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
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
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1
0
0
0
1
0
0
12
1,282
20
0
1
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1
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0
0
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1
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1
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1
0
0
24
2,718
20
0
1
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0
0
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1
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
24
5,084
42
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
1
24
4,591
54
0
0
1
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0
0
1
0
0
0
0
0
0
0
0
1
0
0
1
1
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0
0
0
0
1
15
1,905
40
1
1
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0
0
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1
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0
0
0
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1
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0
0
0
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1
0
0
0
1
15
1,308
38
1
0
0
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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
1
0
0
0
0
0
0
1
0
0
0
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0
0
1
1
0
0
0
1
0
0
0
1
0
0
18
3,872
67
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
18
629
32
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
1
0
0
0
1
24
1,246
23
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
15
2,186
33
1
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
6
1,382
28
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
1
0
0
18
1,028
36
1
0
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
0
1
0
1
0
0
12
2,251
46
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
1
0
1
0
0
0
0
1
0
20
2,235
33
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
1
48
10,127
44
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
1
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0
1
0
0
0
12
2,149
29
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
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1
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0
0
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1
0
18
2,169
28
0
0
0
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1
0
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1
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0
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1
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1
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0
1
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0
24
1,525
34
1
0
0
0
1
0
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0
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1
0
0
0
0
0
1
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0
0
1
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0
0
1
0
0
18
1,028
36
1
1
0
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1
0
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0
0
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1
0
0
0
0
0
1
0
1
0
0
6
932
39
1
0
0
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1
0
0
0
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0
1
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0
1
1
0
0
0
1
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0
1
48
10,222
37
1
0
0
0
1
0
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0
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1
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0
1
1
0
0
1
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1
18
629
32
1
0
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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0
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1
0
12
939
28
0
1
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1
1
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1
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1
0
0
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0
1
12
3,617
28
1
0
1
0
0
0
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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
12
409
42
1
0
0
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1
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1
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0
1
1
0
0
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1
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1
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24
2,058
33
1
0
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1
0
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0
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1
0
0
1
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1
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1
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0
0
1
0
0
24
2,603
28
1
0
0
1
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1
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1
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1
0
1
0
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1
0
0
18
3,966
33
0
0
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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10
1,240
48
0
0
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1
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1
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12
1,393
47
1
1
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48
6,416
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24
3,617
20
1
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1,055
30
1
1
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1,155
40
1
1
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11,560
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1
24
1,382
26
1
0
1
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1
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12
1,297
23
1
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1
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24
4,817
31
0
0
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1
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0
1
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1
0
0
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1
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1
6
1,595
51
1
0
0
0
1
0
0
0
0
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0
1
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0
0
0
1
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0
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1
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1
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0
36
4,454
34
1
1
0
0
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0
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1
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1
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1
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15
1,778
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1
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15
1,778
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36
9,857
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1
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1,282
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3,149
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1
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1,412
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2,578
55
1
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11
1,154
57
1
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1
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11
2,142
28
1
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14
3,973
22
1
1
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1
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12
754
38
1
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1
1
1
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36
2,746
31
0
1
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4,280
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18
4,165
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0
1
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1
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1
1
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24
11,938
39
0
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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4
3,380
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1
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18
1,505
32
1
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1
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24
1,940
60
1
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1
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626
24
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18
1,453
26
1
1
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0
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0
1
1
1
0
0
0
1
0
0
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1
9
2,030
24
1
0
0
1
0
0
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1
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1
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1
36
3,620
37
1
1
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0
0
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0
1
0
0
0
1
0
1
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1
9
1,919
35
1
0
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1
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1
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18
1,882
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1
30
4,272
26
1
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1
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1
1
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18
1,943
23
0
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
9
2,507
51
1
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0
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1
0
1
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6
428
49
1
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1
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1
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1
24
3,105
25
1
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1
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1
0
1
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1
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30
6,350
31
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1
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15
1,778
26
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1
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1
7
846
36
1
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1
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1
1
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0
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6
343
27
1
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1
1
0
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1
1
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1
36
5,742
31
1
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1
1
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33
2,764
26
1
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12
1,200
23
1
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18
4,594
32
1
1
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12
3,573
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21
1,647
40
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18
1,442
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1
28
7,824
40
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
24
2,718
20
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
0
12
1,123
29
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
0
0
0
1
0
0
30
7,485
53
0
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
0
0
0
1
0
1
0
0
0
0
0
1
0
0
0
1
18
2,864
34
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
1
0
0
0
0
1
0
0
21
2,782
31
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
1
0
0
0
0
0
0
0
0
0
0
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
1
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
48
8,487
24
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
0
1
30
8,386
49
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
1
1
0
0
0
1
0
0
0
1
0
0
33
2,764
26
1
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
0
0
0
1
24
1,358
40
0
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
1
0
0
0
0
0
0
1
12
2,292
42
0
0
1
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
1
0
0
0
24
1,275
36
1
0
0
0
1
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
1
0
18
2,169
28
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
0
0
1
0
0
0
1
18
1,928
31
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
12
841
23
1
0
0
0
1
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
0
0
0
0
1
24
2,346
35
1