{ "CODE_GENDER": "Code Gender", "FLAG_OWN_CAR": "Flag Own Car", "FLAG_OWN_REALTY": "Flag Own Realty", "CNT_CHILDREN": "Number of children", "AMT_INCOME_TOTAL": "Total annual income of applicant", "AMT_CREDIT": "Total loan credit amount applied for", "AMT_ANNUITY": "Monthly loan annuity payment", "AMT_GOODS_PRICE": "Price of goods for the loan", "REGION_POPULATION_RELATIVE": "Region Population Relative", "DAYS_BIRTH": "Days since applicant birth (age proxy)", "DAYS_EMPLOYED": "Days since employment started", "DAYS_REGISTRATION": "Days since registration document change", "DAYS_ID_PUBLISH": "Days since ID was last changed", "FLAG_MOBIL": "Flag Mobil", "FLAG_EMP_PHONE": "Flag Emp Phone", "FLAG_WORK_PHONE": "Flag Work Phone", "FLAG_CONT_MOBILE": "Flag Cont Mobile", "FLAG_PHONE": "Flag Phone", "FLAG_EMAIL": "Flag Email", "CNT_FAM_MEMBERS": "Total family members", "REGION_RATING_CLIENT": "Rating of region where client lives", "REGION_RATING_CLIENT_W_CITY": "Region Rating Client W City", "HOUR_APPR_PROCESS_START": "Hour Appr Process Start", "REG_REGION_NOT_LIVE_REGION": "Reg Region Not Live Region", "REG_REGION_NOT_WORK_REGION": "Reg Region Not Work Region", "LIVE_REGION_NOT_WORK_REGION": "Live Region Not Work Region", "REG_CITY_NOT_LIVE_CITY": "Reg City Not Live City", "REG_CITY_NOT_WORK_CITY": "Reg City Not Work City", "LIVE_CITY_NOT_WORK_CITY": "Live City Not Work City", "EXT_SOURCE_1": "External credit score \u2014 source 1", "EXT_SOURCE_2": "External credit score \u2014 source 2", "EXT_SOURCE_3": "External credit score \u2014 source 3", "APARTMENTS_AVG": "Apartments Avg", "BASEMENTAREA_AVG": "Basementarea Avg", "YEARS_BEGINEXPLUATATION_AVG": "Years Beginexpluatation Avg", "ELEVATORS_AVG": "Elevators Avg", "ENTRANCES_AVG": "Entrances Avg", "FLOORSMAX_AVG": "Floorsmax Avg", "LANDAREA_AVG": "Landarea Avg", "LIVINGAREA_AVG": "Livingarea Avg", "NONLIVINGAREA_AVG": "Nonlivingarea Avg", "APARTMENTS_MODE": "Apartments Mode", "BASEMENTAREA_MODE": "Basementarea Mode", "YEARS_BEGINEXPLUATATION_MODE": "Years Beginexpluatation Mode", "ELEVATORS_MODE": "Elevators Mode", "ENTRANCES_MODE": "Entrances Mode", "FLOORSMAX_MODE": "Floorsmax Mode", "LANDAREA_MODE": "Landarea Mode", "LIVINGAREA_MODE": "Livingarea Mode", "NONLIVINGAREA_MODE": "Nonlivingarea Mode", "APARTMENTS_MEDI": "Apartments Medi", "BASEMENTAREA_MEDI": "Basementarea Medi", "YEARS_BEGINEXPLUATATION_MEDI": "Years Beginexpluatation Medi", "ELEVATORS_MEDI": "Elevators Medi", "ENTRANCES_MEDI": "Entrances Medi", "FLOORSMAX_MEDI": "Floorsmax Medi", "LANDAREA_MEDI": "Landarea Medi", "LIVINGAREA_MEDI": "Livingarea Medi", "NONLIVINGAREA_MEDI": "Nonlivingarea Medi", "TOTALAREA_MODE": "Totalarea Mode", "OBS_30_CNT_SOCIAL_CIRCLE": "Obs 30 Cnt Social Circle", "DEF_30_CNT_SOCIAL_CIRCLE": "Def 30 Cnt Social Circle", "OBS_60_CNT_SOCIAL_CIRCLE": "Obs 