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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_5 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_9 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	FLAG_DOCUMENT_18 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
155,311	0	Cash loans	M	Y	Y	0	135,000	188,685	13,549.5	157,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00733	-20,310	-1,248	-4,335	-3,464	16	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.613183	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	-601	0	0	0	1	0	0	0	0	0	0	0
133,571	0	Cash loans	F	Y	Y	2	297,000	528,633	20,263.5	472,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.009175	-12,101	-773	-5,474	-3,437	6	1	1	1	1	1	1	Laborers	4	2	2	WEDNESDAY	16	0	1	1	0	1	1	Business Entity Type 3	0.581923	0.74402	0.133429	0.3361	0.1599	0.9876	0.83	0.0718	0.32	0.2759	0.375	0.4167	0.2126	0.2732	0.3511	0.0039	0.0031	0.3424	0.1659	0.9876	0.8367	0.0725	0.3222	0.2759	0.375	0.4167	0.2174	0.2984	0.3658	0.0039	0.0032	0.3393	0.1599	0.9876	0.8323	0.0723	0.32	0.2759	0.375	0.4167	0.2162	0.2779	0.3574	0.0039	0.0031	reg oper account	block of flats	0.2768	Panel	No	1	0	1	0	-699	1	0	0	0	0	1	0	0	0	0	0
194,010	0	Cash loans	F	N	N	0	112,500	337,923	12,870	279,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.025164	-21,621	365,243	-1,531	-3,986	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	9	0	0	0	0	0	0	XNA	0.356323	0.046506	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	-970	0	0	1	0	0	0	0	0	0	0	0
129,425	0	Cash loans	F	Y	Y	0	180,000	1,339,884	43,353	1,170,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-16,035	-5,721	-9,813	-4,016	1	1	1	0	1	1	0	Waiters/barmen staff	2	2	2	WEDNESDAY	13	0	0	0	0	1	1	Hotel	0.356323	0.704233	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	4	0	4	0	-1,816	1	0	0	0	0	0	0	0	0	1	4
397,582	0	Cash loans	F	N	N	0	270,000	1,111,500	47,223	1,111,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.020713	-23,014	365,243	-9,422	-4,773	7	1	0	0	1	1	0	Laborers	2	3	2	FRIDAY	7	0	0	0	0	0	0	XNA	0.731121	0.463912	0.819318	0.2134	0.2775	0.9871	0.8232	0.2087	0.28	0.2414	0.3333	0.375	0.1041	0.1715	0.2622	0.0116	0.02	0.2174	0.2879	0.9871	0.8301	0.2106	0.282	0.2414	0.3333	0.375	0.1065	0.1873	0.2732	0.0117	0.0212	0.2155	0.2775	0.9871	0.8256	0.21	0.28	0.2414	0.3333	0.375	0.1059	0.1744	0.2669	0.0116	0.0204	reg oper spec account	block of flats	0.2106	Panel	No	0	0	0	0	-412	0	0	1	0	0	0	0	0	0	1	3
363,755	0	Cash loans	F	N	N	0	112,500	563,080.5	17,068.5	486,085.5	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.020246	-23,821	365,243	-10,218	-4,981	7	1	0	0	1	1	0	Laborers	2	3	3	FRIDAY	8	0	0	0	0	0	0	XNA	0.742828	0.542834	0.743559	0.0742	0.0565	0.9826	0.762	0.0173	0.08	0.069	0.3333	0.375	0.056	0.0605	0.0753	0	0	0.0756	0.0586	0.9826	0.7713	0.0174	0.0806	0.069	0.3333	0.375	0.0573	0.0661	0.0784	0	0	0.0749	0.0565	0.9826	0.7652	0.0174	0.08	0.069	0.3333	0.375	0.0569	0.0616	0.0766	0	0	not specified	block of flats	0.0592	Panel	No	0	0	0	0	-137	0	0	1	0	0	0	0	0	0	0	2
136,054	0	Cash loans	F	N	N	0	202,500	501,363	25,726.5	418,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.006305	-15,131	-5,512	-193	-5,349	7	1	1	0	1	0	0	Laborers	1	3	3	SATURDAY	8	0	0	0	0	0	0	Other	0.44919	0.631335	0.715103	0.0701	0.0815	0.9771	0.6872	0.007	0	0.1379	0.1667	0.2083	0	0.0538	0.0499	0.0154	0.0463	0.0714	0.0846	0.9772	0.6994	0.0071	0	0.1379	0.1667	0.2083	0	0.0588	0.052	0.0156	0.049	0.0708	0.0815	0.9771	0.6914	0.007	0	0.1379	0.1667	0.2083	0	0.0547	0.0508	0.0155	0.0473	reg oper account	block of flats	0.0531	Stone, brick	No	1	0	1	0	-485	1	0	0	0	0	0	0	0	0	0	1
163,869	0	Revolving loans	F	N	Y	1	99,000	180,000	9,000	180,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	With parents	0.025164	-8,264	-1,203	-2,764	-938	7	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	15	0	0	0	1	1	0	Transport: type 4	0.287355	0.397102	0.283712	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	-841	0	0	0	0	0	0	0	0	0	0	3
156,008	0	Cash loans	F	Y	Y	1	247,500	970,380	28,503	810,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.0105	-11,285	-3,836	-1,559	-1,820	5	1	1	0	1	0	0	Sales staff	3	3	3	MONDAY	19	0	0	0	0	0	0	Transport: type 4	0.367928	0.60423	0.339288	0.233	0	0.9965	0.8232	0	0	0.1034	0.6667	0.2083	0	0.0504	0	0	0.0992	0.2374	0	0.9965	0.8301	0	0	0.1034	0.6667	0.2083	0	0.0551	0	0	0.105	0.2352	0	0.9965	0.8256	0	0	0.1034	0.6667	0.2083	0	0.0513	0	0	0.1012	reg oper account	block of flats	0.2358	Panel	No	1	1	1	1	-657	1	0	0	0	0	0	0	0	0	0	3
204,257	0	Cash loans	M	N	N	1	144,000	1,762,110	46,611	1,575,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-9,746	-2,355	-1,002	-2,381	7	1	1	1	1	0	0	Laborers	3	2	2	WEDNESDAY	15	0	0	0	0	0	0	Business Entity Type 2	0.229532	0.340067	0.443615	0.2175	0.2579	0.9871	0.8232	0.0241	0	0.5172	0.1667	0.2083	0.2152	0.1774	0.2017	0	0	0.2216	0.2677	0.9871	0.8301	0.0243	0	0.5172	0.1667	0.2083	0.2201	0.1938	0.2102	0	0	0.2196	0.2579	0.9871	0.8256	0.0242	0	0.5172	0.1667	0.2083	0.219	0.1804	0.2053	0	0	reg oper account	block of flats	0.1586	Block	No	10	2	10	2	-2,077	1	0	0	0	0	0	0	0	0	0	0
438,528	1	Cash loans	F	Y	N	0	135,000	450,000	32,877	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018029	-14,309	-2,637	-3,223	-2,347	17	1	1	1	1	0	0	Sales staff	2	3	3	WEDNESDAY	10	0	0	0	0	0	0	Self-employed	0.616458	0.404028	0.420611	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	-1,682	1	0	0	0	0	0	0	0	0	0	0
270,180	0	Cash loans	F	N	N	0	202,500	1,288,350	37,800	1,125,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.035792	-14,313	-3,914	-2,947	-3,654	7	1	1	0	1	0	0	Sales staff	2	2	2	FRIDAY	17	0	0	0	0	0	0	Trade: type 7	0.356323	0.671435	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	1	2	0	-2,120	0	0	0	0	1	0	0	0	0	3	5
