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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_13 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	FLAG_DOCUMENT_19 int64 0 1	AMT_REQ_CREDIT_BUREAU_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
444,512	0	Cash loans	M	Y	N	0	157,500	1,260,000	47,992.5	1,260,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-14,002	-6,442	-8,116	-4,231	3	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.601235	0.652897	0.0113	0.024	0.9687	0.5716	0	0	0.069	0.0417	0.2083	0.0117	0.0504	0.0148	0	0	0.0116	0.0249	0.9687	0.5884	0	0	0.069	0.0417	0.2083	0.012	0.0551	0.0155	0	0	0.0115	0.024	0.9687	0.5773	0	0	0.069	0.0417	0.2083	0.0119	0.0513	0.0151	0	0	reg oper account	block of flats	0.0143	Stone, brick	No	0	0	0	0	-560	1	0	0	0	0	0	0	0	0	0	0	0	2
136,524	0	Cash loans	F	N	Y	0	72,000	343,377	12,942	283,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	Municipal apartment	0.009549	-22,182	365,243	-9,467	-3,717	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	10	0	0	0	0	0	0	XNA	0.356323	0.183033	0.450747	0.1505	0	0.9851	0.8232	0	0	0.0345	0.1667	0.2083	0.0305	0.0504	0.0758	0	0.0206	0.1534	0	0.9851	0.8301	0	0	0.0345	0.1667	0.2083	0.0312	0.0551	0.079	0	0.0218	0.152	0	0.9851	0.8256	0	0	0.0345	0.1667	0.2083	0.0311	0.0513	0.0772	0	0.021	reg oper account	block of flats	0.0641	Stone, brick	No	0	0	0	0	-1,943	1	0	0	0	0	0	0	0	0	0	0	0	4
114,394	0	Cash loans	M	Y	Y	0	202,500	1,125,000	30,298.5	1,125,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.032561	-20,191	-2,185	-2,909	-3,557	28	1	1	0	1	0	0	Security staff	2	1	1	TUESDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.705071	0.427657	0.2938	0.1813	0.9876	0.8232	0	0.32	0.2759	0.3333	0.2083	0.1006	0.0504	0.2376	0	0.0101	0.2994	0.1881	0.9876	0.8301	0	0.3222	0.2759	0.3333	0.2083	0.1029	0.0551	0.1617	0	0.0107	0.2967	0.1813	0.9876	0.8256	0	0.32	0.2759	0.3333	0.2083	0.1023	0.0513	0.2419	0	0.0103	org spec account	block of flats	0.2517	Panel	No	0	0	0	0	-1,217	0	0	0	1	0	0	0	0	0	0	1	2	1
302,796	0	Cash loans	M	N	Y	0	202,500	923,454	34,056	661,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-16,345	-3,386	-7,843	-4,160	7	1	1	0	1	0	0	Security staff	2	2	2	FRIDAY	11	0	1	1	0	0	0	Security	0.356323	0.350223	0.65126	0.0825	0	0.9672	0.8232	0	0	0.0345	0	0.2083	0.004	0.0504	0.0019	0	0	0.084	0	0.9672	0.8301	0	0	0.0345	0	0.2083	0.0041	0.0551	0.002	0	0	0.0833	0	0.9672	0.8256	0	0	0.0345	0	0.2083	0.0041	0.0513	0.0019	0	0	reg oper account	block of flats	0.0015	Wooden	Yes	0	0	0	0	-1,781	1	0	0	0	0	0	0	0	0	0	0	2	1
127,598	1	Cash loans	F	N	Y	0	67,500	918,000	45,504	918,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-21,843	365,243	-2,140	-3,559	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	0	0	XNA	0.356323	0.457214	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,220	0	0	0	0	0	0	0	0	0	0	0	0	0
380,461	0	Cash loans	M	Y	N	0	225,000	170,640	13,482	135,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.019101	-12,908	-1,201	-3,209	-4,452	2	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	1	1	Construction	0.356323	0.625125	0.213967	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	-865	1	0	0	0	0	0	0	0	0	0	0	2	1
