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SK_ID_CURR int64 100k 456k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 2 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 8	AMT_INCOME_TOTAL float64 27k 1.8M	AMT_CREDIT float64 45k 3.08M	AMT_ANNUITY float64 3.05k 225k	AMT_GOODS_PRICE float64 45k 2.93M	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 4 values	NAME_EDUCATION_TYPE stringclasses 5 values	NAME_FAMILY_STATUS stringclasses 6 values	NAME_HOUSING_TYPE stringclasses 6 values	REGION_POPULATION_RELATIVE float64 0 0.07	DAYS_BIRTH int64 -25,165 -7,680	DAYS_EMPLOYED int64 -15,943 365k	DAYS_REGISTRATION float64 -19,463 0	DAYS_ID_PUBLISH int64 -6,259 -1	OWN_CAR_AGE float64 0 65	FLAG_MOBIL int64 1 1	FLAG_EMP_PHONE int64 0 1	FLAG_WORK_PHONE int64 0 1	FLAG_CONT_MOBILE int64 0 1	FLAG_PHONE int64 0 1	FLAG_EMAIL int64 0 1	OCCUPATION_TYPE stringclasses 18 values	CNT_FAM_MEMBERS float64 1 10	REGION_RATING_CLIENT int64 1 3	REGION_RATING_CLIENT_W_CITY int64 1 3	WEEKDAY_APPR_PROCESS_START stringclasses 7 values	HOUR_APPR_PROCESS_START int64 1 23	REG_REGION_NOT_LIVE_REGION int64 0 1	REG_REGION_NOT_WORK_REGION int64 0 1	LIVE_REGION_NOT_WORK_REGION int64 0 1	REG_CITY_NOT_LIVE_CITY int64 0 1	REG_CITY_NOT_WORK_CITY int64 0 1	LIVE_CITY_NOT_WORK_CITY int64 0 1	ORGANIZATION_TYPE stringlengths 3 22	EXT_SOURCE_1 float64 0.03 0.94	EXT_SOURCE_2 float64 0 0.86	EXT_SOURCE_3 float64 0 0.88	APARTMENTS_AVG float64 0 1	BASEMENTAREA_AVG float64 0 1	YEARS_BEGINEXPLUATATION_AVG float64 0 1	YEARS_BUILD_AVG float64 0 1	COMMONAREA_AVG float64 0 1	ELEVATORS_AVG float64 0 1	ENTRANCES_AVG float64 0 1	FLOORSMAX_AVG float64 0 1	FLOORSMIN_AVG float64 0 1	LANDAREA_AVG float64 0 1	LIVINGAPARTMENTS_AVG float64 0 1	LIVINGAREA_AVG float64 0 1	NONLIVINGAPARTMENTS_AVG float64 0 1	NONLIVINGAREA_AVG float64 0 1	APARTMENTS_MODE float64 0 1	BASEMENTAREA_MODE float64 0 1	YEARS_BEGINEXPLUATATION_MODE float64 0 1	YEARS_BUILD_MODE float64 0 1	COMMONAREA_MODE float64 0 1	ELEVATORS_MODE float64 0 1	ENTRANCES_MODE float64 0 1	FLOORSMAX_MODE float64 0 1	FLOORSMIN_MODE float64 0 1	LANDAREA_MODE float64 0 1	LIVINGAPARTMENTS_MODE float64 0 1	LIVINGAREA_MODE float64 0 1	NONLIVINGAPARTMENTS_MODE float64 0 1	NONLIVINGAREA_MODE float64 0 1	APARTMENTS_MEDI float64 0 1	BASEMENTAREA_MEDI float64 0 1	YEARS_BEGINEXPLUATATION_MEDI float64 0 1	YEARS_BUILD_MEDI float64 0 1	COMMONAREA_MEDI float64 0 1	ELEVATORS_MEDI float64 0 1	ENTRANCES_MEDI float64 0 1	FLOORSMAX_MEDI float64 0 1	FLOORSMIN_MEDI float64 0 1	LANDAREA_MEDI float64 0 1	LIVINGAPARTMENTS_MEDI float64 0 1	LIVINGAREA_MEDI float64 0 1	NONLIVINGAPARTMENTS_MEDI float64 0 1	NONLIVINGAREA_MEDI float64 0 1	FONDKAPREMONT_MODE stringclasses 4 values	HOUSETYPE_MODE stringclasses 3 values	TOTALAREA_MODE float64 0 1	WALLSMATERIAL_MODE stringclasses 7 values	EMERGENCYSTATE_MODE stringclasses 2 values	OBS_30_CNT_SOCIAL_CIRCLE float64 0 26	DEF_30_CNT_SOCIAL_CIRCLE float64 0 4	OBS_60_CNT_SOCIAL_CIRCLE float64 0 26	DEF_60_CNT_SOCIAL_CIRCLE float64 0 4	DAYS_LAST_PHONE_CHANGE float64 -3,791 0	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_5 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_14 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	AMT_REQ_CREDIT_BUREAU_HOUR 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
200,340	0	Cash loans	M	Y	N	0	180,000	450,000	21,888	450,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.019101	-17,457	-800	-6,832	-1,016	21	1	1	0	1	0	0	Low-skill Laborers	1	2	2	TUESDAY	20	0	1	1	0	1	1	Business Entity Type 3	0.356323	0.68461	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	-3,246	1	0	0	0	0	0	0	0	0	0	0	0
416,115	0	Cash loans	F	N	Y	0	225,000	593,010	19,260	495,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.032561	-16,268	-2,403	-8,773	-4,402	7	1	1	0	1	0	0	Laborers	2	1	1	THURSDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.912747	0.722858	0.636376	0.1387	0.0314	0.9871	0.8232	0	0.08	0.0345	0.6458	0.2083	0	0.0504	0.132	0	0.0136	0.1061	0.0169	0.9866	0.8301	0	0.0806	0.0345	0.625	0.2083	0	0.0551	0.1139	0	0.0015	0.14	0.0314	0.9871	0.8256	0	0.08	0.0345	0.6458	0.2083	0	0.0513	0.1344	0	0.0139	reg oper account	block of flats	0.0863	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1
433,881	0	Cash loans	M	N	Y	0	225,000	373,941	29,065.5	346,500	Family	Commercial associate	Incomplete higher	Single / not married	House / apartment	0.04622	-9,343	-2,347	-3,937	-1,913	7	1	1	0	1	0	0	Drivers	1	1	1	FRIDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.328404	0.669488	0.448962	0.1649	0	0.9896	0.8572	0	0.16	0.1379	0.375	0.4167	0	0.1345	0.1747	0	0	0.1681	0	0.9896	0.8628	0	0.1611	0.1379	0.375	0.4167	0	0.1469	0.182	0	0	0.1665	0	0.9896	0.8591	0	0.16	0.1379	0.375	0.4167	0	0.1368	0.1778	0	0	reg oper account	block of flats	0.1374	Panel	No	0	0	0	0	-595	1	0	0	0	0	0	0	0	0	0	0	0
453,115	0	Cash loans	F	Y	N	0	180,000	1,125,000	32,895	1,125,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.025164	-16,406	-3,576	-10,444	-4,853	7	1	1	1	1	1	0	Accountants	2	2	2	TUESDAY	13	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.714284	0.595456	0.1082	0.0056	0.9801	0.728	0.0197	0.08	0.069	0.3333	0.375	0.0875	0.0815	0.0845	0.0309	0.0875	0.1103	0.0059	0.9801	0.7387	0.0198	0.0806	0.069	0.3333	0.375	0.0895	0.0891	0.088	0.0311	0.0926	0.1093	0.0056	0.9801	0.7316	0.0198	0.08	0.069	0.3333	0.375	0.089	0.0829	0.086	0.0311	0.0893	not specified	block of flats	0.0962	Panel	No	0	0	0	0	-165	0	0	0	1	0	0	0	0	0	0	0	1
156,147	0	Cash loans	F	N	Y	0	180,000	521,280	28,408.5	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010643	-8,557	-1,005	-8,545	-1,230	7	1	1	0	1	1	0	Secretaries	1	2	2	MONDAY	12	1	1	0	1	1	0	Business Entity Type 3	0.381538	0.449534	0.144648	0.0186	0	0.9831	0.7688	0.0022	0	0.1034	0.0417	0.0417	0.0497	0.0151	0.0171	0	0	0.0189	0	0.9831	0.7779	0.0022	0	0.1034	0.0417	0.0417	0.0508	0.0165	0.0178	0	0	0.0187	0	0.9831	0.7719	0.0022	0	0.1034	0.0417	0.0417	0.0505	0.0154	0.0174	0	0	reg oper account	block of flats	0.0146	Stone, brick	No	2	0	2	0	-500	1	0	0	0	0	0	0	0	0	0	0	4
296,582	0	Cash loans	F	Y	N	0	315,000	679,500	19,867.5	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-11,662	-724	-1,867	-800	17	1	1	1	1	0	0	Sales staff	2	3	3	FRIDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.444621	0.318596	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	-534	1	0	0	0	0	0	0	0	0	0	0	0
