Datasets:

jlh
/

home-credit-example-raw

Dataset card Viewer Files Files and versions Community

Split (1)

raw · 10k rows

SK_ID_CURR int64 100k 456k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 2 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 8	AMT_INCOME_TOTAL float64 27k 1.8M	AMT_CREDIT float64 45k 3.08M	AMT_ANNUITY float64 3.05k 225k	AMT_GOODS_PRICE float64 45k 2.93M	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 4 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 -25,165 -7,680	DAYS_EMPLOYED int64 -15,943 365k	DAYS_REGISTRATION float64 -19,463 0	DAYS_ID_PUBLISH int64 -6,259 -1	OWN_CAR_AGE float64 0 65	FLAG_MOBIL int64 1 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 10	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 1 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 stringlengths 3 22	EXT_SOURCE_1 float64 0.03 0.94	EXT_SOURCE_2 float64 0 0.86	EXT_SOURCE_3 float64 0 0.88	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 26	DEF_30_CNT_SOCIAL_CIRCLE float64 0 4	OBS_60_CNT_SOCIAL_CIRCLE float64 0 26	DEF_60_CNT_SOCIAL_CIRCLE float64 0 4	DAYS_LAST_PHONE_CHANGE float64 -3,791 0	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_5 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_20 int64 0 1	AMT_REQ_CREDIT_BUREAU_WEEK float64 0 4	AMT_REQ_CREDIT_BUREAU_MON float64 0 17	AMT_REQ_CREDIT_BUREAU_QRT float64 0 6	AMT_REQ_CREDIT_BUREAU_YEAR float64 0 9
454,389	0	Cash loans	F	N	Y	0	63,000	675,000	26,410.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.00496	-21,269	365,243	-9,162	-4,339	7	1	0	0	1	1	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	0	0	XNA	0.356323	0.160014	0.443615	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-30	0	0	1	0	0	0	0	0	0	0	1
110,688	0	Cash loans	M	Y	Y	0	247,500	1,535,715	42,228	1,341,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.008068	-22,858	-8,826	-4,902	-4,893	24	1	1	1	1	0	0	Drivers	1	3	3	FRIDAY	7	0	0	0	0	0	0	Transport: type 3	0.356323	0.268328	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-299	1	0	0	0	0	0	0	0	0	0	0
241,440	0	Cash loans	F	N	Y	0	85,500	135,000	13,482	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-14,626	-555	-6,807	-4,181	7	1	1	1	1	1	0	Laborers	2	2	2	FRIDAY	16	0	0	0	0	0	0	Transport: type 4	0.356323	0.560388	0.7463	0.0433	0	0.9856	0.8232	0	0	0.0345	0.0833	0.2083	0.0271	0.0504	0.0219	0	0	0.0441	0	0.9856	0.8301	0	0	0.0345	0.0833	0.2083	0.0277	0.0551	0.0228	0	0	0.0437	0	0.9856	0.8256	0	0	0.0345	0.0833	0.2083	0.0276	0.0513	0.0223	0	0	reg oper account	block of flats	0.0188	Stone, brick	No	4	0	4	0	-2,526	1	0	0	0	0	0	0	0	1	0	1
322,458	0	Cash loans	F	N	Y	0	112,500	270,126	14,782.5	193,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011657	-9,398	-485	-5,521	-141	7	1	1	0	1	0	0	Laborers	2	1	1	SATURDAY	11	0	0	0	0	1	1	Postal	0.356323	0.454003	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-333	1	0	0	0	0	0	0	0	0	0	0
112,041	0	Cash loans	F	N	Y	0	90,000	781,920	33,259.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.00712	-20,543	365,243	-12,909	-3,717	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	15	0	0	0	0	0	0	XNA	0.356323	0.455689	0.638044	0.067	0.0378	0.9737	0.6396	0.0187	0	0.1379	0.1667	0.2083	0.0482	0.0538	0.0505	0.0039	0.0463	0.0683	0.0393	0.9737	0.6537	0.0189	0	0.1379	0.1667	0.2083	0.0493	0.0588	0.0526	0.0039	0.049	0.0677	0.0378	0.9737	0.6444	0.0188	0	0.1379	0.1667	0.2083	0.0491	0.0547	0.0514	0.0039	0.0472	reg oper account	block of flats	0.06	Stone, brick	No	0	0	0	0	-1,024	0	0	1	0	0	0	0	0	0	0	2
369,432	0	Revolving loans	M	Y	Y	0	202,500	180,000	9,000	180,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.030755	-10,632	-4,002	-127	-2,948	7	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	18	0	0	0	0	0	0	Self-employed	0.356323	0.319811	0.605836	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	0	0	0	0	0	0	0	0	0	0	1	1
124,179	0	Cash loans	F	Y	N	0	675,000	1,098,000	61,438.5	1,098,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.02461	-11,853	-2,102	-5,219	-4,090	8	1	1	0	1	1	0	Managers	1	2	2	FRIDAY	15	0	1	1	0	1	1	Business Entity Type 3	0.584993	0.726714	0.448962	0.0928	0.0907	0.9791	0.7144	0.0144	0	0.2069	0.1667	0.2083	0.065	0.0756	0.0776	0	0	0.0945	0.0942	0.9791	0.7256	0.0145	0	0.2069	0.1667	0.2083	0.0665	0.0826	0.0809	0	0	0.0937	0.0907	0.9791	0.7182	0.0145	0	0.2069	0.1667	0.2083	0.0661	0.077	0.079	0	0	reg oper account	block of flats	0.0848	Stone, brick	No	0	0	0	0	-1,281	1	0	0	0	0	0	0	0	17	0	0
101,390	0	Cash loans	F	N	N	0	67,500	1,084,383	39,078	823,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.002134	-18,131	-199	-4,906	-809	7	1	1	0	1	0	0	Core staff	2	3	3	TUESDAY	13	0	0	0	0	1	1	Kindergarten	0.837749	0.362688	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	4	0	-421	1	0	0	0	0	0	0	0	0	0	0
267,085	0	Cash loans	F	N	N	0	103,500	254,700	14,751	225,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.018634	-24,007	-5,250	-6,586	-4,164	7	1	1	1	1	0	0	High skill tech staff	1	2	2	TUESDAY	11	0	0	0	0	0	0	School	0.356323	0.250914	0.593718	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	0	3	0	-629	1	0	0	0	0	0	0	0	0	0	0
131,707	0	Cash loans	M	N	N	0	157,500	364,896	18,630	315,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.00712	-8,717	-1,642	-3,426	-1,397	7	1	1	0	1	1	1	Laborers	1	2	2	SATURDAY	16	0	1	1	0	1	1	Transport: type 2	0.356323	0.191363	0.474051	0.0825	0	0.9846	0.8232	0	0	0.1379	0.0833	0.2083	0	0.0504	0	0	0	0.084	0	0.9846	0.8301	0	0	0.1379	0.0833	0.2083	0	0.0551	0	0	0	0.0833	0	0.9846	0.8256	0	0	0.1379	0.0833	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0205	Stone, brick	No	0	0	0	0	-900	1	0	0	0	0	0	0	0	0	0	3
