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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	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
347,062	0	Cash loans	F	Y	Y	0	202,500	239,850	23,494.5	225,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.022625	-24,592	365,243	-5,443	-4,060	4	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	19	0	0	0	0	0	0	XNA	0.356323	0.594432	0.425893	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,526	1	0	0	0	0	0	0	4
445,936	0	Cash loans	F	N	Y	0	130,500	342,000	16,632	342,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010276	-20,924	365,243	-9,792	-4,104	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	0	XNA	0.356323	0.219355	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	-142	0	0	1	0	0	0	0	0
218,715	0	Cash loans	F	N	Y	0	81,000	269,550	18,891	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.019101	-24,092	365,243	-1,001	-4,061	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	17	0	0	0	0	0	0	XNA	0.356323	0.174029	0.764939	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	7	0	-1,984	0	0	1	0	0	0	1	1
112,454	0	Cash loans	F	N	Y	2	112,500	808,650	26,217	675,000	Unaccompanied	State servant	Secondary / secondary special	Single / not married	House / apartment	0.01885	-14,092	-1,491	-27	-4,194	7	1	1	0	1	0	0	Core staff	3	2	2	FRIDAY	17	0	0	0	0	0	0	Government	0.8264	0.480009	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	-1,497	1	0	0	0	0	0	0	0
225,342	0	Cash loans	F	N	N	0	126,000	436,032	25,159.5	360,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.006852	-23,066	365,243	-1,294	-4,463	7	1	0	0	1	1	0	Laborers	1	3	3	MONDAY	12	0	0	0	0	0	0	XNA	0.678654	0.479087	0.7463	0.0825	0.0866	0.9826	0.762	0.0328	0	0.1379	0.1667	0.2083	0.0122	0.0672	0.0761	0	0	0.084	0.0899	0.9826	0.7713	0.0331	0	0.1379	0.1667	0.2083	0.0125	0.0735	0.0793	0	0	0.0833	0.0866	0.9826	0.7652	0.033	0	0.1379	0.1667	0.2083	0.0124	0.0684	0.0775	0	0	reg oper account	block of flats	0.0778	Panel	No	0	0	0	0	-942	1	0	0	0	0	0	0	0
279,911	0	Cash loans	F	N	Y	0	45,000	284,400	8,752.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.018801	-20,545	365,243	-6	-4,099	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	6	0	0	0	0	0	0	XNA	0.356323	0.251984	0.413597	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	1	0	0	0	0	0
101,558	0	Cash loans	F	N	Y	0	202,500	972,000	27,292.5	972,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.018801	-15,628	-3,820	-404	-5,954	7	1	1	1	1	0	0	Managers	1	2	2	SATURDAY	6	0	0	0	0	0	0	Transport: type 4	0.356323	0.772533	0.344155	0.1505	0.0826	0.998	0.9728	0.051	0.14	0.0862	0.4375	0.2708	0.1539	0.1219	0.1193	0.0039	0.0898	0.1176	0.055	0.9975	0.9673	0.0399	0.1208	0.069	0.4167	0.0417	0.0518	0.101	0.1038	0	0.0241	0.152	0.0826	0.998	0.9732	0.0513	0.14	0.0862	0.4375	0.2708	0.1566	0.124	0.1215	0.0039	0.0917	reg oper spec account	block of flats	0.0833	Stone, brick	No	0	0	0	0	-1,351	1	0	0	0	0	0	0	2
179,734	1	Cash loans	F	Y	Y	1	157,500	252,531	23,292	234,000	Family	Working	Higher education	Married	House / apartment	0.04622	-10,737	-1,080	-783	-217	14	1	1	0	1	0	0	Laborers	3	1	1	THURSDAY	14	0	0	0	0	1	1	Other	0.577954	0.733154	0.413597	0.0567	0.1354	0.9583	0.4288	0.0122	0	0.2414	0.125	0.1667	0.0709	0.0445	0.078	0.0077	0.0156	0.0578	0.1405	0.9583	0.4512	0.0123	0	0.2414	0.125	0.1667	0.0725	0.0487	0.0813	0.0078	0.0165	0.0573	0.1354	0.9583	0.4364	0.0123	0	0.2414	0.125	0.1667	0.0722	0.0453	0.0794	0.0078	0.016	reg oper account	block of flats	0.0714	Stone, brick	No	0	0	0	0	-182	1	0	0	0	0	0	1	1
451,127	1	Cash loans	M	Y	Y	0	90,000	436,032	21,208.5	360,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.031329	-10,285	-292	-8,926	-2,974	7	1	1	1	1	0	0	Laborers	1	2	2	MONDAY	12	0	0	0	0	0	0	Housing	0.400034	0.488179	0.291097	0.0696	0.072	0.9881	0.8368	0.0123	0	0.1379	0.1667	0.2083	0.0524	0.0567	0.0614	0	0	0.063	0.0553	0.9881	0.8432	0.0112	0	0.1379	0.1667	0.2083	0.0525	0.0551	0.056	0	0	0.0703	0.072	0.9881	0.839	0.0123	0	0.1379	0.1667	0.2083	0.0533	0.0577	0.0625	0	0	reg oper account	block of flats	0.0484	Panel	No	4	0	4	0	-2,249	1	0	0	0	0	0	0	0
339,328	0	Cash loans	F	Y	Y	0	135,000	254,700	24,939	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.072508	-24,945	365,243	-11,371	-5,089	2	1	0	0	1	0	0	Laborers	2	1	1	MONDAY	13	0	0	0	0	0	0	XNA	0.356323	0.624607	0.7463	0.1144	0.048	0.9776	0.694	0.1764	0.08	0.0345	0.625	0.6667	0.0092	0.0933	0.1226	0	0	0.1166	0.0496	0.9777	0.706	0.1777	0.0806	0.0345	0.625	0.6667	0.0094	0.1019	0.1275	0	0	0.1155	0.048	0.9776	0.6981	0.1775	0.08	0.0345	0.625	0.6667	0.0093	0.0949	0.1248	0	0	reg oper account	block of flats	0.0963	Panel	No	1	0	1	0	-2,544	1	0	0	0	0	0	2	3
390,292	0	Revolving loans	M	N	Y	1	54,000	180,000	9,000	180,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-11,490	-624	-1,916	-207	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	16	0	0	0	0	1	1	Business Entity Type 3	0.396528	0.675614	0.817172	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	-445	0	0	0	0	0	0	0	0
174,596	0	Cash loans	F	N	Y	0	135,000	544,491	17,694	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.00702	-23,459	365,243	-12,803	-4,650	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	9	0	0	0	0	0	0	XNA	0.356323	0.493218	0.712155	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,637	0	0	1	0	0	0	1	1
