Datasets:
MinaMila
/
GermanCredit_train_CDF_lr_66

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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
250
18.4k
age
int64
19
75
credit worthiness
int64
0
1
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
36
2,145
24
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
1
0
0
24
2,064
34
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
9
2,697
32
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
1
0
0
42
7,174
30
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
0
1
39
11,760
32
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
12
1,255
61
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
15
3,186
20
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
24
3,660
28
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
1
0
0
0
1
0
0
15
1,433
25
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
6
931
32
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
1
0
0
0
24
2,892
51
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
0
6
2,080
24
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
12
754
38
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
1
36
3,620
37
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
1
0
0
48
18,424
32
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
24
2,303
45
0
0
1
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
1
0
0
0
0
0
1
15
1,271
39
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
0
0
0
1
0
0
9
5,129
74
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
0
1
15
2,687
26
1
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
12
754
38
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
28
2,743
29
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
0
0
0
1
0
0
0
1
10
2,241
48
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
15
1,433
25
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
0
0
1
12
1,082
48
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
12
7,472
24
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
0
0
0
0
1
0
10
2,069
26
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
1
0
0
0
0
1
0
6
2,108
29
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
1
0
0
0
0
1
0
0
24
1,231
57
1
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0
12
2,149
29
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
0
0
1
0
0
0
1
24
1,987
21
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
24
6,568
21
1
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
0
0
0
0
1
0
12
902
21
0
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
18
2,427
42
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0
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0
1
24
3,069
30
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
0
1
0
0
20
4,272
24
1
1
0
0
0
0
0
0
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1
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0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
24
2,718
20
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
1
0
0
0
0
0
1
36
5,493
42
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
1
0
0
0
0
0
1
0
6
2,063
30
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
24
11,328
29
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
0
1
22
2,675
40
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
1
0
0
0
0
1
6
1,299
74
1
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
36
2,384
33
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
1
0
0
0
1
0
0
0
1
36
2,384
33
0
0
0
0
1
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0
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0
1
0
0
0
1
1
0
0
0
1
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1
0
0
30
2,831
33
1
1
0
0
0
0
0
0
0
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1
0
0
0
0
1
0
0
1
0
1
0
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1
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15
1,264
25
0
0
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1
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0
0
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0
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1
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0
1
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1
24
2,670
35
1
0
0
0
1
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0
0
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0
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1
0
0
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1
0
0
0
1
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0
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1
18
3,378
31
1
0
0
1
0
0
0
0
0
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0
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1
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1
0
1
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6
1,872
36
1
1
0
0
0
0
0
0
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0
0
1
0
0
0
0
1
0
0
0
1
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12
2,930
27
1
0
0
0
1
0
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0
1
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0
0
0
0
1
0
0
0
1
0
0
0
0
0
1
24
1,393
31
1
0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
1
0
0
0
1
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0
24
3,632
22
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
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1
21
3,976
35
1
1
0
0
0
0
0
1
0
0
0
0
0
0
0
1
1
0
0
1
0
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24
11,938
39
0
0
0
1
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1
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0
0
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1
0
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1
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18
1,345
26
0
0
0
1
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0
1
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0
1
1
0
0
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1
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0
1
0
0
24
2,439
35
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
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1
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1
36
9,271
24
0
0
0
0
1
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0
0
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1
0
0
0
0
1
1
0
0
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1
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0
0
1
4
1,455
42
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
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0
0
1
24
1,258
25
1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
24
1,927
33
1
0
0
1
0
0
1
0
0
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0
0
0
0
0
1
1
0
0
1
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36
1,977
40
0
1
0
0
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0
0
1
0
0
1
0
1
0
1
0
0
0
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0
1
42
9,283
55
1
0
0
1
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0
1
0
0
0
1
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0
1
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1
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21
3,599
26
1
0
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1
1
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1
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0
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1
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1
24
4,139
27
1
0
0
0
1
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0
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0
1
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0
0
0
0
1
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0
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1
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1
24
7,393
43
1
0
0
1
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0
1
0
0
0
0
0
1
0
0
0
1
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1
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12
3,499
29
0
0
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1
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1
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1
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0
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1
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0
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1
12
2,759
34
1
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
0
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12
1,484
25
0
1
0
0
0
0
0
0
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1
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0
1
1
0
0
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1
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1
12
1,995
27
1
0
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1
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0
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0
1
1
1
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0
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1
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1
24
1,585
40
1
1
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0
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0
1
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0
0
0
1
0
0
0
1
0
0
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1
6
368
38
1
1
0
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0
0
0
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0
1
0
0
0
0
1
0
0
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1
12
766
66
0
1
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1
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0
0
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0
1
0
0
1
0
0
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1
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0
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1
36
2,384
33
0
0
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1
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1
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1
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1
24
2,028
30
1
0
0
1
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0
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0
0
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0
1
0
0
0
0
1
0
0
0
0
0
1
0
0
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1
9
1,138
25
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
0
0
0
0
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1
30
3,496
34
1
0
0
1
0
0
0
0
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1
0
0
0
0
1
1
0
0
0
0
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1
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1
12
2,171
38
1
0
1
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0
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1
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0
0
0
1
1
0
0
0
1
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0
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1
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0
12
2,247
36
1
0
0
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1
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0
0
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0
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1
0
0
1
1
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0
1
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1
24
6,842
46
1
0
0
0
1
0
0
0
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0
0
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1
0
0
0
0
0
1
0
1
0
0
0
0
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1
28
7,824
40
1
0
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0
1
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0
0
0
0
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
1
21
12,680
30
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
48
6,416
59
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
1
0
0
0
0
1
0
15
1,386
40
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
0
1
0
0
24
2,064
34
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
12
1,331
22
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
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0
1
12
759
26
0
0
0
1
0
0
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0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
0
0
0
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1
24
4,817
31
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
1
0
0
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0
0
12
1,282
20
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
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0
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15
2,788
24
1
0
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0
1
0
0
0
0
0
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1
0
0
0
1
1
0
0
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24
3,181
26
1
1
0
0
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0
0
0
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1
0
0
0
0
1
1
0
0
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1
18
884
36
0
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0
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1
0
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1
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12
1,680
35
1
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0
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1
0
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1
15
802
37
0
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0
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1
12
2,171
38
1
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24
1,282
32
0
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1
36
6,887
29
0
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1
9
2,134
48
1
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9
5,129
74
0
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18
1,217
47
0
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1
12
1,103
29
1
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0
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0
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48
7,629
46
1