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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_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	AMT_REQ_CREDIT_BUREAU_DAY float64 0 4	AMT_REQ_CREDIT_BUREAU_WEEK float64 0 4	AMT_REQ_CREDIT_BUREAU_MON float64 0 17	AMT_REQ_CREDIT_BUREAU_QRT float64 0 6	AMT_REQ_CREDIT_BUREAU_YEAR float64 0 9
251,659	0	Cash loans	F	N	Y	2	112,500	711,072	25,668	540,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.006233	-14,351	-3,592	-2,093	-553	7	1	1	0	1	0	0	Sales staff	3	2	2	WEDNESDAY	12	0	0	0	0	0	0	Self-employed	0.356323	0.406463	0.670652	0.1237	0.1028	0.9806	0.7348	0.1765	0	0.2759	0.1667	0.2083	0	0.0992	0.1042	0.0077	0.0229	0.1261	0.1067	0.9806	0.7452	0.1781	0	0.2759	0.1667	0.2083	0	0.1084	0.1085	0.0078	0.0243	0.1249	0.1028	0.9806	0.7383	0.1776	0	0.2759	0.1667	0.2083	0	0.1009	0.1061	0.0078	0.0234	reg oper account	block of flats	0.0956	Panel	No	1	0	1	0	-1,900	1	0	0	0	0	0	0	0	3
250,645	1	Cash loans	F	N	Y	1	135,000	566,055	22,063.5	472,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.019689	-11,389	-3,760	-275	-1,557	7	1	1	0	1	0	0	Cooking staff	2	2	2	FRIDAY	15	0	0	0	0	0	0	Restaurant	0.356323	0.304654	0.513694	0.1227	0.1536	0.9836	0.7756	0.0193	0	0.2759	0.1667	0.0417	0.0643	0.1	0.1138	0	0	0.125	0.1594	0.9836	0.7844	0.0194	0	0.2759	0.1667	0.0417	0.0658	0.1093	0.1185	0	0	0.1239	0.1536	0.9836	0.7786	0.0194	0	0.2759	0.1667	0.0417	0.0654	0.1018	0.1158	0	0	reg oper account	block of flats	0.0895	Panel	No	4	1	4	1	-285	1	0	0	0	0	0	0	0	6
292,600	0	Cash loans	M	N	N	0	90,000	229,500	8,779.5	229,500	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.032561	-18,337	-674	-5,706	-1,896	7	1	1	0	1	1	0	High skill tech staff	1	1	1	WEDNESDAY	14	0	0	0	0	0	0	Transport: type 4	0.356323	0.657252	0.722393	0.1931	0.1405	0.9767	0.6804	0.0308	0.0932	0.1952	0.2221	0.2638	0.0764	0.1575	0.1827	0	0.0397	0.1176	0.1199	0.9762	0.6864	0.0147	0	0.1379	0.1667	0.2083	0.0619	0.1028	0.1096	0	0.0068	0.1187	0.1155	0.9762	0.678	0.0148	0	0.2069	0.1667	0.2083	0.0639	0.0975	0.1099	0	0.013	reg oper account	block of flats	0.2663	Panel	No	0	0	0	0	-1,979	1	0	0	0	0	0	0	2	3
229,856	0	Cash loans	F	N	Y	0	180,000	500,490	59,526	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-16,041	-1,313	-3,184	-3,436	7	1	1	0	1	0	0	Secretaries	2	2	1	MONDAY	11	0	0	0	0	0	0	Medicine	0.707833	0.718248	0.337673	0.1227	0.1082	0.9791	0.7144	0.0203	0	0.2759	0.1667	0.2083	0.1183	0.1	0.1079	0	0	0.125	0.1123	0.9791	0.7256	0.0205	0	0.2759	0.1667	0.2083	0.121	0.1093	0.1124	0	0	0.1239	0.1082	0.9791	0.7182	0.0205	0	0.2759	0.1667	0.2083	0.1203	0.1018	0.1098	0	0	reg oper account	block of flats	0.0964	Panel	No	5	1	5	1	-648	1	0	0	0	0	0	1	0	2
372,972	0	Cash loans	F	N	N	1	112,500	1,185,282	34,785	1,035,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00496	-17,252	-3,714	-1,528	-710	7	1	1	1	1	1	0	Sales staff	3	2	2	THURSDAY	18	0	0	0	0	0	0	Self-employed	0.356323	0.673227	0.647977	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,508	1	0	0	0	0	0	0	0	0
164,927	0	Cash loans	F	N	Y	0	135,000	966,645	38,466	864,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.025164	-17,557	-3,638	-59	-1,088	7	1	1	0	1	0	1	Laborers	2	2	2	THURSDAY	13	0	0	0	0	0	0	Medicine	0.636065	0.651768	0.78988	0.0722	0.0831	0.9801	0.728	0.0077	0	0.1379	0.1667	0.2083	0.1172	0.0572	0.0455	0.0077	0.0759	0.0735	0.0862	0.9801	0.7387	0.0078	0	0.1379	0.1667	0.2083	0.1199	0.0624	0.0474	0.0078	0.0803	0.0729	0.0831	0.9801	0.7316	0.0078	0	0.1379	0.1667	0.2083	0.1192	0.0581	0.0464	0.0078	0.0775	reg oper spec account	block of flats	0.0523	Stone, brick	No	2	1	2	1	-1,317	1	0	0	0	0	0	0	1	2
231,180	1	Cash loans	F	N	N	0	135,000	450,000	24,426	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.032561	-22,919	365,243	-11,990	-4,142	7	1	0	0	1	1	0	Laborers	1	1	1	MONDAY	16	0	0	0	0	0	0	XNA	0.356323	0.54995	0.7463	0.2554	0.0722	0.9826	0.762	0.0612	0.26	0.1552	0.4688	0.4858	0.0798	0.2331	0.2685	0.0193	0.0341	0.1134	0	0.9826	0.7713	0.0248	0.4028	0.0345	0.4583	0.375	0.0533	0.0964	0.1077	0	0	0.266	0.0473	0.9826	0.7652	0.0632	0.28	0.1207	0.4583	0.5	0.0682	0.3078	0.3585	0.0116	0.0161	reg oper spec account	block of flats	0.2811	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0
136,155	0	Cash loans	M	N	Y	0	270,000	720,000	20,632.5	720,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-15,248	-3,573	-636	-4,591	7	1	1	1	1	0	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.598601	0.517297	0.2598	0.1406	0.9985	0.8232	0	0.28	0.2414	0.3333	0.2083	0.0189	0.0504	0	0	0.0188	0.2647	0.1459	0.9985	0.8301	0	0.282	0.2414	0.3333	0.2083	0.0194	0.0551	0	0	0.0199	0.2623	0.1406	0.9985	0.8256	0	0.28	0.2414	0.3333	0.2083	0.0193	0.0513	0	0	0.0192	reg oper account	block of flats	0.1971	Panel	No	4	0	4	0	0	1	0	0	0	0	0	0	0	0
258,030	0	Cash loans	F	N	Y	0	315,000	755,190	36,459	675,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.072508	-20,815	365,243	-562	-4,328	7	1	0	0	1	1	0	Laborers	2	1	1	FRIDAY	15	0	0	0	0	0	0	XNA	0.356323	0.656448	0.240541	0.3175	0.1389	0.9921	0.8912	0.1486	0.3732	0.1607	0.6667	0.7083	0	0.2499	0.3391	0.0412	0.05	0.2164	0.1048	0.9935	0.9151	0.0754	0.2417	0.1034	0.6667	0.7083	0	0.1855	0.2365	0.0156	0.0048	0.2654	0.1164	0.9935	0.9128	0.135	0.32	0.1379	0.6667	0.7083	0	0.2138	0.2929	0.0194	0.0378	reg oper account	block of flats	0.1795	Panel	No	3	1	3	0	-17	1	0	0	0	0	0	0	0	5
129,218	0	Cash loans	F	N	N	0	135,000	422,892	21,609	382,500	Family	Commercial associate	Higher education	Married	House / apartment	0.00963	-10,925	-2,520	-5,339	-988	7	1	1	0	1	1	0	Core staff	2	2	2	WEDNESDAY	18	0	0	0	0	0	0	Self-employed	0.286841	0.297664	0.560284	0.5268	0.3707	0.9871	0.8232	0	0.56	0.4828	0.3333	0.375	0.2929	0.0504	0.5429	0	0.0048	0.5368	0.3846	0.9871	0.8301	0	0.5639	0.4828	0.3333	0.375	0.2996	0.0551	0.5656	0	0.0051	0.5319	0.3707	0.9871	0.8256	0	0.56	0.4828	0.3333	0.375	0.298	0.0513	0.5526	0	0.0049	reg oper account	block of flats	0.4443	Panel	No	1	0	1	0	-7	1	0	0	0	0	0	0	0	0
