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SK_ID_CURR int64 100k 456k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 2 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 8	AMT_INCOME_TOTAL float64 27k 1.8M	AMT_CREDIT float64 45k 3.08M	AMT_ANNUITY float64 3.05k 225k	AMT_GOODS_PRICE float64 45k 2.93M	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 4 values	NAME_EDUCATION_TYPE stringclasses 5 values	NAME_FAMILY_STATUS stringclasses 6 values	NAME_HOUSING_TYPE stringclasses 6 values	REGION_POPULATION_RELATIVE float64 0 0.07	DAYS_BIRTH int64 -25,165 -7,680	DAYS_EMPLOYED int64 -15,943 365k	DAYS_REGISTRATION float64 -19,463 0	DAYS_ID_PUBLISH int64 -6,259 -1	OWN_CAR_AGE float64 0 65	FLAG_MOBIL int64 1 1	FLAG_EMP_PHONE int64 0 1	FLAG_WORK_PHONE int64 0 1	FLAG_CONT_MOBILE int64 0 1	FLAG_PHONE int64 0 1	FLAG_EMAIL int64 0 1	OCCUPATION_TYPE stringclasses 18 values	CNT_FAM_MEMBERS float64 1 10	REGION_RATING_CLIENT int64 1 3	REGION_RATING_CLIENT_W_CITY int64 1 3	WEEKDAY_APPR_PROCESS_START stringclasses 7 values	HOUR_APPR_PROCESS_START int64 1 23	REG_REGION_NOT_WORK_REGION int64 0 1	LIVE_REGION_NOT_WORK_REGION int64 0 1	REG_CITY_NOT_LIVE_CITY int64 0 1	REG_CITY_NOT_WORK_CITY int64 0 1	LIVE_CITY_NOT_WORK_CITY int64 0 1	ORGANIZATION_TYPE stringlengths 3 22	EXT_SOURCE_1 float64 0.03 0.94	EXT_SOURCE_2 float64 0 0.86	EXT_SOURCE_3 float64 0 0.88	APARTMENTS_AVG float64 0 1	BASEMENTAREA_AVG float64 0 1	YEARS_BEGINEXPLUATATION_AVG float64 0 1	YEARS_BUILD_AVG float64 0 1	COMMONAREA_AVG float64 0 1	ELEVATORS_AVG float64 0 1	ENTRANCES_AVG float64 0 1	FLOORSMAX_AVG float64 0 1	FLOORSMIN_AVG float64 0 1	LANDAREA_AVG float64 0 1	LIVINGAPARTMENTS_AVG float64 0 1	LIVINGAREA_AVG float64 0 1	NONLIVINGAPARTMENTS_AVG float64 0 1	NONLIVINGAREA_AVG float64 0 1	APARTMENTS_MODE float64 0 1	BASEMENTAREA_MODE float64 0 1	YEARS_BEGINEXPLUATATION_MODE float64 0 1	YEARS_BUILD_MODE float64 0 1	COMMONAREA_MODE float64 0 1	ELEVATORS_MODE float64 0 1	ENTRANCES_MODE float64 0 1	FLOORSMAX_MODE float64 0 1	FLOORSMIN_MODE float64 0 1	LANDAREA_MODE float64 0 1	LIVINGAPARTMENTS_MODE float64 0 1	LIVINGAREA_MODE float64 0 1	NONLIVINGAPARTMENTS_MODE float64 0 1	NONLIVINGAREA_MODE float64 0 1	APARTMENTS_MEDI float64 0 1	BASEMENTAREA_MEDI float64 0 1	YEARS_BEGINEXPLUATATION_MEDI float64 0 1	YEARS_BUILD_MEDI float64 0 1	COMMONAREA_MEDI float64 0 1	ELEVATORS_MEDI float64 0 1	ENTRANCES_MEDI float64 0 1	FLOORSMAX_MEDI float64 0 1	FLOORSMIN_MEDI float64 0 1	LANDAREA_MEDI float64 0 1	LIVINGAPARTMENTS_MEDI float64 0 1	LIVINGAREA_MEDI float64 0 1	NONLIVINGAPARTMENTS_MEDI float64 0 1	NONLIVINGAREA_MEDI float64 0 1	FONDKAPREMONT_MODE stringclasses 4 values	HOUSETYPE_MODE stringclasses 3 values	TOTALAREA_MODE float64 0 1	WALLSMATERIAL_MODE stringclasses 7 values	EMERGENCYSTATE_MODE stringclasses 2 values	OBS_30_CNT_SOCIAL_CIRCLE float64 0 26	DEF_30_CNT_SOCIAL_CIRCLE float64 0 4	OBS_60_CNT_SOCIAL_CIRCLE float64 0 26	DEF_60_CNT_SOCIAL_CIRCLE float64 0 4	DAYS_LAST_PHONE_CHANGE float64 -3,791 0	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_5 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_13 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	FLAG_DOCUMENT_19 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
206,336	0	Cash loans	F	N	Y	0	103,500	332,946	16,146	238,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.025164	-21,112	365,243	-11,642	-4,224	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	8	0	0	0	0	0	XNA	0.351883	0.61185	0.212756	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	-2,805	0	0	1	0	0	0	0	0	0	0	0	4
356,012	0	Cash loans	F	Y	Y	0	198,000	679,500	19,998	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006671	-15,956	-419	-123	-1,650	16	1	1	1	1	0	0	Core staff	2	2	2	SATURDAY	13	0	0	0	0	0	School	0.641884	0.617469	0.526295	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	1	6	0	-1,281	1	0	0	0	0	0	0	0	0	0	0	1
250,615	0	Cash loans	F	N	N	0	171,000	640,080	29,970	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.010032	-9,306	-997	-4,832	-227	7	1	1	0	1	0	0	Medicine staff	1	2	2	SUNDAY	5	0	0	0	0	0	Medicine	0.308402	0.090311	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	-832	1	0	0	0	0	0	0	0	0	0	0	3
306,457	0	Cash loans	F	N	Y	1	247,500	942,300	34,749	675,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.009175	-12,831	-199	-3,868	-5,043	7	1	1	0	1	1	0	Core staff	2	2	2	TUESDAY	10	1	1	0	0	0	Trade: type 7	0.356323	0.60912	0.162442	0.0784	0	0.9871	0.8232	0	0	0.2069	0.1667	0.2083	0.0756	0.0504	0.0742	0	0	0.0798	0	0.9871	0.8301	0	0	0.2069	0.1667	0.2083	0.0773	0.0551	0.0773	0	0	0.0791	0	0.9871	0.8256	0	0	0.2069	0.1667	0.2083	0.0769	0.0513	0.0755	0	0	reg oper account	block of flats	0.064	Stone, brick	No	4	1	4	0	-1,665	1	0	0	0	0	0	0	0	0	0	0	2
411,272	0	Cash loans	M	Y	N	0	202,500	1,762,110	46,480.5	1,575,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.04622	-16,545	-396	-8,642	-103	3	1	1	1	1	1	0	Drivers	2	1	1	SUNDAY	18	1	1	0	1	1	School	0.379332	0.785384	0.377404	0.0825	0	0.9752	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9752	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9752	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0542	Stone, brick	No	10	0	10	0	-1,646	1	0	0	0	0	0	0	0	0	0	0	2
241,271	0	Cash loans	F	N	Y	0	157,500	432,661.5	22,252.5	373,500	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.031329	-20,502	365,243	-812	-3,789	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	9	0	0	0	0	0	XNA	0.356323	0.591387	0.754406	0.1299	0.1179	0.9826	0.8232	0	0	0.2759	0.1667	0.2083	0.1623	0.0504	0.1232	0	0	0.1324	0.1223	0.9826	0.8301	0	0	0.2759	0.1667	0.2083	0.166	0.0551	0.1283	0	0	0.1312	0.1179	0.9826	0.8256	0	0	0.2759	0.1667	0.2083	0.1651	0.0513	0.1254	0	0	reg oper account	block of flats	0.1054	Block	No	0	0	0	0	-479	1	0	0	0	0	0	0	0	0	0	0	2
