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int64
10
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float64
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78.5
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int64
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float64
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float64
1.3k
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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
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int64
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389
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int64
0
1
housing_status
stringclasses
7 values
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int64
0
1
phone_mobile_valid
int64
0
1
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int64
-1
32
has_other_cards
int64
0
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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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0
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int64
0
7
0
0.7
0.115885
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210
50
0.004912
-0.725803
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922
299.332928
3,858.559064
4,434.714576
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1
CC
182
0
BA
1
0
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1,000
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5,198.24888
754
11
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0
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500
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6
20
0.011922
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14
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60
0.027912
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1,095
3,800.808483
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4,447.994663
290
5
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19
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0.9
0.804023
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0.033038
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867
1,524.31933
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4,359.951612
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6
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155
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1
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500
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0.302417
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0.000959
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2,753
2,865.469601
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4,382.815889
13
5
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155
1
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1
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0.452038
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309
3,358.100675
3,967.765038
4,469.346545
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12
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139
1
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5,057.152276
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87
1
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1
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0.7
0.273024
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109
30
0.001318
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2,654
2,196.589504
3,042.956546
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115
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235
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591
6,873.544463
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205
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31
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0.9
0.386672
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6
30
0.004589
13.083425
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1,619
8,981.706943
5,189.104541
4,370.9339
19
10
CB
169
0
BC
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20
1
500
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0.1
0.899233
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104
40
0.022757
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2,192
5,555.75756
4,801.666113
4,286.483301
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104
0
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1
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26
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200
