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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_4 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_9 int64 0 1	FLAG_DOCUMENT_11 int64 0 1	FLAG_DOCUMENT_13 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	AMT_REQ_CREDIT_BUREAU_HOUR float64 0 4	AMT_REQ_CREDIT_BUREAU_DAY float64 0 4	AMT_REQ_CREDIT_BUREAU_WEEK float64 0 4	AMT_REQ_CREDIT_BUREAU_MON float64 0 17	AMT_REQ_CREDIT_BUREAU_QRT float64 0 6	AMT_REQ_CREDIT_BUREAU_YEAR float64 0 9
174,562	0	Cash loans	F	N	Y	0	180,000	901,773	39,852	792,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.020713	-21,122	365,243	-6,686	-4,574	7	1	0	0	1	1	0	Laborers	2	3	2	SATURDAY	7	0	0	0	0	0	0	XNA	0.356323	0.365412	0.689479	0.099	0.1084	0.9667	0.5444	0.0125	0	0.2069	0.1667	0.2083	0.0607	0.079	0.0904	0.0077	0.0254	0.1008	0.1125	0.9667	0.5622	0.0126	0	0.2069	0.1667	0.2083	0.0621	0.0863	0.0942	0.0078	0.0269	0.0999	0.1084	0.9667	0.5505	0.0126	0	0.2069	0.1667	0.2083	0.0618	0.0804	0.092	0.0078	0.0259	reg oper account	block of flats	0.0835	Panel	No	2	0	2	0	-1,695	1	0	0	0	0	0	0	0	0	0	0	1	1	2
393,455	0	Cash loans	M	N	Y	1	135,000	269,550	16,416	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-12,687	-3,999	-2,904	-4,081	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.291649	0.160485	0.570917	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	-1,830	1	0	0	0	0	0	0	0	0	0	0	0	0	3
182,405	0	Cash loans	F	N	Y	2	144,000	135,000	12,510	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-11,420	-718	-2,371	-3,862	7	1	1	0	1	0	0	Sales staff	4	2	2	WEDNESDAY	11	0	0	0	0	0	0	Trade: type 3	0.356323	0.69079	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	0	9	0	-347	1	0	0	0	0	0	0	0	0	0	0	0	0	0
384,976	0	Cash loans	F	Y	Y	1	90,000	781,920	28,215	675,000	Family	State servant	Secondary / secondary special	Married	House / apartment	0.003069	-12,952	-1,428	-2,825	-4,110	13	1	1	0	1	0	0	Cleaning staff	3	3	3	SATURDAY	13	0	0	0	0	0	0	Industry: type 3	0.356323	0.365356	0.535276	0.0825	0.0007	0.9752	0.8232	0	0	0.069	0.0833	0.2083	0	0.0504	0.0156	0	0.0021	0.084	0.0008	0.9752	0.8301	0	0	0.069	0.0833	0.2083	0	0.0551	0.0163	0	0.0023	0.0833	0.0007	0.9752	0.8256	0	0	0.069	0.0833	0.2083	0	0.0513	0.0159	0	0.0022	reg oper account	block of flats	0.0128	Stone, brick	No	4	0	4	0	-672	1	0	0	0	0	0	0	0	0	0	0	1	0	1
297,901	0	Cash loans	M	N	N	0	112,500	540,000	15,786	540,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.028663	-21,463	365,243	-2,039	-2,040	7	1	0	0	1	1	0	Laborers	1	2	2	THURSDAY	14	0	0	0	0	0	0	XNA	0.356323	0.4173	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	0	0	0	0	-735	0	0	1	0	0	0	0	0	0	0	0	0	2	5
151,632	1	Cash loans	M	Y	Y	1	157,500	458,460	36,220.5	405,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.006852	-10,693	-1,149	-2,108	-3,200	14	1	1	0	1	0	0	High skill tech staff	3	3	3	FRIDAY	9	0	0	0	0	0	0	Security Ministries	0.356323	0.125073	0.382502	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	2	3	2	0	1	0	0	0	0	0	0	0	0	0	0	0	1	4
452,141	0	Cash loans	M	N	Y	0	135,000	398,016	31,446	360,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.008625	-8,360	-590	-3,239	-1,028	7	1	1	1	1	1	0	Drivers	1	2	2	WEDNESDAY	16	0	0	0	0	0	0	Business Entity Type 1	0.072427	0.556965	0.252599	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	-530	1	0	0	0	0	0	0	0	0	0	0	0	0	1
203,563	0	Cash loans	F	Y	N	0	202,500	900,000	23,742	900,000	Unaccompanied	Commercial associate	Higher education	Widow	House / apartment	0.028663	-19,908	-4,475	-9,666	-3,442	6	1	1	1	1	1	0	Laborers	1	2	2	SATURDAY	15	0	0	0	0	0	0	Medicine	0.624089	0.482897	0.447179	0.1966	0.1653	0.9881	0.8368	0.0648	0.2132	0.1838	0.3333	0.375	0.0319	0.1603	0.2165	0.009	0.0085	0.0756	0.0442	0.9866	0.8236	0.0328	0.282	0.2414	0.3333	0.375	0.0126	0.0661	0.0851	0	0	0.2581	0.2235	0.9886	0.8457	0.0531	0.28	0.2414	0.3333	0.375	0.0421	0.2121	0.2876	0	0	reg oper account	block of flats	0.2653	Panel	No	2	0	2	0	-3	1	0	0	0	0	0	1	0	0	0	0	0	0	6
391,813	0	Cash loans	M	Y	Y	0	157,500	152,820	11,205	135,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.022625	-10,717	-1,620	-5,159	-3,005	17	1	1	1	1	0	0	Laborers	2	2	2	WEDNESDAY	12	0	0	0	1	0	1	Business Entity Type 3	0.356323	0.083176	0.643026	0.0186	0	0.9637	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.0186	0	0	0.0189	0	0.9638	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.0194	0	0	0.0187	0	0.9637	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.0189	0	0	reg oper account	block of flats	0.0146	Block	No	0	0	0	0	-1,315	1	0	0	0	0	0	0	0	0	0	0	1	0	3
155,707	0	Cash loans	M	Y	N	1	247,500	481,495.5	44,289	454,500	Family	Working	Higher education	Married	House / apartment	0.04622	-14,584	-214	-3,164	-4,778	1	1	1	0	1	0	0	Laborers	3	1	1	TUESDAY	15	0	1	1	0	0	0	Business Entity Type 3	0.317107	0.575866	0.384207	0.2969	0.1731	0.9841	0.7824	0.071	0.32	0.2759	0.3333	0.375	0	0.2421	0.3066	0	0	0.3025	0.1797	0.9841	0.7909	0.0717	0.3222	0.2759	0.3333	0.375	0	0.2645	0.3195	0	0	0.2998	0.1731	0.9841	0.7853	0.0715	0.32	0.2759	0.3333	0.375	0	0.2463	0.3121	0	0	reg oper account	block of flats	0.2412	Panel	No	0	0	0	0	-2,698	1	0	0	0	0	0	0	0	0	0	0	0	0	0
145,717	0	Cash loans	M	N	Y	0	180,000	679,500	19,998	679,500	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.025164	-21,587	-4,457	-5,886	-4,087	7	1	1	0	1	0	0	Core staff	1	2	2	TUESDAY	13	0	0	0	0	0	0	School	0.714096	0.554832	0.3791	0.1031	0.1135	0.9826	0.762	0.0114	0	0.2069	0.1667	0.2083	0.0825	0.0841	0.0898	0	0	0.105	0.1178	0.9826	0.7713	0.0115	0	0.2069	0.1667	0.2083	0.0844	0.0918	0.0936	0	0	0.1041	0.1135	0.9826	0.7652	0.0115	0	0.2069	0.1667	0.2083	0.0839	0.0855	0.0914	0	0	reg oper account	block of flats	0.0769	Stone, brick	No	0	0	0	0	-253	1	0	0	0	0	0	0	0	0	0	1	0	0	2
