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int64
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383
current_address_months_count
int64
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428
customer_age
int64
10
90
days_since_request
float64
0
78.5
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float64
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113
payment_type
stringclasses
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int64
1
6.7k
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float64
-170.6
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
0
2.39k
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int64
0
39
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stringclasses
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
2 values
session_length_in_minutes
float64
-1
85.9
device_os
stringclasses
5 values
keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
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2
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int64
0
0
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int64
0
7
0
0.1
0.901247
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17
30
0.000229
-1.498213
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813
6,226.695819
2,981.716456
4,962.466739
14
16
CE
-37
1
BC
0
1
11
0
200
0
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4.465127
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0
1
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4
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0.9
0.400703
29
17
30
0.005351
41.594662
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1,371
9,273.283816
5,174.274593
5,130.442877
55
20
CA
29
1
BC
1
1
1
0
200
1
INTERNET
4.646826
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0
1
0
4
0
0.6
0.650917
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34
40
0.004971
16.122503
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2,184
5,189.62885
2,670.887018
4,272.035984
1,455
7
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299
1
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0
1
5
1
1,500
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19.892067
linux
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0.7
0.484341
55
7
30
0.008617
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1,004
1,201.408256
5,434.00176
4,253.38054
6
13
CA
144
1
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0
1
1
1
200
0
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4.469405
linux
0
1
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0.9
0.845845
-1
79
20
0.005748
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679
4,809.913043
4,423.141035
4,868.433329
8
8
CA
344
0
BA
0
1
28
0
1,500
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2.47073
windows
1
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0
0.5
0.028194
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137
60
0.005095
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1,406
5,502.441831
4,284.364217
4,891.697925
17
3
CA
141
1
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0
1
6
0
1,500
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10.350278
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0
0.6
0.636826
-1
221
40
0.001383
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AD
651
3,987.041812
3,339.005305
4,318.483571
9
6
CD
54
1
BB
1
1
21
0
200
0
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4.591708
linux
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2
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0
0.1
0.797976
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208
30
0.033249
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1,547
8,175.200075
3,443.861498
4,816.517489
41
18
CD
86
0
BC
0
1
26
1
200
0
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linux
