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int64
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383
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int64
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428
customer_age
int64
10
90
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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
7 values
phone_home_valid
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
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stringclasses
5 values
keep_alive_session
int64
0
1
device_distinct_emails_8w
int64
-1
2
device_fraud_count
int64
0
0
month
int64
0
7
0
0.9
0.611682
-1
156
50
0.031348
-1.439245
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2,862
10,763.053312
5,714.290937
4,981.062278
674
6
CC
109
1
BC
0
1
28
1
200
0
INTERNET
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0
1
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0
0.7
0.069323
-1
129
30
0.008247
-1.713419
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953
2,927.361107
2,841.587656
4,437.896867
0
8
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80
0
BB
1
1
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200
0
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12.828285
linux
1
1
0
4
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0.8
0.804435
-1
52
40
0.025525
-0.999971
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1,086
6,831.998426
4,712.21737
4,441.857874
8
7
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82
0
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0
1
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0.9
0.236267
30
0
20
0.005819
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1,989
2,867.786117
5,583.484124
4,907.242763
0
15
CB
65
1
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0
1
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linux
1
1
0
4
0
0.1
0.547486
-1
49
20
7.536738
26.58304
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1,507
9,454.331566
5,648.624165
5,053.10948
18
8
CA
28
0
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0
1
28
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200
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5.430076
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0.9
0.187432
56
33
30
0.022045
39.619499
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2,376
15,353.984976
2,967.668671
4,955.490439
18
23
CA
113
0
BB
0
1
10
0
500
0
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8.869353
linux
0
1
0
4
0
0.1
0.138565
-1
45
20
0.003736
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AB
899
5,277.727747
2,956.575787
4,349.191689
10
14
CA
87
1
BE
0
1
29
0
200
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1.186605
other
1
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0
0.8
0.279674
62
8
50
0.003755
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AB
863
1,627.099466
2,417.456738
4,391.196588
1
10
CA
246
0
BC
1
1
31
0
1,500
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8.529474
windows
1
1
0
4
0
0.5
0.179292
-1
280
30
0.009635
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2,775
3,711.590733
5,118.148623
4,300.081287
0
11
CF
120
0
BE
1
1
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1
200
0
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1.146873
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0
1
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0.6
0.852167
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249
30
0.005767
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1,030
5,542.563689
4,024.965804
5,013.667852
1
18
CA
215
1
BC
1
1
20
1
1,000
0
INTERNET
6.203957
windows
0
1
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4
0
0.1
0.175766
-1
381
30
0.000945