243,167	0	Cash loans	M	N	Y	1	157,500	598,486.5	21,627	454,500	Unaccompanied	Commercial associate	Incomplete higher	Civil marriage	House / apartment	0.019689	-15,590	-5,971	-8,765	-3,872	7	1	1	0	1	0	0	High skill tech staff	3	2	2	WEDNESDAY	8	0	0	0	0	0	0	Business Entity Type 2	0.756592	0.626482	0.230159	0.0505	0.0275	0.9811	0.7416	0.0125	0.08	0.0345	0.4583	0.5	0.0452	0.0403	0.0571	0.0039	0.0038	0.0515	0.0286	0.9811	0.7517	0.0126	0.0806	0.0345	0.4583	0.5	0.0462	0.0441	0.0595	0.0039	0.004	0.051	0.0275	0.9811	0.7451	0.0126	0.08	0.0345	0.4583	0.5	0.0459	0.041	0.0581	0.0039	0.0039	reg oper account	block of flats	0.0568	Stone, brick	Yes	0	0	0	0	-1,476	1	0	0	0	0	0	0	0	1	0	1
197,286	0	Cash loans	F	N	Y	0	67,500	76,410	7,555.5	67,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-11,418	-1,505	-3,078	-3,085	7	1	1	1	1	0	0	Laborers	2	3	3	MONDAY	6	0	0	0	0	0	0	Self-employed	0.356323	0.62533	0.276441	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	1	3	1	-709	1	0	0	0	0	0	0	0	0	0	2
180,174	0	Cash loans	M	Y	N	0	315,000	1,174,090.5	46,692	1,080,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008625	-13,052	-320	-1,800	-916	15	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	16	0	1	1	0	1	1	Business Entity Type 1	0.431935	0.121581	0.297087	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,494	1	0	0	0	0	0	0	0	1	1	1
266,780	0	Cash loans	M	N	N	0	90,000	263,686.5	28,525.5	238,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	Rented apartment	0.006629	-8,592	-1,117	-3,176	-1,232	7	1	1	0	1	0	0	Security staff	1	2	2	WEDNESDAY	3	0	0	0	1	1	0	Security	0.356323	0.610748	0.53707	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
383,958	0	Cash loans	F	N	Y	0	225,000	835,380	40,320	675,000	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.04622	-16,911	-455	-784	-462	7	1	1	0	1	0	0	Laborers	1	1	1	FRIDAY	12	0	1	1	0	0	0	Police	0.356323	0.756064	0.7463	0.3216	0.1366	0.9975	0.966	0.1325	0.32	0.1379	0.5417	0.5833	0.0352	0.2622	0.3355	0	0	0.3277	0.1418	0.9975	0.9673	0.1338	0.3222	0.1379	0.5417	0.5833	0.036	0.2865	0.3495	0	0	0.3248	0.1366	0.9975	0.9665	0.1334	0.32	0.1379	0.5417	0.5833	0.0359	0.2668	0.3415	0	0	reg oper account	block of flats	0.2639	Monolithic	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
229,272	0	Cash loans	F	N	Y	0	72,000	781,920	26,725.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-22,210	365,243	-6,864	-4,547	7	1	0	0	1	1	0	Laborers	2	2	2	SUNDAY	9	0	0	0	0	0	0	XNA	0.356323	0.662958	0.639708	0.1474	0.0739	0.9906	0.8232	0	0.08	0.069	0.3333	0.2083	0.0134	0.0504	0.1047	0	0	0.1502	0.0767	0.9906	0.8301	0	0.0806	0.069	0.3333	0.2083	0.0137	0.0551	0.1091	0	0	0.1489	0.0739	0.9906	0.8256	0	0.08	0.069	0.3333	0.2083	0.0136	0.0513	0.1066	0	0	reg oper account	block of flats	0.0947	Panel	No	1	0	1	0	-2,584	1	0	0	0	0	0	0	0	0	0	0
245,488	0	Cash loans	F	N	Y	0	45,000	284,400	13,387.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.01885	-20,331	365,243	-1,792	-3,212	7	1	0	0	1	1	0	Laborers	1	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	0.356323	0.465522	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-196	0	0	1	0	0	0	0	0	0	0	0
218,929	0	Cash loans	F	N	N	0	135,000	877,500	24,259.5	877,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.01452	-19,202	-12,276	-4,546	-2,743	7	1	1	0	1	0	0	Core staff	1	2	2	TUESDAY	13	0	0	0	0	0	0	Medicine	0.76252	0.092604	0.581484	0.1186	0.1273	0.9786	0.8232	0	0	0.2759	0.1667	0.2083	0	0.0504	0.0748	0	0	0.1208	0.1321	0.9786	0.8301	0	0	0.2759	0.1667	0.2083	0	0.0551	0.0779	0	0	0.1197	0.1273	0.9786	0.8256	0	0	0.2759	0.1667	0.2083	0	0.0513	0.0761	0	0	reg oper account	block of flats	0.0869	Panel	No	8	0	8	0	-4	1	0	0	0	0	0	0	0	0	0	0
399,206	0	Cash loans	F	Y	N	1	225,000	454,500	19,255.5	454,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.020713	-13,776	-2,462	-601	-2,809	13	1	1	1	1	1	0	Laborers	3	3	3	TUESDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.080393	0.256706	0.1763	0.1434	0.9856	0.8232	0.0376	0.24	0.2069	0.3333	0.375	0.0328	0.142	0.2117	0.0077	0.0079	0.1796	0.1488	0.9856	0.8301	0.0379	0.2417	0.2069	0.3333	0.375	0.0335	0.1552	0.2205	0.0078	0.0084	0.178	0.1434	0.9856	0.8256	0.0378	0.24	0.2069	0.3333	0.375	0.0333	0.1445	0.2155	0.0078	0.0081	reg oper account	block of flats	0.1887	Panel	No	0	0	0	0	-3,292	1	0	0	0	0	0	0	0	0	0	1
155,710	0	Cash loans	F	Y	N	1	135,000	178,290	21,289.5	157,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.035792	-12,504	-801	-1,064	-2,354	0	1	1	0	1	0	0	Private service staff	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	Other	0.325447	0.342584	0.358951	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-188	1	0	0	0	0	0	0	0	0	0	3
246,690	0	Cash loans	F	N	Y	0	108,000	835,380	35,523	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-16,213	-2,618	-3,931	-4,864	7	1	1	1	1	0	0	Secretaries	2	2	2	MONDAY	17	0	0	0	0	0	0	School	0.356323	0.434042	0.64633	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	2	3	2	-1,457	1	0	0	0	0	0	0	0	0	1	2
382,206	0	Cash loans	F	Y	Y	0	292,500	547,344	27,931.5	472,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.006629	-11,379	-1,203	-2,471	-3,061	13	1	1	0	1	0	0	Core staff	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	Other	0.64213	0.623196	0.399676	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,236	1	0	0	0	0	0	0	0	0	0	4
173,318	0	Cash loans	F	N	Y	1	202,500	545,040	16,654.5	450,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.018634	-14,041	-1,598	-3,833	-3,588	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	10	0	0	0	0	0	0	Self-employed	0.356323	0.225791	0.595456	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,109	1	0	0	0	0	0	0	0	0	1	4
