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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_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_9 int64 0 1	FLAG_DOCUMENT_11 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	AMT_REQ_CREDIT_BUREAU_DAY float64 0 4	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
375,764	0	Cash loans	F	N	N	0	90,000	781,920	25,839	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.022625	-20,653	365,243	-13,980	-3,983	7	1	0	0	1	1	0	Laborers	2	2	2	SUNDAY	15	0	0	0	0	0	0	XNA	0.356323	0.606894	0.768808	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	-1,697	1	0	0	0	0	0	0	0	1	1	1
259,808	0	Cash loans	F	N	N	0	315,000	1,057,500	41,940	1,057,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-18,538	-2,660	-820	-2,070	7	1	1	1	1	0	0	High skill tech staff	2	2	2	MONDAY	20	0	0	0	0	0	0	Industry: type 11	0.356323	0.235908	0.244516	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	-320	1	0	0	0	0	0	0	0	1	1	1
361,025	1	Cash loans	M	Y	Y	0	144,000	1,078,200	31,522.5	900,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.010966	-21,143	-7,274	-9,782	-4,509	12	1	1	1	1	1	0	Laborers	2	2	2	FRIDAY	12	0	0	0	0	1	1	Emergency	0.356323	0.203572	0.772631	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	-599	1	0	0	0	0	0	0	0	1	0	2
355,037	0	Cash loans	M	N	Y	0	135,000	497,520	32,521.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011703	-20,757	-791	-2,502	-3,805	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.285898	0.7463	0.066	0.058	0.9727	0.626	0	0	0.1379	0.1667	0.2083	0.0686	0.0504	0.0634	0	0	0.0672	0.0602	0.9727	0.6406	0	0	0.1379	0.1667	0.2083	0.0702	0.0551	0.066	0	0	0.0666	0.058	0.9727	0.631	0	0	0.1379	0.1667	0.2083	0.0698	0.0513	0.0645	0	0	reg oper account	block of flats	0.0536	Stone, brick	No	0	0	0	0	-483	1	0	0	0	0	0	0	0	0	0	0
260,042	0	Cash loans	F	N	N	0	225,000	971,280	50,292	900,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.008019	-11,346	-574	-864	-1,564	7	1	1	0	1	1	0	Core staff	2	2	2	FRIDAY	19	0	1	1	0	1	1	Business Entity Type 2	0.582896	0.528846	0.270707	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	-518	0	0	0	0	0	0	0	0	0	0	0
198,594	0	Cash loans	M	N	Y	2	76,500	62,554.5	6,696	54,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.018634	-13,563	-1,264	-7,691	-4,487	7	1	1	0	1	0	0	Laborers	4	2	2	WEDNESDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.214877	0.538413	0.750375	0.0454	0.0349	0.9513	0.8232	0	0	0.0345	0.125	0.2083	0.0343	0.0504	0.021	0	0	0.0462	0.0362	0.9513	0.8301	0	0	0.0345	0.125	0.2083	0.0351	0.0551	0.0219	0	0	0.0458	0.0349	0.9513	0.8256	0	0	0.0345	0.125	0.2083	0.0349	0.0513	0.0214	0	0	reg oper account	block of flats	0.0251	Stone, brick	No	6	0	6	0	-304	0	0	1	0	0	0	0	0	0	0	3
430,562	0	Cash loans	F	Y	Y	0	135,000	170,640	11,034	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.006629	-22,262	365,243	-8,560	-4,637	65	1	0	0	1	1	0	Laborers	1	2	2	MONDAY	8	0	0	0	0	0	0	XNA	0.356323	0.416774	0.367291	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	0	0	0	1
175,824	0	Cash loans	M	Y	N	0	225,000	2,013,840	55,377	1,800,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-19,621	-1,748	-7,243	-3,176	1	1	1	0	1	1	1	Managers	2	1	1	WEDNESDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.771497	0.7463	0.0928	0.0782	0.9757	0.8232	0	0	0.2069	0.1667	0.2083	0	0.0504	0.0509	0	0	0.0945	0.0812	0.9757	0.8301	0	0	0.2069	0.1667	0.2083	0	0.0551	0.053	0	0	0.0937	0.0782	0.9757	0.8256	0	0	0.2069	0.1667	0.2083	0	0.0513	0.0518	0	0	reg oper account	block of flats	0.0637	Panel	No	0	0	0	0	-2,350	0	0	1	0	0	0	0	0	0	0	0
337,351	1	Cash loans	M	N	Y	0	225,000	512,064	25,033.5	360,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.04622	-22,957	365,243	-5,034	-5,042	7	1	0	0	1	0	0	Laborers	2	1	1	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.682078	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	2	2	2	-417	0	1	0	0	0	0	0	0	0	0	0
274,938	1	Revolving loans	M	N	Y	1	90,000	202,500	10,125	202,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.031329	-21,235	365,243	-10,463	-4,452	7	1	0	0	1	0	0	Laborers	3	2	2	WEDNESDAY	7	0	0	0	0	0	0	XNA	0.356323	0.582236	0.170446	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	-587	0	0	0	0	0	0	0	0	0	0	2
230,949	0	Cash loans	F	N	Y	0	720,000	1,159,411.5	46,111.5	1,066,500	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.072508	-13,214	-784	-3,226	-4,899	7	1	1	0	1	0	0	Laborers	1	1	1	MONDAY	15	0	0	0	0	0	0	Bank	0.356323	0.690734	0.7463	0.2289	0.1145	0.9935	0.9116	0	0.32	0.1379	0.5417	0.2083	0	0.1849	0.1424	0.0077	0.0085	0.2332	0.1188	0.9935	0.9151	0	0.3222	0.1379	0.5417	0.2083	0	0.202	0.1484	0.0078	0.009	0.2311	0.1145	0.9935	0.9128	0	0.32	0.1379	0.5417	0.2083	0	0.1881	0.145	0.0078	0.0086	reg oper account	block of flats	0.1968	Panel	No	0	0	0	0	-1,482	1	0	0	0	0	0	0	0	0	1	2
143,287	0	Cash loans	M	Y	Y	0	67,500	156,384	16,551	135,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.035792	-20,445	-1,162	-8,542	-3,974	9	1	1	0	1	0	0	Security staff	2	2	2	WEDNESDAY	17	0	0	0	0	1	1	Other	0.638814	0.57992	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	3	0	3	0	-1,237	1	0	0	0	0	0	0	0	0	0	0
289,267	0	Cash loans	M	N	N	0	202,500	521,280	41,926.5	450,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.019101	-18,231	-1,989	-580	-1,576	7	1	1	0	1	0	0	High skill tech staff	2	2	2	THURSDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.724537	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	3	0	2	0	-1,834	1	0	0	0	0	0	0	0	0	0	5
251,246	0	Cash loans	F	N	Y	1	112,500	183,694.5	14,643	139,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.016612	-14,593	-2,519	-3,493	-5,117	7	1	1	0	1	0	1	Laborers	3	2	2	WEDNESDAY	9	0	0	0	0	0	0	Other	0.356323	0.435681	0.78988	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	1	0	0	0	0	0	0	0	1	0	1
