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383
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float64
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78.5
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float64
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int64
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float64
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float64
1.3k
9.51k
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float64
2.83k
6.99k
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int64
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2.39k
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0
39
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stringclasses
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int64
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389
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int64
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housing_status
stringclasses
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int64
0
1
phone_mobile_valid
int64
0
1
bank_months_count
int64
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32
has_other_cards
int64
0
1
proposed_credit_limit
float64
190
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0
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source
stringclasses
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session_length_in_minutes
float64
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85.9
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stringclasses
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int64
0
1
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int64
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0
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0
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0
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0.457026
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45
20
0.003261
102.357564
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7,354.176623
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15
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175
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3,243.016369
3,594.767193
4,880.216544
31
8
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202
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26
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232
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8.864251
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2,311
14,788.291102
6,908.443731
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22
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21
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0.015439
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5,443.952721
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17.84676
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7,894.84014
4,523.906451
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0.018381
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1,736
2,633.548107
5,615.258505
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0.02225
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1,049
1,835.452369
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0.100589
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40
0.017991
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1,299
6,330.329789
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122
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1,363
3,800.800354
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99
1
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0.690822
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1,176
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925
5,039.247887
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33
6
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101
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4,197.793936
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1
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CC
257
1
BA
1
1
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1,000
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122
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0.014809
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CD
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30
0.009616
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3,195
2,567.486213
3,292.692526
5,128.567813
1
16
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88
0
BE
0
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0.6
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146
50
0.033987
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1,461
13,786.543784
5,031.623125
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15
6
CA
173
0
BC
1
1
11
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200
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linux
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0.5
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166
20
0.000552
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1,087
4,105.81825
3,520.122248
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10
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247
1
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0.6
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30
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1,581
3,874.905939
3,966.690303
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35
11
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255
0
BC
1
1
25
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1,000