124,518	0	Cash loans	F	Y	N	0	180,000	1,350,000	39,474	1,350,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.006305	-10,325	-1,134	-997	-997	8	1	1	1	1	0	0	Laborers	2	3	3	TUESDAY	13	0	0	0	0	1	1	Other	0.238676	0.423059	0.495666	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-464	1	0	0	0	0	0	0	0	0	0	0
387,836	0	Revolving loans	F	N	N	0	148,500	270,000	13,500	270,000	Other_A	Commercial associate	Secondary / secondary special	Single / not married	Rented apartment	0.014464	-7,754	-699	-2,532	-425	7	1	1	0	1	0	1	Secretaries	1	2	2	MONDAY	5	0	0	0	0	1	1	Transport: type 4	0.356323	0.72123	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	-791	0	0	0	0	0	0	0	0	0	0	0
166,337	0	Cash loans	M	N	N	0	180,000	1,481,701.5	44,923.5	1,327,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019689	-22,233	-7,655	-14,789	-4,214	7	1	1	1	1	0	0	Laborers	2	2	2	TUESDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.498794	0.493863	0.0722	0.0847	0.9791	0.7144	0.034	0	0.1379	0.1667	0.2083	0.0756	0.0588	0.0663	0	0	0.0735	0.0879	0.9791	0.7256	0.0343	0	0.1379	0.1667	0.2083	0.0774	0.0643	0.0691	0	0	0.0729	0.0847	0.9791	0.7182	0.0342	0	0.1379	0.1667	0.2083	0.077	0.0599	0.0675	0	0	reg oper account	block of flats	0.0708	Stone, brick	No	2	0	2	0	-6	0	0	0	1	0	0	0	0	0	0	0
281,740	0	Cash loans	F	N	Y	0	202,500	1,067,940	30,735	765,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-14,519	-1,298	-6,048	-4,329	7	1	1	0	1	0	0	Medicine staff	2	2	2	FRIDAY	12	0	0	0	0	1	1	Business Entity Type 3	0.642713	0.661711	0.58674	0.1103	0	0.9831	0.8232	0	0	0.1379	0.25	0.2083	0.065	0.0504	0.0771	0	0	0.0735	0	0.9752	0.8301	0	0	0.1379	0.1667	0.2083	0.032	0.0551	0.0631	0	0	0.1114	0	0.9831	0.8256	0	0	0.1379	0.25	0.2083	0.0661	0.0513	0.0785	0	0	reg oper account	block of flats	0.0516	Stone, brick	No	1	0	1	0	-2,013	1	0	0	0	0	0	0	0	0	4	5
164,209	0	Cash loans	M	N	Y	0	112,500	142,200	8,293.5	112,500	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.030755	-13,337	-3,848	-6,904	-4,345	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.383594	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	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0
171,234	0	Cash loans	F	Y	N	1	121,500	288,873	19,435.5	238,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-13,248	-2,179	-2,663	-5,191	4	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	17	0	0	0	0	1	1	Business Entity Type 3	0.404073	0.296144	0.410103	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	0	1	0	0	0	0	0	0	0	1	0	7
368,964	0	Cash loans	M	N	Y	0	202,500	598,401	17,280	499,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.0105	-22,936	365,243	-8,314	-4,361	7	1	0	0	1	0	0	Laborers	1	3	3	WEDNESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.010423	0.581484	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	-1,222	0	0	1	0	0	0	0	0	0	0	4
349,686	0	Cash loans	F	N	Y	0	81,000	497,749.5	27,000	378,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-19,580	-1,022	-2,753	-3,124	7	1	1	0	1	0	0	Cleaning staff	2	2	1	THURSDAY	14	0	0	0	0	0	0	Industry: type 3	0.833987	0.695488	0.513694	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	-1,888	1	0	0	0	0	0	0	0	0	2	1
205,178	0	Cash loans	F	Y	Y	0	76,500	760,225.5	32,337	679,500	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.030755	-18,061	-1,425	-10,109	-1,613	6	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.765777	0.597192	0.0495	0.0117	0.9771	0.6872	0.0037	0	0.1034	0.125	0	0	0.0403	0.0413	0	0	0.0504	0.0122	0.9772	0.6994	0.0037	0	0.1034	0.125	0	0	0.0441	0.043	0	0	0.05	0.0117	0.9771	0.6914	0.0037	0	0.1034	0.125	0	0	0.041	0.042	0	0	reg oper account	block of flats	0.0345	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	2	0
298,731	0	Cash loans	F	N	Y	0	67,500	900,000	26,316	900,000	Spouse, partner	Pensioner	Secondary / secondary special	Married	Municipal apartment	0.028663	-21,819	365,243	-14,490	-4,116	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	0	0	XNA	0.356323	0.59556	0.565608	0.1801	0.1242	0.9776	0.694	0.0805	0.08	0.1838	0.2221	0.2638	0.1505	0.1468	0.1638	0	0	0.084	0.0826	0.9772	0.6994	0.0593	0	0.2069	0.1667	0.2083	0.0748	0.0735	0.0744	0	0	0.1249	0.1179	0.9771	0.6914	0.0877	0	0.2069	0.1667	0.2083	0.1345	0.1026	0.1054	0	0	reg oper account	block of flats	0.301	Panel	No	9	0	9	0	-2,303	1	0	0	0	0	0	0	0	0	2	1
117,650	0	Cash loans	M	Y	N	0	157,500	817,560	29,493	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-20,394	-11,696	-8,654	-3,950	2	1	1	0	1	0	1	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	0	Electricity	0.682678	0.719008	0.723837	0.0928	0.3314	0.9876	0.83	0.1394	0	0.2069	0.1667	0.2083	0.094	0.0756	0.0969	0	0	0.0945	0.3439	0.9876	0.8367	0.1407	0	0.2069	0.1667	0.2083	0.0961	0.0826	0.101	0	0	0.0937	0.3314	0.9876	0.8323	0.1403	0	0.2069	0.1667	0.2083	0.0956	0.077	0.0986	0	0	reg oper account	block of flats	0.0762	Panel	No	1	0	1	0	-2,934	1	0	0	0	0	0	0	0	1	0	0
144,070	0	Cash loans	M	N	N	0	49,500	284,400	10,849.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.009175	-22,035	365,243	-9,639	-3,907	7	1	0	0	1	1	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	0	0	XNA	0.356323	0.454729	0.771362	0.1526	0.0797	0.9841	0.8232	0	0.16	0.1379	0.3333	0.2083	0.0492	0.0504	0.1002	0	0.0012	0.1555	0.0828	0.9841	0.8301	0	0.1611	0.1379	0.3333	0.2083	0.0503	0.0551	0.1044	0	0.0012	0.1541	0.0797	0.9841	0.8256	0	0.16	0.1379	0.3333	0.2083	0.0501	0.0513	0.102	0	0.0012	reg oper account	block of flats	0.1234	Panel	No	0	0	0	0	-211	0	0	1	0	0	0	0	0	0	0	1
384,510	0	Revolving loans	F	N	Y	0	81,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.005084	-16,303	-2,626	-10,328	-4,277	7	1	1	1	1	0	0	Laborers	1	2	2	MONDAY	12	0	0	0	0	0	0	Services	0.616972	0.758792	0.7463	0.0619	0	0.9747	0.8232	0	0	0.1034	0.1667	0.2083	0	0.0504	0.0495	0	0	0.063	0	0.9747	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.0515	0	0	0.0625	0	0.9747	0.8256	0	0	0.1034	0.1667	0.2083	0	0.0513	0.0504	0	0	reg oper account	block of flats	0.0389	Panel	No	0	0	0	0	-400	0	0	0	0	0	0	0	0	0	0	0
