{
  "SK_ID_CURR": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 100002.0,
    "max": 456255.0,
    "sample": 100002.0
  },
  "TARGET": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 1.0
  },
  "NAME_CONTRACT_TYPE": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "Cash loans",
      "Revolving loans"
    ]
  },
  "CODE_GENDER": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "F",
      "M"
    ]
  },
  "FLAG_OWN_CAR": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "N",
      "Y"
    ]
  },
  "FLAG_OWN_REALTY": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "N",
      "Y"
    ]
  },
  "CNT_CHILDREN": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 19.0,
    "sample": 0.0
  },
  "AMT_INCOME_TOTAL": {
    "dtype": "float64",
    "n_missing": 0,
    "min": 25650.0,
    "max": 117000000.0,
    "sample": 202500.0
  },
  "AMT_CREDIT": {
    "dtype": "float64",
    "n_missing": 0,
    "min": 45000.0,
    "max": 4050000.0,
    "sample": 406597.5
  },
  "AMT_ANNUITY": {
    "dtype": "float64",
    "n_missing": 12,
    "min": 1615.5,
    "max": 258025.5,
    "sample": 24700.5
  },
  "AMT_GOODS_PRICE": {
    "dtype": "float64",
    "n_missing": 278,
    "min": 40500.0,
    "max": 4050000.0,
    "sample": 351000.0
  },
  "NAME_TYPE_SUITE": {
    "dtype": "object",
    "n_missing": 1292,
    "categories": [
      "Children",
      "Family",
      "Group of people",
      "Other_A",
      "Other_B",
      "Spouse, partner",
      "Unaccompanied"
    ]
  },
  "NAME_INCOME_TYPE": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "Businessman",
      "Commercial associate",
      "Maternity leave",
      "Pensioner",
      "State servant",
      "Student",
      "Unemployed",
      "Working"
    ]
  },
  "NAME_EDUCATION_TYPE": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "Academic degree",
      "Higher education",
      "Incomplete higher",
      "Lower secondary",
      "Secondary / secondary special"
    ]
  },
  "NAME_FAMILY_STATUS": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "Civil marriage",
      "Married",
      "Separated",
      "Single / not married",
      "Unknown",
      "Widow"
    ]
  },
  "NAME_HOUSING_TYPE": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "Co-op apartment",
      "House / apartment",
      "Municipal apartment",
      "Office apartment",
      "Rented apartment",
      "With parents"
    ]
  },
  "REGION_POPULATION_RELATIVE": {
    "dtype": "float64",
    "n_missing": 0,
    "min": 0.00029,
    "max": 0.072508,
    "sample": 0.018801
  },
  "DAYS_BIRTH": {
    "dtype": "int64",
    "n_missing": 0,
    "min": -25229.0,
    "max": -7489.0,
    "sample": -9461.0
  },
  "DAYS_EMPLOYED": {
    "dtype": "int64",
    "n_missing": 0,
    "min": -17912.0,
    "max": 365243.0,
    "sample": -637.0
  },
  "DAYS_REGISTRATION": {
    "dtype": "float64",
    "n_missing": 0,
    "min": -24672.0,
    "max": 0.0,
    "sample": -3648.0
  },
  "DAYS_ID_PUBLISH": {
    "dtype": "int64",
    "n_missing": 0,
    "min": -7197.0,
    "max": 0.0,
    "sample": -2120.0
  },
  "OWN_CAR_AGE": {
    "dtype": "float64",
    "n_missing": 202927,
    "min": 0.0,
    "max": 91.0,
    "sample": 26.0
  },
  "FLAG_MOBIL": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 1.0
  },
  "FLAG_EMP_PHONE": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 1.0
  },
  "FLAG_WORK_PHONE": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_CONT_MOBILE": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 1.0
  },
  "FLAG_PHONE": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 1.0
  },
  "FLAG_EMAIL": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "OCCUPATION_TYPE": {
    "dtype": "object",
    "n_missing": 96389,
    "categories": [
      "Accountants",
      "Cleaning staff",
      "Cooking staff",
      "Core staff",
      "Drivers",
      "HR staff",
      "High skill tech staff",
      "IT staff",
      "Laborers",
      "Low-skill Laborers",
      "Managers",
      "Medicine staff",
      "Private service staff",
      "Realty agents",
      "Sales staff",
      "Secretaries",
      "Security staff",