330,043	0	Cash loans	M	Y	Y	1	315,000	291,384	23,008.5	270,000	Unaccompanied	Commercial associate	Higher education	Single / not married	With parents	0.010276	-16,044	-669	-2,400	-4,462	4	1	1	0	1	0	0	High skill tech staff	2	2	2	MONDAY	9	0	1	1	1	0	0	Business Entity Type 3	0.356323	0.636183	0.597192	0.0639	0.1242	0.995	0.932	0.116	0	0.1379	0.2083	0.1667	0.0749	0.0513	0.0783	0.0039	0.0084	0.0651	0.1289	0.995	0.9347	0.117	0	0.1379	0.2083	0.1667	0.0766	0.056	0.0815	0.0039	0.0089	0.0645	0.1242	0.995	0.9329	0.1167	0	0.1379	0.2083	0.1667	0.0762	0.0522	0.0797	0.0039	0.0086	org spec account	block of flats	0.0916	Stone, brick	No	1	0	1	0	0	1	0	0	0	0	0	0	0	0
211,636	0	Cash loans	F	N	Y	1	135,000	534,204	42,961.5	495,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010643	-11,745	-1,872	-5,337	-3,661	7	1	1	0	1	0	0	Sales staff	2	2	2	THURSDAY	12	0	0	0	0	0	0	Self-employed	0.345501	0.601283	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	-1,489	1	0	0	0	0	0	1	0	5
240,502	0	Cash loans	F	N	Y	0	157,500	436,032	24,475.5	360,000	Family	State servant	Higher education	Married	House / apartment	0.010006	-16,375	-730	-93	-3,991	7	1	1	1	1	1	0	Core staff	2	2	2	FRIDAY	8	0	0	0	0	0	0	School	0.442043	0.442964	0.733815	0.1186	0.0547	0.9861	0.8096	0.0682	0.08	0.069	0.2917	0.3333	0.0471	0.0967	0.0703	0	0.0145	0.1208	0.0568	0.9861	0.8171	0.0688	0.0806	0.069	0.2917	0.3333	0.0481	0.1056	0.0733	0	0.0153	0.1197	0.0547	0.9861	0.8121	0.0686	0.08	0.069	0.2917	0.3333	0.0479	0.0983	0.0716	0	0.0148	reg oper account	block of flats	0.0958	Panel	No	0	0	0	0	-346	1	0	0	0	0	0	0	0	4
349,059	0	Cash loans	M	Y	Y	1	171,000	247,500	11,668.5	247,500	Family	Working	Secondary / secondary special	Single / not married	House / apartment	0.028663	-9,990	-346	-3,277	-2,597	4	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	8	0	1	1	0	0	0	Business Entity Type 3	0.045424	0.692138	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	-2,898	1	0	0	0	0	0	0	0	0
425,001	1	Cash loans	F	N	Y	1	202,500	742,500	26,433	742,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.018634	-11,914	-1,227	-790	-792	7	1	1	0	1	0	0	Sales staff	3	2	2	WEDNESDAY	18	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.04772	0.276441	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-874	1	0	0	0	0	0	0	1	6
293,654	0	Cash loans	M	Y	N	0	180,000	1,288,350	37,669.5	1,125,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.010032	-15,394	-3,464	-9,520	-4,265	12	1	1	1	1	1	0	Laborers	2	2	2	WEDNESDAY	14	0	0	0	0	1	1	Other	0.356323	0.080363	0.634706	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,224	1	0	0	0	0	0	0	0	1
185,836	0	Cash loans	F	N	Y	0	180,000	239,850	23,364	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.072508	-23,955	-3,540	-8,085	-4,981	7	1	1	0	1	1	0	Managers	1	1	1	WEDNESDAY	18	0	0	0	0	0	0	Medicine	0.356323	0.73902	0.58674	0.1316	0.0669	0.9886	0.8436	0.133	0.2132	0.1034	0.4442	0.4375	0.1247	0.0786	0.1263	0.0077	0.0051	0.0735	0.0476	0.9891	0.8497	0.0921	0.0806	0.069	0.3333	0.375	0	0.0643	0.0661	0.0039	0.003	0.1249	0.0657	0.9891	0.8457	0.1339	0.24	0.1034	0.4583	0.4375	0.1831	0.08	0.1237	0.0078	0.0063	org spec account	block of flats	0.0505	Panel	No	0	0	0	0	-1,609	1	0	0	0	0	0	0	1	2
440,206	0	Cash loans	F	N	Y	2	117,000	276,277.5	17,784	238,500	Spouse, partner	Commercial associate	Incomplete higher	Married	House / apartment	0.030755	-12,159	-4,586	-8,005	-4,223	7	1	1	0	1	0	0	Laborers	4	2	2	MONDAY	16	0	0	0	0	0	0	Other	0.356323	0.433	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	-2,301	1	0	0	0	0	0	1	0	4
436,092	0	Cash loans	F	N	N	0	157,500	417,024	25,200	360,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.031329	-19,104	-2,087	-10,018	-2,642	7	1	1	1	1	1	0	Core staff	1	2	2	MONDAY	10	0	0	0	0	0	0	Trade: type 7	0.252686	0.627668	0.622922	0.0907	0.0275	0.9911	0.8776	0.032	0.08	0.0345	0.6458	0.3542	0.0848	0.0714	0.1021	0.0116	0.0335	0.083	0.0192	0.9861	0.8171	0.0306	0.0806	0.0345	0.625	0.0417	0.0631	0.0725	0.0821	0	0	0.0916	0.0275	0.9911	0.8792	0.0322	0.08	0.0345	0.6458	0.3542	0.0863	0.0727	0.104	0.0116	0.0342	org spec account	block of flats	0.0625	Stone, brick	No	0	0	0	0	-587	1	0	0	0	0	0	4	1	1
106,058	0	Cash loans	F	Y	Y	1	342,000	1,467,612	58,333.5	1,350,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.014464	-14,675	-214	-1,069	-4,870	6	1	1	0	1	0	1	Sales staff	2	2	2	WEDNESDAY	4	0	0	0	0	0	0	Other	0.356323	0.63313	0.687933	0.0928	0.0591	0.9732	0.6328	0.0464	0	0.2069	0.125	0.1667	0.0615	0.074	0.0682	0.0077	0.0294	0.0945	0.0613	0.9732	0.6472	0.0468	0	0.2069	0.125	0.1667	0.0629	0.0808	0.0711	0.0078	0.0311	0.0937	0.0591	0.9732	0.6377	0.0467	0	0.2069	0.125	0.1667	0.0626	0.0752	0.0695	0.0078	0.03	reg oper account	block of flats	0.0601	Mixed	No	3	0	3	0	-1,763	1	0	0	0	0	0	3	0	2
212,224	0	Cash loans	M	Y	N	0	135,000	314,055	17,167.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-13,006	-4,804	-2,026	-4,170	6	1	1	0	1	0	0	Laborers	2	3	3	MONDAY	9	0	0	0	0	0	0	Business Entity Type 2	0.393393	0.625299	0.647977	0.1649	0.1272	0.9836	0.7756	0.0572	0	0.2759	0.1667	0.2083	0.0435	0.0841	0.1076	0	0	0.1681	0.132	0.9836	0.7844	0.0578	0	0.2759	0.1667	0.2083	0.0445	0.0918	0.1122	0	0	0.1665	0.1272	0.9836	0.7786	0.0576	0	0.2759	0.1667	0.2083	0.0443	0.0855	0.1096	0	0	reg oper account	block of flats	0.0847	Panel	No	0	0	0	0	-2,555	0	0	1	0	0	0	1	0	1
208,760	0	Cash loans	F	N	Y	0	180,000	545,040	26,509.5	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.014464	-10,642	-1,821	-699	-2,294	7	1	1	1	1	0	0	Laborers	1	2	2	MONDAY	9	0	0	0	0	0	0	Transport: type 4	0.105675	0.300713	0.659406	0.0825	0.0935	0.9985	0.9796	0.0171	0	0.1379	0.1667	0.2083	0	0.0672	0.0842	0	0	0.084	0.097	0.9985	0.9804	0.0173	0	0.1379	0.1667	0.2083	0	0.0735	0.0877	0	0	0.0833	0.0935	0.9985	0.9799	0.0172	0	0.1379	0.1667	0.2083	0	0.0684	0.0857	0	0	reg oper account	block of flats	0.0662	Mixed	No	0	0	0	0	-989	1	0	0	0	0	0	0	0	2