176,798	0	Cash loans	F	N	N	0	67,500	134,775	9,508.5	112,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-15,312	-4,768	-2,163	-4,639	7	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	12	0	0	0	0	0	0	Postal	0.637929	0.676686	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,640	1	0	0	0	0	0	0	0	0	0	4
418,845	0	Cash loans	M	Y	N	2	180,000	640,080	29,970	450,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.035792	-16,649	-2,421	-499	-121	22	1	1	0	1	0	0	Laborers	4	2	2	MONDAY	14	0	0	0	0	1	1	Self-employed	0.356323	0.516965	0.617826	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,173	0	0	0	1	0	0	0	0	1	0	0
189,521	1	Cash loans	M	Y	Y	1	180,000	90,000	9,580.5	90,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011657	-10,282	-1,557	-4,742	-2,647	21	1	1	1	1	1	0	Laborers	3	1	1	SATURDAY	13	1	1	0	1	1	0	Business Entity Type 3	0.568502	0.425666	0.747663	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	2
142,961	0	Cash loans	F	N	Y	0	162,000	679,500	19,867.5	679,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.002042	-17,491	-8,380	-5,475	-1,031	7	1	1	1	1	1	0	Core staff	2	3	3	THURSDAY	17	0	0	0	1	0	1	School	0.356323	0.440526	0.520898	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,563	0	0	1	0	0	0	0	0	1	0	1
438,440	0	Cash loans	F	N	Y	1	27,000	480,060	23,476.5	337,500	Group of people	State servant	Secondary / secondary special	Married	House / apartment	0.020246	-10,154	-820	-994	-1,127	7	1	1	0	1	0	0	Core staff	3	3	3	THURSDAY	8	0	0	0	0	1	1	Kindergarten	0.356323	0.189053	0.511892	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	1	2	0	0	1	0	0	0	0	0	0	0	0	0	2
381,034	0	Cash loans	M	N	Y	0	126,000	314,100	16,573.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-17,369	-4,892	-1,120	-932	7	1	1	1	1	1	0	Laborers	2	3	3	SATURDAY	9	0	0	0	0	0	0	Electricity	0.356323	0.784502	0.553165	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,366	1	0	0	0	0	0	0	0	1	0	2
156,582	0	Cash loans	F	N	Y	0	135,000	760,225.5	32,337	679,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-22,086	365,243	-9,063	-4,470	7	1	0	0	1	0	0	Laborers	2	2	2	SUNDAY	12	0	0	0	0	0	0	XNA	0.356323	0.534117	0.508287	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-581	1	0	0	0	0	0	0	0	0	2	4
360,127	0	Cash loans	F	N	Y	0	180,000	508,495.5	35,518.5	454,500	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.020713	-15,556	-909	-5,879	-4,580	7	1	1	0	1	0	0	Laborers	2	3	1	MONDAY	8	0	0	0	0	0	0	Business Entity Type 2	0.651925	0.640298	0.474051	0.1443	0.1391	0.9856	0.8028	0.0472	0.16	0.1379	0.3333	0.375	0.0537	0.1177	0.1758	0	0	0.1471	0.1443	0.9856	0.8105	0.0477	0.1611	0.1379	0.3333	0.375	0.0549	0.1286	0.1832	0	0	0.1457	0.1391	0.9856	0.8054	0.0475	0.16	0.1379	0.3333	0.375	0.0546	0.1197	0.179	0	0	reg oper account	block of flats	0.1641	Panel	No	0	0	0	0	-1,146	1	0	0	0	0	0	0	0	0	0	1
210,539	0	Cash loans	F	N	Y	0	81,000	152,820	15,016.5	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.030755	-23,845	365,243	-4,915	-4,072	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	13	0	0	0	0	0	0	XNA	0.776734	0.66703	0.843544	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	0	0	0	0	1	0	0	0	0	0	0	0	1
404,003	0	Cash loans	F	N	Y	0	81,000	101,880	9,922.5	90,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.009549	-16,194	-1,080	-6,873	-4,394	7	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	17	0	0	0	0	0	0	Business Entity Type 2	0.84368	0.653988	0.7463	0.1046	0.0469	0.9811	0.7416	0.0114	0	0.069	0.125	0.1667	0.0476	0.0849	0.0412	0.0019	0.0012	0.0252	0	0.9786	0.719	0.0024	0	0.069	0.0833	0.125	0.0376	0.022	0.02	0	0	0.1057	0.0469	0.9811	0.7451	0.0115	0	0.069	0.125	0.1667	0.0484	0.0864	0.0419	0.0019	0.0012	reg oper spec account	block of flats	0.0164	Stone, brick	No	0	0	0	0	-20	1	0	0	0	0	0	0	0	0	0	0
139,911	0	Cash loans	F	N	Y	0	135,000	288,000	13,423.5	288,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020246	-15,342	-7,820	-2,513	-3,914	7	1	1	0	1	0	0	Laborers	1	3	3	FRIDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.164824	0.223831	0.4907	0.0937	0.9861	0.8232	0	0.08	0.1034	0.3333	0.2083	0.1014	0.0504	0.2028	0	0.0567	0.5	0.0973	0.9861	0.8301	0	0.0806	0.1034	0.3333	0.2083	0.1038	0.0551	0.2113	0	0.06	0.4955	0.0937	0.9861	0.8256	0	0.08	0.1034	0.3333	0.2083	0.1032	0.0513	0.2065	0	0.0579	reg oper account	block of flats	0.1719	Mixed	No	1	0	1	0	-608	1	0	0	0	0	0	0	0	0	0	1
104,428	0	Cash loans	F	Y	Y	0	121,500	900,000	32,017.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-12,942	-1,846	-1,282	-3,152	12	1	1	1	1	0	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.149869	0.536701	0.481249	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	-736	1	0	0	0	0	0	0	0	1	0	3
276,578	0	Cash loans	F	N	Y	0	135,000	497,749.5	25,542	378,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-17,887	-2,415	-2,458	-1,434	7	1	1	0	1	1	0	Accountants	2	2	2	TUESDAY	11	0	0	0	0	0	0	Bank	0.356323	0.549755	0.683269	0.0722	0.0197	0.9767	0.6804	0.0071	0	0.1379	0.1667	0.2083	0.0139	0.0538	0.0504	0.0232	0.0447	0.0735	0.0205	0.9767	0.6929	0.0072	0	0.1379	0.1667	0.2083	0.0142	0.0588	0.0525	0.0233	0.0473	0.0729	0.0197	0.9767	0.6847	0.0072	0	0.1379	0.1667	0.2083	0.0141	0.0547	0.0513	0.0233	0.0456	reg oper account	block of flats	0.0533	Stone, brick	No	0	0	0	0	-2,411	0	0	0	1	0	0	0	0	0	0	1
117,832	0	Revolving loans	F	Y	N	0	112,500	337,500	16,875	337,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.030755	-14,171	-5,022	-1,607	-3,676	9	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	13	0	0	0	0	0	0	Other	0.433087	0.61054	0.563835	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-171	0	0	0	0	0	0	0	0	0	0	0