182,093	0	Cash loans	F	N	Y	0	157,500	152,820	8,901	135,000	Spouse, partner	Pensioner	Secondary / secondary special	Married	House / apartment	0.019101	-21,408	365,243	-10,948	-4,755	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	0	0	XNA	0.356323	0.738784	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	1	7	1	-1,558	1	0	0	0	0	0	0	0	0	0	0	0
441,965	1	Revolving loans	M	N	Y	0	157,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.007305	-14,432	-946	-5,356	-4,907	7	1	1	1	1	1	0	Sales staff	1	3	3	FRIDAY	12	0	0	0	0	0	0	Construction	0.356323	0.606247	0.313917	0.2474	0.2036	0.9891	0.8504	0.1065	0.24	0.2069	0.375	0.4167	0.1116	0.2009	0.2732	0.0039	0.0051	0.2521	0.2113	0.9891	0.8563	0.1075	0.2417	0.2069	0.375	0.4167	0.1142	0.2195	0.2846	0.0039	0.0054	0.2498	0.2036	0.9891	0.8524	0.1072	0.24	0.2069	0.375	0.4167	0.1136	0.2044	0.2781	0.0039	0.0052	reg oper account	block of flats	0.2743	Panel	No	7	0	7	0	-1,373	0	0	0	0	0	0	0	0	0	0	0	1
184,862	0	Cash loans	F	Y	N	0	157,500	665,892	18,441	477,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.00733	-11,591	-3,791	-2,316	-2,391	6	1	1	0	1	0	0	Laborers	1	2	2	SATURDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.304472	0.182612	0.7463	0.4082	0.0009	0.9791	0.7076	0	0	0.069	0.1667	0.2083	0	0.0504	0.1199	0	0.034	0.416	0.0009	0.9791	0.719	0	0	0.069	0.1667	0.2083	0	0.0551	0.125	0	0.036	0.4122	0.0009	0.9791	0.7115	0	0	0.069	0.1667	0.2083	0	0.0513	0.1221	0	0.0347	reg oper account	specific housing	0.1388	Stone, brick	No	6	0	6	0	-13	1	0	0	0	0	0	0	0	0	0	0	0
139,978	0	Cash loans	M	N	Y	0	103,500	270,000	13,846.5	270,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.019689	-18,917	365,243	-1,575	-2,464	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.205344	0.340906	0.0082	0	0.9598	0.8232	0	0	0.069	0.0417	0.2083	0.0545	0.0504	0.0066	0	0	0.0084	0	0.9598	0.8301	0	0	0.069	0.0417	0.2083	0.0558	0.0551	0.0069	0	0	0.0083	0	0.9598	0.8256	0	0	0.069	0.0417	0.2083	0.0555	0.0513	0.0067	0	0	reg oper account	block of flats	0.0069	Wooden	Yes	2	1	2	1	-374	0	0	1	0	0	0	0	0	0	0	1	2
173,086	0	Cash loans	M	Y	N	2	225,000	1,354,500	37,377	1,354,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.026392	-13,174	-1,142	-7,243	-4,451	3	1	1	0	1	0	0	Laborers	4	2	2	TUESDAY	19	0	0	0	0	0	0	Other	0.356323	0.709715	0.307737	0.1113	0	0.9861	0.8232	0	0.12	0.1034	0.3333	0.2083	0.0714	0.0504	0.1138	0	0	0.1134	0	0.9861	0.8301	0	0.1208	0.1034	0.3333	0.2083	0.073	0.0551	0.1186	0	0	0.1124	0	0.9861	0.8256	0	0.12	0.1034	0.3333	0.2083	0.0726	0.0513	0.1158	0	0	reg oper account	block of flats	0.0895	Panel	No	0	0	0	0	-780	0	0	0	1	0	0	0	0	0	0	0	0
152,758	0	Revolving loans	F	Y	Y	1	270,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.04622	-9,019	-831	-1,591	-463	8	1	1	0	1	0	0	Laborers	3	1	1	THURSDAY	11	0	1	1	0	0	0	Trade: type 3	0.395893	0.710034	0.071533	0.0825	0	0.9747	0.6532	0.0999	0	0.1379	0.1667	0.0417	0	0.0672	0.0639	0	0.0098	0.084	0	0.9747	0.6668	0.1009	0	0.1379	0.1667	0.0417	0	0.0735	0.0666	0	0.0103	0.0833	0	0.9747	0.6578	0.1006	0	0.1379	0.1667	0.0417	0	0.0684	0.0651	0	0.01	reg oper account	block of flats	0.0546	Stone, brick	No	0	0	0	0	-1,478	0	0	0	0	0	0	0	0	0	0	0	1
297,071	0	Cash loans	F	N	Y	0	135,000	1,155,226.5	33,907.5	904,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-16,564	-1,791	-9,275	-120	7	1	1	0	1	1	0	Managers	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Kindergarten	0.356323	0.334617	0.662638	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	2
405,130	0	Cash loans	F	Y	Y	0	157,500	1,971,072	68,512.5	1,800,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01452	-18,461	-3,009	-10,085	-2,010	13	1	1	1	1	0	0	Laborers	2	2	2	WEDNESDAY	5	0	0	0	0	0	0	Government	0.356323	0.539011	0.279335	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	0	5	0	-1,873	1	0	0	0	0	0	0	0	0	0	1	7
426,598	1	Cash loans	F	N	N	2	180,000	522,927	26,829	436,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Rented apartment	0.032561	-14,399	-2,831	-281	-884	7	1	1	0	1	0	0	Sales staff	4	1	1	WEDNESDAY	9	0	0	0	0	0	0	Trade: type 3	0.356323	0.620641	0.143758	0.3629	0.1063	0.9896	0.8572	0.0922	0.26	0.069	0.7708	0.8125	0.0182	0.2954	0.3173	0.0019	0.0022	0.0882	0.1103	0.9796	0.7321	0.0144	0.0806	0.0345	0.5417	0.5833	0.0087	0.0771	0.0928	0	0	0.3664	0.1063	0.9896	0.8591	0.0928	0.26	0.069	0.7708	0.8125	0.0186	0.3006	0.323	0.0019	0.0022	reg oper spec account	block of flats	0.4372	Monolithic	No	1	0	1	0	-1,755	1	0	0	0	0	0	0	0	0	0	0	0
106,974	0	Cash loans	F	N	Y	1	378,000	942,300	27,679.5	675,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.072508	-16,290	-9,499	-10,362	-4,179	7	1	1	0	1	0	0	Secretaries	2	1	1	THURSDAY	17	0	0	0	0	0	0	Medicine	0.356323	0.760715	0.636376	0.0807	0.0728	0.9732	0.8232	0	0.06	0.1121	0.2292	0.2083	0.0544	0.0504	0.0686	0	0.0291	0.063	0.0626	0.9732	0.8301	0	0	0.1034	0.1667	0.2083	0.0504	0.0551	0.0529	0	0.0012	0.0859	0.0682	0.9732	0.8256	0	0.06	0.1034	0.2292	0.2083	0.0548	0.0513	0.0728	0	0.0257	reg oper account	block of flats	0.0403	Stone, brick	No	0	0	0	0	-2,363	0	1	0	0	0	0	0	0	0	0	2	0
320,932	0	Cash loans	F	N	Y	1	157,500	326,439	16,006.5	229,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020713	-15,112	-562	-372	-4,731	7	1	1	0	1	0	0	Managers	2	3	3	WEDNESDAY	11	0	0	0	0	0	0	Self-employed	0.454421	0.414304	0.607557	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	-2,324	1	0	0	0	0	0	0	0	0	1	0	5
323,913	0	Revolving loans	F	N	Y	0	180,000	337,500	16,875	337,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.025164	-21,355	365,243	-11,630	-1,809	7	1	0	0	1	1	0	Laborers	2	2	2	THURSDAY	12	0	0	0	0	0	0	XNA	0.356323	0.484929	0.657784	0.0165	0.0135	0.9682	0.5648	0.02	0	0.069	0.0417	0.0833	0.0301	0.0134	0.015	0	0	0.0168	0.014	0.9682	0.5818	0.0202	0	0.069	0.0417	0.0833	0.0308	0.0147	0.0157	0	0	0.0167	0.0135	0.9682	0.5706	0.0202	0	0.069	0.0417	0.0833	0.0306	0.0137	0.0153	0	0	reg oper account	block of flats	0.0228	Others	No	0	0	0	0	-556	0	0	0	0	0	0	0	0	0	0	0	8
273,480	0	Cash loans	F	N	N	0	202,500	1,078,200	31,522.5	900,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.006233	-19,625	-6,084	-17,959	-3,177	7	1	1	0	1	1	0	Accountants	1	2	2	TUESDAY	16	0	0	0	0	0	0	Self-employed	0.356323	0.742062	0.764939	0.0165	0.0382	0.9617	0.8232	0	0	0.1034	0.125	0.2083	0.0203	0.0504	0.0164	0	0.0926	0.0168	0.0396	0.9618	0.8301	0	0	0.1034	0.125	0.2083	0.0207	0.0551	0.0171	0	0.0981	0.0167	0.0382	0.9617	0.8256	0	0	0.1034	0.125	0.2083	0.0206	0.0513	0.0167	0	0.0946	reg oper account	block of flats	0.0333	Stone, brick	No	0	0	0	0	-1,728	1	0	0	0	0	0	0	0	0	0	0	5
330,398	0	Cash loans	F	N	Y	0	67,500	521,280	23,089.5	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.031329	-24,038	365,243	-5,088	-5,200	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	10	0	0	0	0	0	0	XNA	0.356323	0.290586	0.58499	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	0	0	0	1	0	0	0	0	0	0	0	0	0