445,419	0	Cash loans	M	N	Y	0	135,000	679,500	36,202.5	679,500	Unaccompanied	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.019101	-16,015	-382	-2,812	-2,812	7	1	1	1	1	0	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	1	1	Construction	0.356323	0.510661	0.766234	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	-570	1	0	0	0	0	0	0	0	0	0	0	0	0	5
153,443	0	Cash loans	M	N	Y	1	202,500	835,380	40,320	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.04622	-14,773	-1,441	-7,489	-4,006	7	1	1	0	1	0	0	Laborers	2	1	1	MONDAY	12	0	0	0	0	1	1	Business Entity Type 3	0.600498	0.601387	0.56206	0.2062	0.1286	0.9876	0.83	0.1447	0.2	0.1724	0.375	0.0417	0	0.1681	0.205	0	0	0.2101	0.1335	0.9876	0.8367	0.146	0.2014	0.1724	0.375	0.0417	0	0.1837	0.2136	0	0	0.2082	0.1286	0.9876	0.8323	0.1456	0.2	0.1724	0.375	0.0417	0	0.171	0.2087	0	0	reg oper account	block of flats	0.2403	Panel	No	0	0	0	0	-1,207	1	0	0	0	0	0	0	0	0	0	0	0	0	6
291,323	0	Revolving loans	F	N	Y	0	90,000	270,000	13,500	270,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.015221	-17,351	-316	-8,984	-880	7	1	1	0	1	1	0	Sales staff	1	2	2	THURSDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.195354	0.447179	0.0711	0	0.9881	0.8232	0	0	0.0345	0.1667	0.2083	0.0391	0.0504	0.0479	0	0.0207	0.0725	0	0.9881	0.8301	0	0	0.0345	0.1667	0.2083	0.04	0.0551	0.0499	0	0.0219	0.0718	0	0.9881	0.8256	0	0	0.0345	0.1667	0.2083	0.0398	0.0513	0.0487	0	0.0212	reg oper account	block of flats	0.0422	Stone, brick	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
176,899	1	Cash loans	F	Y	Y	0	189,000	1,078,200	31,653	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-16,433	-602	-8,065	-4,047	6	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	14	0	0	0	0	1	1	Construction	0.595447	0.69906	0.297087	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,013	1	0	0	0	0	0	0	0	0	0	0	0	0	1
214,049	0	Cash loans	F	N	Y	2	67,500	521,280	27,423	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-11,267	-155	-9,011	-3,187	7	1	1	0	1	0	0	Cooking staff	4	2	2	SUNDAY	10	0	0	0	0	0	0	Kindergarten	0.356323	0.675062	0.21035	0.0722	0.0491	0.9856	0.8028	0.0096	0	0.1379	0.1667	0.2083	0.0639	0.0588	0.0522	0	0	0.0735	0.0509	0.9856	0.8105	0.0097	0	0.1379	0.1667	0.2083	0.0653	0.0643	0.0544	0	0	0.0729	0.0491	0.9856	0.8054	0.0097	0	0.1379	0.1667	0.2083	0.065	0.0599	0.0531	0	0	reg oper account	block of flats	0.041	Panel	No	8	0	8	0	-2,348	1	0	0	0	0	0	0	0	0	0	0	0	2	8
189,517	0	Cash loans	F	N	Y	0	135,000	222,768	15,970.5	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-18,271	-10,124	-18,228	-1,817	7	1	1	0	1	0	1	Core staff	2	2	2	MONDAY	8	0	0	0	0	0	0	School	0.72771	0.135833	0.706205	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	-1,049	1	0	0	0	0	0	0	0	0	0	0	0	2	3
162,317	0	Cash loans	F	N	Y	0	225,000	1,129,500	33,156	1,129,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.026392	-19,872	-10,484	-762	-3,382	7	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	16	0	0	0	0	0	0	Other	0.356323	0.69339	0.524496	0.2124	0	0.998	0.8232	0	0.32	0.1379	0.5417	0.2083	0	0.0504	0.1598	0	0.374	0.2164	0	0.998	0.8301	0	0.3222	0.1379	0.5417	0.2083	0	0.0551	0.1665	0	0.3959	0.2144	0	0.998	0.8256	0	0.32	0.1379	0.5417	0.2083	0	0.0513	0.1627	0	0.3818	reg oper account	block of flats	0.207	Stone, brick	No	0	0	0	0	-1,604	1	0	0	0	0	0	0	0	0	1	0	0	0	6
311,687	0	Cash loans	F	N	Y	0	157,500	760,500	33,628.5	760,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.026392	-22,837	365,243	-5,277	-4,444	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	0	XNA	0.775762	0.691593	0.504681	0.1072	0	0.9921	0.8232	0	0	0.1379	0.25	0.2083	0	0.0504	0.1191	0	0	0.1092	0	0.9921	0.8301	0	0	0.1379	0.25	0.2083	0	0.0551	0.1241	0	0	0.1083	0	0.9921	0.8256	0	0	0.1379	0.25	0.2083	0	0.0513	0.1213	0	0	reg oper account	block of flats	0.0937	Panel	No	4	1	4	1	-2,001	0	0	1	0	0	0	0	0	0	0	0	1	0	6
205,090	0	Cash loans	F	N	Y	2	67,500	450,000	21,109.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006305	-12,044	-190	-81	-4,675	7	1	1	0	1	0	0	Sales staff	4	3	3	SUNDAY	4	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.480195	0.684828	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-235	1	0	0	0	0	0	0	0	0	0	0	0	0	0
102,903	1	Cash loans	F	N	N	1	90,000	225,000	16,371	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.010276	-14,309	-593	-2,220	-2,449	7	1	1	1	1	0	0	Core staff	3	2	2	THURSDAY	17	0	0	0	0	0	0	Kindergarten	0.365803	0.598511	0.28813	0.1186	0.1429	0.9846	0.7892	0.0213	0	0.2759	0.1667	0.0417	0	0.0967	0.1023	0	0	0.1208	0.1483	0.9846	0.7975	0.0215	0	0.2759	0.1667	0.0417	0	0.1056	0.1066	0	0	0.1197	0.1429	0.9846	0.792	0.0215	0	0.2759	0.1667	0.0417	0	0.0983	0.1041	0	0	reg oper spec account	block of flats	0.0921	Stone, brick	No	1	0	1	0	-2,517	1	0	0	0	0	0	0	0	0	0	0	0	0	3
141,087	0	Revolving loans	F	N	Y	0	157,500	450,000	22,500	450,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-23,143	365,243	-3,089	-4,151	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	17	0	0	0	0	0	0	XNA	0.356323	0.620146	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	-602	0	0	0	0	0	0	0	0	0	0	0	0	0	3
230,472	0	Cash loans	F	N	Y	0	202,500	542,133	32,413.5	468,000	Family	Working	Higher education	Married	House / apartment	0.020246	-12,514	-2,895	-7,479	-3,257	7	1	1	0	1	0	0	Medicine staff	2	3	3	THURSDAY	13	0	0	0	0	0	0	University	0.251032	0.391462	0.577969	0.033	0.057	0.9896	0.8572	0.0109	0.04	0.069	0.375	0.25	0.0237	0.0261	0.0513	0.0039	0.0349	0.0336	0.0592	0.9896	0.8628	0.011	0.0403	0.069	0.375	0.25	0.0243	0.0285	0.0534	0.0039	0.0369	0.0333	0.057	0.9896	0.8591	0.011	0.04	0.069	0.375	0.25	0.0241	0.0265	0.0522	0.0039	0.0356	reg oper account	block of flats	0.0539	Stone, brick	No	0	0	0	0	-988	1	0	0	0	0	0	0	0	0	0	0	1	0	1
110,143	1	Cash loans	M	N	Y	1	90,000	273,024	13,279.5	216,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.009657	-14,192	-911	-3,133	-4,298	7	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	16	0	0	0	0	0	0	Housing	0.262101	0.121925	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	-514	1	0	0	0	0	0	0	0	0	0	0	1	2	2