268,782	0	Cash loans	M	N	Y	0	90,000	723,996	34,960.5	585,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-23,389	-1,026	-9,964	-4,542	7	1	1	0	1	0	0	Core staff	2	2	2	MONDAY	15	0	0	0	0	0	0	Postal	0.356323	0.329582	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	1	5	1	-1,034	1	0	0	0	0	0	0	0	0	0	0
369,400	0	Cash loans	F	N	Y	0	121,500	526,500	27,013.5	526,500	Family	Commercial associate	Higher education	Married	House / apartment	0.026392	-15,563	-1,938	-6,055	-4,474	7	1	1	0	1	1	0	Laborers	2	2	2	SATURDAY	16	0	0	0	0	0	0	Trade: type 7	0.356323	0.565311	0.832785	0.1216	0	0.9916	0.8232	0	0.12	0.1034	0.375	0.2083	0	0.0504	0.1252	0	0.0081	0.1239	0	0.9916	0.8301	0	0.1208	0.1034	0.375	0.2083	0	0.0551	0.1304	0	0.0086	0.1228	0	0.9916	0.8256	0	0.12	0.1034	0.375	0.2083	0	0.0513	0.1274	0	0.0083	reg oper account	block of flats	0.1002	Panel	No	6	1	6	0	-754	1	0	0	0	0	0	0	0	0	0	1
154,643	0	Cash loans	F	N	Y	1	76,500	62,361	6,295.5	58,500	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.022625	-15,589	-4,948	-2,136	-4,040	7	1	1	1	1	0	0	Laborers	3	2	2	SATURDAY	16	0	0	0	0	0	0	Transport: type 4	0.678419	0.580602	0.524496	0.3299	0.26	0.9841	0.7824	0.1322	0.4	0.3448	0.3333	0.375	0.1864	0.269	0.2257	0	0.5123	0.3361	0.2698	0.9841	0.7909	0.1334	0.4028	0.3448	0.3333	0.375	0.1907	0.2938	0.2351	0	0.5424	0.3331	0.26	0.9841	0.7853	0.1331	0.4	0.3448	0.3333	0.375	0.1897	0.2736	0.2297	0	0.5231	reg oper account	block of flats	0.2889	Panel	No	2	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0
299,231	0	Cash loans	F	N	Y	0	112,500	263,686.5	25,816.5	238,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.00702	-20,022	-10,636	-10,722	-3,410	7	1	1	1	1	0	0	Laborers	2	2	2	WEDNESDAY	16	0	0	0	0	1	1	Government	0.621713	0.676351	0.54781	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,115	1	0	0	0	0	0	0	0	0	2	2
179,749	0	Revolving loans	F	N	Y	0	157,500	450,000	22,500	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-16,380	-1,912	-1,708	-2,198	7	1	1	0	1	1	0	Laborers	2	2	2	WEDNESDAY	13	0	0	0	0	0	0	Self-employed	0.423579	0.51768	0.181959	0.0082	0	0.9712	0.6056	0.0008	0	0.0345	0.0417	0.0833	0	0.0504	0.0056	0	0	0.0084	0	0.9712	0.621	0.0008	0	0.0345	0.0417	0.0833	0	0.0551	0.0059	0	0	0.0083	0	0.9712	0.6109	0.0008	0	0.0345	0.0417	0.0833	0	0.0513	0.0057	0	0	reg oper account	block of flats	0.008	Stone, brick	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
445,879	0	Cash loans	F	Y	Y	0	144,000	508,495.5	21,672	454,500	Family	Working	Higher education	Married	House / apartment	0.031329	-23,145	-2,508	-4,683	-4,942	13	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Industry: type 11	0.356323	0.716025	0.576209	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	1	7	1	-687	1	0	0	0	0	0	0	0	0	2	2
329,361	0	Cash loans	F	N	Y	0	112,500	445,500	35,325	445,500	Other_A	Working	Secondary / secondary special	Civil marriage	Rented apartment	0.014464	-17,677	-813	-6,844	-1,229	7	1	1	0	1	0	0	Cleaning staff	2	2	2	SUNDAY	6	0	0	0	1	1	0	Business Entity Type 3	0.533723	0.605981	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
309,231	0	Cash loans	M	Y	Y	2	270,000	835,380	40,320	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.014464	-18,026	-663	-4,904	-1,570	18	1	1	0	1	0	0	Drivers	4	2	2	SATURDAY	5	0	0	0	0	0	0	Business Entity Type 3	0.525388	0.373644	0.617826	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-928	0	0	1	0	0	0	0	0	0	0	6
180,934	0	Cash loans	F	N	Y	1	67,500	835,380	40,320	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-17,560	-887	-43	-985	7	1	1	0	1	0	0	Core staff	3	3	3	THURSDAY	7	0	0	0	0	0	0	Self-employed	0.523838	0.492956	0.7463	0.0825	0.0827	0.9732	0.8232	0	0	0.1379	0.1667	0.2083	0.0679	0.0504	0.0694	0	0	0.084	0.0859	0.9732	0.8301	0	0	0.1379	0.1667	0.2083	0.0694	0.0551	0.0723	0	0	0.0833	0.0827	0.9732	0.8256	0	0	0.1379	0.1667	0.2083	0.069	0.0513	0.0707	0	0	reg oper account	block of flats	0.0855	Panel	No	2	0	2	0	-867	1	0	0	0	0	0	0	0	0	2	3
121,637	0	Cash loans	M	N	Y	0	85,500	640,080	29,970	450,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.010147	-19,413	-699	-8,340	-2,838	7	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	9	0	0	0	0	0	0	Other	0.356323	0.514217	0.7463	0.1227	0	0.9886	0.8436	0.0207	0	0.2759	0.1667	0.2083	0	0.1	0.1227	0	0	0.125	0	0.9886	0.8497	0.0209	0	0.2759	0.1667	0.2083	0	0.1093	0.1279	0	0	0.1239	0	0.9886	0.8457	0.0208	0	0.2759	0.1667	0.2083	0	0.1018	0.1249	0	0	reg oper spec account	block of flats	0.1078	Panel	No	7	0	7	0	-127	1	0	0	0	0	0	0	0	0	0	0
250,050	0	Cash loans	F	Y	Y	1	540,000	1,528,200	53,118	1,350,000	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.04622	-10,604	-671	-4,292	-3,256	3	1	1	1	1	1	0	Managers	2	1	1	FRIDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.850464	0.643384	0.406617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	0	3	0	-1,910	0	0	0	1	0	0	0	0	1	0	2
343,251	0	Cash loans	F	N	N	1	270,000	855,000	24,633	855,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.015221	-10,985	-2,755	-10,961	-2,142	7	1	1	0	1	1	0	Laborers	3	2	2	WEDNESDAY	10	0	0	0	1	0	1	Transport: type 4	0.652103	0.190219	0.622922	0.0577	0.0833	0.9786	0.8232	0	0	0.1379	0.1667	0.2083	0.0351	0.0504	0.0536	0	0.0923	0.0588	0.0864	0.9786	0.8301	0	0	0.1379	0.1667	0.2083	0.0359	0.0551	0.0559	0	0.0977	0.0583	0.0833	0.9786	0.8256	0	0	0.1379	0.1667	0.2083	0.0357	0.0513	0.0546	0	0.0942	reg oper account	block of flats	0.0765	Stone, brick	No	7	2	7	1	-1,134	1	0	0	0	0	1	0	0	0	0	0