448,761	0	Cash loans	F	N	Y	0	157,500	640,080	23,121	450,000	Family	Working	Secondary / secondary special	Single / not married	House / apartment	0.031329	-19,820	-264	-2,347	-3,345	7	1	1	0	1	0	0	Sales staff	1	2	2	MONDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.604653	0.684222	0.391055	0.0619	0.06	0.9791	0.7144	0.0083	0	0.1379	0.1667	0.2083	0.0631	0.0504	0.0516	0	0	0.063	0.0623	0.9791	0.7256	0.0084	0	0.1379	0.1667	0.2083	0.0645	0.0551	0.0537	0	0	0.0625	0.06	0.9791	0.7182	0.0084	0	0.1379	0.1667	0.2083	0.0642	0.0513	0.0525	0	0	reg oper account	block of flats	0.0406	Panel	No	1	1	1	1	-1,378	1	0	0	0	0	0	0	0	0	0	2
277,826	1	Cash loans	M	N	Y	0	180,000	509,400	37,066.5	450,000	Unaccompanied	Working	Lower secondary	Married	House / apartment	0.02461	-14,529	-354	-6,088	-4,561	7	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.358375	0.487873	0.068711	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	2	2	2	-1,216	1	0	0	0	0	0	0	0	0	1	0
364,443	0	Cash loans	F	Y	Y	0	99,000	176,328	11,610	139,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.020246	-14,218	-1,237	-5,935	-211	0	1	1	0	1	0	0	Core staff	2	3	3	WEDNESDAY	7	0	0	0	0	0	0	School	0.356323	0.000024	0.7463	0.0567	0.0584	0.9727	0.8232	0	0	0.1379	0.1667	0.2083	0.015	0.0504	0.0592	0	0.0166	0.0578	0.0606	0.9727	0.8301	0	0	0.1379	0.1667	0.2083	0.0153	0.0551	0.0617	0	0.0176	0.0573	0.0584	0.9727	0.8256	0	0	0.1379	0.1667	0.2083	0.0152	0.0513	0.0603	0	0.017	reg oper account	block of flats	0.0502	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
351,588	0	Cash loans	M	N	Y	1	67,500	225,000	11,074.5	225,000	Unaccompanied	Working	Lower secondary	Single / not married	With parents	0.026392	-15,230	-3,208	-4,270	-4,655	7	1	1	0	1	0	0	Low-skill Laborers	2	2	2	FRIDAY	9	0	0	0	1	1	0	Self-employed	0.356323	0.697628	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	-1,880	1	0	0	0	0	0	0	0	0	1	5
120,571	0	Cash loans	F	N	Y	2	90,000	1,339,146	39,285	1,048,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.005313	-11,267	-1,341	-777	-2,735	7	1	1	0	1	0	0	Sales staff	4	2	2	TUESDAY	10	0	0	0	0	0	0	Trade: type 3	0.356323	0.258695	0.604113	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	-2,863	1	0	0	0	0	0	0	0	0	1	4
238,511	0	Cash loans	M	N	N	0	315,000	630,000	57,780	630,000	Unaccompanied	Commercial associate	Incomplete higher	Single / not married	House / apartment	0.005313	-9,720	-1,110	-4,566	-2,331	7	1	1	0	1	0	0	Waiters/barmen staff	1	2	2	WEDNESDAY	10	1	1	0	1	1	0	Business Entity Type 3	0.356323	0.607963	0.694093	0.0241	0.0391	0.9861	0.8232	0	0	0.1379	0.1667	0.2083	0.0093	0.0504	0.0217	0	0	0.0284	0.0406	0.9891	0.8301	0	0	0.1379	0.1667	0.2083	0.0086	0.0551	0.0155	0	0	0.0281	0.0391	0.9891	0.8256	0	0	0.1379	0.1667	0.2083	0.0098	0.0513	0.0253	0	0	reg oper account	block of flats	0.0187	Panel	No	0	0	0	0	-624	1	0	0	0	0	0	0	0	0	1	1
427,311	0	Cash loans	F	N	Y	0	112,500	948,582	27,864	679,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.008866	-15,804	-4,829	-8,392	-4,253	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.539739	0.675413	0.0588	0	0.9617	0.8232	0	0	0.2414	0.1667	0.2083	0	0.0504	0.0956	0	0.0296	0.0599	0	0.9618	0.8301	0	0	0.2414	0.1667	0.2083	0	0.0551	0.0996	0	0.0313	0.0593	0	0.9617	0.8256	0	0	0.2414	0.1667	0.2083	0	0.0513	0.0973	0	0.0302	reg oper account	block of flats	0.1124	Stone, brick	No	0	0	0	0	-306	1	0	0	0	0	0	0	0	0	0	0
287,481	0	Cash loans	M	N	N	0	135,000	327,024	21,982.5	270,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.006852	-8,972	-916	-3,326	-1,550	7	1	1	0	1	0	0	Drivers	1	3	3	MONDAY	4	0	0	0	1	1	0	Self-employed	0.066388	0.268521	0.37065	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	-464	1	0	0	0	0	0	0	0	0	1	3
119,210	0	Revolving loans	F	N	N	4	99,000	270,000	13,500	270,000	Family	State servant	Secondary / secondary special	Married	House / apartment	0.00496	-13,786	-2,075	-823	-5,517	7	1	1	0	1	0	0	Laborers	6	2	2	WEDNESDAY	11	0	0	0	0	0	0	School	0.356323	0.612608	0.7463	0.0581	0.0545	0.9806	0.7076	0.0143	0	0.1379	0.1667	0.2083	0.0566	0.0504	0.0349	0	0	0.063	0.0566	0.9811	0.719	0.0144	0	0.1379	0.1667	0.2083	0.0579	0.0551	0.0356	0	0	0.0604	0.0545	0.9811	0.7115	0.0144	0	0.1379	0.1667	0.2083	0.0576	0.0513	0.0353	0	0	reg oper spec account	block of flats	0.0347	Stone, brick	No	0	0	0	0	-236	0	0	0	0	0	0	0	0	0	0	0
206,529	0	Cash loans	M	N	N	0	337,500	360,000	19,660.5	360,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.003541	-9,185	-2,425	-7,166	-1,867	7	1	1	0	1	0	0	Laborers	1	1	1	TUESDAY	16	0	0	0	0	0	0	University	0.356323	0.528563	0.616122	0.1093	0.0699	0.9896	0.8572	0.0378	0.074	0.1231	0.2854	0.3271	0.0354	0.0702	0.0997	0.0097	0.0608	0.063	0.0281	0.9871	0.8301	0.0193	0.0806	0.069	0.3333	0.375	0.0223	0.0514	0.0655	0.0039	0.006	0.1124	0.0635	0.9881	0.839	0.038	0.08	0.1034	0.3333	0.375	0.0284	0.0714	0.1164	0.0097	0.0219	not specified	block of flats	0.0712	Panel	No	0	0	0	0	-789	1	0	0	0	0	0	0	0	2	0	1
420,216	0	Cash loans	F	Y	Y	3	162,000	481,176	20,515.5	360,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.019689	-13,708	-543	-4,925	-4,469	8	1	1	0	1	0	1	Core staff	5	2	2	TUESDAY	15	0	0	0	1	1	0	School	0.26361	0.264618	0.097582	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	5	0	-91	1	0	0	0	0	0	0	0	0	2	1
373,599	0	Revolving loans	F	Y	Y	1	144,000	450,000	22,500	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.032561	-10,862	-798	-10,829	-2,080	22	1	1	0	1	0	0	Accountants	2	1	1	FRIDAY	19	0	0	0	0	0	0	Business Entity Type 3	0.568129	0.705093	0.190706	0.0495	0.0387	0.9732	0.6328	0	0	0.1034	0.125	0.2083	0.0481	0.0504	0.0403	0	0.0306	0.0504	0.0401	0.9732	0.6472	0	0	0.1034	0.125	0.2083	0.0492	0.0551	0.042	0	0.0324	0.05	0.0387	0.9732	0.6377	0	0	0.1034	0.125	0.2083	0.049	0.0513	0.041	0	0.0312	reg oper account	block of flats	0.0383	Stone, brick	No	5	0	5	0	-1,500	0	0	0	0	0	0	0	0	1	0	6