181,053	0	Cash loans	F	N	Y	0	166,500	679,500	19,867.5	679,500	Family	Working	Secondary / secondary special	Separated	House / apartment	0.010006	-21,436	-6,310	-13	-4,171	7	1	1	1	1	1	0	Laborers	1	2	2	MONDAY	10	0	0	0	0	0	0	Housing	0.356323	0.350407	0.7463	0.1485	0.1187	0.9876	0.83	0.0203	0.16	0.1379	0.3333	0.0417	0	0.121	0.1668	0	0	0.1513	0.1232	0.9876	0.8367	0.0205	0.1611	0.1379	0.3333	0.0417	0	0.1322	0.1737	0	0	0.1499	0.1187	0.9876	0.8323	0.0204	0.16	0.1379	0.3333	0.0417	0	0.1231	0.1697	0	0	reg oper account	block of flats	0.1376	Panel	No	0	0	0	0	-445	1	0	0	0	0	0	0	0	0	0	0
452,526	0	Revolving loans	M	Y	N	0	157,500	180,000	9,000	180,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.009175	-9,806	-1,621	-3,814	-2,025	11	1	1	0	1	0	0	Drivers	2	2	2	MONDAY	17	0	0	0	1	1	0	Transport: type 4	0.2546	0.691215	0.740799	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	-1,916	0	0	0	0	0	0	0	0	0	1	1
301,296	0	Revolving loans	M	Y	Y	1	90,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008625	-13,242	-991	-1,071	-4,052	4	1	1	1	1	0	0	Drivers	3	2	2	THURSDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.227368	0.620461	0.857297	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	-1,056	0	0	0	0	0	0	0	0	0	0	0
228,645	0	Revolving loans	M	Y	N	0	315,000	675,000	33,750	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.032561	-15,466	-2,086	-9,550	-4,134	2	1	1	0	1	0	0	Managers	2	1	1	WEDNESDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.711374	0.664248	0.7093	0.4845	0.9816	0.7484	0	0.72	0.6207	0.3333	0.375	0.0861	0.5774	0	0.0039	0.0408	0.7227	0.5028	0.9816	0.7583	0	0.725	0.6207	0.3333	0.375	0.0881	0.6309	0	0.0039	0.0432	0.7161	0.4845	0.9816	0.7518	0	0.72	0.6207	0.3333	0.375	0.0876	0.5874	0	0.0039	0.0417	reg oper account	block of flats	0.6478	Panel	No	0	0	0	0	-651	0	0	0	0	0	0	0	0	4	0	0
442,210	0	Cash loans	M	N	Y	0	112,500	270,000	14,778	270,000	Family	Working	Higher education	Single / not married	With parents	0.028663	-10,453	-147	-3,995	-3,102	7	1	1	0	1	0	0	Laborers	1	2	2	SUNDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.573022	0.7463	0.032	0	0.9717	0.6124	0.016	0	0.0345	0.0417	0.0833	0.0199	0.0261	0.0105	0	0	0.0326	0	0.9717	0.6276	0.0161	0	0.0345	0.0417	0.0833	0.0203	0.0285	0.0109	0	0	0.0323	0	0.9717	0.6176	0.0161	0	0.0345	0.0417	0.0833	0.0202	0.0265	0.0107	0	0	reg oper account	specific housing	0.0083	Stone, brick	No	1	1	1	1	-190	1	0	0	0	0	0	0	0	0	0	0
361,659	0	Cash loans	F	Y	N	1	450,000	888,840	29,506.5	675,000	Other_B	Working	Higher education	Separated	House / apartment	0.022625	-22,023	-1,238	-11,529	-3,661	5	1	1	0	1	0	0	Managers	2	2	2	TUESDAY	19	0	0	0	0	0	0	Other	0.821012	0.672684	0.387625	0.0742	0	0.9791	0.7144	0.1115	0.08	0.069	0.3333	0.375	0	0.0605	0.053	0	0	0.0756	0	0.9791	0.7256	0.1125	0.0806	0.069	0.3333	0.375	0	0.0661	0.0553	0	0	0.0749	0	0.9791	0.7182	0.1122	0.08	0.069	0.3333	0.375	0	0.0616	0.054	0	0	reg oper account	block of flats	0.0609	Panel	No	0	0	0	0	-2,031	1	0	0	0	0	0	0	0	0	0	1
403,395	0	Cash loans	F	N	Y	0	112,500	490,495.5	30,136.5	454,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.009175	-19,253	-1,673	-2,782	-2,790	7	1	1	0	1	0	0	Sales staff	1	2	2	MONDAY	17	0	0	0	0	1	1	Trade: type 7	0.356323	0.598827	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	5	0	5	0	-1,893	1	0	0	0	0	0	0	0	0	4	2
439,104	0	Cash loans	F	Y	Y	0	270,000	1,113,840	47,322	900,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.003122	-16,127	-1,087	-1,673	-4,186	7	1	1	0	1	0	0	Accountants	1	3	3	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.582912	0.606101	0.448962	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	-550	1	0	0	0	0	0	0	0	1	1	1
430,432	0	Cash loans	F	N	Y	0	54,000	675,000	29,731.5	675,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-23,159	365,243	-11,432	-4,518	7	1	0	0	1	1	1	Laborers	2	2	2	SATURDAY	13	0	0	0	0	0	0	XNA	0.356323	0.549858	0.411849	0.1186	0.1416	0.9841	0.7824	0.0157	0	0.2414	0.1667	0.2083	0.0366	0.0933	0.0998	0.0154	0.0185	0.1208	0.147	0.9841	0.7909	0.0158	0	0.2414	0.1667	0.2083	0.0374	0.1019	0.104	0.0156	0.0196	0.1197	0.1416	0.9841	0.7853	0.0158	0	0.2414	0.1667	0.2083	0.0372	0.0949	0.1016	0.0155	0.0189	reg oper account	block of flats	0.0825	Stone, brick	No	0	0	0	0	-1,824	0	0	1	0	0	0	0	0	0	0	8
339,612	1	Cash loans	M	Y	N	0	225,000	517,788	25,312.5	427,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.00712	-10,175	-511	-1,831	-2,838	8	1	1	0	1	0	0	Laborers	1	2	2	SATURDAY	11	1	1	0	1	1	0	Security	0.356323	0.095703	0.307737	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	0	0	0	0	1	0	0	0	0	0	0	6
309,432	0	Cash loans	F	Y	Y	0	180,000	207,000	13,356	207,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.026392	-23,124	365,243	-6,046	-4,535	1	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	XNA	0.756774	0.743912	0.363945	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	-2,683	1	0	0	0	0	0	0	0	0	0	5
265,789	0	Cash loans	F	N	N	0	157,500	239,418	14,647.5	211,500	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.035792	-20,662	-3,009	-6,791	-4,225	7	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	17	0	0	0	0	0	0	Hotel	0.356323	0.696071	0.450747	0.0928	0	0.9846	0.8232	0	0	0.2069	0.1667	0.2083	0	0.0504	0.0836	0	0	0.0945	0	0.9846	0.8301	0	0	0.2069	0.1667	0.2083	0	0.0551	0.0871	0	0	0.0937	0	0.9846	0.8256	0	0	0.2069	0.1667	0.2083	0	0.0513	0.0851	0	0	reg oper account	block of flats	0.0658	Block	No	2	1	2	1	-1,142	1	0	0	0	0	0	0	0	0	2	1
