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TARGET
float64
0
1
NAME_CONTRACT_TYPE
float64
0
1
CODE_GENDER
float64
0
1
FLAG_OWN_CAR
float64
0
1
FLAG_OWN_REALTY
float64
0
1
CNT_CHILDREN
float64
0
6
AMT_INCOME_TOTAL
float64
0
0
AMT_CREDIT
float64
0
24
AMT_ANNUITY
float64
0
27
AMT_GOODS_PRICE
float64
0
23
NAME_TYPE_SUITE
float64
0
6
NAME_INCOME_TYPE
float64
1
7
NAME_EDUCATION_TYPE
float64
0
4
NAME_FAMILY_STATUS
float64
0
5
NAME_HOUSING_TYPE
float64
0
5
REGION_POPULATION_RELATIVE
float64
0
31
DAYS_BIRTH
float64
0
31
DAYS_EMPLOYED
float64
0
31
DAYS_REGISTRATION
float64
6
31
DAYS_ID_PUBLISH
float64
4
31
OWN_CAR_AGE
float64
0
22
FLAG_MOBIL
float64
1
1
FLAG_EMP_PHONE
float64
0
1
FLAG_WORK_PHONE
float64
0
1
FLAG_CONT_MOBILE
float64
0
1
FLAG_PHONE
float64
0
1
FLAG_EMAIL
float64
0
1
OCCUPATION_TYPE
float64
0
17
CNT_FAM_MEMBERS
float64
0
8
REGION_RATING_CLIENT
float64
0
2
REGION_RATING_CLIENT_W_CITY
float64
0
2
WEEKDAY_APPR_PROCESS_START
float64
0
6
HOUR_APPR_PROCESS_START
float64
1
23
REG_REGION_NOT_LIVE_REGION
float64
0
1
REG_REGION_NOT_WORK_REGION
float64
0
1
LIVE_REGION_NOT_WORK_REGION
float64
0
1
REG_CITY_NOT_LIVE_CITY
float64
0
1
REG_CITY_NOT_WORK_CITY
float64
0
1
LIVE_CITY_NOT_WORK_CITY
float64
0
1
ORGANIZATION_TYPE
float64
0
31
EXT_SOURCE_1
float64
0
31
EXT_SOURCE_2
float64
0
31
EXT_SOURCE_3
float64
0
31
APARTMENTS_AVG
float64
0
31
BASEMENTAREA_AVG
float64
0
31
YEARS_BEGINEXPLUATATION_AVG
float64
0
31
YEARS_BUILD_AVG
float64
0
31
COMMONAREA_AVG
float64
0
31
ELEVATORS_AVG
float64
0
31
ENTRANCES_AVG
float64
0
31
FLOORSMAX_AVG
float64
0
31
FLOORSMIN_AVG
float64
0
31
LANDAREA_AVG
float64
0
31
LIVINGAPARTMENTS_AVG
float64
0
31
LIVINGAREA_AVG
float64
0
31
NONLIVINGAPARTMENTS_AVG
float64
0
31
NONLIVINGAREA_AVG
float64
0
31
APARTMENTS_MODE
float64
0
31
BASEMENTAREA_MODE
float64
0
31
YEARS_BEGINEXPLUATATION_MODE
float64
0
31
YEARS_BUILD_MODE
float64
0
31
COMMONAREA_MODE
float64
0
31
ELEVATORS_MODE
float64
0
26
ENTRANCES_MODE
float64
0
30
FLOORSMAX_MODE
float64
0
25
FLOORSMIN_MODE
float64
0
25
LANDAREA_MODE
float64
0
31
LIVINGAPARTMENTS_MODE
float64
0
31
LIVINGAREA_MODE
float64
0
31
NONLIVINGAPARTMENTS_MODE
float64
0
31
NONLIVINGAREA_MODE
float64
0
31
APARTMENTS_MEDI
float64
0
31
BASEMENTAREA_MEDI
float64
0
31
YEARS_BEGINEXPLUATATION_MEDI
float64
0
31
YEARS_BUILD_MEDI
float64
0
31
COMMONAREA_MEDI
float64
0
31
ELEVATORS_MEDI
float64
0
31
ENTRANCES_MEDI
float64
0
31
FLOORSMAX_MEDI
float64
0
31
FLOORSMIN_MEDI
float64
0
31
LANDAREA_MEDI
float64
0
31
LIVINGAPARTMENTS_MEDI
float64
0
31
LIVINGAREA_MEDI
float64
0
31
NONLIVINGAPARTMENTS_MEDI
float64
0
31
NONLIVINGAREA_MEDI
float64
0
31
FONDKAPREMONT_MODE
float64
0
3
HOUSETYPE_MODE
float64
0
2
TOTALAREA_MODE
float64
0
31
WALLSMATERIAL_MODE
float64
0
6
EMERGENCYSTATE_MODE
float64
0
1
OBS_30_CNT_SOCIAL_CIRCLE
float64
0
2
DEF_30_CNT_SOCIAL_CIRCLE
float64
0
1
OBS_60_CNT_SOCIAL_CIRCLE
float64
0
2
DEF_60_CNT_SOCIAL_CIRCLE
float64
0
1
DAYS_LAST_PHONE_CHANGE
float64
3
31
FLAG_DOCUMENT_2
float64
0
0
FLAG_DOCUMENT_3
float64
0
1
FLAG_DOCUMENT_4
float64
0
1
FLAG_DOCUMENT_5
float64
0
1
FLAG_DOCUMENT_6
float64
0
1
FLAG_DOCUMENT_7
float64
0
1
FLAG_DOCUMENT_8
float64
0
1
FLAG_DOCUMENT_9
float64
0
1
FLAG_DOCUMENT_10
float64
0
0
FLAG_DOCUMENT_11
float64
0
1
FLAG_DOCUMENT_12
float64
0
0
FLAG_DOCUMENT_13
float64
0
1
FLAG_DOCUMENT_14
float64
0
1
FLAG_DOCUMENT_15
float64
0
1
FLAG_DOCUMENT_16
float64
0
1
FLAG_DOCUMENT_17
float64
0
1
FLAG_DOCUMENT_18
float64
0
1
FLAG_DOCUMENT_19
float64
0
1
FLAG_DOCUMENT_20
float64
0
1
FLAG_DOCUMENT_21
float64
0
1
AMT_REQ_CREDIT_BUREAU_HOUR
float64
0
5
AMT_REQ_CREDIT_BUREAU_DAY
float64
0
4
AMT_REQ_CREDIT_BUREAU_WEEK
float64
0
5
AMT_REQ_CREDIT_BUREAU_MON
float64
0
15
AMT_REQ_CREDIT_BUREAU_QRT
float64
0
0
AMT_REQ_CREDIT_BUREAU_YEAR
float64
0
9
0
0
0
0
1
0
0
2
1
1
6
3
1
1
1
11
7
31
16
13
4
1
0
0
1
0
0
8
0
1
1
0
8
0
0
0
0
0
0
31
11
22
7
3
2
31
24
1
2
4
7
7
2
3
3
0
0
3
2
31
24
1
2
4
5
5
2
3
3
0
0
3
2
31
24
1
2
4
7
7
2
3
3
0
0
2
0
3
4
0
0
0
0
0
11
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
0
0
1
1
0
0
5
2
5
6
7
4
1
1
2
16
1
31
24
5
1
1
1
1
0
0
3
0
1
1
2
13
0
0
0
0
0
0
21
21
23
18
3
2
31
24
1
2
4
7
7
2
3
3
0
0
3
2
31
24
1
2
4
5
5
2
3
3
0
0
3
2
31
24
1
2
4
7
7
2
3
3
0
0
2
0
3
4
0
0
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0
22
0
1
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0
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1
0
0
0
0
0
0
0
4
3
3
6
7
4
3
5
4
28
1
25
30
4
1
1
0
1
0
0
11
0
1
1
3
5
0
0
0
0
0
0
16
9
3
18
3
2
31
24
1
2
4
7
7
2
3
3
0
0
3
2
31
24
1
2