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0.1
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176
80
0.023851
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1,114
8,411.304952
4,269.773055
4,341.131188
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CC
130
1
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0.6
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24
20
7.504799
22.810602
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1,163
7,266.86469
3,731.713687
5,931.166719
24
9
CB
101
1
BC
1
1
3
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200
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0.9
0.829591
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48
40
0.002173
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891
4,844.90918
3,736.557338
4,883.07172
14
5
CB
166
0
BC
1
1
30
1
1,500
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macintosh
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4
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0.8
0.075926
55
10
30
0.000479
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340
6,035.160716
3,556.654156
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11
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95
0
BA
1
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200
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0.1
0.983832
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29
30
0.00418
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1,495
2,588.110283
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4,908.629477
13
17
CA
117
0
BC
0
1
15
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200
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134
20
0.024691
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AD
840
5,535.806425
5,025.710485
5,117.856007
12
5
CE
106
0
BE
0
1
1
1
200
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20.158222
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4
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0.9
0.075269
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122
50
0.039707
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959
1,726.565085
3,561.777634
5,193.051298
17
5
CC
104
0
BB
1
1
1
0
200
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16.871408
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1
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4
0
0.3
0.550728
-1
37
20
0.035283
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1,257
6,184.012895
4,999.175287
4,775.718135
0
11
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224
0
BC
0
1
-1
1
1,000
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INTERNET
2.202042
other
1
1
0
4
0
0.7
0.227601
-1
40
20
0.021717
-1.358501
AC
1,604
6,769.916154
5,266.548508
4,239.926882
5
10
CA
173
0
BC
0
1
-1
0
500
0
INTERNET
8.184819
linux
0
1
0
4
0
0.4
0.993158
25
1
40
0.024738
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AC
414
6,611.922061
4,444.061352
5,083.854766
1
11
CA
97
0
BA
0
1
-1
0
500
0
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7.140813
windows
1
1
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4
0
0.9
0.183381
-1
167
30
0.010467
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409
7,704.478405
5,413.081063
4,966.297786
1,416
8
CA
186
1
BC
1
1
15
1
500
0
TELEAPP
4.523846
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1
1
0
4
0
0.9
0.01495
-1
29
30
0.013269
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AB
2,025
1,409.843164
4,631.686752
4,865.728391
12
13
CA
216
1
BC
0
1
10
1
1,000
0
INTERNET
5.741806
windows
0
1
0
4
0
0.8
0.872136
-1
228
60
0.01321
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AB
822
4,624.819475
3,562.841839
4,276.534074
855
2
CC
172
1
BA
1
1
10
0
200
0
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1.510137
windows
0
1
0
4
0
0.2
0.845892
-1
35
40
0.002806
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AC
1,135
8,556.050935
4,027.932315
4,763.537268
14
8
CB
140
0
BC
1
1
-1
0
1,000
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3.127002
linux
1
1
0
4
0
0.8
0.1901
52
8
30
14.494035
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661
4,177.018281
3,130.369045
4,350.225745
0
10
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129
0
BC
0
1
1
0
200
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2.238526
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1
1
0
4
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0.8
0.081981
40
34
20
0.009831
101.177312
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1,605
7,239.741945
5,188.35689