390,893	0	Cash loans	M	Y	N	1	180,000	239,850	25,447.5	225,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018634	-11,926	-1,618	-244	-4,463	6	1	1	1	1	1	0	Sales staff	3	2	2	MONDAY	16	0	0	0	0	1	1	Industry: type 3	0.483519	0.492004	0.766234	0.0825	0	0.9841	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.1352	0	0	0.084	0	0.9841	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.1408	0	0	0.0833	0	0.9841	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.1376	0	0	reg oper account	block of flats	0.1063	Panel	No	3	0	3	0	-1,762	1	0	0	0	1	0	0	2
314,090	0	Cash loans	F	N	Y	0	67,500	634,482	18,310.5	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.022625	-20,625	365,243	-6,111	-2,091	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.279473	0.493863	0.0052	0	0	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.0053	0	0.0005	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0052	0	0	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0034	Panel	No	0	0	0	0	0	0	0	1	0	0	0	0	2
433,821	0	Cash loans	F	N	Y	0	157,500	848,745	37,516.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.0105	-19,068	-1,905	-433	-2,582	7	1	1	0	1	1	0	Laborers	2	3	3	TUESDAY	15	0	0	0	0	1	1	Agriculture	0.356323	0.546402	0.15664	0.0186	0.0287	0.9876	0.8232	0	0	0.069	0.0833	0.2083	0	0.0504	0.0168	0	0	0.0189	0.0298	0.9876	0.8301	0	0	0.069	0.0833	0.2083	0	0.0551	0.0175	0	0	0.0187	0.0287	0.9876	0.8256	0	0	0.069	0.0833	0.2083	0	0.0513	0.0171	0	0	reg oper account	block of flats	0.0132	Panel	No	1	1	1	0	-972	1	0	0	0	0	0	0	2
349,191	0	Cash loans	F	N	Y	0	121,500	649,462.5	27,648	580,500	Unaccompanied	Pensioner	Incomplete higher	Civil marriage	House / apartment	0.022625	-18,940	365,243	-8,896	-2,464	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	13	0	0	0	0	0	0	XNA	0.356323	0.643881	0.499272	0.2814	0.2942	0.9786	0.7076	0.1386	0	0.6207	0.1667	0.2083	0.2619	0.2286	0.2811	0.0039	0.3486	0.2868	0.3053	0.9786	0.719	0.1399	0	0.6207	0.1667	0.2083	0.2679	0.2498	0.2929	0.0039	0.369	0.2842	0.2942	0.9786	0.7115	0.1395	0	0.6207	0.1667	0.2083	0.2665	0.2326	0.2861	0.0039	0.3559	reg oper account	block of flats	0.2464	Panel	No	0	0	0	0	0	1	0	0	0	0	2	1	5
295,543	0	Cash loans	M	N	Y	0	103,500	363,190.5	20,979	328,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.003818	-23,753	365,243	-9,587	-4,364	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.687694	0.7463	0.0948	0.1196	0.9871	0.8232	0	0	0.2069	0.1667	0.2083	0.0689	0.0773	0	0.0039	0.0039	0.0966	0.1242	0.9871	0.8301	0	0	0.2069	0.1667	0.2083	0.0705	0.0845	0	0.0039	0.0041	0.0958	0.1196	0.9871	0.8256	0	0	0.2069	0.1667	0.2083	0.0701	0.0787	0	0.0039	0.004	reg oper account	block of flats	0.0752	Panel	No	0	0	0	0	-1,506	0	0	1	0	0	0	0	0
240,805	0	Cash loans	F	N	N	0	112,500	220,032	8,424	144,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.035792	-12,602	-1,757	-1,672	-3,807	7	1	1	0	1	0	0	Cooking staff	1	2	2	TUESDAY	9	0	0	0	0	1	1	Business Entity Type 3	0.463072	0.68956	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	0	0	0	0	-1,995	1	0	0	0	0	0	0	5
260,629	1	Cash loans	M	Y	N	0	157,500	254,700	30,357	225,000	Spouse, partner	Working	Secondary / secondary special	Married	With parents	0.025164	-11,000	-115	-1,005	-1,005	19	1	1	0	1	0	0	Sales staff	2	2	2	WEDNESDAY	13	0	0	0	0	0	0	Trade: type 3	0.217166	0.635742	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	-875	1	0	0	0	0	0	0	0
229,351	0	Cash loans	F	N	Y	1	103,500	1,080,000	31,576.5	1,080,000	Family	Working	Higher education	Married	House / apartment	0.015221	-10,909	-2,836	-5,358	-1,211	7	1	1	1	1	1	0	Laborers	3	2	2	FRIDAY	16	0	0	0	0	0	0	Business Entity Type 1	0.4688	0.398758	0.399676	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	3	0	-696	1	0	0	0	0	0	0	2
246,961	0	Cash loans	M	N	Y	1	405,000	1,125,000	36,423	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-13,460	-2,397	-7,447	-4,368	7	1	1	0	1	0	0	Security staff	3	2	2	TUESDAY	13	0	0	0	0	0	0	Self-employed	0.356323	0.194215	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0
149,263	0	Cash loans	F	N	Y	0	180,000	1,493,086.5	47,011.5	1,363,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010032	-21,972	365,243	-13,175	-4,151	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	5	0	0	0	0	0	0	XNA	0.356323	0.455993	0.342529	0.0825	0	0.9771	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9772	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9771	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.051	Stone, brick	No	7	0	7	0	-420	0	0	1	0	0	0	0	6
329,591	0	Cash loans	M	Y	Y	0	144,000	491,211	47,983.5	472,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018634	-23,399	-2,308	-12,151	-11	7	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.285898	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	-941	0	0	0	1	0	0	0	2
155,487	0	Cash loans	F	N	N	0	270,000	1,125,000	32,895	1,125,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-15,009	-2,546	-574	-614	7	1	1	0	1	1	0	Laborers	2	1	1	THURSDAY	8	0	1	1	0	1	1	Construction	0.855651	0.667239	0.289611	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-438	0	1	0	0	0	0	0	3
