{ "schema_version": 2, "source_commit": "422261baf74bfd022c5cbbb80972dae67d678967", "source_status": "known git checkout baseline; code fingerprints describe the generating working tree", "command": "python task_cases.py --case all --data-dir examples/home-credit-2018/data/raw_data --output-dir current-cases", "data_config": { "source": "home-credit-2018", "rows": 356255, "seed": 20261001, "target_group_rows": 30000, "reference": "0train", "n_score_bins": 4, "scope_dimensions": [ "dataset_flag", "APPLY_DATE simulated month", "TARGET" ], "preparation": { "preparation_version": "home-credit-2018-v1", "input_files": [ { "role": "train", "name": "application_train.csv", "sha256": "52e96b895b1112e1c853f670e58372719c8441c5ed1c57ac2f7fad559d784f5f", "bytes": 166133370, "rows": 307511, "columns": 122 }, { "role": "test", "name": "application_test.csv", "sha256": "a36161331d839150a67b6216d4de066f543a3b01a34061507d40e76612e0dec8", "bytes": 26567651, "rows": 48744, "columns": 121 }, { "role": "description", "name": "HomeCredit_columns_description.csv", "sha256": "eef7665398228a80f7367c9258220c5fbe1038f3f54094244f354d54e2d4fb03", "bytes": 37383, "rows": 219, "columns": 5 } ], "description_encoding": "cp1252", "columns_description": { "encoding": "cp1252", "rows": 219, "columns": 5, "column_names": [ "", "Table", "Row", "Description", "Special" ], "tables": [ "POS_CASH_balance.csv", "application_{train|test}.csv", "bureau.csv", "bureau_balance.csv", "credit_card_balance.csv", "installments_payments.csv", "previous_application.csv" ], "application_rows": 122 }, "full_dataset": true, "seed": 20261001, "hash_config": { "algorithm": "SHA256", "encoding": "UTF-8", "id_format": "十进制整数，无前导零", "text_format": "{seed}:{SK_ID_CURR}", "integer_conversion": "全部 32 字节 big-endian", "offset_rule": "散列整数 modulo 区间天数（train 181/test 31）", "uses_binary_target_value": false }, "partition_config": { "target_group_rows": 30000, "algorithm": "从末日向前选完整自然日人数最接近目标的日期段，依次 3oot/2test/1val", "tie_break": "人数误差相同选择更早起始日；为剩余分区保留非空自然日" }, "merged_shape_before_roles": [ 356255, 122 ], "final_shape": [ 356255, 124 ], "rows": 356255, "partition_stats": [ { "dataset_flag": "0train", "total_count": 215374, "date_min": "2026-01-01", "date_max": "2026-05-07", "observed_count": 215374, "null_count": 0, "target_0_count": 197909, "target_1_count": 17465, "observed_bad_rate": 0.081091496652335, "label_coverage": 1.0, "label_status": "observed" }, { "dataset_flag": "1val", "total_count": 30720, "date_min": "2026-05-08", "date_max": "2026-05-25", "observed_count": 30720, "null_count": 0, "target_0_count": 28171, "target_1_count": 2549, "observed_bad_rate": 0.08297526041666667, "label_coverage": 1.0, "label_status": "observed" }, { "dataset_flag": "2test", "total_count": 30657, "date_min": "2026-05-26", "date_max": "2026-06-12", "observed_count": 30657, "null_count": 0, "target_0_count": 28326, "target_1_count": 2331, "observed_bad_rate": 0.07603483706820628, "label_coverage": 1.0, "label_status": "observed" }, { "dataset_flag": "3oot", "total_count": 30760, "date_min": "2026-06-13", "date_max": "2026-06-30", "observed_count": 30760, "null_count": 0, "target_0_count": 28280, "target_1_count": 2480, "observed_bad_rate": 0.08062418725617686, "label_coverage": 1.0, "label_status": "observed" }, { "dataset_flag": "4_oot_undue", "total_count": 48744, "date_min": "2026-07-01", "date_max": "2026-07-31", "observed_count": 0, "null_count": 48744, "target_0_count": 0, "target_1_count": 0, "observed_bad_rate": null, "label_coverage": 0.0, "label_status": "unobserved" } ], "fcols": [ "NAME_CONTRACT_TYPE", "CODE_GENDER", "FLAG_OWN_CAR", "FLAG_OWN_REALTY", "CNT_CHILDREN", "AMT_INCOME_TOTAL", "AMT_ANNUITY", "AMT_GOODS_PRICE", "NAME_TYPE_SUITE", "NAME_INCOME_TYPE", "NAME_EDUCATION_TYPE", "NAME_FAMILY_STATUS", "NAME_HOUSING_TYPE", "REGION_POPULATION_RELATIVE", "DAYS_BIRTH", "DAYS_EMPLOYED", "DAYS_REGISTRATION", "DAYS_ID_PUBLISH", "OWN_CAR_AGE", "FLAG_MOBIL", "FLAG_EMP_PHONE", "FLAG_WORK_PHONE", "FLAG_CONT_MOBILE", "FLAG_PHONE", "FLAG_EMAIL", "OCCUPATION_TYPE", "CNT_FAM_MEMBERS", "REGION_RATING_CLIENT", "REGION_RATING_CLIENT_W_CITY", "WEEKDAY_APPR_PROCESS_START", "HOUR_APPR_PROCESS_START", "REG_REGION_NOT_LIVE_REGION", "REG_REGION_NOT_WORK_REGION", "LIVE_REGION_NOT_WORK_REGION", "REG_CITY_NOT_LIVE_CITY", "REG_CITY_NOT_WORK_CITY", "LIVE_CITY_NOT_WORK_CITY", "ORGANIZATION_TYPE", "EXT_SOURCE_1", "EXT_SOURCE_2", "EXT_SOURCE_3", "APARTMENTS_AVG", "BASEMENTAREA_AVG", "YEARS_BEGINEXPLUATATION_AVG", "YEARS_BUILD_AVG", "COMMONAREA_AVG", "ELEVATORS_AVG", "ENTRANCES_AVG", "FLOORSMAX_AVG", "FLOORSMIN_AVG", "LANDAREA_AVG", "LIVINGAPARTMENTS_AVG", "LIVINGAREA_AVG", "NONLIVINGAPARTMENTS_AVG", "NONLIVINGAREA_AVG", "APARTMENTS_MODE", "BASEMENTAREA_MODE", "YEARS_BEGINEXPLUATATION_MODE", "YEARS_BUILD_MODE", "COMMONAREA_MODE", "ELEVATORS_MODE", "ENTRANCES_MODE", "FLOORSMAX_MODE", "FLOORSMIN_MODE", "LANDAREA_MODE", "LIVINGAPARTMENTS_MODE", "LIVINGAREA_MODE", "NONLIVINGAPARTMENTS_MODE", "NONLIVINGAREA_MODE", "APARTMENTS_MEDI", "BASEMENTAREA_MEDI", "YEARS_BEGINEXPLUATATION_MEDI", "YEARS_BUILD_MEDI", "COMMONAREA_MEDI", "ELEVATORS_MEDI", "ENTRANCES_MEDI", "FLOORSMAX_MEDI", "FLOORSMIN_MEDI", "LANDAREA_MEDI", "LIVINGAPARTMENTS_MEDI", "LIVINGAREA_MEDI", "NONLIVINGAPARTMENTS_MEDI", "NONLIVINGAREA_MEDI", "FONDKAPREMONT_MODE", "HOUSETYPE_MODE", "TOTALAREA_MODE", "WALLSMATERIAL_MODE", "EMERGENCYSTATE_MODE", "OBS_30_CNT_SOCIAL_CIRCLE", "DEF_30_CNT_SOCIAL_CIRCLE", "OBS_60_CNT_SOCIAL_CIRCLE", "DEF_60_CNT_SOCIAL_CIRCLE", "DAYS_LAST_PHONE_CHANGE", "FLAG_DOCUMENT_2", "FLAG_DOCUMENT_3", "FLAG_DOCUMENT_4", "FLAG_DOCUMENT_5", "FLAG_DOCUMENT_6", "FLAG_DOCUMENT_7", "FLAG_DOCUMENT_8", "FLAG_DOCUMENT_9", "FLAG_DOCUMENT_10", "FLAG_DOCUMENT_11", "FLAG_DOCUMENT_12", "FLAG_DOCUMENT_13", "FLAG_DOCUMENT_14", "FLAG_DOCUMENT_15", "FLAG_DOCUMENT_16", "FLAG_DOCUMENT_17", "FLAG_DOCUMENT_18", "FLAG_DOCUMENT_19", "FLAG_DOCUMENT_20", "FLAG_DOCUMENT_21", "AMT_REQ_CREDIT_BUREAU_HOUR", "AMT_REQ_CREDIT_BUREAU_DAY", "AMT_REQ_CREDIT_BUREAU_WEEK", "AMT_REQ_CREDIT_BUREAU_MON", "AMT_REQ_CREDIT_BUREAU_QRT", "AMT_REQ_CREDIT_BUREAU_YEAR" ], "candidate_feature_count": 119, "display_features": [ "EXT_SOURCE_2", "EXT_SOURCE_3", "EXT_SOURCE_1", "AMT_INCOME_TOTAL", "DAYS_BIRTH", "DAYS_EMPLOYED", "AMT_ANNUITY", "AMT_GOODS_PRICE", "NAME_INCOME_TYPE", "NAME_EDUCATION_TYPE", "NAME_CONTRACT_TYPE", "CODE_GENDER", "FLAG_OWN_CAR", "FLAG_OWN_REALTY", "CNT_CHILDREN", "OCCUPATION_TYPE", "REGION_POPULATION_RELATIVE", "DAYS_REGISTRATION", "DAYS_ID_PUBLISH", "CNT_FAM_MEMBERS" ], "metadata": { "missing_definitions": [], "conflicting_definitions": [], "duplicate_application_rows_merged": 0, "application_fields_documented": 122, "field_definitions": { "SK_ID_CURR": { "definition_status": "documented", "official_definitions": [ "ID of loan in our sample" ], "official_special": [] }, "TARGET": { "definition_status": "documented", "official_definitions": [ "Target variable (1 - client with payment difficulties: he/she had late payment more than X days on at least one of the first Y installments of the loan in our sample, 0 - all other cases)" ], "official_special": [] }, "NAME_CONTRACT_TYPE": { "definition_status": "documented", "official_definitions": [ "Identification if loan is cash or revolving" ], "official_special": [] }, "CODE_GENDER": { "definition_status": "documented", "official_definitions": [ "Gender of the client" ], "official_special": [] }, "FLAG_OWN_CAR": { "definition_status": "documented", "official_definitions": [ "Flag if the client owns a car" ], "official_special": [] }, "FLAG_OWN_REALTY": { "definition_status": "documented", "official_definitions": [ "Flag if client owns a house or flat" ], "official_special": [] }, "CNT_CHILDREN": { "definition_status": "documented", "official_definitions": [ "Number of children the client has" ], "official_special": [] }, "AMT_INCOME_TOTAL": { "definition_status": "documented", "official_definitions": [ "Income of the client" ], "official_special": [] }, "AMT_CREDIT": { "definition_status": "documented", "official_definitions": [ "Credit amount of the loan" ], "official_special": [] }, "AMT_ANNUITY": { "definition_status": "documented", "official_definitions": [ "Loan annuity" ], "official_special": [] }, "AMT_GOODS_PRICE": { "definition_status": "documented", "official_definitions": [ "For consumer loans it is