      "Waiters/barmen staff"
    ]
  },
  "CNT_FAM_MEMBERS": {
    "dtype": "float64",
    "n_missing": 2,
    "min": 1.0,
    "max": 20.0,
    "sample": 1.0
  },
  "REGION_RATING_CLIENT": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 1.0,
    "max": 3.0,
    "sample": 2.0
  },
  "REGION_RATING_CLIENT_W_CITY": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 1.0,
    "max": 3.0,
    "sample": 2.0
  },
  "WEEKDAY_APPR_PROCESS_START": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "FRIDAY",
      "MONDAY",
      "SATURDAY",
      "SUNDAY",
      "THURSDAY",
      "TUESDAY",
      "WEDNESDAY"
    ]
  },
  "HOUR_APPR_PROCESS_START": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 23.0,
    "sample": 10.0
  },
  "REG_REGION_NOT_LIVE_REGION": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "REG_REGION_NOT_WORK_REGION": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "LIVE_REGION_NOT_WORK_REGION": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "REG_CITY_NOT_LIVE_CITY": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "REG_CITY_NOT_WORK_CITY": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "LIVE_CITY_NOT_WORK_CITY": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "ORGANIZATION_TYPE": {
    "dtype": "object",
    "n_missing": 0,
    "categories": [
      "Advertising",
      "Agriculture",
      "Bank",
      "Business Entity Type 1",
      "Business Entity Type 2",
      "Business Entity Type 3",
      "Cleaning",
      "Construction",
      "Culture",
      "Electricity",
      "Emergency",
      "Government",
      "Hotel",
      "Housing",
      "Industry: type 1",
      "Industry: type 10",
      "Industry: type 11",
      "Industry: type 12",
      "Industry: type 13",
      "Industry: type 2",
      "Industry: type 3",
      "Industry: type 4",
      "Industry: type 5",
      "Industry: type 6",
      "Industry: type 7",
      "Industry: type 8",
      "Industry: type 9",
      "Insurance",
      "Kindergarten",
      "Legal Services",
      "Medicine",
      "Military",
      "Mobile",
      "Other",
      "Police",
      "Postal",
      "Realtor",
      "Religion",
      "Restaurant",
      "School",
      "Security",
      "Security Ministries",
      "Self-employed",
      "Services",
      "Telecom",
      "Trade: type 1",
      "Trade: type 2",
      "Trade: type 3",
      "Trade: type 4",
      "Trade: type 5",
      "Trade: type 6",
      "Trade: type 7",
      "Transport: type 1",
      "Transport: type 2",
      "Transport: type 3",
      "Transport: type 4",
      "University",
      "XNA"
    ]
  },
  "EXT_SOURCE_1": {
    "dtype": "float64",
    "n_missing": 173376,
    "min": 0.0145681324124455,
    "max": 0.962692770561306,
    "sample": 0.0830369673913225
  },
  "EXT_SOURCE_2": {
    "dtype": "float64",
    "n_missing": 660,
    "min": 8.173616518884397e-08,
    "max": 0.8549996664047012,
    "sample": 0.2629485927471776
  },
  "EXT_SOURCE_3": {
    "dtype": "float64",
    "n_missing": 60965,
    "min": 0.0005272652387098,
    "max": 0.8960095494948396,
    "sample": 0.1393757800997895
  },
  "APARTMENTS_AVG": {
    "dtype": "float64",
    "n_missing": 156060,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0247
  },
  "BASEMENTAREA_AVG": {
    "dtype": "float64",
    "n_missing": 179942,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0369
  },
  "YEARS_BEGINEXPLUATATION_AVG": {
    "dtype": "float64",
    "n_missing": 150006,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.9722
  },
  "YEARS_BUILD_AVG": {
    "dtype": "float64",
    "n_missing": 204486,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.6192
  },
  "COMMONAREA_AVG": {
    "dtype": "float64",
    "n_missing": 214862,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0143
  },
  "ELEVATORS_AVG": {
    "dtype": "float64",
    "n_missing": 163890,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "ENTRANCES_AVG": {
    "dtype": "float64",
    "n_missing": 154827,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.069
  },
  "FLOORSMAX_AVG": {
    "dtype": "float64",
