Datasets:

jlh
/

home-credit

Modalities:

Tabular

Text

Formats:

Size:

Libraries:

Dataset card Viewer Files Files and versions Community

Dataset Viewer

Auto-converted to Parquet

Full Screen Viewer

Full Screen

Split (1)

train · 308k rows

SK_ID_CURR int64 100k 456k	TARGET class label 2 classes	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 117M	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 -24,672 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_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 stringlengths 3 22	EXT_SOURCE_1 float64 0.01 0.96 ⌀	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_3 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_14 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	AMT_REQ_CREDIT_BUREAU_HOUR float64 0 4 ⌀	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 ⌀
100,002	11	Cash loans	M	N	Y	0	202,500	406,597.5	24,700.5	351,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018801	-9,461	-637	-3,648	-2,120	null	1	1	0	1	1	0	Laborers	1	2	2	WEDNESDAY	10	0	0	0	0	0	Business Entity Type 3	0.083037	0.262949	0.139376	0.0247	0.0369	0.9722	0.6192	0.0143	0	0.069	0.0833	0.125	0.0369	0.0202	0.019	0	0	0.0252	0.0383	0.9722	0.6341	0.0144	0	0.069	0.0833	0.125	0.0377	0.022	0.0198	0	0	0.025	0.0369	0.9722	0.6243	0.0144	0	0.069	0.0833	0.125	0.0375	0.0205	0.0193	0	0	reg oper account	block of flats	0.0149	Stone, brick	No	2	2	2	2	-1,134	1	0	0	0	0	0	0	0	0	0	0	1
100,003	00	Cash loans	F	N	N	0	270,000	1,293,502.5	35,698.5	1,129,500	Family	State servant	Higher education	Married	House / apartment	0.003541	-16,765	-1,188	-1,186	-291	null	1	1	0	1	1	0	Core staff	2	1	1	MONDAY	11	0	0	0	0	0	School	0.311267	0.622246	null	0.0959	0.0529	0.9851	0.796	0.0605	0.08	0.0345	0.2917	0.3333	0.013	0.0773	0.0549	0.0039	0.0098	0.0924	0.0538	0.9851	0.804	0.0497	0.0806	0.0345	0.2917	0.3333	0.0128	0.079	0.0554	0	0	0.0968	0.0529	0.9851	0.7987	0.0608	0.08	0.0345	0.2917	0.3333	0.0132	0.0787	0.0558	0.0039	0.01	reg oper account	block of flats	0.0714	Block	No	1	0	1	0	-828	1	0	0	0	0	0	0	0	0	0	0	0
100,004	00	Revolving loans	M	Y	Y	0	67,500	135,000	6,750	135,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010032	-19,046	-225	-4,260	-2,531	26	1	1	1	1	1	0	Laborers	1	2	2	MONDAY	9	0	0	0	0	0	Government	null	0.555912	0.729567	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	-815	0	0	0	0	0	0	0	0	0	0	0	0
100,006	00	Cash loans	F	N	Y	0	135,000	312,682.5	29,686.5	297,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.008019	-19,005	-3,039	-9,833	-2,437	null	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	17	0	0	0	0	0	Business Entity Type 3	null	0.650442	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	2	0	2	0	-617	1	0	0	0	0	0	null	null	null	null	null	null
100,007	00	Cash loans	M	N	Y	0	121,500	513,000	21,865.5	513,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.028663	-19,932	-3,038	-4,311	-3,458	null	1	1	0	1	0	0	Core staff	1	2	2	THURSDAY	11	0	0	0	1	1	Religion	null	0.322738	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	-1,106	0	0	1	0	0	0	0	0	0	0	0	0
100,008	00	Cash loans	M	N	Y	0	99,000	490,495.5	27,517.5	454,500	Spouse, partner	State servant	Secondary / secondary special	Married	House / apartment	0.035792	-16,941	-1,588	-4,970	-477	null	1	1	1	1	1	0	Laborers	2	2	2	WEDNESDAY	16	0	0	0	0	0	Other	null	0.354225	0.621226	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	-2,536	1	0	0	0	0	0	0	0	0	0	1	1