356,459	0	Cash loans	F	N	Y	1	247,500	1,436,850	42,142.5	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.018801	-8,696	-501	-3,573	-1,169	7	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	15	0	0	1	1	0	University	0.416067	0.356715	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	-607	1	0	0	0	0	0	0	0	0	0	0	0
289,568	0	Cash loans	F	Y	Y	0	252,000	900,000	29,034	900,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.003818	-14,954	-2,072	-7,477	-4,548	7	1	1	1	1	0	0	Sales staff	2	2	2	THURSDAY	10	0	0	0	0	0	Business Entity Type 3	0.356323	0.706755	0.701696	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-1,191	1	0	0	0	0	0	0	0	0	8	0	1
161,425	0	Cash loans	F	N	Y	1	135,000	450,000	21,888	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.018634	-10,418	-2,292	-8,515	-1,367	7	1	1	1	1	1	0	Core staff	3	2	2	FRIDAY	15	0	0	0	1	1	Business Entity Type 2	0.470912	0.601602	0.533482	0.1474	0.0855	0.9886	0.8436	0	0.04	0.0345	0.3333	0.0417	0.0712	0.1168	0.0955	0.0154	0.0203	0.1502	0.0888	0.9886	0.8497	0	0.0403	0.0345	0.3333	0.0417	0.0728	0.1276	0.0995	0.0156	0.0215	0.1489	0.0855	0.9886	0.8457	0	0.04	0.0345	0.3333	0.0417	0.0724	0.1189	0.0972	0.0155	0.0207	reg oper spec account	block of flats	0.0938	Stone, brick	No	0	0	0	0	-397	1	0	0	0	0	0	0	0	0	1	1	0
308,686	0	Cash loans	F	N	Y	0	112,500	755,190	31,995	675,000	Family	Pensioner	Higher education	Married	House / apartment	0.010006	-20,074	365,243	-9,381	-2,908	7	1	0	0	1	1	0	Laborers	2	2	2	FRIDAY	15	0	0	0	0	0	XNA	0.630205	0.604335	0.622922	0.167	0.2095	0.9866	0.8164	0.0628	0.32	0.2759	0.3333	0.375	0.0889	0.1227	0.1911	0.0618	0.0788	0.1702	0.2174	0.9866	0.8236	0.0634	0.3222	0.2759	0.3333	0.375	0.0909	0.1341	0.1992	0.0623	0.0835	0.1686	0.2095	0.9866	0.8189	0.0632	0.32	0.2759	0.3333	0.375	0.0904	0.1248	0.1946	0.0621	0.0805	reg oper account	block of flats	0.1675	Panel	No	3	0	3	0	-2,756	0	0	1	0	0	0	0	0	0	0	0	0
239,866	0	Cash loans	F	N	N	2	225,000	178,290	20,245.5	157,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.010032	-13,281	-1,722	-1,002	-4,128	7	1	1	0	1	0	0	Secretaries	4	2	2	SATURDAY	7	0	0	1	1	1	Other	0.483881	0.172557	0.780144	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0	0
295,778	0	Cash loans	F	N	Y	0	225,000	763,870.5	33,777	607,500	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.030755	-21,387	-675	-5,827	-4,498	7	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.676591	0.751724	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,389	1	0	0	0	0	0	0	0	0	0	0	4
350,710	0	Cash loans	F	N	Y	0	126,000	269,550	18,891	225,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.031329	-23,934	-3,573	-1,383	-4,529	7	1	1	0	1	0	0	Sales staff	2	2	2	SATURDAY	8	0	0	0	0	0	Self-employed	0.356323	0.486764	0.7463	0.1165	0.0508	0.9886	0.8436	0.0174	0.08	0.069	0.3333	0.375	0.151	0.0941	0.0634	0.0039	0.0246	0.1187	0.0528	0.9886	0.8497	0.0175	0.0806	0.069	0.3333	0.375	0.1545	0.1028	0.0661	0.0039	0.026	0.1176	0.0508	0.9886	0.8457	0.0175	0.08	0.069	0.3333	0.375	0.1537	0.0958	0.0646	0.0039	0.0251	reg oper account	block of flats	0.0552	Panel	No	0	0	0	0	-241	0	0	1	0	0	0	0	0	0	0	0	3
443,221	0	Cash loans	F	Y	N	2	135,000	775,327.5	30,879	693,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019101	-14,524	-2,110	-1,849	-4,165	3	1	1	0	1	0	0	Core staff	4	2	2	WEDNESDAY	11	0	0	0	1	1	Self-employed	0.741342	0.758523	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	-1,313	1	0	0	0	0	0	0	0	0	0	0	0
203,657	1	Cash loans	M	Y	Y	1	135,000	1,156,500	57,294	1,156,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011657	-15,673	-572	-8,042	-4,030	15	1	1	0	1	0	0	Laborers	3	1	1	MONDAY	13	0	0	0	1	1	Business Entity Type 3	0.356323	0.682747	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	-1,684	0	0	0	0	0	0	0	0	0	0	0	0
138,949	1	Cash loans	F	N	Y	1	315,000	238,500	12,307.5	238,500	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.032561	-12,611	-1,780	-6,876	-698	7	1	1	0	1	0	0	Managers	2	1	1	SATURDAY	16	0	0	0	0	0	Other	0.356323	0.615877	0.076474	0.0505	0.0305	0.9478	0.286	0	0	0.1379	0.2083	0.25	0.0383	0.0412	0.0923	0	0.0456	0.0515	0.0317	0.9479	0.314	0	0	0.1379	0.2083	0.25	0.0392	0.045	0.0961	0	0.0483	0.051	0.0305	0.9478	0.2955	0	0	0.1379	0.2083	0.25	0.039	0.0419	0.0939	0	0.0465	reg oper account	block of flats	0.0921	Stone, brick	No	0	0	0	0	-1,528	1	0	0	0	0	0	0	0	0	0	0	1
325,930	0	Cash loans	M	Y	Y	0	180,000	210,456	13,576.5	166,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00702	-11,046	-2,410	-1,310	-3,704	10	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	12	0	0	0	1	1	Industry: type 9	0.356323	0.595591	0.465069	0.0881	0	0.9965	0.8232	0	0.12	0.1207	0.3333	0.2083	0.0013	0.0504	0.0881	0	0.054	0.0756	0	0.9965	0.8301	0	0.0403	0.069	0.3333	0.2083	0.0014	0.0551	0.0749	0	0.0572	0.089	0	0.9965	0.8256	0	0.12	0.1207	0.3333	0.2083	0.0014	0.0513	0.0897	0	0.0551	reg oper account	block of flats	0.0707	Panel	No	0	0	0	0	-414	1	0	0	0	0	0	0	0	0	0	2	1
250,351	0	Cash loans	F	N	Y	1	166,500	808,650	26,217	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019689	-9,940	-1,024	-643	-757	7	1	1	0	1	0	0	Core staff	3	2	2	THURSDAY	14	0	0	0	0	0	Kindergarten	0.47615	0.549122	0.508287	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	1	4	1	-1,632	1	0	0	0	0	0	0	0	0	0	2	2
270,441	0	Revolving loans	F	Y	N	0	202,500	1,350,000	67,500	1,350,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.031329	-13,924	-4,776	-6,972	-4,196	3	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	15	0	0	0	0	0	Medicine	0.356323	0.707629	0.819318	0.3072	0.1915	0.9886	0.8232	0	0.36	0.3103	0.375	0.2083	0.1602	0.0504	0.3715	0	0.0347	0.313	0.1987	0.9886	0.8301	0	0.3625	0.3103	0.375	0.2083	0.1638	0.0551	0.3871	0	0.0367	0.3102	0.1915	0.9886	0.8256	0	0.36	0.3103	0.375	0.2083	0.1629	0.0513	0.3782	0	0.0354	reg oper account	block of flats	0.2922	Stone, brick	No	0	0	0	0	-3,120	0	0	0	0	0	0	0	0	0	0	0	0
290,478	0	Cash loans	F	N	Y	0	68,400	157,500	6,934.5	157,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.020246	-23,216	365,243	-1,531	-4,381	7	1	0	0	1	0	0	Laborers	1	3	3	WEDNESDAY	8	0	0	0	0	0	XNA	0.356323	0.202221	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	0.0054	Panel	No	0	0	0	0	-140	0	0	1	0	0	0	0	0	0	0	0	2