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1,143
5,635.883962
5,127.072072
5,056.393071
0
9
CA
113
1
BE
0
1
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windows
0
1
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0.7
0.590869
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69
30
0.017782
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1,759
6,448.578353
4,030.959878
4,796.41412
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22
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71
0
BB
0
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20
1
200
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0.8
0.839041
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164
40
0.005548
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1,353
413.038955
4,692.757133
4,827.528413
15
15
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237
0
BA
1
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2
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1,500
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0.346833
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269
20
0.003291
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2,909
9,383.643889
5,362.241008
5,025.680781
36
18
CE
47
0
BE
0
1
5
0
200
0
INTERNET
10.961143
other
0
1
0
4
0
0.3
0.198261
-1
261
50
0.026497
-1.436302
AB
3,615
6,287.264476
4,471.228286
4,920.198512
21
6
CB
200
1
BB
1
1
2
0
1,500
0
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1.51889
linux
1
1
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4
0
0.9
0.879229
-1
206
40
0.000738
-0.379879
AB
751
1,565.215389
4,879.164025
4,906.144166
8
4
CA
257
0
BA
1
1
1
0
1,500
1
INTERNET
14.005108
windows
1
1
0
4
0
0.7
0.997335
32
2
20
0.006875
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AB
1,558
2,215.671729
2,704.573003
4,388.807927
8
9
CB
173
0
BE
0
1
1
0
200
0
INTERNET
3.645448
linux
0
1
0
4
0
0.1
0.627416
-1
196
30
0.001728
24.056369
AA
1,290
4,636.849813
4,683.547409
4,328.799158
1
12
CA
102
0
BE
1
1
30
0
200
0
INTERNET
2.802205
other
1
1
0
4
0
0.6
0.836325
-1
156
40
0.024079
-0.337721
AB
1,490
5,366.357076
7,270.495984
4,943.573011
21
8
CF
273
0
BA
1
0
1
0
1,500
0
INTERNET
5.327844
windows
0
1
0
4
0
0.2
0.644973
-1
241
30
0.025379
-0.682936
AC
2,022
5,292.981399
3,615.227159
4,916.671685
1
8
CA
131
1
BA
1
1
-1
0
200
0
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7.96103
macintosh
0
1
0
4
0
0.1
0.433097
171
2
30
16.057359
-1.401166
AB
4,142
8,063.01828
7,849.430575
4,944.107341
6
10
CA
122
0
BC
0
1
28
0
200
0
INTERNET
1.69313
other
1
1
0
4
0
0.2
0.406952
-1
39
40
0.013012
-1.005363
AB
3,342
6,302.29562
4,128.734052
5,099.476796
2
13
CA
233
1
BB
1
1
30
0
1,500
0
INTERNET
1.611629
other
0
1
0
4
0
0.1
0.877803
-1
54
20
0.031029
-1.021132
AB
2,031
8,534.75774
5,283.292344
4,931.425478
17
13
CA
89
1
BE
0
1
20
0
200
0
INTERNET
6.572677
other
1
1
0
4
0
0.4
0.66805
-1
70
20
0.011288
-0.684999
AB
1,829
3,940.982706
3,868.474693
4,783.115333
14
17
CA
199
1
BC
0
1
15
0
500
0
INTERNET
4.734615
other
0
1
0
4
0
0.1
0.927618
-1
28
20
0.016833
-0.627964
AB
2,546
8,707.411115
3,158.721192
4,295.094381
29
13
CA
150
1
BE
0
1
30
0
1,000
0
INTERNET
6.260876
linux
1
1
0
4
0
0.9
0.798166
-1
26
30
0.007737
17.453956
AA
1,983
6,284.506453
4,403.2476
4,225.520973
7
18
CA
72
1
BC
1
1
1
0
200
0
INTERNET
0.837152
other
1
1
0
4
0
0.8
0.850483
-1
30
20
0.017817
-1.062958
AC
1,367
4,682.207062
4,779.067234
5,014.297289
8
9
CB
143
1
BE
1
0
-1
0
500
0
INTERNET
1.397883
windows
1
1
0
4
0
0.2
0.589369
-1
109
40
0.018788
-1.581365
AC
1,216
8,641.672018
4,408.720592
4,817.798329
1
6
CA
89
1
BC
0
1
-1
0
200
0
INTERNET
4.714694
linux
0
1
0
4
0
0.7
0.20308
112
7
30
0.001488
51.812601
AA
3,914
3,223.513046
3,133.121782
4,399.931646
1
11
CA
55
1
BB
0
1
25
1
200
0
INTERNET
4.051173
macintosh
1
1
0
4
0
0.4
0.072251
50
