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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_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_16 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
211,064	0	Cash loans	F	N	Y	0	180,000	900,000	38,133	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-18,825	-3,199	-6,932	-2,378	7	1	1	0	1	1	0	High skill tech staff	2	1	1	MONDAY	17	0	0	0	0	0	Industry: type 12	0.356323	0.51265	0.488455	0.1856	0.097	0.9901	0.864	0.0721	0.2	0.1724	0.375	0.0417	0.1425	0.1513	0.207	0	0	0.1891	0.1007	0.9901	0.8693	0.0727	0.2014	0.1724	0.375	0.0417	0.1457	0.1653	0.2156	0	0	0.1874	0.097	0.9901	0.8658	0.0725	0.2	0.1724	0.375	0.0417	0.145	0.1539	0.2107	0	0	reg oper account	block of flats	0.2022	Panel	No	3	0	3	0	-23	1	0	0	0	0	0	0	2	2
360,244	0	Cash loans	F	N	Y	0	40,500	170,640	9,657	135,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.035792	-24,248	365,243	-12,485	-4,396	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	XNA	0.356323	0.521037	0.472253	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	-1,237	0	0	1	0	0	0	0	0	1
244,448	0	Cash loans	M	N	N	0	180,000	1,125,000	44,748	1,125,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.002042	-22,386	365,243	-4,743	-2,354	7	1	0	0	1	0	0	Laborers	2	3	3	MONDAY	16	0	0	0	0	0	XNA	0.356323	0.491769	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	9	1	9	0	-1,601	1	0	0	0	0	0	0	0	0
344,817	0	Cash loans	F	N	Y	0	157,500	584,766	23,319	472,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.020713	-21,399	365,243	-270	-3,821	7	1	0	0	1	0	0	Laborers	2	3	2	TUESDAY	8	0	0	0	0	0	XNA	0.815456	0.659799	0.633032	0.2165	0.1626	0.9876	0.83	0.0553	0.24	0.2069	0.375	0.4167	0.0283	0.1765	0.2588	0	0	0.2206	0.1688	0.9876	0.8367	0.0558	0.2417	0.2069	0.375	0.4167	0.029	0.1928	0.2697	0	0	0.2186	0.1626	0.9876	0.8323	0.0557	0.24	0.2069	0.375	0.4167	0.0288	0.1796	0.2635	0	0	reg oper account	block of flats	0.2338	Panel	No	0	0	0	0	-1,068	1	0	0	0	0	0	0	1	4
241,601	0	Cash loans	M	Y	N	0	180,000	1,762,110	46,611	1,575,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.04622	-20,804	365,243	-11,049	-4,314	3	1	0	0	1	0	0	Laborers	2	1	1	TUESDAY	12	0	0	0	0	0	XNA	0.462886	0.77154	0.7463	0.0814	0.0515	0.9846	0.8232	0	0.08	0.0345	0.4583	0.2083	0	0.0504	0.0829	0	0.1412	0.083	0.0534	0.9846	0.8301	0	0.0806	0.0345	0.4583	0.2083	0	0.0551	0.0863	0	0.1494	0.0822	0.0515	0.9846	0.8256	0	0.08	0.0345	0.4583	0.2083	0	0.0513	0.0844	0	0.1441	reg oper account	block of flats	0.0959	Panel	No	0	0	0	0	0	0	0	1	0	0	0	0	0	0
429,085	1	Cash loans	F	N	Y	0	270,000	819,432	29,160	684,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010966	-10,316	-691	-1,630	-1,891	7	1	1	0	1	0	0	Sales staff	2	2	2	THURSDAY	15	0	0	0	0	0	Self-employed	0.356323	0.203572	0.043526	0.0825	0.0797	0.9757	0.8232	0.01	0	0.1379	0.1667	0.2083	0.068	0.0504	0.0713	0	0	0.084	0.0827	0.9757	0.8301	0.0101	0	0.1379	0.1667	0.2083	0.0695	0.0551	0.0742	0	0	0.0833	0.0797	0.9757	0.8256	0.0101	0	0.1379	0.1667	0.2083	0.0691	0.0513	0.0725	0	0	reg oper spec account	block of flats	0.056	Panel	No	1	0	1	0	-495	1	0	0	0	0	0	0	1	6
163,614	0	Revolving loans	M	Y	Y	0	270,000	337,500	16,875	337,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018801	-10,368	-153	-4,790	-3,026	14	1	1	0	1	0	0	High skill tech staff	2	2	2	FRIDAY	15	0	0	0	0	0	Business Entity Type 3	0.76387	0.622128	0.783832	0.0928	0.099	0.9767	0.6804	0.0727	0	0.2069	0.1667	0.2083	0.052	0.0756	0.0858	0	0	0.0945	0.1027	0.9767	0.6929	0.0734	0	0.2069	0.1667	0.2083	0.0532	0.0826	0.0894	0	0	0.0937	0.099	0.9767	0.6847	0.0732	0	0.2069	0.1667	0.2083	0.0529	0.077	0.0874	0	0	reg oper account	block of flats	0.1073	Panel	No	0	0	0	0	-1,493	0	0	0	0	0	0	0	0	3
278,451	0	Cash loans	M	Y	N	0	225,000	225,000	15,219	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.035792	-10,678	-2,712	-2,721	-3,279	20	1	1	1	1	0	0	Laborers	1	2	2	SUNDAY	12	0	0	0	1	1	Construction	0.112348	0.381734	0.549597	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	0	-1,408	1	0	0	0	0	0	0	0	3
439,992	0	Cash loans	M	Y	Y	0	135,000	225,000	25,515	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-10,777	-221	-3,186	-3,187	11	1	1	0	1	0	0	Sales staff	2	2	2	SATURDAY	12	0	0	0	1	1	Business Entity Type 3	0.356323	0.006168	0.515495	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	-1,251	1	0	0	0	0	0	0	2	4
223,131	0	Cash loans	F	N	Y	1	67,500	331,920	17,077.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00712	-15,471	-2,146	-7,190	-4,110	7	1	1	0	1	0	1	Cooking staff	3	2	2	FRIDAY	8	0	0	0	0	0	Medicine	0.736573	0.25476	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	-1,908	1	0	0	0	0	0	0	0	0
149,753	0	Cash loans	F	N	Y	1	135,000	302,206.5	15,561	229,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.009657	-11,652	-189	-622	-4,122	7	1	1	0	1	0	0	Core staff	3	2	2	TUESDAY	12	0	0	0	0	0	Business Entity Type 3	0.511351	0.693516	0.813917	0.2546	0.1713	0.9856	0.8028	0.0773	0.28	0.2414	0.3333	0.375	0.1088	0.2076	0.2664	0	0.0052	0.2595	0.1777	0.9856	0.8105	0.078	0.282	0.2414	0.3333	0.375	0.1113	0.2268	0.2776	0	0.0055	0.2571	0.1713	0.9856	0.8054	0.0778	0.28	0.2414	0.3333	0.375	0.1107	0.2112	0.2712	0	0.0053	reg oper account	block of flats	0.2529	Panel	No	1	0	1	0	-951	1	0	0	0	0	0	0	1	0
167,974	0	Cash loans	F	N	N	0	171,000	254,700	14,751	225,000	Unaccompanied	Commercial associate	Higher education	Widow	House / apartment	0.031329	-24,194	-2,717	-6,244	-5,390	7	1	1	0	1	0	0	Laborers	1	2	2	FRIDAY	14	0	0	0	0	0	Medicine	0.356323	0.5746	0.812823	0.0619	0.06	0.9781	0.7008	0.0101	0	0.1379	0.1667	0.2083	0.0468	0.0504	0.0519	0	0	0.063	0.0623	0.9782	0.7125	0.0102	0	0.1379	0.1667	0.2083	0.0479	0.0551	0.054	0	0	0.0625	0.06	0.9781	0.7048	0.0101	0	0.1379	0.1667	0.2083	0.0476	0.0513	0.0528	0	0	reg oper account	block of flats	0.0463	Panel	No	3	0	3	0	-1,869	1	0	0	0	0	0	2	0	1