201,798	1	Revolving loans	M	N	N	0	247,500	585,000	29,250	585,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Municipal apartment	0.032561	-18,963	-804	-1,727	-2,496	7	1	1	0	1	0	0	Drivers	2	1	1	SUNDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.185664	0.242743	0.577969	0.0784	0.0696	0.9791	0.8232	0	0.136	0.1172	0.3333	0.2083	0.1288	0.0504	0.1047	0	0.035	0.0336	0.0463	0.9796	0.8301	0	0.0806	0.069	0.3333	0.2083	0.1318	0.0551	0.0743	0	0.0056	0.0344	0.0473	0.9796	0.8256	0	0.12	0.1034	0.3333	0.2083	0.1311	0.0513	0.0772	0	0.0416	reg oper account	block of flats	0.2138	Stone, brick	No	8	0	8	0	0	0	0	0	0	0	0	0	0	0	0	4
350,179	0	Revolving loans	M	N	Y	0	157,500	450,000	22,500	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006233	-16,155	-8,910	-3,118	-4,204	7	1	1	0	1	1	0	Laborers	2	2	2	MONDAY	12	0	0	0	0	0	0	Business Entity Type 2	0.550131	0.654156	0.856413	0.0742	0	0.9851	0.8232	0	0.08	0.069	0.3333	0.2083	0	0.0504	0.0757	0	0.0169	0.0756	0	0.9851	0.8301	0	0.0806	0.069	0.3333	0.2083	0	0.0551	0.0789	0	0.0178	0.0749	0	0.9851	0.8256	0	0.08	0.069	0.3333	0.2083	0	0.0513	0.0771	0	0.0172	reg oper account	block of flats	0.064	Panel	No	0	0	0	0	-1,830	0	0	0	0	0	0	0	0	2	0	0
305,363	1	Cash loans	M	Y	Y	0	157,500	225,000	24,363	225,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.015221	-20,163	-1,213	-1,853	-2,480	12	1	1	1	1	1	0	Drivers	1	2	2	WEDNESDAY	12	0	0	0	0	0	0	Transport: type 3	0.241559	0.36664	0.499272	0.0031	0	0.9518	0.8232	0	0	0.0345	0.0417	0.2083	0.0163	0.0504	0.0026	0	0	0.0032	0	0.9518	0.8301	0	0	0.0345	0.0417	0.2083	0.0167	0.0551	0.0027	0	0	0.0031	0	0.9518	0.8256	0	0	0.0345	0.0417	0.2083	0.0166	0.0513	0.0026	0	0	reg oper account	block of flats	0.002	Stone, brick	Yes	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
295,064	0	Cash loans	M	Y	Y	0	157,500	997,335	29,290.5	832,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.009657	-20,370	-2,646	-9,986	-3,922	3	1	1	0	1	0	0	Managers	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Medicine	0.356323	0.53508	0.725276	0.1113	0.0785	0.9866	0.8164	0.0247	0.12	0.1034	0.3333	0.375	0.0648	0.0908	0.1158	0	0	0.1134	0.0815	0.9866	0.8236	0.0249	0.1208	0.1034	0.3333	0.375	0.0663	0.0992	0.1207	0	0	0.1124	0.0785	0.9866	0.8189	0.0248	0.12	0.1034	0.3333	0.375	0.0659	0.0923	0.1179	0	0	reg oper spec account	block of flats	0.1046	Panel	No	0	0	0	0	-1	1	0	0	0	0	0	0	0	1	0	1
299,933	0	Cash loans	F	N	N	1	112,500	1,042,560	34,587	900,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.006008	-12,072	-3,456	-5,609	-3,677	7	1	1	0	1	0	0	Core staff	3	2	2	WEDNESDAY	11	0	0	0	0	1	1	Postal	0.361554	0.695548	0.434733	0.0825	0.1072	0.9846	0.7892	0.0466	0	0.2069	0.1667	0.0417	0.0344	0.0672	0.0828	0	0	0.084	0.1113	0.9846	0.7975	0.047	0	0.2069	0.1667	0.0417	0.0352	0.0735	0.0863	0	0	0.0833	0.1072	0.9846	0.792	0.0468	0	0.2069	0.1667	0.0417	0.035	0.0684	0.0843	0	0	reg oper account	block of flats	0.0996	Stone, brick	No	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	3
291,087	0	Cash loans	F	N	N	0	175,500	1,113,840	57,001.5	900,000	Unaccompanied	Commercial associate	Incomplete higher	Married	House / apartment	0.035792	-18,449	-665	-1,068	-1,997	7	1	1	0	1	0	0	Cooking staff	2	2	2	WEDNESDAY	15	0	0	0	1	1	0	Business Entity Type 3	0.726663	0.264928	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	1	0	0	0	0	0	0	0	0	0	0
254,582	0	Cash loans	M	N	Y	0	157,500	450,000	30,573	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-10,213	-723	-4,399	-2,886	7	1	1	0	1	1	0	Cooking staff	2	2	2	SATURDAY	10	0	0	0	0	0	0	Self-employed	0.356323	0.087596	0.297087	0.0722	0	0.9771	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0661	0	0	0.0735	0	0.9772	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0689	0	0	0.0729	0	0.9771	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0673	0	0	reg oper account	block of flats	0.052	Stone, brick	No	0	0	0	0	-1,252	1	0	0	0	0	0	0	0	0	0	4
248,404	0	Cash loans	F	Y	N	0	157,500	1,125,000	33,025.5	1,125,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00702	-15,353	-4,661	-4,514	-4,331	3	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	16	0	0	0	0	0	0	Self-employed	0.548971	0.259484	0.720944	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	23	0	23	0	0	1	0	0	0	0	0	0	0	0	0	2
385,478	0	Cash loans	M	N	Y	0	202,500	1,260,000	36,972	1,260,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.006305	-19,216	-496	-11,901	-2,549	7	1	1	0	1	0	0	Drivers	2	3	3	WEDNESDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.410822	0.434733	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	-687	0	0	0	1	0	0	0	0	0	0	2
254,608	0	Cash loans	F	N	Y	0	270,000	450,000	27,324	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.007274	-16,240	-998	-6,091	-4,088	7	1	1	0	1	1	0	Laborers	2	2	2	THURSDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.524153	0.6713	0.762336	0.0825	0	0.9752	0.66	0.0071	0	0.1379	0.1667	0	0.0253	0.0672	0.042	0	0	0.084	0	0.9752	0.6733	0.0071	0	0.1379	0.1667	0	0.0259	0.0735	0.0437	0	0	0.0833	0	0.9752	0.6645	0.0071	0	0.1379	0.1667	0	0.0257	0.0684	0.0427	0	0	reg oper account	block of flats	0.0498	Stone, brick	No	0	0	0	0	-632	1	0	0	0	0	0	0	0	0	1	5
269,298	0	Cash loans	F	Y	N	0	112,500	180,000	8,883	180,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.0228	-8,843	-943	-2,816	-1,409	64	1	1	0	1	1	1	High skill tech staff	2	2	2	FRIDAY	14	0	0	0	1	1	0	Business Entity Type 3	0.382699	0.018697	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	2	1	2	1	-836	1	0	0	0	0	0	0	0	1	0	2
194,602	0	Cash loans	F	Y	Y	2	112,500	178,290	17,761.5	157,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.022625	-15,057	-1,051	-3,547	-4,443	5	1	1	1	1	1	0	Laborers	4	2	2	SUNDAY	19	0	0	0	0	0	0	Other	0.45744	0.625755	0.710674	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	-2,535	1	0	0	0	0	0	0	0	0	0	1