292,628	1	Cash loans	M	Y	N	0	81,000	208,512	21,892.5	180,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.022625	-20,007	-2,880	-6,450	-3,549	9	1	1	0	1	0	0	Drivers	2	2	2	WEDNESDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.604298	0.843544	0.1124	0	0.9732	0.6328	0.1447	0	0.2069	0.1667	0.2083	0	0.0916	0.0888	0	0.0425	0.1145	0	0.9732	0.6472	0.146	0	0.2069	0.1667	0.2083	0	0.1001	0.0925	0	0.045	0.1135	0	0.9732	0.6377	0.1456	0	0.2069	0.1667	0.2083	0	0.0932	0.0904	0	0.0434	reg oper account	block of flats	0.0791	Stone, brick	No	6	0	6	0	-1,739	1	0	0	0	0	0	0	2
273,505	0	Cash loans	F	N	Y	0	81,000	1,288,350	37,795.5	1,125,000	Children	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.031329	-23,618	365,243	-1,498	-4,704	7	1	0	0	1	1	0	Laborers	1	2	2	TUESDAY	7	0	0	0	0	0	0	XNA	0.356323	0.61627	0.497469	0.1155	0.1343	0.9871	0.8232	0.0181	0	0.2759	0.1667	0.0417	0.0233	0.0941	0.1046	0	0	0.1176	0.1393	0.9871	0.8301	0.0183	0	0.2759	0.1667	0.0417	0.0238	0.1028	0.109	0	0	0.1166	0.1343	0.9871	0.8256	0.0182	0	0.2759	0.1667	0.0417	0.0237	0.0958	0.1065	0	0	reg oper spec account	block of flats	0.0919	Block	No	2	0	2	0	-1,467	0	0	1	0	0	0	0	1
142,194	1	Cash loans	F	N	Y	0	135,000	467,257.5	21,910.5	328,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.003122	-21,376	-1,196	-6,090	-4,342	7	1	1	0	1	0	0	Security staff	1	3	3	SATURDAY	11	0	0	0	0	0	0	Other	0.881641	0.643429	0.415347	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	-664	1	0	0	0	0	0	0	6
203,545	0	Cash loans	F	Y	N	0	67,500	225,000	8,482.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-16,049	365,243	-4,087	-3,606	38	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	0	XNA	0.356323	0.692246	0.624615	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	-1,789	1	0	0	0	0	0	0	0
210,348	0	Cash loans	M	Y	Y	2	157,500	555,273	21,645	463,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.019101	-12,147	-176	-244	-3,590	9	1	1	0	1	0	0	Drivers	3	2	2	MONDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.692804	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	-388	0	0	0	1	0	0	0	0
223,050	0	Cash loans	F	Y	Y	0	81,000	675,000	32,602.5	675,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-21,196	365,243	-12,978	-4,247	9	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	11	0	0	0	0	0	0	XNA	0.356323	0.351259	0.443615	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	1	7	0	-2,412	1	0	0	0	0	0	0	2
394,602	0	Cash loans	M	N	N	2	157,500	545,040	25,537.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.003818	-12,634	-222	-2,196	-4,650	7	1	1	1	1	0	1	Drivers	4	2	2	MONDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.496805	0.280553	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	-5	1	0	0	0	0	0	0	0
342,969	0	Cash loans	F	Y	Y	0	360,000	2,085,120	72,607.5	1,800,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-15,175	-1,089	-826	-2,847	2	1	1	0	1	0	0	Laborers	2	1	1	THURSDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.368973	0.668844	0.334454	0.3928	0.2514	0.9791	0.7144	0.0419	0.4264	0.3676	0.3333	0.375	0.0466	0.3202	0.3621	0	0.0044	0.1513	0.0973	0.9791	0.7256	0.0229	0.5639	0.4828	0.3333	0.375	0.0179	0.1322	0.147	0	0	0.5173	0.3251	0.9791	0.7182	0.0232	0.56	0.4828	0.3333	0.375	0.0621	0.425	0.4702	0	0	reg oper account	block of flats	0.3662	Panel	No	1	0	1	0	0	1	0	0	0	0	0	0	1
159,621	0	Cash loans	F	Y	Y	0	225,000	848,745	46,174.5	675,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.04622	-11,766	-117	-1,208	-2,151	9	1	1	0	1	0	0	High skill tech staff	2	1	1	SATURDAY	14	0	1	1	0	0	0	Business Entity Type 3	0.320909	0.762732	0.544235	0.6753	0	0.997	0.8232	0	0.8	0.3448	0.6667	0.2083	0	0.0504	0	0	0	0.688	0	0.997	0.8301	0	0.8056	0.3448	0.6667	0.2083	0	0.0551	0	0	0	0.6818	0	0.997	0.8256	0	0.8	0.3448	0.6667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.5766	Panel	No	1	0	1	0	0	0	0	0	1	0	1	0	1
192,801	0	Cash loans	M	Y	N	0	180,000	675,000	21,775.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.030755	-9,537	-380	-4,050	-1,566	12	1	1	1	1	0	0	Sales staff	2	2	2	TUESDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.666559	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	-894	0	0	0	1	0	0	2	2
308,277	0	Revolving loans	M	Y	Y	0	405,000	900,000	45,000	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.001276	-17,912	-622	-3,281	-1,472	17	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	4	0	0	0	0	0	0	Self-employed	0.261276	0.516926	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	0	0	0	0	-448	0	0	0	0	0	0	0	1
310,337	0	Revolving loans	M	N	Y	1	450,000	1,237,500	61,875	1,237,500	Spouse, partner	Working	Higher education	Married	House / apartment	0.018029	-13,055	-1,050	-2,488	-4,334	7	1	1	0	1	0	0	Managers	3	3	2	SATURDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.80054	0.623802	0.703203	0.1763	0.0849	0.9831	0.7688	0.0355	0.24	0.1724	0.3333	0.375	0.1369	0.1404	0.2144	0.0154	0.0156	0.1796	0.0881	0.9831	0.7779	0.0359	0.2417	0.1724	0.3333	0.375	0.14	0.1534	0.2233	0.0156	0.0165	0.178	0.0849	0.9831	0.7719	0.0358	0.24	0.1724	0.3333	0.375	0.1392	0.1428	0.2182	0.0155	0.0159	reg oper account	block of flats	0.2043	Panel	No	0	0	0	0	-370	0	0	0	0	0	0	0	0
225,285	0	Revolving loans	F	N	N	0	180,000	180,000	9,000	180,000	Unaccompanied	State servant	Incomplete higher	Single / not married	House / apartment	0.006629	-8,270	-782	-2,089	-904	7	1	1	0	1	0	0	Core staff	1	2	2	THURSDAY	10	0	0	0	0	0	0	School	0.356323	0.582459	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	0	0	0	0	0
