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383
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428
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int64
10
90
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float64
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78.5
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float64
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int64
1
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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
7 values
credit_risk_score
int64
-170
389
email_is_free
int64
0
1
housing_status
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
1
proposed_credit_limit
float64
190
2.1k
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int64
0
1
source
stringclasses
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session_length_in_minutes
float64
-1
85.9
device_os
stringclasses
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keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
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device_fraud_count
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0
0
month
int64
0
7
0
0.1
0.368361
-1
69
30
0.019415
11.032403
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793
8,202.672382
5,994.113454
4,356.546999
2
11
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80
0
BE
0
1
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200
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0.9
0.346233
139
135
40
0.023265
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1,937
1,187.371538
4,980.11388
5,351.441929
12
3
CE
74
1
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0
1
25
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windows
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0.5
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61
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0.031429
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1,086
7,029.399005
4,086.718944
4,756.538813
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21
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124
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40
0.022454
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855.153908
4,313.723455
4,809.701293
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210
0
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1,500
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0.661294
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1,353.091095
2,521.790015
4,997.6671
196
4
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200
0
BA
0
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1,500
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macintosh
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0.9
0.888784
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6,092.563505
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4,326.54216
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4
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162
0
BC
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31
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1,000
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1
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0.9
0.811085
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74
30
0.002063
52.629293
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900
11,646.495537
7,485.714056
4,947.179787
453
9
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278
1
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15
1
1,000
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x11
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0.9
0.640895
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74
30
0.011244
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1,715
5,535.030803
3,349.045475
4,943.239606
1,926
18
CB
139
0
BA
1
1
1
1
500
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linux
1
1
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0
0.1
0.630552
312
20
40
12.396177
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AC
1,101
2,053.520512
3,814.103924
4,898.918827
0
11
CD
111
1
BC
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1,000
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0.8
0.123027
12
26
30
0.001793
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1,306
6,364.521667
5,041.792148
4,334.633258
6
20
CA
43
1
BC
0
1
25
0
200
0
INTERNET
8.533274
windows
0
1
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4
0
0.9
0.067968
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15
40
0.00021
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1,577
4,842.380222
4,697.345245
4,996.868197
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CA
76
0
BC
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linux
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0.9
0.158496
32
3
10
19.640186
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1,747
4,646.105062
4,363.528726
4,687.667171
32
11
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155
1
BC
0
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500
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macintosh
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1
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4
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0.1
0.50719
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87
50
16.171057
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2,088
2,100.885006
4,387.422911
4,858.1259
11
9
CA
18
1
BC
0
1
31
0
200
0
INTERNET
6.081333
windows
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1
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4
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0.1
0.735627
34
7
40
0.012326
24.813039
AA
1,505
6,503.108997
5,869.037014
5,075.165731