396,724	0	Cash loans	F	N	N	2	90,000	755,190	38,556	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-14,125	-952	-5,734	-6,175	7	1	1	1	1	1	0	Managers	4	2	2	TUESDAY	12	0	0	0	0	0	Construction	0.33253	0.553741	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	-2,416	1	0	0	0	0	0	0	0	3
188,027	0	Revolving loans	F	N	Y	0	135,000	157,500	7,875	157,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.019689	-21,439	365,243	-10,788	-3,848	7	1	0	0	1	0	0	Laborers	1	2	2	WEDNESDAY	12	0	0	0	0	0	XNA	0.356323	0.663075	0.609276	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	-532	0	0	0	0	0	0	0	2	9
198,243	1	Cash loans	F	N	Y	0	139,500	279,000	15,133.5	279,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-21,630	-14,068	-5,517	-5,024	7	1	1	1	1	1	0	Laborers	2	2	2	WEDNESDAY	12	0	0	0	0	0	Kindergarten	0.080334	0.642983	0.488455	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	-2,558	1	0	0	0	0	0	2	0	2
395,659	1	Cash loans	F	N	Y	3	54,000	381,528	18,684	315,000	Unaccompanied	Working	Lower secondary	Married	House / apartment	0.019689	-13,054	-228	-572	-1,606	7	1	1	1	1	1	0	Laborers	5	2	2	MONDAY	14	0	0	0	1	1	Self-employed	0.356323	0.052494	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	1	0	1	0	-354	1	0	0	0	0	0	1	0	1
286,117	0	Cash loans	F	N	Y	2	135,000	431,280	22,149	360,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.010643	-10,809	-1,773	-1,420	-2,264	7	1	1	0	1	0	0	Security staff	4	2	2	THURSDAY	11	0	0	0	0	0	Agriculture	0.356323	0.123225	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	-545	1	0	0	0	0	0	0	0	3
111,326	0	Cash loans	M	Y	Y	0	112,500	814,041	23,931	679,500	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.035792	-19,649	-4,501	-8,730	-3,178	16	1	1	1	1	0	0	Laborers	2	2	2	WEDNESDAY	16	0	0	0	0	0	Self-employed	0.356323	0.632734	0.782608	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	-1,887	1	0	0	0	0	0	0	0	1
132,380	0	Cash loans	F	Y	N	0	135,000	225,000	14,778	225,000	Unaccompanied	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.003818	-10,378	-3,110	-4,592	-2,228	16	1	1	0	1	1	0	Cleaning staff	2	2	2	FRIDAY	10	0	0	0	0	0	Cleaning	0.425691	0.135571	0.08065	0.0928	0	0.9762	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.0945	0	0.9762	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0937	0	0.9762	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0681	Panel	No	0	0	0	0	-702	1	0	0	0	0	0	0	0	5
434,673	0	Cash loans	F	Y	N	0	202,500	663,093	21,519	553,500	Family	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.006852	-19,311	-12,538	-9,925	-2,862	10	1	1	0	1	0	0	Laborers	1	3	3	FRIDAY	5	0	0	0	0	0	Military	0.671319	0.210995	0.819318	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	-1,985	1	0	0	0	0	0	0	0	2
228,705	1	Cash loans	F	N	Y	0	63,000	237,024	18,855	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008575	-8,292	-104	-509	-924	7	1	1	1	1	0	0	Sales staff	2	2	2	WEDNESDAY	13	0	0	0	0	0	Trade: type 3	0.356323	0.331256	0.7463	0.0928	0	0.9831	0.8232	0	0	0.2759	0.1667	0.2083	0	0.0504	0	0	0	0.0945	0	0.9831	0.8301	0	0	0.2759	0.1667	0.2083	0	0.0551	0	0	0	0.0937	0	0.9831	0.8256	0	0	0.2759	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0701	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0
281,378	0	Cash loans	F	N	Y	0	173,250	474,183	29,137.5	391,500	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.010032	-21,145	365,243	-10,354	-4,336	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	4	0	0	0	0	0	XNA	0.631999	0.361138	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	0	0	0	0	-365	0	0	1	0	0	0	0	0	4
299,557	0	Cash loans	F	Y	Y	0	135,000	1,535,553	40,635	1,372,500	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.007114	-21,325	365,243	-4,390	-4,389	13	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	15	0	0	0	0	0	XNA	0.356323	0.26631	0.67383	0.1031	0.1158	0.9816	0.8232	0	0	0.2069	0.1667	0.2083	0	0.0504	0.0895	0	0	0.105	0.1202	0.9816	0.8301	0	0	0.2069	0.1667	0.2083	0	0.0551	0.0933	0	0	0.1041	0.1158	0.9816	0.8256	0	0	0.2069	0.1667	0.2083	0	0.0513	0.0911	0	0	reg oper account	block of flats	0.0773	Stone, brick	No	1	1	1	0	0	0	0	1	0	0	0	0	0	1
353,957	1	Cash loans	M	N	Y	0	157,500	312,768	19,030.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00823	-12,600	-2,572	-3,005	-4,356	7	1	1	0	1	0	0	Security staff	2	2	2	FRIDAY	12	0	0	0	0	0	Security	0.37172	0.160055	0.103449	0.2227	0.0818	0.9861	0.8232	0	0.24	0.2069	0.3333	0.2083	0	0.0504	0.234	0	0	0.2269	0.0849	0.9861	0.8301	0	0.2417	0.2069	0.3333	0.2083	0	0.0551	0.2438	0	0	0.2248	0.0818	0.9861	0.8256	0	0.24	0.2069	0.3333	0.2083	0	0.0513	0.2382	0	0	reg oper account	block of flats	0.183	Panel	No	0	0	0	0	-310	1	0	0	0	0	0	0	2	5
249,611	0	Cash loans	F	Y	N	0	36,000	508,495.5	20,164.5	454,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.028663	-17,048	-5,330	-9,059	-551	27	1	1	1	1	1	0	Medicine staff	2	2	2	SUNDAY	14	0	0	0	0	0	Medicine	0.356323	0.573407	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	-1,593	1	0	0	0	0	0	0	0	2
439,600	0	Cash loans	F	N	N	1	157,500	1,078,200	29,781	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-13,158	-1,482	-7,245	-4,028	7	1	1	0	1	0	0	Sales staff	3	2	2	THURSDAY	12	0	0	0	0	0	Self-employed	0.683296	0.349815	0.501075	0.1082	0.0714	0.9791	0.7144	0.0439	0	0.1207	0.1667	0.2083	0.0446	0.0878	0.0557	0.0019	0.0291	0.0588	0.0738	0.9767	0.6929	0.0311	0	0.1034	0.1667	0.2083	0.0326	0.0514	0.0554	0	0	0.1093	0.0714	0.9791	0.7182	0.0442	0	0.1207	0.1667	0.2083	0.0454	0.0894	0.0567	0.0019	0.0297	reg oper account	block of flats	0.0553	Block	No	0	0	0	0	-68	1	0	0	0	1	0	0	2	0
