jlh/home-credit

---
dataset_info:
features:
- name: SK_ID_CURR
dtype: int64
- name: TARGET
dtype:
class_label:
names:
'0': '0'
'1': '1'
- name: NAME_CONTRACT_TYPE
dtype: string
- name: CODE_GENDER
dtype: string
- name: FLAG_OWN_CAR
dtype: string
- name: FLAG_OWN_REALTY
dtype: string
- name: CNT_CHILDREN
dtype: int64
- 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: string
- name: NAME_INCOME_TYPE
dtype: string
- name: NAME_EDUCATION_TYPE
dtype: string
- name: NAME_FAMILY_STATUS
dtype: string
- name: NAME_HOUSING_TYPE
dtype: string
- name: REGION_POPULATION_RELATIVE
dtype: float64
- name: DAYS_BIRTH
dtype: int64
- name: DAYS_EMPLOYED
dtype: int64
- name: DAYS_REGISTRATION
dtype: float64
- name: DAYS_ID_PUBLISH
dtype: int64
- name: OWN_CAR_AGE
dtype: float64
- name: FLAG_MOBIL
dtype: int64
- name: FLAG_EMP_PHONE
dtype: int64
- name: FLAG_WORK_PHONE
dtype: int64
- name: FLAG_CONT_MOBILE
dtype: int64
- name: FLAG_PHONE
dtype: int64
- name: FLAG_EMAIL
dtype: int64
- name: OCCUPATION_TYPE
dtype: string
- name: CNT_FAM_MEMBERS
dtype: float64
- name: REGION_RATING_CLIENT
dtype: int64
- name: REGION_RATING_CLIENT_W_CITY
dtype: int64
- name: WEEKDAY_APPR_PROCESS_START
dtype: string
- name: HOUR_APPR_PROCESS_START
dtype: int64
- name: REG_REGION_NOT_LIVE_REGION
dtype: int64
- name: REG_REGION_NOT_WORK_REGION
dtype: int64
- name: LIVE_REGION_NOT_WORK_REGION
dtype: int64
- name: REG_CITY_NOT_LIVE_CITY
dtype: int64
- name: REG_CITY_NOT_WORK_CITY
dtype: int64
- name: LIVE_CITY_NOT_WORK_CITY
dtype: int64
- name: ORGANIZATION_TYPE
dtype: string
- 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: string
- name: HOUSETYPE_MODE
dtype: string
- name: TOTALAREA_MODE
dtype: float64
- name: WALLSMATERIAL_MODE
dtype: string
- name: EMERGENCYSTATE_MODE
dtype: string
- 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: int64
- name: FLAG_DOCUMENT_3
dtype: int64
- name: FLAG_DOCUMENT_4
dtype: int64
- name: FLAG_DOCUMENT_5
dtype: int64
- name: FLAG_DOCUMENT_6
dtype: int64
- name: FLAG_DOCUMENT_7
dtype: int64
- name: FLAG_DOCUMENT_8
dtype: int64
- name: FLAG_DOCUMENT_9
dtype: int64
- name: FLAG_DOCUMENT_10
dtype: int64
- name: FLAG_DOCUMENT_11
dtype: int64
- name: FLAG_DOCUMENT_12
dtype: int64
- name: FLAG_DOCUMENT_13
dtype: int64
- name: FLAG_DOCUMENT_14
dtype: int64
- name: FLAG_DOCUMENT_15
dtype: int64
- name: FLAG_DOCUMENT_16
dtype: int64
- name: FLAG_DOCUMENT_17
dtype: int64
- name: FLAG_DOCUMENT_18
dtype: int64
- name: FLAG_DOCUMENT_19
dtype: int64
- name: FLAG_DOCUMENT_20
dtype: int64
- name: FLAG_DOCUMENT_21
dtype: int64
- 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: train
num_bytes: 323536216
num_examples: 307511
download_size: 0
dataset_size: 323536216
---
# Dataset Card for "home-credit"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