219,166	0	Cash loans	F	N	N	0	90,000	508,495.5	20,164.5	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.02461	-22,712	365,243	-9,933	-4,105	7	1	0	0	1	1	0	Laborers	1	2	2	FRIDAY	13	0	0	0	0	0	0	XNA	0.356323	0.735219	0.429424	0.0619	0.0788	0.9866	0.8232	0	0	0.1379	0.1667	0.2083	0.0111	0.0504	0.0542	0	0	0.063	0.0817	0.9866	0.8301	0	0	0.1379	0.1667	0.2083	0.0114	0.0551	0.0565	0	0	0.0625	0.0788	0.9866	0.8256	0	0	0.1379	0.1667	0.2083	0.0113	0.0513	0.0552	0	0	reg oper account	block of flats	0.0426	Stone, brick	No	7	0	7	0	-65	1	0	0	0	0	0	0	0	0	0	0	0	2	3
271,909	0	Cash loans	M	Y	Y	0	450,000	1,125,000	47,794.5	1,125,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.0228	-23,451	365,243	-131	-2,686	3	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	14	0	0	0	0	0	0	XNA	0.356323	0.611164	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	0	0	0	0	-356	0	0	1	0	0	0	0	0	0	0	0	0	1	2
240,990	0	Revolving loans	F	N	Y	0	90,000	180,000	9,000	180,000	Family	Working	Incomplete higher	Single / not married	House / apartment	0.00733	-7,906	-192	-7,888	-573	7	1	1	0	1	1	0	Laborers	1	2	2	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.552708	0.394495	0.2155	0.1258	0.9891	0.8504	0.0344	0.16	0.069	0.3333	0.0417	0.122	0.0504	0.1582	0	0.001	0.2195	0.1306	0.9891	0.8563	0.0347	0.1611	0.069	0.3333	0.0417	0.1248	0.0551	0.1648	0	0.0011	0.2176	0.1258	0.9891	0.8524	0.0346	0.16	0.069	0.3333	0.0417	0.1241	0.0513	0.1611	0	0.001	reg oper account	block of flats	0.1567	Stone, brick	No	0	0	0	0	-506	0	0	0	0	0	0	0	0	0	0	0	0	0	1
377,569	0	Revolving loans	F	N	Y	0	112,500	202,500	10,125	202,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-20,344	-634	-3,658	-3,523	7	1	1	0	1	0	0	Medicine staff	2	2	2	SATURDAY	11	0	0	0	0	0	0	Medicine	0.556032	0.716394	0.347418	0.1485	0	0.9861	0.8232	0	0.16	0.1379	0.3333	0.2083	0	0.0504	0.1524	0	0	0.1513	0	0.9861	0.8301	0	0.1611	0.1379	0.3333	0.2083	0	0.0551	0.1588	0	0	0.1499	0	0.9861	0.8256	0	0.16	0.1379	0.3333	0.2083	0	0.0513	0.1551	0	0	reg oper account	block of flats	0.1199	Panel	No	0	0	0	0	-322	0	0	0	0	0	0	0	0	0	0	0	0	0	2
372,163	0	Cash loans	F	N	Y	0	67,500	808,650	26,086.5	675,000	Spouse, partner	Working	Secondary / secondary special	Civil marriage	House / apartment	0.00712	-21,015	-1,950	-4,344	-4,558	7	1	1	1	1	1	0	Medicine staff	2	2	2	TUESDAY	8	0	0	0	0	0	0	Medicine	0.77245	0.194215	0.408359	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	-530	1	0	0	0	0	0	0	0	0	0	0	0	0	1
210,056	0	Cash loans	F	Y	Y	0	72,000	389,844	21,276	315,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-20,761	-10,149	-10,301	-1,699	13	1	1	1	1	1	0	Accountants	2	3	3	TUESDAY	5	0	0	0	0	0	0	Government	0.356323	0.361294	0.235311	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	-972	1	0	0	0	0	0	0	0	0	0	0	1	0	3
374,797	0	Cash loans	F	N	Y	0	112,500	677,664	22,396.5	585,000	Unaccompanied	Pensioner	Lower secondary	Widow	House / apartment	0.0105	-23,666	365,243	-11,172	-4,071	7	1	0	0	1	0	0	Laborers	1	3	3	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.464184	0.51009	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	-186	1	0	0	0	0	0	0	0	0	0	0	0	0	3
192,858	0	Cash loans	F	N	N	0	114,066	135,000	3,690	135,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.035792	-8,614	-420	-889	-1,296	7	1	1	1	1	0	0	Core staff	2	2	2	WEDNESDAY	12	0	0	0	0	1	1	Bank	0.282704	0.442726	0.258084	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	-207	0	0	0	0	0	1	0	0	0	0	0	0	0	0
129,673	0	Revolving loans	F	N	Y	0	126,000	382,500	19,125	382,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-22,988	-2,747	-11,845	-4,766	7	1	1	0	1	0	0	Laborers	2	1	1	WEDNESDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.898757	0.750746	0.641368	0.2979	0.2904	0.9821	0.7552	0.083	0.32	0.2759	0.3333	0.0417	0.1682	0.2412	0.3104	0.0077	0.0777	0.3036	0.3013	0.9821	0.7648	0.0837	0.3222	0.2759	0.3333	0.0417	0.1721	0.2635	0.3234	0.0078	0.0823	0.3008	0.2904	0.9821	0.7585	0.0835	0.32	0.2759	0.3333	0.0417	0.1712	0.2454	0.3159	0.0078	0.0793	reg oper account	block of flats	0.261	Stone, brick	No	1	0	1	0	-2,027	0	0	0	0	0	0	0	0	0	0	0	0	0	1
452,303	1	Cash loans	M	N	Y	0	135,000	781,920	61,906.5	675,000	Spouse, partner	Working	Secondary / secondary special	Married	With parents	0.010032	-17,287	-6,139	-2,899	-787	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	6	0	0	0	1	1	1	Business Entity Type 3	0.356323	0.603509	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	-953	1	0	0	0	0	0	0	0	0	0	0	0	0	2
312,755	0	Cash loans	F	N	N	0	270,000	555,273	21,645	463,500	Unaccompanied	Working	Secondary / secondary special	Separated	Municipal apartment	0.022625	-16,223	-287	-5,160	-2,293	7	1	1	0	1	0	0	Sales staff	1	2	2	SATURDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.44093	0.551381	0.0825	0	0.9622	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0288	0	0	0.084	0	0.9623	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.03	0	0	0.0833	0	0.9622	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0293	0	0	reg oper account	block of flats	0.0249	Panel	Yes	3	0	3	0	-2,239	1	0	0	0	0	0	0	0	0	0	0	1	0	3
411,374	0	Cash loans	F	N	N	0	225,000	1,350,000	69,903	1,350,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00963	-22,605	-15,439	-2,555	-2,569	7	1	1	0	1	1	0	Accountants	2	2	2	THURSDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.524338	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	0	-5	1	0	0	0	0	0	0	0	0	0	0	0	0	0
333,906	0	Cash loans	M	N	N	1	112,500	343,800	13,090.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-15,207	-102	-108	-108	7	1	1	0	1	0	0	Laborers	3	2	2	THURSDAY	8	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.025878	0.7463	0.0278	0.0537	0.9866	0.8164	0.026	0.08	0.069	0.3333	0.375	0.1431	0.0219	0.1042	0.0039	0.0032	0.0284	0.0557	0.9866	0.8236	0.0263	0.0806	0.069	0.3333	0.375	0.1463	0.0239	0.1086	0.0039	0.0034	0.0281	0.0537	0.9866	0.8189	0.0262	0.08	0.069	0.3333	0.375	0.1456	0.0222	0.1061	0.0039	0.0033	not specified	block of flats	0.0969	Stone, brick	No	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