357,220	0	Cash loans	F	N	N	0	180,000	679,500	24,070.5	679,500	Family	Working	Secondary / secondary special	Civil marriage	Rented apartment	0.0105	-11,386	-2,217	-4,278	-3,741	7	1	1	1	1	1	0	Core staff	2	3	3	THURSDAY	17	0	0	1	1	0	Self-employed	0.539275	0.038128	0.560284	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	1	0	0	0	0	0	0	0	6
329,468	0	Cash loans	F	N	N	0	157,500	270,000	15,205.5	270,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.019101	-18,810	-1,264	-7,134	-2,313	7	1	1	1	1	0	0	Accountants	1	2	2	WEDNESDAY	11	0	0	0	1	1	Business Entity Type 3	0.886656	0.741723	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	1	0	1	0	-1,492	1	0	0	0	0	0	0	0	1
393,187	0	Cash loans	M	Y	Y	1	193,500	545,040	20,677.5	450,000	Spouse, partner	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.011703	-15,459	-1,284	-9,600	-4,357	10	1	1	0	1	0	0	Drivers	3	2	2	FRIDAY	16	0	0	0	0	0	Electricity	0.356323	0.657685	0.470456	0.0789	0.0209	0.9697	0.7416	0.0188	0	0.2069	0.125	0.2083	0.1109	0.1076	0.073	0.0039	0.0018	0.0252	0	0.9588	0.7517	0.0189	0	0.1379	0.0833	0.2083	0.0668	0.1175	0.0285	0.0039	0	0.0796	0.0209	0.9697	0.7451	0.0189	0	0.2069	0.125	0.2083	0.1129	0.1095	0.0743	0.0039	0.0018	not specified	block of flats	0.0237	Block	No	3	1	3	0	-1,075	1	0	0	0	0	0	0	0	2
232,748	0	Cash loans	M	Y	Y	1	144,000	130,320	13,482	112,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.006008	-14,488	-2,206	-8,629	-4,719	65	1	1	0	1	0	1	Core staff	2	2	2	THURSDAY	10	0	0	0	0	0	Self-employed	0.687947	0.689963	0.667458	0.0742	0.0602	0.9856	0.8028	0.0543	0.08	0.069	0.3333	0.375	0	0.0605	0.0776	0	0	0.0756	0.0625	0.9856	0.8105	0.0548	0.0806	0.069	0.3333	0.375	0	0.0661	0.0809	0	0	0.0749	0.0602	0.9856	0.8054	0.0546	0.08	0.069	0.3333	0.375	0	0.0616	0.079	0	0	reg oper account	block of flats	0.0907	Stone, brick	No	0	0	0	0	-843	1	0	0	0	0	0	0	1	1
298,883	0	Cash loans	F	N	Y	0	103,500	315,000	34,056	315,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.006207	-14,989	-2,656	-1,788	-4,339	7	1	1	1	1	1	0	Sales staff	2	2	2	TUESDAY	12	0	0	0	0	0	Trade: type 7	0.356323	0.628695	0.712155	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	-1,195	1	0	0	0	0	0	0	1	2
228,624	0	Cash loans	F	N	Y	0	90,000	327,024	15,372	270,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	Office apartment	0.005313	-12,307	-1,287	-8,846	-4,975	7	1	1	0	1	0	0	Private service staff	2	2	2	TUESDAY	17	0	0	1	1	0	Self-employed	0.115182	0.151069	0.7463	0.0124	0	0.9771	0.6872	0	0	0.069	0.0417	0.0833	0	0.0101	0.0061	0	0	0.0126	0	0.9772	0.6994	0	0	0.069	0.0417	0.0833	0	0.011	0.0063	0	0	0.0125	0	0.9771	0.6914	0	0	0.069	0.0417	0.0833	0	0.0103	0.0062	0	0	reg oper account	block of flats	0.0086	Stone, brick	No	5	1	5	0	-91	1	0	0	0	0	0	0	0	0
240,575	0	Cash loans	M	N	Y	0	225,000	450,000	24,412.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-12,778	-4,221	-782	-4,843	7	1	1	1	1	0	0	Drivers	2	2	2	TUESDAY	10	0	0	0	0	0	Transport: type 4	0.157908	0.766639	0.273565	0.3969	0.4936	0.9801	0.728	0.1926	0	0.8966	0.1667	0.2083	0.4413	0.3236	0.2524	0	0.1679	0.4044	0.5123	0.9801	0.7387	0.1944	0	0.8966	0.1667	0.2083	0.4514	0.3535	0.263	0	0.1778	0.4008	0.4936	0.9801	0.7316	0.1939	0	0.8966	0.1667	0.2083	0.449	0.3292	0.2569	0	0.1715	reg oper account	block of flats	0.3051	Panel	No	7	0	7	0	-1,720	1	0	0	0	0	0	1	0	2
419,669	0	Cash loans	M	Y	Y	0	202,500	283,585.5	29,907	256,500	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.016612	-15,042	-596	-1,884	-5,101	10	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.311891	0.657784	0.167	0.083	0.9781	0.7008	0.0762	0	0.1034	0.1667	0.2083	0.0227	0.1353	0.0608	0.0039	0.0311	0.1702	0.0861	0.9782	0.7125	0.0769	0	0.1034	0.1667	0.2083	0.0232	0.1478	0.0633	0.0039	0.033	0.1686	0.083	0.9781	0.7048	0.0766	0	0.1034	0.1667	0.2083	0.0231	0.1377	0.0619	0.0039	0.0318	reg oper account	block of flats	0.0962	Stone, brick	No	0	0	0	0	-1,670	1	0	0	0	0	0	0	2	2
255,093	0	Cash loans	M	N	Y	0	112,500	150,480	10,948.5	112,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-11,678	-1,720	-4,839	-3,858	7	1	1	0	1	1	1	Laborers	2	2	2	FRIDAY	17	0	0	0	0	0	Business Entity Type 3	0.112963	0.573199	0.054957	0.0722	0.0402	0.9767	0.8232	0	0	0.1379	0.1667	0.2083	0.0167	0.0504	0.0611	0	0.0041	0.0735	0.0417	0.9767	0.8301	0	0	0.1379	0.1667	0.2083	0.0171	0.0551	0.0636	0	0.0044	0.0729	0.0402	0.9767	0.8256	0	0	0.1379	0.1667	0.2083	0.017	0.0513	0.0622	0	0.0042	reg oper account	block of flats	0.0518	Stone, brick	No	1	1	1	1	-1,799	1	0	0	0	0	0	0	2	8
108,812	0	Revolving loans	F	N	N	2	135,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-12,638	-276	-596	-2,183	7	1	1	0	1	0	0	Cooking staff	4	2	2	WEDNESDAY	12	0	0	1	1	0	Business Entity Type 3	0.441304	0.379337	0.627991	0.2938	0.153	0.998	0.9728	0.1028	0.32	0.1379	0.5417	0.5	0.1042	0.2396	0.2987	0	0	0.2994	0.1588	0.998	0.9739	0.1038	0.3222	0.1379	0.5417	0.5	0.1066	0.2617	0.3112	0	0	0.2967	0.153	0.998	0.9732	0.1035	0.32	0.1379	0.5417	0.5	0.106	0.2437	0.3041	0	0	reg oper account	block of flats	0.2784	Panel	No	0	0	0	0	-1,503	0	0	0	0	0	0	0	0	0
193,775	0	Cash loans	M	Y	Y	0	247,500	418,500	15,777	418,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.030755	-20,265	-5,480	-5,467	-3,729	0	1	1	1	1	1	0	Managers	2	2	2	TUESDAY	9	0	0	0	0	0	Business Entity Type 2	0.879348	0.663373	0.740799	0.1588	0.1447	0.9876	0.83	0.0898	0.2	0.1724	0.3333	0.375	0.3907	0.1286	0.14	0.0039	0.1328	0.1618	0.1502	0.9876	0.8367	0.0906	0.2014	0.1724	0.3333	0.375	0.3997	0.1405	0.1081	0.0039	0.0937	0.1603	0.1447	0.9876	0.8323	0.0904	0.2	0.1724	0.3333	0.375	0.3975	0.1308	0.1425	0.0039	0.1356	reg oper account	block of flats	0.1577	Panel	No	0	0	0	0	-2,809	1	0	0	0	0	0	6	2	3