15
7
CA
153
1
BC
0
1
1
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500
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7.533509
linux
1
1
0
4
0
0.9
0.486979
-1
198
10
0.023972
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422
6,239.999452
3,725.107887
4,321.312092
2,040
7
CA
70
0
BB
1
0
21
1
200
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INTERNET
39.873843
macintosh
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0.5
0.190062
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159
30
0.001805
105.890024
AA
1,869
9,248.919045
7,181.895808
4,885.67965
1
8
CA
72
0
BD
0
0
20
0
500
0
INTERNET
4.566662
windows
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1
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4
0
0.7
0.102161
-1
28
40
0.025258
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AD
1,528
7,278.048739
6,482.693578
5,984.674613
832
12
CB
174
1
BB
0
1
1
0
1,500
0
INTERNET
14.978875
windows
1
1
0
4
0
0.6
0.91871
-1
88
40
0.029123
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AB
2,193
8,564.431676
5,144.177487
4,863.718339
31
8
CA
155
1
BC
1
1
31
1
1,500
0
INTERNET
5.258851
other
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1
0
4
0
0.9
0.452099
-1
44
50
0.004251
-1.029749
AB
1,047
5,941.35556
4,506.761972
4,862.663923
1
1
CA
230
0
BA
1
0
-1
1
1,500
0
INTERNET
0.924298
windows
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1
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4
0
0.6
0.992742
-1
50
50
0.001727
-1.094445
AC
3,334
7,912.83268
3,924.022006
5,006.80236
2
5
CA
44
0
BA
1
0
-1
0
200
0
INTERNET
6.743907
windows
1
1
0
4
0
0.5
0.573741
-1
103
30
0.002192
-1.02176
AB
615
2,674.641321
3,494.307853
4,391.55332
17
11
CA
141
1
BE
0
1
1
0
200
0
INTERNET
5.419581
windows
1
1
0
4
0
0.1
0.308096
-1
81
30
0.018102
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AB
1,418
5,282.080004
2,781.529114
4,399.138077
14
4
CF
109
0
BB
1
0
4
1
200
0
INTERNET
4.716354
other
1
1
0
4
0
0.2
0.106315
-1
255
20
0.025639
-0.573374
AB
1,904
8,068.524141
5,470.504866
5,060.016079
8
8
CA
94
0
BE
1
1
1
1
200
0
INTERNET
0.976296
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1
1
0
4
0
0.9
0.186601
-1
54
40
0.005041
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AC
1,638
5,505.517589
4,922.799052
4,808.085773
1
6
CA
207
1
BB
0
1
-1
0
500
0
INTERNET
7.531079
other
1
1
0
4
0
0.9
0.034248
-1
246
60
0.007871
-0.697553
AB
894
5,564.544153
4,852.240297
4,853.94181
13
1
CA
182
0
BB
1
1
1
1
1,500
0
INTERNET
3.766191
other
1
1
0
4
0
0.9
0.814153
-1
9
60
0.001063
-0.711168
AB
1,610
3,741.385162
5,262.026399
4,235.131205
14
3
CB
348
1
BC
0
1
30
1
1,000
1
INTERNET
11.56016
windows
0
1
0
4
0
0.6
0.472239
59
12
20
0.009308
-0.711336
AB
3,839
5,976.192477
3,322.932566
4,302.155016
613
20
CA
72
0
BC
1
0
10
0
200
0
INTERNET
13.052112
windows
1
1
0
4
0
0.1
0.397004
-1
19
30
0.004107
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1,161
775.751811
4,347.331578
4,871.796468
783
14
CB
-11
1
BE
1
0
1
0
200
0
INTERNET
11.156875
linux
0
1
0
4
0
0.1
0.747396
74
7
30
3.282227
-0.849098
AC
2,425
10,084.038702
5,790.989515
4,807.609213
2
18
CA
33
0
BB
1
1
-1
0
200
0
INTERNET
24.498822
other
0
1
0
4
0
0.6
0.564219
-1
57
30
0.016254
-0.776434
AC
1,096
5,180.33276
3,647.008596
4,290.263907
5
5
CA
76
1
BE
1
1
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0
200
0
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11.296043
linux
1
1
0
4
0
0.1
0.474918
-1
69
30
0.014861
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AC
1,654
2,117.131389
5,095.366715
4,370.299861
0
17
CA
132
1
BB
0
1
-1
0
1,000
0
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7.309167
linux
1
1
0
4
0
0.9
0.716932
-1
68
50
0.006292
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851
5,712.917009
5,198.048498
4,984.748991
1
5
CA
291
1
BC
0
1
19
0
1,500
0
INTERNET
6.627098
windows
1
1
0
4
0
0.4
0.445929
-1
126
20
2.985035
-1.112671
AC
2,045
3,826.373373
5,077.099371
4,920.27393
0
24
CE
59
0
BC
1
0
-1
0
200
0
INTERNET
7.902907
windows
1
1
0
4
0
0.4
0.915191
27
6
20
0.025103
-0.811429
AC
634
6,193.001924
2,627.181119
4,945.240616
0
10
CA
144
1
BE
0
1
-1
0
200
0
INTERNET
1.265013
windows
1
1
0
4
0
0.2
0.890157
27
30
20
0.010595
-0.869214
AD
2,405
5,478.623693
5,226.089369
4,965.849775
9
16
CA
213
0
BE
1
1
1
0
1,500
0
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4.989817
linux
0
1
0
4
0
0.9
0.031762
-1
137
10
0.006006
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1,202
9,937.205645
6,347.726087
4,417.552109
20
5
CA
187
1
BE
0
1
10
0
200
0
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0.940501
macintosh
0
1
0
4
0
0.4
0.073981
-1
74
60
0.033946
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AB
1,169
792.579873
4,150.049353
4,936.06583
22
7
CC
185
1
BB
1
0
30
0
1,500
0
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18.114897
windows
1
1
0
4
0
0.3
0.001578
-1
163
40
0.020515
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543
5,360.229529
5,346.898579
4,261.845304
16
11
CA
142
0
BB
0
0
30
1
500
0
INTERNET
4.298786
windows
0
1
0
4
0
0.3
0.998782
-1
366
50
0.623721
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1,019
5,292.429868
5,107.116566
4,902.148646
939
5
CD
65
1
BB
1
1
31
0
200
0
INTERNET
5.362437
windows
0
1
0
4
0
0.9
0.074185
-1
178
50
17.709098
-0.737948
AC
1,232
8,836.891476
5,812.280203
6,416.215738
1
7
CA
89
0
BC
0
1
-1
0
200
0
TELEAPP
2.304268
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0
0
0
4
0
0.6
0.135679
-1
13
40
0.03812
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AB
1,172
6,258.466539
4,722.471383
4,898.98875
25
11
CB
155
1
BC
1
0
1
0
1,500
0
INTERNET
9.210293
other
1
1
0
4
0
0.6
0.148191
47
10
30
0.009039
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AC
491
1,402.950562
3,883.256231
4,619.769339
1
14
CA
82
0
BC
0
1
-1
0
200
0