60 Cnt Social Circle", "DEF_60_CNT_SOCIAL_CIRCLE": "Def 60 Cnt Social Circle", "DAYS_LAST_PHONE_CHANGE": "Days since phone number was changed", "FLAG_DOCUMENT_2": "Flag Document 2", "FLAG_DOCUMENT_3": "Flag Document 3", "FLAG_DOCUMENT_4": "Flag Document 4", "FLAG_DOCUMENT_5": "Flag Document 5", "FLAG_DOCUMENT_6": "Flag Document 6", "FLAG_DOCUMENT_7": "Flag Document 7", "FLAG_DOCUMENT_8": "Flag Document 8", "FLAG_DOCUMENT_9": "Flag Document 9", "FLAG_DOCUMENT_10": "Flag Document 10", "FLAG_DOCUMENT_11": "Flag Document 11", "FLAG_DOCUMENT_12": "Flag Document 12", "FLAG_DOCUMENT_13": "Flag Document 13", "FLAG_DOCUMENT_14": "Flag Document 14", "FLAG_DOCUMENT_15": "Flag Document 15", "FLAG_DOCUMENT_16": "Flag Document 16", "FLAG_DOCUMENT_17": "Flag Document 17", "FLAG_DOCUMENT_18": "Flag Document 18", "FLAG_DOCUMENT_19": "Flag Document 19", "FLAG_DOCUMENT_20": "Flag Document 20", "FLAG_DOCUMENT_21": "Flag Document 21", "AMT_REQ_CREDIT_BUREAU_HOUR": "Amt Req Credit Bureau Hour", "AMT_REQ_CREDIT_BUREAU_DAY": "Amt Req Credit Bureau Day", "AMT_REQ_CREDIT_BUREAU_WEEK": "Amt Req Credit Bureau Week", "AMT_REQ_CREDIT_BUREAU_MON": "Amt Req Credit Bureau Mon", "AMT_REQ_CREDIT_BUREAU_QRT": "Amt Req Credit Bureau Qrt", "AMT_REQ_CREDIT_BUREAU_YEAR": "Amt Req Credit Bureau Year", "BURO_DAYS_CREDIT_MIN": "Most recent bureau credit (days ago)", "BURO_DAYS_CREDIT_MAX": "Buro Days Credit Max", "BURO_DAYS_CREDIT_MEAN": "Buro Days Credit Mean", "BURO_CREDIT_DAY_OVERDUE_MAX": "Buro Credit Day Overdue Max", "BURO_CREDIT_DAY_OVERDUE_MEAN": "Buro Credit Day Overdue Mean", "BURO_AMT_CREDIT_MAX_OVERDUE_MAX": "Buro Amt Credit Max Overdue Max", "BURO_AMT_CREDIT_MAX_OVERDUE_MEAN": "Buro Amt Credit Max Overdue Mean", "BURO_AMT_CREDIT_SUM_SUM": "Total outstanding debt across all bureau credits", "BURO_AMT_CREDIT_SUM_MEAN": "Buro Amt Credit Sum Mean", "BURO_AMT_CREDIT_SUM_DEBT_SUM": "Total current debt in bureau records", "BURO_AMT_CREDIT_SUM_DEBT_MEAN": "Buro Amt Credit Sum Debt Mean", "BURO_AMT_CREDIT_SUM_OVERDUE_SUM": "Buro Amt Credit Sum Overdue Sum", "BURO_AMT_ANNUITY_SUM": "Buro Amt Annuity Sum", "BURO_CNT_CREDIT_PROLONG_SUM": "Buro Cnt Credit Prolong Sum", "BURO_CREDIT_DURATION_MEAN": "Buro Credit Duration Mean", "BURO_CREDIT_DURATION_MAX": "Buro Credit Duration Max", "BURO_CREDIT_REPAID_MEAN": "Fraction of bureau credits fully repaid", "BURO_CREDIT_REPAID_SUM": "Buro Credit Repaid Sum", "BURO_OVERDUE_RATIO_MEAN": "Buro Overdue Ratio Mean", "BURO_OVERDUE_RATIO_MAX": "Worst overdue ratio across bureau credits", "BURO_BB_MONTHS_COUNT_SUM": "Buro Bb Months Count Sum", "BURO_BB_DPD_MONTHS_SUM": "Total months with days-past-due in bureau", "BURO_CREDIT_COUNT": "Total number of previous credit bureau records", "BURO_ACTIVE_COUNT": "Number of currently active bureau