180,282	0	Cash loans	M	N	Y	1	180,000	1,133,748	36,702	990,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-12,848	-3,230	-2,377	-4,443	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	12	0	0	0	0	0	Construction	0.440888	0.506715	0.221335	0.1644	0.0017	0.9762	0.8232	0	0	0.1034	0.1667	0.2083	0.0192	0.0504	0.0432	0	0.0013	0.167	0.0018	0.9762	0.8301	0	0	0.1034	0.1667	0.2083	0.0152	0.0551	0.0448	0	0	0.166	0.0017	0.9762	0.8256	0	0	0.1034	0.1667	0.2083	0.0195	0.0513	0.044	0	0.0013	reg oper account	specific housing	0.0427	Stone, brick	No	0	0	0	0	-2,373	1	0	0	0	0	0	0	0	1
340,048	0	Cash loans	F	N	Y	0	135,000	239,850	23,494.5	225,000	Family	Pensioner	Secondary / secondary special	Separated	Municipal apartment	0.007274	-24,333	365,243	-9,932	-3,930	7	1	0	0	1	0	0	Laborers	1	2	2	MONDAY	13	0	0	0	0	0	XNA	0.356323	0.199393	0.612704	0.0082	0	0.9717	0.6124	0.0029	0	0.069	0.0417	0.0833	0.0275	0.0067	0.0083	0	0	0.0084	0	0.9717	0.6276	0.003	0	0.069	0.0417	0.0833	0.0281	0.0073	0.0087	0	0	0.0083	0	0.9717	0.6176	0.003	0	0.069	0.0417	0.0833	0.0279	0.0068	0.0085	0	0	reg oper account	block of flats	0.009	Stone, brick	No	0	0	0	0	-17	1	0	0	0	0	0	0	1	1
338,284	0	Cash loans	M	N	Y	0	157,500	490,536	18,621	405,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.022625	-22,713	-3,568	-2,910	-4,856	7	1	1	1	1	1	0	Cleaning staff	2	2	2	MONDAY	18	0	0	0	1	1	Housing	0.356323	0.616337	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	1	1	1	-1,509	0	0	1	0	0	0	0	0	0
298,817	0	Cash loans	F	N	Y	0	202,500	254,700	16,713	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.002042	-21,137	365,243	-2,572	-4,511	7	1	0	0	1	0	0	Laborers	1	3	3	FRIDAY	14	0	0	0	0	0	XNA	0.356323	0.755454	0.331251	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	-419	0	0	1	0	0	1	0	0	4
408,048	0	Cash loans	F	Y	Y	0	112,500	152,820	15,241.5	135,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.018634	-15,563	-692	-9,646	-4,552	13	1	1	0	1	0	0	Accountants	1	2	2	FRIDAY	17	0	0	0	1	1	Business Entity Type 3	0.241538	0.706741	0.363945	0.0959	0.0694	0.9866	0.762	0.057	0.0968	0.0834	0.3508	0.0417	0.0672	0.0782	0.0847	0	0.0396	0.105	0.078	0.9811	0.7517	0.0664	0.0806	0.069	0.3333	0.0417	0.0479	0.0918	0.0905	0	0	0.1041	0.0752	0.9881	0.7451	0.0662	0.08	0.069	0.3333	0.0417	0.0477	0.0855	0.0884	0	0.001	org spec account	block of flats	0.1243	Panel	No	1	0	1	0	-95	1	0	0	0	0	0	1	0	1
298,552	0	Cash loans	M	N	N	0	112,500	539,100	29,376	450,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.018029	-14,420	-814	-4,962	-4,986	7	1	1	1	1	1	0	Security staff	2	3	3	WEDNESDAY	11	0	0	0	0	0	Business Entity Type 3	0.356323	0.27452	0.262249	0.0825	0	0.9791	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9791	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9791	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.061	Stone, brick	No	0	0	0	0	-1,030	1	0	0	0	0	1	0	0	3
324,029	0	Cash loans	M	N	N	0	159,750	1,078,200	38,200.5	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-10,541	-263	-699	-721	7	1	1	1	1	1	0	Managers	2	2	2	WEDNESDAY	13	0	0	0	0	0	Transport: type 4	0.116859	0.690098	0.141115	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	-662	0	1	0	0	0	0	0	0	5
281,363	0	Cash loans	F	N	Y	0	90,000	1,157,958	49,189.5	1,035,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.0228	-22,060	365,243	-10,238	-4,374	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	8	0	0	0	0	0	XNA	0.356323	0.566021	0.28813	0.1031	0.4696	0.9771	0.6872	0.0203	0	0.2069	0.1667	0.0417	0.0717	0.0841	0.0885	0	0	0.105	0.4873	0.9772	0.6994	0.0205	0	0.2069	0.1667	0.0417	0.0733	0.0918	0.0923	0	0	0.1041	0.4696	0.9771	0.6914	0.0204	0	0.2069	0.1667	0.0417	0.0729	0.0855	0.0901	0	0	reg oper account	block of flats	0.0808	Stone, brick	No	3	0	3	0	0	0	0	1	0	0	0	1	0	0
158,522	0	Cash loans	F	N	Y	0	315,000	254,700	30,357	225,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.018801	-16,834	-2,694	-15	-377	7	1	1	1	1	0	0	Managers	2	2	2	THURSDAY	8	1	1	0	1	1	Trade: type 7	0.356323	0.081545	0.425893	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	-9	1	0	0	0	0	0	2	0	0
378,221	0	Cash loans	F	N	Y	0	63,000	117,162	11,542.5	103,500	Unaccompanied	Pensioner	Lower secondary	Separated	House / apartment	0.008019	-23,401	365,243	-4,740	-4,007	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	11	0	0	0	0	0	XNA	0.356323	0.473245	0.631355	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	-37	1	0	0	0	0	0	0	0	0
284,842	0	Cash loans	M	N	Y	0	112,500	611,905.5	34,299	567,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.008474	-17,254	-5,388	-7,827	-807	7	1	1	0	1	1	0	Laborers	1	2	2	THURSDAY	13	0	0	0	0	0	Industry: type 5	0.374553	0.408601	0.672243	0.3392	0.2235	0.9861	0.8096	0.2396	0.36	0.3103	0.3333	0	0.0562	0.2765	0.2265	0	0	0.3456	0.232	0.9861	0.8171	0.2418	0.3625	0.3103	0.3333	0	0.0575	0.3021	0.236	0	0	0.3425	0.2235	0.9861	0.8121	0.2411	0.36	0.3103	0.3333	0	0.0572	0.2813	0.2306	0	0	reg oper account	block of flats	0.2922	Panel	No	0	0	0	0	-2,636	1	0	0	0	0	0	0	0	2
423,102	0	Cash loans	M	Y	Y	0	180,000	495,000	25,402.5	495,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.003069	-22,373	365,243	-3,975	-1,264	11	1	0	0	1	0	0	Laborers	1	3	3	TUESDAY	15	0	0	0	0	0	XNA	0.65974	0.545611	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	0	0	0	0	-2,321	1	0	0	0	0	0	0	2	9
305,502	1	Cash loans	F	N	Y	0	67,500	373,311	19,188	283,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.018634	-15,931	-8,776	-4,276	-197	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	11	0	0	0	0	0	Other	0.159605	0.151485	0.7463	0.0186	0	0.9583	0.8232	0	0	0.1379	0.1667	0.2083	0.0448	0.0504	0.0222	0	0	0.0189	0	0.9583	0.8301	0	0	0.1379	0.1667	0.2083	0.0458	0.0551	0.0232	0	0	0.0187	0	0.9583	0.8256	0	0	0.1379	0.1667	0.2083	0.0455	0.0513	0.0226	0	0	reg oper account	block of flats	0.0175	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0