227,468	0	Cash loans	M	N	N	0	157,500	225,000	17,775	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019101	-12,099	-794	-4,679	-2,521	7	1	1	1	1	0	0	Laborers	2	2	2	FRIDAY	9	1	1	0	1	1	0	Business Entity Type 3	0.176476	0.437666	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	-352	1	0	0	0	0	0	0	0	0
258,753	0	Cash loans	F	N	Y	0	180,000	592,560	30,384	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006207	-19,224	-575	-6,915	-2,750	7	1	1	0	1	0	1	Sales staff	2	2	2	FRIDAY	18	0	0	0	0	0	0	Agriculture	0.356323	0.555756	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	1	6	0	-2,021	1	0	0	0	0	0	0	0	0
175,933	0	Revolving loans	M	Y	Y	0	72,000	135,000	6,750	135,000	Unaccompanied	Working	Incomplete higher	Married	Office apartment	0.019101	-11,498	-201	-5,403	-4,081	10	1	1	1	1	1	0	High skill tech staff	2	2	2	TUESDAY	11	0	0	0	0	0	0	Telecom	0.385694	0.492403	0.477649	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,232	0	0	0	0	0	0	0	0	0
328,525	0	Cash loans	M	Y	N	1	315,000	630,000	40,261.5	630,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.072508	-12,315	-4,560	-6,410	-4,520	3	1	1	1	1	1	1	Accountants	2	1	1	FRIDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.189071	0.728889	0.237916	0.167	0.11	0.9801	0.728	0	0.18	0.1552	0.3333	0	0	0.1362	0.1497	0	0.0872	0.1134	0.0474	0.9801	0.7387	0	0.1208	0.1034	0.3333	0	0	0.0992	0.0935	0	0.0023	0.1686	0.11	0.9801	0.7316	0	0.18	0.1552	0.3333	0	0	0.1385	0.1524	0	0.089	reg oper spec account	block of flats	0.1936	Stone, brick	No	0	0	0	0	-768	1	0	0	0	0	0	0	0	2
165,322	0	Cash loans	F	N	Y	0	247,500	983,299.5	41,661	904,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.010032	-13,656	-2,095	-3,879	-2,560	7	1	1	1	1	1	0	Accountants	2	2	2	TUESDAY	9	0	0	0	0	0	0	Government	0.52708	0.615567	0.347418	0.0515	0.0928	0.9742	0.8232	0	0	0.1379	0.1458	0.2083	0	0.0504	0.0546	0	0.0873	0.0326	0.0885	0.9702	0.8301	0	0	0.1379	0.125	0.2083	0	0.0551	0.045	0	0.0815	0.052	0.0928	0.9742	0.8256	0	0	0.1379	0.1458	0.2083	0	0.0513	0.0556	0	0.0891	reg oper account	block of flats	0.0552	Stone, brick	No	0	0	0	0	-638	1	0	0	0	0	0	0	3	5
351,174	0	Cash loans	F	N	N	0	90,000	332,473.5	18,693	274,500	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.020713	-20,010	-6,269	-9,344	-3,395	7	1	1	0	1	0	0	High skill tech staff	2	3	2	TUESDAY	7	0	0	0	0	0	0	Medicine	0.356323	0.632317	0.569149	0.133	0.1493	0.9786	0.7076	0.0161	0	0.2759	0.1667	0.2083	0.0937	0.1084	0.1194	0	0	0.1355	0.1549	0.9786	0.719	0.0162	0	0.2759	0.1667	0.2083	0.0958	0.1185	0.1244	0	0	0.1343	0.1493	0.9786	0.7115	0.0162	0	0.2759	0.1667	0.2083	0.0953	0.1103	0.1216	0	0	not specified	block of flats	0.1027	Stone, brick	No	13	0	13	0	-1,763	1	0	0	0	0	0	0	0	2
180,942	0	Revolving loans	M	Y	Y	0	216,000	180,000	9,000	180,000	Family	Working	Higher education	Single / not married	House / apartment	0.028663	-9,731	-268	-1,466	-2,348	8	1	1	0	1	0	0	Managers	1	2	2	FRIDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.157772	0.387625	0.1206	0.1414	0.9881	0.8368	0.0212	0	0.2759	0.2083	0.25	0.0607	0.0975	0.1269	0.0039	0.0038	0.1229	0.1467	0.9881	0.8432	0.0214	0	0.2759	0.2083	0.25	0.0621	0.1065	0.1322	0.0039	0.004	0.1218	0.1414	0.9881	0.839	0.0214	0	0.2759	0.2083	0.25	0.0617	0.0992	0.1292	0.0039	0.0039	reg oper account	block of flats	0.1123	Stone, brick	No	11	1	11	1	-493	0	0	0	0	0	0	0	0	1
430,058	0	Cash loans	M	N	N	0	184,500	755,190	34,992	675,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.003813	-11,742	-1,312	-2,362	-4,109	7	1	1	0	1	0	0	Managers	2	2	2	FRIDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.494295	0.546023	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-2,225	1	0	0	0	0	1	0	0	0
387,323	0	Cash loans	M	Y	Y	1	225,000	1,755,000	46,426.5	1,755,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.018209	-15,193	-679	-378	-4,130	10	1	1	1	1	1	0	Laborers	3	3	3	THURSDAY	9	0	0	0	0	1	1	Housing	0.356323	0.534541	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	3	0	3	0	0	1	0	0	0	0	0	3	0	1
400,437	0	Cash loans	F	N	Y	0	135,000	549,882	17,869.5	459,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.022625	-21,950	365,243	-11,826	-4,806	7	1	0	0	1	1	0	Laborers	2	2	2	SATURDAY	12	0	0	0	0	0	0	XNA	0.736099	0.705052	0.477649	0.0588	0.0766	0.9841	0.7824	0.0355	0	0.1724	0.1667	0.0417	0.0147	0.0479	0.0438	0	0.1169	0.0599	0.0795	0.9841	0.7909	0.0359	0	0.1724	0.1667	0.0417	0.0151	0.0523	0.0456	0	0.1238	0.0593	0.0766	0.9841	0.7853	0.0358	0	0.1724	0.1667	0.0417	0.015	0.0487	0.0446	0	0.1194	not specified	block of flats	0.0599	Panel	No	0	0	0	0	-2,722	1	0	0	0	0	0	0	0	3
189,323	0	Cash loans	M	Y	Y	0	112,500	239,850	25,960.5	225,000	Spouse, partner	Pensioner	Secondary / secondary special	Married	House / apartment	0.04622	-24,647	365,243	-7,449	-4,081	14	1	0	0	1	1	0	Laborers	2	1	1	FRIDAY	13	0	0	0	0	0	0	XNA	0.356323	0.726723	0.750375	0.2608	0.2217	0.9871	0.8232	0.4571	0.16	0.1379	0.3333	0.375	0.3786	0.211	0.2623	0.0077	0.2005	0.2658	0.2301	0.9871	0.8301	0.4613	0.1611	0.1379	0.3333	0.375	0.3873	0.2305	0.2733	0.0078	0.2123	0.2634	0.2217	0.9871	0.8256	0.46	0.16	0.1379	0.3333	0.375	0.3852	0.2146	0.267	0.0078	0.2047	reg oper spec account	block of flats	0.2499	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	1	0	0
368,674	0	Cash loans	F	N	Y	1	171,000	1,256,400	40,657.5	900,000	Family	Working	Higher education	Married	House / apartment	0.010032	-13,884	-1,467	-5,243	-3,971	7	1	1	0	1	0	0	Core staff	3	2	2	THURSDAY	11	0	0	0	0	0	0	Advertising	0.724175	0.515299	0.798137	0.1928	0	0.9811	0.8232	0	0	0.0345	0.1667	0.2083	0	0.0504	0.0671	0	0.0443	0.1964	0	0.9811	0.8301	0	0	0.0345	0.1667	0.2083	0	0.0551	0.07	0	0.0469	0.1947	0	0.9811	0.8256	0	0	0.0345	0.1667	0.2083	0	0.0513	0.0683	0	0.0452	reg oper account	block of flats	0.0528	Panel	No	4	1	4	0	-922	1	0	0	0	0	0	0	0	0