331,049	0	Cash loans	F	N	Y	0	126,000	442,062	24,111	369,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.009549	-22,182	365,243	-10,802	-4,919	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	18	0	0	0	0	0	0	XNA	0.356323	0.578817	0.556727	0.0825	0	0.9742	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9742	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9742	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0506	Stone, brick	No	7	0	7	0	-1,533	0	0	1	0	0	0	0	1
300,377	0	Cash loans	F	Y	Y	2	270,000	1,078,200	34,911	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-14,426	-1,431	-2,681	-4,983	1	1	1	0	1	1	0	High skill tech staff	4	2	2	SATURDAY	12	1	1	1	1	0	0	Business Entity Type 3	0.522136	0.768943	0.554947	0.0928	0.0914	0.9796	0.8232	0	0	0.2069	0.1667	0.2083	0.0483	0.0504	0.0531	0	0	0.0945	0.0948	0.9796	0.8301	0	0	0.2069	0.1667	0.2083	0.0494	0.0551	0.0554	0	0	0.0937	0.0914	0.9796	0.8256	0	0	0.2069	0.1667	0.2083	0.0492	0.0513	0.0541	0	0	reg oper account	block of flats	0.0615	Panel	No	0	0	0	0	-1,811	1	0	0	0	0	0	0	1
183,449	0	Cash loans	F	Y	Y	3	135,000	900,000	38,263.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-14,369	-2,917	-4,983	-4,185	1	1	1	0	1	0	0	Accountants	5	2	2	TUESDAY	17	0	0	0	0	0	0	Self-employed	0.356323	0.271166	0.7463	0.1351	0	0.9776	0.8232	0	0.04	0.069	0.3333	0.2083	0	0.0504	0.0796	0	0	0.1376	0	0.9777	0.8301	0	0.0403	0.069	0.3333	0.2083	0	0.0551	0.0829	0	0	0.1364	0	0.9776	0.8256	0	0.04	0.069	0.3333	0.2083	0	0.0513	0.081	0	0	reg oper account	block of flats	0.085	Stone, brick	No	0	0	0	0	-1,404	1	0	0	0	0	0	0	0
192,510	0	Cash loans	M	Y	Y	0	144,000	1,251,000	36,576	1,251,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.028663	-17,052	-8,303	-7,826	-608	3	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	9	0	0	0	0	1	1	Industry: type 9	0.519272	0.562128	0.631355	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,756	1	0	0	0	0	0	0	2
416,805	0	Cash loans	M	Y	Y	1	112,500	495,000	25,402.5	495,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01452	-22,021	365,243	-41	-320	20	1	0	0	1	0	0	Laborers	3	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	0.356323	0.636253	0.443615	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-256	0	0	0	1	0	0	0	2
449,787	0	Cash loans	F	N	Y	0	157,500	545,157	22,333.5	414,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-15,965	-1,962	-2,680	-3,880	7	1	1	0	1	0	0	Cleaning staff	2	2	2	THURSDAY	13	0	0	0	0	1	1	Cleaning	0.643697	0.163761	0.579727	0.033	0.0387	0.9747	0.6532	0.0148	0	0.069	0.125	0	0	0.0269	0.0253	0	0.0371	0.0336	0.0401	0.9747	0.6668	0.0149	0	0.069	0.125	0	0	0.0294	0.0264	0	0.0393	0.0333	0.0387	0.9747	0.6578	0.0149	0	0.069	0.125	0	0	0.0274	0.0258	0	0.0379	reg oper account	block of flats	0.028	Stone, brick	No	2	0	2	0	-99	0	0	0	0	0	0	0	0
291,904	0	Cash loans	M	Y	N	2	450,000	450,000	32,742	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.026392	-13,188	-1,437	-7,328	-4,627	1	1	1	0	1	0	1	Managers	3	2	2	THURSDAY	18	0	0	0	0	1	1	Construction	0.358536	0.584622	0.418854	0.1845	0	0.9861	0.8232	0	0.2	0.1724	0.3333	0.2083	0	0.0504	0.1913	0	0.0036	0.188	0	0.9861	0.8301	0	0.2014	0.1724	0.3333	0.2083	0	0.0551	0.1993	0	0.0038	0.1863	0	0.9861	0.8256	0	0.2	0.1724	0.3333	0.2083	0	0.0513	0.1947	0	0.0037	reg oper account	block of flats	0.1512	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	1
143,651	0	Cash loans	F	Y	Y	2	405,000	1,170,000	41,580	1,170,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.026392	-12,538	-5,908	-6,466	-2,468	7	1	1	0	1	0	0	Laborers	4	2	2	MONDAY	14	0	0	0	0	0	0	Other	0.356323	0.690968	0.501075	0.0619	0.058	0.9786	0.8232	0	0	0.1034	0.1667	0.2083	0	0.0504	0.0511	0	0	0.063	0.0602	0.9786	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.0532	0	0	0.0625	0.058	0.9786	0.8256	0	0	0.1034	0.1667	0.2083	0	0.0513	0.052	0	0	reg oper account	block of flats	0.0402	Panel	No	2	0	2	0	-1,482	1	0	0	0	0	0	0	3
231,132	0	Cash loans	F	N	N	0	135,000	900,000	45,954	900,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.018801	-10,014	-592	-4,869	-1,676	7	1	1	1	1	1	0	Core staff	2	2	2	THURSDAY	15	0	0	0	0	0	0	Bank	0.364665	0.57376	0.141992	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	-639	1	0	0	0	0	0	0	1
199,240	0	Cash loans	F	Y	Y	0	81,000	450,000	48,595.5	450,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.008625	-16,628	-2,061	-5,674	-167	7	1	1	1	1	0	0	Sales staff	2	2	2	TUESDAY	17	0	0	0	0	1	1	Security Ministries	0.114859	0.679236	0.799297	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	-843	1	0	0	0	0	0	0	1
141,810	0	Cash loans	F	N	Y	0	292,500	320,382	16,488	229,500	Unaccompanied	Commercial associate	Incomplete higher	Single / not married	House / apartment	0.020713	-15,957	-2,429	-4,989	-4,997	7	1	1	0	1	0	0	Realty agents	1	3	3	MONDAY	10	0	0	0	1	1	0	Realtor	0.628279	0.503107	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	-1,334	1	0	0	0	0	0	0	0
263,206	0	Cash loans	F	N	N	0	270,000	983,299.5	41,661	904,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010006	-21,211	365,243	-2,808	-4,256	7	1	0	0	1	1	0	Laborers	2	2	1	TUESDAY	20	0	0	0	0	0	0	XNA	0.757689	0.260974	0.384207	0.0856	0.1076	0.9811	0.7416	0.0208	0	0.2069	0.1667	0.2083	0.0849	0.0689	0.0972	0.0039	0.0114	0.0872	0.1116	0.9811	0.7517	0.021	0	0.2069	0.1667	0.2083	0.0868	0.0753	0.1013	0.0039	0.012	0.0864	0.1076	0.9811	0.7451	0.0209	0	0.2069	0.1667	0.2083	0.0864	0.0701	0.099	0.0039	0.0116	reg oper account	block of flats	0.0912	Panel	No	0	0	0	0	-1,416	1	0	0	0	0	0	0	3