194,920	0	Cash loans	F	Y	Y	0	157,500	254,700	20,250	225,000	Unaccompanied	Working	Incomplete higher	Single / not married	With parents	0.007305	-9,098	-1,023	-3,659	-1,580	12	1	1	1	1	0	0	Core staff	1	3	3	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.407004	0.477826	0.172495	0.0082	0	0.9622	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.0115	0	0	0.0084	0	0.9623	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.012	0	0	0.0083	0	0.9622	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.0117	0	0	reg oper account	block of flats	0.0098	Wooden	No	4	0	4	0	-541	1	0	0	0	0	0	0	0	0	0	1	1
292,454	0	Cash loans	M	N	N	0	135,000	152,820	8,901	135,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.02461	-24,485	365,243	-14,094	-4,070	7	1	0	0	1	1	0	Laborers	2	2	2	SATURDAY	12	0	0	0	0	0	0	XNA	0.356323	0.660952	0.420611	0.0763	0	0.9737	0.8232	0.0081	0	0.1379	0.1667	0.2083	0.047	0.0622	0.0568	0	0.0201	0.0777	0	0.9737	0.8301	0.0082	0	0.1379	0.1667	0.2083	0.0481	0.068	0.0592	0	0.0213	0.077	0	0.9737	0.8256	0.0082	0	0.1379	0.1667	0.2083	0.0478	0.0633	0.0578	0	0.0206	reg oper account	block of flats	0.0535	Stone, brick	No	0	0	0	0	-1,121	0	0	1	0	0	0	0	0	0	0	0	4
351,609	0	Cash loans	M	Y	N	0	117,450	517,500	31,788	517,500	Unaccompanied	Commercial associate	Lower secondary	Single / not married	With parents	0.0228	-10,121	-3,375	-4,253	-2,084	13	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	18	0	0	0	0	0	0	Government	0.356323	0.709737	0.42413	0.1113	0.0735	0.9851	0.796	0	0.12	0.1034	0.3333	0.375	0.0401	0.0504	0.1142	0	0	0.1134	0.0762	0.9851	0.804	0	0.1208	0.1034	0.3333	0.375	0.041	0.0551	0.119	0	0	0.1124	0.0735	0.9851	0.7987	0	0.12	0.1034	0.3333	0.375	0.0408	0.0513	0.1163	0	0	reg oper account	block of flats	0.1101	Panel	No	1	1	1	1	-1,211	1	0	0	0	0	0	0	0	0	0	0	0
295,003	0	Cash loans	F	N	Y	2	247,500	1,125,000	36,423	1,125,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.026392	-12,314	-787	-2,409	-2,424	7	1	1	0	1	1	0	Accountants	4	2	2	THURSDAY	17	0	0	0	0	1	1	Industry: type 4	0.356323	0.478618	0.616122	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	0	1	0	0	0	0	0	0	0	0	0	1	4
214,532	0	Cash loans	F	N	Y	0	90,000	104,256	10,813.5	90,000	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.01885	-22,152	365,243	-12,821	-5,150	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	13	0	0	0	0	0	0	XNA	0.356323	0.653265	0.7463	0.1495	0.1056	0.9821	0.7552	0	0.16	0.1379	0.3333	0.2083	0	0.0504	0.1485	0.0193	0.0677	0.1523	0.1096	0.9821	0.7648	0	0.1611	0.1379	0.3333	0.2083	0	0.0551	0.1547	0.0195	0.0717	0.1509	0.1056	0.9821	0.7585	0	0.16	0.1379	0.3333	0.2083	0	0.0513	0.1512	0.0194	0.0691	reg oper account	block of flats	0.1437	Stone, brick	No	0	0	0	0	-1,362	1	0	0	0	0	0	0	0	0	0	0	0
400,248	0	Cash loans	F	Y	N	0	112,500	225,000	22,252.5	225,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.072508	-11,364	-1,790	-5,525	-2,935	5	1	1	1	1	1	0	Laborers	2	1	1	THURSDAY	9	0	0	0	0	0	0	Postal	0.680961	0.765502	0.614414	0.233	0.1155	0.9806	0.7348	0	0.28	0.2069	0.3958	0.4375	0.0264	0.19	0.2185	0	0.0019	0.0998	0.0481	0.9782	0.7125	0	0.1611	0.069	0.3333	0.375	0.0095	0.0872	0.0887	0	0.0011	0.2352	0.1155	0.9806	0.7383	0	0.28	0.2069	0.3958	0.4375	0.0268	0.1932	0.2224	0	0.002	reg oper account	block of flats	0.277	Panel	No	0	0	0	0	-1,902	1	0	0	0	0	0	0	0	0	1	0	2
391,712	1	Cash loans	F	Y	Y	1	67,500	417,024	21,420	360,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00733	-11,912	-451	-4,085	-4,566	26	1	1	0	1	0	0	Sales staff	3	2	2	FRIDAY	12	0	0	0	0	0	0	Trade: type 7	0.306525	0.654171	0.367291	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-3,056	1	0	0	0	0	0	0	0	0	0	1	6
111,639	0	Cash loans	F	N	Y	0	144,000	254,700	14,620.5	225,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	Rented apartment	0.010006	-10,912	-854	-5,153	-3,149	7	1	1	1	1	0	0	Medicine staff	2	2	2	WEDNESDAY	13	0	0	0	1	1	0	Other	0.356323	0.485142	0.450747	0.0124	0	0.9871	0.8232	0	0	0.1034	0.0417	0.2083	0.0076	0.0504	0.0166	0	0.0078	0.0126	0	0.9871	0.8301	0	0	0.1034	0.0417	0.2083	0.0078	0.0551	0.0173	0	0.0082	0.0125	0	0.9871	0.8256	0	0	0.1034	0.0417	0.2083	0.0078	0.0513	0.0169	0	0.0079	reg oper account	block of flats	0.0131	Wooden	No	1	1	1	1	-3,133	1	0	0	0	0	0	0	0	0	0	1	1
294,308	0	Cash loans	M	Y	Y	1	112,500	1,125,000	44,617.5	1,125,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.031329	-19,756	-1,527	-3,527	-3,205	14	1	1	0	1	1	0	Drivers	3	2	2	MONDAY	9	0	0	0	1	1	0	Self-employed	0.356323	0.056869	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	14	0	14	0	-334	1	0	0	0	0	0	0	0	0	0	0	0
297,334	0	Cash loans	M	N	N	0	72,000	314,055	17,167.5	238,500	Family	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.010276	-10,023	-1,865	-2,690	-2,683	7	1	1	0	1	0	0	Drivers	1	2	2	FRIDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.217666	0.666365	0.590233	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	2	3	2	0	1	0	0	0	0	0	0	0	0	0	0	1
435,418	0	Cash loans	M	Y	Y	2	355,500	781,920	61,906.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.00702	-13,936	-1,005	-4,607	-4,436	1	1	1	0	1	0	0	Laborers	4	2	2	TUESDAY	13	0	1	1	0	1	1	Construction	0.356323	0.554162	0.7463	0.0619	0	0.9811	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0361	0	0.0588	0.063	0	0.9811	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0376	0	0.0623	0.0625	0	0.9811	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0368	0	0.06	reg oper account	block of flats	0.0412	Stone, brick	No	0	0	0	0	-3,156	1	0	0	0	0	0	0	0	0	0	0	0
137,587	0	Cash loans	M	Y	Y	0	360,000	263,686.5	28,525.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-18,832	-472	-8,428	-2,393	8	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	11	0	1	1	0	1	1	Business Entity Type 3	0.356323	0.511213	0.832785	0.0773	0.0653	0.9791	0.8232	0	0	0.1724	0.1667	0.2083	0.0706	0.0504	0.0686	0	0	0.0788	0.0677	0.9791	0.8301	0	0	0.1724	0.1667	0.2083	0.0722	0.0551	0.0715	0	0	0.0781	0.0653	0.9791	0.8256	0	0	0.1724	0.1667	0.2083	0.0718	0.0513	0.0699	0	0	reg oper account	block of flats	0.0703	Panel	No	0	0	0	0	-1,093	1	0	0	0	0	0	0	0	0	0	0	3