267,214	0	Cash loans	M	N	Y	0	202,500	90,000	6,219	90,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-12,322	-3,424	-6,212	-2,826	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.116691	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	1	0	1	0	-605	1	0	0	0	0	0	0	2	6
235,935	0	Cash loans	M	Y	Y	0	157,500	679,896	41,724	630,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.072508	-17,876	-171	-4,677	-1,423	5	1	1	0	1	1	0	Laborers	1	1	1	WEDNESDAY	16	0	0	0	0	0	0	Other	0.705921	0.810809	0.793449	0.1412	0.1001	0.9806	0.7348	0	0.1864	0.1434	0.4792	0.5208	0.0374	0.1152	0.1313	0	0.0085	0.1134	0.0974	0.9782	0.7125	0	0.1611	0.1379	0.3333	0.375	0.0554	0.0992	0.1068	0	0.0129	0.1286	0.0939	0.9806	0.7383	0	0.16	0.1379	0.4792	0.5208	0.0409	0.1056	0.1139	0	0.0124	reg oper account	block of flats	0.0832	Panel	No	0	0	0	0	-2,057	0	0	1	0	0	0	0	2	2
160,583	0	Cash loans	F	N	Y	1	157,500	760,225.5	32,337	679,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.031329	-16,253	-7,444	-4,335	-4,676	7	1	1	0	1	0	0	Core staff	3	2	2	THURSDAY	12	0	0	0	0	0	0	School	0.760959	0.639562	0.715103	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	9	1	9	0	-433	1	0	0	0	0	0	0	1	3
283,052	0	Cash loans	M	Y	Y	0	157,500	355,536	19,417.5	270,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.035792	-9,958	-1,555	-4,524	-2,591	2	1	1	0	1	0	0	Drivers	1	2	2	FRIDAY	11	0	0	0	0	0	0	Kindergarten	0.356323	0.59606	0.52989	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,674	0	0	1	0	1	0	0	0	3
324,934	0	Cash loans	F	N	N	0	92,250	453,514.5	17,640	391,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.020246	-21,274	365,243	-507	-4,532	7	1	0	0	1	0	0	Laborers	1	3	3	THURSDAY	11	0	0	0	0	0	0	XNA	0.356323	0.115415	0.081186	0.0309	0	0.9603	0.8232	0	0	0.1724	0.0833	0.2083	0	0.0504	0.0199	0	0	0.0315	0	0.9603	0.8301	0	0	0.1724	0.0833	0.2083	0	0.0551	0.0207	0	0	0.0312	0	0.9603	0.8256	0	0	0.1724	0.0833	0.2083	0	0.0513	0.0202	0	0	reg oper account	block of flats	0	Stone, brick	No	0	0	0	0	-2	0	1	0	0	0	0	0	0	0
141,003	0	Cash loans	M	Y	N	0	144,000	450,000	24,543	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.031329	-17,238	-3,274	-2,906	-779	21	1	1	1	1	1	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	1	1	Other	0.356323	0.724035	0.174564	0.0082	0	0.9672	0.5512	0.0012	0	0.0345	0.0417	0.0833	0.0136	0.0067	0.0072	0	0	0.0084	0	0.9672	0.5688	0.0012	0	0.0345	0.0417	0.0833	0.0139	0.0073	0.0075	0	0	0.0083	0	0.9672	0.5572	0.0012	0	0.0345	0.0417	0.0833	0.0138	0.0068	0.0074	0	0	reg oper account	block of flats	0.0063	Stone, brick	No	1	0	1	0	-1,500	1	0	0	0	0	1	0	0	1
330,491	0	Revolving loans	F	N	Y	2	112,500	247,500	12,375	247,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.018801	-13,244	-318	-533	-3,730	7	1	1	0	1	0	0	High skill tech staff	4	2	2	TUESDAY	13	0	0	0	1	1	0	Trade: type 6	0.695299	0.620208	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	2	0	2	0	-1,095	0	0	0	0	0	0	0	1	1
358,295	0	Cash loans	F	N	Y	0	292,500	1,211,049	35,541	1,057,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-18,714	-9,775	-3,508	-2,250	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	1	1	Industry: type 9	0.701673	0.65555	0.644679	0.0165	0.0367	0.9916	0.8232	0	0	0.069	0.0692	0.2083	0.0104	0.0504	0.0117	0	0.0065	0.0189	0.0294	0.9881	0.8301	0	0	0.069	0.0833	0.2083	0.0089	0.0551	0.0071	0	0	0.0187	0.0406	0.993	0.8256	0	0	0.069	0.0833	0.2083	0.0106	0.0513	0.0144	0	0.0063	reg oper account	block of flats	0.02	Stone, brick	No	1	0	1	0	-18	1	0	0	0	0	0	0	0	0
289,135	0	Cash loans	M	Y	N	0	180,000	253,377	13,063.5	211,500	Unaccompanied	State servant	Higher education	Single / not married	With parents	0.002134	-9,492	-679	-966	-2,162	8	1	1	0	1	0	0	Laborers	1	3	3	WEDNESDAY	11	0	0	0	0	1	1	Other	0.356323	0.375853	0.152866	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-615	1	0	0	0	0	0	0	0	3
394,877	0	Revolving loans	F	N	N	0	63,000	900,000	45,000	900,000	Children	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.02461	-18,465	365,243	-419	-2,002	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	13	0	0	0	0	0	0	XNA	0.356323	0.741845	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	-107	0	0	0	0	0	0	0	0	0
201,239	0	Cash loans	F	Y	Y	0	382,500	1,312,110	52,168.5	1,125,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-16,972	-1,073	-6,528	-164	8	1	1	0	1	1	0	Laborers	2	1	1	SATURDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.747569	0.736623	0.0311	0.0506	0.9553	0.8232	0	0.16	0.1607	0.2083	0.2083	0	0.0504	0.0438	0	0.0444	0	0	0.9434	0.8301	0	0	0.069	0.0833	0.2083	0	0.0551	0	0	0	0.0026	0	0.9608	0.8256	0	0.16	0.1379	0.25	0.2083	0	0.0513	0.0047	0	0.0215	reg oper account	block of flats	0	Stone, brick	No	2	0	2	0	-1,707	1	0	0	0	0	0	1	0	4
332,198	0	Cash loans	F	N	Y	0	54,000	229,230	22,329	202,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.010556	-23,928	365,243	-4,401	-3,282	7	1	0	0	1	0	0	Laborers	2	3	3	THURSDAY	14	0	0	0	0	0	0	XNA	0.87253	0.117507	0.678568	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,228	1	0	0	0	0	0	0	0	2
129,004	0	Cash loans	M	Y	N	1	81,000	269,982	28,480.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00496	-17,248	-172	-6,402	-799	17	1	1	0	1	0	0	Sales staff	3	2	2	WEDNESDAY	12	0	0	0	0	0	0	Self-employed	0.356323	0.665922	0.802745	0.0673	0	0.9816	0.8232	0	0	0.2069	0.1458	0.2083	0	0.0504	0.0424	0	0	0.0504	0	0.9816	0.8301	0	0	0.2069	0.125	0.2083	0	0.0551	0.032	0	0	0.064	0	0.9816	0.8256	0	0	0.2069	0.1458	0.2083	0	0.0513	0.0347	0	0	reg oper account	block of flats	0.0407	Panel	No	0	0	0	0	-2,263	1	0	0	0	0	0	0	2	1
331,804	0	Cash loans	M	Y	Y	1	333,000	337,500	20,394	337,500	Family	Commercial associate	Higher education	Married	House / apartment	0.008625	-13,470	-594	-493	-4,227	5	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	16	0	0	0	0	0	0	Self-employed	0.453102	0.632002	0.239226	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-413	1	0	0	0	0	0	1	0	0