170,666	0	Cash loans	F	N	Y	0	90,000	257,391	23,737.5	238,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020713	-10,173	-846	-871	-2,806	7	1	1	0	1	0	0	High skill tech staff	1	3	3	TUESDAY	10	0	0	0	1	1	0	Business Entity Type 3	0.356323	0.285898	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	0	1	0	0	0	0	0	0	0
348,239	0	Cash loans	F	N	Y	0	112,500	135,000	10,953	135,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	With parents	0.018029	-8,944	-1,001	-3,452	-1,609	7	1	1	1	1	0	0	Sales staff	2	3	3	THURSDAY	13	0	0	0	1	1	0	Business Entity Type 3	0.106731	0.481194	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	-402	1	0	0	0	0	0	0	0
211,895	0	Cash loans	F	Y	N	3	270,000	1,762,110	48,586.5	1,575,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.031329	-11,262	-1,348	-2,216	-3,675	11	1	1	1	1	1	0	Accountants	5	2	2	TUESDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.738286	0.399676	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	-2,252	1	0	0	0	0	1	0	0
387,628	0	Cash loans	F	N	Y	0	157,500	717,003	20,547	598,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.008474	-23,677	365,243	-3,036	-3,040	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	11	0	0	0	0	0	0	XNA	0.796885	0.63728	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	0	0	0	0	-602	0	0	1	0	0	0	0	3
189,000	0	Cash loans	M	Y	Y	0	360,000	701,730	70,956	675,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.006296	-14,796	-3,478	-7,313	-4,223	3	1	1	0	1	0	0	Managers	2	3	3	MONDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.344468	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	0	5	0	-438	1	0	0	0	0	0	0	0
360,717	0	Cash loans	F	N	Y	0	148,500	513,531	24,835.5	459,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.025164	-22,751	365,243	-14,553	-4,729	7	1	0	0	1	1	0	Laborers	1	2	2	TUESDAY	15	0	0	0	0	0	0	XNA	0.356323	0.348171	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	0	4	0	-2,156	0	0	1	0	0	0	0	1
324,489	0	Cash loans	M	Y	Y	1	180,000	595,903.5	30,555	481,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-12,085	-1,038	-6,180	-4,145	2	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.464772	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	0	-1,680	1	0	0	0	0	0	0	0
337,109	0	Cash loans	M	Y	Y	1	450,000	328,500	26,082	328,500	Group of people	Working	Secondary / secondary special	Married	House / apartment	0.028663	-18,866	-2,703	-8,971	-2,350	3	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	14	0	1	1	1	1	1	Transport: type 4	0.356323	0.576939	0.384207	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	-1,239	1	0	0	0	0	0	0	1
170,943	1	Revolving loans	M	N	N	4	112,500	180,000	9,000	180,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.019101	-8,290	-1,623	-4,331	-975	7	1	1	1	1	0	0	Sales staff	6	2	2	WEDNESDAY	14	0	0	0	0	0	0	Trade: type 7	0.356323	0.635565	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	-721	0	0	0	0	0	0	0	0
105,118	0	Cash loans	M	Y	Y	1	270,000	305,221.5	22,338	252,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-13,592	-458	-6,051	-3,409	4	1	1	0	1	0	1	Drivers	3	1	1	WEDNESDAY	15	0	0	0	0	1	1	Business Entity Type 2	0.591924	0.650143	0.445396	0.101	0.0384	0.9806	0.7348	0.0271	0.08	0.0345	0.5417	0.5833	0.1094	0.0824	0.0848	0	0	0.1029	0.0399	0.9806	0.7452	0.0273	0.0806	0.0345	0.5417	0.5833	0.1119	0.09	0.0884	0	0	0.102	0.0384	0.9806	0.7383	0.0273	0.08	0.0345	0.5417	0.5833	0.1113	0.0838	0.0863	0	0	reg oper account	block of flats	0.0815	Mixed	No	0	0	0	0	-301	0	0	0	1	0	0	0	3
165,894	0	Cash loans	F	Y	Y	1	81,000	135,000	9,729	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-11,876	-2,928	-6,000	-2,093	8	1	1	1	1	1	0	Sales staff	3	2	2	FRIDAY	9	0	0	0	0	1	1	Self-employed	0.356323	0.756205	0.567379	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	-1,577	1	0	0	0	0	1	0	1
417,747	0	Cash loans	M	N	Y	0	261,000	384,048	14,607	270,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.018634	-15,184	-1,590	-1,694	-1,406	7	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	10	0	1	1	0	1	1	Telecom	0.356323	0.685973	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	-209	1	0	0	0	0	0	0	0
318,516	0	Revolving loans	M	N	Y	0	68,850	202,500	10,125	202,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.006233	-21,327	365,243	-13,392	-4,790	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	14	0	0	0	0	0	0	XNA	0.356323	0.414018	0.401407	0.0577	0	0.9781	0.8232	0	0	0.1034	0.1667	0.2083	0.0239	0.0504	0.0462	0	0.0135	0.0588	0	0.9782	0.8301	0	0	0.1034	0.1667	0.2083	0.0245	0.0551	0.0482	0	0.0142	0.0583	0	0.9781	0.8256	0	0	0.1034	0.1667	0.2083	0.0243	0.0513	0.0471	0	0.0137	reg oper account	block of flats	0.0421	Stone, brick	No	0	0	0	0	-276	0	0	0	0	0	0	0	4
437,502	0	Cash loans	F	N	Y	0	112,500	1,006,920	42,790.5	900,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.003122	-21,509	365,243	-11,420	-4,564	7	1	0	0	1	0	0	Laborers	2	3	3	FRIDAY	11	0	0	0	0	0	0	XNA	0.822444	0.525728	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	-717	1	0	0	0	0	0	0	2
308,567	0	Revolving loans	F	N	N	1	135,000	270,000	13,500	270,000	Spouse, partner	Working	Secondary / secondary special	Married	With parents	0.035792	-8,155	-1,570	-2,809	-758	7	1	1	0	1	0	0	Sales staff	3	2	2	THURSDAY	16	0	0	0	0	0	0	Industry: type 3	0.356323	0.678115	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	-660	0	0	0	0	0	0	0	0