100,009	00	Cash loans	F	Y	Y	1	171,000	1,560,726	41,301	1,395,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-13,778	-3,130	-1,213	-619	17	1	1	0	1	1	0	Accountants	3	2	2	SUNDAY	16	0	0	0	0	0	Business Entity Type 3	0.774761	0.724	0.49206	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	1	0	1	0	-1,562	0	0	1	1	0	0	0	0	0	1	1	2
100,010	00	Cash loans	M	Y	Y	0	360,000	1,530,000	42,075	1,530,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.003122	-18,850	-449	-4,597	-2,379	8	1	1	1	1	0	0	Managers	2	3	3	MONDAY	16	0	0	0	1	1	Other	null	0.714279	0.540654	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	2	0	2	0	-1,070	1	0	0	0	0	0	0	0	0	0	0	0
100,011	00	Cash loans	F	N	Y	0	112,500	1,019,610	33,826.5	913,500	Children	Pensioner	Secondary / secondary special	Married	House / apartment	0.018634	-20,099	365,243	-7,427	-3,514	null	1	0	0	1	0	0	null	2	2	2	WEDNESDAY	14	0	0	0	0	0	XNA	0.587334	0.205747	0.751724	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	1	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1
100,012	00	Revolving loans	M	N	Y	0	135,000	405,000	20,250	405,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.019689	-14,469	-2,019	-14,437	-3,992	null	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	8	0	0	0	0	0	Electricity	null	0.746644	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	2	0	2	0	-1,673	0	0	0	0	0	0	null	null	null	null	null	null
100,014	00	Cash loans	F	N	Y	1	112,500	652,500	21,177	652,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.0228	-10,197	-679	-4,427	-738	null	1	1	0	1	0	0	Core staff	3	2	2	SATURDAY	15	0	0	0	0	0	Medicine	0.31976	0.651862	0.363945	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	-844	1	0	0	0	0	0	0	0	0	1	0	0
100,015	00	Cash loans	F	N	Y	0	38,419.155	148,365	10,678.5	135,000	Children	Pensioner	Secondary / secondary special	Married	House / apartment	0.015221	-20,417	365,243	-5,246	-2,512	null	1	0	0	1	1	0	null	2	2	2	FRIDAY	7	0	0	0	0	0	XNA	0.722044	0.555183	0.652897	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	-2,396	0	1	0	0	0	0	0	0	0	0	0	2
100,016	00	Cash loans	F	N	Y	0	67,500	80,865	5,881.5	67,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-13,439	-2,717	-311	-3,227	null	1	1	1	1	1	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	0	Business Entity Type 2	0.464831	0.715042	0.176653	0.0825	null	0.9811	null	null	0	0.2069	0.1667	null	0.0135	null	0.0778	null	0	0.084	null	0.9811	null	null	0	0.2069	0.1667	null	0.0138	null	0.081	null	0	0.0833	null	0.9811	null	null	0	0.2069	0.1667	null	0.0137	null	0.0792	null	0	reg oper account	block of flats	0.0612	null	No	0	0	0	0	-2,370	1	0	0	0	0	0	0	0	0	1	0	0
100,017	00	Cash loans	M	Y	N	1	225,000	918,468	28,966.5	697,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-14,086	-3,028	-643	-4,911	23	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	13	0	0	0	0	0	Self-employed	null	0.566907	0.770087	0.1474	0.0973	0.9806	0.7348	0.0582	0.16	0.1379	0.3333	0.375	0.0931	0.1202	0.1397	0	0	0.1502	0.101	0.9806	0.7452	0.0587	0.1611	0.1379	0.3333	0.375	0.0952	0.1313	0.1456	0	0	0.1489	0.0973	0.9806	0.7383	0.0585	0.16	0.1379	0.3333	0.375	0.0947	0.1223	0.1422	0	0	reg oper account	block of flats	0.1417	Panel	No	0	0	0	0	-4	1	0	0	0	0	0	0	0	0	0	0	1
100,018	00	Cash loans	F	N	Y	0	189,000	773,680.5	32,778	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-14,583	-203	-615	-2,056	null	1	1	0	1	0	0	Laborers	2	2	1	MONDAY	9	0	0	0	0	0	Transport: type 2	0.72194	0.642656	null	0.3495	0.1335	0.9985	0.9796	0.1143	0.4	0.1724	0.6667	0.7083	0.1758	0.2849	0.3774	0.0193	0.1001	0.3561	0.1386	0.9985	0.9804	0.1153	0.4028	0.1724	0.6667	0.7083	0.1798	0.3113	0.3932	0.0195	0.106	0.3529	0.1335	0.9985	0.9799	0.115	0.4	0.1724	0.6667	0.7083	0.1789	0.2899	0.3842	0.0194	0.1022	reg oper account	block of flats	0.3811	Panel	No	0	0	0	0	-188	1	0	0	0	0	0	null	null	null	null	null	null