4,366.795633
18
13
CA
174
1
BC
1
1
28
0
500
1
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4.672031
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0
1
0
4
0
0.8
0.106638
-1
82
20
0.027029
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AB
1,254
6,731.489632
3,627.22573
5,320.540242
1
9
CA
102
1
BE
1
1
5
0
200
0
INTERNET
1.499214
linux
0
1
0
4
0
0.9
0.694011
-1
38
20
0.009282
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534
3,085.167453
3,105.944854
5,018.552663
10
18
CA
265
1
BA
0
1
6
0
1,500
0
INTERNET
5.618524
windows
1
1
0
4
0
0.2
0.665392
25
10
20
0.003709
50.901148
AA
1,289
3,474.660443
4,435.151172
4,384.074732
14
8
CA
144
1
BC
0
1
1
1
500
0
INTERNET
2.266052
linux
0
1
0
4
0
0.7
0.536761
12
1
30
0.010459
-1.074992
AB
1,079
1,694.65597
3,591.791301
5,020.844594
13
9
CA
167
1
BC
0
1
22
0
1,500
0
INTERNET
17.475932
linux
0
1
0
4
0
0.7
0.997175
45
39
30
0.001311
-1.191463
AC
1,013
1,453.640608
4,584.95906
4,348.154233
1
14
CA
97
0
BB
1
1
-1
0
200
0
INTERNET
1.884894
other
1
1
0
4
0
0.9
0.242245
-1
197
40
0.008564
107.00276
AA
704
8,684.818823
4,497.677758
4,240.160632
27
8
CA
162
0
BA
0
0
25
0
1,500
0
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3.744228
windows
0
1
0
4
0
0.6
0.855821
-1
172
40
0.017937
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AC
3,016
9,721.628074
5,954.178974
4,916.793956
0
6
CA
227
1
BA
0
1
-1
1
1,500
0
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8.368592
windows
0
1
0
4
0
0.5
0.500801
-1
42
30
0.018364
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AC
2,613
5,621.860696
3,225.402402
4,799.334811
1
10
CB
177
1
BC
0
1
-1
0
500
0
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6.744386
linux
1
1
0
4
0
0.6
0.697713
-1
225
20
5.171383
12.008904
AA
604
7,101.403776
5,222.28593
4,429.241764
1,868
2
CA
39
0
BB
0
1
11
1
200
0
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4.573767
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4
0
0.1
0.653473
-1
31
20
0.009245
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2,137
3,450.170452
4,900.842179
5,033.117687
0
15
CA
209
1
BB
0
1
-1
0
500
0
INTERNET
3.516345
other
0
1
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4
0
0.2
0.370033
50
30
40
0.006105
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AB
946
5,684.6124
5,233.236671
4,263.226428
6
9
CA
136
0
BB
1
1
1
1
200
0
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1.830946
windows
0
1
0
4
0
0.6
0.35348
59
9
30
0.012228
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AC
2,610
3,733.373479
3,622.454515
5,987.55351
1,354
13
CC
206
1
BB
1
1
10
0
1,500
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2.193105
linux
0
1
0
4
0
0.4
0.867271
-1
258
40
0.033541
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AB
871
7,987.431005
4,404.049334
4,423.225504
14
7
CA
213
0
BA
1
1
28
0
500
0
INTERNET
3.589134
other
1
1
0
4
0
0.6
0.26883
-1
62
70
0.012217
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1,271
9,816.370729
4,673.679593
4,314.491002
190
4
CA
197
1
BC
0
1
5
0
1,500
0
INTERNET
4.242011
linux
0
1
0
4
0
0.6
0.324658
-1
127
50
1.317319
-0.924033
AC
1,762
4,275.756785
3,065.879744
4,407.933887
0
5
CA
219
0
BA
0
1
-1
1
500
0
INTERNET
1.215111
other
0
1
0
4
0
0.6
0.019422
-1
68
40
0.009201
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AB
1,202
8,380.883417
5,892.001581
5,113.760668
16
3
CB
194
0
BA
1
1
25
1
1,000
0
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4.05986
linux
0
1
0
4
0
0.9
0.155109
-1
26
30
0.014946
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AD
614
695.715347
2,398.068328
5,001.399379
9
18
CA
233
1
BC
0
1
-1
0
1,500
0
INTERNET
2.544989
windows
0
1
0
4
0
0.7
0.424232
28
3
60
0.007206
51.801751
AA
1,197
2,261.764658
2,593.227474
3,085.426621
1
8
CB
227
0
BA
1
0
5
0
1,500
1
INTERNET
7.671969
windows
0
1
0
4
0
0.9
0.561682
49
0
30
0.01043
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AC
1,367
1,454.480542
4,358.265806
3,158.598421
0
11
CA
52
0
BC
0
1
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0
200
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4.255497
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1
1
0
4
0
0.8
0.732813
-1
136
50
0.001921
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799
6,016.565341
4,665.580238
4,257.596975
1
6
CA
191
0
BA
0
1
-1
0
1,000
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18.259481
windows
0
1
0
4
0
0.9
0.350845
-1
37
30
0.018318
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878
3,535.358177
2,507.136245
4,359.845197
1
19
CA
140
1
BB
0
1
1
0
1,000
0
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3.98962