364,692	0	Cash loans	M	Y	Y	2	202,500	495,351	29,497.5	459,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.031329	-13,434	-4,101	-2,432	-3,253	17	1	1	0	1	0	0	Laborers	4	2	2	MONDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.393321	0.55568	0.7463	0.1402	0	0.9856	0.8232	0	0	0.0345	0.1667	0.2083	0.0857	0.0504	0.0427	0	0	0.1429	0	0.9856	0.8301	0	0	0.0345	0.1667	0.2083	0.0877	0.0551	0.0445	0	0	0.1416	0	0.9856	0.8256	0	0	0.0345	0.1667	0.2083	0.0872	0.0513	0.0435	0	0	reg oper account	block of flats	0.0556	Block	No	2	0	2	0	-1,132	1	0	0	0	0	0	0	0	0
335,998	0	Cash loans	M	N	N	2	135,000	544,491	14,490	454,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.006207	-13,669	-225	-358	-1,695	7	1	1	1	1	1	0	Managers	4	2	2	MONDAY	11	0	0	0	0	0	0	Construction	0.356323	0.694978	0.384207	0.1464	0	0.998	0.9728	0.0606	0.12	0.1034	0.375	0.4167	0.0955	0.1177	0.1234	0.0077	0.0157	0.1492	0	0.998	0.9739	0.0612	0.1208	0.1034	0.375	0.4167	0.0977	0.1286	0.1285	0.0078	0.0167	0.1478	0	0.998	0.9732	0.061	0.12	0.1034	0.375	0.4167	0.0971	0.1197	0.1256	0.0078	0.0161	org spec account	block of flats	0.1336	Panel	No	4	0	4	0	-1,245	1	0	0	0	0	0	0	1	1
151,295	0	Cash loans	F	Y	Y	0	157,500	942,300	30,528	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-15,904	-3,163	-8,709	-4,582	11	1	1	0	1	1	0	Sales staff	2	2	2	SATURDAY	12	0	0	0	0	0	0	Self-employed	0.614058	0.603744	0.326475	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,079	1	0	0	0	0	0	0	0	3
361,686	0	Cash loans	F	Y	Y	2	202,500	1,125,000	47,664	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-13,285	-361	-3,674	-3,667	3	1	1	0	1	0	0	Medicine staff	4	2	2	THURSDAY	19	0	0	0	0	0	0	Industry: type 9	0.809286	0.626687	0.345785	0.1196	0.0682	0.9781	0.8232	0	0	0.0345	0.1667	0.2083	0.0408	0.0504	0.0508	0	0	0.1218	0.0708	0.9782	0.8301	0	0	0.0345	0.1667	0.2083	0.0417	0.0551	0.0529	0	0	0.1207	0.0682	0.9781	0.8256	0	0	0.0345	0.1667	0.2083	0.0415	0.0513	0.0517	0	0	reg oper account	block of flats	0.0523	Stone, brick	No	0	0	0	0	-1,587	1	0	0	0	0	0	0	1	2
396,074	0	Cash loans	M	Y	Y	0	157,500	979,992	28,782	702,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	Rented apartment	0.018634	-10,900	-1,149	-10,867	-3,430	36	1	1	0	1	0	0	Laborers	1	2	2	FRIDAY	17	0	0	0	1	1	0	Business Entity Type 3	0.197151	0.605448	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	-2,502	1	0	0	0	0	0	1	0	7
372,626	0	Cash loans	F	N	Y	0	90,000	254,700	14,751	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.04622	-20,321	365,243	-5,242	-3,713	7	1	0	0	1	1	0	Laborers	2	1	1	MONDAY	14	0	0	0	0	0	0	XNA	0.356323	0.736295	0.577969	0.066	0.0939	0.9712	0.6056	0.0166	0	0.1379	0.1667	0.2083	0.0856	0.0471	0.0823	0.0309	0.1355	0.0672	0.0974	0.9712	0.621	0.0167	0	0.1379	0.1667	0.2083	0.0876	0.0514	0.0858	0.0311	0.1434	0.0666	0.0939	0.9712	0.6109	0.0167	0	0.1379	0.1667	0.2083	0.0871	0.0479	0.0838	0.0311	0.1383	reg oper account	block of flats	0.1032	Stone, brick	No	0	0	0	0	0	0	1	0	0	0	0	0	0	0
223,973	0	Cash loans	F	Y	Y	0	112,500	454,500	46,701	454,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-14,271	-727	-8,077	-1,144	2	1	1	0	1	0	0	HR staff	2	2	2	FRIDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.611466	0.695701	0.113196	0.2227	0	0.9836	0.8232	0	0.24	0.2069	0.3333	0.2083	0	0.0504	0	0	0	0.2269	0	0.9836	0.8301	0	0.2417	0.2069	0.3333	0.2083	0	0.0551	0	0	0	0.2248	0	0.9836	0.8256	0	0.24	0.2069	0.3333	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.2261	Panel	No	1	0	1	0	-1,011	1	0	0	0	0	0	0	0	0
199,209	0	Cash loans	F	N	Y	0	112,500	808,650	23,773.5	675,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.009175	-19,905	-2,265	-8,853	-3,447	7	1	1	0	1	0	0	Sales staff	1	2	2	TUESDAY	11	0	0	0	0	0	0	Self-employed	0.356323	0.626323	0.7463	0.0722	0.0696	0.9881	0.8232	0	0.08	0.069	0.3333	0.2083	0.1023	0.0504	0.0885	0	0.0814	0.0735	0.0723	0.9881	0.8301	0	0.0806	0.069	0.3333	0.2083	0.1046	0.0551	0.0922	0	0.0862	0.0729	0.0696	0.9881	0.8256	0	0.08	0.069	0.3333	0.2083	0.1041	0.0513	0.09	0	0.0831	reg oper account	block of flats	0.075	Panel	No	2	2	2	2	-1	1	0	0	0	0	1	0	0	3
454,901	0	Cash loans	F	N	N	1	202,500	135,000	10,953	135,000	Children	Working	Incomplete higher	Married	With parents	0.030755	-11,233	-1,366	-4,983	-1,856	7	1	1	0	1	0	0	Managers	3	2	2	TUESDAY	20	1	1	0	1	1	0	Trade: type 3	0.356323	0.068205	0.245851	0.1835	0.1328	0.9861	0.8096	0.0398	0.2	0.1724	0.3333	0.375	0.1215	0.1488	0.1831	0.0039	0.0022	0.187	0.1378	0.9861	0.8171	0.0401	0.2014	0.1724	0.3333	0.375	0.1243	0.1625	0.1908	0.0039	0.0023	0.1853	0.1328	0.9861	0.8121	0.04	0.2	0.1724	0.3333	0.375	0.1236	0.1513	0.1864	0.0039	0.0023	reg oper spec account	block of flats	0.1664	Panel	No	0	0	0	0	-432	1	0	0	0	0	0	0	0	0
454,324	0	Cash loans	F	N	Y	0	112,500	533,668.5	21,294	477,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.022625	-22,247	-1,082	-2,192	-4,220	7	1	1	0	1	1	0	Sales staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.412989	0.470456	0.2598	0.1512	0.9831	0.7688	0.0491	0.28	0.2414	0.3333	0.375	0.138	0.2118	0.2661	0	0	0.2647	0.1569	0.9831	0.7779	0.0495	0.282	0.2414	0.3333	0.375	0.1411	0.2314	0.2772	0	0	0.2623	0.1512	0.9831	0.7719	0.0494	0.28	0.2414	0.3333	0.375	0.1404	0.2155	0.2709	0	0	reg oper account	block of flats	0.2334	Panel	No	6	1	6	1	-376	1	0	0	0	0	0	0	0	1
314,976	0	Cash loans	M	N	Y	0	54,000	225,171	14,517	171,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.031329	-20,018	-1,831	-3,288	-3,288	7	1	1	0	1	0	0	Security staff	1	2	2	MONDAY	9	0	0	0	0	0	0	Government	0.356323	0.54566	0.782608	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	-1,069	1	0	0	0	0	0	1	0	1
184,602	0	Cash loans	F	Y	N	0	112,500	225,000	18,040.5	225,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	Municipal apartment	0.0105	-14,536	-623	-506	-3,033	15	1	1	1	1	0	0	Laborers	2	3	3	WEDNESDAY	12	0	0	0	0	1	1	Agriculture	0.356323	0.173405	0.239226	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	1	2	1	-309	1	0	0	0	0	0	0	0	3