0
1
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0
0.9
0.851782
187
15
40
0.017393
52.388096
AA
1,198
5,398.309844
4,807.131045
4,201.570975
9
2
CA
-15
1
BB
0
1
28
1
200
0
INTERNET
56.631194
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0
0.1
0.850067
-1
147
20
0.006277
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1,058
7,176.904863
6,356.864043
4,913.715423
0
9
CA
36
0
BE
0
1
-1
0
200
0
INTERNET
1.692508
windows
1
1
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4
0
0.2
0.437813
11
13
20
0.021647
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1,044
4,674.548478
3,388.472327
4,306.088648
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3
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186
0
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1,500
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0.6
0.282564
14
15
40
0.000483
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1,026
2,057.213637
5,611.885407
4,787.429873
1
7
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71
0
BC
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1
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200
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1
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0.9
0.426791
13
9
50
0.007563
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961
6,449.869395
7,492.598071
4,932.736665
40
3
CA
96
1
BB
1
1
16
0
200
0
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28.679174
linux
1
1
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0
0.9
0.775526
-1
278
80
0.000265
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AC
1,760
6,871.399224
3,814.083408
4,333.298879
6
3
CA
169
1
BA
0
1
-1
0
500
0
INTERNET
38.08671
linux
1
1
0
4
0
0.6
0.476583
-1
8
40
0.038266
-1.065848
AD
1,012
6,040.604379
4,018.326208
4,995.900961
12
6
CA
-48
0
BC
1
1
1
0
200
0
INTERNET
3.854549
windows
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1
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4
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0.9
0.257564
-1
28
50
0.008265
36.377986
AA
1,134
6,181.449035
4,439.272304
5,030.158688
26
6
CA
146
1
BA
0
1
30
0
200
0
INTERNET
10.513296
windows
0
1
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4
0
0.9
0.297965
-1
124
50
0.022855
-0.837033
AB
686
9,473.212597
5,002.315906
5,036.671614
16
3
CA
208
1
BB
0
1
11
0
500
0
INTERNET
12.385907
other
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1
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4
0
0.1
0.729302
-1
18
50
0.023009
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AB
1,054
737.232368
5,530.516056
4,805.722242
16
2
CA
255
1
BA
1
1
28
1
1,500
0
INTERNET
19.31052
windows
0
1
0
4
0
0.6
0.229786
-1
56
30
0.022729
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AB
1,546
5,848.282808
5,550.926143
4,384.164413
893
11
CF
97
1
BB
1
1
1
0
200
0
INTERNET
6.073847
other
1
1
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4
0
0.2
0.422864
-1
49
20
0.039729
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AB
779
5,526.877109
3,499.982811
5,084.942032
1
11
CA
207
0
BB
0
1
1
0
500
0
INTERNET
12.411505
other
0
2
0
4
0
0.8
0.166259
-1
52
30
0.047502
-1.072893
AD
2,688
3,947.248104
4,124.80846
4,986.865411
2
12
CA
98
1
BB
0
1
1
0
200
0
INTERNET
4.576651
linux
0
1
0
4
0
0.2
0.1264
-1
34
20
0.022873
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AB
1,089
1,058.380762
2,087.320867
4,817.6123
2
12
CA
254
1
BC
0
1
20
0
1,500
0
INTERNET
5.920186
windows
0
1
0
4
0
0.5
0.661836
23
7
60
0.00314
-1.145136
AC
1,444
5,929.918546
5,620.984692
4,259.240368
10
3
CC
210
1
BB
0
1
-1
0
1,000
0
INTERNET
13.071138
linux
0
1
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4
0
0.4
0.320641
-1
109
40
0.018336
-0.984837
AC
730
1,437.366978
4,502.841711
5,073.11386
0
4
CA
215
0
BA
0
0
25