324,684	0	Revolving loans	F	N	Y	0	189,000	270,000	13,500	270,000	Unaccompanied	Commercial associate	Incomplete higher	Married	House / apartment	0.035792	-10,078	-938	-1,014	-1,045	7	1	1	0	1	0	0	Sales staff	2	2	2	SUNDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.400874	0.493415	0.7463	0.0876	0.0689	0.9806	0.8232	0	0	0.1724	0.1667	0.2083	0.0749	0.0504	0.0699	0	0.0668	0.0893	0.0715	0.9806	0.8301	0	0	0.1724	0.1667	0.2083	0.0766	0.0551	0.0728	0	0.0708	0.0885	0.0689	0.9806	0.8256	0	0	0.1724	0.1667	0.2083	0.0762	0.0513	0.0711	0	0.0682	reg oper account	block of flats	0.0695	Panel	No	0	0	0	0	-481	0	0	0	0	0	0	0	0	0	1	0	0
277,751	0	Cash loans	F	N	N	0	157,500	1,255,680	38,200.5	1,125,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.022625	-15,735	-910	-8,277	-4,641	7	1	1	0	1	0	0	Medicine staff	1	2	2	TUESDAY	15	0	0	0	0	0	0	Other	0.356323	0.732212	0.7463	0.068	0	0.9886	0.8232	0	0	0.0345	0.4583	0.2083	0	0.0504	0.0772	0	0	0.0693	0	0.9886	0.8301	0	0	0.0345	0.4583	0.2083	0	0.0551	0.0805	0	0	0.0687	0	0.9886	0.8256	0	0	0.0345	0.4583	0.2083	0	0.0513	0.0786	0	0	reg oper account	block of flats	0.0607	Stone, brick	No	1	0	1	0	-3	1	0	0	0	0	1	0	0	0	0	0	0
334,200	0	Cash loans	F	N	N	0	72,000	99,504	11,938.5	90,000	Children	Pensioner	Secondary / secondary special	Widow	Municipal apartment	0.0105	-21,517	365,243	-6,586	-4,822	7	1	0	0	1	0	0	Laborers	1	3	3	WEDNESDAY	15	0	0	0	0	0	0	XNA	0.356323	0.57919	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	5	2	5	2	0	1	0	0	0	0	0	0	0	0	1	0	1
267,651	0	Cash loans	F	N	Y	0	135,000	1,724,220	45,481.5	1,350,000	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.030755	-15,885	-853	-949	-2,226	7	1	1	0	1	0	0	Core staff	1	2	2	TUESDAY	18	0	0	0	0	0	0	School	0.356323	0.476637	0.736623	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	-206	1	0	0	0	0	0	0	0	0	0	1	2
289,745	0	Cash loans	F	N	N	0	45,000	277,969.5	10,606.5	229,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	Municipal apartment	0.019689	-23,654	365,243	-11,316	-4,069	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	11	0	0	0	0	0	0	XNA	0.886002	0.208332	0.7463	0.0082	0	0.9603	0.8232	0	0	0.069	0.0417	0.2083	0.0207	0.0504	0.0077	0	0	0.0084	0	0.9603	0.8301	0	0	0.069	0.0417	0.2083	0.0211	0.0551	0.008	0	0	0.0083	0	0.9603	0.8256	0	0	0.069	0.0417	0.2083	0.021	0.0513	0.0078	0	0	reg oper account	block of flats	0.0072	Wooden	No	1	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	1
275,466	0	Cash loans	M	N	N	1	225,000	450,000	21,109.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Co-op apartment	0.0228	-10,948	-611	-1,620	-1,627	7	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	14	0	0	0	0	1	1	Transport: type 4	0.356323	0.500292	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	0	0	0	0	-555	1	0	0	0	0	0	0	0	0	0	0	5
267,928	0	Cash loans	M	Y	Y	0	135,000	1,051,245	30,865.5	877,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006296	-19,341	-2,569	-8,082	-2,884	3	1	1	0	1	0	0	Laborers	2	3	3	THURSDAY	10	0	1	1	0	1	1	Construction	0.356323	0.616156	0.556727	0.0825	0	0.9786	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0058	0	0	0.084	0	0.9786	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.006	0	0	0.0833	0	0.9786	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0059	0	0	reg oper account	block of flats	0.0053	Panel	No	1	0	1	0	-925	1	0	0	0	0	0	0	0	0	0	0	0
142,182	0	Cash loans	M	N	Y	0	202,500	1,542,645	62,829	1,440,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018801	-7,991	-1,036	-367	-667	7	1	1	0	1	0	1	Sales staff	2	2	2	FRIDAY	13	0	0	0	0	0	0	Trade: type 2	0.408568	0.235349	0.7463	0.0175	0.0092	0.9916	0.8232	0	0.04	0.0345	0.2917	0.2083	0	0.0504	0.0166	0	0.0536	0.0179	0.0096	0.9916	0.8301	0	0.0403	0.0345	0.2917	0.2083	0	0.0551	0.0173	0	0.0567	0.0177	0.0092	0.9916	0.8256	0	0.04	0.0345	0.2917	0.2083	0	0.0513	0.0169	0	0.0547	reg oper account	block of flats	0.0342	Stone, brick	No	1	0	1	0	-916	0	0	0	0	0	0	0	0	0	0	0	0
301,979	0	Cash loans	M	Y	N	0	166,500	225,000	23,872.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Rented apartment	0.028663	-9,991	-550	-2,717	-2,586	9	1	1	1	1	0	0	Drivers	2	2	2	SUNDAY	14	0	0	0	1	1	0	Self-employed	0.356323	0.223943	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	-224	1	0	0	0	0	0	0	0	0	0	0	0
267,732	0	Cash loans	M	Y	Y	1	225,000	318,528	25,294.5	252,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.011657	-17,206	-3,702	-7,535	-642	15	1	1	0	1	1	1	Drivers	3	1	1	MONDAY	10	1	1	0	0	0	0	Other	0.453459	0.778109	0.749022	0.0722	0.0842	0.9771	0.8232	0	0	0.1379	0.1667	0.2083	0.0299	0.0504	0.0668	0	0.0896	0.0735	0.0874	0.9772	0.8301	0	0	0.1379	0.1667	0.2083	0.0306	0.0551	0.0696	0	0.0948	0.0729	0.0842	0.9771	0.8256	0	0	0.1379	0.1667	0.2083	0.0304	0.0513	0.068	0	0.0914	reg oper account	block of flats	0.072	Stone, brick	No	0	0	0	0	-400	0	0	0	1	0	0	0	0	0	0	1	3
129,520	0	Cash loans	F	N	Y	0	189,000	593,010	19,260	495,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.006008	-17,638	-9,254	-7,056	-1,157	7	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	16	0	0	0	0	1	1	Medicine	0.601331	0.689776	0.678568	0.0825	0.0681	0.9791	0.7144	0.0293	0	0.1379	0.1667	0.2083	0.0576	0.0672	0.0705	0	0	0.084	0.0707	0.9791	0.7256	0.0296	0	0.1379	0.1667	0.2083	0.059	0.0735	0.0734	0	0	0.0833	0.0681	0.9791	0.7182	0.0295	0	0.1379	0.1667	0.2083	0.0586	0.0684	0.0717	0	0	reg oper account	block of flats	0.0598	Panel	No	0	0	0	0	-662	1	0	0	0	0	0	0	0	0	2	0	1
116,151	0	Cash loans	F	N	N	0	139,500	454,500	21,060	454,500	Unaccompanied	Working	Higher education	Separated	House / apartment	0.035792	-16,203	-7,100	-8,717	-4,486	7	1	1	0	1	0	0	Managers	1	2	2	TUESDAY	9	0	0	0	0	0	0	Postal	0.356323	0.686406	0.579727	0.1227	0.1082	0.9811	0.7416	0	0	0.2759	0.1667	0.0417	0.1069	0.1	0.0728	0	0	0.125	0.1123	0.9811	0.7517	0	0	0.2759	0.1667	0.0417	0.1093	0.1093	0.0758	0	0	0.1239	0.1082	0.9811	0.7451	0	0	0.2759	0.1667	0.0417	0.1088	0.1018	0.0741	0	0	reg oper account	block of flats	0.0573	Panel	No	0	0	0	0	-2,081	1	0	0	0	0	0	0	0	0	1	0	0
179,480	0	Cash loans	M	Y	N	0	225,000	339,948	31,176	315,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-15,824	-1,207	-2,720	-2,720	15	1	1	0	1	0	0	Drivers	2	2	2	MONDAY	11	1	1	0	1	1	0	Industry: type 1	0.184029	0.729868	0.136801	0.0278	0.059	0.9916	0.8844	0	0	0.1034	0.0833	0.0417	0.011	0.0504	0.0312	0	0.005	0.0284	0.0612	0.9916	0.8889	0	0	0.1034	0.0833	0.0417	0.0113	0.0551	0.0326	0	0.0053	0.0281	0.059	0.9916	0.8859	0	0	0.1034	0.0833	0.0417	0.0112	0.0513	0.0318	0	0.0051	reg oper account	block of flats	0.0266	Stone, brick	No	0	0	0	0	-367	1	0	0	0	0	0	0	0	0	0	0	0