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6.236023
other
1
1
0
4
0
0.1
0.756306
-1
76
30
0.031126
51.479189
AA
2,993
5,830.590382
4,192.956488
4,280.619696
5
15
CA
199
0
BE
0
1
19
1
500
0
INTERNET
-1
other
0
1
0
4
0
0.9
0.134134
-1
47
30
0.024824
49.513362
AA
1,673
7,203.906584
4,748.196458
5,024.59609
2
16
CB
289
0
BA
1
1
-1
0
1,500
0
INTERNET
8.660077
other
1
1
0
4
0
0.8
0.394795
49
12
30
0.016032
-1.536997
AC
1,769
9,710.976795
5,906.066418
4,836.514347
0
10
CA
160
0
BC
1
0
-1
0
500
0
INTERNET
2.147394
other
0
1
0
4
0
0.3
0.380791
32
0
20
0.00372
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AC
1,686
1,023.833856
5,489.158274
4,897.420188
1
13
CA
130
1
BC
0
1
-1
0
500
1
INTERNET
3.581901
linux
0
1
0
4
0
0.8
0.562812
-1
59
50
0.014635
32.808725
AA
1,142
6,282.672897
4,529.433201
4,978.73501
1,193
2
CF
78
1
BB
1
1
5
0
200
0
INTERNET
16.014815
linux
1
1
0
4
0
0.1
0.854424
-1
136
40
0.007747
37.235868
AA
989
5,308.951109
5,168.460853
4,225.341303
20
6
CB
95
0
BB
0
1
30
0
200
0
INTERNET
2.083821
linux
0
1
0
4
0
0.9
0.500233
-1
28
30
0.001186
-0.887518
AC
1,585
6,143.688857
4,615.428356
4,421.40825
1
9
CB
116
1
BC
0
1
-1
0
200
0
INTERNET
7.70252
macintosh
1
1
0
4
0
0.4
0.130858
-1
58
50
0.015568
9.638562
AB
1,901
1,219.684642
5,542.584771
4,862.051028
7
5
CA
96
0
BB
1
0
11
1
200
0
INTERNET
4.608665
linux
0
1
0
4
0
0.9
0.091008
-1
112
30
0.006966
-1.370744
AC
799
4,969.350073
2,655.835114
4,371.738104
0
16
CA
100
0
BA
1
0
-1
0
500
0
INTERNET
1.709387
other
1
1
0
4
0
0.4
0.573475
-1
62
50
0.023836
-1.61137
AB
3,177
4,566.579029
3,793.855134
4,976.697472
10
3
CC
77
0
BB
1
0
30
0
200
0
INTERNET
2.907911
linux
0
1
0
4
0
0.2
0.867961
-1
373
40
0.004302
-1.262127
AB
4,702
1,291.790324
3,799.187729
4,387.062095
12
10
CB
178
0
BA
1
1
1
1
1,000
0
INTERNET
2.769457
other
0
1
0
4
0
0.9
0.493118
-1
176
60
0.008709
19.9457
AA
2,385
7,341.682933
6,035.243157
4,982.696171
37
2
CB
170
0
BC
1
1
3
0
500
0
INTERNET
1.926394
windows
1
1
0
4
0
0.4
0.821333
-1
75
40
0.012241
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AB
2,461
4,857.479399
2,871.182323
4,680.481303
753
11
CB
175
0
BC
0
1
15
0
500
0
INTERNET
9.147695
other
1
1
0
4
0
0.1
0.815361
-1
273
20
0.001234
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AB
1,239
7,614.006667
7,253.555792
4,951.102223
50
10
CA
105
1
BE
0
1
28
0
200
0
INTERNET
9.322407
macintosh
0
1
0
4
0
0.9
0.144181
-1
178
20
0.030232
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AB
1,042
8,732.273647
5,233.209169
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200
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30
0.009312
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1,500
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50
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5,039.889874
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15
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200
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0.7
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131
40
0.000562
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0
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1
1,500
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40
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8
CB
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1
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30
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200
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0.5
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20
0.006637
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12,755.350574
7,178.773808
4,259.709751
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12
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110
1
BB
1
1
4
1
500
1
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linux
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0.2
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195
8
10
0.038155
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4,569.075952
3,823.485831
4,811.724816
660
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200
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linux
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0.9
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128
40
0.000773
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8
CA
50
0
BC
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1
25
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200
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linux
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1
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0.8
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31
30
0.009204
108.177869
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381
3
CB
204
1
BC
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1
28
0
1,000
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0.6
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378
30
0.03585
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7,030.612979
4,725.512777
4,453.940262
8
11
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0
BB
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1
1
1
1,500
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0.7
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76
30
0.030283
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4,782.594714
4,683.110942
4,865.263094
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14
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139
0
BB
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1
200
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linux
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0.4
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30
5
30
7.752531
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7,710.929134
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11