0
1,000
0
INTERNET
2.402621
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1
1
0
4
0
0.9
0.140563
10
9
30
0.018775
50.734112
AA
2,496
8,676.736144
4,583.085949
4,932.818984
11
14
CA
107
0
BC
0
1
11
1
200
0
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2.125525
macintosh
0
1
0
4
0
0.8
0.287635
-1
18
40
0.016454
29.484181
AA
1,213
3,754.118819
2,189.70144
3,743.187982
12
7
CA
66
0
BC
1
1
28
0
200
0
INTERNET
9.196624
other
0
1
0
4
0
0.4
0.91699
-1
76
30
0.01098
50.701437
AA
913
3,792.375442
6,995.831497
4,161.921135
1,991
12
CA
121
0
BA
1
1
31
0
500
0
INTERNET
6.424709
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1
1
0
4
0
0.1
0.054755
24
7
40
0.017861
-1.25882
AB
804
6,889.466682
3,631.840153
4,364.179425
9
9
CA
109
1
BC
1
1
1
0
200
1
INTERNET
1.557653
linux
0
1
0
4
0
0.9
0.468712
-1
50
50
0.004545
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AD
2,730
7,633.81
5,017.826665
5,169.367121
25
9
CB
90
0
BB
1
1
6
1
200
0
INTERNET
9.088024
linux
0
1
0
4
0
0.3
0.729354
-1
54
20
0.021979
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AC
1,054
10,515.632788
6,797.510467
4,354.720431
2
5
CA
122
0
BB
1
1
-1
0
200
0
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1.051629
windows
1
1
0
4
0
0.8
0.83415
-1
58
40
4.592631
17.431828
AA
1,255
9,771.211308
5,665.254593
4,230.353877
16
8
CA
114
0
BC
0
1
28
0
200
0
INTERNET
5.190963
windows
0
1
0
4
0
0.9
0.138587
-1
92
40
0.022044
53.118263
AA
917
5,877.772559
4,911.894692
4,271.773543
10
16
CA
80
0
BC
0
1
15
1
200
1
INTERNET
0.82039
windows
1
1
0
4
0
0.9
0.710766
27
15
30
0.027744
-1.024508
AB
1,681
1,864.91906
3,149.683435
4,893.12963
8
15
CA
141
1
BB
0
1
10
0
510
0
INTERNET
6.604095
other
1
1
0
4
0
0.6
0.107153
29
18
30
0.007042
42.476635
AA
1,552
5,235.001737
4,466.178308
4,817.84078
1
11
CA
184
1
BC
0
1
1
1
500
0
INTERNET
3.598529
other
0
1
0
4
0
0.2
0.159996
151
220
50
6.920648
38.407185
AA
2,051
7,725.989929
4,847.736589
4,694.363791
39
6
CF
188
0
BB
1
1
30
0
1,500
0
INTERNET
11.41181
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0
1
0
4
0
0.9
0.458322
56
15
30
0.012726
22.009244
AA
599
3,021.12921
4,393.843494
5,171.473074
5
12
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142
0
BC
0
1
22
0
200
0
INTERNET
10.864947
other
0
1
0
4
0
0.6
0.793706
-1
188
20
0.022784
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AD
1,026
4,017.148309
4,275.38501
4,921.360166
1
8
CA
157
1
BA
1
1
31
0
1,000
0
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4.115416
other
0
1
0
4
0
0.6
0.763448
-1
48
30
0.006555
6.970593
AA
1,445
7,707.528332
5,447.61026
4,364.007895
1,523
15
CA
159
0
BA
1
1
5
0
500
0
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2.532387
windows
1
1
0
4
0
0.7
0.494783
-1
26
40
10.495692
-0.260822
AC
1,564
5,412.398414
4,576.794488
5,207.835273
1
7
CE
81
0
BC
0
1
-1
0
200
0
INTERNET
2.827361
other
1
1
0
4
0
0.7
0.289604
-1
38
20
0.010883
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AC
3,001
6,250.845341
4,628.037637
6,423.446817
0
19
CA
156
1
BC
0
1
-1
0
500
0
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36.429343
linux
0
1
0
4
0
0.5
0.906555
-1
118
40
0.009591
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AC
2,833
6,134.433466
4,703.366746
5,101.338872
1
8
CF
105
0
BB
1
1
-1
1
200
0
INTERNET
3.507779
linux
1
1
0
4
0
0.1
0.166213
-1
59
40
0.0123
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AB
2,090
6,652.464868
3,971.925646
4,686.503806
49
7
CA
90
1
BC
0
1
5
1
200
0
TELEAPP
2.753183
linux
0
1
0
4
0
0.8
0.299713
-1
39
40
0.012116
-1.232832
AD
969
5,765.806863
4,711.826944
4,254.176207
11
8
CA
87
1
BE
0
1
31
0
500
0
INTERNET
1.662919
windows
0
1
0
4
0
0.1
0.867339
-1
367
30
0.00554
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AB
1,235
5,683.757458
4,453.423652
4,448.221964
1
11
CA
91
0
BE
1
0
5
0
200
1
INTERNET
4.395725
other
1
1
0
4
0
0.1