100,019	00	Cash loans	M	Y	Y	0	157,500	299,772	20,160	247,500	Family	Working	Secondary / secondary special	Single / not married	Rented apartment	0.020713	-8,728	-1,157	-3,494	-1,368	17	1	1	0	1	0	0	Laborers	1	3	3	SATURDAY	6	0	0	1	1	0	Business Entity Type 2	0.115634	0.346634	0.678568	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	-925	0	0	1	0	0	0	0	0	0	0	0	1
100,020	00	Cash loans	M	N	N	0	108,000	509,602.5	26,149.5	387,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-12,931	-1,317	-6,392	-3,866	null	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	12	0	0	1	1	0	Government	null	0.236378	0.062103	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	-3	1	0	0	0	0	0	0	0	0	0	1	0
100,021	00	Revolving loans	F	N	Y	1	81,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010966	-9,776	-191	-4,143	-2,427	null	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	10	0	0	1	1	0	Construction	null	0.683513	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	4	0	4	0	-2,811	0	0	0	0	0	0	null	null	null	null	null	null
100,022	00	Revolving loans	F	N	Y	0	112,500	157,500	7,875	157,500	Other_A	Working	Secondary / secondary special	Widow	House / apartment	0.04622	-17,718	-7,804	-8,751	-1,259	null	1	1	0	1	1	0	Laborers	1	1	1	FRIDAY	13	0	0	0	0	0	Housing	null	0.706428	0.556727	0.0278	0.0617	0.9881	0.8368	0.0018	0	0.1034	0.0833	0.125	0.0279	0.0227	0.029	0	0	0.0284	0.064	0.9881	0.8432	0.0018	0	0.1034	0.0833	0.125	0.0286	0.0248	0.0302	0	0	0.0281	0.0617	0.9881	0.839	0.0018	0	0.1034	0.0833	0.125	0.0284	0.0231	0.0295	0	0	reg oper account	block of flats	0.0238	Stone, brick	No	8	0	8	0	-239	1	0	0	0	0	0	0	0	0	0	0	0
100,023	00	Cash loans	F	N	Y	1	90,000	544,491	17,563.5	454,500	Unaccompanied	State servant	Higher education	Single / not married	House / apartment	0.015221	-11,348	-2,038	-1,021	-3,964	null	1	1	1	1	1	0	Core staff	2	2	2	MONDAY	12	0	0	0	0	0	Kindergarten	null	0.586617	0.477649	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	-1,850	1	0	0	0	0	0	0	0	0	0	0	2
100,024	00	Revolving loans	M	Y	Y	0	135,000	427,500	21,375	427,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-18,252	-4,286	-298	-1,800	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	0	Self-employed	0.565655	0.113375	null	0.0722	0.0801	0.9781	0.7008	null	0	0.1379	0.1667	0.0417	0.0534	0.0588	0.0619	0	0	0.0735	0.0831	0.9782	0.7125	null	0	0.1379	0.1667	0.0417	0.0546	0.0643	0.0645	0	0	0.0729	0.0801	0.9781	0.7048	null	0	0.1379	0.1667	0.0417	0.0543	0.0599	0.063	0	0	reg oper account	block of flats	0.053	Stone, brick	No	0	0	0	0	-296	0	0	0	0	0	0	null	null	null	null	null	null
100,025	00	Cash loans	F	Y	Y	1	202,500	1,132,573.5	37,561.5	927,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-14,815	-1,652	-2,299	-2,299	14	1	1	0	1	0	0	Sales staff	3	2	2	MONDAY	9	0	0	0	0	0	Trade: type 7	0.437709	0.233767	0.542445	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	1	0	0	0	0	0	0	0	0	0	1	4
100,026	00	Cash loans	F	N	N	1	450,000	497,520	32,521.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.020713	-11,146	-4,306	-114	-2,518	null	1	1	0	1	0	0	Sales staff	3	3	2	THURSDAY	6	0	0	0	0	0	Self-employed	null	0.457143	0.358951	0.0907	0.0795	0.9786	0.7076	0.012	0	0.2069	0.1667	0.2083	0.0898	0.0723	0.0873	0.0077	0.0044	0.0924	0.0825	0.9786	0.719	0.0121	0	0.2069	0.1667	0.2083	0.0918	0.079	0.091	0.0078	0.0047	0.0916	0.0795	0.9786	0.7115	0.012	0	0.2069	0.1667	0.2083	0.0913	0.0735	0.0889	0.0078	0.0045	reg oper account	block of flats	0.0696	Panel	No	0	0	0	0	-468	1	0	0	0	0	0	0	0	0	0	0	5