4
5
5
2
3
3
0
0
3
2
31
24
1
2
4
7
7
2
3
3
0
0
2
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3
4
0
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25
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1
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0
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0
3
0
0
0
0
1
0
0
7
4
5
6
7
1
2
1
3
22
1
26
9
4
1
1
0
1
1
0
3
0
1
1
5
10
0
1
1
0
0
0
28
16
22
5
2
0
31
24
1
0
6
5
7
2
3
2
0
0
2
0
31
24
1
0
6
4
5
2
3
2
0
0
2
0
31
24
1
0
6
5
7
2
3
2
0
0
2
0
2
5
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19
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1
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1
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5
12
6
7
4
1
2
20
15
1
20
31
1
1
1
1
1
1
0
4
0
0
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3
18
0
1
1
0
1
1
21
12
29
13
2
2
31
24
1
2
4
5
7
2
3
3
0
0
2
2
31
24
1
2
4
4
5
2
3
3
0
0
2
2
31
24
1
2
4
5
7
2
3
3
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1
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6
3
4
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13
8
31
30
15
4
1
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0
1
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8
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1
1
0
9
0
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0
0
0
0
31
16
22
26
4
3
31
24
1
0
8
5
7
5
3
3
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4
3
31
24
1
0
8
4
5
5
3
4
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3
31
24
1
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5
7
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3
4
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27
26
4
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1
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1
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1
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1
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15
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1
0
31
13
13
18
3
2
31
24
1
2
4
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7
2
3
3
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3
2
31
24
1
2
4
5
5
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3
3
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31
24
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2
4
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7
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3
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1
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0
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1
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0
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16
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25
3
2
31
24
1
2
4
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7
2
3
3
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31
24
1
2
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5
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3
3
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31
24
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4
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7
2
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3
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3
6
7
1
1
1
8
26
1
20
25
4
1
1
1
1
1
0
3
1
1
1
0
15
0
0
0
0
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1
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15
22
19
4
2
31
26
1
1
1
10
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3
3
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31
27
1
1
1
8
1
2
4
3
0
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4
2
31
27
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1
1
10
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2
3
3
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3
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31
19
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4
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8
0
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1
0
15
0
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0
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31
20
22
22
5
6
31
26
2
10
8
10
12
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3
6
1
2
5
6
31
26
2
8
8
8
9
2
4
6
1
2
5
6
31
26
2
10
8
10
12
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3
6
1
2
2