0.252558
-1
69
20
0.020289
-1.191277
AB
1,280
2,852.321698
4,230.156994
4,283.395613
14
17
CF
55
0
BB
1
1
20
0
200
0
INTERNET
3.332069
other
1
1
0
4
0
0.9
0.777442
-1
65
40
0.008141
-0.842439
AB
1,113
4,936.342445
3,015.761652
4,472.717813
12
8
CA
277
1
BB
1
1
1
1
1,000
0
INTERNET
1.466937
windows
1
1
0
4
0
0.7
0.672993
-1
341
30
0.00709
-1.093388
AD
973
7,758.561498
5,413.688363
5,339.800392
2
15
CA
31
1
BB
1
0
28
1
200
0
INTERNET
4.476167
other
0
1
0
4
0
0.6
0.994832
92
5
20
0.00189
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AC
970
9,085.803367
7,485.770355
4,213.549915
0
6
CA
119
0
BB
0
1
-1
0
200
0
INTERNET
9.450483
other
0
1
0
4
0
0.6
0.115044
-1
95
30
0.00869
-1.048712
AB
3,404
7,196.334291
5,548.322729
4,976.023999
40
13
CF
109
0
BB
1
1
30
0
200
0
INTERNET
5.126668
other
1
1
0
4
0
0.4
0.878644
-1
41
30
0.003966
51.655603
AA
666
8,003.89589
4,572.162665
4,984.547502
19
14
CA
236
0
BC
0
1
1
0
1,500
0
INTERNET
5.244951
other
0
1
0
4
0
0.1
0.577492
-1
174
30
0.0154
-1.104844
AC
1,049
4,205.997706
4,037.834905
4,197.674789
1
15
CA
74
0
BB
1
1
-1
1
200
0
INTERNET
7.371562
linux
1
1
0
4
0
0.2
0.443749
184
2
20
8.940126
22.456438
AA
2,692
6,147.840622
4,538.094532
4,842.708156
13
10
CA
40
1
BC
0
1
26
0
200
0
INTERNET
10.164625
linux
0
1
0
4
0
0.1
0.848525
-1
139
40
0.022451
-0.433507
AC
2,681
8,566.13016
4,832.765551
4,867.83314
1
8
CA
234
1
BA
0
1
-1
1
1,500
0
INTERNET
1.972142
windows
0
1
0
4
0
0.9
0.238437
-1
90
30
0.006285
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AB
894
1,956.484907
4,417.182292
4,348.536957
1
19
CA
91
1
BA
0
1
30
0
200
0
INTERNET
4.771906
windows
0
1
0
4
0
0.4
0.357757
-1
267
20
0.020983
41.765846
AA
884
3,772.358785
5,242.278812
4,227.89468
9
3
CA
124
0
BE
0
1
28
0
200
0
INTERNET
5.450603
linux
1
1
0
4
0
0.5
0.376312
-1
42
30
0.009585
-1.190491
AC
2,868
9,425.791183
5,475.213061
4,913.846426
0
11
CA
129
0
BB
0
1
-1
0
200
0
INTERNET
4.82641
windows
1
1
0
4
0
0.8
0.80613
9
12
20
0.032927
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AB
1,411
7,832.056232
5,170.501728
4,983.486801
14
11
CA
230
0
BE
0
1
26
0
200
0
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windows
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1
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4
0
0.5
0.909339
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190
50
0.001017
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AB
996
3,993.386375
3,593.559862
4,350.046641
2
1
CA
110
0
BA
1
0
-1
0
200
0
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windows
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1
0
4
0
0.9
0.713219
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98
30
0.010747
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1,917
799.170608
4,696.780797
4,871.252511
1,819
8
CA
271
0
BC
0
1
6
0
1,500
0
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windows
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1
0
4
0
0.9
0.891946
30
15
40
0.004307
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AB
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6,057.343989
3,743.600209
5,045.70969
842
5
CF
158
0
BD
1
1
3
0
500
0
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14.232492
windows
0
1
0
4
0
0.4
0.490356
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200
20
0.005748
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1,329
3,902.276642
5,482.324882
4,193.679502
2
4
CA
193
0
BE
0
1
30
0
2,000
0
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windows
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1
0
4
0
0.9
0.889306
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183
60
0.004252
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AC
3,508
6,244.086432
4,383.765971
4,933.860318
0
5
CF
-49
0
BB
1
0
-1
0
200
0
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linux