216,578	1	Cash loans	F	N	N	0	90,000	781,920	28,084.5	675,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.035792	-19,592	-1,684	-12,526	-2,361	7	1	1	1	1	1	0	Laborers	1	2	2	WEDNESDAY	20	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.548981	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	-414	1	0	0	0	0	0	0	0	1	0	0	0	0	1
346,486	0	Cash loans	M	Y	N	0	396,000	900,000	38,263.5	900,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.008474	-17,858	-565	-2,870	-1,416	5	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	13	0	0	0	0	1	1	Other	0.638512	0.653637	0.511892	0.067	0.0987	0.9811	0.7416	0.0592	0	0.1379	0.1667	0.2083	0.0583	0.0546	0.0861	0	0	0.0683	0.1024	0.9811	0.7517	0.0598	0	0.1379	0.1667	0.2083	0.0597	0.0597	0.0897	0	0	0.0677	0.0987	0.9811	0.7451	0.0596	0	0.1379	0.1667	0.2083	0.0594	0.0556	0.0876	0	0	reg oper account	specific housing	0.1001	Panel	No	0	0	0	0	-1,303	0	0	0	1	0	0	0	0	0	0	0	0	0	0
288,204	0	Cash loans	M	Y	Y	2	270,000	297,130.5	23,602.5	256,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.003818	-11,787	-964	-5,871	-3,800	20	1	1	0	1	0	0	Laborers	4	2	2	MONDAY	7	0	0	0	0	1	1	Other	0.245474	0.095002	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	-765	1	0	0	0	0	0	0	0	0	0	0	1	0	4
252,451	0	Cash loans	M	Y	N	1	180,000	687,600	19,039.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	With parents	0.019101	-11,355	-2,986	-3,026	-3,811	2	1	1	0	1	0	0	Drivers	3	2	2	MONDAY	10	0	0	0	0	0	0	Self-employed	0.381096	0.433446	0.387625	0.0227	0.0217	0.995	0.8232	0	0	0.0345	0.2083	0.2083	0.0142	0.0504	0.0237	0	0.0172	0.0231	0.0225	0.995	0.8301	0	0	0.0345	0.2083	0.2083	0.0145	0.0551	0.0247	0	0.0182	0.0229	0.0217	0.995	0.8256	0	0	0.0345	0.2083	0.2083	0.0144	0.0513	0.0242	0	0.0175	reg oper account	block of flats	0.0309	Stone, brick	No	7	0	7	0	-2,612	0	0	0	0	0	0	0	0	0	0	0	0	0	0
241,988	0	Cash loans	F	N	Y	0	135,000	750,154.5	36,216	670,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-10,767	-1,590	-2,952	-3,226	7	1	1	1	1	0	0	Laborers	2	3	3	THURSDAY	12	0	0	0	0	0	0	Self-employed	0.437661	0.476021	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	8	0	8	0	-581	1	0	0	0	0	0	0	0	0	0	0	0	0	0
187,254	0	Cash loans	M	Y	Y	0	180,000	1,288,350	41,692.5	1,125,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.003069	-19,442	-1,450	-1,045	-3,002	0	1	1	0	1	1	0	Sales staff	1	3	3	THURSDAY	15	0	0	0	0	0	0	Self-employed	0.356323	0.400946	0.504681	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	2	3	2	-908	1	0	0	0	0	0	0	0	0	0	0	0	0	3
352,591	0	Cash loans	F	Y	Y	2	202,500	339,241.5	15,943.5	238,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.020246	-12,081	-4,353	-420	-3,981	9	1	1	0	1	0	0	Managers	4	3	3	MONDAY	6	0	0	0	0	0	0	Government	0.501247	0.359434	0.519097	0.0165	0	0.9806	0.7348	0	0	0.069	0.0417	0.0833	0.0564	0.0134	0.014	0	0.0241	0.0168	0	0.9806	0.7452	0	0	0.069	0.0417	0.0833	0.0577	0.0147	0.0146	0	0.0256	0.0167	0	0.9806	0.7383	0	0	0.069	0.0417	0.0833	0.0574	0.0137	0.0143	0	0.0246	reg oper spec account	block of flats	0.0163	Stone, brick	No	1	0	1	0	-666	1	0	0	0	0	0	0	0	0	0	0	0	0	3
238,044	0	Cash loans	F	N	Y	1	63,000	814,500	23,944.5	814,500	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.031329	-15,222	-1,008	-4,678	-4,845	7	1	1	1	1	0	0	Sales staff	3	2	2	THURSDAY	10	0	0	0	0	0	0	Self-employed	0.356323	0.615732	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	1	-2,884	1	0	0	0	0	0	0	0	0	0	0	0	0	0
262,513	0	Cash loans	F	N	Y	0	292,500	781,920	40,054.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.00963	-12,484	-1,195	-4,897	-4,896	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	16	0	0	0	0	1	1	Military	0.356323	0.104222	0.54781	0.1485	0	0.9841	0.7824	0.0224	0	0.3448	0.1667	0.2083	0	0.121	0.1391	0	0	0.1513	0	0.9841	0.7909	0.0226	0	0.3448	0.1667	0.2083	0	0.1322	0.1449	0	0	0.1499	0	0.9841	0.7853	0.0226	0	0.3448	0.1667	0.2083	0	0.1231	0.1416	0	0	reg oper account	block of flats	0.1217	Panel	No	1	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	2
409,406	0	Cash loans	F	Y	Y	0	202,500	945,000	31,230	945,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.019689	-16,482	-411	-786	-26	20	1	1	0	1	0	0	Accountants	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Bank	0.356323	0.181118	0.591977	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	-1,636	1	0	0	0	0	0	0	0	0	0	0	0	0	3
243,137	0	Cash loans	M	N	Y	0	135,000	135,000	7,452	135,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-19,625	-4,508	-833	-3,152	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.562391	0.52989	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	-620	1	0	0	0	0	0	0	0	0	0	0	0	1	5
152,306	0	Cash loans	F	Y	Y	1	382,500	983,299.5	39,127.5	904,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.007274	-14,372	-1,320	-1,245	-2,347	1	1	1	0	1	0	0	Sales staff	3	2	2	THURSDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.379558	0.37065	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-536	1	0	0	0	0	0	0	0	0	0	0	0	0	1
161,743	0	Cash loans	M	Y	Y	0	279,000	577,912.5	42,183	535,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.032561	-10,719	-2,227	-409	-3,169	2	1	1	0	1	0	0	Security staff	2	1	1	MONDAY	14	0	0	0	0	0	0	Military	0.356323	0.629369	0.707699	0.4247	0.3752	0.993	0.9048	0.1584	0.48	0.4138	0.625	0.125	0.0908	0.3194	0.5295	0.1236	0.3472	0.4328	0.3894	0.993	0.9085	0.1599	0.4834	0.4138	0.625	0.125	0.0929	0.3489	0.5517	0.1245	0.3676	0.4289	0.3752	0.993	0.9061	0.1594	0.48	0.4138	0.625	0.125	0.0924	0.3249	0.539	0.1242	0.3545	org spec account	block of flats	0.5295	Monolithic	No	7	0	7	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