375,263	0	Cash loans	F	N	Y	0	76,500	157,914	15,745.5	139,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.031329	-19,515	-4,147	-10,484	-2,913	7	1	1	0	1	0	0	Core staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Government	0.356323	0.685567	0.722393	0.0165	0	0.9846	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.0087	0	0	0.0168	0	0.9846	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.0091	0	0	0.0167	0	0.9846	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.0089	0	0	reg oper account	block of flats	0.0069	Panel	No	4	0	4	0	-319	1	0	0	0	0	0	0	0	1	0	0	2
167,501	0	Cash loans	F	N	N	0	36,000	95,940	9,342	90,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.031329	-19,770	-2,744	-3,600	-3,234	7	1	1	1	1	0	0	Sales staff	2	2	2	WEDNESDAY	16	0	0	0	0	0	0	Other	0.833483	0.635823	0.614414	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	-1,746	1	0	0	0	0	0	0	0	0	0	0	0
401,037	0	Cash loans	F	N	Y	0	157,500	604,152	26,739	540,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019689	-19,230	-3,541	-10,659	-2,764	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	15	0	0	0	0	1	1	Government	0.356323	0.271889	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	7	1	7	1	-2,158	1	0	0	0	0	0	0	0	0	0	0	2
431,784	0	Cash loans	F	Y	Y	0	247,500	512,446.5	34,375.5	463,500	Unaccompanied	Commercial associate	Higher education	Widow	House / apartment	0.025164	-23,080	-5,414	-246	-4,388	4	1	1	0	1	0	0	Core staff	1	2	2	TUESDAY	11	0	0	0	0	0	0	Self-employed	0.356323	0.582533	0.761026	0.2546	0.1015	0.9985	0.9796	0	0.24	0.2069	0.375	0.4167	0.0316	0.2076	0.2367	0	0	0.2595	0.1053	0.9985	0.9804	0	0.2417	0.2069	0.375	0.4167	0.0323	0.2268	0.2466	0	0	0.2571	0.1015	0.9985	0.9799	0	0.24	0.2069	0.375	0.4167	0.0321	0.2112	0.2409	0	0	not specified	block of flats	0.1862	Panel	No	3	0	3	0	0	1	0	0	0	0	0	0	0	0	0	1	4
302,078	0	Cash loans	F	Y	N	0	171,000	573,408	29,407.5	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-16,566	-3,651	-8,189	-127	26	1	1	0	1	0	0	Managers	2	2	2	THURSDAY	9	0	0	0	0	0	0	Postal	0.263263	0.604026	0.540654	0.0289	0.041	0.9737	0.6396	0.003	0	0.069	0.125	0.1667	0.0198	0.0202	0.0203	0.0154	0.0193	0.0294	0.0426	0.9737	0.6537	0.0031	0	0.069	0.125	0.1667	0.0202	0.022	0.0211	0.0156	0.0204	0.0291	0.041	0.9737	0.6444	0.0031	0	0.069	0.125	0.1667	0.0201	0.0205	0.0206	0.0155	0.0197	reg oper account	block of flats	0.0218	Stone, brick	No	3	1	3	1	-1,423	1	0	0	0	0	0	0	0	0	0	0	3
297,744	0	Cash loans	M	Y	Y	0	202,500	573,408	25,389	495,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.016612	-23,354	365,243	-10,305	-4,525	5	1	0	0	1	0	1	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	0	XNA	0.356323	0.594917	0.526295	0.1113	0.0814	0.9806	0.7348	0.0185	0.12	0.1034	0.3333	0.375	0.0821	0.0908	0.1146	0.0039	0.0009	0.1134	0.0844	0.9806	0.7452	0.0187	0.1208	0.1034	0.3333	0.375	0.0839	0.0992	0.1194	0.0039	0.001	0.1124	0.0814	0.9806	0.7383	0.0186	0.12	0.1034	0.3333	0.375	0.0835	0.0923	0.1166	0.0039	0.001	reg oper account	block of flats	0.1004	Panel	No	8	2	8	2	-856	1	0	0	0	0	0	0	0	0	0	3	3
345,799	0	Cash loans	F	Y	Y	1	135,000	509,400	37,066.5	450,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.010643	-11,029	-1,908	-4,992	-2,977	2	1	1	1	1	1	0	High skill tech staff	3	2	2	FRIDAY	10	0	0	0	0	0	0	Electricity	0.356323	0.660314	0.102119	0.2227	0.1627	0.9856	0.8028	0.0376	0.24	0.2069	0.3333	0.375	0.1254	0.1816	0.229	0	0	0.2269	0.1689	0.9856	0.8105	0.0379	0.2417	0.2069	0.3333	0.375	0.1283	0.1983	0.2386	0	0	0.2248	0.1627	0.9856	0.8054	0.0378	0.24	0.2069	0.3333	0.375	0.1276	0.1847	0.2331	0	0	reg oper spec account	block of flats	0.1801	Panel	No	8	0	8	0	-1,693	1	0	0	0	0	0	0	0	0	0	1	1
367,851	0	Cash loans	M	N	N	1	90,000	255,960	16,794	202,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.015221	-12,031	-414	-5,639	-3,911	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	9	0	0	0	0	1	1	Trade: type 7	0.356323	0.521283	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	-2,040	1	0	0	0	0	0	0	0	0	0	0	3
137,334	0	Cash loans	F	N	Y	0	67,500	418,500	17,860.5	418,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.028663	-15,842	-7,601	-2,807	-4,166	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	8	0	0	0	0	0	0	Postal	0.629475	0.656468	0.754406	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	-632	1	0	0	0	0	0	0	0	0	0	0	2
216,990	0	Cash loans	F	N	Y	0	135,000	640,080	20,227.5	450,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.02461	-19,569	-268	-5,130	-3,099	7	1	1	1	1	0	0	Private service staff	2	2	2	TUESDAY	15	0	0	0	1	0	1	Self-employed	0.356323	0.496186	0.684828	0.0825	0	0.9891	0.8232	0.0463	0.16	0.069	0.4583	0.5	0.0917	0.1185	0.1532	0	0	0.084	0	0.9891	0.8301	0.0467	0.1611	0.069	0.4583	0.5	0.0938	0.1295	0.1596	0	0	0.0833	0	0.9891	0.8256	0.0466	0.16	0.069	0.4583	0.5	0.0933	0.1206	0.156	0	0	reg oper account	block of flats	0.1205	Stone, brick	No	0	0	0	0	-1	1	0	0	0	0	1	0	0	0	1	0	0
173,365	0	Cash loans	F	N	N	0	135,000	360,000	35,604	360,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018801	-13,581	-1,262	-7,653	-5,010	7	1	1	1	1	1	0	Cooking staff	2	2	2	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.352492	0.561503	0.337673	0.4629	0	0.9896	0.8232	0	0.44	0.3793	0.375	0.2083	0.2348	0.0504	0.5069	0	0.5618	0.4716	0	0.9896	0.8301	0	0.4431	0.3793	0.375	0.2083	0.2401	0.0551	0.5281	0	0.5947	0.4674	0	0.9896	0.8256	0	0.44	0.3793	0.375	0.2083	0.2388	0.0513	0.516	0	0.5736	reg oper account	block of flats	0.5208	Mixed	No	5	1	5	1	-2,341	0	0	0	1	0	0	0	0	0	0	0	0
357,845	0	Cash loans	M	N	Y	0	135,000	76,410	8,356.5	67,500	Unaccompanied	Working	Incomplete higher	Single / not married	With parents	0.008866	-10,605	-2,693	-5,388	-2,687	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	13	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.362743	0.368969	0.0711	0.0974	0.9836	0.7756	0	0	0.1724	0.1667	0.0417	0.1111	0.058	0.0738	0	0	0.0725	0.1011	0.9836	0.7844	0	0	0.1724	0.1667	0.0417	0.1136	0.0634	0.0769	0	0	0.0718	0.0974	0.9836	0.7786	0	0	0.1724	0.1667	0.0417	0.113	0.059	0.0751	0	0	org spec account	block of flats	0.0653	Stone, brick	No	6	0	6	0	-1,190	1	0	0	0	0	0	0	0	0	0	0	2
314,430	0	Cash loans	F	N	Y	0	180,000	747,000	38,268	747,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.026392	-22,734	365,243	-6,984	-4,334	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	0.356323	0.305211	0.669057	0.033	0	0.9697	0.8232	0	0	0.1034	0.125	0.2083	0	0.0504	0.0343	0	0.0387	0.0336	0	0.9697	0.8301	0	0	0.1034	0.125	0.2083	0	0.0551	0.0357	0	0.041	0.0333	0	0.9697	0.8256	0	0	0.1034	0.125	0.2083	0	0.0513	0.0349	0	0.0395	reg oper account	block of flats	0.0354	Stone, brick	No	13	3	13	0	-1,246	1	0	0	0	0	0	0	0	0	0	0	3