408,561	0	Cash loans	F	N	N	1	387,000	590,337	27,486	477,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.032561	-15,220	-727	-1,964	-3,142	7	1	1	0	1	0	0	Laborers	3	1	1	FRIDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.537966	0.72948	0.353988	0.0825	0	0.9732	0.6328	0.01	0	0.1379	0.1667	0.2083	0	0.0504	0.0682	0	0	0.084	0	0.9732	0.6472	0.0101	0	0.1379	0.1667	0.2083	0	0.0551	0.071	0	0	0.0833	0	0.9732	0.6377	0.0101	0	0.1379	0.1667	0.2083	0	0.0513	0.0694	0	0	reg oper account	block of flats	0.0591	Panel	No	0	0	0	0	-404	1	0	0	0	0	0	0	2
342,228	0	Cash loans	M	Y	Y	0	270,000	450,000	36,211.5	450,000	Family	Working	Higher education	Married	House / apartment	0.026392	-10,683	-1,047	-4,909	-3,071	4	1	1	0	1	1	0	Managers	2	2	2	SUNDAY	12	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.59585	0.149167	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	-753	1	0	0	0	0	2	0	4
381,642	0	Cash loans	F	N	N	0	333,000	972,000	28,417.5	972,000	Unaccompanied	Commercial associate	Lower secondary	Married	House / apartment	0.031329	-13,430	-1,644	-2,846	-2,537	7	1	1	0	1	1	0	Sales staff	2	2	2	SATURDAY	11	0	0	0	0	0	0	Self-employed	0.509877	0.578646	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	0	0	0	0	-1,363	0	0	0	1	0	0	0	0
386,977	0	Cash loans	M	N	Y	2	112,500	534,204	30,798	495,000	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.010643	-21,348	365,243	-11,162	-1,001	7	1	0	0	1	1	0	Laborers	3	2	2	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.465577	0.669057	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	-609	0	0	1	0	0	0	0	1
341,482	0	Cash loans	M	Y	N	0	135,000	450,000	35,338.5	450,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.04622	-13,079	-762	-6,671	-4,039	7	1	1	1	1	0	0	Medicine staff	2	1	1	MONDAY	14	0	0	0	0	1	1	Other	0.356323	0.507803	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	3	0	3	0	-610	1	0	0	0	0	0	0	1
351,795	0	Cash loans	M	Y	N	0	135,000	360,000	38,772	360,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.031329	-21,303	365,243	-757	-4,523	8	1	0	0	1	1	0	Laborers	2	2	2	THURSDAY	17	0	0	0	1	0	0	XNA	0.356323	0.616498	0.544235	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	-939	0	0	1	0	0	0	0	0
356,392	0	Cash loans	F	Y	N	0	112,500	675,000	27,490.5	675,000	Family	Working	Secondary / secondary special	Married	Rented apartment	0.007274	-11,193	-229	-5,287	-2,589	17	1	1	1	1	0	0	Sales staff	2	2	2	MONDAY	21	0	0	0	0	1	1	Trade: type 3	0.356323	0.417906	0.626304	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-243	0	0	0	0	0	0	0	0
168,114	0	Cash loans	F	N	N	0	157,500	327,024	10,044	270,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.01885	-20,353	365,243	-9,165	-3,818	7	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	XNA	0.356323	0.622102	0.590233	0.0165	0	0.9647	0.5172	0	0	0	0	0.0417	0.003	0.0101	0.0025	0	0	0.0168	0	0.9647	0.5361	0	0	0	0	0.0417	0.0031	0.011	0.0026	0	0	0.0167	0	0.9647	0.5237	0	0	0	0	0.0417	0.0031	0.0103	0.0026	0	0	reg oper account	block of flats	0.003	Stone, brick	No	3	0	3	0	-1,067	0	0	1	0	0	0	0	2
193,494	0	Cash loans	F	N	Y	0	103,500	163,008	16,006.5	144,000	Unaccompanied	State servant	Secondary / secondary special	Widow	House / apartment	0.008068	-21,880	-7,248	-9,273	-4,167	7	1	1	0	1	0	0	Medicine staff	1	3	3	TUESDAY	5	0	0	0	0	0	0	Medicine	0.728779	0.232219	0.802745	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	-1,469	1	0	0	0	0	0	2	4
206,680	0	Cash loans	F	N	N	0	90,000	454,500	13,288.5	454,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.003122	-15,859	-7,417	-4,864	-4,864	7	1	1	1	1	0	0	Laborers	2	3	3	THURSDAY	13	0	0	0	0	1	1	Medicine	0.356323	0.694552	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	-1,491	1	0	0	0	0	0	0	1
235,053	0	Cash loans	F	N	Y	0	112,500	122,256	13,099.5	108,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.015221	-23,189	365,243	-1,575	-4,296	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	8	0	0	0	0	0	0	XNA	0.771013	0.601691	0.579727	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-830	1	0	0	0	0	2	0	9
196,136	0	Cash loans	M	Y	N	0	126,000	157,050	8,518.5	112,500	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.008625	-11,828	-2,371	-5,894	-4,019	15	1	1	1	1	0	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	1	1	Business Entity Type 1	0.356323	0.646988	0.703203	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	-1,703	1	0	0	0	0	1	0	0
355,710	0	Cash loans	F	N	Y	0	90,000	299,772	17,338.5	247,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018634	-21,174	365,243	-11,457	-4,063	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	0	0	XNA	0.697676	0.630414	0.535276	0.1381	0.0748	0.9901	0.864	0.077	0.14	0.1207	0.3542	0.0417	0.0474	0.111	0.152	0.0077	0.0053	0.1271	0.0673	0.9841	0.7909	0.0451	0.1208	0.1034	0.3333	0.0417	0.0201	0.1102	0.1578	0.0039	0.0043	0.1395	0.0748	0.9901	0.8658	0.0775	0.14	0.1207	0.3542	0.0417	0.0482	0.1129	0.1548	0.0078	0.0054	reg oper account	block of flats	0.1798	Stone, brick	No	2	0	2	0	-625	0	0	1	0	0	0	0	4