352,965	0	Cash loans	F	N	Y	1	166,500	697,500	24,840	697,500	Family	Working	Higher education	Married	House / apartment	0.008625	-13,306	-1,010	-6,385	-726	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	12	0	0	0	0	0	0	Self-employed	0.582006	0.54253	0.7463	0.0722	0	0.9762	0.8232	0	0.08	0.069	0.3333	0.2083	0.0299	0.0504	0.0727	0	0.0086	0.0735	0	0.9762	0.8301	0	0.0806	0.069	0.3333	0.2083	0.0306	0.0551	0.0758	0	0.0091	0.0729	0	0.9762	0.8256	0	0.08	0.069	0.3333	0.2083	0.0304	0.0513	0.074	0	0.0088	reg oper account	block of flats	0.0876	Stone, brick	No	0	0	0	0	-1,238	1	0	0	0	0	0	0	0	0	0	0
243,202	0	Cash loans	F	N	Y	0	230,400	900,000	26,446.5	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.0228	-17,875	-1,395	-5,608	-1,429	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	12	0	0	0	0	0	0	Business Entity Type 1	0.742006	0.408881	0.362277	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	-1,047	1	0	0	0	0	0	0	0	0	0	5
384,743	0	Cash loans	F	N	Y	0	162,000	533,668.5	23,508	477,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.018029	-23,139	365,243	-10,076	-4,018	7	1	0	0	1	0	0	Laborers	1	3	3	SATURDAY	10	0	0	0	0	0	0	XNA	0.663073	0.562795	0.315472	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	-1,784	1	0	0	0	0	0	0	0	0	0	3
372,646	0	Cash loans	F	Y	Y	0	225,000	508,495.5	34,249.5	454,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.04622	-13,179	-3,729	-6,847	-4,771	2	1	1	0	1	0	0	Laborers	1	1	1	SUNDAY	15	0	1	1	0	0	0	Business Entity Type 3	0.356323	0.737685	0.7463	0.2588	0.1564	0.9831	0.7688	0.0488	0.28	0.2414	0.3333	0.375	0	0.211	0.2704	0	0	0.2637	0.1623	0.9831	0.7779	0.0492	0.282	0.2414	0.3333	0.375	0	0.2305	0.2817	0	0	0.2613	0.1564	0.9831	0.7719	0.0491	0.28	0.2414	0.3333	0.375	0	0.2146	0.2753	0	0	reg oper account	block of flats	0.2727	Panel	No	3	1	3	0	-768	1	0	0	0	0	0	0	0	0	0	5
387,109	0	Cash loans	F	N	Y	1	180,000	1,350,000	39,604.5	1,350,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.01452	-15,645	-649	-9,300	-1,832	7	1	1	0	1	0	0	Sales staff	3	2	2	WEDNESDAY	9	0	0	0	0	0	0	Self-employed	0.451186	0.651152	0.200926	0.1402	0.0982	0.9806	0.8232	0	0.16	0.1379	0.3333	0.2083	0	0.0504	0.1382	0	0.0361	0.1429	0.1019	0.9806	0.8301	0	0.1611	0.1379	0.3333	0.2083	0	0.0551	0.144	0	0.0382	0.1416	0.0982	0.9806	0.8256	0	0.16	0.1379	0.3333	0.2083	0	0.0513	0.1407	0	0.0368	reg oper account	block of flats	0.1166	Panel	No	0	0	0	0	-1,080	1	0	0	0	0	0	0	0	0	0	0
174,573	0	Cash loans	F	N	Y	0	112,500	148,365	12,024	135,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.019101	-15,338	-3,546	-4,528	-4,234	7	1	1	0	1	1	0	Core staff	2	2	2	TUESDAY	17	0	0	0	0	0	0	Hotel	0.679402	0.792854	0.551381	0.0093	0.0032	0.9622	0.8232	0	0	0.0345	0.0417	0.2083	0.0126	0.0504	0.0153	0	0	0.0095	0.0033	0.9623	0.8301	0	0	0.0345	0.0417	0.2083	0.0129	0.0551	0.0159	0	0	0.0094	0.0032	0.9622	0.8256	0	0	0.0345	0.0417	0.2083	0.0128	0.0513	0.0156	0	0	reg oper account	block of flats	0.012	Mixed	No	0	0	0	0	-2,005	1	0	0	0	0	0	0	0	0	0	0
341,855	0	Cash loans	F	N	Y	0	130,500	270,000	13,914	270,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.01452	-23,197	-819	-10,591	-4,876	7	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	0	Other	0.356323	0.606555	0.720944	0.0082	0	0.9727	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.0082	0	0.0178	0.0084	0	0.9727	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.0085	0	0.0188	0.0083	0	0.9727	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.0083	0	0.0181	reg oper account	block of flats	0.0103	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	2
276,384	0	Cash loans	F	N	Y	0	54,000	490,495.5	30,136.5	454,500	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.02461	-19,925	365,243	-11,310	-3,198	7	1	0	0	1	1	0	Laborers	2	2	2	MONDAY	14	0	0	0	0	0	0	XNA	0.356323	0.199466	0.000527	0.0928	0	0.9841	0.8232	0	0	0.1034	0.1667	0.2083	0.0647	0.0504	0.0868	0	0	0.0945	0	0.9841	0.8301	0	0	0.1034	0.1667	0.2083	0.0662	0.0551	0.0905	0	0	0.0937	0	0.9841	0.8256	0	0	0.1034	0.1667	0.2083	0.0658	0.0513	0.0884	0	0	reg oper account	block of flats	0.0683	Panel	No	3	0	3	0	0	1	0	0	0	0	0	0	0	0	0	0
201,537	0	Cash loans	F	Y	Y	1	135,000	743,958	21,753	621,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.025164	-20,802	365,243	-7,165	-4,336	3	1	0	0	1	1	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	0	0	XNA	0.830622	0.163187	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	1	3	1	-1,417	1	0	0	0	0	0	0	0	0	0	0
174,764	0	Cash loans	M	N	Y	0	202,500	986,418	40,176	810,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018029	-8,921	-263	-4,414	-1,605	7	1	1	0	1	1	0	Core staff	1	3	3	SATURDAY	8	0	0	0	0	0	0	Trade: type 2	0.276453	0.247799	0.266457	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	-412	0	0	0	0	0	0	0	0	0	0	1
124,486	0	Cash loans	F	N	Y	0	202,500	450,346.5	23,121	342,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.016612	-17,659	-1,427	-1,578	-1,196	7	1	1	0	1	0	0	Managers	2	2	2	THURSDAY	12	0	0	0	0	0	0	Military	0.874432	0.734342	0.429424	0.2784	0.2083	0.997	0.9592	0.1595	0.32	0.1379	0.6667	0.7083	0.0231	0.2269	0.3497	0	0	0.2836	0.2161	0.997	0.9608	0.161	0.3222	0.1379	0.6667	0.7083	0.0236	0.2479	0.3643	0	0	0.281	0.2083	0.997	0.9597	0.1605	0.32	0.1379	0.6667	0.7083	0.0235	0.2309	0.356	0	0	not specified	block of flats	0.3636	Stone, brick	No	0	0	0	0	-2,024	1	0	0	0	0	0	0	0	0	0	1
232,548	0	Revolving loans	F	N	Y	0	90,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-14,691	-804	-5,309	-4,470	7	1	1	0	1	0	0	Sales staff	2	2	2	TUESDAY	15	0	0	0	0	0	0	Other	0.180765	0.767635	0.535276	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	-356	0	0	0	0	0	0	0	0	1	0	0
164,517	1	Cash loans	F	N	N	0	90,000	239,850	25,578	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018801	-8,571	-183	-8,563	-1,256	7	1	1	1	1	1	0	Laborers	2	2	2	SATURDAY	18	0	0	0	1	1	0	Self-employed	0.369181	0.377696	0.203252	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	3	0	-1,037	1	0	0	0	0	0	0	0	0	0	1