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0.9
0.166152
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165
20
0.004491
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779
4,481.368454
5,335.100556
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9
6
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120
0
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0
1
1
1
200
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23
30
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268
3,741.503838
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4,748.281372
16
26
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138
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0.4
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198
16
50
0.011428
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935
9,285.480555
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5,127.332732
431
14
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94
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1
200
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0.3
0.226516
53
26
40
0.016746
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839
4,229.195144
2,639.611521
4,768.964263
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10
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93
1
BB
1
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22
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200
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linux
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0.8
0.58382
24
24
30
0.038976
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909
4,331.368483
4,806.788754
4,828.340157
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184
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BA
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11
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1,388
2,260.533647
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16
20
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203
1
BC
0
1
6
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1,500
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14.37129
windows
1
1
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4
0
0.8
0.880466
-1
258
20
0.017802
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1,095
8,733.201526
4,540.433592
4,291.343069
853
13
CA
275
1
BE
1
1
1
0
500
0
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macintosh
1
1
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4
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0.9
0.718084
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50
30
0.032888
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1,086
5,327.084818
5,222.675809
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2
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80
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0
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21
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200
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0.1
0.839457
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53
20
0.02004
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1,266
7,287.815629
4,491.654874
4,822.700024
13
11
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196
0
BA
0
1
25
1
1,000
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1
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4
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0.4
0.295457
28
7
30
1.548542
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1,078
9,860.554389
5,525.866147
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1
12
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147
1
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0
1
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linux
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0.3
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47
20
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14.718453
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3,166
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14
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14
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0.9
0.28167
156
7
50
0.002453
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1,159
7,885.111909
4,197.172241
4,939.714876
1
1
CC
69
0
BB
0
0
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200
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windows
1
1
0
4
0
0.3
0.417784
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128
30
2.487115
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AB
1,016
7,351.105178
4,401.618767
4,355.853827
832
10
CF
117
1
BB
1
0
15
1
200
0
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2.649019
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0.1
0.354522
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20
50
0.005907
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821
9,041.830536
5,157.691743
4,896.835347
8
6
CA
193
1
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0
1
1
0
1,500
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6.65208
linux
0
1
0
4
0
0.1
0.714469
-1
82
10
0.003217
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AA
1,961
10,530.541873
6,267.176064
4,899.558092
8
7
CE
150
0
BE
0
1
6
0
1,500
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4.954528
windows
1
1
0
4
0
0.4
0.033457
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93
20
0.003354
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AC
1,147
4,967.653769
4,162.292273
4,325.177639
0
11
CA
109
1
BB
0
1
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0