372,841	0	Cash loans	F	N	Y	0	261,000	1,350,000	43,119	1,350,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.026392	-22,159	365,243	-9,192	-4,507	7	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	13	0	0	0	0	0	XNA	0.558327	0.464413	0.7463	0.067	0.0807	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0.0262	0.0504	0.0611	0	0	0.0683	0.0837	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0.0268	0.0551	0.0637	0	0	0.0677	0.0807	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0.0266	0.0513	0.0622	0	0	reg oper account	block of flats	0.0481	Stone, brick	No	0	0	0	0	-1,108	0	0	1	0	0	0	0	0	0	0	0	0
403,790	0	Cash loans	M	Y	N	1	189,000	1,129,500	29,925	1,129,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-10,006	-1,672	-220	-2,669	2	1	1	1	1	1	0	High skill tech staff	3	2	2	WEDNESDAY	15	0	0	0	1	1	Business Entity Type 3	0.356323	0.455803	0.4579	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	-6	1	0	0	0	1	0	0	0	0	5	0	0
417,963	0	Cash loans	F	N	Y	0	67,500	450,000	24,543	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-21,412	365,243	-12,285	-4,252	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	11	0	0	0	0	0	XNA	0.601977	0.662029	0.164414	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	-446	0	0	1	0	0	0	0	0	0	1	0	2
395,025	0	Revolving loans	F	N	Y	0	112,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.00733	-18,108	-1,686	-14,444	-1,581	7	1	1	0	1	0	0	High skill tech staff	1	2	2	MONDAY	13	0	0	0	0	0	Business Entity Type 3	0.696423	0.664315	0.764939	0.0722	0.0651	0.9776	0.694	0.0284	0	0.1379	0.1667	0.2083	0.0599	0.0588	0.0662	0	0	0.0735	0.0675	0.9777	0.706	0.0287	0	0.1379	0.1667	0.2083	0.0613	0.0643	0.0689	0	0	0.0729	0.0651	0.9776	0.6981	0.0286	0	0.1379	0.1667	0.2083	0.0609	0.0599	0.0674	0	0	reg oper account	block of flats	0.0676	Stone, brick	No	0	0	0	0	-886	0	0	0	0	0	0	0	0	0	0	0	3
406,878	0	Cash loans	M	Y	Y	0	81,000	225,000	16,434	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018209	-13,527	-1,153	-4,212	-4,212	64	1	1	0	1	0	0	High skill tech staff	2	3	3	SUNDAY	12	0	0	0	1	1	Business Entity Type 3	0.115689	0.262072	0.313917	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	-561	1	0	0	0	0	0	0	0	0	0	0	1
213,560	0	Cash loans	M	Y	N	0	180,000	1,762,110	50,629.5	1,575,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.018634	-17,136	-212	-9,012	-678	7	1	1	0	1	0	0	Drivers	2	2	2	SATURDAY	10	0	0	0	0	0	Transport: type 4	0.356323	0.469491	0.713631	0.068	0.0594	0.9722	0.8232	0	0	0.1724	0.1667	0.2083	0.0379	0.0504	0.0664	0	0.0243	0.0693	0.0617	0.9722	0.8301	0	0	0.1724	0.1667	0.2083	0.0387	0.0551	0.0692	0	0.0257	0.0687	0.0594	0.9722	0.8256	0	0	0.1724	0.1667	0.2083	0.0385	0.0513	0.0676	0	0.0248	reg oper account	block of flats	0.0823	Stone, brick	No	0	0	0	0	-2	1	0	0	0	0	0	0	0	0	0	0	0
230,844	0	Cash loans	F	N	N	1	148,500	491,823	25,240.5	373,500	Unaccompanied	Working	Higher education	Single / not married	Municipal apartment	0.020713	-14,734	-2,817	-2,483	-4,140	7	1	1	1	1	1	0	Core staff	2	3	3	MONDAY	11	0	0	0	0	0	Kindergarten	0.356323	0.515168	0.540654	0.1485	0	0.9781	0.7008	0.0149	0	0.1379	0.1667	0.0417	0.0536	0.1202	0.0597	0.0039	0.0034	0.1513	0	0.9782	0.7125	0.015	0	0.1379	0.1667	0.0417	0.0549	0.1313	0.0622	0.0039	0.0036	0.1499	0	0.9781	0.7048	0.015	0	0.1379	0.1667	0.0417	0.0546	0.1223	0.0607	0.0039	0.0034	reg oper account	block of flats	0.0558	Stone, brick	No	0	0	0	0	-1,615	1	0	0	0	0	0	0	0	0	0	0	3
227,330	0	Cash loans	F	N	N	0	135,000	276,813	28,494	256,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.019101	-20,596	-302	-2,659	-2,659	7	1	1	0	1	1	1	Waiters/barmen staff	1	2	2	MONDAY	12	0	0	0	0	0	Restaurant	0.581908	0.678249	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	-929	1	0	0	0	0	0	0	0	0	0	0	0
442,660	0	Revolving loans	F	N	Y	0	112,500	405,000	20,250	405,000	Unaccompanied	Working	Incomplete higher	Single / not married	House / apartment	0.019101	-17,946	-2,334	-3,021	-1,476	7	1	1	0	1	0	0	Sales staff	1	2	2	WEDNESDAY	15	0	0	0	0	0	Self-employed	0.356323	0.758207	0.531686	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	-1,859	0	0	0	0	0	0	0	0	0	0	2	8
162,007	1	Cash loans	F	N	Y	0	90,000	224,136	14,976	198,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-18,450	-1,109	-6,723	-473	7	1	1	1	1	0	0	Security staff	2	2	2	FRIDAY	9	0	0	0	1	1	Business Entity Type 3	0.303645	0.28655	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	-392	1	0	0	0	0	0	0	0	0	0	0	0
116,130	0	Cash loans	M	Y	Y	1	157,500	450,000	35,685	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-17,436	-10,161	-7,807	-980	12	1	1	0	1	0	0	Drivers	3	2	2	TUESDAY	14	0	0	0	0	0	Agriculture	0.356323	0.574354	0.45611	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,562	1	0	0	0	0	0	0	0	0	0	0	0
313,899	0	Cash loans	F	N	N	1	202,500	590,337	22,612.5	477,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.04622	-13,903	-374	-3,844	-2,479	7	1	1	0	1	1	0	High skill tech staff	3	1	1	TUESDAY	16	1	1	0	0	0	Industry: type 3	0.502199	0.460417	0.634706	0.0237	0.0231	0.9697	0.5852	0.0114	0	0.1034	0.0833	0.125	0.0109	0.0177	0.0214	0.0077	0.0241	0.0242	0.0239	0.9697	0.6014	0.0115	0	0.1034	0.0833	0.125	0.0112	0.0193	0.0223	0.0078	0.0255	0.0239	0.0231	0.9697	0.5907	0.0114	0	0.1034	0.0833	0.125	0.0111	0.018	0.0218	0.0078	0.0246	reg oper account	block of flats	0.0283	Stone, brick	No	0	0	0	0	-695	1	0	0	0	0	1	0	0	0	0	0	1
324,359	0	Cash loans	F	Y	N	0	90,000	343,800	10,921.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010556	-17,318	-3,869	-7,539	-846	3	1	1	0	1	0	0	Laborers	2	3	3	FRIDAY	10	0	0	0	0	0	Business Entity Type 3	0.356323	0.638003	0.728141	0.0918	0.1136	0.9836	0.7756	0	0	0.2069	0.1667	0.0417	0	0.074	0.0569	0.0039	0.0009	0.0935	0.1179	0.9836	0.7844	0	0	0.2069	0.1667	0.0417	0	0.0808	0.0593	0.0039	0.001	0.0926	0.1136	0.9836	0.7786	0	0	0.2069	0.1667	0.0417	0	0.0752	0.058	0.0039	0.001	reg oper account	block of flats	0.0745	Panel	No	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0