100,027	00	Cash loans	F	N	Y	0	83,250	239,850	23,850	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006296	-24,827	365,243	-9,012	-3,684	null	1	0	0	1	1	0	null	2	3	3	FRIDAY	12	0	0	0	0	0	XNA	null	0.624305	0.669057	0.1443	0.0848	0.9876	0.83	0.1064	0.14	0.1207	0.375	0.4167	0.2371	0.1173	0.1484	0.0019	0.0007	0.1261	0.0754	0.9876	0.8367	0	0.1208	0.1034	0.375	0.4167	0.2425	0.1102	0.0923	0	0	0.1457	0.0848	0.9876	0.8323	0.1071	0.14	0.1207	0.375	0.4167	0.2412	0.1193	0.151	0.0019	0.0007	org spec account	block of flats	0.164	Mixed	No	0	0	0	0	-795	0	1	0	0	0	0	0	0	0	0	0	3
100,029	00	Cash loans	M	Y	N	2	135,000	247,500	12,703.5	247,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-11,286	-746	-108	-3,729	7	1	1	0	1	0	0	Drivers	4	2	2	THURSDAY	14	0	0	0	1	1	Business Entity Type 3	null	0.786179	0.565608	0.1433	0.1455	0.9861	0.8096	0.0212	0	0.3103	0.1667	0.2083	0.0861	0.1168	0.1217	0	0.0043	0.146	0.1509	0.9861	0.8171	0.0214	0	0.3103	0.1667	0.2083	0.0881	0.1276	0.1268	0	0.0045	0.1447	0.1455	0.9861	0.8121	0.0214	0	0.3103	0.1667	0.2083	0.0876	0.1189	0.1239	0	0.0044	reg oper account	block of flats	0.0967	Panel	No	1	1	1	0	-4	1	0	0	0	0	0	0	0	0	0	0	0
100,030	00	Cash loans	F	N	Y	0	90,000	225,000	11,074.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-19,334	-3,494	-2,419	-2,893	null	1	1	0	1	1	0	Cleaning staff	2	2	2	SATURDAY	8	0	0	0	0	0	Business Entity Type 3	0.561948	0.651406	0.461482	0.0722	0.0147	0.9781	0.7008	0.001	0	0.1379	0.1667	0.0417	0.0498	0.0588	0.067	0	0	0.0735	0.0153	0.9782	0.7125	0.001	0	0.1379	0.1667	0.0417	0.0509	0.0643	0.0698	0	0	0.0729	0.0147	0.9781	0.7048	0.001	0	0.1379	0.1667	0.0417	0.0506	0.0599	0.0682	0	0	reg oper account	block of flats	0.0533	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
100,031	11	Cash loans	F	N	Y	0	112,500	979,992	27,076.5	702,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.018029	-18,724	-2,628	-6,573	-1,827	null	1	1	0	1	0	0	Cooking staff	1	3	2	MONDAY	9	0	0	0	0	0	Business Entity Type 3	null	0.548477	0.190706	0.0165	0.0089	0.9732	null	null	0	0.069	0.0417	null	0.0265	null	0.0094	null	0	0.0168	0.0092	0.9732	null	null	0	0.069	0.0417	null	0.0271	null	0.0083	null	0	0.0167	0.0089	0.9732	null	null	0	0.069	0.0417	null	0.027	null	0.0096	null	0	null	block of flats	0.0085	Wooden	Yes	10	1	10	0	-161	1	0	0	0	1	0	0	0	0	0	2	2
100,032	00	Cash loans	M	N	Y	1	112,500	327,024	23,827.5	270,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.019101	-15,948	-1,234	-5,782	-3,153	null	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	10	0	0	0	1	1	Industry: type 11	null	0.541124	0.659406	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	2	0	2	0	-2	1	0	0	0	0	0	0	0	0	0	0	0
100,033	00	Cash loans	M	Y	Y	0	270,000	790,830	57,676.5	675,000	Unaccompanied	State servant	Higher education	Single / not married	House / apartment	0.04622	-9,994	-1,796	-4,668	-2,661	1	1	1	0	1	0	1	null	1	1	1	WEDNESDAY	11	1	1	0	0	0	Military	0.600396	0.685011	0.524496	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	-849	0	0	1	0	0	0	0	0	0	1	0	1