102,250	0	Cash loans	M	Y	Y	0	180,000	191,880	18,162	180,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.019689	-19,599	365,243	-1,027	-3,126	14	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	0	XNA	0.356323	0.642772	0.609276	0.1072	0.1154	0.9876	0.83	0.0687	0	0.2414	0.1667	0.0417	0.1496	0.0874	0.1104	0	0	0.1092	0.1198	0.9876	0.8367	0.0693	0	0.2414	0.1667	0.0417	0.153	0.0955	0.1151	0	0	0.1083	0.1154	0.9876	0.8323	0.0691	0	0.2414	0.1667	0.0417	0.1522	0.0889	0.1124	0	0	not specified	block of flats	0.1244	Panel	No	1	1	1	1	-2,779	0	1	0	0	0	0	0	0	0	0	2
309,706	0	Cash loans	F	N	Y	0	337,500	1,267,038	50,377.5	1,165,500	Unaccompanied	State servant	Secondary / secondary special	Single / not married	House / apartment	0.00496	-14,433	-3,948	-895	-4,576	7	1	1	0	1	0	0	Core staff	1	2	2	THURSDAY	14	0	0	0	0	0	0	Kindergarten	0.356323	0.554859	0.7463	0.0742	0	0.9871	0.8232	0	0.08	0.069	0.3333	0.2083	0	0.0504	0.0798	0	0	0.0756	0	0.9871	0.8301	0	0.0806	0.069	0.3333	0.2083	0	0.0551	0.0831	0	0	0.0749	0	0.9871	0.8256	0	0.08	0.069	0.3333	0.2083	0	0.0513	0.0812	0	0	reg oper account	block of flats	0.0646	Panel	No	2	0	2	0	-545	1	0	0	0	0	0	0	0	0	0	3
101,201	1	Cash loans	F	N	Y	2	99,000	180,000	14,562	180,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.010643	-12,676	-643	-10,103	-1,638	7	1	1	0	1	1	0	Laborers	3	2	2	THURSDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.226273	0.633032	0.0124	0	0.9742	0.6464	0.0015	0	0.069	0.0417	0.0833	0.0307	0.0101	0.0156	0	0	0.0126	0	0.9742	0.6602	0.0015	0	0.069	0.0417	0.0833	0.0314	0.011	0.0162	0	0	0.0125	0	0.9742	0.6511	0.0015	0	0.069	0.0417	0.0833	0.0312	0.0103	0.0159	0	0	reg oper account	block of flats	0.0131	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
430,915	0	Cash loans	F	N	Y	0	162,000	840,996	24,718.5	702,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-22,854	365,243	-7,006	-4,543	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	11	0	0	0	0	0	0	XNA	0.829975	0.594859	0.634706	0.0825	0	0.9786	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0649	0	0	0.084	0	0.9786	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0676	0	0	0.0833	0	0.9786	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0661	0	0	reg oper account	block of flats	0.0568	Panel	No	2	0	2	0	-1,442	0	1	0	0	0	0	0	0	0	2	4
407,204	0	Cash loans	F	N	Y	0	135,000	926,365.5	39,379.5	828,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.025164	-23,490	365,243	-3,053	-4,436	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	0	XNA	0.858157	0.294092	0.7463	0.0928	0.101	0.9771	0.6872	0.0092	0	0.2069	0.1667	0.2083	0.0513	0.0756	0.088	0	0	0.0945	0.1049	0.9772	0.6994	0.0092	0	0.2069	0.1667	0.2083	0.0524	0.0826	0.0917	0	0	0.0937	0.101	0.9771	0.6914	0.0092	0	0.2069	0.1667	0.2083	0.0521	0.077	0.0896	0	0	reg oper account	block of flats	0.0743	Panel	No	10	0	10	0	-1,213	0	1	0	0	0	0	0	0	0	0	0
171,492	1	Cash loans	F	N	Y	0	87,750	284,400	16,456.5	225,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.020246	-23,979	-1,459	-2,615	-4,719	7	1	1	0	1	0	0	Laborers	2	3	3	SATURDAY	8	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.033521	0.497469	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	2	6	2	-2,590	1	0	0	0	0	0	0	0	0	0	2
237,337	0	Cash loans	F	N	N	0	67,500	555,273	16,042.5	463,500	Family	Pensioner	Higher education	Married	House / apartment	0.035792	-20,542	365,243	-3,739	-3,947	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	13	0	0	0	0	0	0	XNA	0.356323	0.55266	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	1	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0
416,033	0	Cash loans	M	Y	Y	1	85,500	900,000	29,875.5	900,000	Spouse, partner	State servant	Higher education	Married	House / apartment	0.008474	-13,226	-163	-199	-4,437	1	1	1	1	1	1	0	Laborers	3	2	2	THURSDAY	11	0	0	0	0	0	0	Government	0.356323	0.579803	0.654529	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
155,776	0	Cash loans	F	N	Y	0	135,000	45,000	4,846.5	45,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.007305	-11,113	-402	-999	-3,703	7	1	1	0	1	0	0	Accountants	1	3	3	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.483831	0.334454	0.2227	0.1777	0.9851	0.796	0.1425	0.24	0.2069	0.3333	0.375	0.1286	0.1816	0.2442	0	0	0.2269	0.1845	0.9851	0.804	0.1438	0.2417	0.2069	0.3333	0.375	0.1315	0.1983	0.2544	0	0	0.2248	0.1777	0.9851	0.7987	0.1434	0.24	0.2069	0.3333	0.375	0.1308	0.1847	0.2486	0	0	reg oper account	block of flats	0.27	Panel	No	2	0	2	0	-677	1	0	0	0	0	0	0	0	1	0	3
370,103	0	Revolving loans	F	N	Y	0	67,500	135,000	6,750	135,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.008625	-9,713	-241	-3,549	-2,219	7	1	1	0	0	0	0	Waiters/barmen staff	1	2	2	WEDNESDAY	17	0	0	0	0	0	0	Self-employed	0.356323	0.307362	0.340906	0.1113	0	0.9921	0.8232	0	0.08	0.069	0.3333	0.2083	0	0.0504	0.1197	0	0	0.1134	0	0.9921	0.8301	0	0.0806	0.069	0.3333	0.2083	0	0.0551	0.1247	0	0	0.1124	0	0.9921	0.8256	0	0.08	0.069	0.3333	0.2083	0	0.0513	0.1218	0	0	reg oper account	block of flats	0.0941	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
259,120	0	Cash loans	F	N	Y	0	180,000	835,380	32,818.5	675,000	Unaccompanied	Pensioner	Higher education	Separated	House / apartment	0.032561	-20,375	365,243	-9,194	-3,732	7	1	0	0	1	0	0	Laborers	1	1	1	FRIDAY	16	0	0	0	0	0	0	XNA	0.649476	0.794602	0.504681	0.0598	0.0882	0.9727	0.626	0.0102	0	0.1034	0.1667	0.2083	0	0.0454	0.0646	0.0154	0.0454	0.0609	0.0915	0.9727	0.6406	0.0102	0	0.1034	0.1667	0.2083	0	0.0496	0.0673	0.0156	0.048	0.0604	0.0882	0.9727	0.631	0.0102	0	0.1034	0.1667	0.2083	0	0.0462	0.0658	0.0155	0.0463	reg oper account	block of flats	0.0662	Stone, brick	No	0	0	0	0	-269	0	1	0	0	0	0	0	0	0	1	1
175,235	0	Cash loans	M	N	Y	1	135,000	253,737	16,650	229,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.006207	-10,416	-887	-2,384	-2,713	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.53856	0.413597	0.0598	0.0118	0.9727	0.626	0	0	0.0517	0.1042	0.2083	0.2456	0.0488	0.0191	0	0	0.0609	0.0122	0.9727	0.6406	0	0	0.0345	0.0417	0.2083	0	0.0533	0.0112	0	0	0.0604	0.0118	0.9727	0.631	0	0	0.0517	0.1042	0.2083	0.2499	0.0496	0.0195	0	0	reg oper spec account	block of flats	0.0432	Stone, brick	No	0	0	0	0	-1,164	1	0	0	0	0	0	0	0	0	0	0