455,426	0	Cash loans	M	Y	Y	1	135,000	612,612	31,410	495,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006671	-12,160	-657	-490	-4,676	26	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	15	0	0	0	0	0	Construction	0.152049	0.52515	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	-513	0	0	0	1	0	0	0	0	0	0	0	2
115,352	0	Cash loans	F	N	Y	1	202,500	497,520	53,712	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-10,052	-1,775	-4,662	-2,639	7	1	1	0	1	0	0	Laborers	3	1	1	TUESDAY	16	1	1	0	0	0	Business Entity Type 3	0.455223	0.654987	0.657784	0.1227	0.0781	0.9841	0.7824	0	0	0.0345	0.1667	0.2083	0.0142	0.0504	0.0761	0	0	0.125	0.081	0.9841	0.7909	0	0	0.0345	0.1667	0.2083	0.0145	0.0551	0.0793	0	0	0.1239	0.0781	0.9841	0.7853	0	0	0.0345	0.1667	0.2083	0.0144	0.0513	0.0774	0	0	reg oper account	block of flats	0.0598	Panel	No	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
214,708	0	Cash loans	M	N	Y	2	180,000	1,227,901.5	48,825	1,129,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006296	-16,602	365,243	-1,587	-152	7	1	0	0	1	1	0	Laborers	4	3	3	SUNDAY	11	0	0	0	0	0	XNA	0.597791	0.491381	0.263647	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	-885	1	0	0	0	0	0	0	0	0	0	2	3
292,160	0	Cash loans	M	N	Y	0	135,000	450,000	36,081	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-9,548	-108	-4,166	-2,220	7	1	1	1	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	Self-employed	0.356323	0.285197	0.704706	0.0113	0	0.9603	0.8232	0	0	0.0517	0.0417	0.2083	0.0319	0.0504	0.0089	0	0	0.0116	0	0.9603	0.8301	0	0	0.0345	0.0417	0.2083	0.0326	0.0551	0.0088	0	0	0.0115	0	0.9603	0.8256	0	0	0.0517	0.0417	0.2083	0.0324	0.0513	0.009	0	0	reg oper account	block of flats	0.0076	Stone, brick	Yes	0	0	0	0	-521	1	0	0	0	0	0	0	0	0	0	0	2
427,038	0	Cash loans	F	Y	Y	0	90,000	180,000	17,532	180,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.026392	-15,612	-7,041	-8,382	-4,429	14	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	14	0	0	0	1	1	School	0.694482	0.61436	0.54781	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	-850	1	0	0	0	0	0	0	0	0	0	0	2
161,035	0	Cash loans	M	N	N	2	180,000	888,840	35,685	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-11,624	-396	-899	-2,169	7	1	1	0	1	0	0	Laborers	4	3	3	FRIDAY	9	0	0	1	1	0	Self-employed	0.45444	0.566117	0.504681	0.0722	0.0691	0.9732	0.6328	0	0	0.1379	0.1667	0.2083	0	0.058	0.0625	0.0039	0.0152	0.0735	0.0717	0.9732	0.6472	0	0	0.1379	0.1667	0.2083	0	0.0634	0.0651	0.0039	0.0161	0.0729	0.0691	0.9732	0.6377	0	0	0.1379	0.1667	0.2083	0	0.059	0.0636	0.0039	0.0155	reg oper account	block of flats	0.0525	Stone, brick	No	0	0	0	0	-2,066	1	0	0	0	0	0	0	0	0	0	0	1
246,013	0	Cash loans	F	N	Y	0	117,000	106,659	5,580	81,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.031329	-23,493	365,243	-10,863	-4,342	7	1	0	0	1	1	0	Laborers	1	2	2	THURSDAY	8	0	0	0	0	0	XNA	0.356323	0.724026	0.7463	0.4392	0.2657	0.9816	0.7484	0.0738	0.32	0.2759	0.3333	0.375	0.2327	0.3547	0.3638	0.0154	0.1429	0.4475	0.2757	0.9816	0.7583	0.0745	0.3222	0.2759	0.3333	0.375	0.238	0.3875	0.379	0.0156	0.1513	0.4434	0.2657	0.9816	0.7518	0.0743	0.32	0.2759	0.3333	0.375	0.2368	0.3608	0.3703	0.0155	0.1459	reg oper spec account	block of flats	0.3575	Stone, brick	No	0	0	0	0	-817	1	0	0	0	0	0	0	0	0	0	1	4
119,685	0	Cash loans	M	Y	Y	0	270,000	1,354,500	55,165.5	1,354,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-11,911	-3,312	-2,130	-4,235	1	1	1	0	1	1	1	Managers	2	2	2	FRIDAY	16	0	0	0	1	1	Business Entity Type 3	0.599607	0.630072	0.718033	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	-1,812	1	0	0	0	0	0	0	0	0	2	0	2
119,369	0	Cash loans	F	N	N	0	135,000	474,048	25,843.5	360,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.006671	-15,088	-497	-1,172	-3,658	7	1	1	0	1	0	0	Private service staff	2	2	2	MONDAY	13	0	0	0	0	0	Services	0.437146	0.640484	0.834784	0.101	0.1398	0.998	0.8232	0	0	0.2069	0.1667	0.2083	0.2811	0.0504	0.1078	0	0	0.1029	0.1451	0.998	0.8301	0	0	0.2069	0.1667	0.2083	0.2876	0.0551	0.1123	0	0	0.102	0.1398	0.998	0.8256	0	0	0.2069	0.1667	0.2083	0.286	0.0513	0.1097	0	0	reg oper account	block of flats	0.0919	Stone, brick	No	0	0	0	0	-2,806	1	0	0	0	0	0	0	0	0	0	0	1
157,139	0	Cash loans	M	Y	Y	2	225,000	450,000	28,759.5	450,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011657	-12,890	-991	-2,810	-4,097	2	1	1	1	1	1	0	Core staff	4	1	1	TUESDAY	17	0	0	0	0	0	Self-employed	0.477577	0.665684	0.595456	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	-577	1	0	0	0	0	0	0	0	0	0	0	0
334,135	0	Cash loans	F	N	Y	0	180,000	948,582	30,730.5	679,500	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-20,200	-943	-4,469	-742	7	1	1	0	1	0	0	Private service staff	2	1	1	FRIDAY	13	0	0	1	1	1	Self-employed	0.356323	0.504239	0.357293	0.0619	0.063	0.9732	0.6328	0.0053	0	0.1034	0.1667	0.2083	0	0.0504	0.0503	0	0	0.063	0.0653	0.9732	0.6472	0.0054	0	0.1034	0.1667	0.2083	0	0.0551	0.0524	0	0	0.0625	0.063	0.9732	0.6377	0.0054	0	0.1034	0.1667	0.2083	0	0.0513	0.0512	0	0	reg oper spec account	block of flats	0.0425	Stone, brick	No	2	1	2	1	-365	1	0	0	0	0	0	0	0	0	0	0	2
227,028	0	Cash loans	F	N	Y	0	144,000	276,277.5	10,651.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.003818	-20,615	-2,218	-4,817	-3,782	7	1	1	1	1	1	0	Cleaning staff	2	2	2	THURSDAY	4	0	0	0	0	0	Business Entity Type 3	0.356323	0.623145	0.461482	0.066	0.0797	0.9747	0.6532	0.03	0	0.1379	0.125	0.1667	0.0454	0.0534	0.0377	0.0019	0.0016	0.0672	0.0822	0.9747	0.6668	0.0299	0	0.1379	0.125	0.1667	0.036	0.0588	0.0391	0	0	0.0666	0.0797	0.9747	0.6578	0.0302	0	0.1379	0.125	0.1667	0.0468	0.0547	0.0383	0	0	not specified	block of flats	0.0459	Panel	No	0	0	0	0	-229	1	0	0	0	0	0	1	0	0	0	0	3
398,507	0	Cash loans	M	Y	Y	0	112,500	450,000	35,685	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011703	-20,923	-544	-7,341	-4,480	7	1	1	0	1	0	0	Drivers	2	2	2	WEDNESDAY	15	0	0	0	0	0	Self-employed	0.356323	0.379728	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	-412	1	0	0	0	0	0	0	0	0	0	1	2