265,592	0	Cash loans	F	Y	Y	0	292,500	2,013,840	55,507.5	1,800,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006207	-22,051	365,243	-110	-4,034	16	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	17	0	0	0	0	0	0	XNA	0.356323	0.358322	0.171468	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,486	1	0	0	0	0	0	0	0	3
378,159	0	Cash loans	F	N	Y	0	54,000	257,391	18,040.5	238,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.018029	-22,425	365,243	-9,154	-4,045	7	1	0	0	1	0	0	Laborers	1	3	3	TUESDAY	6	0	0	0	0	0	0	XNA	0.356323	0.300731	0.7463	0.0825	0.0803	0.9776	0.694	0.0642	0	0.1379	0.1667	0.2083	0.0739	0.0672	0.0765	0	0	0.084	0.0833	0.9777	0.706	0.0648	0	0.1379	0.1667	0.2083	0.0756	0.0735	0.0797	0	0	0.0833	0.0803	0.9776	0.6981	0.0646	0	0.1379	0.1667	0.2083	0.0752	0.0684	0.0779	0	0	reg oper account	block of flats	0.0953	Panel	No	0	0	0	0	-2,202	1	0	0	0	0	0	1	2	1
380,362	0	Cash loans	F	N	Y	1	90,000	364,896	16,200	315,000	Spouse, partner	Working	Higher education	Married	House / apartment	0.018029	-10,583	-502	-7,534	-3,048	7	1	1	1	1	0	0	High skill tech staff	3	3	3	SATURDAY	8	0	0	0	1	1	0	Industry: type 11	0.356323	0.288005	0.387625	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	4	0	-259	1	0	0	0	0	0	0	1	2
262,735	0	Cash loans	M	Y	Y	0	135,000	945,000	27,760.5	945,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.005144	-21,600	-95	-4,690	-4,689	9	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	17	0	0	0	0	0	0	Government	0.356323	0.603833	0.819318	0.033	0.0763	0.9632	0.4968	0.0096	0	0.1379	0.125	0.1667	0.0629	0.0261	0.0357	0.0039	0.006	0.0336	0.0792	0.9633	0.5165	0.0096	0	0.1379	0.125	0.1667	0.0643	0.0285	0.0372	0.0039	0.0064	0.0333	0.0763	0.9632	0.5035	0.0096	0	0.1379	0.125	0.1667	0.064	0.0265	0.0363	0.0039	0.0061	reg oper account	block of flats	0.0346	Stone, brick	No	3	1	3	1	-1,274	1	0	0	0	0	0	0	0	4
291,444	0	Cash loans	F	N	Y	0	112,500	1,255,680	41,629.5	1,125,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.00733	-19,852	-1,321	-1,091	-3,381	7	1	1	0	1	0	0	Low-skill Laborers	2	2	2	THURSDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.279235	0.406617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,665	1	0	0	0	0	0	0	0	0
327,778	0	Cash loans	M	N	N	0	225,000	315,000	16,132.5	315,000	Unaccompanied	Commercial associate	Higher education	Married	Rented apartment	0.031329	-9,581	-947	-4,262	-2,225	7	1	1	1	1	0	0	Core staff	2	2	2	WEDNESDAY	13	0	0	0	0	0	0	Business Entity Type 2	0.590591	0.6643	0.7463	0.4196	0.3117	0.9861	0.8096	0	0.48	0.4138	0.3333	0.0417	0.302	0.3404	0.2893	0.0077	0.0127	0.4275	0.3235	0.9861	0.8171	0	0.4834	0.4138	0.3333	0.0417	0.3089	0.3719	0.3014	0.0078	0.0135	0.4237	0.3117	0.9861	0.8121	0	0.48	0.4138	0.3333	0.0417	0.3072	0.3463	0.2945	0.0078	0.013	org spec account	block of flats	0.3638	Panel	No	0	0	0	0	-640	0	0	1	0	0	0	0	1	2
303,965	0	Cash loans	F	N	Y	2	112,500	942,300	30,528	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019689	-16,572	-1,730	-1,978	-131	7	1	1	0	1	0	0	Security staff	4	2	2	SATURDAY	13	0	0	0	0	1	1	Other	0.356323	0.036284	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	0
294,822	0	Cash loans	M	N	Y	0	225,000	755,190	36,328.5	675,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.030755	-19,295	365,243	-10,204	-2,840	7	1	0	0	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	0	XNA	0.356323	0.591255	0.307737	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-586	0	1	0	0	0	0	0	0	2
440,639	0	Cash loans	M	N	N	1	72,000	207,306	10,984.5	148,500	Spouse, partner	Working	Secondary / secondary special	Married	Rented apartment	0.031329	-16,498	-686	-2,852	-55	7	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	11	0	0	0	0	1	1	Transport: type 4	0.356323	0.623699	0.294083	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-353	1	0	0	0	0	0	0	0	4
123,353	1	Cash loans	F	N	N	0	90,000	976,077	52,128	922,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.031329	-15,147	-6,299	-420	-4,598	7	1	1	0	1	1	0	Medicine staff	2	2	2	MONDAY	14	0	0	0	0	0	0	Medicine	0.356323	0.60286	0.517297	0.2227	0.1572	0.9836	0.7756	0.034	0.24	0.2069	0.3333	0.375	0.1132	0.1816	0.2274	0	0	0.2269	0.1632	0.9836	0.7844	0.0343	0.2417	0.2069	0.3333	0.375	0.1158	0.1983	0.237	0	0	0.2248	0.1572	0.9836	0.7786	0.0342	0.24	0.2069	0.3333	0.375	0.1152	0.1847	0.2315	0	0	reg oper account	block of flats	0.1975	Block	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0
199,718	0	Cash loans	M	N	Y	1	135,000	675,000	21,775.5	675,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007114	-11,678	-932	-4,929	-4,074	7	1	1	1	1	1	1	High skill tech staff	3	2	2	FRIDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.567878	0.413597	0.0165	0	0.9682	0.8232	0	0.04	0.0345	0.0417	0.2083	0.0404	0.0504	0.0118	0	0	0.0168	0	0.9682	0.8301	0	0.0403	0.0345	0.0417	0.2083	0.0414	0.0551	0.0122	0	0	0.0167	0	0.9682	0.8256	0	0.04	0.0345	0.0417	0.2083	0.0412	0.0513	0.012	0	0	reg oper account	block of flats	0.0103	Wooden	No	0	0	0	0	-547	1	0	0	0	0	0	0	1	2
374,444	0	Cash loans	F	N	Y	0	180,000	754,740	24,345	630,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.019101	-15,713	365,243	-3,286	-3,358	7	1	0	0	1	1	0	Laborers	2	2	2	MONDAY	8	0	0	0	0	0	0	XNA	0.356323	0.232247	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	-562	0	1	0	0	0	0	0	0	0
338,693	0	Cash loans	F	N	Y	0	157,500	239,850	23,850	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.008474	-24,680	365,243	-2,566	-4,414	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	12	0	0	0	0	0	0	XNA	0.356323	0.479452	0.474051	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-148	1	0	0	0	0	0	0	0	2