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4
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1
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21
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30
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4
1
1
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1
0
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15
2
1
1
2
7
0
0
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1
1
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18
15
6
27
3
2
31
24
1
2
4
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7
2
3
3
0
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31
24
1
2
4
5
5
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3
3
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31
24
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4
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3
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4
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0
1
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5
12
0
0
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16
25
26
3
2
31
24
1
2
4
7
7
2
3
3
0
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31
24
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5
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3
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24
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4
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3
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18
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1
31
26
0
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10
12
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31
27
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2
8
9
4
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2
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27
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10
12
4
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1
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11
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18
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31
24
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7
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3
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24
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24
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3
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8
6
1
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1
1
5
17
1
21
14
5
1
1
0
1
0
0
8
1
0
0
1
13
0
0
0
0
1
1
2
16
25
18
3
2
31
24
1
2
4
7
7
2
3
3
0
0
3
2
31
24
1
2
4
5
5
2
3
3
0
0
3
2
31
24
1
2
4
7
7
2
3
3
0
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2
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4
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19
0
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1
6
1
1
3
1
14
22
1
23
28
4
1
1
0
1
0
0
10
0
0
0
2
16
0
0
0
0
0
0
18
16
23
2
1
0
30
9
1
2
4
6
8
1
1
2
0
1
1
1
30
10
1
2
4
5
6
1
1
3
0
1
1
0
30
9
1
2
4
6
8
1
1
3
0
1
2
0
2
5
0
0
0
0
0
20
0
1
0
0
0
0
0
0
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0
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0
0
0
0
0
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0
0
0
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0
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3
4
5
1
3
1
31
14
10
4
1
0
0
1
0
0
8
0
1
1
1
10
0
0
0
0
0
0
31
16
27
18
1
2
31
23
4
0
4
5
6
0
1
1
0
2
1
2
31
23
4
0
4
4
5
0
1
1
0
2
1
2
31
23
4
0
4
5
6
0
1
1
0
2
2
0
2
4
0
0
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0
0
16
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1
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0
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0
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0
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0
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6
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1
15
9
1
26
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1
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14
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31
24
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31
24
1
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5
5
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0
0
0
0
0
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0
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