307,768	0	Cash loans	F	N	Y	1	112,500	355,320	34,744.5	337,500	Spouse, partner	Working	Higher education	Married	House / apartment	0.00733	-13,818	-5,703	-5,767	-5,867	7	1	1	0	1	0	0	Core staff	3	2	2	TUESDAY	18	0	0	0	0	0	0	Other	0.356323	0.604487	0.813917	0.0753	0.0841	0.9816	0.7484	0.1353	0	0.1379	0.1667	0.2083	0.0574	0.0588	0.0611	0.0116	0.0155	0.0767	0.0872	0.9816	0.7583	0.1365	0	0.1379	0.1667	0.2083	0.0587	0.0643	0.0637	0.0117	0.0165	0.076	0.0841	0.9816	0.7518	0.1361	0	0.1379	0.1667	0.2083	0.0584	0.0599	0.0622	0.0116	0.0159	reg oper account	block of flats	0.0739	Stone, brick	No	0	0	0	0	-1,117	1	0	0	0	0	0	0	0	0	0	0	0	3
330,972	1	Cash loans	F	N	N	0	112,500	283,419	16,699.5	234,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00702	-11,542	-478	-2,035	-2,950	7	1	1	0	1	0	0	Sales staff	2	2	2	SATURDAY	14	0	0	0	0	0	0	Trade: type 3	0.356323	0.333454	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	-339	0	0	0	1	0	0	1	0	0	0	0	0	0
133,648	0	Cash loans	F	N	Y	0	166,500	675,000	26,901	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-17,014	-5,386	-6,190	-572	7	1	1	0	1	0	0	Core staff	2	2	2	SATURDAY	12	0	0	0	0	0	0	Industry: type 11	0.356323	0.670808	0.773896	0.0742	0	0.9916	0.8232	0	0.08	0.069	0.3333	0.2083	0	0.0504	0.0758	0	0.0045	0.0756	0	0.9916	0.8301	0	0.0806	0.069	0.3333	0.2083	0	0.0551	0.0789	0	0.0048	0.0749	0	0.9916	0.8256	0	0.08	0.069	0.3333	0.2083	0	0.0513	0.0771	0	0.0046	reg oper account	block of flats	0.0606	Others	No	4	0	4	0	-499	1	0	0	0	0	0	0	0	0	0	4	0	1
334,979	0	Cash loans	F	N	Y	0	112,500	305,955	34,731	283,500	Unaccompanied	Commercial associate	Higher education	Widow	House / apartment	0.04622	-19,077	-601	-10,807	-2,595	7	1	1	0	1	0	0	Cleaning staff	1	1	1	WEDNESDAY	9	0	0	0	0	1	1	Other	0.356323	0.745243	0.780144	0.0227	0.0809	0.9722	0.6192	0	0	0.1379	0.0833	0.125	0.056	0.0185	0.0261	0	0.0492	0.0231	0.0839	0.9722	0.6341	0	0	0.1379	0.0833	0.125	0.0572	0.0202	0.0272	0	0.0521	0.0229	0.0809	0.9722	0.6243	0	0	0.1379	0.0833	0.125	0.0569	0.0188	0.0266	0	0.0502	reg oper account	block of flats	0.0205	Stone, brick	No	0	0	0	0	-3,432	1	0	0	0	0	0	0	0	0	0	0	0	5
109,195	0	Revolving loans	M	Y	Y	0	315,000	810,000	40,500	810,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-23,052	-5,433	-13,916	-4,040	6	1	1	0	1	1	0	Managers	2	2	2	TUESDAY	9	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.483099	0.803885	0.0186	0.0253	0.9717	0.6124	0.005	0	0.069	0.0833	0.125	0.0148	0.0151	0.0241	0	0	0.0189	0.0263	0.9717	0.6276	0.0051	0	0.069	0.0833	0.125	0.0151	0.0165	0.0251	0	0	0.0187	0.0253	0.9717	0.6176	0.005	0	0.069	0.0833	0.125	0.015	0.0154	0.0245	0	0	reg oper account	block of flats	0.0217	Stone, brick	No	5	0	5	0	-1,201	0	0	0	0	0	0	0	0	0	0	1	0	4
324,354	0	Revolving loans	F	N	Y	1	76,500	225,000	11,250	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.009175	-12,932	-361	-2,312	-4,365	7	1	1	1	1	1	0	Core staff	3	2	2	WEDNESDAY	10	0	0	0	1	1	0	Kindergarten	0.710626	0.415621	0.461482	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
