Datasets:
MinaMila
/
GermanCredit_train_CDF_lr_22

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status of existing checking account_0 to less than 200 DM
int64
0
1
status of existing checking account_200 DM or more
int64
0
1
status of existing checking account_less than 0 DM
int64
0
1
status of existing checking account_no checking account
int64
0
1
purpose of credit_for business
int64
0
1
purpose of credit_for education
int64
0
1
purpose of credit_for other reasons
int64
0
1
purpose of credit_for repairs
int64
0
1
purpose of credit_for retraining
int64
0
1
purpose of credit_to buy a new car
int64
0
1
purpose of credit_to buy a radio or television
int64
0
1
purpose of credit_to buy a used car
int64
0
1
purpose of credit_to buy domestic appliances
int64
0
1
purpose of credit_to buy furniture or equipment
int64
0
1
sex_male
int64
0
1
housing_owned
int64
0
1
housing_provided for free
int64
0
1
housing_rented
int64
0
1
job status_manager, self-employed, or highly qualified
int64
0
1
job status_skilled worker or official
int64
0
1
job status_unemployed or unskilled (non-resident)
int64
0
1
job status_unskilled worker (resident)
int64
0
1
marital status_divorced / separated
int64
0
1
marital status_divorced / separated / married
int64
0
1
marital status_married / widowed
int64
0
1
marital status_single
int64
0
1
duration in months
int64
4
60
credit amount
int64
276
15.7k
age
int64
20
75
credit worthiness
int64
0
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
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0
0
0
0
0
1
12
6,468
52
0
0
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1
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1
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0
0
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1
0
0
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1
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0
0
0
0
1
12
717
52
1
1
0
0
0
0
0
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1
0
0
0
0
1
1
0
0
0
0
1
0
0
0
0
1
6
14,555
23
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
1
6
6,761
45
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
0
0
1
0
0
0
12
2,577
42
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
12
1,386
26
0
1
0
0
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0
0
0
0
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0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
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1
6
1,050
35
1
0
1
0
0
1
0
0
0
0
0
0
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0
0
1
0
0
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1
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1
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0
12
609
26
0
1
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1
0
0
0
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0
0
0
0
0
1
1
0
0
0
1
0
0
0
1
0
0
21
1,188
39
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
1
30
8,386
49
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
1
0
12
776
28
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
0
0
0
1
0
0
48
6,758
31
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
24
1,216
38
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
1
0
1
0
0
12
1,123
29
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0
0
0
1
48
7,119
53
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
0
0
0
1
0
0
18
1,453
26
1
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
30
2,503
41
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
1
0
20
6,148
31
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
0
1
0
0
18
1,049
21
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
0
1
0
36
9,398
28
0
1
0
0
0
0
0
0
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0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
1
36
12,389
37
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
36
5,848
24
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
1
0
0
24
11,560
23
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
9
1,670
22
0
0
0
0
1
0
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1
0
1
0
0
1
0
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0
0
1
0
0
36
10,974
26
0
0
1
0
0
1
0
0
0
0
0
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0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
12
609
26
0
0
0
0
1
0
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0
0
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0
1
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0
0
0
1
0
0
0
1
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0
0
1
0
0
12
1,493
34
1
0
0
1
0
0
0
0
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0
0
0
1
0
0
0
0
1
0
1
0
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0
1
0
0
15
1,275
24
0
0
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1
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1
0
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0
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0
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1
0
1
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0
1
0
20
2,235
33
0
0
0
0
1
1
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0
0
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0
1
1
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1
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0
1
0
0
0
11
2,142
28
1
0
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1
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1
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1
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1
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1
24
4,679
35
1
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1
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1
1
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6
932
24
1
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1
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12
7,865
53
0
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6,758
31
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1,123
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36
2,348
46
1
0
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36
3,913
23
1
0
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1
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1
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0
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0
1
0
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24
2,223
52
1
0
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1
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0
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1
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1
1
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0
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1
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6
426
39
1
0
0
1
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1
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1
1
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0
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1
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12
626
24
0
0
0
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1
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1
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0
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1
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1
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1
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1
18
1,505
32
1
0
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1
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1
1
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1
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12
1,123
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339
45
1
1
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639
30
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2,320
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1
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1,386
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12
6,078
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1
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7,485
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1
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10
2,241
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1
1
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18
1,924
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915
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1,123
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5,433
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1
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1,835
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448
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36
9,034
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1
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12
7,865
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18
3,049
45
1
0
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1
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1
1
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1
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1
18
3,229
38
1
1
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2,718
20
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2,864
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1
1
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1
42
4,042
36
1
0
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0
1
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1
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1
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1
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1
48
10,127
44
0
1
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1
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1
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1
36
12,389
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759
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24
6,967
36
1
0
1
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1
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1
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1
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15
2,360
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1
0
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1
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1
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1
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1
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30
3,108
31
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1
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1
1
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6
590
26
1
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1
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1
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9
1,388
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1
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12
2,246
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12
1,282
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11
7,228
39
1
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1
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48
2,751
38
1
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1
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0
0
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1
0
1
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12
708
38
1
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1
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1
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1
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6
1,872
36
1
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1
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1
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1
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10
1,240
48
0
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12
1,386
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24
2,718
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18
4,297
40
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15
2,327
25
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15
5,045
59
1
0
1
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0
0
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0
0
0
1
0
0
0
0
1
0
1
0
0
0
1
0
0
0
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1
12
1,480
66
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
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1
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0
0
9
790
66
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
36
8,086
42
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
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1
0
1
0
0
15
2,327
25
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
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1
0
0
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0
0
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1
0
12
939
28
0
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1
12
804
38
1
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0
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1
0
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0
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1
0
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1
36
12,389
37
0
0
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0
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1
0
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0
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1
12
2,214
24
1
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0
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1
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1
48
12,169
36
1
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1
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21
1,835
25
0
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0
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1
12
697
46
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3,398
39
1
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30
8,072
25
1
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36
9,566
31
1
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1
0
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1
24
4,591
54
0
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36
9,271
24
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60
10,366
42
1
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1
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1
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21
2,606
28
1