334,177	0	Cash loans	M	N	N	0	72,000	460,728	12,280.5	364,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-19,112	-1,387	-9,583	-2,665	7	1	1	0	1	0	0	Drivers	2	2	2	SATURDAY	14	0	0	0	0	1	1	Government	0.524742	0.491709	0.522697	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	-4	1	0	0	0	0	0	1	1	0	0	0	0
352,091	0	Cash loans	F	Y	Y	0	67,500	95,940	9,616.5	90,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-13,858	-186	-7,788	-4,072	22	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	9	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.571427	0.47585	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	-788	1	0	0	0	0	0	0	0	0	1	0	5
335,717	0	Cash loans	M	N	N	0	180,000	857,655	39,870	693,000	Spouse, partner	Working	Secondary / secondary special	Single / not married	With parents	0.02461	-11,216	-469	-5,159	-3,308	7	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	17	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.684723	0.754406	0.1567	0.1443	0.9771	0.6872	0.0653	0	0.3448	0.1667	0.2083	0.0882	0.1261	0.1482	0.0077	0.0077	0.1597	0.1497	0.9772	0.6994	0.0659	0	0.3448	0.1667	0.2083	0.0902	0.1377	0.1544	0.0078	0.0081	0.1582	0.1443	0.9771	0.6914	0.0657	0	0.3448	0.1667	0.2083	0.0897	0.1283	0.1508	0.0078	0.0079	reg oper account	block of flats	0.1522	Panel	No	0	0	0	0	-2,514	1	0	0	0	0	0	0	0	0	0	0	4
215,464	0	Cash loans	F	N	Y	1	292,500	1,288,350	37,800	1,125,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.00823	-12,821	-2,832	-11,507	-1,111	7	1	1	0	1	0	0	Core staff	3	2	2	TUESDAY	17	0	0	0	1	1	0	Government	0.449936	0.499373	0.401407	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	-777	1	0	0	0	0	0	0	0	0	1	0	1
396,899	0	Cash loans	M	Y	Y	1	157,500	770,292	30,676.5	688,500	Family	Working	Higher education	Married	House / apartment	0.010147	-13,506	-105	-2,876	-4,402	19	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	17	0	0	0	0	0	0	Transport: type 4	0.356323	0.594327	0.427657	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	-428	0	0	0	1	0	0	0	0	0	0	1	2
160,385	0	Cash loans	F	N	Y	0	135,000	314,100	19,215	225,000	Unaccompanied	Working	Lower secondary	Civil marriage	With parents	0.020246	-8,858	-874	-5,845	-1,533	7	1	1	0	1	0	0	Sales staff	2	3	3	TUESDAY	8	0	0	0	0	0	0	Business Entity Type 3	0.187516	0.219951	0.4171	0.068	0.0619	0.9767	0.6804	0.0081	0	0.1379	0.1667	0.2083	0.0735	0.0538	0.0333	0.0077	0.108	0.0693	0.0643	0.9767	0.6929	0.0082	0	0.1379	0.1667	0.2083	0.0752	0.0588	0.0347	0.0078	0.1144	0.0687	0.0619	0.9767	0.6847	0.0082	0	0.1379	0.1667	0.2083	0.0748	0.0547	0.0339	0.0078	0.1103	reg oper account	block of flats	0.0496	Stone, brick	No	0	0	0	0	-308	1	0	0	0	0	0	0	0	0	0	1	0
442,237	0	Cash loans	F	N	Y	0	135,000	521,280	35,392.5	450,000	Unaccompanied	State servant	Secondary / secondary special	Married	Rented apartment	0.009334	-18,905	-5,313	-2,253	-2,459	7	1	1	1	1	0	0	Laborers	2	2	2	THURSDAY	12	0	0	0	0	0	0	Other	0.356323	0.627254	0.45611	0.0062	0	0.9836	0.7756	0.0009	0	0.0345	0.0417	0.0417	0.0096	0.005	0.0058	0	0	0.0063	0	0.9836	0.7844	0.0009	0	0.0345	0.0417	0.0417	0.0098	0.0055	0.0061	0	0	0.0062	0	0.9836	0.7786	0.0009	0	0.0345	0.0417	0.0417	0.0098	0.0051	0.0059	0	0	reg oper account	block of flats	0.0046	Wooden	No	0	0	0	0	-1,473	1	0	0	0	0	0	0	0	0	0	0	1
269,133	0	Cash loans	M	N	N	0	135,000	67,500	7,632	67,500	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.00733	-16,021	-2,359	-6,294	-4,818	7	1	1	0	1	0	0	Managers	2	2	2	SATURDAY	16	0	0	0	0	1	1	Military	0.356323	0.605182	0.669057	0.1938	0.1025	0.9856	0.8028	0.0193	0	0.0345	0.1667	0.0417	0.0955	0.0504	0.0572	0	0.0016	0.1975	0.1063	0.9856	0.8105	0.0195	0	0.0345	0.1667	0.0417	0.0977	0.0551	0.0596	0	0.0017	0.1957	0.1025	0.9856	0.8054	0.0194	0	0.0345	0.1667	0.0417	0.0972	0.0513	0.0583	0	0.0016	reg oper account	block of flats	0.0585	Stone, brick	No	0	0	0	0	-4	1	0	0	0	0	0	0	0	0	0	0	3
216,537	0	Cash loans	F	N	Y	0	99,000	112,500	9,148.5	112,500	Family	Pensioner	Higher education	Separated	House / apartment	0.026392	-22,935	365,243	-12,982	-4,772	7	1	0	0	1	1	0	Laborers	1	2	2	MONDAY	18	0	0	0	0	0	0	XNA	0.763898	0.726084	0.684828	0.0082	0	0.9737	0.8232	0	0	0.0345	0.0417	0.2083	0	0.0504	0.0055	0	0	0.0084	0	0.9737	0.8301	0	0	0.0345	0.0417	0.2083	0	0.0551	0.0057	0	0	0.0083	0	0.9737	0.8256	0	0	0.0345	0.0417	0.2083	0	0.0513	0.0056	0	0	reg oper account	block of flats	0.0049	Stone, brick	Yes	5	2	5	1	-1,143	0	0	1	0	0	0	0	0	0	0	0	0
151,442	0	Cash loans	F	N	Y	0	121,500	1,006,920	38,484	900,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-21,522	365,243	-4,257	-4,992	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	0	XNA	0.885451	0.728184	0.723837	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	9	0	9	0	-1,300	0	0	1	0	0	0	0	0	0	0	2	0
302,122	0	Revolving loans	M	N	N	0	180,000	450,000	22,500	450,000	Unaccompanied	Working	Incomplete higher	Single / not married	Rented apartment	0.020713	-10,447	-1,771	-556	-566	7	1	1	0	1	0	0	Laborers	1	3	3	FRIDAY	6	0	0	0	1	1	0	Business Entity Type 3	0.220604	0.312784	0.728141	0.0247	0	0.9771	0.8232	0	0	0.069	0.0833	0.2083	0.0405	0.0504	0.0162	0	0	0.0252	0	0.9772	0.8301	0	0	0.069	0.0833	0.2083	0.0414	0.0551	0.0136	0	0	0.025	0	0.9771	0.8256	0	0	0.069	0.0833	0.2083	0.0412	0.0513	0.0165	0	0	reg oper account	block of flats	0.0153	Panel	No	0	0	0	0	-216	0	0	0	0	0	0	0	0	0	0	0	1
246,686	0	Cash loans	F	N	N	1	81,000	180,000	13,095	180,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018634	-12,017	-3,163	-3,167	-3,180	7	1	1	0	1	0	0	High skill tech staff	3	2	2	WEDNESDAY	13	0	0	0	1	1	0	Trade: type 3	0.471705	0.685963	0.309275	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	-2,638	0	0	0	1	0	0	0	0	0	0	1	0
225,663	0	Cash loans	F	N	Y	0	189,000	781,920	25,969.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.031329	-16,297	-9,697	-8,359	-4,198	7	1	1	1	1	1	0	Core staff	2	2	2	WEDNESDAY	9	0	0	0	0	0	0	Kindergarten	0.677856	0.658163	0.493863	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	-1,791	0	0	1	0	0	0	0	0	0	0	0	2
371,218	0	Cash loans	M	N	N	0	112,500	254,700	30,357	225,000	Unaccompanied	Working	Higher education	Married	With parents	0.00496	-10,387	-1,653	-1,611	-865	7	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.223819	0.557941	0.652897	0.1485	0.1136	0.9841	0.7824	0	0.16	0.1379	0.3333	0.0417	0.0252	0.1177	0.0907	0.0154	0.0086	0.1513	0.1179	0.9841	0.7909	0	0.1611	0.1379	0.3333	0.0417	0.0258	0.1286	0.0945	0.0156	0.0091	0.1499	0.1136	0.9841	0.7853	0	0.16	0.1379	0.3333	0.0417	0.0257	0.1197	0.0923	0.0155	0.0088	reg oper spec account	block of flats	0.1261	Panel	No	1	0	1	0	-412	1	0	0	0	0	0	0	0	0	0	0	0