234,856	0	Cash loans	F	Y	Y	2	270,000	350,581.5	36,814.5	333,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-10,384	-996	-4,979	-2,704	65	1	1	0	1	1	0	Drivers	4	1	1	THURSDAY	15	0	0	0	0	1	1	Self-employed	0.296101	0.681281	0.130129	0.0887	0	0.9886	0.8232	0	0.08	0.0917	0.2917	0.2083	0	0.0504	0	0	0	0.0378	0	0.9871	0.8301	0	0.1208	0.1034	0.1667	0.2083	0	0.0551	0	0	0	0.1093	0	0.9891	0.8256	0	0.12	0.1034	0.3333	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0515	Panel	No	3	0	3	0	-605	0	0	0	1	0	0	0	0	0	1	3
177,394	0	Cash loans	M	Y	Y	0	90,000	208,854	20,475	184,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.04622	-24,830	365,243	-5,409	-4,255	25	1	0	0	1	0	0	Laborers	2	1	1	SUNDAY	13	0	0	0	0	0	0	XNA	0.878482	0.659622	0.771362	0.0825	0.0633	0.9757	0.6668	0.0071	0	0.1379	0.1667	0.2083	0.0331	0.0672	0.0691	0	0	0.084	0.0657	0.9757	0.6798	0.0072	0	0.1379	0.1667	0.2083	0.0338	0.0735	0.072	0	0	0.0833	0.0633	0.9757	0.6713	0.0072	0	0.1379	0.1667	0.2083	0.0336	0.0684	0.0703	0	0	reg oper account	block of flats	0.0582	Panel	No	0	0	0	0	-1,701	0	0	0	1	0	0	0	0	0	0	2
343,331	0	Cash loans	F	Y	N	0	225,000	1,755,000	48,262.5	1,755,000	Unaccompanied	Commercial associate	Incomplete higher	Single / not married	With parents	0.032561	-10,492	-329	-229	-3,155	9	1	1	0	1	0	0	Laborers	1	1	1	FRIDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.654949	0.671498	0.408359	0.0485	0	0.9588	0.4356	0.0275	0	0.4138	0.1667	0.2083	0	0.0395	0.1583	0	0	0.0494	0	0.9588	0.4577	0.0278	0	0.4138	0.1667	0.2083	0	0.0432	0.1649	0	0	0.0489	0	0.9588	0.4431	0.0277	0	0.4138	0.1667	0.2083	0	0.0402	0.1611	0	0	reg oper account	block of flats	0.1395	Stone, brick	No	0	0	0	0	-192	1	0	0	0	1	0	1	0	0	0	2
139,381	0	Cash loans	F	N	N	0	99,000	215,640	15,138	180,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-21,241	365,243	-5,680	-4,778	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.057509	0.579727	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	1
194,925	0	Cash loans	F	N	Y	0	202,500	808,650	23,773.5	675,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.006008	-18,356	-1,096	-8,975	-1,773	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.049217	0.684828	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-461	1	0	0	0	0	0	0	0	0	0	0
237,340	0	Cash loans	F	N	N	0	360,000	1,125,000	36,292.5	1,125,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.020713	-12,126	-1,407	-6,010	-595	7	1	1	0	1	1	0	Accountants	2	3	2	SATURDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.449179	0.377686	0.497469	0.0784	0.0789	0.9752	0.6396	0.0115	0	0.1379	0.1667	0.2083	0.051	0.0639	0.0642	0	0	0.0798	0.0819	0.9737	0.6537	0.0116	0	0.1379	0.1667	0.2083	0.0522	0.0698	0.0646	0	0	0.0791	0.0789	0.9752	0.6444	0.0116	0	0.1379	0.1667	0.2083	0.0519	0.065	0.0654	0	0	reg oper account	block of flats	0.0523	Stone, brick	No	6	1	6	0	-61	0	1	0	0	0	0	0	0	1	0	0
416,076	0	Cash loans	F	N	Y	0	112,500	544,491	17,563.5	454,500	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.072508	-19,374	-8,241	-6,837	-1,628	7	1	1	0	1	0	0	Medicine staff	1	1	1	MONDAY	14	0	0	0	0	0	0	Medicine	0.356323	0.75791	0.7463	0.0943	0	0.9752	0.66	0.0266	0.1	0.069	0.3958	0.4375	0	0.0769	0.0805	0	0	0.0788	0	0.9752	0.6733	0.0241	0.0806	0.0345	0.3333	0.375	0	0.0689	0.0746	0	0	0.0952	0	0.9752	0.6645	0.0268	0.1	0.069	0.3958	0.4375	0	0.0782	0.082	0	0	reg oper account	block of flats	0.0563	Block	No	0	0	0	0	-1,164	1	0	0	0	0	0	0	0	0	0	0
357,490	0	Cash loans	F	N	Y	0	315,000	701,631	30,906	558,000	Family	Pensioner	Secondary / secondary special	Widow	House / apartment	0.018801	-21,831	365,243	-11,852	-5,215	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	13	0	0	0	0	0	0	XNA	0.490733	0.664266	0.631355	0.0412	0.03	0.9747	0.6532	0.0037	0	0.069	0.1667	0.2083	0.0324	0.0328	0.0307	0.0039	0.0029	0.042	0.0312	0.9747	0.6668	0.0038	0	0.069	0.1667	0.2083	0.0332	0.0358	0.032	0.0039	0.0031	0.0416	0.03	0.9747	0.6578	0.0038	0	0.069	0.1667	0.2083	0.033	0.0333	0.0312	0.0039	0.003	reg oper account	block of flats	0.0248	Stone, brick	No	0	0	0	0	-1,826	1	0	0	0	0	0	0	0	0	0	8
204,451	0	Cash loans	F	N	Y	1	90,000	129,384	10,503	108,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018029	-10,372	-1,611	-3,439	-3,052	7	1	1	0	1	0	0	Cooking staff	2	3	2	FRIDAY	8	0	0	0	0	0	0	Self-employed	0.356323	0.60789	0.7463	0.0629	0.0615	0.9771	0.6872	0.0138	0	0.1724	0.1667	0.2083	0.0635	0.0504	0.0541	0.0039	0.0955	0.0641	0.0638	0.9772	0.6994	0.0139	0	0.1724	0.1667	0.2083	0.065	0.0551	0.0564	0.0039	0.1011	0.0635	0.0615	0.9771	0.6914	0.0138	0	0.1724	0.1667	0.2083	0.0646	0.0513	0.0551	0.0039	0.0975	reg oper account	block of flats	0.0709	Panel	No	7	0	7	0	-700	1	0	0	0	0	0	0	0	0	0	0
217,816	0	Cash loans	M	N	Y	1	121,500	198,666	13,405.5	175,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-14,854	-984	-5,131	-4,467	7	1	1	1	1	1	0	Security staff	3	3	3	THURSDAY	7	0	0	0	0	1	1	Industry: type 3	0.340021	0.399445	0.45969	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	4	0	-1,973	1	0	0	0	0	0	0	0	0	0	6
412,102	0	Cash loans	F	N	Y	0	90,000	755,190	30,078	675,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.031329	-20,952	-13,095	-7,123	-4,137	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	0	Hotel	0.356323	0.363285	0.597192	0.0711	0.0566	0.9891	0.8504	0.0126	0	0.1724	0.1667	0.2083	0.0818	0.058	0.0633	0	0.0073	0.0567	0.0587	0.9876	0.8367	0.01	0	0.1379	0.1667	0.2083	0.0612	0.0496	0.0504	0	0	0.0718	0.0566	0.9891	0.8524	0.0127	0	0.1724	0.1667	0.2083	0.0832	0.059	0.0644	0	0.0075	reg oper spec account	block of flats	0.0466	Block	No	2	2	2	1	-426	1	0	0	0	0	0	0	0	0	0	1
365,790	0	Cash loans	F	N	Y	0	117,000	755,190	28,894.5	675,000	Family	State servant	Higher education	Civil marriage	House / apartment	0.006852	-10,309	-1,113	-4,235	-2,825	7	1	1	0	1	0	0	Managers	2	3	3	MONDAY	6	0	0	0	1	1	0	University	0.251564	0.168842	0.53707	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	1	2	0	-850	1	0	0	0	0	0	0	0	0	0	0