CA
48
0
BC
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200
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windows
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0.8
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188
8
50
0.004711
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4,886.228876
4,392.765073
825
2
CB
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0
BB
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1
15
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200
0
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0.9
0.879832
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150
50
0.01306
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926
6,628.593803
3,730.750188
4,366.749575
2,053
11
CF
117
0
BB
1
1
11
1
500
0
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linux
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1
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4
0
0.4
0.993607
11
9
40
0.026845
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3,135
4,511.338734
3,664.608105
4,774.52633
53
20
CA
116
0
BC
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15
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500
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4
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0.1
0.244118
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47
20
0.001173
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7,534.872204
5,532.192256
4,252.282465
1,499
17
CA
122
1
BC
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1
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1
200
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0.4
0.43303
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26
40
0.002083
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4,742.77673
3,615.701212
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14
CA
62
0
BC
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1
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200
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macintosh
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1
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0.9
0.34682
33
54
20
0.012517
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5,317.77535
3,799.254753
4,170.847476
1
12
CB
216
1
BA
0
1
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0
500
0
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0.5
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218
20
0.010617
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1,966.766074
4,766.449551
4,434.764789
0
5
CA
121
0
BE
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1
-1
0
200
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TELEAPP
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1
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4
0
0.7
0.996019
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80
10
0.010928
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AC
1,798
2,658.486083
3,034.541183
4,936.880434
1
8
CA
127
0
BB
0
1
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0
500
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1
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4
0
0.7
0.134021
25
56
20
1.254469
11.916819
AA
1,535
3,547.459842
5,553.907924
4,212.87245
15
15
CA
103
0
BE
1
0
28
0
200
0
TELEAPP
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2
0
4
0
0.9
0.245458
28
8
30
0.002769
28.823982
AA
1,352
2,264.994567
5,213.734784
5,252.739597
3
12
CA
172
0
BC
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1
6
0
1,000
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linux
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1
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4
0
0.1
0.264317
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56
30
0.012855
49.071613
AA
2,249
8,909.186732
5,231.711369
4,207.781365
50
19
CB
56
0
BB
0
1
31
0
200
0
INTERNET
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1
0
4
0
0.2
0.334476
102
8
20
0.027716
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AD
1,063
4,209.841142
7,401.258672
4,779.24944
15
6
CA
167
0
BB
0
1
21
0
200
0
INTERNET
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linux
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1
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4
0
0.9
0.110785
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62
40
0.011526
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AB
653
5,159.23013
3,610.918261
4,455.33557
48
12
CA
135
1
BC
1
1
30
0
200
0
INTERNET
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windows
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1
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0
0.9
0.142868
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184
30
0.009499
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4,782.454377
3,002.964639
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15
10
CB
66
0
BA
1
1
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0
200
0
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0.4
0.102439
28
30
20
0.021132
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1,083
13,164.562374
5,881.183373
4,656.235181
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16
CA
103
0
BC
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1
-1
1
200
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linux
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0.3
0.311294
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43
40
0.018589
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AA
2,707
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3,383.568399
4,259.067511
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10
CC
260
1
BB
1
1
6
0
1,500
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1