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1
0
4
0
0.6
0.544976
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225
20
0.014502
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AC
1,123
6,031.511002
4,712.970048
4,385.773952
0
10
CA
147
0
BC
1
1
-1
1
200
0
INTERNET
7.183214
linux
1
1
0
4
0
0.9
0.112952
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65
40
0.872381
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AC
4,275
1,984.563532
4,930.902061
5,055.111986
9
8
CB
184
1
BA
0
1
30
0
500
0
INTERNET
6.745055
windows
1
1
0
4
0
0.9
0.074618
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232
40
0.001014
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AB
978
6,254.024506
5,293.589259
4,389.89069
9
9
CA
235
1
BA
1
1
31
1
200
0
INTERNET
3.717279
windows
1
1
0
4
0
0.1
0.62837
-1
130
30
0.005992
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AC
1,368
2,843.88925
4,422.360037
4,467.507627
1
9
CF
84
0
BB
0
1
-1
1
200
0
INTERNET
1.473784
windows
0
0
0
4
0
0.8
0.335163
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377
60
0.026074
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AC
756
2,444.434864
2,364.243941
3,904.379257
0
1
CC
241
1
BA
1
1
-1
0
1,500
0
INTERNET
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windows
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1
0
4
0
0.2
0.420604
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153
30
0.021303
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AD
1,757
5,287.374695
3,866.330544
4,198.799879
14
19
CD
112
0
BC
0
1
30
0
200
0
INTERNET
3.948112
windows
0
1
0
4
0
0.7
0.042548
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95
50
0.000915
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AB
614
2,834.899036
3,882.094528
5,056.794278
6
7
CA
173
0
BA
0
1
1
0
500
0
INTERNET
7.11868
windows
0
1
0
4
0
0.1
0.73552
28
4
10
0.000905
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AD
838
2,003.297743
5,644.154816
4,413.712972
6
8
CA
101
0
BC
0
1
3
0
200
0
INTERNET
6.47951
other
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1
0
4
0
0.6
0.333209
27
1
30
18.998007
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AC
544
7,472.500303
4,732.461543
4,883.923743
0
10
CA
106
0
BC
0
1
-1
0
500
0
INTERNET
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other
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1
0
4
0
0.7
0.361765
53
19
40
0.031243
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AC
645
3,289.795557
4,899.764244
5,074.82015
0
11
CA
187
1
BB
0
1
-1
0
500
0
INTERNET
4.148921
other
0
1
0
4
0
0.9
0.115675
98
8
50
0.027654
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AB
1,213
6,696.075767
6,204.327591
4,391.451541
14
6
CA
145
1
BC
1
1
1
0
200
0
INTERNET
11.143193
linux
1
1
0
4
0
0.4
0.725846
-1
19
40
0.028134
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AB
1,209
5,164.866321
3,759.74851
4,285.562453
33
11
CF
187
1
BB
1
1
-1
1
200
0
INTERNET
3.422473
windows
0
1
0
4
0
0.3
0.095471
-1
83
20
0.017511
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AB
641
5,835.893604
4,784.009646
4,829.256411
1
10
CA
108
1
BC
0
1
21
0
200
0
INTERNET
2.155411
other
1
1
0
4
0
0.9
0.21422
-1
16
40
7.480459
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AC
1,058
7,064.992744
5,175.618595
4,427.058888
1
16
CB
76
0
BC
1
1
-1
0
200
0
INTERNET
9.453541
other
1
1
0
4
0
0.1
0.889391
-1
52
40
0.006393
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AC
2,113
8,465.318816
5,930.990604
5,024.150445
0
16
CA
139
0
BB
0
1
-1
0
200
0
TELEAPP
6.498715
other
0
0
0
4
0
0.6
0.852351
-1
206
20
0.017376
51.656987
AA
1,014
7,635.333631
5,107.949242
4,950.026658
3
15
CA
96
1
BE
0
0
26
0
500
0
INTERNET
7.332352
other
0
1
0
4
0
0.7
0.222802
53
1
40
0.019452
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AB
1,142
3,485.500757
3,653.803127
4,264.816121
2
5
CF
101
1
BB
1
1