288,001	0	Cash loans	F	N	Y	1	202,500	668,304	34,254	540,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.0228	-10,765	-571	-2,198	-2,630	7	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	9	0	0	0	0	0	0	Self-employed	0.356323	0.57585	0.7463	0.0093	0	0.9603	0.8232	0	0	0.069	0.0417	0.2083	0.0205	0.0504	0.0079	0	0	0.0095	0	0.9603	0.8301	0	0	0.069	0.0417	0.2083	0.0209	0.0551	0.0082	0	0	0.0094	0	0.9603	0.8256	0	0	0.069	0.0417	0.2083	0.0208	0.0513	0.008	0	0	reg oper account	block of flats	0.0083	Wooden	No	2	1	2	1	0	1	0	0	0	0	0	0	0	0
139,524	1	Cash loans	F	Y	N	1	112,500	521,280	25,209	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0228	-13,053	-6,467	-6,056	-5,227	18	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	14	0	0	0	0	0	0	Industry: type 3	0.356323	0.263241	0.590233	0.2423	0.0556	0.9841	0.8232	0	0.08	0.069	0.3333	0.2083	0.0738	0.0504	0.1135	0	0.0141	0.2468	0.0577	0.9841	0.8301	0	0.0806	0.069	0.3333	0.2083	0.0755	0.0551	0.1183	0	0.0149	0.2446	0.0556	0.9841	0.8256	0	0.08	0.069	0.3333	0.2083	0.0751	0.0513	0.1156	0	0.0144	reg oper account	block of flats	0.1085	Stone, brick	No	0	0	0	0	-2,356	1	0	0	0	0	0	0	0	2
315,523	0	Cash loans	F	N	N	0	90,000	212,656.5	14,931	193,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-19,341	-2,287	-10,484	-2,875	7	1	1	0	1	0	0	Cleaning staff	2	2	2	WEDNESDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.297431	0.680139	0.0825	0.0227	0.9732	0.6328	0.0072	0	0.1379	0.1667	0.2083	0.05	0.0672	0.0635	0	0	0.084	0.0235	0.9732	0.6472	0.0073	0	0.1379	0.1667	0.2083	0.0511	0.0735	0.0662	0	0	0.0833	0.0227	0.9732	0.6377	0.0073	0	0.1379	0.1667	0.2083	0.0508	0.0684	0.0646	0	0	reg oper account	block of flats	0.0553	Block	No	1	0	1	0	0	1	0	0	0	0	0	0	0	1
261,837	0	Cash loans	F	Y	N	2	126,000	312,768	13,378.5	270,000	Children	State servant	Secondary / secondary special	Married	Municipal apartment	0.032561	-10,603	-3,709	-9,745	-2,474	4	1	1	0	1	0	0	Core staff	4	1	1	TUESDAY	19	0	0	0	0	0	0	Police	0.333156	0.622014	0.4171	0.0206	0.0894	0.9861	0.8096	0	0.16	0.069	0.4583	0.2083	0.0363	0.0504	0.2326	0	0	0.021	0.0927	0.9861	0.8171	0	0.1611	0.069	0.4583	0.2083	0.0371	0.0551	0.2423	0	0	0.0208	0.0894	0.9861	0.8121	0	0.16	0.069	0.4583	0.2083	0.0369	0.0513	0.2368	0	0	reg oper account	block of flats	0.1868	Panel	No	1	0	1	0	-589	1	0	0	0	0	0	0	0	4
246,637	0	Cash loans	F	N	Y	2	225,000	1,575,000	43,312.5	1,575,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.072508	-13,148	-1,246	-7,245	-5,482	7	1	1	0	1	1	0	Managers	3	1	1	FRIDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.66763	0.749623	0.567379	0.1781	0.1051	0.9821	0.7552	0.0302	0.2	0.1586	0.4417	0.4833	0.0196	0.1452	0.1718	0	0.0566	0.2216	0.0326	0.9786	0.719	0.0258	0.2417	0.2069	0.3333	0.375	0	0.1938	0.0997	0	0	0.2196	0.1332	0.9786	0.7115	0.0309	0.24	0.2069	0.3333	0.375	0.0248	0.1804	0.2095	0	0.0297	reg oper account	block of flats	0.166	Panel	No	0	0	0	0	-2,187	1	0	0	0	0	0	0	1	4
360,253	0	Cash loans	M	N	N	0	67,500	93,829.5	9,985.5	81,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-16,021	-5,962	-1,626	-4,950	7	1	1	1	1	1	0	Sales staff	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Self-employed	0.524019	0.587598	0.703203	0.0859	0.0765	0.9767	0.6804	0.011	0.04	0.1493	0.2221	0.2083	0.0172	0.0454	0.0748	0	0.0121	0.0567	0.0374	0.9767	0.6929	0.0085	0.0403	0.2069	0.1667	0.2083	0.0075	0.0496	0.0438	0	0	0.0999	0.0821	0.9767	0.6847	0.0113	0.04	0.2069	0.1667	0.2083	0.0213	0.0462	0.0921	0	0.0183	reg oper account	block of flats	0.037	Block	No	3	0	3	0	-646	1	0	0	0	0	0	0	2	1
201,611	0	Cash loans	M	Y	Y	0	288,000	521,280	47,938.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.035792	-9,659	-2,050	-2,430	-2,338	1	1	1	0	1	0	0	Managers	2	2	2	WEDNESDAY	13	0	0	0	0	0	0	Hotel	0.222781	0.621459	0.358951	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,075	0	0	1	0	0	0	0	2	1
100,476	0	Cash loans	M	Y	Y	1	225,000	509,922	31,324.5	472,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008625	-18,469	-304	-9,289	-1,992	3	1	1	0	1	1	0	Laborers	3	2	2	TUESDAY	10	0	1	1	0	1	1	Other	0.356323	0.36602	0.528093	0.1113	0.0744	0.9846	0.8232	0	0.12	0.1034	0.3333	0.2083	0.0141	0.0504	0.1142	0	0.0003	0.1134	0.0772	0.9846	0.8301	0	0.1208	0.1034	0.3333	0.2083	0.0144	0.0551	0.119	0	0.0003	0.1124	0.0744	0.9846	0.8256	0	0.12	0.1034	0.3333	0.2083	0.0143	0.0513	0.1162	0	0.0003	reg oper account	block of flats	0.1175	Panel	No	1	0	1	0	-271	1	0	0	0	0	0	0	1	0
237,359	0	Cash loans	M	N	Y	2	157,500	545,040	25,537.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.020246	-13,217	-988	-4,132	-5,436	7	1	1	0	1	0	0	Drivers	4	3	3	FRIDAY	9	0	0	0	0	0	0	Transport: type 4	0.194066	0.188952	0.300108	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-758	1	0	0	0	0	0	0	2	6
147,934	0	Cash loans	F	N	Y	1	135,000	1,045,854	37,183.5	873,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.025164	-12,715	-803	-1,044	-255	7	1	1	0	1	0	0	Private service staff	3	2	2	SATURDAY	12	0	0	0	0	0	0	Self-employed	0.534262	0.303803	0.202087	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	1
108,335	0	Cash loans	F	N	Y	0	81,000	161,730	7,123.5	135,000	Family	Working	Secondary / secondary special	Single / not married	House / apartment	0.003069	-18,366	-2,671	-10,563	-1,901	7	1	1	0	1	0	0	Laborers	1	3	3	TUESDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.690234	0.785052	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-560	1	0	0	0	0	0	0	0	1
278,203	0	Cash loans	F	N	Y	0	90,000	1,321,020	35,554.5	1,125,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-21,160	365,243	-11,391	-4,401	7	1	0	0	1	0	0	Laborers	2	2	2	SUNDAY	13	0	0	0	0	0	0	XNA	0.356323	0.691971	0.863363	0.3773	0.0645	0.9846	0.7892	0.0325	0	0.1379	0.1667	0.2083	0.0497	0.1059	0.0322	0.9266	0.0818	0.3845	0.0669	0.9846	0.7975	0.0328	0	0.1379	0.1667	0.2083	0.0508	0.1157	0.0336	0.9339	0.0866	0.381	0.0645	0.9846	0.792	0.0327	0	0.1379	0.1667	0.2083	0.0506	0.1077	0.0328	0.9317	0.0835	reg oper account	block of flats	0.0431	Panel	No	1	0	1	0	0	0	1	0	0	0	0	0	0	0