credits", "PREV_COUNT": "Number of previous loan applications", "PREV_APPROVED_COUNT": "Prev Approved Count", "PREV_REFUSED_COUNT": "Number of previously refused applications", "PREV_APPROVED_RATIO": "Fraction of previous applications approved", "PREV_AMT_CREDIT_MEAN": "Prev Amt Credit Mean", "PREV_AMT_CREDIT_MAX": "Highest previous loan amount", "PREV_AMT_ANNUITY_MEAN": "Prev Amt Annuity Mean", "PREV_APP_CREDIT_RATIO": "Prev App Credit Ratio", "PREV_LOAN_DIFF_MEAN": "Average gap between applied and approved amount", "PREV_DOWN_RATIO_MEAN": "Prev Down Ratio Mean", "PREV_DAYS_DECISION_MIN": "Days since most recent previous application", "PREV_DAYS_DECISION_MEAN": "Prev Days Decision Mean", "PREV_RATE_DOWN_MEAN": "Prev Rate Down Mean", "PREV_CNT_PAYMENT_MEAN": "Prev Cnt Payment Mean", "INS_COUNT": "Ins Count", "INS_AMT_PAYMENT_SUM": "Ins Amt Payment Sum", "INS_AMT_PAYMENT_MEAN": "Ins Amt Payment Mean", "INS_PAYMENT_DIFF_MEAN": "Ins Payment Diff Mean", "INS_PAYMENT_DIFF_MAX": "Largest underpayment on installments", "INS_PAYMENT_RATIO_MEAN": "Ins Payment Ratio Mean", "INS_PAYMENT_RATIO_MIN": "Worst payment ratio (paid vs owed)", "INS_DAYS_LATE_MEAN": "Average days late on installment payments", "INS_DAYS_LATE_MAX": "Worst late payment (days)", "INS_PAID_LATE_RATIO": "Fraction of installments paid late", "INS_PAID_FULL_RATIO": "Ins Paid Full Ratio", "POS_COUNT": "Pos Count", "POS_MONTHS_BALANCE_MAX": "Pos Months Balance Max", "POS_SK_DPD_MEAN": "Average days-past-due on POS/cash loans", "POS_SK_DPD_MAX": "Worst days-past-due on POS/cash loans", "POS_SK_DPD_DEF_MEAN": "Pos Sk Dpd Def Mean", "POS_SK_DPD_DEF_MAX": "Pos Sk Dpd Def Max", "POS_DPD_POSITIVE_RATIO": "Fraction of months with any DPD on POS loans", "POS_CNT_INSTALMENT_MEAN": "Pos Cnt Instalment Mean", "AGE_YEARS": "Applicant age in years", "EMPLOYED_YEARS": "Years at current employer", "CREDIT_INCOME_RATIO": "Total credit amount relative to annual income", "ANNUITY_INCOME_RATIO": "Monthly annuity payment relative to income", "CREDIT_TERM": "Monthly repayment as fraction of total credit", "GOODS_CREDIT_RATIO": "Goods price relative to credit amount", "INCOME_PER_PERSON": "Income divided by number of family members", "EXT_SOURCE_MEAN": "Average external credit score (3 bureaus)", "EXT_SOURCE_STD": "Ext Source Std", "EXT_SOURCE_PRODUCT": "Combined product of all 3 external scores", "EXT_SOURCE_MIN": "Lowest of the 3 external credit scores", "EMPLOYED_TO_AGE_RATIO": "Employment length relative to age", "IS_UNEMPLOYED": "Whether applicant is currently unemployed", "DOCUMENT_COUNT": "Number of documents submitted", "DEF_30_60_DIFF": "Def 30 60 Diff", "CREDIT_ENQUIRY_TOTAL": "Total credit bureau enquiries (all periods)", "NAME_CONTRACT_TYPE_Cash loans": "Name Contract Type Cash Loans", "NAME_CONTRACT_TYPE_Revolving loans": "Name