409,334	0	Cash loans	F	Y	N	0	225,000	900,000	33,484.5	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.032561	-15,990	-802	-7,887	-1,342	2	1	1	0	1	0	0	Secretaries	2	1	1	SUNDAY	12	0	0	0	0	0	0	Medicine	0.356323	0.720094	0.515495	0.0247	0.0251	0.9603	0.456	0.0044	0	0.1724	0.125	0.1667	0	0.0202	0.0319	0	0	0.0252	0.026	0.9603	0.4773	0.0044	0	0.1724	0.125	0.1667	0	0.022	0.0333	0	0	0.025	0.0251	0.9603	0.4633	0.0044	0	0.1724	0.125	0.1667	0	0.0205	0.0325	0	0	reg oper spec account	block of flats	0.0261	Stone, brick	No	10	0	9	0	-3	0	0	0	1	0	1	0	0	0	0	0
446,380	1	Revolving loans	F	N	Y	1	144,000	360,000	18,000	360,000	Family	Working	Secondary / secondary special	Single / not married	House / apartment	0.003541	-11,548	-818	-7,362	-3,653	7	1	1	0	1	0	0	Laborers	2	1	1	WEDNESDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.22699	0.231635	0.591977	0.0928	0.1061	0.9836	0.7756	0	0	0.2069	0.1667	0.2083	0.0936	0.0504	0.0885	0	0	0.0945	0.1101	0.9836	0.7844	0	0	0.2069	0.1667	0.2083	0.0957	0.0551	0.0922	0	0	0.0937	0.1061	0.9836	0.7786	0	0	0.2069	0.1667	0.2083	0.0952	0.0513	0.0901	0	0	reg oper account	block of flats	0.0773	Panel	No	2	2	2	2	0	0	0	0	0	0	0	0	0	0	0	4
424,142	0	Cash loans	M	Y	Y	0	247,500	640,080	24,259.5	450,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.018634	-10,031	-651	-119	-2,684	10	1	1	0	1	0	0	Managers	2	2	2	FRIDAY	10	0	0	0	0	0	0	Self-employed	0.376317	0.35465	0.656158	0.0825	0	0.9791	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0671	0	0	0.084	0	0.9791	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0699	0	0	0.0833	0	0.9791	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0683	0	0	reg oper account	block of flats	0.0528	Panel	No	4	0	4	0	-1,602	1	0	0	0	0	0	0	0	0	1	3
451,217	0	Cash loans	M	Y	N	0	270,000	675,000	80,239.5	675,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.003069	-11,302	-1,883	-4,617	-3,508	5	1	1	0	1	0	0	Sales staff	2	3	3	FRIDAY	11	0	0	0	0	1	1	Construction	0.207429	0.41006	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	-21	1	0	0	0	0	0	0	0	0	0	0
194,589	0	Cash loans	M	Y	Y	0	135,000	343,800	16,024.5	225,000	Family	Working	Higher education	Single / not married	Co-op apartment	0.019689	-9,208	-1,482	-147	-1,880	64	1	1	0	1	0	0	Laborers	1	2	2	FRIDAY	13	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.20732	0.140243	0.0227	0	0.9821	0.8232	0	0	0.1034	0.0417	0.2083	0.0101	0.0504	0.0182	0	0.0061	0.0231	0	0.9821	0.8301	0	0	0.1034	0.0417	0.2083	0.0104	0.0551	0.0189	0	0.0065	0.0229	0	0.9821	0.8256	0	0	0.1034	0.0417	0.2083	0.0103	0.0513	0.0185	0	0.0063	reg oper account	block of flats	0.0156	Stone, brick	No	0	0	0	0	-1,745	1	0	0	0	0	0	0	0	0	0	2
394,028	0	Cash loans	M	N	Y	0	135,000	855,000	46,512	855,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.026392	-10,099	-2,528	-3,997	-1,480	7	1	1	0	1	0	1	Managers	2	2	2	FRIDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.486584	0.56206	0.2474	0.1339	0.9935	0.8232	0	0.28	0.2414	0.375	0.2083	0.1913	0.0504	0.3063	0	0	0.2521	0.1389	0.9935	0.8301	0	0.282	0.2414	0.375	0.2083	0.1957	0.0551	0.3192	0	0	0.2498	0.1339	0.9935	0.8256	0	0.28	0.2414	0.375	0.2083	0.1947	0.0513	0.3118	0	0	reg oper account	block of flats	0.2409	Panel	No	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	2
370,004	0	Cash loans	F	Y	Y	0	90,000	524,403	39,339	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-19,792	-2,203	-5,922	-3,317	6	1	1	0	1	0	0	High skill tech staff	2	2	2	TUESDAY	10	0	0	0	0	0	0	Self-employed	0.356323	0.756455	0.669057	0.2227	0.1495	0.9861	0.8096	0.0509	0.24	0.2069	0.3333	0.375	0.1385	0.1816	0.2298	0	0.0015	0.2269	0.1523	0.9861	0.8171	0.0514	0.2417	0.2069	0.3333	0.375	0.1416	0.1983	0.2394	0	0	0.2248	0.1495	0.9861	0.8121	0.0513	0.24	0.2069	0.3333	0.375	0.1409	0.1847	0.234	0	0.0015	reg oper account	block of flats	0.202	Panel	No	0	0	0	0	-2,433	1	0	0	0	0	0	0	0	0	0	4
177,407	0	Cash loans	M	N	Y	0	157,500	521,280	36,409.5	450,000	Unaccompanied	Working	Higher education	Married	Municipal apartment	0.072508	-23,379	-354	-15,261	-5,016	7	1	1	0	1	0	0	High skill tech staff	2	1	1	SATURDAY	15	0	0	0	0	0	0	Industry: type 1	0.356323	0.74302	0.619528	0.1237	0.0001	0.9767	0.6804	0.051	0	0.2069	0.1667	0.2083	0	0.1009	0.1183	0	0	0.1261	0.0001	0.9767	0.6929	0.0515	0	0.2069	0.1667	0.2083	0	0.1102	0.1233	0	0	0.1249	0.0001	0.9767	0.6847	0.0513	0	0.2069	0.1667	0.2083	0	0.1026	0.1205	0	0	reg oper account	block of flats	0.0941	Block	No	0	0	0	0	-1,521	1	0	0	0	0	0	0	0	0	0	2
229,655	0	Cash loans	F	N	N	0	117,000	1,039,500	30,393	1,039,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-17,823	-1,925	-11,948	-1,351	7	1	1	0	1	0	0	Laborers	2	1	1	TUESDAY	17	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.623016	0.441836	0.1856	0.1122	0.9776	0.694	0.0265	0.2	0.1724	0.3333	0.375	0	0.1513	0.1557	0	0.0042	0.1891	0.1164	0.9777	0.706	0.0267	0.2014	0.1724	0.3333	0.375	0	0.1653	0.1622	0	0.0044	0.1874	0.1122	0.9776	0.6981	0.0266	0.2	0.1724	0.3333	0.375	0	0.1539	0.1585	0	0.0043	reg oper account	block of flats	0.1234	Stone, brick	No	7	1	7	0	-1,341	1	0	0	0	0	0	0	0	1	1	2
364,189	0	Cash loans	M	Y	Y	0	288,000	792,162	43,101	630,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.006305	-16,204	-711	-1,676	-4,746	5	1	1	0	1	0	0	Core staff	2	3	3	FRIDAY	8	0	0	0	0	0	0	Military	0.305652	0.365092	0.656158	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	-651	1	0	0	0	0	0	0	1	0	0	2
378,424	0	Cash loans	M	Y	Y	0	112,500	573,628.5	29,416.5	463,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.003122	-14,565	-1,716	-259	-4,536	5	1	1	1	1	0	0	Laborers	2	3	3	WEDNESDAY	10	0	0	0	0	1	1	Other	0.405737	0.401629	0.735221	0.0773	0.0862	0.9806	0.7348	0	0	0.1724	0.1667	0.0417	0.0941	0.063	0.0695	0	0	0.0788	0.0894	0.9806	0.7452	0	0	0.1724	0.1667	0.0417	0.0962	0.0689	0.0724	0	0	0.0781	0.0862	0.9806	0.7383	0	0	0.1724	0.1667	0.0417	0.0957	0.0641	0.0707	0	0	reg oper account	block of flats	0.0635	Panel	No	4	0	4	0	-690	0	0	0	1	0	0	0	0	0	1	2