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0.4
0.322765
254
55
20
6.946193
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AA
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41
1
BE
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22
0
200
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0.9
0.747873
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94
20
0.032287
48.423029
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12
CB
136
1
BA
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1
20
0
500
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windows
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1
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0.9
0.297707
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35
20
0.006076
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965
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4,130.261507
23
9
CB
96
1
BA
1
1
20
0
200
0
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0.9
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210
20
0.01678
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763
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4,434.862388
5,127.522217
1,859
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CA
122
1
BE
0
1
1
0
500
0
INTERNET
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windows
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1
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4
0
0.3
0.058647
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56
40
0.793831
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AC
992
6,455.473698
4,829.41188
5,182.684871
1
3
CC
133
1
BB
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1
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500
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linux
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1
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0
0.1
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145
20
0.016947
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5,259.467544
2,910.919776
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16
CA
149
0
BE
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1
14
0
200
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0.9
0.765643
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13
30
0.002956
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5,614.152079
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11
CA
187
1
BA
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28
1
1,000
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0.9
0.820878
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38
40
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13
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120
1
BC
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1
1
0
200
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1
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0.6
0.249686
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40
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2
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BB
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200
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4
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0.1
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101
50
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2
CD
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BB
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200
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0.9
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37
20
0.009666
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7
CB
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1
BC
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1
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200
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1
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4
0
0.4
0.044482
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167
50
0.019496
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1,050
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5,290.359316
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1
6
CB
172
1
BC
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1
31
0
500
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1
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4
0
0.8
0.864535
8
23
20
0.009658
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10,675.433069
5,759.419717
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10
CA
126
1
BC
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1
1
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500
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1
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4
0
0.9
0.118238
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123
40
0.002739
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2,951
5,382.819573
4,717.729834
4,345.541037
0
7
CA
153
1
BA
0
1
-1
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200
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TELEAPP
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linux
0
1
0
4
0
0.8
0.996591
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90
40
0.008925
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2,441
2,142.641878
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8
CA
82
1
BA
0
1
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200
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1
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4
0
0.9
0.192439
159
10
50
0.007499
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AC
982
14,909.775054
4,843.758218
4,367.17596
0
9
CB
157
0
BC
1
0
-1
0
200
0
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1
0
4