412,795	0	Cash loans	M	Y	Y	0	450,000	900,000	46,084.5	900,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.015221	-17,121	-7,248	-2,954	-681	3	1	1	1	1	1	0	Laborers	2	2	2	THURSDAY	11	0	0	0	0	0	0	Military	0.356323	0.673405	0.707699	0.0722	0.0535	0.9866	0.8232	0	0.08	0.069	0.3333	0.2083	0.0354	0.0504	0.0784	0	0.0749	0.0735	0.0555	0.9866	0.8301	0	0.0806	0.069	0.3333	0.2083	0.0362	0.0551	0.0817	0	0.0792	0.0729	0.0535	0.9866	0.8256	0	0.08	0.069	0.3333	0.2083	0.036	0.0513	0.0798	0	0.0764	reg oper account	block of flats	0.1062	Panel	No	1	0	1	0	-873	0	0	0	1	0	0	0	0	0	0	0
292,684	0	Cash loans	F	N	N	1	58,500	450,000	19,953	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.026392	-10,314	-786	-3,366	-70	7	1	1	0	1	0	0	Medicine staff	3	2	2	MONDAY	14	0	0	0	1	1	0	Medicine	0.285373	0.657764	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-469	1	0	0	0	0	0	0	0	0	0	0
176,564	0	Cash loans	M	N	Y	0	180,000	781,920	47,965.5	675,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.00496	-20,094	-1,612	-1,214	-2,103	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	15	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.625832	0.729567	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-352	1	0	0	0	0	0	0	0	0	0	0
235,832	0	Cash loans	F	N	Y	0	103,500	286,704	12,276	247,500	Family	Pensioner	Secondary / secondary special	Widow	House / apartment	0.011703	-22,807	365,243	-6,295	-4,670	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.700108	0.58499	0.0608	0.1068	0.9667	0.5444	0.0236	0	0.2414	0.1667	0.1667	0.1683	0.0471	0.0857	0.0116	0.1226	0.062	0.1108	0.9667	0.5622	0.0238	0	0.2414	0.1667	0.1667	0.1721	0.0514	0.0893	0.0117	0.1298	0.0614	0.1068	0.9667	0.5505	0.0237	0	0.2414	0.1667	0.1667	0.1712	0.0479	0.0873	0.0116	0.1252	reg oper spec account	block of flats	0.107	Stone, brick	No	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
113,157	0	Cash loans	F	N	N	0	112,500	254,700	23,697	225,000	Family	Commercial associate	Higher education	Widow	House / apartment	0.010276	-21,203	-472	-3,732	-3,288	7	1	1	0	1	0	0	Core staff	1	2	2	SATURDAY	17	0	0	0	0	0	0	Kindergarten	0.356323	0.477199	0.382502	0.0732	0	0.9876	0.8232	0	0.04	0.0345	0.3333	0.2083	0.0117	0.0504	0.0661	0	0.0014	0.0746	0	0.9876	0.8301	0	0.0403	0.0345	0.3333	0.2083	0.012	0.0551	0.0689	0	0.0015	0.0739	0	0.9876	0.8256	0	0.04	0.0345	0.3333	0.2083	0.0119	0.0513	0.0673	0	0.0014	reg oper account	block of flats	0.052	Stone, brick	No	1	0	1	0	-4	0	0	1	0	0	0	0	0	0	0	0
279,228	0	Cash loans	F	N	N	0	67,500	276,277.5	25,470	238,500	Unaccompanied	Commercial associate	Incomplete higher	Married	Rented apartment	0.008068	-8,800	-845	-3,612	-1,324	7	1	1	0	1	0	0	Laborers	2	3	3	FRIDAY	11	0	0	0	1	1	0	Business Entity Type 3	0.293224	0.545128	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,397	1	0	0	0	0	0	0	0	0	0	0
230,221	0	Cash loans	M	N	Y	0	90,000	787,500	23,157	787,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.018209	-19,115	-3,794	-7,180	-2,527	7	1	1	0	1	0	0	Laborers	1	3	3	TUESDAY	9	0	0	0	0	0	0	Transport: type 4	0.40764	0.55999	0.832785	0.0928	0.099	0.9786	0.7076	0.0119	0	0.2069	0.1667	0.0417	0.068	0.0756	0.0874	0	0	0.0945	0.1027	0.9786	0.719	0.012	0	0.2069	0.1667	0.0417	0.0696	0.0826	0.091	0	0	0.0937	0.099	0.9786	0.7115	0.012	0	0.2069	0.1667	0.0417	0.0692	0.077	0.089	0	0	reg oper account	block of flats	0.0752	Stone, brick	No	0	0	0	0	-229	1	0	0	0	0	0	0	0	1	0	0
409,889	0	Cash loans	F	N	Y	2	76,500	521,280	25,209	450,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.022625	-13,501	-219	-2,688	-5,626	7	1	1	1	1	1	0	High skill tech staff	4	2	2	TUESDAY	10	0	0	0	0	0	0	Other	0.527841	0.446047	0.65126	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-571	1	0	0	0	0	0	0	0	0	1	2
280,942	0	Cash loans	M	Y	N	1	135,000	156,384	12,231	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-17,280	-345	-6,194	-778	13	1	1	0	1	0	0	Laborers	3	2	2	THURSDAY	11	0	1	1	0	1	1	Business Entity Type 3	0.356323	0.246599	0.365617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
128,678	0	Cash loans	M	N	N	0	247,500	447,768	47,511	405,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019101	-9,827	-256	-4,058	-2,507	7	1	1	1	1	0	0	Drivers	2	2	2	TUESDAY	13	0	1	1	1	1	1	Other	0.356323	0.631778	0.639708	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-942	1	0	0	0	0	0	0	0	0	0	1
412,245	0	Cash loans	M	N	Y	0	135,000	50,940	5,616	45,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.009657	-19,177	-1,791	-2,734	-2,609	7	1	1	0	1	1	1	Laborers	2	2	2	SATURDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.491447	0.190706	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-405	1	0	0	0	0	0	0	0	0	0	2
385,311	0	Cash loans	F	N	Y	0	108,000	157,500	6,066	157,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	Municipal apartment	0.005002	-19,983	365,243	-8,802	-3,502	7	1	0	0	1	1	0	Laborers	1	3	3	FRIDAY	14	0	0	0	0	0	0	XNA	0.356323	0.575316	0.497469	0.0082	0	0.9677	0.8232	0	0	0.0345	0.0417	0.2083	0	0.0504	0.0081	0	0	0.0084	0	0.9677	0.8301	0	0	0.0345	0.0417	0.2083	0	0.0551	0.0085	0	0	0.0083	0	0.9677	0.8256	0	0	0.0345	0.0417	0.2083	0	0.0513	0.0083	0	0	reg oper account	block of flats	0.0064	Wooden	No	2	0	2	0	-1,192	1	0	0	0	0	0	0	0	0	1	3
114,162	0	Cash loans	M	N	Y	0	157,500	288,873	18,589.5	238,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.031329	-16,092	-1,185	-8,319	-4,796	7	1	1	0	1	0	0	Laborers	1	2	2	SATURDAY	12	0	0	0	0	0	0	Construction	0.652981	0.782949	0.736623	0.0825	0	0.9871	0.8232	0	0.36	0.3103	0.3333	0.2083	0	0.0504	0.3503	0	0	0.084	0	0.9871	0.8301	0	0.3625	0.3103	0.3333	0.2083	0	0.0551	0.365	0	0	0.0833	0	0.9871	0.8256	0	0.36	0.3103	0.3333	0.2083	0	0.0513	0.3566	0	0	reg oper account	block of flats	0.2755	Panel	No	1	0	1	0	-1,683	1	0	0	0	0	0	0	0	0	0	3