442,209	0	Cash loans	F	N	N	0	112,500	679,500	19,867.5	679,500	Unaccompanied	Working	Incomplete higher	Civil marriage	House / apartment	0.018029	-10,732	-3,267	-9,885	-320	7	1	1	0	1	1	0	Medicine staff	2	3	3	TUESDAY	11	0	0	0	0	0	Medicine	0.30435	0.565338	0.626304	0.0804	0.0815	0.9742	0.8232	0	0	0.1379	0.1667	0.2083	0.0725	0.0504	0.068	0	0.0051	0.0819	0.0846	0.9742	0.8301	0	0	0.1379	0.1667	0.2083	0.0741	0.0551	0.0709	0	0.0054	0.0812	0.0815	0.9742	0.8256	0	0	0.1379	0.1667	0.2083	0.0738	0.0513	0.0692	0	0.0052	reg oper account	block of flats	0.0852	Panel	No	0	0	0	0	-338	1	0	0	0	0	0	0	0	0	0	0	3
273,589	0	Cash loans	F	N	Y	0	90,000	175,896	9,670.5	126,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.008068	-8,633	-464	-3,245	-1,306	7	1	1	0	1	0	0	Sales staff	1	3	3	SATURDAY	9	0	0	1	1	0	Trade: type 7	0.188495	0.062994	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	1	0	1	0	-141	1	0	0	0	0	0	0	0	0	0	0	2
196,631	0	Cash loans	F	N	Y	0	90,000	417,024	17,797.5	360,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	Rented apartment	0.01885	-24,021	365,243	-3,243	-1,225	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	14	0	0	1	0	0	XNA	0.356323	0.572476	0.215182	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	-612	0	0	1	0	0	0	0	0	0	0	0	0
149,039	0	Cash loans	F	N	Y	0	76,500	148,500	11,731.5	148,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.030755	-10,752	-3,593	-4,851	-3,382	7	1	1	0	1	1	1	Accountants	1	2	2	FRIDAY	14	0	0	0	0	0	Business Entity Type 3	0.459248	0.475835	0.253963	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	-723	1	0	0	0	0	0	0	0	0	1	0	1
452,669	0	Cash loans	F	N	Y	0	90,000	239,787	27,247.5	207,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.016612	-10,205	-1,771	-4,072	-902	7	1	1	0	1	0	1	Cooking staff	1	2	2	TUESDAY	14	0	0	0	0	0	Restaurant	0.327612	0.440203	0.320163	0.0082	0	0.9702	0.8232	0	0	0.0345	0.0417	0.2083	0.0154	0.0504	0.0079	0	0	0.0084	0	0.9702	0.8301	0	0	0.0345	0.0417	0.2083	0.0157	0.0551	0.0082	0	0	0.0083	0	0.9702	0.8256	0	0	0.0345	0.0417	0.2083	0.0156	0.0513	0.008	0	0	reg oper account	block of flats	0.0068	Stone, brick	No	0	0	0	0	-950	1	0	0	0	0	0	0	0	0	1	0	2
368,132	0	Cash loans	F	N	N	0	99,000	314,100	12,420	225,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.008866	-8,869	-811	-1,553	-1,553	7	1	1	0	1	0	1	Laborers	1	2	2	MONDAY	16	0	0	1	1	0	Business Entity Type 3	0.226431	0.322604	0.46866	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	-688	1	0	0	0	0	0	0	0	0	0	0	0
173,359	0	Cash loans	M	N	N	0	121,500	543,915	36,346.5	504,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	With parents	0.019101	-9,594	-1,019	-4,415	-2,272	7	1	1	0	1	0	1	Laborers	2	2	2	SUNDAY	11	0	0	0	0	0	Self-employed	0.675025	0.548282	0.7463	0.0309	0.0278	0.9672	0.5512	0.0123	0	0.1207	0.125	0.1042	0.0435	0.0252	0.0611	0.0019	0.044	0.0263	0	0.9628	0.51	0.0124	0	0.069	0.125	0.0417	0.0022	0.023	0.0633	0	0.0379	0.0312	0.0278	0.9672	0.5572	0.0124	0	0.1207	0.125	0.1042	0.0443	0.0257	0.0622	0.0019	0.045	reg oper spec account	block of flats	0.0561	Stone, brick	No	0	0	0	0	-6	1	0	0	0	0	0	0	0	0	0	0	0
319,856	0	Cash loans	F	Y	Y	1	76,500	431,280	20,875.5	360,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-13,900	-752	-3,522	-1,853	8	1	1	1	1	0	0	Medicine staff	3	2	2	THURSDAY	9	0	0	0	0	0	Medicine	0.42951	0.596734	0.06964	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	-2,073	0	0	0	1	0	0	0	0	0	0	1	2
228,287	0	Cash loans	M	N	N	0	90,000	247,500	9,459	247,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.008866	-16,607	365,243	-2,163	-98	7	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	9	0	0	0	0	0	XNA	0.356323	0.420867	0.340906	0.1031	0.0945	0.9965	0.8232	0	0	0.1724	0.1667	0.2083	0	0.0504	0.078	0	0	0.105	0.0981	0.9965	0.8301	0	0	0.1724	0.1667	0.2083	0	0.0551	0.0812	0	0	0.1041	0.0945	0.9965	0.8256	0	0	0.1724	0.1667	0.2083	0	0.0513	0.0794	0	0	reg oper account	block of flats	0.0696	Panel	No	1	0	1	0	-1,962	1	0	0	0	0	0	0	0	0	0	0	0
116,472	0	Cash loans	F	N	Y	0	112,500	251,091	24,831	238,500	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.010032	-23,877	-2,431	-342	-4,318	7	1	1	0	1	0	0	Security staff	1	2	2	MONDAY	5	0	0	0	0	0	Other	0.356323	0.638442	0.792264	0.0825	0	0.9757	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9757	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9757	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0556	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1
163,745	0	Cash loans	F	N	Y	0	67,500	101,880	12,217.5	90,000	Unaccompanied	Commercial associate	Higher education	Single / not married	Office apartment	0.005144	-12,100	-613	-3,623	-3,623	7	1	1	0	1	0	0	Accountants	1	2	2	TUESDAY	16	0	0	0	0	0	Other	0.579872	0.531967	0.7463	0.3299	0.1645	0.9911	0.8776	0.0726	0.16	0.1379	0.3333	0.375	0.043	0.269	0.2524	0	0	0.3361	0.1707	0.9911	0.8824	0.0733	0.1611	0.1379	0.3333	0.375	0.044	0.2938	0.263	0	0	0.3331	0.1645	0.9911	0.8792	0.0731	0.16	0.1379	0.3333	0.375	0.0437	0.2736	0.257	0	0	reg oper spec account	block of flats	0.2287	Panel	No	1	1	1	1	-1,538	1	0	0	0	0	0	0	0	0	0	0	0
332,852	0	Cash loans	F	Y	N	2	180,000	251,280	12,960	180,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.025164	-13,664	-6,730	-6,862	-4,820	9	1	1	0	1	0	0	Laborers	4	2	2	WEDNESDAY	12	0	0	0	0	0	School	0.51938	0.353975	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	-227	1	0	0	0	0	0	0	0	0	0	0	0
183,500	0	Cash loans	M	Y	Y	1	202,500	835,380	40,320	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.035792	-8,624	-1,455	-3,477	-1,285	6	1	1	0	1	0	0	Drivers	3	2	2	SUNDAY	15	0	0	0	1	1	Business Entity Type 1	0.178764	0.489633	0.554947	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	-65	1	0	0	0	0	0	0	0	0	0	0	2
307,231	0	Cash loans	F	Y	N	0	225,000	545,040	19,705.5	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006305	-21,207	365,243	-11,163	-4,554	23	1	0	0	1	0	0	Laborers	2	3	3	TUESDAY	5	0	0	0	0	0	XNA	0.356323	0.28732	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	-1,688	1	0	0	0	0	0	0	0	0	1	0	3