311,270	0	Cash loans	F	N	Y	0	157,500	1,566,747	64,786.5	1,462,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.010147	-19,578	-1,325	-6,826	-3,066	7	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	9	0	1	1	0	1	1	Self-employed	0.723193	0.591482	0.506484	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	-646	1	0	0	0	0	0	0	0	0	0	0	0	0	3
154,757	0	Cash loans	F	Y	Y	0	202,500	803,259	23,616	670,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-22,288	-1,180	-9,359	-4,588	4	1	1	0	1	0	0	Cleaning staff	2	2	2	FRIDAY	14	0	0	0	0	0	0	Kindergarten	0.356323	0.442198	0.647977	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	3	5	2	-1,782	1	0	0	0	0	0	0	0	0	0	0	4	0	0
310,466	0	Cash loans	F	N	N	0	202,500	1,494,486	39,555	1,305,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.04622	-9,521	-881	-7,163	-863	7	1	1	0	1	1	0	Laborers	2	1	1	SATURDAY	14	0	1	1	0	0	0	Business Entity Type 3	0.356323	0.328177	0.7463	0.2268	0.1022	0.9901	0.864	0.0744	0.32	0.1379	0.3333	0.375	0.1092	0.1816	0.2187	0.0154	0.0762	0.2311	0.106	0.9901	0.8693	0.0751	0.3222	0.1379	0.3333	0.375	0.1117	0.1983	0.2278	0.0156	0.0807	0.229	0.1022	0.9901	0.8658	0.0749	0.32	0.1379	0.3333	0.375	0.1111	0.1847	0.2226	0.0155	0.0778	reg oper spec account	block of flats	0.2127	Stone, brick	No	0	0	0	0	-230	1	0	0	0	0	0	0	0	0	0	0	0	0	0
178,969	0	Cash loans	F	N	Y	0	180,000	1,129,500	44,923.5	1,129,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.026392	-20,974	365,243	-10,011	-4,450	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	0	XNA	0.655852	0.288351	0.7463	0.1856	0	0.9866	0.8232	0	0.2	0.1724	0.3333	0.2083	0	0.0504	0.1927	0	0.0016	0.1891	0	0.9866	0.8301	0	0.2014	0.1724	0.3333	0.2083	0	0.0551	0.2007	0	0.0017	0.1874	0	0.9866	0.8256	0	0.2	0.1724	0.3333	0.2083	0	0.0513	0.1961	0	0.0016	reg oper account	block of flats	0.1519	Panel	No	0	0	0	0	-522	0	0	1	0	0	0	0	0	0	0	0	0	0	0
313,619	0	Cash loans	F	Y	Y	1	108,000	269,982	32,040	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-10,212	-1,160	-9,576	-2,173	23	1	1	1	1	1	0	Core staff	3	3	3	MONDAY	12	0	0	0	0	0	0	Kindergarten	0.565533	0.129181	0.49206	0.0825	0.0699	0.9737	0.6396	0.0987	0	0.1379	0.1667	0.2083	0.0702	0.0672	0.0637	0	0	0.084	0.0725	0.9737	0.6537	0.0996	0	0.1379	0.1667	0.2083	0.0718	0.0735	0.0664	0	0	0.0833	0.0699	0.9737	0.6444	0.0993	0	0.1379	0.1667	0.2083	0.0714	0.0684	0.0649	0	0	reg oper account	block of flats	0.054	Block	No	1	1	1	1	-257	0	0	0	0	1	0	0	0	0	0	0	1	0	2
387,179	0	Cash loans	F	N	Y	0	112,500	808,650	23,773.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010966	-21,587	365,243	-3,609	-4,897	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	0	0	XNA	0.356323	0.31229	0.574447	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	-2,244	1	0	0	0	0	0	0	0	0	0	0	0	0	2
424,642	0	Cash loans	F	Y	N	0	157,500	961,146	34,182	688,500	Spouse, partner	Commercial associate	Higher education	Married	House / apartment	0.035792	-11,278	-441	-2,858	-3,449	4	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	13	0	0	0	1	1	0	Business Entity Type 3	0.700475	0.657926	0.597192	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	-248	1	0	0	0	0	0	0	0	0	0	0	0	0	1
388,632	0	Cash loans	F	Y	N	0	90,000	381,528	12,316.5	315,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.0228	-21,746	365,243	-1,014	-4,691	17	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	XNA	0.356323	0.594095	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	7	0	7	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
364,026	0	Cash loans	F	Y	Y	0	157,500	900,000	26,446.5	900,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.026392	-8,179	-404	-3,514	-805	11	1	1	0	1	0	1	Laborers	1	2	2	WEDNESDAY	15	1	1	0	1	1	0	Business Entity Type 2	0.276575	0.624197	0.345785	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	-675	1	0	0	0	0	0	0	0	0	0	0	0	0	1
357,401	0	Cash loans	F	N	Y	1	135,000	348,264	34,056	315,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.008068	-17,452	-3,491	-9,107	-983	7	1	1	0	1	0	0	Laborers	3	3	3	SUNDAY	7	0	0	0	0	0	0	Government	0.81372	0.372018	0.553165	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	0	3	0	-1,826	0	1	0	0	0	0	0	0	0	0	0	0	0	0
225,033	0	Cash loans	F	N	Y	1	180,000	850,500	30,262.5	850,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.006296	-9,945	-593	-753	-298	7	1	1	0	1	0	0	Managers	3	3	3	SATURDAY	10	0	0	0	0	0	0	Trade: type 1	0.281806	0.557213	0.28518	0.0495	0.0576	0.9757	0.8232	0	0	0.1034	0.125	0.2083	0.0453	0.0504	0.0415	0	0.0115	0.0504	0.0598	0.9757	0.8301	0	0	0.1034	0.125	0.2083	0.0463	0.0551	0.0433	0	0.0121	0.05	0.0576	0.9757	0.8256	0	0	0.1034	0.125	0.2083	0.046	0.0513	0.0423	0	0.0117	reg oper account	block of flats	0.0352	Panel	No	0	0	0	0	-317	1	0	0	0	0	0	0	0	0	0	0	0	0	0
224,463	0	Cash loans	F	N	N	0	135,000	553,806	28,273.5	495,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.035792	-12,825	-5,181	-6,760	-4,618	7	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	18	0	0	0	0	0	0	Business Entity Type 1	0.284838	0.254436	0.320163	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	-135	1	0	0	0	0	0	0	0	0	0	1	0	0	0
246,622	1	Cash loans	M	Y	Y	0	180,000	663,093	21,388.5	553,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.035792	-16,873	-1,240	-2,056	-412	16	1	1	1	1	0	0	Sales staff	2	2	2	MONDAY	16	0	0	0	0	1	1	Self-employed	0.356323	0.673487	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	-873	0	0	0	1	0	0	0	0	0	0	0	0	0	0
403,182	0	Revolving loans	F	N	Y	0	112,500	202,500	10,125	202,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00823	-11,639	-1,592	-2,789	-1,802	7	1	1	0	1	0	0	Sales staff	2	2	2	FRIDAY	11	0	0	0	0	0	0	Trade: type 7	0.394035	0.583283	0.698668	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-464	0	0	0	0	0	0	0	0	0	0	0	0	0	0
