Unnamed: 0 int64 0 246k | TARGET int64 0 1 | NAME_CONTRACT_TYPE stringclasses 2
values | CODE_GENDER stringclasses 3
values | FLAG_OWN_CAR stringclasses 2
values | FLAG_OWN_REALTY stringclasses 2
values | CNT_CHILDREN int64 0 19 | AMT_INCOME_TOTAL float64 25.7k 13.5M | AMT_CREDIT float64 45k 4.05M | AMT_ANNUITY float64 1.62k 258k ⌀ | AMT_GOODS_PRICE float64 40.5k 4.05M ⌀ | NAME_TYPE_SUITE stringclasses 7
values | NAME_INCOME_TYPE stringclasses 8
values | NAME_EDUCATION_TYPE stringclasses 5
values | NAME_FAMILY_STATUS stringclasses 6
values | NAME_HOUSING_TYPE stringclasses 6
values | REGION_POPULATION_RELATIVE float64 0 0.07 | DAYS_BIRTH int64 -25,229 -7,489 | DAYS_EMPLOYED int64 -17,912 365k | DAYS_REGISTRATION float64 -23,416 0 | DAYS_ID_PUBLISH int64 -7,197 0 | OWN_CAR_AGE float64 0 91 ⌀ | FLAG_MOBIL int64 0 1 | FLAG_EMP_PHONE int64 0 1 | FLAG_WORK_PHONE int64 0 1 | FLAG_CONT_MOBILE int64 0 1 | FLAG_PHONE int64 0 1 | FLAG_EMAIL int64 0 1 | OCCUPATION_TYPE stringclasses 18
values | CNT_FAM_MEMBERS float64 1 20 ⌀ | REGION_RATING_CLIENT int64 1 3 | REGION_RATING_CLIENT_W_CITY int64 1 3 | WEEKDAY_APPR_PROCESS_START stringclasses 7
values | HOUR_APPR_PROCESS_START int64 0 23 | REG_REGION_NOT_LIVE_REGION int64 0 1 | REG_REGION_NOT_WORK_REGION int64 0 1 | LIVE_REGION_NOT_WORK_REGION int64 0 1 | REG_CITY_NOT_LIVE_CITY int64 0 1 | REG_CITY_NOT_WORK_CITY int64 0 1 | LIVE_CITY_NOT_WORK_CITY int64 0 1 | ORGANIZATION_TYPE stringclasses 58
values | EXT_SOURCE_1 float64 0.01 0.95 ⌀ | EXT_SOURCE_2 float64 0 0.86 ⌀ | EXT_SOURCE_3 float64 0 0.9 ⌀ | APARTMENTS_AVG float64 0 1 ⌀ | BASEMENTAREA_AVG float64 0 1 ⌀ | YEARS_BEGINEXPLUATATION_AVG float64 0 1 ⌀ | YEARS_BUILD_AVG float64 0 1 ⌀ | COMMONAREA_AVG float64 0 1 ⌀ | ELEVATORS_AVG float64 0 1 ⌀ | ENTRANCES_AVG float64 0 1 ⌀ | FLOORSMAX_AVG float64 0 1 ⌀ | FLOORSMIN_AVG float64 0 1 ⌀ | LANDAREA_AVG float64 0 1 ⌀ | LIVINGAPARTMENTS_AVG float64 0 1 ⌀ | LIVINGAREA_AVG float64 0 1 ⌀ | NONLIVINGAPARTMENTS_AVG float64 0 1 ⌀ | NONLIVINGAREA_AVG float64 0 1 ⌀ | APARTMENTS_MODE float64 0 1 ⌀ | BASEMENTAREA_MODE float64 0 1 ⌀ | YEARS_BEGINEXPLUATATION_MODE float64 0 1 ⌀ | YEARS_BUILD_MODE float64 0 1 ⌀ | COMMONAREA_MODE float64 0 1 ⌀ | ELEVATORS_MODE float64 0 1 ⌀ | ENTRANCES_MODE float64 0 1 ⌀ | FLOORSMAX_MODE float64 0 1 ⌀ | FLOORSMIN_MODE float64 0 1 ⌀ | LANDAREA_MODE float64 0 1 ⌀ | LIVINGAPARTMENTS_MODE float64 0 1 ⌀ | LIVINGAREA_MODE float64 0 1 ⌀ | NONLIVINGAPARTMENTS_MODE float64 0 1 ⌀ | NONLIVINGAREA_MODE float64 0 1 ⌀ | APARTMENTS_MEDI float64 0 1 ⌀ | BASEMENTAREA_MEDI float64 0 1 ⌀ | YEARS_BEGINEXPLUATATION_MEDI float64 0 1 ⌀ | YEARS_BUILD_MEDI float64 0 1 ⌀ | COMMONAREA_MEDI float64 0 1 ⌀ | ELEVATORS_MEDI float64 0 1 ⌀ | ENTRANCES_MEDI float64 0 1 ⌀ | FLOORSMAX_MEDI float64 0 1 ⌀ | FLOORSMIN_MEDI float64 0 1 ⌀ | LANDAREA_MEDI float64 0 1 ⌀ | LIVINGAPARTMENTS_MEDI float64 0 1 ⌀ | LIVINGAREA_MEDI float64 0 1 ⌀ | NONLIVINGAPARTMENTS_MEDI float64 0 1 ⌀ | NONLIVINGAREA_MEDI float64 0 1 ⌀ | FONDKAPREMONT_MODE stringclasses 4