308,296	0	Cash loans	F	N	N	1	67,500	675,000	19,867.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.015221	-13,314	-5,385	-3,842	-1,743	7	1	1	0	1	0	0	Medicine staff	3	2	2	MONDAY	14	0	0	1	1	0	Medicine	0.299271	0.728936	0.634706	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	-640	1	0	0	0	0	0	0	0	1
282,786	0	Cash loans	F	N	Y	0	135,000	900,000	50,386.5	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.01885	-15,645	-5,209	-9	-4,672	7	1	1	0	1	0	0	Private service staff	2	2	2	THURSDAY	12	0	0	0	0	0	Services	0.356323	0.680673	0.7463	0.0722	0.0787	0.9786	0.7076	0.0077	0	0.1379	0.1667	0.2083	0.0307	0.0588	0.0415	0	0	0.0735	0.0817	0.9786	0.719	0.0077	0	0.1379	0.1667	0.2083	0.0314	0.0643	0.0433	0	0	0.0729	0.0787	0.9786	0.7115	0.0077	0	0.1379	0.1667	0.2083	0.0313	0.0599	0.0423	0	0	reg oper account	block of flats	0.049	Stone, brick	No	0	0	0	0	-2,386	1	0	0	0	0	0	0	0	0
289,538	0	Revolving loans	F	N	N	0	81,000	225,000	11,250	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	Municipal apartment	0.04622	-21,088	-2,882	-12,212	-4,071	7	1	1	1	1	0	0	Cleaning staff	1	1	1	SATURDAY	10	0	0	0	0	0	Business Entity Type 2	0.356323	0.684421	0.7463	0.0825	0	0.9831	0.8232	0	0	0.2069	0.1667	0.2083	0	0.0504	0.0821	0	0	0.084	0	0.9831	0.8301	0	0	0.2069	0.1667	0.2083	0	0.0551	0.0856	0	0	0.0833	0	0.9831	0.8256	0	0	0.2069	0.1667	0.2083	0	0.0513	0.0836	0	0	reg oper account	block of flats	0.0645	Stone, brick	No	0	0	0	0	-872	0	0	0	0	0	0	0	0	2
170,034	0	Cash loans	M	N	Y	0	94,500	252,000	20,038.5	252,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-17,299	-731	-7,796	-842	7	1	1	0	1	0	0	Cooking staff	2	2	2	MONDAY	14	0	0	0	0	0	Business Entity Type 3	0.336707	0.473878	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	-429	1	0	0	0	0	0	0	0	0
401,258	0	Cash loans	M	Y	Y	0	135,000	879,934.5	34,897.5	711,000	Other_B	Working	Secondary / secondary special	Married	House / apartment	0.030755	-17,565	-401	-3,389	-1,093	9	1	1	0	1	0	0	Drivers	2	2	2	WEDNESDAY	15	0	0	0	1	1	Business Entity Type 3	0.356323	0.58933	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	-2,828	1	0	0	0	0	0	0	0	0
382,753	0	Cash loans	F	N	Y	1	202,500	1,215,000	33,412.5	1,215,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-14,311	-7,439	-6,241	-4,915	7	1	1	1	1	0	0	Medicine staff	3	2	2	SATURDAY	13	0	0	0	0	0	Medicine	0.539978	0.594775	0.472253	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	-3,333	1	0	0	0	0	0	0	0	2
248,940	0	Cash loans	M	N	Y	0	270,000	1,506,816	49,927.5	1,350,000	Unaccompanied	Working	Higher education	Single / not married	Co-op apartment	0.00823	-14,338	-2,436	-5,060	-5,061	7	1	1	1	1	1	0	Managers	1	2	2	TUESDAY	17	0	0	0	0	0	Business Entity Type 3	0.740106	0.438118	0.490258	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	-586	1	0	0	0	0	0	0	0	2
178,843	0	Revolving loans	M	N	Y	2	225,000	630,000	31,500	630,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.02461	-16,018	-2,196	-3,664	-4,710	7	1	1	0	1	0	0	Managers	4	2	2	FRIDAY	13	0	0	0	1	1	Business Entity Type 3	0.654328	0.704502	0.661024	0.2732	0.2146	0.9816	0.7484	0.0573	0.32	0.2759	0.3333	0.375	0.1525	0.0504	0.2892	0	0	0.2784	0.2227	0.9816	0.7583	0.0579	0.3222	0.2759	0.3333	0.375	0.156	0.0551	0.3013	0	0	0.2758	0.2146	0.9816	0.7518	0.0577	0.32	0.2759	0.3333	0.375	0.1551	0.0513	0.2944	0	0	reg oper account	block of flats	0.2957	Panel	No	2	1	2	0	-1,179	0	0	0	0	0	0	0	0	1
426,288	0	Cash loans	M	Y	N	1	202,500	562,491	23,832	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-16,020	-2,982	-2,560	-4,519	14	1	1	1	1	0	0	Managers	3	3	3	FRIDAY	7	0	0	0	0	0	Industry: type 9	0.356323	0.196335	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	-1,212	0	0	0	1	0	0	0	0	0
377,885	0	Cash loans	F	N	N	1	180,000	675,000	41,427	675,000	Unaccompanied	Working	Higher education	Married	With parents	0.01452	-9,686	-1,928	-796	-1,301	7	1	1	0	1	0	1	Sales staff	3	2	2	TUESDAY	11	0	0	0	0	0	Trade: type 7	0.372245	0.343501	0.217629	0.1577	0.0967	0.9796	0.7212	0.0197	0.12	0.2069	0.25	0.0417	0.0849	0.1286	0.1079	0	0.0127	0.105	0.0891	0.9796	0.7321	0	0	0.2069	0.1667	0.0417	0.0849	0.0918	0.0662	0	0	0.1593	0.0967	0.9796	0.7249	0.0198	0.12	0.2069	0.25	0.0417	0.0864	0.1308	0.1099	0	0.013	reg oper account	block of flats	0.1778	Panel	No	0	0	0	0	-515	1	0	0	0	0	0	0	0	0
212,006	1	Cash loans	F	N	N	0	225,000	450,000	20,979	450,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.006671	-13,417	-2,722	-7,551	-4,197	7	1	1	1	1	0	0	Accountants	2	2	2	SUNDAY	23	0	0	1	1	0	Self-employed	0.356323	0.593346	0.363945	0.1062	0.0418	0.9841	0.7824	0.043	0	0.2069	0.1667	0.2083	0.1354	0.0841	0.0898	0.0116	0.0661	0.1082	0.0434	0.9841	0.7909	0.0434	0	0.2069	0.1667	0.2083	0.1385	0.0918	0.0936	0.0117	0.0699	0.1072	0.0418	0.9841	0.7853	0.0433	0	0.2069	0.1667	0.2083	0.1378	0.0855	0.0914	0.0116	0.0675	org spec account	block of flats	0.1085	Block	No	0	0	0	0	-689	1	0	0	0	0	0	1	0	4
259,212	0	Cash loans	F	N	Y	2	112,500	242,950.5	13,176	184,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.010643	-9,976	-2,796	-3,868	-2,088	7	1	1	0	1	0	0	Laborers	4	2	2	SATURDAY	10	0	0	0	0	0	Business Entity Type 3	0.239905	0.65278	0.45611	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	-916	1	0	0	0	0	1	0	0	1
242,311	0	Cash loans	M	Y	N	2	180,000	1,777,212	47,011.5	1,588,500	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.018801	-13,375	-2,376	-12	-4,678	5	1	1	1	1	0	0	Laborers	4	2	2	MONDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.681732	0.542445	0.2464	0.1069	0.9995	0.9864	0.0915	0.2	0.1379	0.5833	0.4167	0.1104	0.1984	0.228	0.0116	0.0113	0.2511	0.1109	0.9995	0.9869	0.0923	0.2014	0.1379	0.5833	0.4167	0.1129	0.2167	0.2375	0.0117	0.012	0.2488	0.1069	0.9995	0.9866	0.092	0.2	0.1379	0.5833	0.4167	0.1123	0.2018	0.2321	0.0116	0.0116	reg oper account	block of flats	0.2318	Panel	No	5	3	5	3	-2	1	0	0	0	0	0	0	0	0