11
0
200
0
INTERNET
1.974289
linux
1
1
0
4
0
0.7
0.657436
-1
255
20
0.010933
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AD
2,290
8,263.477551
5,232.162997
4,299.413077
5
8
CA
101
0
BE
1
1
11
0
200
0
INTERNET
2.720959
windows
0
1
0
4
0
0.9
0.894343
-1
133
20
0.001776
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AC
1,533
6,229.218164
4,711.066692
4,963.959074
1
9
CA
166
0
BE
0
1
-1
0
500
0
INTERNET
7.872784
other
1
1
0
4
0
0.9
0.99906
-1
39
20
0.021209
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AD
724
7,500.467852
5,250.486484
4,947.759425
10
10
CA
83
0
BE
1
1
1
0
200
0
INTERNET
7.827274
other
0
1
0
4
0
0.9
0.724802
-1
66
20
0.008354
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AD
1,512
4,245.04553
2,698.678953
4,285.527525
7
5
CA
136
0
BE
0
1
30
0
200
0
INTERNET
4.834724
windows
1
1
0
4
0
0.7
0.19288
-1
249
40
0.00141
48.988673
AA
1,434
4,181.210669
4,246.73348
4,379.328837
7
4
CB
213
1
BA
0
1
19
1
1,500
1
INTERNET
1.560609
other
0
1
0
4
0
0.2
0.775945
-1
104
40
0.043156
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AB
1,115
13,784.111387
4,973.439393
4,430.151842
7
5
CA
274
0
BB
0
1
15
0
200
0
INTERNET
5.39667
windows
0
1
0
4
0
0.1
0.267864
21
7
20
0.000827
51.020606
AA
1,152
4,439.939495
3,746.174184
4,417.933125
749
21
CA
103
1
BB
0
1
28
0
200
0
INTERNET
3.509616
linux
1
1
0
4
0
0.8
0.546541
-1
19
40
0.046717
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AB
1,317
7,298.895688
5,145.68918
4,990.523515
24
6
CA
189
0
BC
0
1
1
0
200
0
INTERNET
6.98445
other
0
1
0
4
0
0.2
0.486978
27
0
30
1.227786
-1.3995
AB
2,608
3,823.572272
4,476.740626
4,314.308424
869
8
CA
92
0
BC
0
1
3
0
200
0
INTERNET
10.875001
other
1
1
0
4
0
0.9
0.832073
-1
149
40
0.007652
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AD
811
3,101.179536
2,936.225189
4,265.604123
11
6
CA
190
1
BA
0
1
15
0
1,500
0
INTERNET
6.787514
linux
0
1
0
4
0
0.5
0.381101
34
2
20
0.031559
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AB
1,356
8,260.594153
3,929.959742
4,824.770267
9
18
CA
134
0
BB
0
1
1
0
200
0
INTERNET
4.92083
windows
1
1
0
4
0
0.9
0.103212
-1
49
30
0.035579
-1.730044
AB
1,124
1,200.408479
3,899.014198
4,131.171816
12
15
CA
241
1
BC
0
1
1
0
1,500
0
INTERNET
2.9638
windows
1
1
0
4
0
0.9
0.324344
-1
15
40
0.025018
-1.841921
AD
1,115
7,123.654391
4,925.974862
4,298.85699
14
12
CA
91
1
BC
1
1
26
0
200
0
INTERNET
5.446546
linux
1
1
0
4
0
0.6
0.999408
64
13
20
0.006396
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AB
2,103
7,448.268804
3,268.358027
4,388.544625
10
24
CA
9
0
BB
0
1
10
0
200
0
INTERNET
5.747617
linux
1
1
0
4
0
0.9
0.69866
-1
33
20
0.010938
9.143812
AA
936
7,576.893063
5,398.70814
4,384.923912
7
13
CA
182
1
BE
0
1
28
0
500
0
INTERNET
7.803832
other
0
1
0
4
0
0.8
0.519017
30
16
40
0.017125
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AB
1,521
193.706409
4,694.308794
4,936.383027
13
8
CB
238
1
BB
0
1
28
0
1,500
0
INTERNET
8.870734
other
1
1
0
4
0
0.6
0.2102
36
19
70
10.925081
17.823063
AA
654
8,037.659973
7,360.861064
4,246.84926
8
7
CA
66
1
BC
0
1
21
0
200
0
INTERNET
4.92911
windows
1
1
0
4
0
0.8
0.677345
-1
51
40
0.016971
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AD
1,426
3,527.288688
4,773.318728
4,379.169983
2
5
CB
74
0
BB
1
1
15
0
200
0
INTERNET
8.012813
windows
1
1
0
4
0
0.4
0.853055
-1
19
20
21.725159
-1.398171
AC
2,351
6,781.357685
5,220.00008
4,814.225072
0
9
CD
62
1
BC
0
1
-1
0
200
0
INTERNET
3.645858
windows
0
1
0
4
0
0.3
0.889035
-1
53
20
0.030009
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AD
2,920
5,309.419828
2,810.892556
4,430.872094
1,892
17
CF
67
1
BE
0
1
15
0
200
0
INTERNET
4.419419
linux
1
1
0
4
0
0.9
0.897834
-1
148
20
0.02953
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AD
1,180
5,218.242114
2,649.725561
4,227.271784
2,046
16
CA
191
1
BE
0
1
30
0
1,000
0
INTERNET
19.512228
windows
0
1
0
4