the price of the goods for which the loan is given" ], "official_special": [] }, "NAME_TYPE_SUITE": { "definition_status": "documented", "official_definitions": [ "Who was accompanying client when he was applying for the loan" ], "official_special": [] }, "NAME_INCOME_TYPE": { "definition_status": "documented", "official_definitions": [ "Clients income type (businessman, working, maternity leave,…)" ], "official_special": [] }, "NAME_EDUCATION_TYPE": { "definition_status": "documented", "official_definitions": [ "Level of highest education the client achieved" ], "official_special": [] }, "NAME_FAMILY_STATUS": { "definition_status": "documented", "official_definitions": [ "Family status of the client" ], "official_special": [] }, "NAME_HOUSING_TYPE": { "definition_status": "documented", "official_definitions": [ "What is the housing situation of the client (renting, living with parents, ...)" ], "official_special": [] }, "REGION_POPULATION_RELATIVE": { "definition_status": "documented", "official_definitions": [ "Normalized population of region where client lives (higher number means the client lives in more populated region)" ], "official_special": [ "normalized" ] }, "DAYS_BIRTH": { "definition_status": "documented", "official_definitions": [ "Client's age in days at the time of application" ], "official_special": [ "time only relative to the application" ] }, "DAYS_EMPLOYED": { "definition_status": "documented", "official_definitions": [ "How many days before the application the person started current employment" ], "official_special": [ "time only relative to the application" ] }, "DAYS_REGISTRATION": { "definition_status": "documented", "official_definitions": [ "How many days before the application did client change his registration" ], "official_special": [ "time only relative to the application" ] }, "DAYS_ID_PUBLISH": { "definition_status": "documented", "official_definitions": [ "How many days before the application did client change the identity document with which he applied for the loan" ], "official_special": [ "time only relative to the application" ] }, "OWN_CAR_AGE": { "definition_status": "documented", "official_definitions": [ "Age of client's car" ], "official_special": [] }, "FLAG_MOBIL": { "definition_status": "documented", "official_definitions": [ "Did client provide mobile phone (1=YES, 0=NO)" ], "official_special": [] }, "FLAG_EMP_PHONE": { "definition_status": "documented", "official_definitions": [ "Did client provide work phone (1=YES, 0=NO)" ], "official_special": [] }, "FLAG_WORK_PHONE": { "definition_status": "documented", "official_definitions": [ "Did client provide home phone (1=YES, 0=NO)" ], "official_special": [] }, "FLAG_CONT_MOBILE": { "definition_status": "documented", "official_definitions": [ "Was mobile phone reachable (1=YES, 0=NO)" ], "official_special": [] }, "FLAG_PHONE": { "definition_status": "documented", "official_definitions": [ "Did client provide home phone (1=YES, 0=NO)" ], "official_special": [] }, "FLAG_EMAIL": { "definition_status": "documented", "official_definitions": [ "Did client provide email (1=YES, 0=NO)" ], "official_special": [] }, "OCCUPATION_TYPE": { "definition_status": "documented", "official_definitions": [ "What kind of occupation does the client have" ], "official_special": [] }, "CNT_FAM_MEMBERS": { "definition_status": "documented", "official_definitions": [ "How many family members does client have" ], "official_special": [] }, "REGION_RATING_CLIENT": { "definition_status": "documented", "official_definitions": [ "Our rating of the region where client lives (1,2,3)" ], "official_special": [] }, "REGION_RATING_CLIENT_W_CITY": { "definition_status": "documented", "official_definitions": [ "Our rating of the region where client lives with taking city into account (1,2,3)" ], "official_special": [] }, "WEEKDAY_APPR_PROCESS_START": { "definition_status": "documented", "official_definitions": [ "On which day of the week did the client apply for the loan" ], "official_special": [] }, "HOUR_APPR_PROCESS_START": { "definition_status": "documented", "official_definitions": [ "Approximately at what hour did the client apply for the