100,034	00	Revolving loans	M	N	Y	0	90,000	180,000	9,000	180,000	Unaccompanied	Working	Higher education	Single / not married	With parents	0.030755	-10,341	-1,010	-4,799	-3,015	null	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	16	0	0	0	0	0	Business Entity Type 3	0.297914	0.502779	null	0.1505	0.0838	0.9831	0.7688	0.0188	0.16	0.1379	0.3333	0.375	0.0872	0.121	0.1412	0.0077	0.0061	0.1534	0.087	0.9831	0.7779	0.019	0.1611	0.1379	0.3333	0.375	0.0892	0.1322	0.1471	0.0078	0.0065	0.152	0.0838	0.9831	0.7719	0.0189	0.16	0.1379	0.3333	0.375	0.0887	0.1231	0.1437	0.0078	0.0063	reg oper account	block of flats	0.1227	Panel	No	0	0	0	0	-599	0	0	0	0	0	0	null	null	null	null	null	null
100,035	00	Cash loans	F	N	Y	0	292,500	665,892	24,592.5	477,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-15,280	-2,668	-5,266	-3,787	null	1	1	0	1	0	1	null	2	2	2	WEDNESDAY	13	0	0	0	0	0	Business Entity Type 3	null	0.479987	0.410103	0.0124	null	0.9697	null	null	0	0.069	0.0417	null	null	null	0.0149	null	0	0.0126	null	0.9697	null	null	0	0.069	0.0417	null	null	null	0.0155	null	0	0.0125	null	0.9697	null	null	0	0.069	0.0417	null	null	null	0.0152	null	0	null	block of flats	0.0117	Others	No	0	0	0	0	-1,634	1	0	0	0	0	0	0	0	0	1	0	5
100,036	00	Cash loans	F	N	Y	0	112,500	512,064	25,033.5	360,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.008575	-11,144	-1,104	-7,846	-2,904	null	1	1	0	1	0	0	Private service staff	2	2	2	TUESDAY	12	0	0	0	0	0	Services	0.274422	0.6273	null	0.367	0.3751	0.9901	null	null	0.28	0.4828	0.375	null	0.1569	null	0.2574	null	null	0.3739	0.3893	0.9901	null	null	0.282	0.4828	0.375	null	0.1604	null	0.2682	null	null	0.3706	0.3751	0.9901	null	null	0.28	0.4828	0.375	null	0.1596	null	0.262	null	null	null	block of flats	0.3388	Block	No	2	0	2	0	-397	1	0	0	0	0	0	0	0	0	0	2	5
100,037	00	Cash loans	F	N	N	0	90,000	199,008	20,893.5	180,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010032	-12,974	-4,404	-7,123	-4,464	null	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	Business Entity Type 2	null	0.559467	0.798137	0.0928	null	0.9801	null	null	0	0.2069	0.1667	null	null	null	0.0602	null	0.0436	0.0945	null	0.9801	null	null	0	0.2069	0.1667	null	null	null	0.0627	null	0.0461	0.0937	null	0.9801	null	null	0	0.2069	0.1667	null	null	null	0.0613	null	0.0445	null	block of flats	0.0684	Panel	No	0	0	0	0	-2,766	1	0	0	0	0	0	0	0	0	0	0	2
100,039	00	Cash loans	M	Y	N	1	360,000	733,315.5	39,069	679,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.015221	-11,694	-2,060	-3,557	-3,557	3	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	10	0	0	1	1	0	Self-employed	null	0.321745	0.411849	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	2	0	2	0	-697	0	0	1	0	0	0	0	0	0	0	1	1
100,040	00	Cash loans	F	N	Y	0	135,000	1,125,000	32,895	1,125,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.019689	-15,997	-4,585	-5,735	-4,067	null	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	14	0	0	0	0	0	Security Ministries	null	0.172498	null	0.0825	0.0804	0.9762	0.6736	0.0056	0	0.1379	0.1667	0.2083	0.038	0.0672	0.0637	0	0	0.084	0.0835	0.9762	0.6864	0.0057	0	0.1379	0.1667	0.2083	0.0389	0.0735	0.0664	0	0	0.0833	0.0804	0.9762	0.678	0.0057	0	0.1379	0.1667	0.2083	0.0387	0.0684	0.0648	0	0	reg oper account	block of flats	0.0532	Stone, brick	No	0	0	0	0	-3,019	1	0	0	0	0	0	null	null	null	null	null	null
100,041	00	Cash loans	F	N	N	0	112,500	450,000	44,509.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.008575	-12,158	-1,275	-6,265	-2,009	null	1	1	1	1	1	0	Sales staff	2	2	2	MONDAY	19	0	0	0	0	0	Self-employed	null	0.663158	0.678568	0.0948	0.0792	0.9861	0.8096	null	0	0.1724	0.1667	null	0.0888	null	0.0582	null	null	0.0966	0.0822	0.9861	0.8171	null	0	0.1724	0.1667	null	0.0908	null	0.0606	null	null	0.0958	0.0792	0.9861	0.8121	null	0	0.1724	0.1667	null	0.0903	null	0.0592	null	null	reg oper account	block of flats	0.0749	Stone, brick	No	0	0	0	0	-1,285	1	0	0	0	0	0	0	0	0	0	0	0