404,081	0	Cash loans	M	N	Y	0	202,500	900,000	34,875	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.015221	-15,292	-2,027	-5,592	-1,577	7	1	1	0	1	0	0	Managers	2	2	2	THURSDAY	14	0	0	0	0	0	0	Other	0.356323	0.620188	0.374021	0.2072	0.1304	0.9876	0.8232	0.089	0.2	0.1724	0.375	0.4167	0.1203	0.1681	0.2349	0.0039	0.0014	0.2111	0.1353	0.9876	0.8301	0.0898	0.2014	0.1724	0.375	0.4167	0.123	0.1837	0.2448	0.0039	0.0014	0.2092	0.1304	0.9876	0.8256	0.0896	0.2	0.1724	0.375	0.4167	0.1224	0.171	0.2392	0.0039	0.0014	reg oper account	block of flats	0.2338	Panel	No	0	0	0	0	-740	1	0	0	0	0	0	0	1
371,372	0	Revolving loans	F	N	N	0	48,150	405,000	20,250	405,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-21,039	365,243	-10,177	-4,345	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.250811	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	-71	0	0	0	0	0	0	2	4
315,563	0	Cash loans	F	N	Y	0	148,500	276,277.5	11,835	238,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.072508	-22,541	-1,743	-9,191	-4,724	7	1	1	0	1	0	0	Laborers	1	1	1	TUESDAY	13	0	0	0	0	0	0	Other	0.356323	0.589816	0.304672	0.3392	0.1331	0.9876	0.83	0	0.4	0.1724	0.6667	0.7083	0	0.2807	0.3601	0	0.0384	0.3403	0.1274	0.9876	0.8367	0	0.4028	0.1724	0.6667	0.7083	0	0.3067	0.3688	0	0.0113	0.3425	0.1331	0.9876	0.8323	0	0.4	0.1724	0.6667	0.7083	0	0.2856	0.3665	0	0.0392	org spec account	block of flats	0.2903	Panel	No	3	0	3	0	0	1	0	0	0	0	0	0	6
294,368	0	Cash loans	M	N	Y	1	225,000	941,472	37,467	841,500	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00963	-15,892	-2,189	-7,638	-4,047	7	1	1	0	1	0	0	Managers	3	2	2	THURSDAY	14	0	0	0	0	0	0	Trade: type 1	0.356323	0.566327	0.733815	0.0825	0.082	0.9757	0.8232	0	0	0.1379	0.1667	0.2083	0.0527	0.0504	0.0701	0	0	0.084	0.0851	0.9757	0.8301	0	0	0.1379	0.1667	0.2083	0.0539	0.0551	0.0731	0	0	0.0833	0.082	0.9757	0.8256	0	0	0.1379	0.1667	0.2083	0.0536	0.0513	0.0714	0	0	reg oper account	block of flats	0.06	Panel	No	0	0	0	0	-748	1	0	0	0	0	0	0	3
188,741	0	Cash loans	F	N	Y	0	81,000	47,970	4,873.5	45,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.011703	-15,007	-1,677	-5,949	-4,227	7	1	1	1	1	1	0	Laborers	1	2	2	MONDAY	11	0	0	0	0	0	0	Industry: type 3	0.494355	0.661201	0.595456	0.0825	0	0.9836	0.8232	0	0	0.0345	0.1667	0.2083	0	0.0504	0.0192	0	0	0.084	0	0.9836	0.8301	0	0	0.0345	0.1667	0.2083	0	0.0551	0.02	0	0	0.0833	0	0.9836	0.8256	0	0	0.0345	0.1667	0.2083	0	0.0513	0.0195	0	0	reg oper account	block of flats	0.0436	Panel	No	0	0	0	0	-594	1	0	0	0	0	0	0	4
251,996	0	Revolving loans	M	N	Y	0	63,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.028663	-7,984	-505	-3,958	-647	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	15	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.361667	0.259468	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	-795	0	0	0	0	0	0	0	2
352,133	0	Cash loans	F	N	Y	1	135,000	1,312,110	55,723.5	1,125,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.035792	-15,599	-2,454	-9,028	-4,691	7	1	1	0	1	0	0	Sales staff	3	2	2	SATURDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.573423	0.577969	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	-614	1	0	0	0	0	0	0	1
209,568	0	Cash loans	M	Y	Y	2	360,000	540,000	23,008.5	540,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-13,179	-1,915	-1,139	-2,228	11	1	1	0	1	0	0	Laborers	4	2	1	WEDNESDAY	8	0	0	0	0	1	1	Industry: type 9	0.356323	0.424426	0.154744	0.0753	0.1275	0.9811	0.7416	0.0257	0	0.1034	0.1667	0.2083	0.0894	0.0605	0.1062	0.0039	0.0233	0.0767	0.1323	0.9811	0.7517	0.0259	0	0.1034	0.1667	0.2083	0.0914	0.0661	0.1106	0.0039	0.0247	0.076	0.1275	0.9811	0.7451	0.0259	0	0.1034	0.1667	0.2083	0.0909	0.0616	0.1081	0.0039	0.0238	reg oper account	block of flats	0.1067	Stone, brick	No	0	0	0	0	-868	0	0	0	1	0	0	0	5
238,731	0	Revolving loans	F	N	Y	2	135,000	270,000	13,500	270,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.00712	-10,403	-3,263	-260	-2,830	7	1	1	1	1	1	0	Medicine staff	4	2	2	FRIDAY	7	0	0	0	0	1	1	Medicine	0.356323	0.360336	0.303146	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	0	0	0	0	1
210,101	0	Cash loans	F	N	Y	0	157,500	1,164,667.5	34,182	1,017,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-18,338	-1,195	-7,454	-1,173	7	1	1	0	1	0	0	Cleaning staff	2	3	3	MONDAY	11	0	0	0	0	0	0	Other	0.356323	0.06501	0.7463	0.0309	0.0295	0.9886	0.8436	0.0037	0	0.069	0.1667	0.2083	0	0.0252	0.0285	0	0	0.0315	0.0307	0.9886	0.8497	0.0038	0	0.069	0.1667	0.2083	0	0.0275	0.0296	0	0	0.0312	0.0295	0.9886	0.8457	0.0037	0	0.069	0.1667	0.2083	0	0.0257	0.029	0	0	reg oper account	block of flats	0.0244	Stone, brick	No	0	0	0	0	-91	1	0	0	0	0	0	0	0
308,015	0	Cash loans	F	N	Y	0	315,000	971,280	49,338	900,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.010032	-13,589	-200	-2,303	-1,295	7	1	1	0	1	0	1	Accountants	2	2	2	THURSDAY	7	0	0	0	0	0	0	Advertising	0.731644	0.75301	0.80502	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	-725	1	0	0	0	0	0	0	2
359,300	0	Revolving loans	M	Y	Y	0	360,000	225,000	11,250	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.072508	-15,760	-4,108	-4,048	-4,045	17	1	1	0	1	1	0	Laborers	2	1	1	THURSDAY	9	0	1	1	0	0	0	Transport: type 4	0.356323	0.733923	0.7463	0.3052	0.1544	0.9811	0.7416	0.4317	0.48	0.2069	0.4583	0.5	0	0.2421	0.3	0.0309	0	0.3109	0.1602	0.9811	0.7517	0.4356	0.4834	0.2069	0.4583	0.5	0	0.2645	0.3126	0.0311	0	0.3081	0.1544	0.9811	0.7451	0.4344	0.48	0.2069	0.4583	0.5	0	0.2463	0.3054	0.0311	0	reg oper account	block of flats	0.2199	Panel	No	1	0	1	0	-1,418	0	0	0	1	0	0	0	1