Contract Type Revolving Loans", "NAME_TYPE_SUITE_Children": "Name Type Suite Children", "NAME_TYPE_SUITE_Family": "Name Type Suite Family", "NAME_TYPE_SUITE_Group of people": "Name Type Suite Group Of People", "NAME_TYPE_SUITE_Other_A": "Name Type Suite Other A", "NAME_TYPE_SUITE_Other_B": "Name Type Suite Other B", "NAME_TYPE_SUITE_Spouse, partner": "Name Type Suite Spouse, Partner", "NAME_TYPE_SUITE_Unaccompanied": "Name Type Suite Unaccompanied", "NAME_INCOME_TYPE_Businessman": "Name Income Type Businessman", "NAME_INCOME_TYPE_Commercial associate": "Name Income Type Commercial Associate", "NAME_INCOME_TYPE_Maternity leave": "Name Income Type Maternity Leave", "NAME_INCOME_TYPE_Pensioner": "Name Income Type Pensioner", "NAME_INCOME_TYPE_State servant": "Name Income Type State Servant", "NAME_INCOME_TYPE_Student": "Name Income Type Student", "NAME_INCOME_TYPE_Unemployed": "Name Income Type Unemployed", "NAME_INCOME_TYPE_Working": "Name Income Type Working", "NAME_EDUCATION_TYPE_Academic degree": "Name Education Type Academic Degree", "NAME_EDUCATION_TYPE_Higher education": "Name Education Type Higher Education", "NAME_EDUCATION_TYPE_Incomplete higher": "Name Education Type Incomplete Higher", "NAME_EDUCATION_TYPE_Lower secondary": "Name Education Type Lower Secondary", "NAME_EDUCATION_TYPE_Secondary / secondary special": "Name Education Type Secondary / Secondary Special", "NAME_FAMILY_STATUS_Civil marriage": "Name Family Status Civil Marriage", "NAME_FAMILY_STATUS_Married": "Name Family Status Married", "NAME_FAMILY_STATUS_Separated": "Name Family Status Separated", "NAME_FAMILY_STATUS_Single / not married": "Name Family Status Single / Not Married", "NAME_FAMILY_STATUS_Unknown": "Name Family Status Unknown", "NAME_FAMILY_STATUS_Widow": "Name Family Status Widow", "NAME_HOUSING_TYPE_Co-op apartment": "Name Housing Type Co-Op Apartment", "NAME_HOUSING_TYPE_House / apartment": "Name Housing Type House / Apartment", "NAME_HOUSING_TYPE_Municipal apartment": "Name Housing Type Municipal Apartment", "NAME_HOUSING_TYPE_Office apartment": "Name Housing Type Office Apartment", "NAME_HOUSING_TYPE_Rented apartment": "Name Housing Type Rented Apartment", "NAME_HOUSING_TYPE_With parents": "Name Housing Type With Parents", "OCCUPATION_TYPE_Accountants": "Occupation Type Accountants", "OCCUPATION_TYPE_Cleaning staff": "Occupation Type Cleaning Staff", "OCCUPATION_TYPE_Cooking staff": "Occupation Type Cooking Staff", "OCCUPATION_TYPE_Core staff": "Occupation Type Core Staff", "OCCUPATION_TYPE_Drivers": "Occupation Type Drivers", "OCCUPATION_TYPE_HR staff": "Occupation Type Hr Staff", "OCCUPATION_TYPE_High skill tech staff": "Occupation Type High Skill Tech Staff", "OCCUPATION_TYPE_IT staff": "Occupation Type It Staff", "OCCUPATION_TYPE_Laborers": "Occupation Type