100,043	00	Cash loans	F	N	Y	2	198,000	641,173.5	23,157	553,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.01885	-17,199	-768	-63	-735	null	1	1	1	1	1	0	Private service staff	4	2	2	THURSDAY	13	0	0	0	0	0	Other	0.842763	0.681699	0.754406	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	-2,411	1	0	0	0	0	0	0	0	0	0	1	1
100,044	00	Cash loans	M	N	Y	0	121,500	454,500	15,151.5	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-21,077	-1,288	-5,474	-4,270	null	1	1	0	1	1	0	Drivers	2	2	2	FRIDAY	10	0	0	0	1	1	Transport: type 4	0.804586	0.719799	0.722393	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	-1,541	1	0	0	0	0	0	0	0	0	1	0	0
100,045	00	Cash loans	F	N	Y	0	99,000	247,275	17,338.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006207	-23,920	365,243	-9,817	-4,969	null	1	0	0	1	1	0	null	2	2	2	FRIDAY	11	0	0	0	0	0	XNA	null	0.650765	0.751724	null	null	0.9851	null	null	0.04	0.0345	0.3333	null	0.0566	null	0.0922	null	null	null	null	0.9851	null	null	0.0403	0.0345	0.3333	null	0.0579	null	0.096	null	null	null	null	0.9851	null	null	0.04	0.0345	0.3333	null	0.0576	null	0.0938	null	null	null	block of flats	0.0786	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	2
100,046	00	Revolving loans	M	Y	Y	0	180,000	540,000	27,000	540,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.025164	-16,126	-1,761	-8,236	-4,292	3	1	1	0	1	0	0	Managers	2	2	2	TUESDAY	8	0	0	0	0	0	Business Entity Type 3	null	0.738053	0.605836	0.0814	0.0994	0.9831	0.7688	0.0142	0	0.2069	0.1667	0.2083	0.1404	0.0656	0.0771	0.0039	0.0227	0.083	0.1032	0.9831	0.7779	0.0143	0	0.2069	0.1667	0.2083	0.1436	0.0716	0.0804	0.0039	0.0241	0.0822	0.0994	0.9831	0.7719	0.0143	0	0.2069	0.1667	0.2083	0.1429	0.0667	0.0785	0.0039	0.0232	org spec account	block of flats	0.0734	Stone, brick	No	1	0	1	0	-540	0	0	0	0	0	0	0	0	0	1	0	1
100,047	11	Cash loans	M	N	Y	0	202,500	1,193,580	35,028	855,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-17,482	-1,262	-1,182	-1,029	null	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	9	0	0	0	0	0	Business Entity Type 3	null	0.306841	0.320163	0.1309	0.125	0.996	0.9456	0.0822	0.16	0.1379	0.25	0.2917	0.0142	0.1059	0.1267	0.0039	0.0078	0.1334	0.1297	0.996	0.9477	0.083	0.1611	0.1379	0.25	0.2917	0.0145	0.1157	0.132	0.0039	0.0082	0.1322	0.125	0.996	0.9463	0.0827	0.16	0.1379	0.25	0.2917	0.0144	0.1077	0.129	0.0039	0.0079	org spec account	block of flats	0.1463	Stone, brick	No	0	0	0	0	-1,075	1	0	0	0	0	0	0	0	0	2	0	4
100,048	00	Cash loans	F	N	Y	0	202,500	604,152	29,196	540,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009175	-16,971	-475	-3,148	-513	null	1	1	0	1	1	0	Laborers	2	2	2	MONDAY	12	1	1	0	1	1	Industry: type 1	null	0.037315	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	4	0	4	0	-458	1	0	0	0	0	0	0	0	0	0	0	5
100,049	11	Cash loans	F	N	N	0	135,000	288,873	16,258.5	238,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007305	-13,384	-3,597	-45	-4,409	null	1	1	1	1	1	0	Sales staff	2	3	3	THURSDAY	11	0	0	0	0	0	Self-employed	0.468208	0.674203	0.399676	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	1	0	1	0	-1,480	1	0	0	0	0	0	0	0	0	0	0	2
100,050	00	Cash loans	F	N	Y	0	108,000	746,280	42,970.5	675,000	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.010966	-23,548	365,243	-5,745	-4,576	null	1	0	0	1	0	0	null	1	2	2	WEDNESDAY	9	0	0	0	0	0	XNA	null	0.766138	0.684828	0.2186	0.1232	0.9851	0.796	0.0528	0.24	0.2069	0.3333	0.375	0.1154	0.1774	0.2113	0.0039	0.0051	0.2227	0.1279	0.9851	0.804	0.0533	0.2417	0.2069	0.3333	0.375	0.1181	0.1938	0.2202	0.0039	0.0054	0.2207	0.1232	0.9851	0.7987	0.0531	0.24	0.2069	0.3333	0.375	0.1175	0.1804	0.2151	0.0039	0.0052	reg oper spec account	block of flats	0.1903	Panel	No	0	0	0	0	-491	1	0	0	0	0	0	0	0	0	0	0	3