121,417	0	Cash loans	M	N	Y	0	189,000	299,250	8,023.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010032	-22,228	-2,937	-9,863	-4,303	7	1	1	1	1	1	0	Laborers	2	2	2	TUESDAY	5	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.519552	0.691021	0.1338	0.1316	0.9821	0.7552	0.0483	0.05	0.2328	0.2188	0.0417	0	0.0836	0.0858	0.0019	0.0077	0.125	0.1193	0.9801	0.7387	0.0434	0	0.2759	0.1667	0.0417	0	0.0735	0.0473	0	0	0.1239	0.1354	0.9811	0.7451	0.0486	0	0.2414	0.1667	0.0417	0	0.0851	0.0797	0.0019	0.0005	reg oper account	block of flats	0.1634	Stone, brick	No	5	0	5	0	-980	1	0	0	0	0	0	1	0	0	0	0	3
204,579	0	Cash loans	F	N	Y	0	103,500	254,700	14,620.5	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.0105	-24,438	-864	-7,933	-4,166	7	1	1	0	1	0	0	Laborers	1	3	3	WEDNESDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.26195	0.576209	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	-82	1	0	0	0	0	0	0	0	0	0	0	1
138,830	0	Cash loans	F	N	Y	0	247,500	1,024,290	30,078	855,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.035792	-21,677	365,243	-89	-4,291	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.826021	0.605558	0.367291	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	-692	1	0	0	0	0	0	0	0	0	1	1	5
175,632	1	Cash loans	F	N	N	0	112,500	380,533.5	15,219	328,500	Unaccompanied	State servant	Higher education	Widow	House / apartment	0.016612	-22,396	-9,477	-3,261	-686	7	1	1	0	1	0	0	Core staff	1	2	2	WEDNESDAY	14	0	0	0	0	0	0	Medicine	0.356323	0.605286	0.418854	0.1856	0.1012	0.995	0.8232	0	0.08	0.069	0.375	0.2083	0.0194	0.0504	0.1349	0	0.0017	0.1891	0.105	0.995	0.8301	0	0.0806	0.069	0.375	0.2083	0.0199	0.0551	0.1405	0	0.0018	0.1874	0.1012	0.995	0.8256	0	0.08	0.069	0.375	0.2083	0.0198	0.0513	0.1373	0	0.0018	reg oper account	block of flats	0.1295	Stone, brick	No	0	0	0	0	-560	1	0	0	0	0	0	0	0	0	0	0	2
425,563	0	Cash loans	F	N	N	0	225,000	315,000	24,885	315,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.031329	-13,942	-5,201	-570	-4,771	7	1	1	1	1	0	0	Laborers	2	2	2	MONDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.778867	0.594248	0.298595	0.1887	0.0678	0.9985	0.9796	0.1024	0.24	0.1034	0.5833	0.4167	0.0323	0.1454	0.195	0.0386	0.049	0.1922	0.0703	0.9985	0.9804	0.1034	0.2417	0.1034	0.5833	0.4167	0.0331	0.1589	0.2032	0.0389	0.0518	0.1905	0.0678	0.9985	0.9799	0.1031	0.24	0.1034	0.5833	0.4167	0.0329	0.1479	0.1985	0.0388	0.05	reg oper account	block of flats	0.22	Monolithic	No	0	0	0	0	-166	0	0	0	1	0	0	0	0	0	0	0	1
229,502	0	Cash loans	M	N	N	1	157,500	521,280	27,292.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006207	-9,164	-1,581	-3,906	-1,071	7	1	1	1	1	0	0	Drivers	3	2	2	TUESDAY	16	1	1	1	1	1	1	Trade: type 3	0.356323	0.522341	0.10412	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	-528	1	0	0	0	0	0	0	0	0	0	0	1
122,775	0	Cash loans	F	Y	Y	0	315,000	1,132,573.5	40,810.5	927,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-21,032	-2,083	-5,067	-4,430	3	1	1	0	1	0	0	Medicine staff	2	2	2	THURSDAY	11	0	0	0	0	0	0	Medicine	0.684061	0.486983	0.524496	0.0619	0.0613	0.9861	0.8232	0	0	0.1379	0.1667	0.2083	0.0606	0.0504	0.0615	0	0	0.063	0.0636	0.9861	0.8301	0	0	0.1379	0.1667	0.2083	0.062	0.0551	0.064	0	0	0.0625	0.0613	0.9861	0.8256	0	0	0.1379	0.1667	0.2083	0.0617	0.0513	0.0626	0	0	reg oper account	block of flats	0.0632	Panel	No	1	0	1	0	-1,293	1	0	0	0	0	0	0	0	0	0	0	6
367,789	0	Cash loans	M	Y	Y	0	315,000	592,560	31,153.5	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	Office apartment	0.020246	-11,393	-3,792	-1,309	-4,032	2	1	1	0	1	0	0	Managers	1	3	3	TUESDAY	10	0	0	0	0	0	0	Military	0.289419	0.172725	0.515495	0.0825	0.1016	0.996	0.9456	0.052	0	0.0345	0.1667	0.2083	0.0144	0.0672	0.0486	0	0	0.084	0.1055	0.996	0.9477	0.0524	0	0.0345	0.1667	0.2083	0.0147	0.0735	0.0506	0	0	0.0833	0.1016	0.996	0.9463	0.0523	0	0.0345	0.1667	0.2083	0.0146	0.0684	0.0495	0	0	not specified	block of flats	0.0666	Panel	No	4	1	4	1	-1,046	0	0	0	1	0	0	0	0	0	0	0	3
258,532	0	Cash loans	M	Y	N	0	360,000	454,500	46,570.5	454,500	Unaccompanied	Commercial associate	Higher education	Married	Rented apartment	0.04622	-12,877	-1,293	-2,400	-2,578	5	1	1	0	1	0	0	Laborers	2	1	1	SATURDAY	9	1	1	0	1	1	0	Business Entity Type 3	0.293231	0.702874	0.710674	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,164	1	0	0	0	0	0	0	0	0	0	0	0
357,914	0	Revolving loans	M	Y	Y	0	450,000	900,000	45,000	900,000	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.028663	-20,553	-152	-10,486	-3,166	1	1	1	0	1	1	0	High skill tech staff	1	2	2	FRIDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.597844	0.614414	0.099	0.0354	0.9841	0.7824	0.0349	0.16	0.069	0.4583	0.5	0.0401	0.0807	0.0945	0	0.0084	0.1008	0.0367	0.9841	0.7909	0.0352	0.1611	0.069	0.4583	0.5	0.041	0.0882	0.0984	0	0.0089	0.0999	0.0354	0.9841	0.7853	0.0351	0.16	0.069	0.4583	0.5	0.0408	0.0821	0.0962	0	0.0086	reg oper account	block of flats	0.0952	Panel	No	0	0	0	0	-1,990	0	0	0	0	0	0	0	0	0	4	0	1
238,552	0	Cash loans	F	N	N	1	180,000	677,664	32,598	585,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-12,703	-592	-1,960	-2,521	7	1	1	1	1	0	0	Sales staff	3	3	3	TUESDAY	6	0	0	0	0	0	0	Other	0.356323	0.742514	0.436506	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	-508	1	0	0	0	0	0	0	0	0	0	1	2
260,382	0	Cash loans	F	Y	Y	1	112,500	323,194.5	23,647.5	279,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.031329	-11,801	-1,518	-3,135	-782	20	1	1	0	1	0	0	Sales staff	3	2	2	MONDAY	12	0	0	0	0	0	0	Self-employed	0.273236	0.663646	0.7463	0.0124	0.0082	0.9702	0.592	0.0067	0	0.069	0.0417	0.0417	0.0302	0.0101	0.0084	0	0	0.0126	0.0086	0.9702	0.608	0.0067	0	0.069	0.0417	0.0417	0.0309	0.011	0.0088	0	0	0.0125	0.0082	0.9702	0.5975	0.0067	0	0.069	0.0417	0.0417	0.0308	0.0103	0.0086	0	0	reg oper account	block of flats	0.0103	Stone, brick	Yes	3	1	3	0	-281	1	0	0	0	0	0	0	0	0	0	0	0
142,541	0	Cash loans	M	N	Y	0	247,500	886,176	34,488	765,000	Unaccompanied	Working	Incomplete higher	Married	With parents	0.016612	-11,774	-3,036	-4,161	-657	7	1	1	1	1	0	0	Laborers	2	2	2	SUNDAY	10	0	0	0	1	1	0	Construction	0.356323	0.600884	0.362277	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-428	1	0	0	0	0	0	0	0	0	0	0	3
284,580	0	Cash loans	F	N	N	0	81,000	135,000	7,321.5	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-23,551	365,243	-8,541	-2,543	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	0	XNA	0.356323	0.383092	0.365617	0.0186	0.0455	0.9886	0.8436	0	0	0.1034	0.0417	0.0833	0.0318	0.0151	0.0173	0	0	0.0189	0.0472	0.9886	0.8497	0	0	0.1034	0.0417	0.0833	0.0325	0.0165	0.0181	0	0	0.0187	0.0455	0.9886	0.8457	0	0	0.1034	0.0417	0.0833	0.0324	0.0154	0.0176	0	0	reg oper account	block of flats	0.015	Stone, brick	No	2	1	2	1	-208	1	0	0	0	0	0	0	0	1	0	0	1