184,910	0	Cash loans	F	N	Y	3	90,000	369,000	21,312	369,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.01452	-15,405	-1,647	-1,334	-4,590	7	1	1	0	1	0	0	Medicine staff	5	2	2	WEDNESDAY	16	0	0	0	0	0	Trade: type 6	0.356323	0.593462	0.641368	0.0969	0.0679	0.9881	0.8368	0.0793	0.04	0.1034	0.4167	0.4583	0.076	0.0777	0.0831	0.0058	0.0996	0.0788	0.0555	0.9871	0.8301	0.08	0	0.0345	0.1667	0.2083	0.0464	0.0689	0.0801	0	0	0.0978	0.0679	0.9881	0.839	0.0798	0.04	0.1034	0.4167	0.4583	0.0773	0.0791	0.0846	0.0058	0.1017	org spec account	block of flats	0.0605	Panel	No	5	0	5	0	0	1	0	0	0	0	0	0	0	0
193,577	0	Cash loans	F	Y	N	0	315,000	1,731,901.5	47,754	1,548,000	Family	Pensioner	Higher education	Married	House / apartment	0.04622	-22,845	365,243	-2,475	-4,807	3	1	0	0	1	0	0	Laborers	2	1	1	MONDAY	13	0	0	0	0	0	XNA	0.356323	0.697134	0.303146	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	0	1	0	0	0	0	0	0	1	6
277,391	0	Cash loans	M	Y	N	0	90,000	254,700	17,019	225,000	Spouse, partner	Working	Secondary / secondary special	Single / not married	House / apartment	0.022625	-10,058	-1,594	-4,675	-2,459	8	1	1	0	1	0	0	Drivers	1	2	2	THURSDAY	17	0	0	0	0	0	Transport: type 4	0.356323	0.194215	0.092013	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	-1,938	0	0	0	1	0	0	0	0	3
247,039	0	Cash loans	F	N	Y	1	157,500	646,920	23,895	540,000	Family	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.005084	-14,285	-4,960	-8,154	-4,844	7	1	1	0	1	0	0	Sales staff	3	2	2	MONDAY	9	0	0	0	0	0	Self-employed	0.452278	0.446193	0.595456	0.0557	0.0129	0.9811	0.8232	0	0.04	0.0345	0.3333	0.2083	0	0.0504	0.0446	0	0	0.0567	0.0134	0.9811	0.8301	0	0.0403	0.0345	0.3333	0.2083	0	0.0551	0.0465	0	0	0.0562	0.0129	0.9811	0.8256	0	0.04	0.0345	0.3333	0.2083	0	0.0513	0.0454	0	0	reg oper account	block of flats	0.0351	Stone, brick	No	6	1	6	1	-561	1	0	0	0	0	0	0	0	5
150,966	0	Cash loans	M	N	Y	0	202,500	485,640	39,069	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-12,577	-4,838	-6,541	-3,828	7	1	1	0	1	0	0	Laborers	2	2	1	MONDAY	9	0	0	0	0	0	Business Entity Type 3	0.356323	0.601807	0.643026	0.1021	0.1342	0.9891	0.8504	0.0301	0	0.1724	0.1667	0.2083	0.1341	0.0832	0.125	0	0	0.104	0.1393	0.9891	0.8563	0.0304	0	0.1724	0.1667	0.2083	0.1371	0.0909	0.1302	0	0	0.1031	0.1342	0.9891	0.8524	0.0303	0	0.1724	0.1667	0.2083	0.1364	0.0847	0.1272	0	0	reg oper account	block of flats	0.1135	Panel	No	1	1	1	0	-2,528	1	0	0	0	0	0	1	0	0
407,486	0	Cash loans	F	N	N	1	135,000	547,344	18,216	472,500	Unaccompanied	Commercial associate	Incomplete higher	Separated	With parents	0.020713	-11,926	-3,665	-5,992	-3,319	7	1	1	0	1	0	0	High skill tech staff	2	3	2	FRIDAY	6	0	0	0	0	0	Self-employed	0.356323	0.620157	0.825636	0.1021	0.1075	0.9776	0.694	0.0338	0	0.2069	0.1667	0.2083	0.0859	0.0832	0.0937	0	0	0.104	0.1115	0.9777	0.706	0.0341	0	0.2069	0.1667	0.2083	0.0878	0.0909	0.0977	0	0	0.1031	0.1075	0.9776	0.6981	0.034	0	0.2069	0.1667	0.2083	0.0874	0.0847	0.0954	0	0	not specified	block of flats	0.0803	Panel	No	0	0	0	0	-1,749	1	0	0	0	0	0	1	2	1
203,677	0	Cash loans	M	Y	Y	0	247,500	900,000	29,875.5	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.01452	-20,922	-5,464	-4,382	-4,486	13	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	9	1	1	0	1	1	Business Entity Type 3	0.356323	0.342028	0.681706	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	-1,280	1	0	0	0	0	0	0	1	5
160,459	0	Cash loans	F	N	Y	0	135,000	900,000	48,082.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011703	-16,552	-3,327	-7,999	-105	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	10	0	0	0	1	1	Industry: type 9	0.356323	0.700654	0.000527	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	-1,915	1	0	0	0	0	0	0	0	0
330,538	0	Cash loans	F	N	Y	0	202,500	526,500	26,883	526,500	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.00823	-17,120	-1,469	-5,057	-675	7	1	1	0	1	0	0	Accountants	2	2	2	MONDAY	12	0	0	0	0	0	Self-employed	0.563195	0.41518	0.100804	0.0546	0.0247	0.9816	0.8232	0	0.04	0.0345	0.3333	0.2083	0.059	0.0504	0.0456	0	0.002	0.0557	0.0256	0.9816	0.8301	0	0.0403	0.0345	0.3333	0.2083	0.0603	0.0551	0.0475	0	0.0021	0.0552	0.0247	0.9816	0.8256	0	0.04	0.0345	0.3333	0.2083	0.06	0.0513	0.0464	0	0.0021	reg oper account	block of flats	0.0363	Stone, brick	Yes	0	0	0	0	-2,880	1	0	0	0	0	0	0	0	4
226,755	1	Cash loans	M	N	Y	0	135,000	345,289.5	18,859.5	279,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.005084	-9,332	-127	-8,119	-2,023	7	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	Business Entity Type 3	0.356323	0.070954	0.141992	0.0825	0.0792	0.9742	0.6464	0	0	0.1379	0.1667	0.2083	0.0333	0.0572	0.0353	0.0463	0.0317	0.084	0.0822	0.9742	0.6602	0	0	0.1379	0.1667	0.2083	0.034	0.0624	0.0368	0.0467	0.0336	0.0833	0.0792	0.9742	0.6511	0	0	0.1379	0.1667	0.2083	0.0338	0.0581	0.036	0.0466	0.0324	reg oper account	block of flats	0.049	Stone, brick	No	0	0	0	0	-1,055	1	0	0	0	0	0	1	0	4
424,028	1	Revolving loans	M	N	Y	0	112,500	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.030755	-14,809	-549	-2,239	-4,520	7	1	1	0	1	0	0	Drivers	1	2	2	THURSDAY	13	0	0	0	1	1	Business Entity Type 3	0.356323	0.769432	0.683269	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	-321	0	0	0	0	0	0	0	0	0
213,656	0	Cash loans	M	N	Y	1	157,500	877,500	25,785	877,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018209	-16,880	-909	-559	-426	7	1	1	0	1	1	0	Laborers	3	3	3	THURSDAY	9	0	0	0	0	0	Construction	0.356323	0.167988	0.58499	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0054	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0057	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0055	0	0	reg oper account	block of flats	0.0043	Panel	No	0	0	0	0	-87	1	0	0	0	0	0	0	1	0