    "n_missing": 153019,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0833
  },
  "FLOORSMIN_AVG": {
    "dtype": "float64",
    "n_missing": 208640,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.125
  },
  "LANDAREA_AVG": {
    "dtype": "float64",
    "n_missing": 182588,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0369
  },
  "LIVINGAPARTMENTS_AVG": {
    "dtype": "float64",
    "n_missing": 210197,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0202
  },
  "LIVINGAREA_AVG": {
    "dtype": "float64",
    "n_missing": 154349,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.019
  },
  "NONLIVINGAPARTMENTS_AVG": {
    "dtype": "float64",
    "n_missing": 213512,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "NONLIVINGAREA_AVG": {
    "dtype": "float64",
    "n_missing": 169680,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "APARTMENTS_MODE": {
    "dtype": "float64",
    "n_missing": 156060,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0252
  },
  "BASEMENTAREA_MODE": {
    "dtype": "float64",
    "n_missing": 179942,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0383
  },
  "YEARS_BEGINEXPLUATATION_MODE": {
    "dtype": "float64",
    "n_missing": 150006,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.9722
  },
  "YEARS_BUILD_MODE": {
    "dtype": "float64",
    "n_missing": 204486,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.6341
  },
  "COMMONAREA_MODE": {
    "dtype": "float64",
    "n_missing": 214862,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0144
  },
  "ELEVATORS_MODE": {
    "dtype": "float64",
    "n_missing": 163890,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "ENTRANCES_MODE": {
    "dtype": "float64",
    "n_missing": 154827,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.069
  },
  "FLOORSMAX_MODE": {
    "dtype": "float64",
    "n_missing": 153019,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0833
  },
  "FLOORSMIN_MODE": {
    "dtype": "float64",
    "n_missing": 208640,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.125
  },
  "LANDAREA_MODE": {
    "dtype": "float64",
    "n_missing": 182588,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0377
  },
  "LIVINGAPARTMENTS_MODE": {
    "dtype": "float64",
    "n_missing": 210197,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.022
  },
  "LIVINGAREA_MODE": {
    "dtype": "float64",
    "n_missing": 154349,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0198
  },
  "NONLIVINGAPARTMENTS_MODE": {
    "dtype": "float64",
    "n_missing": 213512,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "NONLIVINGAREA_MODE": {
    "dtype": "float64",
    "n_missing": 169680,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "APARTMENTS_MEDI": {
    "dtype": "float64",
    "n_missing": 156060,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.025
  },
  "BASEMENTAREA_MEDI": {
    "dtype": "float64",
    "n_missing": 179942,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0369
  },
  "YEARS_BEGINEXPLUATATION_MEDI": {
    "dtype": "float64",
    "n_missing": 150006,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.9722
  },
  "YEARS_BUILD_MEDI": {
    "dtype": "float64",
    "n_missing": 204486,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.6243
  },
  "COMMONAREA_MEDI": {
    "dtype": "float64",
    "n_missing": 214862,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0144
  },
  "ELEVATORS_MEDI": {
    "dtype": "float64",
    "n_missing": 163890,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "ENTRANCES_MEDI": {
    "dtype": "float64",
    "n_missing": 154827,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.069
  },
  "FLOORSMAX_MEDI": {
    "dtype": "float64",
    "n_missing": 153019,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0833
  },
  "FLOORSMIN_MEDI": {
    "dtype": "float64",
    "n_missing": 208640,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.125
  },
  "LANDAREA_MEDI": {
    "dtype": "float64",
    "n_missing": 182588,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0375
  },
  "LIVINGAPARTMENTS_MEDI": {
    "dtype": "float64",