linux
0
1
0
4
0
0.8
0.030829
-1
119
40
0.025945
51.319109
AA
970
4,183.415468
4,543.16453
4,305.291747
1,891
5
CA
169
0
BB
1
1
15
1
200
0
INTERNET
14.327579
other
0
1
0
4
0
0.7
0.706642
-1
65
20
0.020254
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1,041
4,946.164039
5,847.691279
5,043.288466
9
13
CA
116
0
BE
0
1
25
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200
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2.669105
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0
0
4
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0.7
0.097427
32
1
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0.004327
17.550229
AA
1,405
2,439.32379
3,454.088837
3,139.930593
3
9
CA
220
1
BC
0
1
11
0
200
0
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14.446512
macintosh
0
1
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4
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0.9
0.183377
120
-1
60
14.387195
9.544454
AA
1,455
5,933.167628
3,553.083356
4,333.180489
1
11
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98
0
BC
0
1
11
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500
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macintosh
1
1
0
4
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0.9
0.335073
-1
21
40
0.014222
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923
961.610195
3,255.764146
3,857.903325
38
7
CA
97
0
BA
0
1
21
1
200
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3.00176
windows
1
1
0
4
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0.8
0.263305
-1
52
40
0.009216
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1,584
5,087.455373
3,689.200533
3,244.336444
0
11
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103
1
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1
1
-1
1
200
0
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linux
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1
0
4
0
0.6
0.391298
-1
256
40
0.008571
-0.767253
AB
847
7,068.692769
4,964.079742
4,985.957011
12
13
CA
114
0
BA
0
1
31
0
200
0
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windows
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1
0
4
0
0.6
0.319515
-1
237
50
0.021947
-1.025423
AB
2,035
6,921.595616
3,701.840256
4,898.538643
43
3
CC
142
1
BC
1
1
30
0
200
0
INTERNET
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linux
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1
0
4
0
0.1
0.3355
35
2
20
0.0497
-1.233502
AB
446
2,786.739306
4,099.653533
5,044.213492
5
16
CA
82
1
BB
0
1
10
0
200
0
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other
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1
0
4
0
0.4
0.465204
105
8
40
0.034966
-0.830739
AB
1,159
5,743.704086
5,029.377898
5,065.801387
243
13
CD
60
0
BB
1
0
11
1
200
0
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other
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1
0
4
0
0.1
0.380393
-1
226
60
0.008855
36.573727
AA
3,122
5,043.535036
4,250.358469
5,048.329143
11
1
CC
105
0
BB
1
1
2
0
1,500
0
INTERNET
14.301046
windows
1
1
0
4
0
0.3
0.411059
-1
293
40
0.00269
-1.039024
AC
1,242
2,674.802735
3,109.024144
4,350.094285
1
3
CD
128
1
BB
1
0
-1
0
200
0
INTERNET
7.792114
windows
0
1
0
4
0
0.5
0.644274
-1
173
40
0.010116
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AC
1,396
6,169.867605
6,368.490556
4,933.838115
1
9
CD
251
1
BA
0
1
-1
1
1,500
0
INTERNET
5.86315
windows
0
1
0
4
0
0.9
0.322281
-1
84
30
0.026839
26.743814
AA
2,060
4,753.201997
4,955.05769
4,981.932862
2
6
CA
62
0
BD
0
1
15
0
200
0
INTERNET
3.038113
windows
1
1
0
4
0
0.2
0.992809
-1
85
30
0.031635
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AC
3,103
4,155.166477
4,991.296478
4,736.0415
0
10
CA
45
0
BB
1
1
-1
0
200
0
INTERNET
0.978984
other
1
1
0
4
0
0.1
0.444719
-1
46
40
0.002253
-1.600956
AB
1,489
4,729.292538
3,527.866971
4,407.517202
1,367
9
CF
85
0
BB
0
1
31
0
200
0
INTERNET
3.209001
linux
1
1
0
4
0
0.4
0.87232
-1
129
30
0.004118
-1.425205
AC
1,077
879.47289
4,585.175315
4,381.706088
0
17
CB
150
1
BC
1
0
-1
0
1,000
0
INTERNET
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other
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1
0
4
0
0.7
0.115939
-1
45
30
0.02246
25.872728
AA
3,044
6,150.462085
6,799.518671
4,169.741311
1,571
2
CA
11
1
BA
0
1
15
1
200
0
INTERNET
3.392152
linux
0
1
0
4
0
0.7
0.75471
-1
57
30
0.012885
50.283942
AA
1,532
9,757.309535
5,478.961295
4,083.301009
2
9
CA
165
1
BC
1
1
21
1
500
0
INTERNET
8.686527
other
0
1
0
4
0
0.9
0.009702
-1
51
40
0.006827
49.415937
AA
1,332
1,599.883572
4,295.292488
4,999.797837
1,905
5
CA
284
0
BC
0