100,051	00	Cash loans	M	N	Y	0	202,500	661,702.5	48,280.5	598,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007114	-9,827	-758	-4,166	-2,380	null	1	1	1	1	0	0	null	2	2	2	WEDNESDAY	12	0	0	0	1	1	Business Entity Type 3	null	0.631519	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	1	0	1	0	-556	1	0	0	0	0	0	null	null	null	null	null	null
100,052	00	Revolving loans	F	N	Y	1	90,000	180,000	9,000	180,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.009334	-7,974	-895	-6,591	-642	null	1	1	1	1	0	0	Sales staff	3	2	2	MONDAY	10	0	0	0	0	0	Self-employed	null	0.535542	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	1	1	1	1	-462	0	0	0	0	0	0	null	null	null	null	null	null
100,053	00	Cash loans	F	N	Y	0	202,500	305,221.5	17,649	252,000	Family	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.019689	-20,373	365,243	-7,760	-1,993	null	1	0	0	1	0	0	null	1	2	2	MONDAY	8	0	0	0	0	0	XNA	null	0.247665	0.47585	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	-649	1	0	0	0	0	0	0	0	0	0	2	4
100,054	00	Cash loans	F	N	Y	0	99,000	260,640	26,838	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-20,121	-5,332	-9,197	-3,283	null	1	1	1	1	1	0	Medicine staff	2	2	2	WEDNESDAY	16	0	0	0	1	1	Business Entity Type 3	null	0.089241	0.728141	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	4	0	4	0	-1,247	1	0	0	0	0	0	0	0	0	0	0	2
100,055	00	Cash loans	F	N	N	0	130,500	1,350,000	37,255.5	1,350,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.020713	-19,727	-4,411	-6,225	-3,199	null	1	1	1	1	1	0	Managers	2	3	3	THURSDAY	10	0	0	0	0	0	Government	0.710427	0.589187	0.466864	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	-784	1	0	0	0	0	0	0	0	0	0	0	0
100,056	00	Cash loans	M	Y	Y	0	360,000	1,506,816	49,927.5	1,350,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-18,264	-9,523	-5,504	-1,797	3	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	10	0	0	0	1	1	Transport: type 2	null	0.523934	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	1	1	1	1	-1,498	1	0	0	0	0	0	null	null	null	null	null	null
100,058	00	Revolving loans	F	N	Y	0	54,000	135,000	6,750	135,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.01452	-12,406	-1,176	-1,149	-2,576	null	1	1	0	0	0	0	Core staff	2	2	2	THURSDAY	9	0	0	0	0	0	School	0.656225	0.45085	0.479449	0.0664	0.0442	0.998	null	null	0.08	0.0552	0.4083	0.45	0.0085	null	0.0651	null	0.016	0.0441	0.0306	0.998	null	null	0.0806	0.069	0.375	0.4167	0.0078	null	0.0487	null	0.0168	0.0822	0.0408	0.998	null	null	0.08	0.069	0.375	0.4167	0.0087	null	0.0747	null	0.0163	null	block of flats	0.0403	Panel	No	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0
100,059	00	Cash loans	M	Y	Y	1	540,000	675,000	34,596	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.026392	-18,632	-6,977	-3,904	-1,937	7	1	1	0	1	1	0	Managers	3	2	2	TUESDAY	10	0	0	0	0	0	Services	0.31151	0.713355	0.309275	0.5309	0.2491	0.9811	0.7416	null	0.88	0.3793	0.4583	0	0.3977	null	0.5878	null	0.0487	0.541	0.2585	0.9811	0.7517	null	0.8862	0.3793	0.4583	0	0.4067	null	0.6124	null	0.0516	0.5361	0.2491	0.9811	0.7451	null	0.88	0.3793	0.4583	0	0.4046	null	0.5983	null	0.0498	null	block of flats	0.5149	Panel	No	2	0	2	0	-1,285	1	0	0	0	0	0	0	0	1	0	0	3