Laborers", "OCCUPATION_TYPE_Low-skill Laborers": "Occupation Type Low-Skill Laborers", "OCCUPATION_TYPE_Managers": "Occupation Type Managers", "OCCUPATION_TYPE_Medicine staff": "Occupation Type Medicine Staff", "OCCUPATION_TYPE_Private service staff": "Occupation Type Private Service Staff", "OCCUPATION_TYPE_Realty agents": "Occupation Type Realty Agents", "OCCUPATION_TYPE_Sales staff": "Occupation Type Sales Staff", "OCCUPATION_TYPE_Secretaries": "Occupation Type Secretaries", "OCCUPATION_TYPE_Security staff": "Occupation Type Security Staff", "OCCUPATION_TYPE_Waiters/barmen staff": "Occupation Type Waiters/Barmen Staff", "ORGANIZATION_TYPE_Advertising": "Organization Type Advertising", "ORGANIZATION_TYPE_Agriculture": "Organization Type Agriculture", "ORGANIZATION_TYPE_Bank": "Organization Type Bank", "ORGANIZATION_TYPE_Business Entity Type 1": "Organization Type Business Entity Type 1", "ORGANIZATION_TYPE_Business Entity Type 2": "Organization Type Business Entity Type 2", "ORGANIZATION_TYPE_Business Entity Type 3": "Organization Type Business Entity Type 3", "ORGANIZATION_TYPE_Cleaning": "Organization Type Cleaning", "ORGANIZATION_TYPE_Construction": "Organization Type Construction", "ORGANIZATION_TYPE_Culture": "Organization Type Culture", "ORGANIZATION_TYPE_Electricity": "Organization Type Electricity", "ORGANIZATION_TYPE_Emergency": "Organization Type Emergency", "ORGANIZATION_TYPE_Government": "Organization Type Government", "ORGANIZATION_TYPE_Hotel": "Organization Type Hotel", "ORGANIZATION_TYPE_Housing": "Organization Type Housing", "ORGANIZATION_TYPE_Industry: type 1": "Organization Type Industry: Type 1", "ORGANIZATION_TYPE_Industry: type 10": "Organization Type Industry: Type 10", "ORGANIZATION_TYPE_Industry: type 11": "Organization Type Industry: Type 11", "ORGANIZATION_TYPE_Industry: type 12": "Organization Type Industry: Type 12", "ORGANIZATION_TYPE_Industry: type 13": "Organization Type Industry: Type 13", "ORGANIZATION_TYPE_Industry: type 2": "Organization Type Industry: Type 2", "ORGANIZATION_TYPE_Industry: type 3": "Organization Type Industry: Type 3", "ORGANIZATION_TYPE_Industry: type 4": "Organization Type Industry: Type 4", "ORGANIZATION_TYPE_Industry: type 5": "Organization Type Industry: Type 5", "ORGANIZATION_TYPE_Industry: type 6": "Organization Type Industry: Type 6", "ORGANIZATION_TYPE_Industry: type 7": "Organization Type Industry: Type 7", "ORGANIZATION_TYPE_Industry: type 8": "Organization Type Industry: Type 8", "ORGANIZATION_TYPE_Industry: type 9": "Organization Type Industry: Type 9", "ORGANIZATION_TYPE_Insurance": "Organization Type Insurance", "ORGANIZATION_TYPE_Kindergarten": "Organization Type Kindergarten", "ORGANIZATION_TYPE_Legal Services": "Organization Type Legal Services", "ORGANIZATION_TYPE_Medicine": "Organization Type