144,034	0	Cash loans	F	N	Y	0	180,000	573,408	29,407.5	495,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010643	-17,994	-2,647	-12,048	-1,531	7	1	1	0	1	0	0	Sales staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Self-employed	0.689158	0.555777	0.785052	0.0031	0	0.9513	0.8232	0	0	0.1379	0.0417	0.2083	0.0131	0.0504	0	0	0	0.0032	0	0.9513	0.8301	0	0	0.1379	0.0417	0.2083	0.0093	0.0551	0	0	0	0.0031	0	0.9513	0.8256	0	0	0.1379	0.0417	0.2083	0.0133	0.0513	0	0	0	reg oper account	block of flats	0.0027	Panel	Yes	0	0	0	0	-1,282	1	0	0	0	0	0	0	0	0	0	3
122,837	0	Cash loans	M	Y	N	2	141,750	592,560	32,274	450,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.006296	-14,033	-1,186	-4,540	-4,542	24	1	1	0	1	0	0	Laborers	4	3	3	MONDAY	13	0	0	0	0	1	1	Business Entity Type 3	0.356183	0.219599	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-269	0	0	0	1	0	0	0	0	0	0	1
306,240	0	Cash loans	F	N	N	0	117,000	781,920	25,411.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-20,825	365,243	-1,636	-3,361	7	1	0	0	1	1	0	Laborers	2	3	3	FRIDAY	8	0	0	0	0	0	0	XNA	0.356323	0.227485	0.626304	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,545	0	0	1	0	0	0	0	0	0	0	2
273,292	0	Cash loans	F	N	N	1	90,000	273,636	29,164.5	247,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.018801	-17,426	-766	-1,097	-957	7	1	1	0	1	0	0	Sales staff	2	2	2	TUESDAY	9	0	0	0	0	0	0	Self-employed	0.5155	0.399592	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-541	1	0	0	0	0	0	0	0	0	0	0
166,229	0	Cash loans	M	N	Y	1	45,000	247,275	17,716.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-17,273	365,243	-4,556	-724	7	1	0	0	1	0	0	Laborers	3	3	3	MONDAY	6	0	0	0	0	0	0	XNA	0.356323	0.162192	0.616122	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-916	0	0	1	0	0	0	0	0	0	0	1
123,786	0	Cash loans	F	N	N	0	86,850	247,675.5	16,141.5	229,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.018634	-24,849	365,243	-1,252	-4,863	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	10	0	0	0	0	0	0	XNA	0.356323	0.444551	0.771362	0.0928	0	0.9806	0.8232	0	0	0.2069	0.1667	0.2083	0.0202	0.0504	0.0545	0	0.0923	0.0945	0	0.9806	0.8301	0	0	0.2069	0.1667	0.2083	0.0207	0.0551	0.0568	0	0.0977	0.0937	0	0.9806	0.8256	0	0	0.2069	0.1667	0.2083	0.0206	0.0513	0.0555	0	0.0942	reg oper account	block of flats	0.0619	Panel	No	0	0	0	0	-4	0	0	1	0	0	0	0	0	0	0	1
146,030	0	Cash loans	F	N	N	0	157,500	508,495.5	21,672	454,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.022625	-9,736	-954	-3,796	-2,172	7	1	1	0	1	0	0	Accountants	1	2	2	THURSDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.612952	0.754009	0.583238	0.0856	0.0774	0.9737	0.6396	0.007	0	0.1379	0.1667	0.2083	0.0533	0.0672	0.0656	0.0116	0.0081	0.0872	0.0803	0.9737	0.6537	0.0071	0	0.1379	0.1667	0.2083	0.0546	0.0735	0.0684	0.0117	0.0086	0.0864	0.0774	0.9737	0.6444	0.0071	0	0.1379	0.1667	0.2083	0.0543	0.0684	0.0668	0.0116	0.0083	reg oper account	block of flats	0.0525	Block	No	0	0	0	0	-2,076	1	0	0	0	0	0	0	0	0	1	5
225,447	0	Cash loans	F	N	Y	0	270,000	254,700	14,350.5	225,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.035792	-23,837	365,243	-2,530	-5,117	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	12	0	0	0	0	0	0	XNA	0.356323	0.651669	0.684828	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,523	0	0	1	0	0	0	0	0	0	0	1
113,142	0	Cash loans	F	N	Y	0	173,250	501,435	23,503.5	414,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.002042	-22,406	365,243	-3,345	-4,172	7	1	0	0	1	1	0	Laborers	1	3	3	MONDAY	17	0	0	0	0	0	0	XNA	0.708896	0.495164	0.289611	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,145	0	0	1	0	0	0	0	0	0	0	0
304,663	0	Cash loans	F	Y	Y	2	157,500	1,288,350	37,800	1,125,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010966	-14,575	-431	-5,791	-4,373	7	1	1	0	1	0	0	Laborers	4	2	2	WEDNESDAY	12	0	0	0	0	0	0	Industry: type 3	0.340146	0.686876	0.54781	0.0784	0.0869	0.9767	0.8232	0.0094	0	0.1379	0.1667	0.2083	0.0942	0.0504	0.0726	0.0116	0.0157	0.0798	0.0902	0.9767	0.8301	0.0095	0	0.1379	0.1667	0.2083	0.0964	0.0551	0.0757	0.0117	0.0166	0.0791	0.0869	0.9767	0.8256	0.0095	0	0.1379	0.1667	0.2083	0.0959	0.0513	0.074	0.0116	0.016	reg oper spec account	block of flats	0.0598	Panel	No	0	0	0	0	-1,796	1	0	0	0	0	0	0	0	0	0	1
207,531	0	Cash loans	F	N	Y	0	103,500	808,650	26,086.5	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.022625	-19,917	-3,746	-9,714	-1,244	7	1	1	1	1	1	0	Managers	2	2	2	WEDNESDAY	14	0	0	0	0	0	0	Industry: type 11	0.590965	0.679674	0.524496	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	1	2	1	-1,402	1	0	0	0	0	0	0	0	0	0	2
316,175	0	Cash loans	M	Y	Y	1	315,000	1,509,948	44,280	1,318,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.007274	-15,811	-2,755	-3,436	-5,048	4	1	1	0	1	0	0	Core staff	3	2	2	TUESDAY	11	0	1	1	0	0	0	Emergency	0.271795	0.7026	0.368969	0.1031	0.0963	0.9816	0.7484	0.0575	0	0.2069	0.1667	0.2083	0.0199	0.0841	0.0913	0	0	0.105	0.1	0.9816	0.7583	0.0581	0	0.2069	0.1667	0.2083	0.0204	0.0918	0.0952	0	0	0.1041	0.0963	0.9816	0.7518	0.0579	0	0.2069	0.1667	0.2083	0.0203	0.0855	0.093	0	0	reg oper account	block of flats	0.1033	Stone, brick	No	0	0	0	0	-2,217	1	0	0	0	0	0	0	0	0	0	1