151,941	0	Cash loans	M	Y	Y	0	270,000	755,190	38,740.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-14,353	-4,495	-3,527	-3,553	4	1	1	0	1	0	1	Laborers	2	2	2	MONDAY	11	0	0	0	0	0	0	Transport: type 4	0.296807	0.690225	0.780144	0.0619	0.0748	0.9836	0.8232	0	0	0.1379	0.1667	0.2083	0.0371	0.0504	0.0551	0	0	0.063	0.0776	0.9836	0.8301	0	0	0.1379	0.1667	0.2083	0.0379	0.0551	0.0575	0	0	0.0625	0.0748	0.9836	0.8256	0	0	0.1379	0.1667	0.2083	0.0377	0.0513	0.0561	0	0	reg oper account	block of flats	0.0606	Stone, brick	No	9	0	9	0	-2,183	0	0	1	0	0	0	0	0	0	0	8
452,111	1	Cash loans	M	Y	Y	0	162,000	272,578.5	19,962	207,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020713	-8,845	-439	-8,538	-1,180	22	1	1	0	1	0	0	Laborers	1	3	3	MONDAY	11	0	0	0	0	0	0	Other	0.356323	0.210174	0.071055	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	-49	0	0	1	0	0	0	0	1	1	0	2
182,228	0	Cash loans	M	N	Y	0	63,000	265,851	14,548.5	229,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01452	-22,639	365,243	-12,294	-4,495	7	1	0	0	1	0	0	Laborers	2	2	2	SATURDAY	9	0	0	0	0	0	0	XNA	0.356323	0.634298	0.147346	0.0722	0.0785	0.9826	0.762	0.009	0	0.1379	0.1667	0.2083	0.0722	0.0588	0.0669	0	0	0.0735	0.0815	0.9826	0.7713	0.0091	0	0.1379	0.1667	0.2083	0.0738	0.0643	0.0697	0	0	0.0729	0.0785	0.9826	0.7652	0.0091	0	0.1379	0.1667	0.2083	0.0734	0.0599	0.0681	0	0	reg oper account	block of flats	0.0526	Panel	No	0	0	0	0	-1,114	1	0	0	0	0	0	0	0	0	0	0
135,384	0	Cash loans	F	Y	N	2	180,000	1,159,411.5	46,111.5	1,066,500	Family	Working	Secondary / secondary special	Civil marriage	Municipal apartment	0.04622	-13,216	-617	-7,089	-3,934	23	1	1	0	1	0	0	Drivers	4	1	1	TUESDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.652795	0.392774	0.2196	0	0.9806	0.8232	0	0.24	0.2069	0.3333	0.2083	0	0.0504	0.2046	0	0	0.2237	0	0.9806	0.8301	0	0.2417	0.2069	0.3333	0.2083	0	0.0551	0.2131	0	0	0.2217	0	0.9806	0.8256	0	0.24	0.2069	0.3333	0.2083	0	0.0513	0.2083	0	0	reg oper account	block of flats	0.1607	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
420,191	0	Cash loans	M	N	Y	0	90,000	540,000	26,109	540,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-16,231	-1,192	-8,894	-4,785	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.72281	0.678568	0.0825	0	0.9513	0.8232	0	0	0.0345	0.0417	0.2083	0	0.0504	0.0095	0	0	0.084	0	0.9513	0.8301	0	0	0.0345	0.0417	0.2083	0	0.0551	0.0099	0	0	0.0833	0	0.9513	0.8256	0	0	0.0345	0.0417	0.2083	0	0.0513	0.0097	0	0	reg oper account	block of flats	0.0107	Panel	Yes	2	0	2	0	-1,559	1	0	0	0	0	0	0	0	1	0	3
366,183	0	Cash loans	F	N	Y	0	157,500	414,229.5	26,599.5	342,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.04622	-15,194	-1,864	-9,316	-2,631	7	1	1	0	1	0	0	Laborers	1	1	1	WEDNESDAY	14	0	1	1	0	0	0	Business Entity Type 3	0.356323	0.654246	0.816092	0.0619	0.0736	0.9791	0.7144	0.0094	0	0.1379	0.1667	0.2083	0	0.0504	0.061	0	0	0.063	0.0764	0.9791	0.7256	0.0095	0	0.1379	0.1667	0.2083	0	0.0551	0.0636	0	0	0.0625	0.0736	0.9791	0.7182	0.0094	0	0.1379	0.1667	0.2083	0	0.0513	0.0621	0	0	reg oper spec account	block of flats	0.048	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0
403,989	0	Cash loans	M	Y	Y	0	225,000	1,078,200	31,522.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-18,266	-746	-1,704	-1,815	10	1	1	1	1	1	0	Managers	2	2	2	FRIDAY	16	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.598133	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	6	0	6	0	-1,703	0	0	1	0	0	0	0	0	1	0	1
255,352	0	Cash loans	M	Y	Y	1	202,500	545,040	26,640	450,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.02461	-13,507	-4,233	-7,561	-4,359	17	1	1	0	1	1	0	Managers	3	2	2	THURSDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.647997	0.336062	0.0041	0	0.9518	0.3404	0.0007	0	0.0345	0.0417	0.0833	0	0.0034	0.0029	0	0	0.0042	0	0.9518	0.3662	0.0007	0	0.0345	0.0417	0.0833	0	0.0037	0.003	0	0	0.0042	0	0.9518	0.3492	0.0007	0	0.0345	0.0417	0.0833	0	0.0034	0.003	0	0	reg oper spec account	block of flats	0.0027	Stone, brick	No	0	0	0	0	-1,329	1	0	0	0	0	0	0	0	0	0	3
243,847	1	Cash loans	F	N	Y	2	112,500	970,380	28,503	810,000	Other_A	Working	Secondary / secondary special	Married	House / apartment	0.008068	-13,802	-2,135	-5,741	-637	7	1	1	0	1	0	0	Laborers	4	3	3	THURSDAY	11	0	0	0	0	0	0	Industry: type 9	0.447564	0.344853	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	0	1	0	0	0	0	0	0	0	0	0	0
241,490	0	Cash loans	F	N	N	1	157,500	314,100	16,573.5	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018634	-12,344	-5,130	-1,629	-205	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	12	0	0	0	0	0	0	Business Entity Type 2	0.502999	0.530872	0.551381	0.1639	0.0708	0.9767	0.6804	0.029	0	0.1034	0.1667	0.2083	0.0263	0.1286	0.0569	0.0232	0.0209	0.167	0.0735	0.9767	0.6929	0.0292	0	0.1034	0.1667	0.2083	0.0269	0.1405	0.0593	0.0233	0.0222	0.1655	0.0708	0.9767	0.6847	0.0292	0	0.1034	0.1667	0.2083	0.0267	0.1308	0.0579	0.0233	0.0214	reg oper account	block of flats	0.0651	Block	No	1	0	1	0	-112	1	0	0	0	0	0	0	0	0	0	2
290,888	0	Cash loans	F	N	Y	0	171,000	610,335	22,050	463,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.020713	-11,986	-107	-5,333	-3,546	7	1	1	1	1	1	0	Laborers	2	3	2	WEDNESDAY	12	0	0	0	0	0	0	Medicine	0.264992	0.472329	0.350696	0.0412	0.0304	0.9767	0.6804	0.0038	0	0.069	0.1667	0.2083	0.0637	0.0336	0.0335	0	0	0.042	0.0315	0.9767	0.6929	0.0039	0	0.069	0.1667	0.2083	0.0652	0.0367	0.0349	0	0	0.0416	0.0304	0.9767	0.6847	0.0039	0	0.069	0.1667	0.2083	0.0648	0.0342	0.0341	0	0	reg oper account	block of flats	0.0263	Panel	No	4	1	4	0	-803	1	0	0	0	0	0	0	0	0	2	1
358,428	0	Revolving loans	F	N	Y	0	265,500	450,000	22,500	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-14,793	-503	-8,827	-4,922	7	1	1	0	1	0	0	Sales staff	2	2	2	TUESDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.701401	0.205598	0.0278	0.0447	0.9836	0.8232	0	0	0.1034	0.0833	0.2083	0.0284	0.0504	0.0289	0	0	0.0284	0.0464	0.9836	0.8301	0	0	0.1034	0.0833	0.2083	0.029	0.0551	0.0302	0	0	0.0281	0.0447	0.9836	0.8256	0	0	0.1034	0.0833	0.2083	0.0289	0.0513	0.0295	0	0	reg oper account	block of flats	0.0245	Stone, brick	No	0	0	0	0	-294	0	0	0	0	0	0	0	0	0	0	2