values | HOUSETYPE_MODE stringclasses 3
values | TOTALAREA_MODE float64 0 1 ⌀ | WALLSMATERIAL_MODE stringclasses 7
values | EMERGENCYSTATE_MODE stringclasses 2
values | OBS_30_CNT_SOCIAL_CIRCLE float64 0 348 ⌀ | DEF_30_CNT_SOCIAL_CIRCLE float64 0 34 ⌀ | OBS_60_CNT_SOCIAL_CIRCLE float64 0 344 ⌀ | DEF_60_CNT_SOCIAL_CIRCLE float64 0 24 ⌀ | DAYS_LAST_PHONE_CHANGE float64 -4,292 0 ⌀ | FLAG_DOCUMENT_2 int64 0 1 | FLAG_DOCUMENT_3 int64 0 1 | FLAG_DOCUMENT_4 int64 0 1 | FLAG_DOCUMENT_5 int64 0 1 | FLAG_DOCUMENT_6 int64 0 1 | FLAG_DOCUMENT_7 int64 0 1 | FLAG_DOCUMENT_8 int64 0 1 | FLAG_DOCUMENT_9 int64 0 1 | FLAG_DOCUMENT_10 int64 0 1 | FLAG_DOCUMENT_11 int64 0 1 | FLAG_DOCUMENT_12 int64 0 1 | FLAG_DOCUMENT_13 int64 0 1 | FLAG_DOCUMENT_14 int64 0 1 | FLAG_DOCUMENT_15 int64 0 1 | FLAG_DOCUMENT_16 int64 0 1 | FLAG_DOCUMENT_17 int64 0 1 | FLAG_DOCUMENT_18 int64 0 1 | FLAG_DOCUMENT_19 int64 0 1 | FLAG_DOCUMENT_20 int64 0 1 | FLAG_DOCUMENT_21 int64 0 1 | AMT_REQ_CREDIT_BUREAU_HOUR float64 0 3 ⌀ | AMT_REQ_CREDIT_BUREAU_DAY float64 0 9 ⌀ | AMT_REQ_CREDIT_BUREAU_WEEK float64 0 8 ⌀ | AMT_REQ_CREDIT_BUREAU_MON float64 0 27 ⌀ | AMT_REQ_CREDIT_BUREAU_QRT float64 0 261 ⌀ | AMT_REQ_CREDIT_BUREAU_YEAR float64 0 25 ⌀ | SK_ID_CURR int64 0 308k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
246,000 | 0 | Cash loans | F | N | Y | 0 | 261,000 | 1,303,812 | 35,982 | 1,138,500 | Unaccompanied | Working | Higher education | Married | House / apartment | 0.031329 | -20,390 | -5,326 | -157 | -3,906 | null | 1 | 1 | 0 | 1 | 0 | 1 | null | 2 | 2 | 2 | FRIDAY | 10 | 0 | 0 | 0 | 0 | 0 | 0 | Business Entity Type 3 | 0.896042 | 0.789389 | 0.337673 | 0.1299 | null | 0.9876 | null | null | 0.08 | 0.0345 | 0.625 | null | null | null | 0.1133 | null | 0.0032 | 0.1324 | null | 0.9876 | null | null | 0.0806 | 0.0345 | 0.625 | null | null | null | 0.1179 | null | 0 | 0.1312 | null | 0.9876 | null | null | 0.08 | 0.0345 | 0.625 | null | null | null | 0.1153 | null | 0.0032 | null | block of flats | 0.089 | Panel | No | 0 | 0 | 0 | 0 | -1,459 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 5 | 242,109 |
246,001 | 0 | Cash loans | F | N | Y | 3 | 81,000 | 269,550 | 11,871 | 225,000 | Unaccompanied | Commercial associate | Secondary / secondary special | Married | House / apartment | 0.009175 | -12,961 | -1,046 | -1,398 | -3,780 | null | 1 | 1 | 1 | 1 | 0 | 0 | Low-skill Laborers | 5 | 2 | 2 | WEDNESDAY | 14 | 0 | 0 | 0 | 0 | 0 | 0 | Industry: type 1 | null | 0.575481 | null | 0.0392 | 0.0827 | 0.9846 | null | null | 0 | 0.0345 | 0.0417 | null | 0.0144 | null | 0.0189 | null | 0 | 0.0399 | 0.0858 | 0.9846 | null | null | 0 | 0.0345 | 0.0417 | null | 0.0147 | null | 0.0197 | null | 0 | 0.0396 | 0.0827 | 0.9846 | null | null | 0 | 0.0345 | 0.0417 | null | 0.0146 | null | 0.0192 | null | 0 | null | block of flats | 0.0149 | Stone, brick | No | 2 | 1 | 2 | 1 | -448 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | 178,280 |