450,348	0	Cash loans	F	N	N	0	225,000	509,400	40,243.5	450,000	Unaccompanied	State servant	Higher education	Separated	With parents	0.006207	-11,822	-319	-7,233	-3,058	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	14	1	1	0	1	1	0	Bank	0.507392	0.330675	0.307737	0.0825	0	0.9871	0.8232	0	0	0.2414	0.375	0.2083	0.0941	0.0504	0.2766	0	0	0.084	0	0.9871	0.8301	0	0	0.2414	0.375	0.2083	0.0962	0.0551	0.2882	0	0	0.0833	0	0.9871	0.8256	0	0	0.2414	0.375	0.2083	0.0957	0.0513	0.2816	0	0	reg oper account	block of flats	0.2393	Stone, brick	No	0	0	0	0	-1,896	1	0	0	0	0	0	0	0	0	0	0	0	1	2
451,006	0	Cash loans	F	Y	Y	2	270,000	710,640	80,500.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-13,781	-972	-39	-5,261	3	1	1	0	1	0	0	Accountants	4	2	2	TUESDAY	16	0	0	0	0	0	0	Self-employed	0.093934	0.697914	0.243186	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	-2,132	1	0	0	0	0	0	0	0	0	0	0	1	0	3
353,336	0	Cash loans	F	Y	Y	2	112,500	474,363	25,861.5	409,500	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.035792	-13,665	-1,522	-4,450	-4,451	21	1	1	0	1	0	0	Cleaning staff	4	2	2	MONDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.640031	0.045677	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	10	2	10	2	-823	1	0	0	0	0	0	0	0	0	0	0	0	0	2
279,320	0	Cash loans	M	Y	N	1	90,000	288,873	16,713	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-16,794	-9,341	-6,007	-336	12	1	1	0	1	1	0	Drivers	3	2	2	SATURDAY	11	0	0	0	0	0	0	Government	0.356323	0.618378	0.669057	0.0732	0.0602	0.9851	0.796	0.0087	0	0.1379	0.1667	0.2083	0.0198	0.0588	0.0502	0.0039	0.0033	0.0746	0.0624	0.9851	0.804	0.0088	0	0.1379	0.1667	0.2083	0.0202	0.0643	0.0523	0.0039	0.0035	0.0739	0.0602	0.9851	0.7987	0.0087	0	0.1379	0.1667	0.2083	0.0201	0.0599	0.0511	0.0039	0.0034	reg oper account	block of flats	0.0449	Panel	No	4	0	4	0	-3,133	1	0	0	0	0	0	0	0	0	0	0	0	0	2
319,182	0	Cash loans	M	N	N	0	135,000	544,491	15,102	454,500	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006207	-9,338	-1,523	-11	-1,999	7	1	1	0	1	0	0	Managers	2	2	2	SATURDAY	16	0	0	0	0	0	0	Transport: type 4	0.49785	0.296609	0.7463	0.0412	0.0502	0.9985	0.9796	0.0058	0	0.069	0.1667	0.2083	0.0224	0.0336	0.0407	0	0	0.042	0.0521	0.9985	0.9804	0.0058	0	0.069	0.1667	0.2083	0.023	0.0367	0.0424	0	0	0.0416	0.0502	0.9985	0.9799	0.0058	0	0.069	0.1667	0.2083	0.0228	0.0342	0.0414	0	0	reg oper account	block of flats	0.0351	Stone, brick	No	1	0	1	0	-2	0	0	0	1	0	0	0	0	0	0	0	0	0	2
120,754	0	Cash loans	F	N	N	0	112,500	238,500	18,585	238,500	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.006296	-18,118	-7,680	-1,260	-1,670	7	1	1	0	1	0	0	Laborers	1	3	3	WEDNESDAY	11	0	0	0	0	0	0	Self-employed	0.356323	0.34129	0.718033	0.1392	0.1973	0.9871	0.8232	0	0	0.3103	0.1667	0.2083	0.1594	0.0504	0.101	0	0.2195	0.1418	0.2047	0.9871	0.8301	0	0	0.3103	0.1667	0.2083	0.163	0.0551	0.1053	0	0.2323	0.1405	0.1973	0.9871	0.8256	0	0	0.3103	0.1667	0.2083	0.1622	0.0513	0.1028	0	0.2241	reg oper account	block of flats	0.1272	Panel	No	0	0	0	0	-1,885	1	0	0	0	0	0	0	0	0	0	1	0	0	3
240,241	0	Cash loans	M	N	Y	1	225,000	562,491	26,194.5	454,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.014464	-18,338	-4,960	-80	-1,789	7	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	9	0	0	0	1	1	1	Business Entity Type 3	0.501174	0.265099	0.7463	0.0247	0.0475	0.9916	0.8844	0.004	0	0.1034	0.0833	0.125	0.0237	0.0202	0.0261	0	0	0.0252	0.0492	0.9916	0.8889	0.0041	0	0.1034	0.0833	0.125	0.0242	0.022	0.0272	0	0	0.025	0.0475	0.9916	0.8859	0.0041	0	0.1034	0.0833	0.125	0.0241	0.0205	0.0266	0	0	reg oper spec account	block of flats	0.0227	Stone, brick	No	0	0	0	0	-57	0	0	0	1	0	0	0	0	0	0	0	0	0	0
108,730	0	Cash loans	F	N	Y	0	202,500	1,185,120	39,168	900,000	Unaccompanied	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.032561	-21,517	-8,013	-11,680	-4,017	7	1	1	0	1	1	0	Core staff	2	1	1	TUESDAY	18	0	0	0	0	0	0	Kindergarten	0.356323	0.768227	0.786267	0.4309	0.33	0.9836	0.8232	0	0.48	0.4138	0.3333	0.2083	0	0.0504	0.4809	0	0.0416	0.4391	0.3425	0.9836	0.8301	0	0.4834	0.4138	0.3333	0.2083	0	0.0551	0.501	0	0.044	0.4351	0.33	0.9836	0.8256	0	0.48	0.4138	0.3333	0.2083	0	0.0513	0.4895	0	0.0424	reg oper account	block of flats	0.3872	Panel	No	0	0	0	0	-1,419	1	0	0	0	0	0	0	0	0	0	0	0	0	3
316,343	0	Cash loans	F	N	N	0	450,000	1,339,884	39,177	1,170,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.025164	-17,755	-2,411	-1,500	-1,299	7	1	1	0	1	1	0	Managers	2	2	2	MONDAY	10	0	0	0	0	0	0	Self-employed	0.356323	0.544705	0.445396	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-36	1	0	0	0	0	0	0	0	0	0	0	0	1	0
331,199	0	Cash loans	F	N	Y	0	202,500	942,300	30,528	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.005313	-19,947	-192	-4,341	-3,210	7	1	1	0	1	0	0	High skill tech staff	1	2	2	TUESDAY	16	0	0	0	0	0	0	Industry: type 3	0.356323	0.721691	0.28079	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	-2,158	1	0	0	0	0	0	0	0	0	0	0	0	0	0
264,973	0	Cash loans	F	N	Y	0	126,000	785,398.5	31,275	702,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.00712	-19,704	-5,325	-4,503	-3,256	7	1	1	0	1	0	0	Sales staff	2	2	2	THURSDAY	7	0	0	0	0	0	0	Self-employed	0.356323	0.355902	0.58674	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	15	0	15	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1
337,031	0	Cash loans	F	Y	Y	0	49,500	314,100	13,963.5	225,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.019689	-22,770	365,243	-4,745	-4,111	25	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	XNA	0.356323	0.457154	0.7463	0.133	0.1621	0.9781	0.7008	0.0155	0.08	0.2759	0.1667	0.2083	0.0696	0.1059	0.1173	0.0116	0.0432	0.1355	0.1682	0.9782	0.7125	0.0157	0.0806	0.2759	0.1667	0.2083	0.0712	0.1157	0.1223	0.0117	0.0457	0.1343	0.1621	0.9781	0.7048	0.0156	0.08	0.2759	0.1667	0.2083	0.0708	0.1077	0.1195	0.0116	0.0441	reg oper account	block of flats	0.1102	Block	No	0	0	0	0	-461	0	0	1	0	0	0	0	0	0	0	0	0	0	1