439,862	1	Cash loans	M	Y	Y	1	180,000	254,700	28,867.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-9,042	-722	-9,014	-1,617	10	1	1	1	1	0	0	Laborers	3	2	2	WEDNESDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.163734	0.263647	0.0629	0.053	0.9752	0.66	0.006	0	0.1034	0.1667	0.2083	0.0452	0.0504	0.0502	0.0039	0.0029	0.0641	0.055	0.9752	0.6733	0.0061	0	0.1034	0.1667	0.2083	0.0463	0.0551	0.0523	0.0039	0.0031	0.0635	0.053	0.9752	0.6645	0.006	0	0.1034	0.1667	0.2083	0.046	0.0513	0.0511	0.0039	0.003	reg oper account	block of flats	0.0434	Panel	No	0	0	0	0	-291	1	0	0	0	0	0	0	0	0	0	0
432,334	1	Cash loans	F	N	Y	0	81,000	254,700	13,185	225,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.005144	-8,003	-295	-7,996	-393	7	1	1	1	1	1	0	Laborers	2	2	2	SATURDAY	12	1	1	1	1	1	1	Business Entity Type 2	0.131215	0.446993	0.7463	0.0021	0	0.9752	0.8232	0	0	0.069	0	0.2083	0	0.0504	0.0018	0	0	0.0021	0	0.9752	0.8301	0	0	0.069	0	0.2083	0	0.0551	0.0019	0	0	0.0021	0	0.9752	0.8256	0	0	0.069	0	0.2083	0	0.0513	0.0018	0	0	reg oper account	terraced house	0.0014	Wooden	No	3	0	3	0	-198	1	0	0	0	0	0	0	0	0	0	0
161,610	0	Cash loans	M	N	Y	0	180,000	489,024	35,716.5	432,000	Spouse, partner	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010147	-13,487	-1,071	-1,089	-4,693	7	1	1	0	1	0	1	Laborers	2	2	2	TUESDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.386418	0.510978	0.399676	0.033	0.0583	0.9613	0.4696	0.0066	0	0.1379	0.125	0.1667	0.0101	0.0269	0.0266	0	0.0353	0.0336	0.0605	0.9613	0.4904	0.0067	0	0.1379	0.125	0.1667	0.0103	0.0294	0.0277	0	0.0374	0.0333	0.0583	0.9613	0.4767	0.0067	0	0.1379	0.125	0.1667	0.0103	0.0274	0.0271	0	0.036	reg oper spec account	block of flats	0.0286	Stone, brick	No	0	0	0	0	-3,255	1	0	0	0	0	0	0	0	0	0	7
353,694	0	Cash loans	F	N	Y	3	112,500	450,000	22,018.5	450,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.006296	-12,772	-2,929	-115	-1,181	7	1	1	0	1	0	0	Managers	5	3	3	MONDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.523893	0.540266	0.47585	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	-322	1	0	0	0	0	0	0	0	1	0	0
455,941	0	Cash loans	M	Y	Y	0	315,000	1,007,761.5	42,826.5	927,000	Spouse, partner	Pensioner	Secondary / secondary special	Married	House / apartment	0.020246	-19,065	365,243	-8,465	-985	3	1	0	0	1	0	0	Laborers	2	3	3	SATURDAY	7	0	0	0	0	0	0	XNA	0.356323	0.471354	0.712155	0.1206	0.0931	0.9886	0.8436	0.0285	0.16	0.1379	0.375	0.4167	0.0689	0.0975	0.1455	0.0039	0.0188	0.1229	0.0966	0.9886	0.8497	0.0287	0.1611	0.1379	0.375	0.4167	0.0705	0.1065	0.1516	0.0039	0.0199	0.1218	0.0931	0.9886	0.8457	0.0286	0.16	0.1379	0.375	0.4167	0.0701	0.0992	0.1481	0.0039	0.0192	reg oper account	block of flats	0.1341	Panel	No	4	0	4	0	-2,602	1	0	0	0	0	0	0	0	0	3	1
132,895	0	Cash loans	M	N	Y	2	189,000	1,711,368	65,313	1,597,500	Family	State servant	Secondary / secondary special	Married	House / apartment	0.002506	-18,671	-1,508	-1,002	-1,093	7	1	1	0	1	0	0	Laborers	4	2	2	THURSDAY	5	0	0	0	0	0	0	Other	0.356323	0.744944	0.619528	0.0619	0.0885	0.9985	0.8232	0	0	0.1034	0.1667	0.2083	0	0.0504	0.0822	0	0	0.063	0.0919	0.9985	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.0857	0	0	0.0625	0.0885	0.9985	0.8256	0	0	0.1034	0.1667	0.2083	0	0.0513	0.0837	0	0	reg oper account	block of flats	0.11	Monolithic	No	2	0	2	0	0	1	0	0	0	0	0	0	0	0	1	2
278,748	0	Cash loans	F	N	Y	1	306,000	1,078,200	31,653	900,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.04622	-19,414	-1,839	-1,384	-2,939	7	1	1	0	1	0	0	Sales staff	2	1	1	THURSDAY	19	0	0	0	0	1	1	Self-employed	0.356323	0.743166	0.465069	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	8	0	8	0	-2,673	1	0	0	0	0	0	0	0	0	0	7
243,061	0	Cash loans	F	N	N	0	121,500	1,019,610	33,826.5	913,500	Unaccompanied	Commercial associate	Lower secondary	Married	House / apartment	0.02461	-21,273	-889	-11,748	-4,822	7	1	1	0	1	0	0	Security staff	2	2	2	THURSDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.665961	0.591977	0.0278	0.0472	0.9816	0.7484	0.0035	0	0.1034	0.0833	0.125	0	0.0227	0.0284	0	0	0.0284	0.0489	0.9816	0.7583	0.0036	0	0.1034	0.0833	0.125	0	0.0248	0.0296	0	0	0.0281	0.0472	0.9816	0.7518	0.0036	0	0.1034	0.0833	0.125	0	0.0231	0.0289	0	0	reg oper account	block of flats	0.0224	Panel	No	0	0	0	0	-681	1	0	0	0	0	0	0	0	0	0	6
374,321	0	Revolving loans	M	Y	Y	2	270,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-13,982	-5,006	-2,341	-4,475	5	1	1	0	1	0	0	Managers	4	2	2	SATURDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.554102	0.659765	0.337673	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	-206	0	0	0	0	0	0	0	0	0	0	0
145,307	0	Cash loans	F	N	Y	0	135,000	450,000	21,109.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.026392	-10,571	-2,311	-2,548	-1,026	7	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	14	0	0	0	0	0	0	Electricity	0.356323	0.692083	0.639708	0.1856	0	0.996	0.8232	0	0.2	0.1724	0.3333	0.2083	0	0.0504	0.2154	0	0	0.1891	0	0.996	0.8301	0	0.2014	0.1724	0.3333	0.2083	0	0.0551	0.2244	0	0	0.1874	0	0.996	0.8256	0	0.2	0.1724	0.3333	0.2083	0	0.0513	0.2192	0	0	reg oper account	block of flats	0.1694	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
198,980	0	Cash loans	F	N	Y	0	112,500	239,850	23,850	225,000	Unaccompanied	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.011657	-15,032	-2,554	-7,118	-4,935	7	1	1	1	1	0	0	Laborers	2	1	1	WEDNESDAY	14	0	0	0	0	1	1	Other	0.356323	0.70523	0.3808	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	-2,495	1	0	0	0	0	0	0	0	1	1	1
116,181	1	Cash loans	F	N	N	1	157,500	490,536	23,859	405,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.014464	-14,864	-1,312	-4,247	-4,247	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	6	0	0	0	0	0	0	Restaurant	0.356323	0.432571	0.323311	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	-1,660	1	0	0	0	0	0	0	0	0	1	1