246,002 | 0 | Cash loans | F | N | Y | 0 | 153,000 | 331,920 | 16,096.5 | 225,000 | Unaccompanied | Working | Secondary / secondary special | Separated | House / apartment | 0.022625 | -16,705 | -7,258 | -9,798 | -259 | null | 1 | 1 | 0 | 1 | 0 | 0 | Sales staff | 1 | 2 | 2 | WEDNESDAY | 11 | 0 | 0 | 0 | 0 | 0 | 0 | Self-employed | null | 0.530725 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | 73,546 |
246,003 | 0 | Cash loans | F | N | Y | 0 | 112,500 | 225,000 | 22,050 | 225,000 | Unaccompanied | Pensioner | Secondary / secondary special | Single / not married | House / apartment | 0.0228 | -24,384 | 365,243 | -7,369 | -2,357 | null | 1 | 0 | 0 | 1 | 1 | 0 | null | 1 | 2 | 2 | MONDAY | 15 | 0 | 0 | 0 | 0 | 0 | 0 | XNA | null | 0.346391 | 0.742182 | 0.2206 | 0.1638 | 0.9861 | 0.8096 | 0.1432 | 0.24 | 0.2069 | 0.3333 | 0.375 | 0.0859 | 0.1765 | 0.2302 | 0.0154 | 0.0083 | 0.2248 | 0.17 | 0.9861 | 0.8171 | 0.1445 | 0.2417 | 0.2069 | 0.3333 | 0.375 | 0.0879 | 0.1928 | 0.2398 | 0.0156 | 0.0088 | 0.2228 | 0.1638 | 0.9861 | 0.8121 | 0.1441 | 0.24 | 0.2069 | 0.3333 | 0.375 | 0.0874 | 0.1796 | 0.2343 | 0.0155 | 0.0085 | reg oper account | block of flats | 0.2611 | Panel | No | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 80,188 |
246,004 | 0 | Cash loans | M | N | N | 0 | 157,500 | 254,700 | 27,558 | 225,000 | Unaccompanied | Working | Secondary / secondary special | Separated | With parents | 0.032561 | -9,327 | -236 | -8,456 | -1,982 | null | 1 | 1 | 0 | 1 | 0 | 0 | Sales staff | 1 | 1 | 1 | THURSDAY | 15 | 0 | 0 | 0 | 0 | 0 | 0 | Services | 0.14557 | 0.681632 | null | 0.2021 | 0.0887 | 0.9876 | 0.83 | 0.0202 | 0.22 | 0.1034 | 0.6042 | 0.2708 | 0.0594 | 0.1484 | 0.1965 | 0.0753 | 0.1095 | 0.1008 | 0.0172 | 0.9782 | 0.7125 | 0.0172 | 0.0806 | 0.0345 | 0.4583 | 0.0417 | 0.0094 | 0.0882 | 0.0853 | 0 | 0.0125 | 0.204 | 0.0887 | 0.9876 | 0.8323 | 0.0203 | 0.22 | 0.1034 | 0.6042 | 0.2708 | 0.0605 | 0.1509 | 0.2001 | 0.0757 | 0.1118 | reg oper account | block of flats | 0.2898 | Stone, brick | No | 0 | 0 | 0 | 0 | -273 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | 90,253 |
246,005 | 0 | Cash loans | F | N | Y | 0 | 72,000 | 269,550 | 12,001.5 | 225,000 | Unaccompanied | Pensioner | Secondary / secondary special | Widow | House / apartment | 0.025164 | -20,775 | 365,243 | -4,388 | -4,090 | null | 1 | 0 | 0 | 1 | 1 | 0 | null | 1 | 2 | 2 | MONDAY | 8 | 0 | 0 | 0 | 0 | 0 | 0 | XNA | null | 0.115992 | null | 0.0247 | 0.0435 | 0.9727 | 0.626 | 0.0022 | 0 | 0.1034 | 0.0833 | 0.125 | 0.0579 | 0.0202 | 0.0257 | 0 | 0 | 0.0252 | 0.0451 | 0.9727 | 0.6406 | 0.0022 | 0 | 0.1034 | 0.0833 | 0.125 | 0.0592 | 0.022 | 0.0267 | 0 | 0 | 0.025 | 0.0435 | 0.9727 | 0.631 | 0.0022 | 0 | 0.1034 | 0.0833 | 0.125 | 0.0589 | 0.0205 | 0.0261 | 0 | 0 | reg oper account | block of flats | 0.0214 | Stone, brick | No | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | null | null | null | null | null | null | 9,027 |