1
6
0
200
0
INTERNET
11.185872
linux
1
1
0
4
0
0.9
0.124419
-1
38
20
0.014944
-0.551137
AD
149
3,610.244743
2,903.78142
3,793.987241
849
19
CA
140
1
BC
0
1
28
0
200
0
INTERNET
5.988731
linux
1
1
0
4
0
0.4
0.59534
50
2
40
0.002589
-1.337374
AD
580
1,922.371176
2,831.114202
4,967.032357
221
9
CA
94
1
BC
1
1
1
0
200
0
INTERNET
6.694418
linux
0
1
0
4
0
0.4
0.861267
-1
22
20
0.027136
-1.096331
AB
1,869
3,268.279188
2,645.029319
4,754.248862
38
19
CA
74
0
BE
0
1
1
0
200
0
INTERNET
4.889658
other
0
1
0
4
0
0.5
0.732932
-1
67
20
0.040225
-1.322802
AB
894
3,017.068712
3,400.960738
4,770.62007
43
11
CA
77
0
BB
1
1
1
0
200
0
INTERNET
8.279234
linux
0
1
0
4
0
0.9
0.994773
33
19
20
0.00083
99.033937
AA
2,176
4,250.347078
4,296.580966
4,336.46518
13
10
CA
94
0
BC
0
1
28
1
200
0
INTERNET
1.738734
other
1
1
0
4
0
0.9
0.636433
-1
101
40
0.010673
-0.440596
AB
904
7,095.744779
3,870.441311
4,733.29285
16
9
CA
142
1
BC
0
1
1
1
200
0
INTERNET
21.783497
macintosh
0
1
0
4
0
0.8
0.017669
-1
103
50
15.277122
-0.626834
AD
1,451
3,465.957468
2,458.036744
4,380.313042
13
5
CD
95
0
BC
0
1
15
0
200
0
INTERNET
2.884922
linux
1
1
0
4
0
0.9
0.130134
11
0
30
17.408783
-0.976315
AD
4,943
8,936.281156
5,934.572457
6,370.842377
35
13
CB
211
1
BC
0
1
31
0
200
0
INTERNET
3.29566
other
1
1
0
4
0
0.8
0.993299
-1
49
20
7.503343
12.187039
AA
1,419
5,012.781431
4,732.328148
4,964.480817
44
19
CA
101
1
BE
1
1
20
0
200
0
INTERNET
2.353417
other
0
1
0
4
0
0.4
0.521968
-1
166
30
0.007297
32.307435
AA
2,821
3,374.646754
5,155.398474
4,883.269825
15
5
CF
217
0
BB
1
1
15
0
200
1
INTERNET
9.448057
linux
1
1
0
4
0
0.1
0.664761
-1
53
30
0.002352
-1.275598
AB
962
5,356.087054
5,079.330497
5,073.999759
14
18
CA
100
0
BC
0
1
1
1
200
0
INTERNET
1.150124
other
1
1
0
4
0
0.8
0.414834
-1
23
40
0.010056
-1.434295
AB
3,068
5,462.754499
3,337.165286
4,201.516668
2
10
CA
85
1
BC
1
1
1
0
200
0
INTERNET
4.457482
linux
0
1
0
4
0
0.1
0.870521
-1
236
40
0.035001
35.498161
AA
1,152
8,704.765193
3,653.428815
5,053.711917
13
4
CA
71
1
BE
1
1
1
0
200
0
INTERNET
16.6647
windows
1
1
0
4
0
0.7
0.58342
-1
248
70
0.008201
32.862138
AA
885
8,739.727727
4,959.40617
4,469.661572
1
7
CA
-66
1
BE
1
1
30
0
200
0
INTERNET
10.418355
windows
1
1
0
4
0
0.4
0.452588
82
0
30
7.405026
-0.536075
AC
1,837
7,168.26898
4,374.669697
4,690.230435
2
30
CA
89
0
BC
0
1
-1
0
200
0
INTERNET
9.139323
windows
1
1
0
4
0
0.9
0.702725
-1
86
50
0.009095
46.606622
AA
2,430
6,214.412122
4,746.757548
5,244.247703
510
5
CA
223
1
BC
1
1
1
1
1,500
0
INTERNET
4.852648
linux
1
1
0
4
0
0.9
0.852969
43
34
30
0.004771
-1.085574
AD
1,301
7,401.427977
4,340.462235
4,379.640913
12
9
CA
185
1
BC
0
1
28
0
510
0
INTERNET
5.820802
windows
0
1
0
4
0
0.9
0.060368
-1
56
20
0.014959
-0.818045
AB
1,051
8,943.816483
4,350.683468
4,830.639632
1,706
13
CA
160
1
BA
1
0
30
0
200
0
INTERNET
1.963595
linux
0
1
0
4
0
0.4
0.23436
-1
40
40
0.022615
7.192419
AA
610
3,264.083061
4,610.932832
4,965.010134
11
25
CA
112
1
BA
1
0
30
1
200
0
INTERNET
4.354
other
1
1
0
4
0
0.9
0.934807
-1
42
20
0.023117
-1.189451
AC
1,550
8,927.61418
8,868.964091
4,812.631312
0
9
CB
324
0
BB
1
1
-1
1
1,000
0
INTERNET
7.49108
other
0
1
0
4
0
0.9
0.571988
-1
108
30
0.010111
-0.931856
AB
2,274
6,888.149214
7,215.601505
4,353.298689
36
7
CA
188
1
BA
0
1
10
0
500
0
INTERNET
2.381844
other
0
1
0
4
0
0.6
0.143615
-1
25
30
0.001537
-1.270986
AB
1,917
1,618.274932
6,788.174497
4,989.941076
1,425
9
CA
225
1
BC
1
0
5
1
1,500
0
INTERNET
2.654449
macintosh
0
1
0
4
0
0.4
0.377841
-1
50
20
0.01037
-1.401658
AD
3,453
4,381.021912
3,004.552619
4,439.778831
1,423
10
CA
92
1
BE
0
1
2
0
200
0
INTERNET
3.057166
macintosh
0
1
0
4
0
0.2
0.838942
-1
328
40
0.020555
-0.731587
AD
829
6,461.716959
7,066.407815
4,192.988408
16
6
CA
252
0
BA
1
1
28
0
1,500
0
INTERNET
8.04451
windows
1
1
0
4
0
0.4
0.897683
-1
191
30
0.001963
26.706469
AA
1,748
6,029.338842
4,553.127816
4,964.885782
19
3
CA
66
0
BC
0
1
25
0
200
0
INTERNET
9.322414
windows
1
1
0
4
0
0.1
0.55752
-1
189
60
0.014017
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AB
667
4,310.125176
2,930.429147
4,512.947095
15
4
CC
71
0
BB
1
0
15
0
200
0
INTERNET
3.86623
windows
0
1
0
4
0
0.7
0.712493
-1
145
50
0.029983
-0.416957
AB
1,730
3,823.212909
3,386.344813
4,858.161672
1,972
5
CA
190
1
BA
0
1
1
0
1,500
0
INTERNET
0.137953
windows
1
1
0
4
0
0.5
0.406323
-1
226
70
0.030101
25.568006
AA
1,391
8,298.424641
5,443.754859
4,888.535954
1,145
2
CC
179
0
BA
1
1
11
1
500
0
INTERNET
15.633617
windows
0
1
0
4
0
0.9
0.202637
98
32
30
0.018688
39.079665
AA
872
3,083.118598
4,742.295154
5,309.00869
870
14
CA
109
1
BC
1
0
30
0
200
0
INTERNET
2.665815
macintosh
1
1
0
4