171,522	0	Cash loans	F	N	Y	0	180,000	916,470	24,174	765,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007114	-20,941	-6,123	-7,164	-3,957	7	1	1	0	1	0	0	Secretaries	2	2	2	FRIDAY	16	0	0	0	0	0	0	Medicine	0.693774	0.62095	0.610991	0.0608	0	0.9757	0.6668	0.0062	0	0.1379	0.125	0.0417	0.0898	0.0496	0.0448	0	0.0233	0.062	0	0.9757	0.6798	0.0062	0	0.1379	0.125	0.0417	0.0918	0.0542	0.0466	0	0.0246	0.0614	0	0.9757	0.6713	0.0062	0	0.1379	0.125	0.0417	0.0913	0.0504	0.0456	0	0.0237	reg oper spec account	block of flats	0.0403	Stone, brick	No	0	0	0	0	-1,566	1	0	0	0	0	1	0	0	0	1	0
340,291	0	Cash loans	F	N	Y	0	135,000	1,267,735.5	37,197	1,107,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.010966	-18,851	-2,042	-5,043	-2,389	7	1	1	0	1	0	0	High skill tech staff	2	2	2	FRIDAY	11	0	0	0	0	1	1	Housing	0.356323	0.203523	0.675413	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	-178	1	0	0	0	0	0	0	0	0	0	0
363,291	0	Cash loans	F	Y	Y	2	112,500	315,000	15,151.5	315,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.025164	-12,796	-4,062	-2,090	-4,519	21	1	1	0	1	0	0	Core staff	4	2	2	SATURDAY	8	0	0	0	0	0	0	Government	0.322419	0.352666	0.739412	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	0	7	0	-1,873	0	0	1	0	0	0	0	0	0	0	2
120,302	0	Cash loans	F	N	Y	0	90,000	390,960	17,221.5	337,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00963	-16,159	-426	-4,146	-253	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.609999	0.476855	0.385915	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	-1,143	1	0	0	0	0	0	0	0	0	0	6
236,475	0	Cash loans	M	Y	N	0	135,000	900,000	23,742	900,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.035792	-20,043	-682	-592	-3,578	17	1	1	1	1	1	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.358568	0.695622	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	-989	0	0	0	0	0	0	0	0	0	0	2
311,790	0	Cash loans	F	Y	Y	0	360,000	348,264	41,458.5	315,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-16,097	-5,162	-9,960	-4,047	3	1	1	0	1	1	0	Security staff	2	1	1	THURSDAY	19	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.444302	0.279335	0.2103	0.1215	0.9821	0.7552	0	0.24	0.1838	0.4025	0.4442	0.0155	0.1715	0.2067	0	0.0033	0.1166	0.0589	0.9777	0.706	0	0.1611	0.069	0.3333	0.375	0.008	0.1019	0.1267	0	0	0.2238	0.1475	0.9781	0.7048	0	0.24	0.2069	0.3333	0.375	0.0114	0.1838	0.2186	0	0.0037	reg oper account	block of flats	0.1689	Panel	No	1	0	1	0	-29	0	0	1	0	0	0	0	0	7	0	1
129,292	0	Cash loans	F	N	Y	1	90,000	547,339.5	26,460	409,500	Family	Working	Secondary / secondary special	Married	With parents	0.006852	-9,224	-474	-3,716	-1,889	7	1	1	0	1	0	0	Core staff	3	3	3	MONDAY	9	0	0	0	0	0	0	Self-employed	0.236813	0.110119	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	4	2	4	0	-966	1	0	0	0	0	0	0	0	0	1	1
313,571	0	Cash loans	F	N	N	0	198,000	246,357	24,493.5	234,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.035792	-23,271	365,243	-3,728	-4,822	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	16	0	0	0	0	0	0	XNA	0.356323	0.689336	0.463275	0.0072	0	0.9568	0.4084	0.0023	0	0.1379	0	0.2083	0.002	0.0025	0.0016	0	0	0.0074	0	0.9568	0.4316	0.0023	0	0.1379	0	0.2083	0.0021	0.0028	0.0017	0	0	0.0073	0	0.9568	0.4163	0.0023	0	0.1379	0	0.2083	0.0021	0.0026	0.0016	0	0	reg oper account	block of flats	0.0017	Stone, brick	No	4	0	4	0	-1,406	0	1	0	0	0	0	0	0	0	0	3
400,455	0	Cash loans	M	Y	Y	4	459,000	2,250,000	59,355	2,250,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-14,805	-2,382	-263	-40	4	1	1	0	1	0	0	Managers	6	1	1	TUESDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.757183	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	-645	0	0	1	0	0	0	0	0	0	0	0
122,292	0	Cash loans	M	Y	Y	0	207,000	640,080	29,970	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-17,200	-732	-9,738	-737	24	1	1	0	1	0	0	Security staff	2	2	2	WEDNESDAY	16	0	1	1	0	0	0	Security	0.356323	0.204674	0.691021	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	-260	1	0	0	0	0	0	0	0	0	0	0
364,747	0	Cash loans	M	N	N	1	130,500	269,550	17,689.5	225,000	Unaccompanied	Commercial associate	Higher education	Married	With parents	0.018801	-11,498	-323	-716	-3,777	7	1	1	1	1	0	0	Laborers	3	2	2	FRIDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.498488	0.000527	0.0619	0.0618	0.9796	0.7212	0.0165	0	0.1379	0.1667	0.2083	0.0855	0.0504	0.0517	0	0.0416	0.063	0.0642	0.9796	0.7321	0.0167	0	0.1379	0.1667	0.2083	0.0875	0.0551	0.0538	0	0.044	0.0625	0.0618	0.9796	0.7249	0.0166	0	0.1379	0.1667	0.2083	0.087	0.0513	0.0526	0	0.0424	reg oper account	block of flats	0.0497	Panel	No	0	0	0	0	-1,521	1	0	0	0	0	0	0	0	2	0	4
122,157	0	Cash loans	F	N	Y	0	117,000	450,000	16,164	450,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.04622	-19,777	-858	-11,153	-3,339	7	1	1	1	1	0	0	Laborers	1	1	1	THURSDAY	11	0	0	0	0	0	0	Other	0.716345	0.733385	0.7463	0.0247	0.0438	0.9568	0.4084	0.0183	0	0.1034	0.125	0.1667	0.0424	0.0202	0.0379	0	0	0.0252	0.0454	0.9568	0.4316	0.0185	0	0.1034	0.125	0.1667	0.0434	0.022	0.0395	0	0	0.025	0.0438	0.9568	0.4163	0.0184	0	0.1034	0.125	0.1667	0.0431	0.0205	0.0386	0	0	reg oper account	block of flats	0.0398	Stone, brick	No	0	0	0	0	-1,965	1	0	0	0	0	0	0	0	0	0	2
164,523	0	Revolving loans	F	N	Y	0	112,500	337,500	16,875	337,500	Family	Pensioner	Lower secondary	Married	House / apartment	0.028663	-19,834	365,243	-5,471	-3,385	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	8	0	0	0	0	0	0	XNA	0.356323	0.119504	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	1	0	1	0	-235	0	0	0	0	0	0	0	0	0	0	0
394,684	0	Cash loans	F	N	Y	1	99,000	837,000	24,601.5	837,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018209	-14,584	-1,448	-7,868	-3,780	7	1	1	0	1	0	0	Laborers	3	3	3	TUESDAY	9	0	0	0	0	0	0	Self-employed	0.442828	0.381038	0.232725	0.1247	0.1308	0.9806	0.7348	0.0194	0	0.2759	0.1667	0.2083	0.1142	0.0992	0.1132	0.0116	0.0089	0.1271	0.1357	0.9806	0.7452	0.0196	0	0.2759	0.1667	0.2083	0.1168	0.1084	0.118	0.0117	0.0095	0.126	0.1308	0.9806	0.7383	0.0195	0	0.2759	0.1667	0.2083	0.1162	0.1009	0.1153	0.0116	0.0091	reg oper account	block of flats	0.1016	Panel	No	0	0	0	0	-917	1	0	0	0	0	0	0	0	0	0	3