0
40
0.019774
-1.027478
AC
2,100
6,826.540285
4,884.297741
4,858.347227
1
8
CA
35
1
BC
0
1
-1
0
200
0
INTERNET
5.709574
linux
1
1
0
4
0
0.7
0.729676
-1
59
20
0.005501
-1.663467
AB
1,847
4,375.551804
3,543.294055
4,397.168142
14
7
CD
50
0
BC
0
1
31
0
200
0
INTERNET
13.033407
linux
0
1
0
4
0
0.7
0.995419
-1
48
30
0.01047
33.803902
AA
1,829
5,755.671026
5,486.5921
4,215.52783
33
12
CA
79
0
BE
0
1
1
0
200
0
INTERNET
5.711914
linux
1
1
0
4
0
0.9
0.77862
-1
155
40
0.037397
-0.678198
AB
1,511
6,740.366192
4,375.4959
4,960.936596
2
15
CA
157
0
BA
1
1
29
1
1,000
0
INTERNET
1.595952
windows
0
1
0
4
0
0.1
0.868511
-1
52
40
0.002279
-1.44523
AC
1,112
4,848.460732
4,111.963871
4,820.589148
1
6
CF
115
0
BB
1
1
-1
1
200
0
INTERNET
5.05155
other
0
1
0
4
0
0.8
0.002735
-1
19
60
0.001953
-0.784907
AB
889
4,707.282068
2,618.07226
5,008.587999
15
5
CC
81
0
BC
1
1
28
0
200
0
INTERNET
3.21907
linux
1
1
0
4
0
0.3
0.585566
-1
108
30
0.005386
-0.775141
AC
749
6,999.160831
6,264.398043
4,891.227081
0
8
CA
131
0
BE
1
1
-1
0
500
0
INTERNET
5.985526
other
1
1
0
4
0
0.4
0.080251
-1
358
30
0.027231
-0.935298
AB
1,146
6,821.068822
4,204.940689
4,264.260958
709
15
CA
330
0
BC
1
1
1
1
1,000
0
INTERNET
3.764178
linux
0
1
0
4
0
0.5
0.561828
-1
114
20
0.003594
-1.156167
AB
984
2,822.509338
4,715.180606
4,376.867929
2
4
CF
129
0
BB
0
1
28
0
500
0
INTERNET
6.960171
other
1
1
0
4
0
0.9
0.873413
33
19
30
0.009415
-0.500532
AC
545
3,592.262634
3,088.454954
4,306.642347
1
10
CA
199
0
BA
1
1
-1
0
1,000
0
INTERNET
4.35577
windows
1
1
0
4
0
0.1
0.90131
-1
155
40
0.020042
-0.281475
AC
794
1,584.808252
3,126.215112
5,114.233675
2
7
CA
288
1
BA
1
1
-1
0
1,000
0
INTERNET
9.243731
windows
1
1
0
4
0
0.1
0.340878
-1
22
30
0.033068
-0.802105
AB
2,166
6,527.990814
5,148.267513
4,710.585483
10
10
CB
95
1
BC
0
1
30
0
200
0
INTERNET
1.864713
other
0
1
0
4
0
0.6
0.540417
54
12
20
0.043435
-1.350676
AB
364
1,670.638223
3,943.276521
4,796.282187
0
21
CA
150
0
BC
0
1
-1
0
1,500
0
INTERNET
6.043544
linux
0
1
0
4
0
0.6
0.804296
-1
143
50
0.030686
47.218102
AA
2,092
6,101.550828
6,175.223596
4,346.696662
2
3
CA
247
0
BA
0
1
15
1
510
0
INTERNET
4.917444
other
1
1
0
4
0
0.7
0.770241
-1
32
40
0.026331
-0.933063
AC
700
5,374.227405
4,512.97361
4,330.036104
1
9
CA
163
0
BA
0
1
-1
0
500
0
INTERNET
2.240912
windows
1
1
0
4
0
0.4
0.719653
-1
239
40
0.002134
-0.735701
AB
1,234
3,975.882223
5,086.751154
4,475.808554
1,270
4
CA
212
0
BA
1
1
18
0
500
0
INTERNET
2.895451
windows
1
1
0
4
0
0.9
0.818311
-1
194
30
0.011685
-1.318507
AB
947
5,436.401705
3,116.589002
4,335.481854
7
7
CA
142
1
BA
1
1
5
1
500
0
INTERNET
1.772454
windows
0
1
0
4
0
0.1
0.834301
52
12
40
0.020001
-1.653194
AB
989
7,786.359221
4,564.790052
5,044.783425
10
2
CD
93
0
BB
0
1
15
1
200
0
INTERNET
4.671229
linux
0
1
0
4
0
0.7
0.898993
-1
111
50
0.019741
40.750037
AA
3,468
3,876.725403
3,346.37754
4,215.786659
557
6
CA
241
0
BB
0
1
10
0
200
0
INTERNET
9.495153
windows
0
1
0
4
0
0.5
0.69334
-1
50
50
0.026088
-0.818233
AB
976
6,511.271504
5,128.651657
4,314.997545
2
7
CC
126
0
BC
0
1
25
0
200
0
INTERNET
1.195559
windows
1
1
0
4
0
0.9
0.103088
-1
33
30
0.022063
-1.37794
AB
2,023
1,450.130864
3,086.95789
4,362.375167
2
8
CA
108
0
BC
0
1
31
0
200
0
INTERNET
13.25679
linux
0
1
0
4
0
0.6
0.768954
-1
185
50
0.001076
-0.612882
AB
718
4,138.960782
4,596.004369
4,420.885582
2
3
CA
100
1
BE
1
1
15
0
200
0
INTERNET
3.570307
windows
0
1
0
4
0
0.6
0.274704
-1
194
10
0.020599
-0.588821
AC
1,033
2,736.079514
2,985.566877
4,452.723468
1
5
CA
262
1
BE
0
1
-1
0
1,000
0
INTERNET
0.727047
linux
1
1
0
4
0
0.1
0.801985
-1
217
40
0.014897
-1.006738
AB
2,087
2,103.152407
4,990.691655
4,863.55805
1,736
4
CA
166
1
BE
1
1
21
1
200
0
INTERNET
2.204788
macintosh
0
1
0
4
0
0.9
0.837839
-1
51
30
0.013672
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AB
3,142
8,371.281028
