license:unknown size_categories:10K<n<100K format:parquet modality:tabular library:datasets library:pandas library:mlcroissant library:polars region:us
---
license: unknown
dataset_info:
  features:
  - name: TARGET
    dtype: float64
  - name: NAME_CONTRACT_TYPE
    dtype: float64
  - name: CODE_GENDER
    dtype: float64
  - name: FLAG_OWN_CAR
    dtype: float64
  - name: FLAG_OWN_REALTY
    dtype: float64
  - name: CNT_CHILDREN
    dtype: float64
  - name: AMT_INCOME_TOTAL
    dtype: float64
  - name: AMT_CREDIT
    dtype: float64
  - name: AMT_ANNUITY
    dtype: float64
  - name: AMT_GOODS_PRICE
    dtype: float64
  - name: NAME_TYPE_SUITE
    dtype: float64
  - name: NAME_INCOME_TYPE
    dtype: float64
  - name: NAME_EDUCATION_TYPE
    dtype: float64
  - name: NAME_FAMILY_STATUS
    dtype: float64
  - name: NAME_HOUSING_TYPE
    dtype: float64
  - name: REGION_POPULATION_RELATIVE
    dtype: float64
  - name: DAYS_BIRTH
    dtype: float64
  - name: DAYS_EMPLOYED
    dtype: float64
  - name: DAYS_REGISTRATION
    dtype: float64
  - name: DAYS_ID_PUBLISH
    dtype: float64
  - name: OWN_CAR_AGE
    dtype: float64
  - name: FLAG_MOBIL
    dtype: float64
  - name: FLAG_EMP_PHONE
    dtype: float64
  - name: FLAG_WORK_PHONE
    dtype: float64
  - name: FLAG_CONT_MOBILE
    dtype: float64
  - name: FLAG_PHONE
    dtype: float64
  - name: FLAG_EMAIL
    dtype: float64
  - name: OCCUPATION_TYPE
    dtype: float64
  - name: CNT_FAM_MEMBERS
    dtype: float64
  - name: REGION_RATING_CLIENT
    dtype: float64
  - name: REGION_RATING_CLIENT_W_CITY
    dtype: float64
  - name: WEEKDAY_APPR_PROCESS_START
    dtype: float64
  - name: HOUR_APPR_PROCESS_START
    dtype: float64
  - name: REG_REGION_NOT_LIVE_REGION
    dtype: float64
  - name: REG_REGION_NOT_WORK_REGION
    dtype: float64
  - name: LIVE_REGION_NOT_WORK_REGION
    dtype: float64
  - name: REG_CITY_NOT_LIVE_CITY
    dtype: float64
  - name: REG_CITY_NOT_WORK_CITY
    dtype: float64
  - name: LIVE_CITY_NOT_WORK_CITY
    dtype: float64
  - name: ORGANIZATION_TYPE
    dtype: float64
  - name: EXT_SOURCE_1
    dtype: float64
  - name: EXT_SOURCE_2
    dtype: float64
  - name: EXT_SOURCE_3
    dtype: float64
  - name: APARTMENTS_AVG
    dtype: float64
  - name: BASEMENTAREA_AVG
    dtype: float64
  - name: YEARS_BEGINEXPLUATATION_AVG
    dtype: float64
  - name: YEARS_BUILD_AVG
    dtype: float64
  - name: COMMONAREA_AVG
    dtype: float64
  - name: ELEVATORS_AVG
    dtype: float64
  - name: ENTRANCES_AVG
    dtype: float64
  - name: FLOORSMAX_AVG
    dtype: float64
  - name: FLOORSMIN_AVG
    dtype: float64
  - name: LANDAREA_AVG
    dtype: float64
  - name: LIVINGAPARTMENTS_AVG
    dtype: float64
  - name: LIVINGAREA_AVG
    dtype: float64
  - name: NONLIVINGAPARTMENTS_AVG
    dtype: float64
  - name: NONLIVINGAREA_AVG
    dtype: float64
  - name: APARTMENTS_MODE
    dtype: float64
  - name: BASEMENTAREA_MODE
    dtype: float64
  - name: YEARS_BEGINEXPLUATATION_MODE
    dtype: float64
  - name: YEARS_BUILD_MODE
    dtype: float64