loan" ], "official_special": [ "rounded" ] }, "REG_REGION_NOT_LIVE_REGION": { "definition_status": "documented", "official_definitions": [ "Flag if client's permanent address does not match contact address (1=different, 0=same, at region level)" ], "official_special": [] }, "REG_REGION_NOT_WORK_REGION": { "definition_status": "documented", "official_definitions": [ "Flag if client's permanent address does not match work address (1=different, 0=same, at region level)" ], "official_special": [] }, "LIVE_REGION_NOT_WORK_REGION": { "definition_status": "documented", "official_definitions": [ "Flag if client's contact address does not match work address (1=different, 0=same, at region level)" ], "official_special": [] }, "REG_CITY_NOT_LIVE_CITY": { "definition_status": "documented", "official_definitions": [ "Flag if client's permanent address does not match contact address (1=different, 0=same, at city level)" ], "official_special": [] }, "REG_CITY_NOT_WORK_CITY": { "definition_status": "documented", "official_definitions": [ "Flag if client's permanent address does not match work address (1=different, 0=same, at city level)" ], "official_special": [] }, "LIVE_CITY_NOT_WORK_CITY": { "definition_status": "documented", "official_definitions": [ "Flag if client's contact address does not match work address (1=different, 0=same, at city level)" ], "official_special": [] }, "ORGANIZATION_TYPE": { "definition_status": "documented", "official_definitions": [ "Type of organization where client works" ], "official_special": [] }, "EXT_SOURCE_1": { "definition_status": "documented", "official_definitions": [ "Normalized score from external data source" ], "official_special": [ "normalized" ] }, "EXT_SOURCE_2": { "definition_status": "documented", "official_definitions": [ "Normalized score from external data source" ], "official_special": [ "normalized" ] }, "EXT_SOURCE_3": { "definition_status": "documented", "official_definitions": [ "Normalized score from external data source" ], "official_special": [ "normalized" ] }, "APARTMENTS_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "BASEMENTAREA_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "YEARS_BEGINEXPLUATATION_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "YEARS_BUILD_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "COMMONAREA_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "ELEVATORS_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "ENTRANCES_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "FLOORSMAX_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "FLOORSMIN_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "LANDAREA_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "LIVINGAPARTMENTS_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "LIVINGAREA_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "NONLIVINGAPARTMENTS_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "NONLIVINGAREA_AVG": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "APARTMENTS_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "BASEMENTAREA_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "YEARS_BEGINEXPLUATATION_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "YEARS_BUILD_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "COMMONAREA_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "ELEVATORS_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "ENTRANCES_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "FLOORSMAX_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "FLOORSMIN_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "LANDAREA_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "LIVINGAPARTMENTS_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median (_MEDI suffix) apartment size, common area, living area, age of building, number of elevators, number of entrances, state of the building, number of floor" ], "official_special": [ "normalized" ] }, "LIVINGAREA_MODE": { "definition_status": "documented", "official_definitions": [ "Normalized information about building where the client lives, What is average (_AVG suffix), modus (_MODE suffix), median 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