237,992	0	Cash loans	F	N	N	1	121,500	454,500	27,805.5	454,500	Unaccompanied	Commercial associate	Higher education	Married	With parents	0.035792	-11,255	-911	-5,171	-3,404	7	1	1	1	1	0	0	Laborers	3	2	2	THURSDAY	13	0	0	0	0	0	Business Entity Type 3	0.294126	0.589642	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	-946	1	0	0	0	0	0	0	0	0	0	0	6
379,807	0	Cash loans	F	N	Y	0	76,500	254,700	14,350.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.008625	-24,139	365,243	-13,566	-4,861	7	1	0	0	1	0	0	Laborers	1	2	2	MONDAY	10	0	0	0	0	0	XNA	0.356323	0.746391	0.7463	0.0577	0.0694	0.9806	0.7348	0.126	0	0.1379	0.1667	0.2083	0.019	0.0471	0.0525	0.0077	0.0664	0.0588	0.072	0.9806	0.7452	0.1271	0	0.1379	0.1667	0.2083	0.0194	0.0514	0.0547	0.0078	0.0703	0.0583	0.0694	0.9806	0.7383	0.1268	0	0.1379	0.1667	0.2083	0.0193	0.0479	0.0535	0.0078	0.0678	reg oper account	block of flats	0.0689	Panel	No	3	0	3	0	-2,145	1	0	0	0	0	0	0	0	0	0	0	0
266,152	0	Cash loans	F	N	Y	0	135,000	168,102	16,753.5	148,500	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.035792	-19,950	-3,274	-4,220	-3,489	7	1	1	0	1	0	0	Sales staff	1	2	2	THURSDAY	10	0	0	0	1	1	Self-employed	0.356323	0.25525	0.266457	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-852	1	0	0	0	0	0	0	0	0	0	2	0
188,311	0	Cash loans	F	Y	Y	0	135,000	755,190	36,459	675,000	Family	State servant	Incomplete higher	Married	House / apartment	0.019689	-23,049	-182	-5,811	-4,593	9	1	1	0	1	0	0	Cooking staff	2	2	2	FRIDAY	10	0	0	0	0	0	Other	0.356323	0.316603	0.337673	0.0732	0.0804	0.9791	0.7144	0.0091	0	0.1379	0.1667	0.2083	0.0929	0.0588	0.0678	0.0039	0.0496	0.0746	0.0834	0.9791	0.7256	0.0091	0	0.1379	0.1667	0.2083	0.0951	0.0643	0.0706	0.0039	0.0525	0.0739	0.0804	0.9791	0.7182	0.0091	0	0.1379	0.1667	0.2083	0.0946	0.0599	0.069	0.0039	0.0506	org spec account	block of flats	0.0533	Panel	No	0	0	0	0	-286	1	0	0	0	0	0	0	0	0	0	0	4
285,956	0	Cash loans	F	N	Y	0	112,500	170,640	6,561	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.01885	-22,058	365,243	-8,252	-4,915	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	13	0	0	0	0	0	XNA	0.356323	0.615411	0.665855	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,078	1	0	0	0	0	0	0	0	0	1	0	3
417,283	0	Cash loans	F	Y	Y	1	157,500	814,500	32,431.5	814,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.026392	-15,547	-2,949	-5,415	-4,765	10	1	1	0	1	1	0	Managers	3	2	2	SUNDAY	15	0	0	0	0	0	Other	0.682789	0.712267	0.520898	0.0186	0.0046	0.9637	0.8232	0	0	0.069	0.0833	0.2083	0	0.0504	0.012	0	0.0252	0.0189	0.0048	0.9638	0.8301	0	0	0.069	0.0833	0.2083	0	0.0551	0.0125	0	0.0266	0.0187	0.0046	0.9637	0.8256	0	0	0.069	0.0833	0.2083	0	0.0513	0.0123	0	0.0257	reg oper account	block of flats	0.0149	Stone, brick	No	13	0	13	0	-21	0	0	0	1	0	0	0	0	0	0	0	0
151,817	0	Cash loans	F	N	N	0	108,000	337,761	17,374.5	256,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.006207	-13,706	-886	-7,692	-5,002	7	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	14	0	0	0	0	0	Business Entity Type 2	0.356323	0.528617	0.7463	0.0619	0.0675	0.9826	0.762	0.0093	0	0.1379	0.1667	0.2083	0.0483	0.0504	0.0536	0	0	0.063	0.0701	0.9826	0.7713	0.0093	0	0.1379	0.1667	0.2083	0.0494	0.0551	0.0559	0	0	0.0625	0.0675	0.9826	0.7652	0.0093	0	0.1379	0.1667	0.2083	0.0491	0.0513	0.0546	0	0	not specified	block of flats	0.0473	Panel	No	10	0	10	0	-1,834	1	0	0	0	0	0	0	0	0	0	0	0
354,457	0	Revolving loans	F	N	N	0	157,500	225,000	11,250	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-19,980	-5,257	-6,710	-2,369	7	1	1	0	1	1	0	Sales staff	2	2	2	SATURDAY	10	0	0	0	0	0	Business Entity Type 3	0.356323	0.55008	0.531686	0.1763	0.0708	0.9836	0.7756	0.0515	0.04	0.0345	0.3333	0.375	0.0543	0.1437	0.0848	0	0	0.1796	0.0735	0.9836	0.7844	0.0519	0.0403	0.0345	0.3333	0.375	0.0555	0.157	0.0884	0	0	0.178	0.0708	0.9836	0.7786	0.0518	0.04	0.0345	0.3333	0.375	0.0552	0.1462	0.0863	0	0	reg oper account	block of flats	0.0948	Stone, brick	No	3	1	3	1	-1,606	0	0	0	0	0	0	0	0	0	0	0	5
263,899	0	Cash loans	M	N	Y	0	90,000	490,495.5	30,136.5	454,500	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.00702	-10,600	-371	-4,799	-1,315	7	1	1	0	1	0	0	Sales staff	1	2	2	TUESDAY	10	0	0	0	0	0	Self-employed	0.356323	0.334179	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	0	0	0	0	1	0	0	0	0	0	0	0	0
272,702	0	Cash loans	M	Y	Y	0	337,500	1,024,740	52,452	900,000	Unaccompanied	State servant	Higher education	Married	Rented apartment	0.030755	-10,340	-2,061	-1,946	-1,401	10	1	1	0	1	0	1	Managers	2	2	2	TUESDAY	18	0	0	1	1	1	Military	0.234068	0.46014	0.621226	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0
412,588	0	Cash loans	F	Y	N	0	67,500	545,040	26,640	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-10,741	-982	-4,179	-1,826	14	1	1	0	1	0	0	Sales staff	2	2	2	FRIDAY	13	0	0	0	0	0	Trade: type 7	0.356323	0.612748	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	-808	0	0	0	1	0	0	0	0	0	0	0	0
264,385	0	Cash loans	F	N	Y	0	90,000	225,000	10,620	225,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.030755	-10,094	-233	-10,094	-1,009	7	1	1	0	1	0	0	Cooking staff	1	2	2	FRIDAY	11	0	0	0	1	1	Business Entity Type 3	0.087014	0.313823	0.301625	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	1	0	1	0	0	0	0	0	0	0	0	0	0	0
283,487	0	Cash loans	F	N	Y	0	81,000	284,400	16,456.5	225,000	Family	Pensioner	Secondary / secondary special	Separated	House / apartment	0.009657	-23,989	365,243	-395	-4,083	7	1	0	0	1	1	0	Laborers	1	2	2	SATURDAY	11	0	0	0	0	0	XNA	0.356323	0.766741	0.48305	0.1299	0.0511	0.9846	0.7892	0	0.08	0.069	0.3333	0.375	0.054	0.1059	0.0803	0	0.271	0.1324	0.053	0.9846	0.7975	0	0.0806	0.069	0.3333	0.375	0.0552	0.1157	0.0837	0	0.2869	0.1312	0.0511	0.9846	0.792	0	0.08	0.069	0.3333	0.375	0.0549	0.1077	0.0818	0	0.2767	reg oper spec account	block of flats	0.1217	Panel	No	0	0	0	0	-2,334	1	0	0	0	0	0	0	0	0	0	0	0
198,143	0	Cash loans	F	N	N	1	90,000	502,497	30,051	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-15,634	-596	-2,379	-5,066	7	1	1	1	1	1	0	Laborers	3	3	3	THURSDAY	9	0	0	0	0	0	Business Entity Type 3	0.627641	0.455732	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	-522	1	0	0	0	0	0	0	0	0	2	0	0
