Datasets:
MinaMila
/
GermanCredit_train_cfda_lr_55

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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
0
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
74
label
int64
0
1
1
0
0
0
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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6
590
26
1
1
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1
36
2,337
36
1
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1
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1
24
4,870
53
0
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1
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1
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1
1
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1
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12
1,680
35
1
1
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1
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1
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0
1
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276
22
1
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36
2,302
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21
3,599
26
1
1
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1
1
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1
30
8,386
49
0
1
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1
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0
0
0
1
0
0
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1
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1
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0
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12
1,158
26
1
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
1
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1
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1
0
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1
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6
2,108
29
1
0
0
0
1
1
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1
1
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12
2,292
42
0
0
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1
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0
0
0
1
0
0
0
1
1
0
0
0
1
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0
0
0
0
1
9
1,478
22
0
0
0
0
1
0
0
0
0
0
0
0
1
0
0
1
0
0
1
0
0
0
1
0
1
0
0
48
11,590
24
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
1
0
0
0
1
0
0
6
609
37
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
7
730
46
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
0
0
1
0
0
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0
0
1
18
6,458
39
0
1
0
0
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0
0
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
1
0
1
0
0
9
3,195
33
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
1
1
0
0
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1
0
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1
24
3,430
31
1
1
0
0
0
0
0
0
0
0
0
0
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1
0
0
1
0
0
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1
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36
3,990
29
1
0
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1
0
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0
0
0
0
1
1
0
0
1
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1
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0
0
1
24
3,062
32
1
1
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
15
802
37
0
0
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1
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1
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1
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24
1,659
29
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
4,110
23
0
1
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0
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1
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0
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1
0
0
1
0
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1
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0
48
18,424
32
0
0
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1
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1
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1
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0
1
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1
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0
0
0
0
1
11
3,905
36
1
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
0
0
0
0
0
0
0
1
1
0
0
1
0
1
0
0
0
1
0
0
10
2,132
27
1
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1
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1
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1
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1
21
12,680
30
0
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1
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1
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1
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6
1,538
56
1
0
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1
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1
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21
12,680
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0
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11
1,154
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1
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15
1,316
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1
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2,359
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10
1,231
32
1
1
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1
1
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30
2,181
36
1
1
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1
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24
2,825
34
1
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1
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42
7,174
30
0
0
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1
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1
0
0
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30
4,272
26
1
1
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1
1
1
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18
1,295
27
1
0
0
0
1
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1
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0
1
1
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0
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1
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1
9
2,697
32
1
0
1
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1
18
1,445
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1
0
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1
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1
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1
1
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18
750
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15
2,327
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2,397
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1,520
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60
15,653
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1
1
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1
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9
1,136
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1,512
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1
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1
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30
8,386
49
0
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1
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1
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0
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1
1
0
0
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1
0
0
1
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0
6
672
54
1
0
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1
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1
1
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0
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11
1,154
57
1
0
0
1
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1
1
1
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18
1,131
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12
5,801
49
1
0
1
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0
1
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0
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1
1
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0
1
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30
1,908
66
0
1
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1
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0
0
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1
1
0
0
1
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1
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9
1,199
67
1
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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39
8,588
45
1
1
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1
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1
0
1
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1
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10
7,308
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1
0
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1
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1
0
1
0
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1
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1
42
4,042
36
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
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24
3,972
25
1
0
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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9
1,224
30
1
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1
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1
1
1
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12
1,262
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1
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1
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1,592
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1
1
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15
802
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24
1,358
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1
1
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1
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1
39
8,588
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1
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1
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48
7,685
37
0
1
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1
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1
1
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12
1,158
26
1
1
0
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0
0
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1
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1
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13
2,101
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1
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1
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9
1,244
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1
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12
2,859
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1
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1
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24
3,749
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24
915
29
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1
1
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12
1,155
40
1
1
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18
884
36
0
1
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1
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1
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18
1,795
48
1
0
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1
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42
7,174
30
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1
1
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1
6
1,750
45
1
0
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1
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6
4,716
44
1
1
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1
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1
1
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12
1,484
25
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1
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1
1
1
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48
5,096
30
0
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1
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1
18
1,442
32
0
1
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1
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1
30
1,919
30
0
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
24
1,344
37
0
0
0
1
0
0
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
1
0
0
1
0
0
18
750
27
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
1
0
1
0
0
1
0
0
0
0
0
1
42
4,796
56
1
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
11
1,393
35
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
1
0
0
0
1
10
2,210
25
0
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
0
0
15
392
23
1
0
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
0
1
0
0
15
2,327
25
0
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
0
0
0
1
0
0
1
0
0
36
3,990
29
1
0
0
0
1
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
1
0
0
0
1
0
0
36
7,678
40
1
0
0
0
1
0
1
0
0
0
0
0
0
0
0
1
0
1
0
0
1
0
0
0
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1
24
1,597
54
1
0
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0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
1
0
0
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1
12
1,262
25
1
0
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1
0
0
0
0
1
0
0
0
0
0
0
0
0
1
0
0
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1
0
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1
0
0
18
1,190
55
0
0
0
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1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
1
0
1
0
0
48
11,590
24
0
0
0
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
1
0
0
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1
0
0
36
7,127
23
0
0
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1
0
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0
0
0
0
0
0
0
0
1
0
1
0
0
0
1
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1
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0
0
24
2,359
33
0
1
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0
0
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1
0
0
0
0
0
0
0
0
0
0
1
0
0
1
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0
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1
18
1,239
61
1
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1
0
0
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
0
0
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0
0
1
30
1,908
66
0
0
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1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
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1
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0
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1
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0
9
1,388
26
1