    "n_missing": 210197,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0205
  },
  "LIVINGAREA_MEDI": {
    "dtype": "float64",
    "n_missing": 154349,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0193
  },
  "NONLIVINGAPARTMENTS_MEDI": {
    "dtype": "float64",
    "n_missing": 213512,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "NONLIVINGAREA_MEDI": {
    "dtype": "float64",
    "n_missing": 169680,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FONDKAPREMONT_MODE": {
    "dtype": "object",
    "n_missing": 210293,
    "categories": [
      "not specified",
      "org spec account",
      "reg oper account",
      "reg oper spec account"
    ]
  },
  "HOUSETYPE_MODE": {
    "dtype": "object",
    "n_missing": 154296,
    "categories": [
      "block of flats",
      "specific housing",
      "terraced house"
    ]
  },
  "TOTALAREA_MODE": {
    "dtype": "float64",
    "n_missing": 148430,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0149
  },
  "WALLSMATERIAL_MODE": {
    "dtype": "object",
    "n_missing": 156340,
    "categories": [
      "Block",
      "Mixed",
      "Monolithic",
      "Others",
      "Panel",
      "Stone, brick",
      "Wooden"
    ]
  },
  "EMERGENCYSTATE_MODE": {
    "dtype": "object",
    "n_missing": 145754,
    "categories": [
      "No",
      "Yes"
    ]
  },
  "OBS_30_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "n_missing": 1021,
    "min": 0.0,
    "max": 348.0,
    "sample": 2.0
  },
  "DEF_30_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "n_missing": 1021,
    "min": 0.0,
    "max": 34.0,
    "sample": 2.0
  },
  "OBS_60_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "n_missing": 1021,
    "min": 0.0,
    "max": 344.0,
    "sample": 2.0
  },
  "DEF_60_CNT_SOCIAL_CIRCLE": {
    "dtype": "float64",
    "n_missing": 1021,
    "min": 0.0,
    "max": 24.0,
    "sample": 2.0
  },
  "DAYS_LAST_PHONE_CHANGE": {
    "dtype": "float64",
    "n_missing": 1,
    "min": -4292.0,
    "max": 0.0,
    "sample": -1134.0
  },
  "FLAG_DOCUMENT_2": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_3": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 1.0
  },
  "FLAG_DOCUMENT_4": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_5": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_6": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_7": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_8": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_9": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_10": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_11": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_12": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_13": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_14": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_15": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_16": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_17": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_18": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_19": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_20": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "FLAG_DOCUMENT_21": {
    "dtype": "int64",
    "n_missing": 0,
    "min": 0.0,
    "max": 1.0,
    "sample": 0.0
  },
  "AMT_REQ_CREDIT_BUREAU_HOUR": {
    "dtype": "float64",
    "n_missing": 41519,
    "min": 0.0,
    "max": 4.0,
    "sample": 0.0
  },
  "AMT_REQ_CREDIT_BUREAU_DAY": {
    "dtype": "float64",
    "n_missing": 41519,
    "min": 0.0,
    "max": 9.0,
    "sample": 0.0
  },
  "AMT_REQ_CREDIT_BUREAU_WEEK": {
    "dtype": "float64",
    "n_missing": 41519,
    "min": 0.0,
    "max": 8.0,
    "sample": 0.0
  },
  "AMT_REQ_CREDIT_BUREAU_MON": {
    "dtype": "float64",
    "n_missing": 41519,
    "min": 0.0,
    "max": 27.0,
    "sample": 0.0
  },
  "AMT_REQ_CREDIT_BUREAU_QRT": {
    "dtype": "float64",
    "n_missing": 41519,
    "min": 0.0,
    "max": 261.0,
    "sample": 0.0
  },
  "AMT_REQ_CREDIT_BUREAU_YEAR": {
    "dtype": "float64",
    "n_missing": 41519,
    "min": 0.0,
    "max": 25.0,
    "sample": 1.0
  }
}