  - name: COMMONAREA_MODE
    dtype: float64
  - name: ELEVATORS_MODE
    dtype: float64
  - name: ENTRANCES_MODE
    dtype: float64
  - name: FLOORSMAX_MODE
    dtype: float64
  - name: FLOORSMIN_MODE
    dtype: float64
  - name: LANDAREA_MODE
    dtype: float64
  - name: LIVINGAPARTMENTS_MODE
    dtype: float64
  - name: LIVINGAREA_MODE
    dtype: float64
  - name: NONLIVINGAPARTMENTS_MODE
    dtype: float64
  - name: NONLIVINGAREA_MODE
    dtype: float64
  - name: APARTMENTS_MEDI
    dtype: float64
  - name: BASEMENTAREA_MEDI
    dtype: float64
  - name: YEARS_BEGINEXPLUATATION_MEDI
    dtype: float64
  - name: YEARS_BUILD_MEDI
    dtype: float64
  - name: COMMONAREA_MEDI
    dtype: float64
  - name: ELEVATORS_MEDI
    dtype: float64
  - name: ENTRANCES_MEDI
    dtype: float64
  - name: FLOORSMAX_MEDI
    dtype: float64
  - name: FLOORSMIN_MEDI
    dtype: float64
  - name: LANDAREA_MEDI
    dtype: float64
  - name: LIVINGAPARTMENTS_MEDI
    dtype: float64
  - name: LIVINGAREA_MEDI
    dtype: float64
  - name: NONLIVINGAPARTMENTS_MEDI
    dtype: float64
  - name: NONLIVINGAREA_MEDI
    dtype: float64
  - name: FONDKAPREMONT_MODE
    dtype: float64
  - name: HOUSETYPE_MODE
    dtype: float64
  - name: TOTALAREA_MODE
    dtype: float64
  - name: WALLSMATERIAL_MODE
    dtype: float64
  - name: EMERGENCYSTATE_MODE
    dtype: float64
  - name: OBS_30_CNT_SOCIAL_CIRCLE
    dtype: float64
  - name: DEF_30_CNT_SOCIAL_CIRCLE
    dtype: float64
  - name: OBS_60_CNT_SOCIAL_CIRCLE
    dtype: float64
  - name: DEF_60_CNT_SOCIAL_CIRCLE
    dtype: float64
  - name: DAYS_LAST_PHONE_CHANGE
    dtype: float64
  - name: FLAG_DOCUMENT_2
    dtype: float64
  - name: FLAG_DOCUMENT_3
    dtype: float64
  - name: FLAG_DOCUMENT_4
    dtype: float64
  - name: FLAG_DOCUMENT_5
    dtype: float64
  - name: FLAG_DOCUMENT_6
    dtype: float64
  - name: FLAG_DOCUMENT_7
    dtype: float64
  - name: FLAG_DOCUMENT_8
    dtype: float64
  - name: FLAG_DOCUMENT_9
    dtype: float64
  - name: FLAG_DOCUMENT_10
    dtype: float64
  - name: FLAG_DOCUMENT_11
    dtype: float64
  - name: FLAG_DOCUMENT_12
    dtype: float64
  - name: FLAG_DOCUMENT_13
    dtype: float64
  - name: FLAG_DOCUMENT_14
    dtype: float64
  - name: FLAG_DOCUMENT_15
    dtype: float64
  - name: FLAG_DOCUMENT_16
    dtype: float64
  - name: FLAG_DOCUMENT_17
    dtype: float64
  - name: FLAG_DOCUMENT_18
    dtype: float64
  - name: FLAG_DOCUMENT_19
    dtype: float64
  - name: FLAG_DOCUMENT_20
    dtype: float64
  - name: FLAG_DOCUMENT_21
    dtype: float64
  - name: AMT_REQ_CREDIT_BUREAU_HOUR
    dtype: float64
  - name: AMT_REQ_CREDIT_BUREAU_DAY
    dtype: float64
  - name: AMT_REQ_CREDIT_BUREAU_WEEK
    dtype: float64
  - name: AMT_REQ_CREDIT_BUREAU_MON
    dtype: float64
  - name: AMT_REQ_CREDIT_BUREAU_QRT
    dtype: float64
  - name: AMT_REQ_CREDIT_BUREAU_YEAR
    dtype: float64
  splits:
  - name: real
    num_bytes: 9680000
    num_examples: 10000
  - name: synth
    num_bytes: 9680000
    num_examples: 10000
  download_size: 1688004
  dataset_size: 19360000
---