257,584	0	Cash loans	M	N	N	2	121,500	528,633	25,429.5	472,500	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.010643	-15,160	-981	-1,114	-4,990	7	1	1	0	1	0	0	Laborers	4	2	2	MONDAY	14	0	0	0	0	1	1	Self-employed	0.326051	0.627469	0.7463	0.0144	0	0.9702	0.8232	0	0	0.1379	0.0417	0.2083	0.0158	0.0504	0	0	0	0.0147	0	0.9702	0.8301	0	0	0.1379	0.0417	0.2083	0.0162	0.0551	0	0	0	0.0146	0	0.9702	0.8256	0	0	0.1379	0.0417	0.2083	0.0161	0.0513	0	0	0	reg oper account	block of flats	0.0075	Panel	No	5	0	5	0	-171	0	1	0	0	0	0	0	0
266,147	0	Cash loans	F	N	N	1	270,000	808,650	21,460.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009175	-13,960	-342	-1,600	-4,110	7	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.457166	0.637674	0.669057	0.1505	0	0.994	0.8232	0	0.16	0.1724	0	0.2083	0	0.0504	0.1228	0	0	0.1534	0	0.994	0.8301	0	0.1611	0.1724	0	0.2083	0	0.0551	0.128	0	0	0.152	0	0.994	0.8256	0	0.16	0.1724	0	0.2083	0	0.0513	0.125	0	0	reg oper account	block of flats	0.1108	Monolithic	No	0	0	0	0	-205	1	0	0	0	0	0	1	2
428,432	0	Cash loans	M	Y	Y	0	135,000	363,190.5	20,407.5	328,500	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.019101	-17,079	-6,216	-6,467	-624	8	1	1	0	1	0	0	High skill tech staff	1	2	2	FRIDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.714172	0.800451	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	-282	1	0	0	0	0	0	0	0
259,216	0	Cash loans	M	Y	Y	0	135,000	239,850	25,960.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-14,955	-122	-2,857	-4,621	24	1	1	0	1	1	0	Drivers	2	3	3	WEDNESDAY	8	0	0	0	0	0	0	Industry: type 11	0.356323	0.354465	0.612704	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	-2,180	1	0	0	0	0	0	0	1
136,189	0	Cash loans	F	N	Y	1	270,000	454,500	19,255.5	454,500	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.011657	-10,577	-518	-78	-3,242	7	1	1	0	1	1	1	Core staff	2	1	1	FRIDAY	15	0	1	1	0	0	0	Bank	0.356323	0.645774	0.761026	0.1237	0.0649	0.9995	0.9932	0.0005	0.12	0.1034	0.4167	0.0275	0.2169	0.1009	0.1229	0.0116	0.0814	0.1261	0.0674	0.9995	0.9935	0	0.1208	0.1034	0.4167	0.0417	0.3227	0.1102	0.1287	0	0.011	0.1249	0.0649	0.9995	0.9933	0	0.12	0.1034	0.4167	0.0417	0.321	0.1026	0.1257	0.0039	0.0109	not specified	block of flats	0.1409	Panel	No	0	0	0	0	-683	1	0	0	0	0	0	0	2
315,026	0	Cash loans	F	N	Y	0	81,000	225,000	22,383	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018209	-17,132	-2,996	-876	-670	7	1	1	0	1	0	0	Laborers	2	3	3	SATURDAY	7	0	0	0	0	0	0	Business Entity Type 2	0.5856	0.375976	0.659406	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	-766	1	0	0	0	0	0	0	1
308,859	0	Cash loans	M	Y	Y	3	427,500	954,643.5	93,127.5	904,500	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.072508	-13,053	-346	-1,030	-4,677	9	1	1	0	1	1	0	Managers	5	1	1	WEDNESDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.637381	0.782692	0.549597	0.1122	0.073	0.9816	0.7484	0.0871	0.128	0.0552	0.4583	0.5	0	0.0874	0.0997	0.0185	0.0516	0.0872	0.0175	0.9767	0.6929	0.036	0.0806	0.0345	0.4583	0.5	0	0.0735	0.072	0.0117	0.0371	0.101	0.0759	0.9801	0.7316	0.0865	0.08	0.0345	0.4583	0.5	0	0.0804	0.0832	0.0155	0.0462	reg oper account	block of flats	0.0642	Block	No	0	0	0	0	-3,273	1	0	0	0	0	1	1	1
398,215	0	Cash loans	M	Y	N	0	193,500	1,575,000	41,548.5	1,575,000	Family	State servant	Higher education	Married	House / apartment	0.035792	-11,115	-3,722	-663	-3,797	4	1	1	0	1	1	1	Core staff	2	2	2	FRIDAY	9	0	0	0	0	0	0	Police	0.49336	0.758784	0.715103	0.1588	0.0273	0.9796	0.8232	0	0	0.069	0.1667	0.2083	0	0.0504	0.071	0	0.018	0.1618	0.0283	0.9796	0.8301	0	0	0.069	0.1667	0.2083	0	0.0551	0.0739	0	0.019	0.1603	0.0273	0.9796	0.8256	0	0	0.069	0.1667	0.2083	0	0.0513	0.0723	0	0.0183	reg oper account	block of flats	0.066	Stone, brick	No	6	0	6	0	-1,590	1	0	0	0	0	0	0	0
248,836	0	Cash loans	M	N	Y	0	117,000	117,162	11,718	103,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.015221	-14,856	-3,124	-8,232	-4,518	7	1	1	1	1	1	0	Laborers	1	2	2	MONDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.295424	0.692559	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	-1,823	1	0	0	0	1	1	0	0
315,204	0	Revolving loans	F	N	Y	0	112,500	360,000	18,000	360,000	Unaccompanied	Pensioner	Higher education	Married	Municipal apartment	0.011657	-21,730	365,243	-5,057	-3,993	7	1	0	0	1	0	0	Laborers	2	1	1	THURSDAY	18	0	0	0	0	0	0	XNA	0.356323	0.681262	0.639708	0.0464	0	0.9921	0.8912	0	0	0.069	0.125	0.2083	0.0409	0.0328	0.0522	0.0232	0.0534	0.0473	0	0.9921	0.8955	0	0	0.069	0.125	0.2083	0.0419	0.0358	0.0544	0.0233	0.0565	0.0468	0	0.9921	0.8927	0	0	0.069	0.125	0.2083	0.0416	0.0333	0.0531	0.0233	0.0545	reg oper account	block of flats	0.0527	Stone, brick	No	4	0	4	0	-1,329	0	0	0	0	0	0	0	0
415,272	0	Cash loans	F	N	Y	1	765,000	848,745	46,174.5	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-17,185	-688	-3,237	-742	7	1	1	0	1	0	1	Core staff	3	1	1	MONDAY	19	0	0	0	0	0	0	Construction	0.722307	0.744624	0.3808	0.2155	0.0846	0.9891	0.8504	0.444	0.2932	0.1262	0.5138	0.5417	0.0286	0.1681	0.1989	0.0347	0.0696	0.0861	0.02	0.9767	0.6929	0.1576	0.0806	0.0345	0.5417	0.5	0.0159	0.0735	0.0723	0.0078	0.0448	0.1655	0.0841	0.995	0.9329	0.4468	0.24	0.1034	0.5417	0.5417	0.0291	0.1334	0.1777	0.0116	0.0743	reg oper account	block of flats	0.2979	Block	No	0	0	0	0	-479	1	0	0	0	0	0	1	4