100,060	00	Cash loans	M	Y	N	0	76,500	454,500	14,661	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-12,282	-778	-1,824	-1,992	13	1	1	1	1	0	0	null	2	2	2	TUESDAY	10	0	0	0	0	0	Emergency	0.244562	0.705947	0.799297	0.0227	null	0.9806	null	null	null	0.1034	0.0417	null	null	null	0.0114	null	0.0226	0.0231	null	0.9806	null	null	null	0.1034	0.0417	null	null	null	0.0119	null	0.0239	0.0229	null	0.9806	null	null	null	0.1034	0.0417	null	null	null	0.0116	null	0.023	null	block of flats	0.0139	Stone, brick	No	4	0	4	0	-466	1	0	0	0	0	0	0	0	0	1	0	0
100,061	00	Cash loans	F	N	Y	2	225,000	314,055	16,164	238,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.006629	-10,473	-1,392	-2,025	-1,240	null	1	1	0	1	0	0	Core staff	4	2	2	THURSDAY	3	0	0	1	1	0	Self-employed	0.189596	0.702979	0.701696	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	-570	1	0	0	0	0	0	0	0	0	0	0	5
100,062	00	Cash loans	M	Y	N	0	81,000	675,000	32,472	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010006	-18,611	365,243	-6,936	-2,142	8	1	0	0	1	1	0	null	2	2	2	TUESDAY	17	0	0	0	0	0	XNA	null	0.662865	0.73802	0.2165	0.1678	0.9846	0.7892	null	0.24	0.2069	0.3333	0.375	0.1071	null	null	null	0.0151	0.2206	0.1741	0.9846	0.7975	null	0.2417	0.2069	0.3333	0.375	0.1095	null	null	null	0.016	0.2186	0.1678	0.9846	0.792	null	0.24	0.2069	0.3333	0.375	0.1089	null	null	null	0.0154	reg oper account	block of flats	0.2048	Panel	No	0	0	0	0	-462	1	0	0	0	0	0	0	0	0	0	0	2
100,063	00	Cash loans	F	N	Y	0	180,000	837,427.5	45,558	666,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.022625	-12,955	-4,106	-7,054	-5,164	null	1	1	0	1	1	1	Managers	2	2	2	MONDAY	15	0	0	0	0	0	Medicine	0.552772	0.616637	0.070109	0.1186	0.066	0.9801	0.728	0.0385	0.04	0.0345	0.3333	0.0417	0.0606	0.0958	0.0822	0.0039	0.0002	0.1208	0.0685	0.9801	0.7387	0.0388	0.0403	0.0345	0.3333	0.0417	0.062	0.1047	0.0856	0.0039	0.0002	0.1197	0.066	0.9801	0.7316	0.0387	0.04	0.0345	0.3333	0.0417	0.0616	0.0975	0.0837	0.0039	0.0002	reg oper spec account	block of flats	0.0857	Stone, brick	No	1	1	1	1	-1,547	1	0	0	0	0	0	0	0	0	1	0	4
100,064	00	Cash loans	F	N	N	0	67,500	298,728	15,381	202,500	Family	Pensioner	Secondary / secondary special	Single / not married	Municipal apartment	0.019101	-21,621	365,243	-2,019	-1,344	null	1	0	0	1	0	0	null	1	2	2	MONDAY	9	0	0	0	0	0	XNA	null	0.622708	0.169429	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	1	0	0	0	0	0	0	0	0	0	0	0
100,068	00	Revolving loans	M	N	Y	0	81,000	247,500	12,375	247,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-18,248	-2,351	-4,375	-1,721	null	1	1	1	1	1	0	Security staff	2	2	2	WEDNESDAY	14	0	0	0	1	1	Security	0.23772	0.609135	0.513694	0.1227	0.1572	0.9886	0.8436	0.0029	0	0.3448	0.1667	0.2083	0.0554	0.0992	0.1177	0.0039	0.0052	0.125	0.1631	0.9886	0.8497	0.0029	0	0.3448	0.1667	0.2083	0.0566	0.1084	0.1226	0.0039	0.0055	0.1239	0.1572	0.9886	0.8457	0.0029	0	0.3448	0.1667	0.2083	0.0563	0.1009	0.1198	0.0039	0.0053	org spec account	block of flats	0.0926	Panel	No	2	0	2	0	-167	0	0	0	0	0	0	0	0	0	0	0	0
100,069	00	Cash loans	M	Y	Y	1	360,000	640,458	27,265.5	517,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.00733	-14,186	-1,743	-2,128	-4,982	10	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	11	1	1	0	1	1	Transport: type 4	null	0.256737	0.707699	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	-112	1	0	0	0	0	0	0	0	0	0	1	3

End of preview. Expand in Dataset Viewer.

Dataset Card for "home-credit"

More Information needed

Downloads last month: 51

Size of downloaded dataset files:

57 MB

Size of the auto-converted Parquet files:

57 MB

Number of rows:

307,511