245,770	0	Cash loans	F	N	Y	0	76,500	188,685	9,760.5	157,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.020246	-16,574	-1,230	-1,206	-3	7	1	1	0	1	0	0	Laborers	2	3	3	THURSDAY	11	0	0	0	0	0	0	Business Entity Type 3	0.495148	0.378071	0.328063	0.0722	0.071	0.9791	0.8232	0	0	0.1379	0.1667	0.2083	0.024	0.0504	0.0655	0	0.0207	0.0735	0.0737	0.9791	0.8301	0	0	0.1379	0.1667	0.2083	0.0245	0.0551	0.0683	0	0.0219	0.0729	0.071	0.9791	0.8256	0	0	0.1379	0.1667	0.2083	0.0244	0.0513	0.0667	0	0.0211	reg oper account	block of flats	0.0572	Stone, brick	No	5	0	5	0	-837	1	0	0	0	0	0	0	0	0	0	0	0
237,841	0	Cash loans	M	Y	Y	1	90,000	472,500	35,455.5	472,500	Family	Commercial associate	Secondary / secondary special	Married	With parents	0.028663	-10,184	-120	-4,403	-2,861	1	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.558798	0.672243	0.0588	0.0855	0.9762	0.6736	0.0071	0	0.1379	0.1667	0.2083	0.071	0.0471	0.0533	0.0039	0.05	0.0599	0.0888	0.9762	0.6864	0.0072	0	0.1379	0.1667	0.2083	0.0726	0.0514	0.0555	0.0039	0.0529	0.0593	0.0855	0.9762	0.678	0.0071	0	0.1379	0.1667	0.2083	0.0723	0.0479	0.0542	0.0039	0.051	reg oper account	block of flats	0.0567	Stone, brick	No	4	0	4	0	-1,826	1	0	0	0	0	0	0	0	0	0	0	0
186,669	1	Cash loans	F	N	N	0	81,000	479,799	23,080.5	400,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-20,430	365,243	-10,788	-3,963	7	1	0	0	1	0	0	Laborers	2	3	3	MONDAY	7	0	0	0	0	0	0	XNA	0.349359	0.538163	0.501075	0.0206	0.0079	0.9737	0.8232	0	0	0.069	0.0417	0.2083	0.0158	0.0504	0.013	0	0	0.021	0.0082	0.9737	0.8301	0	0	0.069	0.0417	0.2083	0.0161	0.0551	0.0135	0	0	0.0208	0.0079	0.9737	0.8256	0	0	0.069	0.0417	0.2083	0.0161	0.0513	0.0132	0	0	reg oper account	block of flats	0.0113	Wooden	Yes	1	0	1	0	-1,512	0	0	1	0	0	0	0	0	0	1	0	2
208,741	0	Cash loans	M	Y	Y	1	81,000	180,000	10,462.5	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-14,912	-7,883	-3,324	-4,534	8	1	1	1	1	1	0	Drivers	3	2	2	TUESDAY	9	0	0	0	0	0	0	Government	0.404876	0.5001	0.692559	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,954	1	0	0	0	0	0	0	0	0	0	0	2
415,464	0	Revolving loans	M	N	Y	0	135,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010147	-8,431	-784	-8,254	-833	7	1	1	0	1	1	0	Laborers	1	2	2	SATURDAY	17	0	0	0	0	0	0	Insurance	0.356323	0.691481	0.474051	0.1649	0.9132	0.9886	0.8436	0.0331	0.16	0.1379	0.375	0.4167	0.1278	0.1345	0.1705	0	0.0833	0.1681	0.9476	0.9886	0.8497	0.0334	0.1611	0.1379	0.375	0.4167	0.1307	0.1469	0.1776	0	0.0882	0.1665	0.9132	0.9886	0.8457	0.0333	0.16	0.1379	0.375	0.4167	0.13	0.1368	0.1735	0	0.085	reg oper account	block of flats	0.157	Panel	No	0	0	0	0	-247	1	0	0	0	0	0	0	0	0	0	0	1
169,032	0	Cash loans	M	N	Y	0	315,000	1,160,059.5	41,796	949,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.014464	-19,435	-5,067	-7,125	-2,981	7	1	1	0	1	0	0	Managers	1	2	2	WEDNESDAY	8	0	0	0	0	0	0	Self-employed	0.121706	0.621613	0.7463	0.0928	0.101	0.9791	0.7144	0.0132	0	0.2069	0.1667	0.2083	0.0686	0.0756	0.0873	0	0.0036	0.0945	0.1048	0.9791	0.7256	0.0133	0	0.2069	0.1667	0.2083	0.0701	0.0826	0.091	0	0.0038	0.0937	0.101	0.9791	0.7182	0.0133	0	0.2069	0.1667	0.2083	0.0698	0.077	0.0889	0	0.0036	reg oper spec account	block of flats	0.0686	Panel	No	0	0	0	0	-289	1	0	0	0	0	0	0	0	0	0	1	7
108,060	0	Cash loans	F	N	N	1	225,000	1,080,000	31,707	1,080,000	Family	Working	Higher education	Single / not married	With parents	0.035792	-11,718	-1,503	-1,621	-4,109	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	16	1	0	1	1	1	1	Business Entity Type 3	0.354913	0.677456	0.58674	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	4	0	-1,226	1	0	0	0	0	0	0	0	0	0	0	1
267,905	0	Cash loans	F	N	Y	0	112,500	971,316	51,880.5	918,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-22,885	365,243	-10,667	-4,618	7	1	0	0	1	0	0	Laborers	2	3	2	THURSDAY	9	0	0	0	0	0	0	XNA	0.356323	0.643309	0.7463	0.0825	0.0657	0.9762	0.6736	0.0286	0	0.1379	0.1667	0.2083	0.0495	0.0672	0.0707	0	0	0.084	0.0682	0.9762	0.6864	0.0289	0	0.1379	0.1667	0.2083	0.0507	0.0735	0.0737	0	0	0.0833	0.0657	0.9762	0.678	0.0288	0	0.1379	0.1667	0.2083	0.0504	0.0684	0.072	0	0	reg oper account	block of flats	0.0713	Panel	No	3	0	3	0	-683	1	0	0	0	0	0	0	0	0	0	0	0
266,346	0	Revolving loans	F	N	Y	0	130,500	270,000	13,500	270,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.018029	-23,098	-6,842	-3,253	-4,624	7	1	1	0	1	0	0	Laborers	2	3	3	SUNDAY	8	0	0	0	0	0	0	School	0.356323	0.087199	0.410103	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-815	0	0	0	0	0	0	0	0	0	1	0	5
346,467	0	Cash loans	F	Y	N	0	216,000	1,223,010	47,983.5	1,125,000	Unaccompanied	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.04622	-15,906	-1,540	-8,409	-4,774	2	1	1	1	1	0	0	Managers	2	1	1	WEDNESDAY	13	0	1	1	0	1	1	Military	0.594609	0.683736	0.604113	0.2938	0.1702	0.9856	0.8232	0	0.48	0.2069	0.4583	0.2083	0.035	0.0504	0.2748	0	0.0008	0.2994	0.1766	0.9856	0.8301	0	0.4834	0.2069	0.4583	0.2083	0.0358	0.0551	0.2863	0	0.0008	0.2967	0.1702	0.9856	0.8256	0	0.48	0.2069	0.4583	0.2083	0.0356	0.0513	0.2798	0	0.0008	reg oper account	block of flats	0.2545	Panel	No	0	0	0	0	-3,526	1	0	0	0	1	0	0	0	0	1	0	0
281,725	0	Cash loans	F	N	N	1	180,000	364,896	26,077.5	315,000	Family	Working	Secondary / secondary special	Separated	House / apartment	0.019101	-15,204	-1,160	-6,908	-3,821	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.285898	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0
187,219	0	Cash loans	M	Y	Y	0	270,000	451,804.5	30,321	369,000	Spouse, partner	Pensioner	Secondary / secondary special	Married	House / apartment	0.006207	-22,587	365,243	-5,875	-4,206	13	1	0	0	1	0	1	Laborers	2	2	2	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.62895	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	0	7	0	-1,064	1	0	0	0	0	0	0	0	0	0	0	0
204,869	0	Revolving loans	M	N	Y	1	270,000	337,500	16,875	337,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.00823	-13,706	-1,339	-485	-4,780	7	1	1	0	1	0	0	High skill tech staff	3	2	2	THURSDAY	19	0	0	0	0	0	0	Other	0.520627	0.586262	0.576209	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	-643	0	0	0	0	0	0	0	0	0	0	0	3
270,707	0	Cash loans	F	N	N	0	126,000	855,882	36,261	765,000	Unaccompanied	State servant	Secondary / secondary special	Separated	House / apartment	0.04622	-20,934	-2,757	-10,747	-4,468	7	1	1	1	1	1	0	Waiters/barmen staff	1	1	1	SATURDAY	13	0	0	0	0	1	1	Government	0.356323	0.71043	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	0	0	0	0	-1,918	1	0	0	0	0	0	0	0	0	0	0	2