166,262	0	Cash loans	M	Y	N	0	135,000	545,040	25,407	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.020246	-20,987	365,243	-2,090	-347	23	1	0	0	1	1	0	Laborers	2	3	3	SUNDAY	11	0	0	0	0	0	XNA	0.356323	0.367869	0.116867	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	-286	1	0	0	0	0	0	0	0	0
127,300	0	Cash loans	F	N	Y	1	90,000	1,125,000	33,025.5	1,125,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.026392	-12,166	-1,373	-1,708	-3,373	7	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	13	0	0	0	0	0	Business Entity Type 3	0.714365	0.783369	0.689479	0.1031	0.1141	0.9776	0.8232	0	0	0.2069	0.1667	0.2083	0.1751	0.0504	0.0886	0	0	0.105	0.1184	0.9777	0.8301	0	0	0.2069	0.1667	0.2083	0.1791	0.0551	0.0923	0	0	0.1041	0.1141	0.9776	0.8256	0	0	0.2069	0.1667	0.2083	0.1781	0.0513	0.0902	0	0	reg oper account	block of flats	0.0697	Stone, brick	No	0	0	0	0	-993	1	0	0	0	0	0	0	0	0
189,196	0	Cash loans	M	Y	N	1	180,000	679,500	28,917	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-9,743	-3,034	-2,832	-2,436	12	1	1	1	1	0	0	Laborers	3	3	3	FRIDAY	10	0	0	0	0	0	Business Entity Type 3	0.491445	0.305809	0.300108	0.1031	0	0.9856	0.8232	0	0	0.2069	0.1667	0.2083	0	0.0504	0.0914	0	0	0.105	0	0.9856	0.8301	0	0	0.2069	0.1667	0.2083	0	0.0551	0.0952	0	0	0.1041	0	0.9856	0.8256	0	0	0.2069	0.1667	0.2083	0	0.0513	0.093	0	0	reg oper account	block of flats	0.0765	Panel	No	3	0	3	0	-802	0	0	0	1	0	0	0	0	0
135,782	0	Cash loans	M	N	Y	0	202,500	450,000	38,497.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-13,212	-2,346	-5,862	-4,781	7	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	1	1	Business Entity Type 1	0.356323	0.538098	0.344155	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	-1,200	1	0	0	0	0	0	0	1	9
235,125	0	Cash loans	F	Y	Y	0	315,000	467,257.5	17,613	328,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-18,562	-3,379	-11,935	-2,108	6	1	1	0	1	0	0	Accountants	2	2	2	FRIDAY	14	0	0	0	1	1	Business Entity Type 3	0.80733	0.187439	0.665855	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	-2,091	1	0	0	0	0	0	0	0	0
159,760	0	Cash loans	F	N	Y	0	135,000	450,000	23,107.5	450,000	Unaccompanied	Commercial associate	Higher education	Married	With parents	0.022625	-11,115	-2,886	-203	-272	7	1	1	1	1	1	0	High skill tech staff	2	2	2	TUESDAY	8	0	0	0	0	0	Transport: type 2	0.404625	0.629481	0.7463	0.0825	0	0.9757	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0411	0	0	0.084	0	0.9757	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0428	0	0	0.0833	0	0.9757	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0418	0	0	reg oper account	block of flats	0.0506	Block	No	0	0	0	0	-1,809	1	0	0	0	0	0	0	0	0
356,491	0	Cash loans	M	Y	Y	0	112,500	675,000	19,867.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-17,955	-247	-1,082	-1,495	14	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	19	0	0	0	1	1	Construction	0.512965	0.520486	0.669057	0.0619	0.0496	0.998	0.9728	0	0	0.1379	0.1667	0	0	0.0504	0.0488	0	0	0.063	0.0515	0.998	0.9739	0	0	0.1379	0.1667	0	0	0.0551	0.0508	0	0	0.0625	0.0496	0.998	0.9732	0	0	0.1379	0.1667	0	0	0.0513	0.0497	0	0	reg oper account	block of flats	0.0417	Stone, brick	No	0	0	0	0	-2,925	1	0	0	0	0	0	0	0	0
178,153	0	Cash loans	F	N	N	1	135,000	1,078,200	31,653	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	With parents	0.025164	-8,752	-889	-2,104	-1,432	7	1	1	0	1	0	0	Secretaries	2	2	2	FRIDAY	12	0	0	0	0	0	Transport: type 4	0.385091	0.078153	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	0	1	0	0	0	0	0	1	0	1
404,350	0	Cash loans	F	N	N	0	189,000	1,236,816	39,897	1,080,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.011703	-12,749	-948	-2,640	-5,384	7	1	1	0	1	1	0	Medicine staff	2	2	2	THURSDAY	15	0	0	0	0	0	Business Entity Type 3	0.445831	0.623787	0.7463	0.2845	0	0.9811	0.7416	0.0662	0.32	0.2759	0.3333	0.375	0.1633	0.0504	0.3012	0	0.0268	0.2899	0	0.9811	0.7517	0.0669	0.3222	0.2759	0.3333	0.375	0.167	0.0551	0.3138	0	0.0284	0.2873	0	0.9811	0.7451	0.0667	0.32	0.2759	0.3333	0.375	0.1661	0.0513	0.3066	0	0.0274	reg oper account	block of flats	0.2789	Panel	No	4	0	4	0	-1,732	1	0	0	0	0	0	0	0	3
151,597	0	Cash loans	F	Y	N	0	90,000	444,420	16,600.5	337,500	Family	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.04622	-16,970	-268	-4,484	-509	15	1	1	0	1	1	0	Sales staff	1	1	1	MONDAY	17	0	0	0	1	1	Self-employed	0.356323	0.746834	0.7463	0.0082	0	0.9722	0.8232	0	0	0.069	0.0417	0.2083	0.0268	0.0504	0	0	0	0.0084	0	0.9722	0.8301	0	0	0.069	0.0417	0.2083	0.0274	0.0551	0	0	0	0.0083	0	0.9722	0.8256	0	0	0.069	0.0417	0.2083	0.0273	0.0513	0	0	0	reg oper account	block of flats	0.0067	Stone, brick	No	1	0	1	0	-2,333	1	0	0	0	1	0	0	0	0
220,450	0	Cash loans	F	N	Y	0	81,000	152,820	15,016.5	135,000	Spouse, partner	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-24,026	365,243	-7,563	-4,643	7	1	0	0	1	1	0	Laborers	2	2	2	SUNDAY	10	0	0	0	0	0	XNA	0.356323	0.616653	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	-1,357	1	0	0	0	0	0	1	0	1
448,884	0	Cash loans	M	N	N	0	270,000	1,350,000	39,604.5	1,350,000	Family	Commercial associate	Incomplete higher	Single / not married	House / apartment	0.032561	-13,801	-669	-3,756	-2,300	7	1	1	0	1	1	0	Sales staff	1	1	1	THURSDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.653176	0.230159	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	-1,491	1	0	0	0	0	1	0	0	2
116,956	0	Cash loans	M	Y	N	0	180,000	562,491	27,058.5	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0105	-11,082	-1,013	-979	-3,636	16	1	1	1	1	0	0	Drivers	2	3	3	SATURDAY	16	0	0	0	0	0	Self-employed	0.356323	0.467596	0.387625	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	0	0	-358	1	0	0	0	0	0	0	0	1