302,437	0	Cash loans	M	N	Y	0	360,000	450,000	47,254.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-13,614	-1,938	-2,471	-2,427	7	1	1	0	1	1	1	High skill tech staff	2	1	1	THURSDAY	18	0	0	0	0	1	1	Medicine	0.822709	0.681514	0.656158	0.0722	0	0.9742	0.8232	0	0	0.1207	0.1667	0.2083	0	0.0504	0.0574	0	0	0.063	0	0.9742	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.0528	0	0	0.0729	0	0.9742	0.8256	0	0	0.1207	0.1667	0.2083	0	0.0513	0.0585	0	0	reg oper account	block of flats	0.0434	Stone, brick	No	0	0	0	0	-1,736	0	0	0	1	0	0	0	0	0	1	7
140,841	1	Cash loans	F	N	Y	0	51,750	545,040	20,547	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-18,645	-1,185	-4,740	-2,180	7	1	1	1	1	1	0	Sales staff	2	2	2	FRIDAY	12	0	0	0	0	0	0	Self-employed	0.356323	0.078726	0.664248	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
333,323	0	Cash loans	M	Y	Y	0	99,000	315,000	19,269	315,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.035792	-16,813	-2,798	-7,213	-351	11	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.028504	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	-2,414	1	0	0	0	0	0	0	0	2	0	3
222,540	0	Cash loans	M	Y	N	0	126,000	521,280	31,630.5	450,000	Unaccompanied	State servant	Higher education	Single / not married	House / apartment	0.010032	-10,711	-1,468	-2,242	-3,391	21	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	7	0	0	0	0	0	0	Other	0.301587	0.344937	0.389339	0.1546	0.1196	0.9886	0.8368	0.0325	0.2	0.1724	0.375	0.4167	0.0014	0.1261	0.1886	0	0	0.1576	0.1242	0.9886	0.8432	0.0328	0.2014	0.1724	0.375	0.4167	0.0014	0.1377	0.1965	0	0	0.1561	0.1196	0.9886	0.839	0.0327	0.2	0.1724	0.375	0.4167	0.0014	0.1283	0.192	0	0	reg oper account	block of flats	0.1661	Panel	No	6	0	6	0	0	1	0	0	0	0	0	0	0	0	0	3
439,628	0	Cash loans	F	N	Y	1	112,500	454,500	21,996	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-13,428	-1,420	-4,823	-4,847	7	1	1	0	1	0	0	Sales staff	3	2	2	MONDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.61687	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	-917	1	0	0	0	0	0	0	0	0	0	0
212,380	0	Cash loans	F	N	Y	0	135,000	834,048	27,693	720,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.008866	-21,993	365,243	-10,271	-4,901	7	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	15	0	0	0	0	0	0	XNA	0.356323	0.778151	0.728141	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	-899	1	0	0	0	0	0	0	0	0	0	3
328,735	0	Cash loans	F	N	Y	0	225,000	760,225.5	30,280.5	679,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.031329	-19,958	-616	-6,293	-3,517	7	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.721535	0.459776	0.634706	0.1433	0.0829	0.9856	0.8232	0	0.16	0.1379	0.3333	0.2083	0.1153	0.0504	0.1559	0	0	0.146	0.086	0.9856	0.8301	0	0.1611	0.1379	0.3333	0.2083	0.1179	0.0551	0.1625	0	0	0.1447	0.0829	0.9856	0.8256	0	0.16	0.1379	0.3333	0.2083	0.1173	0.0513	0.1588	0	0	reg oper account	block of flats	0.1245	Panel	No	1	0	1	0	-652	1	0	0	0	0	0	0	0	2	0	1
266,559	0	Cash loans	F	Y	Y	0	225,000	533,668.5	22,738.5	477,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.010966	-14,751	-1,801	-7,000	-5,539	1	1	1	0	1	0	0	Managers	2	2	2	SATURDAY	11	0	0	0	0	0	0	Agriculture	0.356323	0.708957	0.149167	0.1686	0.1099	0.9881	0.728	0.04	0.16	0.1207	0.4375	0.0417	0.1251	0.1656	0.1168	0.0347	0.201	0.1166	0.0509	0.9801	0.7387	0.0404	0.0806	0.0345	0.3333	0.0417	0.0892	0.1809	0.0435	0.035	0.1689	0.1702	0.1099	0.9881	0.7316	0.0403	0.16	0.1207	0.4375	0.0417	0.1273	0.1685	0.1189	0.0349	0.2052	org spec account	block of flats	0.2255	Stone, brick	No	0	0	0	0	-1,610	1	0	0	0	0	0	0	0	0	0	0
321,300	0	Cash loans	F	N	Y	0	157,500	577,413	31,455	432,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.020713	-21,442	365,243	-1,413	-4,979	7	1	0	0	1	0	0	Laborers	1	3	2	THURSDAY	6	0	0	0	0	0	0	XNA	0.479068	0.625617	0.56206	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	0	0	0	1	0	0	0	0	0	0	1	2
148,909	0	Cash loans	M	N	Y	0	180,000	595,903.5	24,399	481,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	With parents	0.04622	-8,258	-151	-8,137	-765	7	1	1	0	1	0	0	Sales staff	1	1	1	FRIDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.331682	0.7463	0.0845	0.0547	0.9821	0.7552	0.0434	0.08	0.0345	0.4583	0.5	0.0471	0.0689	0.0769	0	0	0.0861	0.0567	0.9821	0.7648	0.0438	0.0806	0.0345	0.4583	0.5	0.0482	0.0753	0.0802	0	0	0.0854	0.0547	0.9821	0.7585	0.0437	0.08	0.0345	0.4583	0.5	0.048	0.0701	0.0783	0	0	reg oper account	block of flats	0.0842	Stone, brick	No	3	0	3	0	-459	0	0	0	0	0	0	0	0	0	0	0
245,498	0	Cash loans	F	N	N	0	135,000	454,500	21,865.5	454,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.009334	-12,071	-637	-5,684	-4,656	7	1	1	1	1	0	0	Laborers	1	2	2	WEDNESDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.284966	0.553471	0.7463	0.1052	0.0863	0.9856	0.8028	0.092	0	0.2414	0.1667	0.2083	0.104	0.0857	0.1133	0	0	0.1071	0.0896	0.9856	0.8105	0.0928	0	0.2414	0.1667	0.2083	0.1064	0.0937	0.1181	0	0	0.1062	0.0863	0.9856	0.8054	0.0926	0	0.2414	0.1667	0.2083	0.1058	0.0872	0.1153	0	0	reg oper account	block of flats	0.1394	Panel	No	9	1	9	1	-633	1	0	0	0	0	0	0	0	0	0	3
377,448	0	Cash loans	F	N	Y	0	270,000	254,700	26,226	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.025164	-24,756	365,243	-10,313	-4,760	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	14	0	0	0	0	0	0	XNA	0.356323	0.52036	0.77641	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	-1,361	1	0	0	0	0	0	0	0	0	0	4
436,027	0	Cash loans	F	N	Y	1	81,000	450,000	22,018.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008575	-10,156	-1,882	-10,156	-2,783	7	1	1	1	1	0	0	Cooking staff	3	2	2	MONDAY	10	0	0	0	0	0	0	School	0.251557	0.250955	0.569149	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	1	5	1	-874	1	0	0	0	0	0	0	0	1	1	1