300,223	0	Cash loans	M	Y	Y	0	112,500	151,272	5,562	99,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.009175	-23,620	365,243	-9,060	-3,997	64	1	0	0	1	1	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	0	0	XNA	0.574338	0.702892	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	-1,767	0	0	1	0	0	0	0	0	0	0	0	0	2	4
133,366	0	Cash loans	F	N	Y	2	112,500	522,927	25,285.5	436,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.030755	-15,614	-3,156	-9,550	-5,658	7	1	1	0	1	0	0	Laborers	4	2	2	THURSDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.585068	0.645313	0.579727	0.0165	0	0.9742	0.8232	0	0	0.069	0.0417	0.2083	0.0197	0.0504	0.0129	0	0	0.0168	0	0.9742	0.8301	0	0	0.069	0.0417	0.2083	0.0202	0.0551	0.0135	0	0	0.0167	0	0.9742	0.8256	0	0	0.069	0.0417	0.2083	0.0201	0.0513	0.0132	0	0	reg oper account	block of flats	0.0102	Stone, brick	No	8	0	8	0	-1,960	1	0	0	0	0	0	0	0	0	0	0	0	0	6
272,325	0	Cash loans	M	N	N	0	112,500	1,546,020	45,202.5	1,350,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-18,000	-2,288	-4,412	-1,538	7	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	14	0	0	0	0	1	1	Business Entity Type 3	0.382386	0.662894	0.116125	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	-1,649	1	0	0	0	0	0	0	0	0	0	0	0	0	3
192,881	0	Cash loans	F	Y	Y	1	121,500	566,055	20,925	472,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-14,015	-4,064	-2,445	-1,145	2	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	12	0	0	0	0	0	0	Security Ministries	0.772812	0.685336	0.231439	0.1485	0.1068	0.9886	0.8436	0.0465	0.16	0.1379	0.3333	0.375	0.0766	0.1185	0.1531	0.0116	0.006	0.1513	0.1108	0.9886	0.8497	0.047	0.1611	0.1379	0.3333	0.375	0.0784	0.1295	0.1595	0.0117	0.0064	0.1499	0.1068	0.9886	0.8457	0.0468	0.16	0.1379	0.3333	0.375	0.078	0.1206	0.1559	0.0116	0.0062	reg oper account	block of flats	0.1472	Panel	No	0	0	0	0	-1,681	0	0	0	1	0	0	0	0	0	0	0	0	0	3
405,794	0	Cash loans	F	N	N	0	166,500	1,005,120	27,769.5	720,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.007274	-18,317	-1,502	-9,319	-1,827	7	1	1	0	1	1	0	Laborers	2	2	2	WEDNESDAY	17	0	0	0	0	0	0	Industry: type 11	0.356323	0.395052	0.560284	0.1485	0.0935	0.9876	0.83	0.0294	0.16	0.1379	0.3333	0.0417	0	0.121	0.1675	0	0	0.1513	0.097	0.9876	0.8367	0.0297	0.1611	0.1379	0.3333	0.0417	0	0.1322	0.1745	0	0	0.1499	0.0935	0.9876	0.8323	0.0296	0.16	0.1379	0.3333	0.0417	0	0.1231	0.1705	0	0	org spec account	block of flats	0.1317	Panel	No	0	0	0	0	-1	1	0	0	0	0	0	0	1	0	0	0	0	0	0
402,186	0	Cash loans	F	Y	N	0	81,000	165,960	8,604	112,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-11,385	-1,194	-5,462	-3,093	15	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	14	0	0	0	0	1	1	Postal	0.432482	0.671961	0.689479	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	-807	1	0	0	0	0	0	0	0	0	0	0	1	0	1
176,707	0	Cash loans	F	N	N	0	171,000	1,051,294.5	30,870	918,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.031329	-18,581	-4,475	-5,996	-2,095	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	14	0	0	0	0	0	0	Government	0.559763	0.633633	0.563835	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,749	1	0	0	0	0	0	0	0	0	0	0	1	0	3
403,534	0	Revolving loans	F	N	Y	1	130,500	180,000	9,000	180,000	Children	Working	Higher education	Civil marriage	House / apartment	0.018029	-10,068	-2,537	-8,980	-2,736	7	1	1	0	1	0	0	Sales staff	3	3	2	THURSDAY	6	0	0	0	0	0	0	Business Entity Type 3	0.499707	0.476386	0.166406	0.0869	0.0695	0.9876	0.83	0.0366	0.0932	0.0803	0.3333	0.375	0.0801	0.07	0.095	0.0039	0.0153	0.1134	0.0841	0.9876	0.8367	0.0554	0.1208	0.1034	0.3333	0.375	0.1192	0.0983	0.1265	0.0039	0.0048	0.1124	0.081	0.9876	0.8323	0.0553	0.12	0.1034	0.3333	0.375	0.1186	0.0915	0.1236	0.0039	0.0046	reg oper account	block of flats	0.1265	Panel	No	0	0	0	0	-1,881	0	0	0	0	0	0	0	0	0	0	0	0	0	2
315,423	0	Cash loans	F	N	Y	1	90,000	204,858	16,555.5	171,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.035792	-15,441	-4,706	-5,446	-4,613	7	1	1	0	1	0	0	Managers	3	2	2	THURSDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.661662	0.574447	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	-3,034	1	0	0	0	0	0	0	0	0	0	0	0	2	3
195,082	0	Cash loans	F	N	Y	0	103,500	643,500	17,824.5	643,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.031329	-7,883	-386	-6,942	-538	7	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.278631	0.390858	0.7463	0.0247	0.0467	0.9806	0.7348	0	0	0.069	0.0833	0.2083	0.0482	0.0504	0.0221	0	0	0.0252	0.0485	0.9806	0.7452	0	0	0.069	0.0833	0.2083	0.0493	0.0551	0.023	0	0	0.025	0.0467	0.9806	0.7383	0	0	0.069	0.0833	0.2083	0.0491	0.0513	0.0225	0	0	reg oper account	block of flats	0.0174	Block	No	0	0	0	0	-124	0	0	0	0	0	0	0	0	0	0	0	0	0	0
420,683	0	Cash loans	F	N	N	0	180,000	1,255,680	41,499	1,125,000	Family	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.019689	-10,290	-1,041	-3,987	-2,960	7	1	1	1	1	0	0	Sales staff	2	2	2	THURSDAY	20	0	0	0	0	0	0	Self-employed	0.356323	0.200716	0.728141	0.099	0.0855	0.9791	0.7144	0.0112	0	0.2069	0.1667	0.0417	0	0.0799	0.0856	0.0039	0.0153	0.1008	0.0888	0.9791	0.7256	0.0113	0	0.2069	0.1667	0.0417	0	0.0872	0.0892	0.0039	0.0162	0.0999	0.0855	0.9791	0.7182	0.0112	0	0.2069	0.1667	0.0417	0	0.0812	0.0872	0.0039	0.0156	reg oper account	block of flats	0.0707	Block	No	7	0	7	0	-1,201	1	0	0	0	0	0	0	0	0	0	0	0	0	5
289,520	0	Revolving loans	F	N	Y	0	157,500	405,000	20,250	405,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.026392	-15,508	-2,112	-3,163	-4,545	7	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	15	0	0	0	0	0	0	Legal Services	0.356323	0.553206	0.7463	0.033	0.0628	0.9911	0.8232	0	0	0.1034	0.1667	0.2083	0.0296	0.0504	0.0434	0	0	0.0336	0.0652	0.9911	0.8301	0	0	0.1034	0.1667	0.2083	0.0302	0.0551	0.0452	0	0	0.0333	0.0628	0.9911	0.8256	0	0	0.1034	0.1667	0.2083	0.0301	0.0513	0.0441	0	0	reg oper account	block of flats	0.0341	Stone, brick	No	0	0	0	0	-628	0	0	0	0	0	0	0	0	0	0	0	0	0	1
