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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
1
1
0
0
1
2
1
6
3
1
1
1
9
1
31
24
13
1
1
0
0
1
0
0
8
0
1
1
5
19
0
0
0
0
0
0
31
16
22
15
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
20
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
0
0
0
0
1
0
0
2
1
2
6
3
4
1
1
4
7
31
19
13
4
1
0
0
1
0
0
8
0
1
1
4
9
0
0
0
0
0
0
31
16
8
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
0
0
0
30
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
1
0
0
0
0
1
0
0
1
2
1
6
3
4
2
1
8
2
31
30
13
4
1
0
0
1
0
0
8
0
1
1
4
17
0
0
0
0
0
0
31
16
6
27
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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17
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0
0
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1
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0
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0
0
0
0
0
1
0
0
0
0
1
1
0
6
3
5
6
4
4
3
1
8
20
1
31
13
4
1
1
0
1
0
0
3
1
1
1
0
17
0
0
0
0
0
0
6
27
17
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
0
0
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20
0
1
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0
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0
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3
2
2
6
3
4
2
1
2
3
31
30
12
4
1
0
0
1
1
0
8
0
2
2
1
12
0
0
0
0
0
0
31
22
17
18
2
2
31
24
1
0
4
5
6
0
2
2
0
0
2
2
31
24
1
0
4
4
5
0
2
2
0
0
2
2
31
24
1
0
4
5
6
0
2
2
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2
4
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24
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1
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6
3
4
2
1
8
8
31
31
13
4
1
0
0
1
0
0
8
0
1
1
5
6
0
0
0
0
0
0
31
16
9
14
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
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0
2
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3
4
0
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31
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3
7
6
7
1
3
1
8
17
1
31
5
4
1
1
1
1
0
0
10
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1
2
6
0
0
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0
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30
16
28
12
4
2
31
31
1
4
2
14
8
4
3
3
0
2
3
1
31
30
1
3
2
10
1
1
3
3
0
0
4
2
31
31
1
4
2
14
8
5
3
3
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3
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1
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20
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31
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1
1
0
1
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8
1
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4
14
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18
19
27
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4
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13
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2
1
2
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2
1
2
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2
6
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3
1
13
26
1
20
18
2
1
1
1
1
0
0
8
0
1
1
1
12
0
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13
18
10
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2
31
26
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6
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1
1
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31
26
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5
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1
1
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31
26
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6
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31
17
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1
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8
0
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0
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13
0
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0
0
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31
16
23
18
3
1
31
22
5
2
1
20
21
0
2
3
0
0
3
1
31
22
5
2
1
16
17
0
3
4
0
0
3
1
31
22
5
2
1
20
21
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3
3
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4
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13
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1
1
1
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15
24
1
29
31
4
1
1
0
1
0
0
8
1
1
1
5
16
0
0
0
0
1
1
2
12
25
29
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
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31
24
1
2
4
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7
2
3
3
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3
6
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5
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3
31
15
11
4
1
0
0
1
0
0
8
0
1
1
4
9
0
0
0
0
0
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31
16
18
25
3
2
31
24
1
2
4
7
7
2
3
3
0
0
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2
31
24
1
2
4
5
5
2
3
3
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31
24
1
2
4
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2
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3
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1
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23
1
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12
2
1
1
1
1
1
0
14
1
1
1
1
16
0
0
0
0
1
1
11
15
18
27
3
2
31
24
1
2
4
7
7
2
3
4
0
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3
2
31
24
1
2
4
5
5
2
3
4
0
0
3
2
31
24
1
2
4
7
7
2
3
4
0
0
2
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3
4
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18
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3
6
3
4
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1
9
8
31
24
22
4
1
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1
1
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8
0
1
1
5
10
0
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0
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31
16
10
17
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0
24
1
2
4
7
7
2
3
3
0
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2
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24
1
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4
5
5
2
3
3
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24
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4
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7
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3
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6
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5
6
7
4
1
4
4
11
1
31
20
4
1
1
0
1
1
0
8
0
2
2
5
15
0
0
0
0
1
1
0
16
20
5
0
0
31
24
1
0
2
2
7
2
3
0
0
0
0
0
31
24
1
0
2
2
5
2
3
0
0
0
0
0
31
24
1
0
2
2
7
2
3
0
0
0
2
0
0
4
0
0
0
0
0
24
0
1
0
0
0
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0
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2
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0
0
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1
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0
4
3
4
6
3
2
0
1
9
11
31
20
21
4
1
0
0
1
0
0
8
0
1
1
4
13
0
0
0
0
0
0
31
16
24
17
9
9
31
22
4
0
19
5
6
8
7
8
0
11
9
9
31
23
4
0
19
4
5
8
7
9
0
11
9
9
31
22
4
0
19
5
6
8
7
9
0
11
2
0
7
4
0
0
0
0
0
31
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
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16
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28
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28
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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14
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5
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29
14
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0
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0
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28
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1
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0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4