246,006 | 0 | Cash loans | F | N | Y | 0 | 153,000 | 677,664 | 29,979 | 585,000 | Unaccompanied | Working | Higher education | Separated | House / apartment | 0.005002 | -14,966 | -7,921 | -6,737 | -5,150 | null | 1 | 1 | 0 | 1 | 0 | 1 | Managers | 1 | 3 | 3 | THURSDAY | 9 | 0 | 0 | 0 | 0 | 1 | 1 | School | 0.744026 | 0.535722 | 0.218859 | 0.1031 | 0.0862 | 0.9816 | 0.7484 | 0.0123 | 0 | 0.2069 | 0.1667 | 0.2083 | null | 0.0841 | 0.9279 | 0 | 0 | 0.105 | 0.0894 | 0.9816 | 0.7583 | 0.0124 | 0 | 0.2069 | 0.1667 | 0.2083 | null | 0.0918 | 0.9667 | 0 | 0 | 0.1041 | 0.0862 | 0.9816 | 0.7518 | 0.0124 | 0 | 0.2069 | 0.1667 | 0.2083 | null | 0.0855 | 0.9445 | 0 | 0 | reg oper account | block of flats | 0.797 | Panel | No | 6 | 0 | 6 | 0 | -1,909 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 163,598 |
246,007 | 1 | Cash loans | F | N | Y | 0 | 171,000 | 370,107 | 20,205 | 319,500 | Unaccompanied | Commercial associate | Secondary / secondary special | Married | House / apartment | 0.005313 | -11,961 | -4,786 | -2,562 | -931 | null | 1 | 1 | 0 | 1 | 0 | 0 | Laborers | 2 | 2 | 2 | WEDNESDAY | 9 | 0 | 0 | 0 | 1 | 1 | 0 | Business Entity Type 1 | null | 0.514163 | 0.661024 | 0.0124 | null | 0.9771 | null | null | null | 0.069 | 0.0417 | null | null | null | 0.0061 | null | null | 0.0126 | null | 0.9772 | null | null | null | 0.069 | 0.0417 | null | null | null | 0.0063 | null | null | 0.0125 | null | 0.9771 | null | null | null | 0.069 | 0.0417 | null | null | null | 0.0062 | null | null | null | block of flats | 0.0086 | Stone, brick | No | 0 | 0 | 0 | 0 | -322 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 300,375 |
246,008 | 0 | Cash loans | F | N | N | 0 | 157,500 | 675,000 | 49,117.5 | 675,000 | Unaccompanied | Commercial associate | Higher education | Married | House / apartment | 0.04622 | -16,856 | -1,262 | -5,128 | -410 | null | 1 | 1 | 1 | 1 | 1 | 0 | Laborers | 2 | 1 | 1 | THURSDAY | 20 | 0 | 0 | 0 | 0 | 1 | 1 | Business Entity Type 3 | 0.73446 | 0.708569 | 0.113922 | 0.0742 | 0.0526 | 0.9881 | null | 0.0176 | 0.08 | 0.069 | 0.375 | null | null | null | 0.0791 | null | 0 | 0.0756 | 0.0546 | 0.9881 | null | 0.0178 | 0.0806 | 0.069 | 0.375 | null | null | null | 0.0824 | null | 0 | 0.0749 | 0.0526 | 0.9881 | null | 0.0177 | 0.08 | 0.069 | 0.375 | null | null | null | 0.0805 | null | 0 | null | block of flats | 0.0718 | Panel | No | 0 | 0 | 0 | 0 | -787 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 258,328 |
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