200
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5.806779
windows
1
2
0
4
0
0.7
0.199256
-1
128
40
0.019074
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AC
2,788
6,732.280526
4,772.747971
4,471.827174
0
7
CC
146
1
BA
0
1
-1
0
500
0
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8.421349
linux
0
1
0
4
0
0.1
0.440077
12
13
50
0.004503
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AB
475
9,415.139466
5,647.185808
4,807.484362
15
5
CA
143
1
BC
0
1
1
0
200
0
INTERNET
2.694894
windows
1
1
0
4
0
0.4
0.37094
95
11
50
0.033029
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AC
3,554
5,036.337668
5,162.382688
4,254.45791
0
2
CA
126
1
BA
0
1
-1
0
200
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19.936406
linux
1
1
0
4
0
0.4
0.853032
-1
49
20
0.023424
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4,189
2,929.846709
4,306.072622
5,063.845686
1,802
9
CA
-7
1
BD
0
1
4
0
200
0
INTERNET
5.658637
other
0
1
0
4
0
0.4
0.902004
-1
201
20
0.015054
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AC
1,453
4,847.466312
3,119.495865
4,335.32525
0
9
CA
155
0
BE
0
1
-1
1
500
0
INTERNET
3.854043
windows
0
1
0
4
0
0.4
0.47721
-1
11
40
0.007883
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AB
1,661
4,370.015236
3,292.04959
4,272.790832
199
5
CA
216
0
BC
0
1
3
0
500
0
INTERNET
4.99885
other
0
1
0
4
0
0.9
0.221554
-1
38
30
0.012914
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AD
1,613
5,005.231862
4,615.405654
5,076.385251
16
11
CB
78
1
BC
0
1
1
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200
0
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1.875398
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1
1
0
4
0
0.9
0.998499
30
16
30
0.782693
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832
4,564.018989
3,317.855465
4,260.061021
190
2
CB
137
1
BC
1
1
5
1
200
0
INTERNET
2.349335
windows
0
2
0
4
0
0.2
0.639981
9
2
20
0.029057
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819
6,026.235514
4,909.454202
4,337.151227
8
7
CA
195
0
BC
0
1
26
0
1,000
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8.55446
windows
1
1
0
4
0
0.1
0.841289
-1
374
50
0.007887
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2,808
6,655.725337
4,360.808488
4,358.022662
22
7
CB
53
0
BA
1
1
1
0
200
0
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4.92321
linux
1
1
0
4
0
0.1
0.135333
10
-1
20
0.017168
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AB
137
9,447.895395
5,819.946971
3,084.545529
16
8
CA
147
1
BC
0
1
1
0
990
0
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37.224101
linux
1
1
0
4
0
0.7
0.870099
-1
39
20
0.002445
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5,746
8,184.205896
5,420.178549
4,324.539937
14
7
CA
80
1
BE
0
1
31
0
200
0
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8.928315
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1
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4
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0.6
0.724663
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213
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0.016129
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476
1,103.027176
4,692.845588
4,965.186272
1
1
CA
161
0
BB
0
1
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500
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5.887457
windows
1
1
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4
0
0.6
0.094968
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113
50
0.038637
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222
4,980.773408
5,681.180846
4,333.08359
2,237
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CC
163
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BB
1
0
30
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500
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1.084115
windows
1
1
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4
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0.6
0.485668
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40
60
0.036587
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828
2,845.49401
3,504.541246
4,961.312524
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1
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123
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0
200
0
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macintosh
0
1
0
4
0
0.3
0.986795
32
39
50
0.018376
-0.873452
AB
2,579
7,958.709833
4,308.752585
5,062.32842
11
1
CA
169
1
BC
1
1
16
0
1,500
0
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linux
1
1
0
4
0
0.9
0.66347
51
1
30
0.032435
51.562071
AA
1,112
2,749.903214
4,274.832131
3,189.642242
4
11
CA
234
1
BE
1
1
1
0
1,500
0
INTERNET
1.499457
linux
1
1
0
4
0
0.9
0.509086
30
37
70
0.008377
-0.311429
AB
865
5,837.706789
4,498.433015
4,352.165355
2,102
2
CB
112
0
BC
1
0
15
0
200
0
INTERNET
2.818155
windows
0
1
0
4
0
0.6
0.785756
-1
364
20
0.028495
-1.157485
AB
861
10,171.630445
5,152.589746
4,302.500975
1
5
CF
63
0
BA
0
0
5
1
200
0
INTERNET
1.518277
linux
0
1
0
4
0
0.8
0.208794
57
7
30
0.011239
-0.442694
AD
725
4,373.688658
4,497.313185
3,132.265463
541
9
CA
208
1
BC
0
1
1
0
1,500
0
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3.57516
macintosh
1
1
0
4
0
0.1
0.589641
-1
24
20
0.007953
-1.451038
AB
850
1,312.780046
2,796.678368
4,302.466964
1,842
14
CE
116
0
BB
0
1
15
0
200
0
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windows
1
1
0
4
0
0.9
0.561922
-1
184
40
0.024804
-0.881751
AB
1,525
2,827.902391
2,948.304258
4,268.078242
32
4
CA
96
0
BA
1
1
15
0
200
0
INTERNET
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windows
1
1
0
4
0
0.4
0.058485
-1
34
60
0.005063
-1.513871
AD
686