Medicine", "ORGANIZATION_TYPE_Military": "Organization Type Military", "ORGANIZATION_TYPE_Mobile": "Organization Type Mobile", "ORGANIZATION_TYPE_Other": "Organization Type Other", "ORGANIZATION_TYPE_Police": "Organization Type Police", "ORGANIZATION_TYPE_Postal": "Organization Type Postal", "ORGANIZATION_TYPE_Realtor": "Organization Type Realtor", "ORGANIZATION_TYPE_Religion": "Organization Type Religion", "ORGANIZATION_TYPE_Restaurant": "Organization Type Restaurant", "ORGANIZATION_TYPE_School": "Organization Type School", "ORGANIZATION_TYPE_Security": "Organization Type Security", "ORGANIZATION_TYPE_Security Ministries": "Organization Type Security Ministries", "ORGANIZATION_TYPE_Self-employed": "Organization Type Self-Employed", "ORGANIZATION_TYPE_Services": "Organization Type Services", "ORGANIZATION_TYPE_Telecom": "Organization Type Telecom", "ORGANIZATION_TYPE_Trade: type 1": "Organization Type Trade: Type 1", "ORGANIZATION_TYPE_Trade: type 2": "Organization Type Trade: Type 2", "ORGANIZATION_TYPE_Trade: type 3": "Organization Type Trade: Type 3", "ORGANIZATION_TYPE_Trade: type 4": "Organization Type Trade: Type 4", "ORGANIZATION_TYPE_Trade: type 5": "Organization Type Trade: Type 5", "ORGANIZATION_TYPE_Trade: type 6": "Organization Type Trade: Type 6", "ORGANIZATION_TYPE_Trade: type 7": "Organization Type Trade: Type 7", "ORGANIZATION_TYPE_Transport: type 1": "Organization Type Transport: Type 1", "ORGANIZATION_TYPE_Transport: type 2": "Organization Type Transport: Type 2", "ORGANIZATION_TYPE_Transport: type 3": "Organization Type Transport: Type 3", "ORGANIZATION_TYPE_Transport: type 4": "Organization Type Transport: Type 4", "ORGANIZATION_TYPE_University": "Organization Type University", "ORGANIZATION_TYPE_XNA": "Organization Type Xna", "FONDKAPREMONT_MODE_not specified": "Fondkapremont Mode Not Specified", "FONDKAPREMONT_MODE_org spec account": "Fondkapremont Mode Org Spec Account", "FONDKAPREMONT_MODE_reg oper account": "Fondkapremont Mode Reg Oper Account", "FONDKAPREMONT_MODE_reg oper spec account": "Fondkapremont Mode Reg Oper Spec Account", "HOUSETYPE_MODE_block of flats": "Housetype Mode Block Of Flats", "HOUSETYPE_MODE_specific housing": "Housetype Mode Specific Housing", "HOUSETYPE_MODE_terraced house": "Housetype Mode Terraced House", "WALLSMATERIAL_MODE_Block": "Wallsmaterial Mode Block", "WALLSMATERIAL_MODE_Mixed": "Wallsmaterial Mode Mixed", "WALLSMATERIAL_MODE_Monolithic": "Wallsmaterial Mode Monolithic", "WALLSMATERIAL_MODE_Others": "Wallsmaterial Mode Others", "WALLSMATERIAL_MODE_Panel": "Wallsmaterial Mode Panel", "WALLSMATERIAL_MODE_Stone, brick": "Wallsmaterial Mode Stone, Brick", "WALLSMATERIAL_MODE_Wooden": "Wallsmaterial Mode Wooden", "EMERGENCYSTATE_MODE_No": "Emergencystate Mode No", "EMERGENCYSTATE_MODE_Yes": "Emergencystate Mode Yes" }