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home-credit-synthetic-example

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TARGET
float64
0
1
NAME_CONTRACT_TYPE
float64
0
1
CODE_GENDER
float64
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1
FLAG_OWN_CAR
float64
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FLAG_OWN_REALTY
float64
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CNT_CHILDREN
float64
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AMT_INCOME_TOTAL
float64
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AMT_CREDIT
float64
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24
AMT_ANNUITY
float64
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AMT_GOODS_PRICE
float64
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NAME_TYPE_SUITE
float64
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NAME_INCOME_TYPE
float64
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NAME_EDUCATION_TYPE
float64
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NAME_FAMILY_STATUS
float64
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NAME_HOUSING_TYPE
float64
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REGION_POPULATION_RELATIVE
float64
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31
DAYS_BIRTH
float64
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31
DAYS_EMPLOYED
float64
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31
DAYS_REGISTRATION
float64
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31
DAYS_ID_PUBLISH
float64
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31
OWN_CAR_AGE
float64
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22
FLAG_MOBIL
float64
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FLAG_EMP_PHONE
float64
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FLAG_WORK_PHONE
float64
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1
FLAG_CONT_MOBILE
float64
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FLAG_PHONE
float64
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FLAG_EMAIL
float64
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OCCUPATION_TYPE
float64
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CNT_FAM_MEMBERS
float64
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REGION_RATING_CLIENT
float64
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REGION_RATING_CLIENT_W_CITY
float64
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WEEKDAY_APPR_PROCESS_START
float64
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HOUR_APPR_PROCESS_START
float64
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float64
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REG_CITY_NOT_LIVE_CITY
float64
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REG_CITY_NOT_WORK_CITY
float64
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LIVE_CITY_NOT_WORK_CITY
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ORGANIZATION_TYPE
float64
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31
EXT_SOURCE_1
float64
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31
EXT_SOURCE_2
float64
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31
EXT_SOURCE_3
float64
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APARTMENTS_AVG
float64
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31
BASEMENTAREA_AVG
float64
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31
YEARS_BEGINEXPLUATATION_AVG
float64
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31
YEARS_BUILD_AVG
float64
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COMMONAREA_AVG
float64
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ELEVATORS_AVG
float64
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ENTRANCES_AVG
float64
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FLOORSMAX_AVG
float64
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31
FLOORSMIN_AVG
float64
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LANDAREA_AVG
float64
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31
LIVINGAPARTMENTS_AVG
float64
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LIVINGAREA_AVG
float64
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NONLIVINGAPARTMENTS_AVG
float64
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NONLIVINGAREA_AVG
float64
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APARTMENTS_MODE
float64
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BASEMENTAREA_MODE
float64
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YEARS_BEGINEXPLUATATION_MODE
float64
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YEARS_BUILD_MODE
float64
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COMMONAREA_MODE
float64
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ELEVATORS_MODE
float64
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ENTRANCES_MODE
float64
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FLOORSMAX_MODE
float64
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FLOORSMIN_MODE
float64
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LANDAREA_MODE
float64
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LIVINGAPARTMENTS_MODE
float64
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LIVINGAREA_MODE
float64
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NONLIVINGAPARTMENTS_MODE
float64
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NONLIVINGAREA_MODE
float64
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APARTMENTS_MEDI
float64
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BASEMENTAREA_MEDI
float64
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YEARS_BEGINEXPLUATATION_MEDI
float64
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YEARS_BUILD_MEDI
float64
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31
COMMONAREA_MEDI
float64
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ELEVATORS_MEDI
float64
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ENTRANCES_MEDI
float64
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31
FLOORSMAX_MEDI
float64
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FLOORSMIN_MEDI
float64
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31
LANDAREA_MEDI
float64
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31
LIVINGAPARTMENTS_MEDI
float64
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31
LIVINGAREA_MEDI
float64
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NONLIVINGAPARTMENTS_MEDI
float64
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NONLIVINGAREA_MEDI
float64
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FONDKAPREMONT_MODE
float64
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HOUSETYPE_MODE
float64
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TOTALAREA_MODE
float64
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31
WALLSMATERIAL_MODE
float64
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EMERGENCYSTATE_MODE
float64
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OBS_30_CNT_SOCIAL_CIRCLE
float64
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DEF_30_CNT_SOCIAL_CIRCLE
float64
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1
OBS_60_CNT_SOCIAL_CIRCLE
float64
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DEF_60_CNT_SOCIAL_CIRCLE
float64
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DAYS_LAST_PHONE_CHANGE
float64
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FLAG_DOCUMENT_2
float64
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FLAG_DOCUMENT_3
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FLAG_DOCUMENT_4
float64
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FLAG_DOCUMENT_5
float64
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FLAG_DOCUMENT_6
float64
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float64
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AMT_REQ_CREDIT_BUREAU_HOUR
float64
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float64
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AMT_REQ_CREDIT_BUREAU_WEEK
float64
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AMT_REQ_CREDIT_BUREAU_MON
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AMT_REQ_CREDIT_BUREAU_QRT
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0
0
0
0
0
0
0
6
0
0
0
0
1
0
0
1
1
1
6
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
0
0
0
16
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
1
0
0
0
0
1
0
0
0
1
0
6
1
4
2
1
15
9
1
26
16
4
1
1
0
1
0
0
14
0
1
1
4
10
0
0
0
0
1
1
23
16
9
9
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
25
0
1
0
0
0
0
0
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Number of rows:
20,000