278,063	1	Revolving loans	F	Y	Y	2	99,000	315,000	15,750	315,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-15,291	-216	-1,508	-2,031	3	1	1	1	1	1	0	Sales staff	4	3	3	FRIDAY	10	0	0	0	0	0	0	Trade: type 7	0.345575	0.247901	0.332851	0.1443	0.0614	0.9881	0.8232	0	0.16	0.1379	0.3333	0.2083	0	0.1177	0.1634	0.0039	0.003	0.1471	0.0637	0.9881	0.8301	0	0.1611	0.1379	0.3333	0.2083	0	0.1286	0.1702	0.0039	0.0032	0.1457	0.0614	0.9881	0.8256	0	0.16	0.1379	0.3333	0.2083	0	0.1197	0.1663	0.0039	0.0031	reg oper account	block of flats	0.1291	Panel	No	1	0	1	0	-1,466	0	1	0	0	0	0	0	0	0	1	2
361,733	0	Cash loans	F	N	Y	0	67,500	119,925	11,812.5	112,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.009334	-17,449	-2,543	-6,978	-988	7	1	1	1	1	1	0	Sales staff	2	2	2	THURSDAY	10	0	0	0	0	1	1	Trade: type 7	0.356323	0.528742	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	-1,146	1	0	0	0	0	0	0	0	0	0	0
262,146	0	Revolving loans	F	N	Y	3	121,500	382,500	19,125	382,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.04622	-13,206	-2,526	-7,217	-955	7	1	1	0	1	0	0	Laborers	5	1	1	FRIDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.622606	0.466864	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	0	0	0	0	0	0	0	1	0	2
417,776	0	Cash loans	M	N	Y	0	112,500	945,000	31,360.5	945,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.028663	-17,063	-216	-8,557	-469	7	1	1	0	1	0	0	High skill tech staff	1	2	2	WEDNESDAY	8	0	0	0	0	1	1	Self-employed	0.356323	0.243138	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	0	1	0	0	0	0	0	0	0	0	0	2
394,936	0	Cash loans	F	N	N	0	112,500	390,960	16,564.5	337,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.025164	-21,647	365,243	-6,357	-4,761	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	15	0	0	0	0	0	0	XNA	0.356323	0.636567	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	1	0	1	0	-1,664	0	0	1	0	0	0	0	0	0	0	0
255,292	0	Cash loans	F	Y	Y	0	45,000	178,290	12,042	157,500	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.028663	-17,720	-4,242	-9,660	-1,241	17	1	1	1	1	1	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	1	1	Self-employed	0.356323	0.224433	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	-1,156	1	0	0	0	0	0	0	0	0	0	0
227,632	0	Cash loans	M	Y	Y	0	157,500	1,006,920	40,063.5	900,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.028663	-20,521	-2,679	-5,686	-3,979	6	1	1	1	1	1	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	1	1	Construction	0.356323	0.151704	0.664248	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	2
166,444	1	Cash loans	F	N	N	0	112,500	450,000	22,977	450,000	Family	Working	Secondary / secondary special	Married	Rented apartment	0.019101	-8,375	-155	-3,214	-48	7	1	1	1	1	0	0	Sales staff	2	2	2	THURSDAY	13	1	1	0	1	1	0	Business Entity Type 3	0.356323	0.426612	0.474051	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	3
327,563	0	Cash loans	M	N	N	0	67,500	247,500	9,814.5	247,500	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.015221	-15,673	-1,056	-2,537	-4,932	7	1	1	1	1	1	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	1	1	Industry: type 4	0.356323	0.509305	0.167408	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	-20	1	0	0	0	0	0	1	0	0	0	0
189,027	0	Cash loans	F	N	Y	1	94,500	247,500	15,948	247,500	Spouse, partner	Working	Higher education	Widow	House / apartment	0.014464	-13,245	-167	-7,338	-1,740	7	1	1	1	1	1	0	Core staff	2	2	2	FRIDAY	5	0	0	0	0	1	1	Self-employed	0.356323	0.333425	0.7463	0.0351	0.0357	0.9786	0.6396	0.0011	0	0.1034	0.1042	0.0417	0.0137	0.0067	0.0334	0	0	0.0084	0	0.9737	0.6537	0.0011	0	0.069	0.0417	0.0417	0	0.0073	0.008	0	0	0.0354	0.0357	0.9786	0.6444	0.0011	0	0.1034	0.1042	0.0417	0.0139	0.0068	0.034	0	0	reg oper account	block of flats	0.0464	Stone, brick	No	0	0	0	0	-914	1	0	0	0	0	0	0	0	0	0	0
339,463	0	Cash loans	M	N	Y	1	166,500	601,470	30,838.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.02461	-15,081	-4,990	-4,144	-5,479	7	1	1	1	1	1	0	Core staff	3	2	2	TUESDAY	9	0	0	0	0	1	1	Police	0.454611	0.23916	0.35234	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	-173	1	0	0	0	0	0	0	0	0	0	4
343,055	0	Cash loans	F	N	N	0	121,500	269,550	10,116	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.010643	-21,580	365,243	-12,411	-4,119	7	1	0	0	1	0	0	Laborers	1	2	2	MONDAY	17	0	0	0	0	0	0	XNA	0.686948	0.508338	0.481249	0.0711	0.0363	0.9831	0.7688	0.0084	0.04	0.0345	0.3333	0.375	0.0358	0.058	0.0616	0.0039	0.0072	0.0725	0.0376	0.9831	0.7779	0.0085	0.0403	0.0345	0.3333	0.375	0.0366	0.0634	0.0642	0.0039	0.0076	0.0718	0.0363	0.9831	0.7719	0.0084	0.04	0.0345	0.3333	0.375	0.0364	0.059	0.0627	0.0039	0.0073	reg oper spec account	block of flats	0.0518	Stone, brick	No	2	1	2	1	-4	0	0	1	0	0	0	0	0	0	0	0
234,649	0	Revolving loans	F	N	Y	0	135,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-19,490	-1,586	-7,647	-3,038	7	1	1	0	1	0	0	Sales staff	2	2	2	MONDAY	16	0	0	0	0	0	0	Industry: type 3	0.356323	0.514802	0.629674	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	-284	0	0	0	0	0	0	0	0	0	0	0
223,700	0	Cash loans	F	N	Y	0	225,000	1,082,214	31,770	945,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020713	-19,892	-5,958	-9,249	-3,234	7	1	1	0	1	0	0	High skill tech staff	1	3	1	THURSDAY	8	0	0	0	0	0	0	Government	0.759328	0.67694	0.740799	0.3639	0.107	0.9801	0.728	0.0547	0.08	0.069	0.3333	0.0417	0.0392	0.2959	0.1336	0.0039	0.0067	0.3708	0.111	0.9801	0.7387	0.0552	0.0806	0.069	0.3333	0.0417	0.0401	0.3232	0.1392	0.0039	0.0071	0.3674	0.107	0.9801	0.7316	0.055	0.08	0.069	0.3333	0.0417	0.0399	0.301	0.136	0.0039	0.0069	reg oper account	specific housing	0.1065	Panel	No	0	0	0	0	-2,435	1	0	0	0	0	0	0	0	2	0	1