256,000	0	Cash loans	F	N	Y	1	135,000	1,324,422	36,549	1,156,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-17,430	-1,384	-6,977	-795	7	1	1	0	1	0	0	Laborers	3	2	2	SUNDAY	16	0	0	0	0	0	0	Self-employed	0.356323	0.685973	0.616122	0.066	0.0607	0.9781	0.8232	0	0	0.1379	0.1667	0.2083	0.061	0.0504	0.0513	0	0.0719	0.0672	0.063	0.9782	0.8301	0	0	0.1379	0.1667	0.2083	0.0624	0.0551	0.0534	0	0.0761	0.0666	0.0607	0.9781	0.8256	0	0	0.1379	0.1667	0.2083	0.0621	0.0513	0.0522	0	0.0734	reg oper account	block of flats	0.0564	Stone, brick	No	0	0	0	0	-1,581	1	0	0	0	0	0	0	0	0	1	5
229,717	0	Cash loans	F	N	Y	2	225,000	1,185,120	39,298.5	900,000	Unaccompanied	Working	Higher education	Married	Co-op apartment	0.035792	-15,377	-341	-7,184	-4,311	7	1	1	0	1	0	0	Laborers	4	2	2	WEDNESDAY	11	0	0	0	0	1	1	Trade: type 7	0.349026	0.684095	0.267869	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,065	1	0	0	0	0	0	0	0	0	0	0
354,030	0	Cash loans	F	N	Y	0	90,000	239,850	22,324.5	225,000	Family	Commercial associate	Higher education	Married	House / apartment	0.019101	-11,524	-2,007	-3,764	-4,076	7	1	1	0	1	1	0	Accountants	2	2	2	SATURDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.626377	0.528181	0.46866	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-542	1	0	0	0	0	0	0	0	0	0	0
403,469	0	Cash loans	M	N	Y	1	180,000	269,550	14,751	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00496	-14,477	-300	-353	-3,025	7	1	1	0	1	1	0	Drivers	3	2	2	SATURDAY	13	0	0	0	0	1	1	Construction	0.632343	0.661843	0.684828	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-464	0	0	0	1	0	0	0	0	0	1	1
360,758	0	Cash loans	F	N	N	2	63,000	113,760	7,731	90,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	Municipal apartment	0.003813	-14,389	-3,082	-96	-4,637	7	1	1	0	1	0	0	Security staff	3	2	2	MONDAY	8	0	0	0	0	1	1	Self-employed	0.356323	0.227601	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-111	1	0	0	0	0	0	0	0	0	0	0
297,184	0	Cash loans	F	Y	Y	0	157,500	156,384	17,815.5	135,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.030755	-9,821	-1,214	-4,080	-2,500	8	1	1	0	1	0	0	Sales staff	1	2	2	SUNDAY	15	0	0	0	1	1	0	Industry: type 3	0.356323	0.588313	0.445396	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	1	3	1	-2,799	1	0	0	0	0	0	0	0	1	0	1
432,603	0	Cash loans	F	N	Y	0	247,500	1,125,000	40,540.5	1,125,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.006671	-20,853	365,243	-4,382	-124	7	1	0	0	1	0	1	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	0	XNA	0.774487	0.712965	0.336062	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-457	0	0	1	0	0	0	0	0	0	0	2
139,614	1	Cash loans	F	Y	Y	0	202,500	719,860.5	48,429	679,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.04622	-19,779	365,243	-6,450	-3,276	3	1	0	0	1	0	0	Laborers	2	1	1	FRIDAY	13	0	0	0	0	0	0	XNA	0.356323	0.723037	0.792264	0.1495	0.0727	0.9886	0.8436	0.0349	0.12	0.1034	0.3608	0.4025	0	0.1219	0.1562	0	0	0.0368	0.0314	0.9861	0.8171	0.0098	0.0403	0.0345	0.375	0.4167	0	0.0321	0.0527	0	0	0.1124	0.0638	0.9861	0.8121	0.0157	0.12	0.1034	0.375	0.4167	0	0.0923	0.1186	0	0	reg oper account	block of flats	0.2406	Stone, brick	No	0	0	0	0	-597	0	0	1	0	0	0	0	1	0	2	2
187,533	0	Cash loans	F	N	N	1	135,000	688,500	20,259	688,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.008625	-10,254	-2,192	-4,111	-2,185	7	1	1	1	1	0	0	Core staff	3	2	2	WEDNESDAY	15	0	0	0	0	1	1	Culture	0.356323	0.593103	0.528093	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,695	1	0	0	0	0	0	0	0	0	2	0
282,604	0	Cash loans	F	N	N	2	153,000	454,500	18,022.5	454,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.020713	-13,508	-2,243	-3,998	-3,788	7	1	1	1	1	0	0	Laborers	4	3	3	THURSDAY	16	0	0	0	0	1	1	Government	0.484093	0.57854	0.269286	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,737	1	0	0	0	0	0	0	0	0	0	0
138,868	0	Cash loans	F	N	N	0	225,000	431,280	20,745	360,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.02461	-19,729	-1,488	-7,692	-3,264	7	1	1	0	1	1	0	Private service staff	2	2	2	THURSDAY	15	0	1	1	0	1	1	Other	0.356323	0.705657	0.404878	0.0196	0	0.9851	0.8232	0	0	0.1034	0.0417	0.2083	0	0.0504	0	0	0	0.02	0	0.9851	0.8301	0	0	0.1034	0.0417	0.2083	0	0.0551	0	0	0	0.0198	0	0.9851	0.8256	0	0	0.1034	0.0417	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0136	Stone, brick	No	0	0	0	0	-1,436	1	0	0	0	0	0	0	1	0	2	2
125,220	0	Cash loans	F	N	N	0	225,000	180,000	9,189	180,000	Unaccompanied	State servant	Higher education	Separated	Municipal apartment	0.008625	-12,345	-260	-6,449	-3,173	7	1	1	1	1	0	1	Core staff	1	2	2	SATURDAY	12	1	1	0	1	1	0	School	0.695747	0.70602	0.094452	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-483	0	1	0	0	0	0	0	0	0	0	4
152,488	0	Cash loans	M	N	Y	0	81,000	381,528	22,032	315,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010643	-17,743	-219	-4,131	-1,048	7	1	1	0	1	1	0	Cleaning staff	2	2	2	SATURDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.720523	0.678535	0.749022	0.0918	0.1176	0.9861	0.8232	0	0	0.2069	0.1667	0.2083	0.1104	0.0504	0.0536	0	0.0016	0.0935	0.1221	0.9861	0.8301	0	0	0.2069	0.1667	0.2083	0.113	0.0551	0.0558	0	0.0017	0.0926	0.1176	0.9861	0.8256	0	0	0.2069	0.1667	0.2083	0.1124	0.0513	0.0546	0	0.0016	reg oper account	block of flats	0.0735	Panel	No	0	0	0	0	-656	1	0	0	0	0	0	0	0	0	0	1
375,491	0	Cash loans	M	Y	N	0	225,000	225,000	10,620	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010006	-18,614	-2,173	-804	-1,567	18	1	1	0	1	0	0	Drivers	1	2	2	THURSDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.62847	0.3808	0.3268	0.2138	0.997	0.9592	0.2298	0.36	0.3103	0.3333	0.375	0.2193	0.2631	0.3633	0.0154	0.0497	0.333	0.2219	0.997	0.9608	0.2319	0.3625	0.3103	0.3333	0.375	0.2243	0.2874	0.3785	0.0156	0.0526	0.33	0.2138	0.997	0.9597	0.2312	0.36	0.3103	0.3333	0.375	0.2231	0.2676	0.3698	0.0155	0.0507	reg oper account	block of flats	0.2857	Panel	No	0	0	0	0	-675	0	0	0	1	0	0	0	0	0	0	3