205,271	0	Cash loans	F	N	Y	1	135,000	299,772	19,647	247,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.014464	-12,567	-2,216	-525	-370	7	1	1	0	1	0	0	High skill tech staff	3	2	2	TUESDAY	5	0	0	0	0	0	0	Business Entity Type 1	0.322026	0.293502	0.7463	0.1928	0	0.9985	0.9796	0.3374	0.12	0.1034	0.3333	0.375	0.1056	0.1572	0.2083	0.0386	0.0947	0.1964	0	0.9985	0.9804	0.3405	0.1208	0.1034	0.3333	0.375	0.108	0.1717	0.2171	0.0389	0.1002	0.1947	0	0.9985	0.9799	0.3395	0.12	0.1034	0.3333	0.375	0.1074	0.1599	0.2121	0.0388	0.0967	org spec account	block of flats	0.1845	Stone, brick	No	0	0	0	0	-400	1	0	0	0	0	0	0	0	0	2	6
148,078	0	Cash loans	M	N	N	0	90,000	508,495.5	34,249.5	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00496	-17,094	-4,598	-4,722	-593	7	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	15	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.639229	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
407,499	0	Cash loans	F	N	Y	0	157,500	767,533.5	50,373	724,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018801	-22,912	365,243	-14,907	-4,905	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	6	0	0	0	0	0	0	XNA	0.356323	0.560243	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	-1,569	1	0	0	0	0	0	0	0	0	0	0
384,909	0	Cash loans	M	Y	Y	0	180,000	851,778	27,477	711,000	Family	Working	Higher education	Single / not married	House / apartment	0.018634	-10,254	-1,268	-921	-922	23	1	1	1	1	0	0	High skill tech staff	1	2	2	WEDNESDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.551246	0.555437	0.7463	0.2928	0	0.9881	0.8368	0.0717	0.32	0.2759	0.3333	0.375	0.2303	0.2387	0.3122	0	0.0012	0.2983	0	0.9881	0.8432	0.0723	0.3222	0.2759	0.3333	0.375	0.2356	0.2608	0.3252	0	0.0012	0.2956	0	0.9881	0.839	0.0721	0.32	0.2759	0.3333	0.375	0.2343	0.2428	0.3178	0	0.0012	reg oper account	block of flats	0.3055	Panel	No	0	0	0	0	-553	1	0	0	0	0	0	0	0	0	0	0
385,169	0	Cash loans	F	N	N	1	180,000	855,000	34,038	855,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-12,233	-724	-6,238	-3,043	7	1	1	0	1	1	0	Core staff	3	1	1	TUESDAY	18	0	0	0	0	0	0	Bank	0.356323	0.811084	0.151935	0.1112	0.0657	0.9891	0.8504	0.1076	0.2	0.1034	0.4304	0.3888	0.0901	0.1009	0.1145	0.009	0.0191	0.041	0.0213	0.9886	0.8497	0.073	0.1611	0.069	0.4583	0.5	0	0.0358	0.0642	0	0	0.1051	0.0626	0.9886	0.8457	0.1095	0.16	0.0862	0.4583	0.5	0.1069	0.1	0.1039	0.0078	0.0155	reg oper spec account	block of flats	0.1705	Panel	No	3	0	3	0	-3,338	1	0	0	0	0	0	0	0	0	0	3
318,930	0	Cash loans	F	Y	N	2	180,000	450,000	21,888	450,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.031329	-12,468	-3,153	-2,551	-4,023	17	1	1	0	1	0	0	Laborers	4	2	2	WEDNESDAY	19	0	0	0	0	1	1	Industry: type 9	0.356323	0.619193	0.42237	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	-1,532	1	0	0	0	0	0	0	0	1	0	1
421,078	0	Cash loans	M	Y	Y	1	180,000	225,000	24,003	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.00712	-10,861	-850	-5,000	-3,536	1	1	1	0	1	1	0	Medicine staff	3	2	2	FRIDAY	13	1	1	0	1	1	0	Medicine	0.356323	0.488234	0.277886	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	-354	1	0	0	0	0	0	0	0	0	0	4
454,574	0	Cash loans	F	N	Y	1	85,500	355,536	15,192	270,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.019101	-18,546	-643	-10,798	-2,105	7	1	1	1	1	0	0	Laborers	3	2	2	MONDAY	10	0	0	0	0	1	1	Agriculture	0.356323	0.331808	0.621226	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	-1,777	1	0	0	0	0	0	0	0	0	0	0
110,409	0	Cash loans	F	N	Y	0	351,000	593,010	17,469	495,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.016612	-16,428	-988	-10,535	-4,295	7	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	15	0	0	0	0	0	0	Hotel	0.643326	0.57246	0.7463	0.1119	0.1055	0.9781	0.8232	0	0	0.2414	0.1667	0.2083	0.1475	0.0504	0.0705	0	0	0.0945	0.1058	0.9782	0.8301	0	0	0.2069	0.1667	0.2083	0.1049	0.0551	0.0635	0	0	0.1129	0.1055	0.9781	0.8256	0	0	0.2414	0.1667	0.2083	0.1501	0.0513	0.0718	0	0	reg oper account	block of flats	0.0689	Panel	No	0	0	0	0	-1,768	1	0	0	0	0	0	0	0	0	0	1
134,466	0	Cash loans	F	N	Y	0	112,500	225,000	17,775	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.00712	-19,526	-10,839	-9,176	-2,989	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.688455	0.773896	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	9	0	9	0	-139	1	0	0	0	0	0	0	0	0	0	2
191,973	0	Cash loans	F	Y	N	0	184,635	1,078,200	28,440	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018209	-8,843	-233	-5,361	-94	13	1	1	1	1	1	0	Managers	2	3	3	WEDNESDAY	15	0	0	0	0	0	0	Trade: type 3	0.356323	0.702266	0.713631	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	-132	0	0	0	0	1	0	0	0	0	0	0
259,409	0	Cash loans	F	N	Y	0	157,500	188,685	14,238	157,500	Unaccompanied	Pensioner	Higher education	Widow	House / apartment	0.020713	-21,166	365,243	-785	-4,628	7	1	0	0	1	0	0	Laborers	1	3	3	THURSDAY	6	0	0	0	0	0	0	XNA	0.356323	0.336357	0.621226	0.0928	0.0827	0.9801	0.728	0.012	0	0.2069	0.1667	0.2083	0.0682	0.0756	0.0881	0	0	0.0945	0.0858	0.9801	0.7387	0.0121	0	0.2069	0.1667	0.2083	0.0698	0.0826	0.0918	0	0	0.0937	0.0827	0.9801	0.7316	0.0121	0	0.2069	0.1667	0.2083	0.0694	0.077	0.0897	0	0	reg oper spec account	block of flats	0.0693	Panel	No	0	0	0	0	-852	0	1	0	0	0	0	0	0	0	0	3
446,111	0	Cash loans	M	Y	Y	0	414,000	900,000	26,446.5	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018209	-21,967	-5,402	-2,293	-3,686	9	1	1	1	1	1	0	Core staff	2	3	3	MONDAY	13	0	0	0	0	0	0	Legal Services	0.595902	0.585906	0.432962	0.0742	0.0551	0.9826	0.762	0.0085	0.08	0.069	0.3333	0.0417	0.0508	0.0605	0.0783	0	0	0.0756	0.0572	0.9826	0.7713	0.0086	0.0806	0.069	0.3333	0.0417	0.0519	0.0661	0.0816	0	0	0.0749	0.0551	0.9826	0.7652	0.0085	0.08	0.069	0.3333	0.0417	0.0517	0.0616	0.0797	0	0	reg oper account	block of flats	0.0663	Panel	No	1	0	1	0	-1,627	1	0	0	0	0	0	0	0	0	0	6