182,587	0	Cash loans	M	Y	Y	3	225,000	900,000	46,084.5	900,000	Family	Working	Higher education	Married	House / apartment	0.015221	-10,925	-2,042	-4,952	-3,601	9	1	1	0	1	0	0	Drivers	5	2	2	THURSDAY	8	0	0	0	1	1	1	Business Entity Type 3	0.356323	0.442014	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	-512	1	0	0	0	0	0	0	0	0
232,975	0	Cash loans	F	N	N	0	112,500	302,206.5	15,561	229,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.01885	-12,269	-4,569	-12,156	-4,157	7	1	1	0	1	0	0	Medicine staff	1	2	2	TUESDAY	9	0	0	0	0	0	0	Medicine	0.356323	0.730446	0.7463	0.034	0.0743	0.9707	0.8232	0	0	0.1379	0.0833	0.2083	0.0428	0.0504	0.0399	0	0.0125	0.0347	0.0771	0.9707	0.8301	0	0	0.1379	0.0833	0.2083	0.0438	0.0551	0.0416	0	0.0132	0.0344	0.0743	0.9707	0.8256	0	0	0.1379	0.0833	0.2083	0.0436	0.0513	0.0407	0	0.0128	reg oper account	block of flats	0.0341	Stone, brick	No	4	0	4	0	-1,669	1	0	0	0	0	0	0	0	0
456,139	0	Cash loans	F	N	Y	0	90,000	203,760	13,747.5	180,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.019689	-23,340	365,243	-7,902	-3,982	7	1	0	0	1	1	0	Laborers	1	2	2	MONDAY	14	0	0	0	0	0	0	XNA	0.356323	0.19454	0.484851	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-1,696	0	1	0	0	0	0	0	0	2
110,886	0	Cash loans	F	N	Y	0	148,500	490,500	19,323	490,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.011657	-22,703	365,243	-3,008	-4,078	7	1	0	0	1	0	0	Laborers	1	1	1	WEDNESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.688262	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	-3,234	0	1	0	0	0	0	0	0	1
424,385	0	Revolving loans	M	Y	Y	1	180,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-13,754	-762	-6,301	-2,386	4	1	1	0	1	0	0	Managers	3	2	2	TUESDAY	17	0	0	0	0	1	1	Business Entity Type 3	0.360938	0.161952	0.786267	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-945	0	0	0	0	0	0	1	0	0
446,370	0	Cash loans	F	N	Y	0	90,000	254,700	14,751	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.031329	-23,871	365,243	-10,778	-4,709	7	1	0	0	1	0	0	Laborers	1	2	2	WEDNESDAY	11	0	0	0	0	0	0	XNA	0.73119	0.714908	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	6	3	6	1	-1,589	0	1	0	0	0	0	0	2	4
356,042	0	Cash loans	F	N	Y	0	59,130	291,384	21,915	270,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.002134	-21,898	365,243	-761	-3,610	7	1	0	0	1	0	0	Laborers	1	3	3	WEDNESDAY	8	0	0	0	0	0	0	XNA	0.356323	0.689804	0.770087	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	-99	0	1	0	0	0	0	0	0	6
226,363	0	Cash loans	M	Y	Y	0	171,000	553,806	23,593.5	495,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.008625	-14,987	-1,382	-6,371	-215	31	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	9	0	0	0	0	1	1	Self-employed	0.356323	0.552108	0.808394	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	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	1	0	0	2
326,446	0	Cash loans	M	Y	N	0	157,500	450,000	30,442.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-13,999	-241	-3,728	-4,386	10	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	10	0	1	1	0	1	1	Business Entity Type 3	0.356323	0.302048	0.56206	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-51	1	0	0	0	0	0	0	2	0
338,344	1	Cash loans	F	N	Y	1	90,000	135,000	12,379.5	135,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.011657	-9,241	-630	-7,319	-1,830	7	1	1	1	1	0	0	Sales staff	3	1	1	SATURDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.670731	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	-457	1	0	0	0	0	0	0	0	0
129,116	1	Cash loans	F	N	Y	0	157,500	814,041	26,388	679,500	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.01885	-10,548	-2,095	-8,027	-3,241	7	1	1	0	1	0	0	Private service staff	2	2	2	WEDNESDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.333785	0.786267	0.0237	0.0248	0.9886	0.8436	0.0032	0	0.069	0.125	0.1667	0.0281	0.0193	0.0254	0	0	0.0242	0.0257	0.9886	0.8497	0.0032	0	0.069	0.125	0.1667	0.0287	0.0211	0.0265	0	0	0.0239	0.0248	0.9886	0.8457	0.0032	0	0.069	0.125	0.1667	0.0286	0.0197	0.0259	0	0	reg oper account	block of flats	0.0205	Panel	No	1	1	1	1	-1,532	1	0	0	0	0	0	1	0	0
392,691	0	Cash loans	F	N	N	1	99,000	610,335	19,291.5	463,500	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.008866	-11,564	-492	-5,451	-2,815	7	1	1	0	1	0	0	Core staff	3	2	2	SUNDAY	14	0	0	0	0	0	0	Self-employed	0.409823	0.373097	0.67383	0.0598	0	0.9747	0.8232	0	0	0.1034	0.1667	0.2083	0.0125	0.0504	0.0485	0	0.006	0.0609	0	0.9747	0.8301	0	0	0.1034	0.1667	0.2083	0.0127	0.0551	0.0505	0	0.0063	0.0604	0	0.9747	0.8256	0	0	0.1034	0.1667	0.2083	0.0127	0.0513	0.0493	0	0.0061	reg oper account	block of flats	0.0394	Stone, brick	No	0	0	0	0	-623	1	0	0	1	0	0	1	0	1
293,871	0	Cash loans	F	N	N	0	135,000	717,003	19,044	598,500	Unaccompanied	Working	Higher education	Single / not married	With parents	0.01885	-8,898	-2,005	-7,050	-1,576	7	1	1	1	1	0	0	Managers	1	2	2	WEDNESDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.115043	0.560458	0.385915	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-9	1	0	0	0	0	0	0	2	0
407,477	1	Cash loans	F	N	Y	1	76,500	284,400	19,134	225,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.031329	-8,998	-1,575	-8,982	-1,214	7	1	1	1	1	0	0	Core staff	3	2	2	TUESDAY	9	0	0	0	0	0	0	Kindergarten	0.229161	0.162145	0.7463	0.0722	0.0632	0.9831	0.7688	0.009	0	0.1379	0.1667	0.2083	0.0687	0.0588	0.0643	0	0	0.0735	0.0655	0.9831	0.7779	0.0091	0	0.1379	0.1667	0.2083	0.0703	0.0643	0.067	0	0	0.0729	0.0632	0.9831	0.7719	0.0091	0	0.1379	0.1667	0.2083	0.0699	0.0599	0.0654	0	0	reg oper account	block of flats	0.0506	Block	No	4	0	4	0	-1,432	1	0	0	0	0	0	0	0	0
232,787	0	Cash loans	F	N	Y	0	157,500	193,572	15,421.5	171,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010276	-23,245	-110	-338	-2,956	7	1	1	0	1	0	0	Cleaning staff	1	2	2	FRIDAY	16	0	0	0	0	0	0	School	0.356323	0.563822	0.434733	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-276	1	0	0	0	0	0	0	0	2