111,229	0	Cash loans	M	N	Y	1	157,500	864,000	30,739.5	864,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	With parents	0.0228	-8,388	-832	-2,486	-1,055	7	1	1	1	1	0	0	Sales staff	3	2	2	TUESDAY	9	0	0	1	1	0	Trade: type 2	0.221609	0.509448	0.365617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	8	0	8	0	-900	1	0	0	0	0	0	0	0	0	0	0	1
394,278	0	Cash loans	F	Y	Y	0	202,500	284,400	18,643.5	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.025164	-11,738	-214	-650	-663	7	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	14	0	0	0	1	1	Business Entity Type 3	0.56676	0.622164	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	0	0	0	0	1	0	0	0	0	0	0	0	0
133,382	0	Cash loans	F	N	Y	0	103,500	291,384	20,407.5	270,000	Spouse, partner	State servant	Higher education	Civil marriage	House / apartment	0.00496	-21,007	-13,868	-2,526	-2,534	7	1	1	1	1	1	0	Managers	2	2	2	THURSDAY	13	0	0	0	0	0	School	0.755818	0.643143	0.827703	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	1	0	0	0	0	0	0	0	0	0	0	1
223,202	0	Cash loans	F	N	Y	0	292,500	704,844	34,038	630,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.016612	-16,721	365,243	-2,542	-254	7	1	0	0	1	0	0	Laborers	1	2	2	WEDNESDAY	9	0	0	0	0	0	XNA	0.356323	0.437144	0.157595	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	-1,491	1	0	0	0	0	0	0	0	0	0	0	6
314,484	0	Cash loans	M	N	Y	0	112,500	1,546,020	45,202.5	1,350,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.011657	-21,711	365,243	-9,044	-4,504	7	1	0	0	1	1	0	Laborers	2	1	1	FRIDAY	11	0	0	0	0	0	XNA	0.619518	0.701759	0.753067	0.0309	0.0374	0.9762	0.83	0.0369	0	0.0862	0.0833	0.2083	0.0342	0.0488	0.0291	0	0	0.0021	0	0.9652	0.8367	0.0372	0	0.0345	0	0.2083	0.0009	0.0533	0.0013	0	0	0.0312	0.0374	0.9762	0.8323	0.0371	0	0.0862	0.0833	0.2083	0.0348	0.0496	0.0296	0	0	org spec account	block of flats	0.0447	Wooden	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1
306,730	0	Revolving loans	M	N	Y	0	90,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-19,497	-1,638	-6,537	-2,299	7	1	1	1	1	1	0	Drivers	2	2	2	THURSDAY	7	0	0	0	1	1	Agriculture	0.356323	0.490704	0.190706	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	-469	0	0	0	0	0	0	0	0	0	0	0	5
208,500	0	Cash loans	F	N	Y	0	225,000	900,000	60,277.5	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.026392	-14,343	-7,549	-2,075	-4,197	7	1	1	0	1	0	0	Managers	2	2	2	MONDAY	18	0	0	0	0	0	Business Entity Type 3	0.356323	0.686138	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,403	1	0	0	0	0	0	0	0	0	0	0	0
332,472	0	Cash loans	F	N	Y	2	157,500	862,560	25,348.5	720,000	Family	Commercial associate	Higher education	Married	House / apartment	0.022625	-12,480	-3,581	-3,046	-3,702	7	1	1	0	1	1	0	Realty agents	4	2	2	WEDNESDAY	12	0	0	0	0	0	Business Entity Type 3	0.704493	0.404881	0.7463	0.367	0.2283	0.9891	0.8504	0.1482	0.44	0.3793	0.3333	0.375	0.3209	0.2992	0.403	0	0.3784	0.3739	0.2369	0.9891	0.8563	0.1496	0.4431	0.3793	0.3333	0.375	0.3282	0.3269	0.4198	0	0.4006	0.3706	0.2283	0.9891	0.8524	0.1492	0.44	0.3793	0.3333	0.375	0.3264	0.3044	0.4102	0	0.3863	not specified	block of flats	0.3992	Panel	No	1	0	1	0	-3,242	1	0	0	0	0	0	0	0	0	0	0	2
420,716	0	Cash loans	F	N	Y	0	270,000	1,125,000	32,895	1,125,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.0228	-16,114	-982	-9,810	-3,452	7	1	1	0	1	1	0	Core staff	2	2	2	FRIDAY	8	0	0	0	0	0	Services	0.772323	0.694598	0.7463	0.0732	0.088	0.9781	0.8232	0	0	0.1379	0.1667	0.2083	0.0472	0.0504	0.0658	0	0.0251	0.0746	0.0913	0.9782	0.8301	0	0	0.1379	0.1667	0.2083	0.0482	0.0551	0.0685	0	0.0266	0.0739	0.088	0.9781	0.8256	0	0	0.1379	0.1667	0.2083	0.048	0.0513	0.067	0	0.0257	reg oper account	block of flats	0.0609	Stone, brick	No	6	0	6	0	-1,692	1	0	0	0	0	0	0	0	0	0	0	0
363,583	0	Cash loans	F	N	N	2	121,500	452,385	29,583	373,500	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.01885	-10,006	-413	-2,799	-1,397	7	1	1	0	1	0	0	Medicine staff	4	2	2	TUESDAY	11	0	0	1	1	0	Military	0.294683	0.474625	0.048591	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	-544	1	0	0	0	0	0	0	0	0	0	3	3
343,586	1	Cash loans	M	Y	Y	0	225,000	601,470	32,760	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-16,745	-1,802	-5,689	-116	7	1	1	0	1	0	1	Drivers	2	2	2	TUESDAY	8	0	0	1	1	0	Industry: type 1	0.265383	0.349313	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	-790	1	0	0	0	0	0	0	0	0	0	0	0
344,443	1	Cash loans	M	N	Y	2	94,500	832,500	24,471	832,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0228	-11,486	-2,794	-3,064	-4,065	7	1	1	1	1	0	0	Security staff	4	2	2	MONDAY	8	0	0	0	1	1	Business Entity Type 3	0.356323	0.544331	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	1	0	1	0	-1,794	1	0	0	0	0	0	0	0	0	0	1	6
333,368	0	Cash loans	M	Y	N	0	135,000	544,491	17,563.5	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018634	-23,248	365,243	-816	-4,196	27	1	0	0	1	1	0	Laborers	2	2	2	SUNDAY	20	0	0	0	0	0	XNA	0.356323	0.445339	0.709189	0.0825	0.0801	0.9767	0.6804	0.0287	0	0.1379	0.1667	0.2083	0	0.0672	0.0704	0	0	0.084	0.0832	0.9767	0.6929	0.029	0	0.1379	0.1667	0.2083	0	0.0735	0.0733	0	0	0.0833	0.0801	0.9767	0.6847	0.0289	0	0.1379	0.1667	0.2083	0	0.0684	0.0716	0	0	reg oper spec account	block of flats	0.0711	Stone, brick	No	0	0	0	0	-1,456	1	0	0	0	0	0	0	0	0	0	0	2
391,129	0	Cash loans	F	Y	Y	1	135,000	558,706.5	51,372	495,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.006305	-16,133	-3,982	-6,783	-4,301	12	1	1	0	1	0	0	Sales staff	3	3	3	MONDAY	3	0	0	0	0	0	Self-employed	0.356323	0.331745	0.619528	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	-1,751	1	0	0	0	0	0	0	0	0	0	1	4