2,958.564145
4,450.68463
16
11
CA
127
0
BB
0
1
1
0
200
0
INTERNET
6.894782
windows
1
1
0
4
0
0.2
0.221577
-1
129
20
0.028351
-1.272082
AC
2,867
3,248.426135
5,917.236933
4,221.907655
1
3
CA
132
0
BB
1
1
-1
1
200
0
INTERNET
1.771923
windows
1
1
0
4
0
0.2
0.054504
-1
42
40
0.010133
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AD
1,468
4,860.458799
4,178.523308
4,945.067527
13
8
CB
119
1
BC
0
1
31
0
200
0
TELEAPP
3.75704
other
0
0
0
4
0
0.5
0.853299
-1
153
40
0.006854
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AB
1,346
1,027.080047
2,963.780001
4,334.752152
171
5
CA
229
0
BB
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200
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1
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0.6
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46
40
0.025648
26.270659
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5,616.484223
4,840.956766
820
11
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110
1
BC
1
1
20
1
210
0
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linux
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1
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0
0.9
0.227347
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36
20
5.37826
2.142075
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7,576.7985
4,308.853321
4,436.79984
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13
CA
148
1
BC
0
1
29
0
200
0
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1
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0
0.8
0.083587
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69
30
0.02765
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4,059.630783
4,299.836856
4,343.659817
665
1
CA
232
0
BA
0
1
10
1
1,000
0
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0.1
0.161255
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318
20
0.015523
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2,228
6,886.635789
4,435.280598
4,853.991739
13
5
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97
1
BE
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1
25
0
200
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0.8
0.910551
50
17
30
0.030575
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963
5,159.007685
3,546.028043
4,946.18659
11
20
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170
1
BC
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1
21
0
500
0
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1
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0.9
0.216277
25
6
30
0.005119
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868
3,337.403773
3,757.697238
3,132.312426
1
15
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137
0
BA
1
1
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0
200
0
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other
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1
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4
0
0.6
0.237168
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39
20
0.019783
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2,324
7,705.912515
5,097.119216
4,288.394648
0
11
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139
0
BC
0
1
5
0
200
0
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other
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1
0
4
0
0.6
0.154214
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272
60
0.00418
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2,924
7,958.020487
5,145.890455
4,231.335451
1
2
CC
184
1
BA
0
1
30
0
500
0
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windows
0
1
0
4
0
0.9
0.666752
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41
40
0.000136
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1,081
6,150.740222
5,024.748978
4,316.976026