429,938	0	Cash loans	M	Y	Y	1	292,500	835,380	40,320	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.007274	-16,778	-149	-2,191	-322	11	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	14	0	0	0	0	0	Transport: type 4	0.356323	0.493961	0.832785	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	-1,250	1	0	0	0	0	0	0	0	2
276,150	0	Cash loans	F	N	Y	0	135,000	673,875	19,701	562,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-21,171	-1,563	-1,182	-1,267	7	1	1	0	1	1	0	Cleaning staff	2	2	2	TUESDAY	10	0	0	0	0	0	Business Entity Type 3	0.356323	0.439163	0.289611	0.232	0.0562	0.9861	0.8096	0.015	0.08	0.069	0.3333	0.375	0.0227	0.1723	0.0971	0.0772	0.0445	0.2363	0.0584	0.9861	0.8171	0.0152	0.0806	0.069	0.3333	0.375	0.0232	0.1882	0.1011	0.0778	0.0471	0.2342	0.0562	0.9861	0.8121	0.0151	0.08	0.069	0.3333	0.375	0.0231	0.1753	0.0988	0.0776	0.0454	reg oper account	block of flats	0.0985	Stone, brick	No	1	0	1	0	-144	1	0	0	0	0	0	0	1	2
215,043	0	Cash loans	M	Y	Y	0	157,500	354,276	23,805	292,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00823	-12,425	-1,009	-11,189	-1,863	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	14	0	0	0	0	0	Self-employed	0.356323	0.180192	0.260856	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	-917	1	0	0	0	0	0	0	1	1
281,031	1	Revolving loans	M	N	Y	1	90,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-12,517	-402	-6,623	-194	7	1	1	0	1	0	0	Security staff	3	2	2	THURSDAY	9	0	0	0	1	1	Business Entity Type 3	0.261925	0.701878	0.232725	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	-1,476	0	0	0	0	0	0	0	0	0
207,601	0	Cash loans	F	N	Y	1	112,500	1,451,047.5	59,098.5	1,354,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.008866	-14,007	-478	-1,001	-3,830	7	1	1	1	1	0	0	Laborers	3	2	2	TUESDAY	13	0	0	0	0	0	Other	0.730618	0.724882	0.360613	0.1588	0.1018	0.9945	0.8232	0	0.16	0.1379	0.3333	0.2083	0.1513	0.0504	0.1536	0	0.0172	0.1618	0.1057	0.9945	0.8301	0	0.1611	0.1379	0.3333	0.2083	0.1548	0.0551	0.16	0	0.0182	0.1603	0.1018	0.9945	0.8256	0	0.16	0.1379	0.3333	0.2083	0.154	0.0513	0.1564	0	0.0175	reg oper account	block of flats	0.1479	Stone, brick	No	0	0	0	0	-752	1	0	0	0	0	0	0	0	1
400,048	0	Cash loans	F	N	Y	2	135,000	808,650	23,773.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019101	-13,490	-5,500	-7,502	-3,505	7	1	1	0	1	0	0	Core staff	4	2	2	WEDNESDAY	11	0	0	0	0	0	School	0.510339	0.58082	0.411849	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	-2,116	1	0	0	0	0	0	0	0	0
414,038	0	Cash loans	F	Y	Y	0	112,500	526,491	29,529	454,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.020246	-13,810	-187	-1,939	-1,939	18	1	1	0	1	0	0	Sales staff	2	3	3	THURSDAY	12	0	0	0	0	0	Trade: type 7	0.731727	0.293162	0.262249	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	-496	1	0	0	0	0	0	0	0	3
442,933	0	Cash loans	F	N	Y	2	315,000	180,000	16,506	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008019	-10,115	-2,767	-1,015	-2,544	7	1	1	0	1	0	0	High skill tech staff	4	2	2	FRIDAY	14	0	0	0	0	0	Self-employed	0.232529	0.470063	0.158555	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	-1,699	1	0	0	0	0	0	0	0	5
311,257	0	Cash loans	M	Y	Y	0	90,000	622,188	22,477.5	472,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.020713	-20,679	365,243	-8,823	-4,006	22	1	0	0	1	0	0	Laborers	2	3	3	MONDAY	7	0	0	0	0	0	XNA	0.356323	0.743061	0.7463	0.2876	0.3582	0.9871	0.8232	0.0528	0	0.6552	0.1667	0.2083	0.2521	0.2269	0.2551	0.0347	0.0625	0.2931	0.3717	0.9871	0.8301	0.0533	0	0.6552	0.1667	0.2083	0.2579	0.2479	0.2658	0.035	0.0662	0.2904	0.3582	0.9871	0.8256	0.0531	0	0.6552	0.1667	0.2083	0.2565	0.2309	0.2597	0.0349	0.0638	reg oper spec account	block of flats	0.2431	Stone, brick	No	0	0	0	0	-1,266	0	0	1	0	0	0	0	0	0
368,920	0	Cash loans	F	N	N	0	157,500	599,472	30,739.5	517,500	Spouse, partner	Working	Secondary / secondary special	Married	Municipal apartment	0.010966	-16,609	-9,967	-16,360	-141	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	17	0	0	0	0	0	Industry: type 11	0.356323	0.488523	0.425893	0.133	0.1267	0.9771	0.6872	0.0154	0	0.2759	0.1667	0.2083	0	0.1076	0.1215	0.0039	0.0111	0.1355	0.1315	0.9772	0.6994	0.0156	0	0.2759	0.1667	0.2083	0	0.1175	0.1266	0.0039	0.0118	0.1343	0.1267	0.9771	0.6914	0.0155	0	0.2759	0.1667	0.2083	0	0.1095	0.1237	0.0039	0.0114	reg oper spec account	block of flats	0.1064	Stone, brick	No	4	0	4	0	-2,308	1	0	0	0	0	0	0	0	0
326,425	0	Cash loans	F	N	Y	0	49,500	269,550	13,095	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.025164	-20,797	365,243	-10,751	-4,187	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	XNA	0.356323	0.191066	0.704706	0.0629	0.0915	0.9672	0.5512	0.0103	0	0.1034	0.1667	0.2083	0.0785	0.0504	0.0688	0.0039	0.0048	0.0641	0.0949	0.9672	0.5688	0.0104	0	0.1034	0.1667	0.2083	0.0803	0.0551	0.0717	0.0039	0.0051	0.0635	0.0915	0.9672	0.5572	0.0103	0	0.1034	0.1667	0.2083	0.0799	0.0513	0.0701	0.0039	0.0049	reg oper account	block of flats	0.0608	Stone, brick	No	4	0	4	0	-663	0	0	1	0	0	0	0	0	1
144,578	0	Cash loans	F	N	Y	0	126,000	480,060	18,225	337,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.019689	-16,701	-218	-99	-246	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.62453	0.7463	0.0371	0.0275	0.9727	0.626	0.0045	0	0.1034	0.125	0.1667	0.0373	0.0303	0.0303	0.0077	0.0385	0.0378	0.0285	0.9727	0.6406	0.0046	0	0.1034	0.125	0.1667	0.0382	0.0331	0.0315	0.0078	0.0408	0.0375	0.0275	0.9727	0.631	0.0046	0	0.1034	0.125	0.1667	0.038	0.0308	0.0308	0.0078	0.0393	reg oper account	block of flats	0.0346	Stone, brick	No	0	0	0	0	-7	1	0	0	0	0	0	0	0	0