417,113	0	Cash loans	F	Y	N	0	126,000	1,288,350	37,800	1,125,000	Family	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.008625	-13,486	-2,093	-6,935	-4,388	16	1	1	0	1	0	0	Sales staff	2	2	2	SUNDAY	10	0	0	0	0	0	Self-employed	0.356323	0.331934	0.802745	0.1237	0	0.9836	0.8232	0	0	0.2759	0.1667	0.2083	0	0.0504	0.1069	0	0.0406	0.1261	0	0.9836	0.8301	0	0	0.2759	0.1667	0.2083	0	0.0551	0.1113	0	0.0429	0.1249	0	0.9836	0.8256	0	0	0.2759	0.1667	0.2083	0	0.0513	0.1088	0	0.0414	reg oper account	block of flats	0.0962	Panel	No	1	0	1	0	-1,775	1	0	0	0	0	0	0	0	0	0	3	1
200,497	0	Cash loans	M	Y	N	1	225,000	1,206,000	31,810.5	1,206,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.007274	-9,593	-1,360	-1,288	-888	4	1	1	0	1	1	0	Sales staff	3	2	2	TUESDAY	17	0	0	0	0	0	Business Entity Type 3	0.468774	0.507431	0.593718	0.1124	0.0806	0.9851	0.7892	0.051	0.12	0.1034	0.3333	0.375	0.0557	0.0908	0.1074	0.0039	0.001	0.1145	0.0837	0.9851	0.7975	0.0515	0.1208	0.1034	0.3333	0.375	0.057	0.0992	0.1119	0.0039	0.0011	0.1135	0.0806	0.9851	0.792	0.0514	0.12	0.1034	0.3333	0.375	0.0567	0.0923	0.1094	0.0039	0.001	reg oper account	block of flats	0.0986	Panel	No	3	0	3	0	-701	1	0	0	0	0	0	0	1	0	0	0	0
276,256	0	Cash loans	F	Y	Y	1	135,000	405,000	21,987	405,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.018634	-11,060	-780	-832	-1,533	3	1	1	0	1	0	0	Managers	3	2	2	TUESDAY	15	0	0	0	0	0	Business Entity Type 2	0.356323	0.640232	0.7463	0.1649	0.0742	0.9886	0.8436	0.0783	0.08	0.069	0.3333	0.375	0.0695	0.1345	0.1049	0	0	0.1681	0.077	0.9886	0.8497	0.079	0.0806	0.069	0.3333	0.375	0.0711	0.1469	0.1093	0	0	0.1665	0.0742	0.9886	0.8457	0.0788	0.08	0.069	0.3333	0.375	0.0707	0.1368	0.1068	0	0	reg oper account	block of flats	0.1253	Panel	No	1	1	1	0	-717	0	0	0	0	0	0	0	0	0	0	0	0
312,920	0	Cash loans	M	Y	Y	0	135,000	495,000	19,309.5	495,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.04622	-8,664	-1,150	-4,455	-668	7	1	1	1	1	1	0	Core staff	2	1	1	SATURDAY	13	0	0	0	1	1	Business Entity Type 3	0.124578	0.387479	0.206779	0.0278	0.0421	0.9856	0.8232	0	0	0.1034	0.0833	0.2083	0.0096	0.0504	0.0274	0	0	0.0284	0.0437	0.9856	0.8301	0	0	0.1034	0.0833	0.2083	0.0098	0.0551	0.0285	0	0	0.0281	0.0421	0.9856	0.8256	0	0	0.1034	0.0833	0.2083	0.0098	0.0513	0.0279	0	0	reg oper account	block of flats	0.0215	Panel	No	3	0	3	0	-633	0	0	0	1	0	0	0	0	0	0	0	3
114,133	0	Cash loans	M	N	N	0	90,000	354,276	23,805	292,500	Family	Working	Lower secondary	Civil marriage	House / apartment	0.031329	-10,763	-1,164	-4,828	-3,386	7	1	1	1	1	0	0	Laborers	2	2	2	SUNDAY	10	0	0	0	0	0	Industry: type 4	0.356323	0.162145	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	-1,419	1	0	0	0	0	0	0	0	0	0	0	0
107,781	1	Cash loans	F	N	Y	0	225,000	1,210,054.5	32,580	1,030,500	Unaccompanied	Pensioner	Higher education	Widow	House / apartment	0.072508	-22,382	365,243	-12,703	-3,872	7	1	0	0	1	1	0	Laborers	1	1	1	WEDNESDAY	19	0	0	0	0	0	XNA	0.356323	0.597807	0.427657	0.2639	0.1315	0.9826	0.8232	0	0.32	0.1379	0.625	0.2083	0.1929	0.0504	0.3243	0	0.0026	0.2689	0.1365	0.9826	0.8301	0	0.3222	0.1379	0.625	0.2083	0.1973	0.0551	0.3379	0	0.0027	0.2665	0.1315	0.9826	0.8256	0	0.32	0.1379	0.625	0.2083	0.1963	0.0513	0.3302	0	0.0026	reg oper account	block of flats	0.2557	Panel	No	1	1	1	1	-452	1	0	0	0	0	0	0	0	0	0	0	2
264,857	0	Cash loans	F	N	Y	0	126,000	675,000	46,980	675,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.026392	-18,844	-470	-8,814	-2,343	7	1	1	1	1	1	0	Laborers	2	2	2	THURSDAY	16	0	0	0	0	0	Industry: type 1	0.356323	0.702586	0.707699	0.1237	0	0.9881	0.8232	0	0.12	0.1034	0.375	0.2083	0.239	0.0504	0.1328	0	0	0.1261	0	0.9881	0.8301	0	0.1208	0.1034	0.375	0.2083	0.2445	0.0551	0.1383	0	0	0.1249	0	0.9881	0.8256	0	0.12	0.1034	0.375	0.2083	0.2432	0.0513	0.1351	0	0	reg oper account	block of flats	0.116	Panel	No	9	0	9	0	-1,484	1	0	0	0	0	0	0	0	0	0	0	0
393,349	0	Revolving loans	F	N	Y	0	202,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Widow	Rented apartment	0.035792	-16,018	-128	-7,308	-1,905	7	1	1	0	1	0	0	Sales staff	1	2	2	WEDNESDAY	17	0	0	0	0	0	Realtor	0.321954	0.573851	0.438281	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	-327	0	0	0	0	0	0	0	0	0	0	0	1
419,778	0	Cash loans	M	Y	Y	0	90,000	288,873	16,713	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-14,123	-192	-4,546	-4,599	14	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.522581	0.162442	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	-1,912	0	0	0	1	0	0	0	0	0	0	0	1
215,841	0	Cash loans	M	N	N	0	148,500	254,700	24,939	225,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.072508	-24,750	365,243	-6,319	-6,004	7	1	0	0	1	0	0	Laborers	2	1	1	MONDAY	12	0	0	0	0	0	XNA	0.356323	0.338347	0.670652	0.2632	0.1332	0.9806	0.7348	0.067	0.4264	0.1838	0.4583	0.5	0	0.2138	0.2541	0.0039	0.0029	0.2017	0.1038	0.9806	0.7452	0.0504	0.3222	0.1379	0.4583	0.5	0	0.1754	0.1984	0.0039	0.0011	0.1999	0.1	0.9806	0.7383	0.0506	0.32	0.1379	0.4583	0.5	0	0.1633	0.1956	0.0039	0.0011	reg oper account	block of flats	0.3095	Panel	No	0	0	0	0	-245	0	0	1	0	0	0	0	0	0	0	0	5
383,791	0	Revolving loans	F	N	Y	0	157,500	202,500	10,125	202,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.02461	-16,301	-8,166	-4,636	-1,778	7	1	1	1	1	1	0	IT staff	2	2	2	FRIDAY	17	0	0	0	0	0	Business Entity Type 2	0.76475	0.585174	0.588488	0.0979	0	0.9776	0.8232	0.0117	0	0.1724	0.1667	0.2083	0.0695	0.0752	0.0791	0.0212	0.0229	0.0725	0	0.9767	0.8301	0.0096	0	0.1379	0.1667	0.2083	0.0641	0.0615	0.0659	0.0078	0.0173	0.0989	0	0.9776	0.8256	0.0117	0	0.1724	0.1667	0.2083	0.0707	0.0765	0.0805	0.0214	0.0234	reg oper account	block of flats	0.0585	Block	No	0	0	0	0	-198	0	0	0	0	0	0	0	0	1	8	0	2
189,442	0	Cash loans	M	Y	Y	0	292,500	568,057.5	25,798.5	459,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.010643	-20,436	-1,271	-4,012	-453	5	1	1	0	1	0	0	Managers	2	2	2	TUESDAY	13	0	0	0	1	1	Business Entity Type 3	0.787719	0.716261	0.698668	0.0773	0.0848	0.9836	0.7756	0.0137	0	0.1724	0.1667	0.2083	0.0405	0.0614	0.0681	0.0077	0.0044	0.0788	0.088	0.9836	0.7844	0.0138	0	0.1724	0.1667	0.2083	0.0414	0.067	0.071	0.0078	0.0047	0.0781	0.0848	0.9836	0.7786	0.0138	0	0.1724	0.1667	0.2083	0.0412	0.0624	0.0693	0.0078	0.0045	reg oper account	block of flats	0.062	Panel	No	0	0	0	0	-1,777	1	0	0	0	1	0	0	0	0	0	0	1