原始信息汇总

数据集概述

数据集特征

• SK_ID_CURR (int64)
• TARGET (class_label: 0 或 1)
• NAME_CONTRACT_TYPE (string)
• CODE_GENDER (string)
• FLAG_OWN_CAR (string)
• FLAG_OWN_REALTY (string)
• CNT_CHILDREN (int64)
• AMT_INCOME_TOTAL (float64)
• AMT_CREDIT (float64)
• AMT_ANNUITY (float64)
• AMT_GOODS_PRICE (float64)
• NAME_TYPE_SUITE (string)
• NAME_INCOME_TYPE (string)
• NAME_EDUCATION_TYPE (string)
• NAME_FAMILY_STATUS (string)
• NAME_HOUSING_TYPE (string)
• REGION_POPULATION_RELATIVE (float64)
• DAYS_BIRTH (int64)
• DAYS_EMPLOYED (int64)
• DAYS_REGISTRATION (float64)
• DAYS_ID_PUBLISH (int64)
• OWN_CAR_AGE (float64)
• FLAG_MOBIL (int64)
• FLAG_EMP_PHONE (int64)
• FLAG_WORK_PHONE (int64)
• FLAG_CONT_MOBILE (int64)
• FLAG_PHONE (int64)
• FLAG_EMAIL (int64)
• OCCUPATION_TYPE (string)
• CNT_FAM_MEMBERS (float64)
• REGION_RATING_CLIENT (int64)
• REGION_RATING_CLIENT_W_CITY (int64)
• WEEKDAY_APPR_PROCESS_START (string)
• HOUR_APPR_PROCESS_START (int64)
• REG_REGION_NOT_LIVE_REGION (int64)
• REG_REGION_NOT_WORK_REGION (int64)
• LIVE_REGION_NOT_WORK_REGION (int64)
• REG_CITY_NOT_LIVE_CITY (int64)
• REG_CITY_NOT_WORK_CITY (int64)
• LIVE_CITY_NOT_WORK_CITY (int64)
• ORGANIZATION_TYPE (string)
• EXT_SOURCE_1 (float64)
• EXT_SOURCE_2 (float64)
• EXT_SOURCE_3 (float64)
• APARTMENTS_AVG (float64)
• BASEMENTAREA_AVG (float64)
• YEARS_BEGINEXPLUATATION_AVG (float64)
• YEARS_BUILD_AVG (float64)
• COMMONAREA_AVG (float64)
• ELEVATORS_AVG (float64)
• ENTRANCES_AVG (float64)
• FLOORSMAX_AVG (float64)
• FLOORSMIN_AVG (float64)
• LANDAREA_AVG (float64)
• LIVINGAPARTMENTS_AVG (float64)
• LIVINGAREA_AVG (float64)
• NONLIVINGAPARTMENTS_AVG (float64)
• NONLIVINGAREA_AVG (float64)
• APARTMENTS_MODE (float64)
• BASEMENTAREA_MODE (float64)
• YEARS_BEGINEXPLUATATION_MODE (float64)
• YEARS_BUILD_MODE (float64)
• COMMONAREA_MODE (float64)
• ELEVATORS_MODE (float64)
• ENTRANCES_MODE (float64)
• FLOORSMAX_MODE (float64)
• FLOORSMIN_MODE (float64)
• LANDAREA_MODE (float64)
• LIVINGAPARTMENTS_MODE (float64)
• LIVINGAREA_MODE (float64)
• NONLIVINGAPARTMENTS_MODE (float64)
• NONLIVINGAREA_MODE (float64)
• APARTMENTS_MEDI (float64)
• BASEMENTAREA_MEDI (float64)
• YEARS_BEGINEXPLUATATION_MEDI (float64)
• YEARS_BUILD_MEDI (float64)
• COMMONAREA_MEDI (float64)
• ELEVATORS_MEDI (float64)
• ENTRANCES_MEDI (float64)
• FLOORSMAX_MEDI (float64)
• FLOORSMIN_MEDI (float64)
• LANDAREA_MEDI (float64)
• LIVINGAPARTMENTS_MEDI (float64)
• LIVINGAREA_MEDI (float64)
• NONLIVINGAPARTMENTS_MEDI (float64)
• NONLIVINGAREA_MEDI (float64)
• FONDKAPREMONT_MODE (string)
• HOUSETYPE_MODE (string)
• TOTALAREA_MODE (float64)
• WALLSMATERIAL_MODE (string)
• EMERGENCYSTATE_MODE (string)
• OBS_30_CNT_SOCIAL_CIRCLE (float64)
• DEF_30_CNT_SOCIAL_CIRCLE (float64)
• OBS_60_CNT_SOCIAL_CIRCLE (float64)
• DEF_60_CNT_SOCIAL_CIRCLE (float64)
• DAYS_LAST_PHONE_CHANGE (float64)
• FLAG_DOCUMENT_2 (int64)
• FLAG_DOCUMENT_3 (int64)
• FLAG_DOCUMENT_4 (int64)
• FLAG_DOCUMENT_5 (int64)
• FLAG_DOCUMENT_6 (int64)
• FLAG_DOCUMENT_7 (int64)
• FLAG_DOCUMENT_8 (int64)
• FLAG_DOCUMENT_9 (int64)
• FLAG_DOCUMENT_10 (int64)
• FLAG_DOCUMENT_11 (int64)
• FLAG_DOCUMENT_12 (int64)
• FLAG_DOCUMENT_13 (int64)
• FLAG_DOCUMENT_14 (int64)
• FLAG_DOCUMENT_15 (int64)
• FLAG_DOCUMENT_16 (int64)
• FLAG_DOCUMENT_17 (int64)
• FLAG_DOCUMENT_18 (int64)
• FLAG_DOCUMENT_19 (int64)
• FLAG_DOCUMENT_20 (int64)
• FLAG_DOCUMENT_21 (int64)
• AMT_REQ_CREDIT_BUREAU_HOUR (float64)
• AMT_REQ_CREDIT_BUREAU_DAY (float64)
• AMT_REQ_CREDIT_BUREAU_WEEK (float64)
• AMT_REQ_CREDIT_BUREAU_MON (float64)
• AMT_REQ_CREDIT_BUREAU_QRT (float64)
• AMT_REQ_CREDIT_BUREAU_YEAR (float64)

数据集拆分

• train
  • 数据量: 307511条
  • 存储大小: 323536216字节

数据集大小

• 下载大小: 0字节
• 数据集大小: 323536216字节