3,104.610233
4,976.340722
4,852.463753
1
1
CC
79
1
BB
1
1
10
0
200
0
INTERNET
10.855008
windows
0
1
0
4
0
0.6
0.780847
103
8
30
8.021716
-0.871263
AC
3,444
3,485.639289
4,973.07172
4,924.507921
1
7
CA
43
1
BB
0
1
-1
0
200
0
INTERNET
18.65596
other
1
1
0
4
0
0.9
0.476058
95
3
30
0.014799
-0.86118
AB
1,240
3,490.604366
3,328.024886
5,157.333978
9
15
CA
94
0
BB
0
1
1
0
200
0
INTERNET
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other
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1
0
4
0
0.9
0.143246
-1
143
50
0.006036
-1.269793
AC
425
6,282.622502
4,604.441109
4,787.012459
0
7
CA
64
0
BA
0
1
-1
0
200
0
INTERNET
1.517666
other
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1
0
4
0
0.2
0.889466
-1
49
30
0.002656
-1.318335
AB
1,098
2,252.89805
8,763.118057
4,942.806853
1,714
5
CA
259
1
BA
0
1
15
0
1,500
0
INTERNET
6.303656
windows
1
1
0
4
0
0.2
0.905423
-1
143
60
0.007612
-0.923801
AB
912
11,254.746138
5,737.203111
6,420.670323
8
8
CC
166
0
BB
1
1
11
0
500
0
INTERNET
4.995504
linux
0
1
0
4
0
0.1
0.278232
-1
56
20
0.017953
-0.437172
AD
3,499
7,365.195799
4,108.591697
4,332.234601
5
16
CA
47
0
BE
0
1
20
0
200
0
INTERNET
6.114729
linux
1
1
0
4
0
0.7
0.356179
-1
240
40
0.009091
-0.730171
AD
697
1,603.671734
3,457.450986
3,638.527664
10
4
CE
97
1
BE
1
1
31
0
200
0
INTERNET
5.70195
linux
1
1
0
4
0
0.8
0.708185
-1
192
30
0.005252
49.221512
AA
1,450
7,263.594303
4,770.209949
5,116.225012
2
13
CA
260
1
BA
0
1
21
1
990
0
INTERNET
3.530772
linux
0
1
0
4
0
0.4
0.629779
-1
198
20
0.000166
-0.625274
AB
1,394
9,610.388769
5,627.508084
4,358.177151
15
17
CA
206
1
BE
0
1
1
0
1,000
0
INTERNET
1.716325
macintosh
0
1
0
4
0
0.3
0.289867
27
14
30
0.012432
-0.383847
AB
625
6,656.012536
3,799.568686
5,054.480586
4
11
CA
237
0
BA
0
1
29
0
1,500
0
INTERNET
3.510611
linux
1
1
0
4
0
0.9
0.577853
304
31
30
6.468422
22.161505
AA
1,231
1,789.025188
7,065.188987
5,079.201034
1
12
CA
114
0
BC
0
1
31
1
1,000
0
INTERNET
10.127876
windows
1
1
0
4
0
0.7
0.286726
-1
126
30
0.020724
-1.002041
AB
1,599
5,377.988074
3,535.038759
4,349.454216
227
13
CA
114
0
BE
1
1
1
1
200
0
INTERNET
5.347269
linux
0
1
0
4
0
0.6
0.793906
-1
76
40
0.01287
-1.256425
AC
1,699
8,297.81298
3,834.669519
4,305.305659
1
10
CA
163
1
BC
1
1
-1
1
500
0
INTERNET
9.559112
other
0
1
0
4
0
0.5
0.569234
-1
118
40
0.023107
-0.473479
AB
1,790
6,232.650427
4,938.873298
4,185.817515
17
6
CA
235
1
BB
0
1
10
0
200
0
INTERNET
5.610116
windows
0
1
0
4
0
0.1
0.345158
94
18
30
0.020381
-1.431908
AC
2,312
4,448.500533
2,769.234942
4,407.519133
1
8
CD
87
0
BC
0
1
-1
0
200
0
INTERNET
18.666391
windows
1
1
0
4
0
0.7
0.864464
39
6
30
0.008857
9.612743
AA
724
12,003.2391
2,047.166241
3,643.610134
3
2
CA
209
0
BC
0
1
9
0
500
0
INTERNET
4.217051
linux
0
1
0
4
0
0.6
0.542884
-1
39
30
0.016363
-1.332375
AC
648
9,301.74477
4,970.575919
5,350.855363
11
13
CA
73
1
BC
1
0
3
0
200
0
INTERNET
1.553862
linux
1
1
0
4
0
0.9
0.804574
-1
75
50
6.357596
21.91726
AA
272
9,463.188826
6,119.17584
4,793.431356
0
5
CA
27
0
BB
0
1
-1
0
200
0
INTERNET
7.182033
linux
0
1
0
4
0
0.9
0.722533
-1
85
40
0.008302
-1.054697
AC
465
4,936.662217
3,429.897091
4,908.221576
0
12
CA
186
0
BA
0
1
-1
0
1,500
0
INTERNET
2.039229
windows
0
1
0
4
0
0.7
0.893163
-1
253
20
0.026377
-1.047846
AD
1,864
12,995.628906
4,777.640995
4,985.431196
206
15
CA
138
1
BB
0
1
1
0
500
0
INTERNET
56.333243
other
0
1
0
4
0
0.3
0.848966
9
4
20
0.014063
-1.190985
AB
2,489
2,457.539321
3,104.754515
4,862.92645
1
10
CA
107
0
BC
0
1
1
0
200
0
INTERNET
6.797047
linux
1
1
0
4
0
0.7
0.44143
-1
158
40
14.837756
25.036012
AA
1,822
4,092.379038
4,519.255428
4,284.785695
12
7
CA
188
1
BC
0
1
26
0
1,500
0
INTERNET
8.510256
windows
0
1
0
4
0
0.8
0.150888
-1
190
50
0.014998
-1.652215
AB
1,125
2,989.84733
5,836.890451
4,325.135307
1,826
5
CA
193
1
BA
1
1
30
0
200
0
INTERNET
2.617048
linux
1
1
0
4
0
0.8
0.127869
-1
59
30
0.032831
-1.193913
AB
1,121
8,067.403502
5,214.522202
4,687.351253
9
17
CB
133
1
BB
0
1
19
0
200
0
INTERNET
12.072927
other
1
1
0
4
0
0.9
0.645605
-1
260
60
0.040851
-1.392488
AB
1,297
7,033.283646
4,672.462868
4,936.143727
33
3
CC
102
0
BC
1
0
28
1
200
0
INTERNET
2.454292
windows
0
1
0
4
0
0.9
0.685017
-1
226
50
0.02618
-0.696538
AB
2,004
4,741.114329
5,024.167572
4,404.193824
12
5
CA
239
1
BB
1
1
1
0
500
0
INTERNET
6.022639
other
1
1
0
4
0
0.9
0.206796
-1
13
30
0.013305
-1.252147
AB
2,090
4,878.504776
3,704.230383
4,952.976563
6
16
CB
166
0
BC
0
1
1
0
200
0
INTERNET
1.213636
other
1
1
0
4
0
0.9
0.621466
-1
26
40
0.011999
-0.506272
AB
2,828
11,479.471582
6,908.555386
4,349.443341
1,791
13
CA
143
1
BC
1
1
28
1
1,000
0
INTERNET
12.063442
linux
1
1
0
4
0
0.8
0.334918
-1
13
40
0.014687
-1.073731
AD
1,510
1,649.767355
3,035.795064
5,038.293049
15
9
CA
199
1
BB
1
1
28
0
1,500
0
INTERNET
13.182311
windows
0
1
0
4
0
0.8
0.807146
-1
154
30
0.044354
-1.088927
AB
1,449
1,706.546505
4,611.292239
4,961.603856
46
14
CA
290
1
BA
0
1
1
0
1,500
0
INTERNET
6.467887
linux
0
1
0
4
0
0.1
0.549148
-1
51
60
0.007937
-0.823103
AD
704
3,989.967354
3,971.289705
4,938.290141
1,952
2
CC
117
1
BB
1
0
27
0
200
0
INTERNET
2.597853
linux
1
1
0
4
0
0.7
0.308093
-1
126
50
0.012298
-0.540769
AC
2,569
3,592.37311
4,948.350377
4,414.13766
2
12
CA
154
0
BA
0
1
1
0
1,000
0
INTERNET
8.259547
linux
0
1
0
4
0
0.6
0.315415
36
18
20
0.009815
-0.543925
AC
1,912
3,088.570997
3,458.423612
4,868.529226
0
11
CA
144
1
BE
1
1
-1
1
500
1
INTERNET
3.149842
windows
1
1
0
4
0
0.7
0.576355
-1
41
30
0.008193
-1.362514
AB
686
8,587.874068
3,947.29654
4,315.376133
2,019
8
CF
114
1
BB
0
1
5
0
200
0
INTERNET
14.197056
linux
0
1
0
4
0
0.7
0.890713
-1
118
50
0.002893
-0.860659
AB
2,709
7,169.531196
5,772.982395
4,739.981737
1,439
11
CA
122
0
BA
0
0
5
0
200
0
INTERNET
5.585947
other
0
1
0
4