260,855	0	Cash loans	F	N	Y	0	180,000	1,321,020	35,554.5	1,125,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.018801	-16,862	-3,684	-5,513	-387	7	1	1	0	1	1	0	Medicine staff	2	2	2	SATURDAY	7	0	0	0	0	0	0	Medicine	0.689364	0.435273	0.75574	0.2227	0.1209	0.9816	0.7484	0	0.16	0.1379	0.3333	0.2083	0.0996	0.1816	0.1688	0	0	0.2269	0.1255	0.9816	0.7583	0	0.1611	0.1379	0.3333	0.2083	0.1018	0.1983	0.1759	0	0	0.2248	0.1209	0.9816	0.7518	0	0.16	0.1379	0.3333	0.2083	0.1013	0.1847	0.1719	0	0	reg oper spec account	block of flats	0.1979	Panel	No	1	0	1	0	-1,476	1	0	0	0	0	0	0	0	0	0	0	0	0	0
316,389	0	Cash loans	F	N	Y	0	72,000	315,000	22,954.5	315,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-14,188	-571	-4,452	-2,521	7	1	1	1	1	0	0	Sales staff	2	2	2	FRIDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.697065	0.718033	0.0619	0.0668	0.9876	0.83	0.0128	0	0.1034	0.1667	0.0417	0.0582	0.0504	0.0644	0	0	0.063	0.0693	0.9876	0.8367	0.013	0	0.1034	0.1667	0.0417	0.0596	0.0551	0.0671	0	0	0.0625	0.0668	0.9876	0.8323	0.0129	0	0.1034	0.1667	0.0417	0.0593	0.0513	0.0656	0	0	reg oper spec account	block of flats	0.0577	Block	No	2	1	2	1	-1,431	1	0	0	0	0	0	0	0	0	0	0	0	0	3
318,978	0	Cash loans	F	N	N	0	270,000	497,520	27,909	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	Municipal apartment	0.007114	-21,036	365,243	-14,758	-4,525	7	1	0	0	1	1	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.446182	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	4	2	4	0	-1,091	0	0	1	0	0	0	0	0	0	0	0	0	3	4
308,212	0	Cash loans	M	Y	Y	1	405,000	988,875	42,025.5	868,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.04622	-11,432	-4,437	-493	-2,697	3	1	1	0	1	0	0	Laborers	3	1	1	FRIDAY	17	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.581326	0.627991	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	10	0	10	0	-1,717	1	0	0	0	0	0	0	0	0	0	0	0	1	2
299,875	0	Cash loans	F	N	N	0	135,000	1,339,884	35,473.5	1,170,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.020713	-20,907	-3,916	-657	-2,527	7	1	1	1	1	0	0	Core staff	1	3	3	TUESDAY	13	0	0	0	0	1	1	Police	0.43844	0.594833	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	7	0	7	0	-6	1	0	0	0	0	0	0	0	0	0	0	0	0	0
388,702	0	Cash loans	F	N	Y	0	81,000	553,806	24,525	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-16,836	-159	-7,690	-375	7	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.535346	0.35357	0.686382	0.1557	0	0.9881	0.8232	0	0.16	0.1379	0.375	0.2083	0.026	0.0504	0.1653	0	0.0334	0.1586	0	0.9881	0.8301	0	0.1611	0.1379	0.375	0.2083	0.0266	0.0551	0.1722	0	0.0353	0.1572	0	0.9881	0.8256	0	0.16	0.1379	0.375	0.2083	0.0265	0.0513	0.1682	0	0.0341	reg oper account	block of flats	0.1738	Panel	No	2	0	2	0	-793	1	0	0	0	0	0	0	0	1	0	0	0	0	6
355,679	0	Cash loans	F	N	N	0	112,500	900,000	26,446.5	900,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.010032	-11,200	-1,141	-4,833	-2,970	7	1	1	0	1	1	0	Sales staff	1	2	2	MONDAY	9	0	0	0	0	0	0	Self-employed	0.430292	0.709953	0.652897	0.0825	0	0.9866	0.8164	0.0186	0	0.0345	0.1667	0.2083	0.1073	0.0672	0.0559	0	0	0.084	0	0.9866	0.8236	0.0187	0	0.0345	0.1667	0.2083	0.1098	0.0735	0.0582	0	0	0.0833	0	0.9866	0.8189	0.0187	0	0.0345	0.1667	0.2083	0.1092	0.0684	0.0569	0	0	reg oper account	block of flats	0.0541	Panel	No	2	0	2	0	-2,585	1	0	0	0	0	0	0	0	0	0	0	0	0	0
103,055	0	Cash loans	F	Y	Y	1	90,000	469,147.5	23,953.5	351,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.035792	-16,018	-2,841	-4,327	-5,016	10	1	1	0	1	1	0	Laborers	3	2	2	SATURDAY	11	0	0	0	0	0	0	Postal	0.415854	0.605871	0.234015	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	-2,460	1	0	0	0	0	0	0	0	0	0	0	1	0	6
109,294	0	Cash loans	F	N	Y	0	229,500	1,113,840	47,322	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-15,734	-387	-3,160	-4,586	7	1	1	0	1	0	0	Sales staff	2	2	2	FRIDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.66132	0.601414	0.719491	0.0082	0	0.9627	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.0115	0	0	0.0084	0	0.9628	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.012	0	0	0.0083	0	0.9627	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.0118	0	0	reg oper account	block of flats	0	Others	Yes	2	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1
402,558	0	Cash loans	F	N	Y	0	108,000	508,495.5	20,295	454,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.025164	-13,969	-2,743	-452	-4,208	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	0	0	Kindergarten	0.538539	0.265312	0.812823	0.0392	0.0318	0.9752	0.6532	0	0	0.069	0.0417	0.0833	0	0.0319	0.0289	0	0	0.0399	0.033	0.9752	0.6668	0	0	0.069	0.0417	0.0833	0	0.0349	0.0301	0	0	0.0396	0.0318	0.9752	0.6578	0	0	0.069	0.0417	0.0833	0	0.0325	0.0294	0	0	reg oper spec account	block of flats	0.0227	Stone, brick	No	0	0	0	0	-2,882	1	0	0	0	0	0	0	0	0	0	0	0	0	0
264,596	0	Cash loans	M	Y	Y	1	72,000	123,637.5	9,909	112,500	Other_B	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010966	-10,742	-1,162	-3,346	-3,342	19	1	1	1	1	1	0	Core staff	3	2	2	FRIDAY	17	0	0	0	0	0	0	Self-employed	0.356323	0.076729	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	-2,480	1	0	0	0	0	0	0	0	0	0	0	0	0	1
313,570	0	Cash loans	M	N	Y	1	225,000	276,277.5	20,785.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-16,491	-1,286	-399	-39	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.21144	0.138513	0.0629	0.0623	0.9747	0.6532	0.0052	0	0.1034	0.1667	0.2083	0.0572	0.0504	0.0507	0.0039	0.0174	0.0641	0.0646	0.9747	0.6668	0.0053	0	0.1034	0.1667	0.2083	0.0585	0.0551	0.0528	0.0039	0.0184	0.0635	0.0623	0.9747	0.6578	0.0053	0	0.1034	0.1667	0.2083	0.0582	0.0513	0.0516	0.0039	0.0178	reg oper account	block of flats	0.0465	Block	No	5	1	5	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0