1
7
CA
86
1
BC
1
0
11
0
200
0
INTERNET
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other
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1
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0
0.8
0.81163
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39
60
0.021042
110.501639
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3,187
4,661.70021
4,400.937741
4,281.764784
13
2
CB
101
1
BC
1
1
10
0
200
0
INTERNET
10.267605
other
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1
0
4
0
0.4
0.072893
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36
20
0.003176
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AB
1,209
8,465.290715
4,902.028847
5,047.306468
24
8
CA
135
1
BB
0
1
10
0
200
0
INTERNET
2.202799
linux
0
1
0
4
0
0.6
0.691663
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37
50
0.027772
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AB
1,003
7,417.838621
3,469.664942
4,074.355617
17
4
CF
97
0
BB
0
1
10
1
200
0
INTERNET
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windows
1
1
0
4
0
0.8
0.767362
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132
60
0.015949
22.06184
AA
1,588
5,235.632962
6,185.492227
4,862.606573
104
4
CC
60
0
BB
1
1
11
1
200
0
INTERNET
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1
0
4
0
0.5
0.386572
131
16
30
0.01593
24.483791
AA
2,498
12,077.995426
4,553.753103
5,217.006281
1
13
CA
123
1
BD
1
1
25
0
200
0
INTERNET
16.589521
windows
1
1
0
4
0
0.5
0.127487
-1
70
40
0.013866
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AB
4,871
6,665.147192
3,343.518607
4,217.230751
32
10
CA
193
1
BA
0
1
2
0
500
0
INTERNET
6.395068
windows
0
1
0
4
0
0.9
0.88454
-1
274
20
0.003175
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AD
2,845
3,754.809476
4,860.213594
4,315.026568
12
16
CA
270
0
BE
1
1
15
0
1,000
0
INTERNET
2.14517
other
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1
0
4
0
0.1
0.726445
50
16
30
0.000368
33.051344
AA
3,132
6,672.426376
2,102.267238
5,037.569085
8
18
CA
68
0
BD
0
1
6
0
200
0
INTERNET
1.684723
linux
1
1
0
4
0
0.8
0.707443
27
15
50
0.01177
-0.317008
AB
649
4,724.969639
6,099.081273
6,434.012087
5
8
CA
97
1
BB
1
1
10
0
1,500
0
INTERNET
2.434043
other
1
1
0
4
0
0.9
0.150934
30
0
30
13.52483
-1.475026
AB
636
6,656.910619
4,829.964574
4,322.539577
54
6
CA
91
0
BC
1
1
31
0
200
0
INTERNET
9.584935
linux
1
1
0
4
0
0.9
0.18699
53
0
20
0.005949
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AB
519
4,182.463696
2,876.034609
4,344.910447
11
10
CA
98
1
BB
1
1
31
1
200
0
INTERNET
0.830753
windows
0
1
0
4
0
0.1
0.122713
-1
46
20
0.013534
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AB
1,435
7,690.874626
3,106.861676
4,266.246442
14
14
CA
119
1
BE
0
1
30
0
200
0
INTERNET
1.203084
other
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1
0
4
0
0.2
0.599107
-1
201
10
0.011177
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AC
1,155
9,741.549882
5,257.223167
5,253.521299
2
11
CA
29
0
BE
0
1
-1
0
200
0
INTERNET
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other
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1
0
4
0
0.8
0.788978
-1
287
40
0.000636
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AC
1,297
3,795.806394
5,002.101916
4,219.919775
1
4
CA
138
1
BA
0
1
-1
0
500
0
INTERNET
4.231607
other
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1
0
4
0
0.3
0.178971
-1
44
50
0.003116
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AB
497
3,678.832198
3,297.245106
4,383.356754
5
4
CA
166
0
BA
1
0
25
0
1,500
0
INTERNET
3.438728
other
0
0
0
4
0
0.5
0.605512
-1
42
20
0.015836
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AB
1,876
8,253.120364
5,443.742407
4,201.053495
10
18
CA
110
0
BB
1
0
28
0
200
0
INTERNET
5.704682
macintosh
0
1
0
4
0
0.6
0.228255
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59