137,708	1	Revolving loans	M	N	Y	0	90,000	180,000	9,000	180,000	Family	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.008625	-11,927	-1,260	-511	-2,652	7	1	1	0	1	0	0	Sales staff	2	2	2	FRIDAY	13	0	0	0	0	0	0	Self-employed	0.242911	0.624202	0.647977	0.0825	0	0.9821	0.8232	0	0	0.069	0.1667	0.2083	0.0505	0.0504	0.0401	0	0	0.084	0	0.9821	0.8301	0	0	0.069	0.1667	0.2083	0.0516	0.0551	0.0418	0	0	0.0833	0	0.9821	0.8256	0	0	0.069	0.1667	0.2083	0.0514	0.0513	0.0408	0	0	reg oper account	block of flats	0.0408	Stone, brick	No	0	0	0	0	-487	0	0	0	0	0	0	0	0	0	0	1
294,407	1	Revolving loans	F	N	Y	1	63,000	135,000	6,750	135,000	Unaccompanied	Commercial associate	Incomplete higher	Married	House / apartment	0.02461	-9,881	-860	-53	-1,825	7	1	1	0	1	0	0	Core staff	3	2	2	MONDAY	13	0	0	0	0	0	0	Kindergarten	0.562547	0.119932	0.7463	0.0796	0.0636	0.9771	0.6872	0.1171	0.0132	0.1172	0.2	0.2083	0.0622	0.0649	0.0649	0.0019	0.0113	0.084	0.0613	0.9757	0.6798	0.0924	0	0.1379	0.1667	0.2083	0.0434	0.0735	0.0631	0	0.0119	0.0812	0.0591	0.9757	0.6713	0.1178	0	0.1379	0.1667	0.2083	0.0673	0.0667	0.0643	0.0019	0.0115	reg oper account	block of flats	0.0495	Stone, brick	No	4	0	3	0	0	1	0	0	0	0	1	0	0	0	0	0
202,970	1	Cash loans	F	N	Y	0	135,000	277,969.5	22,090.5	229,500	Unaccompanied	Working	Secondary / secondary special	Separated	Municipal apartment	0.005313	-19,969	-9,455	-3,389	-3,408	7	1	1	0	1	0	0	Cooking staff	1	2	2	THURSDAY	13	0	0	0	0	0	0	Medicine	0.520228	0.60938	0.392774	0.1371	0.0259	0.9876	0.83	0.0265	0	0.069	0.1667	0.2083	0.1013	0.1101	0.0734	0.0077	0.024	0.1397	0.0269	0.9876	0.8367	0.0267	0	0.069	0.1667	0.2083	0.1036	0.1203	0.0765	0.0078	0.0254	0.1384	0.0259	0.9876	0.8323	0.0266	0	0.069	0.1667	0.2083	0.1031	0.112	0.0748	0.0078	0.0245	reg oper account	block of flats	0.0775	Stone, brick	No	2	0	2	0	-1,258	1	0	0	0	0	0	0	0	0	0	1
141,740	0	Cash loans	F	N	Y	0	135,000	232,344	9,972	157,500	Unaccompanied	State servant	Secondary / secondary special	Separated	House / apartment	0.010276	-19,742	-377	-8,543	-3,290	7	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	10	0	0	0	0	0	0	Medicine	0.356323	0.595433	0.538863	0.0247	0.0548	0.9722	0.8232	0	0	0.1034	0.125	0.2083	0.0378	0.0504	0.0476	0	0.0516	0.0252	0.0568	0.9722	0.8301	0	0	0.1034	0.125	0.2083	0.0386	0.0551	0.0496	0	0.0546	0.025	0.0548	0.9722	0.8256	0	0	0.1034	0.125	0.2083	0.0384	0.0513	0.0484	0	0.0527	reg oper account	block of flats	0.038	Stone, brick	No	7	0	7	0	-715	1	0	0	0	0	0	0	0	0	0	2
103,002	0	Cash loans	F	N	N	0	225,000	787,131	42,066	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-15,488	-1,132	-5,195	-5,312	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	16	0	0	0	0	0	0	Medicine	0.356323	0.759375	0.53707	0.1031	0	0.9722	0.6192	0.1899	0	0.1724	0.1667	0.2083	0	0.0841	0.132	0	0	0.105	0	0.9722	0.6341	0.1916	0	0.1724	0.1667	0.2083	0	0.0918	0.1375	0	0	0.1041	0	0.9722	0.6243	0.1911	0	0.1724	0.1667	0.2083	0	0.0855	0.1344	0	0	reg oper account	block of flats	0.1038	Stone, brick	No	1	0	1	0	-1,831	1	0	0	0	0	0	0	0	0	0	3
104,966	0	Cash loans	F	Y	N	2	121,500	279,000	13,698	279,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01452	-13,328	-4,680	-2,615	-4,337	54	1	1	0	1	0	0	Medicine staff	4	2	2	WEDNESDAY	9	0	0	0	0	0	0	Medicine	0.356323	0.658	0.447179	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	-2,381	1	0	0	0	0	0	0	0	0	0	2
236,672	0	Cash loans	F	N	Y	0	135,000	274,500	28,966.5	274,500	Unaccompanied	Pensioner	Higher education	Separated	House / apartment	0.018634	-23,256	365,243	-2,771	-4,215	7	1	0	0	1	0	1	Laborers	1	2	2	WEDNESDAY	12	0	0	0	0	0	0	XNA	0.845808	0.483017	0.751724	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	-769	1	0	0	0	0	0	0	2	0	0	1
234,295	0	Cash loans	F	N	Y	0	270,000	715,095	48,109.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006233	-17,163	-3,353	-7,150	-685	7	1	1	1	1	1	0	Cleaning staff	2	2	2	MONDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.631422	0.318596	0.0629	0.0489	0.9786	0.8232	0	0	0.1379	0.1667	0.2083	0.0888	0.0504	0.0532	0	0	0.0641	0.0507	0.9786	0.8301	0	0	0.1379	0.1667	0.2083	0.0908	0.0551	0.0554	0	0	0.0635	0.0489	0.9786	0.8256	0	0	0.1379	0.1667	0.2083	0.0904	0.0513	0.0541	0	0	reg oper account	block of flats	0.0418	Panel	No	1	0	1	0	-1,588	1	0	0	0	0	0	0	0	0	2	1
453,528	0	Cash loans	F	N	Y	0	135,000	536,917.5	22,702.5	463,500	Family	Pensioner	Secondary / secondary special	Widow	House / apartment	0.025164	-22,103	365,243	-10,299	-4,108	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	14	0	0	0	0	0	0	XNA	0.356323	0.162192	0.391055	0.0278	0	0.9712	0.8232	0	0	0.1379	0.0417	0.2083	0.0856	0.0504	0.0334	0	0.0163	0.0284	0	0.9712	0.8301	0	0	0.1379	0.0417	0.2083	0.0876	0.0551	0.0348	0	0.0172	0.0281	0	0.9712	0.8256	0	0	0.1379	0.0417	0.2083	0.0871	0.0513	0.034	0	0.0166	reg oper account	block of flats	0.0473	Stone, brick	No	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	2
365,471	0	Revolving loans	F	Y	Y	1	202,500	225,000	11,250	225,000	Spouse, partner	Commercial associate	Higher education	Married	House / apartment	0.04622	-17,020	-4,143	-6,574	-573	17	1	1	1	1	1	0	Managers	3	1	1	WEDNESDAY	17	0	0	0	0	0	0	School	0.356323	0.759615	0.686382	0.1113	0.0628	0.9861	0.8096	0.0165	0.12	0.1034	0.3333	0.375	0	0.0908	0.1162	0	0	0.1134	0.0652	0.9861	0.8171	0.0166	0.1208	0.1034	0.3333	0.375	0	0.0992	0.121	0	0	0.1124	0.0628	0.9861	0.8121	0.0166	0.12	0.1034	0.3333	0.375	0	0.0923	0.1182	0	0	reg oper account	block of flats	0.0914	Panel	No	2	0	1	0	-1,922	0	0	0	0	0	0	0	0	0	1	0
139,613	0	Cash loans	F	N	Y	4	135,000	358,443	16,839	252,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-17,253	-102	-1,216	-640	7	1	1	0	1	0	0	Cooking staff	6	2	2	MONDAY	13	0	0	0	1	1	0	Restaurant	0.518522	0.09138	0.197475	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	-1,007	0	0	0	1	0	0	0	0	1	0	4