20
0.005231
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AB
981
6,897.270287
3,910.850567
4,175.939813
13
18
CB
70
1
BE
0
1
31
1
200
0
INTERNET
2.586705
other
1
1
0
4
0
0.9
0.094001
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67
20
0.006484
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AB
1,407
1,016.027131
4,982.848498
5,018.344101
242
13
CA
130
0
BC
0
1
30
0
500
0
INTERNET
3.578511
windows
0
1
0
4
0
0.6
0.640379
56
16
60
10.100987
-1.382476
AC
3,631
7,862.780909
3,830.585909
4,903.809353
0
5
CA
210
0
BA
0
1
-1
0
500
0
INTERNET
4.954208
macintosh
0
1
0
4
0
0.5
0.398698
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266
30
0.040935
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AC
2,831
8,484.877601
4,581.743231
5,020.19882
1
4
CA
153
1
BE
0
1
-1
0
200
1
INTERNET
1.775894
windows
1
1
0
4
0
0.8
0.832596
13
47
10
0.012109
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AB
2,169
2,011.060467
2,465.197777
4,791.904642
10
13
CA
194
0
BB
0
1
20
0
500
0
INTERNET
10.168114
linux
0
1
0
4
0
0.5
0.863003
31
151
40
0.016891
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AB
1,619
5,635.524307
4,221.137682
5,085.365498
766
4
CA
171
1
BE
1
0
26
1
990
0
INTERNET
19.935759
windows
1
1
0
4
0
0.4
0.839289
54
11
30
0.004475
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AB
2,136
5,695.215628
5,154.545785
5,024.133706
1
7
CA
214
1
BA
0
1
20
0
1,500
0
INTERNET
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linux
1
1
0
4
0
0.8
0.94061
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185
20
0.04068
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AB
1,701
985.357202
5,213.571486
4,327.340579
40
3
CA
193
0
BA
0
1
28
0
1,500
0
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16.988089
windows
0
1
0
4
0
0.1
0.491823
-1
301
50
0.002287
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AC
924
1,852.493409
4,933.556003
4,334.829618
1
8
CA
146
0
BA
1
1
-1
0
500
0
INTERNET
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macintosh
1
1
0
4
0
0.1
0.649491
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52
40
0.022297
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AC
2,775
2,796.815911
3,729.705656
5,043.593568
0
12
CA
96
0
BA
1
0
-1
0
500
0
INTERNET
16.579522
linux
1
1
0
4
0
0.5
0.797973
-1
59
40
0.006293
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AD
3,401
4,126.46876
3,478.511856
5,135.440934
14
4
CA
81
0
BE
1
1
30
0
200
0
INTERNET
2.129975
linux
1
1
0
4
0
0.5
0.497168
48
4
20
0.001777
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AB
1,649
6,467.952329
4,815.15208
4,196.173263
32
18
CA
135
1
BC
0
1
29
1
200
0
INTERNET
12.319352
linux
0
1
0
4
0
0.8
0.123044
48
4
20
0.049776
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AB
1,250
4,197.996269
4,889.820666
4,351.905674
12
10
CF
100
1
BC
0
1
11
0
200
0
INTERNET
1.772236
linux
0
1
0
4
0
0.8
0.517418
-1
39
30
0.021153
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AB
1,114
6,243.294071
4,916.468128
4,423.139905
23
18
CB
55
1
BB
0
1
31
0
200
0
INTERNET
10.127339
other
1
1
0
4
0
0.1
0.745789
12
12
40
0.020625
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AB
641
4,133.878194
3,856.90306
4,811.715167
7
11
CA
122
0
BE
1
1
1
0
200
0
INTERNET
3.802674
other
0
1
0
4
0
0.6
0.99958
-1
81
30
0.02156
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AB
3,116
6,364.814334
3,786.239482
5,163.170978
39
12
CB
87
1
BB
0
1
28
0
200
0
INTERNET
1.006848
x11
0
1
0
4
0
0.2
0.3828
-1
277
50
0.010269
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AB
865
2,565.906329
5,912.016988
4,823.677842
1
0
CC
113
0
BB
1
1
28
0
200
0
INTERNET
18.909151
windows
1
1
0
4
0
0.2
0.054953
20
10
20
8.046726
-1.683549
AC
524
6,332.222154
4,941.491436
4,245.188785
1
17
CA
68
0
BC
1
1
-1
0
200
0
INTERNET
34.776679
other
1
1
0
4