270,003	0	Cash loans	F	Y	Y	0	166,500	922,500	27,103.5	922,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.015221	-21,175	365,243	-3,758	-4,472	11	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	0.910705	0.194215	0.643026	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	3
241,731	0	Revolving loans	F	N	Y	1	162,000	270,000	13,500	270,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.030755	-13,640	-6,014	-4,960	-5,242	7	1	1	0	1	0	0	HR staff	3	2	2	TUESDAY	10	0	0	0	0	0	0	School	0.356323	0.359082	0.227613	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	0	0	0	0	0	0	0	0	0	0	0	1	1
373,084	0	Cash loans	F	N	Y	0	76,500	225,000	22,050	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.015221	-24,158	365,243	-5,605	-4,499	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	8	0	0	0	0	0	0	XNA	0.356323	0.503266	0.664248	0.1103	0.1416	0.9861	0.8096	0	0	0.2759	0.1667	0.2083	0.0647	0.0899	0.1027	0	0.1569	0.1124	0.147	0.9861	0.8171	0	0	0.2759	0.1667	0.2083	0.0662	0.0983	0.107	0	0.1662	0.1114	0.1416	0.9861	0.8121	0	0	0.2759	0.1667	0.2083	0.0659	0.0915	0.1046	0	0.1602	org spec account	block of flats	0.1149	Stone, brick	No	1	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1
117,282	0	Cash loans	F	N	Y	0	157,500	269,550	21,294	225,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.003069	-12,258	-1,805	-5,542	-2,439	7	1	1	0	1	0	0	Core staff	1	3	3	MONDAY	11	0	0	0	0	0	0	Kindergarten	0.356323	0.524594	0.644679	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	-1,387	1	0	0	0	0	0	0	0	0	0	0	2	1
182,351	0	Cash loans	F	Y	N	0	180,000	1,525,482	40,369.5	1,363,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-19,048	-5,408	-439	-2,555	6	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Medicine	0.901714	0.610753	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	2	0	2	0	-1,736	1	0	0	0	1	0	0	0	0	0	1	0	0
302,597	0	Cash loans	F	N	Y	0	99,000	123,637.5	10,039.5	112,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-11,996	-2,057	-5,607	-2,545	7	1	1	1	1	1	0	High skill tech staff	2	2	2	SATURDAY	10	0	0	0	0	0	0	Medicine	0.46404	0.688229	0.639708	0.0825	0	0.9598	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0047	0	0	0.084	0	0.9598	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0049	0	0	0.0833	0	0.9598	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0048	0	0	reg oper account	block of flats	0.0075	Panel	No	5	2	5	1	-1,428	1	0	0	0	0	0	0	0	0	0	0	0	1
290,624	0	Cash loans	M	Y	Y	0	157,500	119,893.5	10,417.5	103,500	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.020713	-8,517	-790	-682	-870	9	1	1	0	1	0	0	Drivers	2	3	3	THURSDAY	9	0	0	0	0	1	1	Construction	0.356323	0.341152	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	-727	0	0	0	1	0	0	0	0	0	0	0	0	0
312,482	0	Cash loans	M	N	N	0	108,000	646,344	18,522	423,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	With parents	0.019689	-9,151	-1,716	-8,649	-1,777	7	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	7	0	0	0	0	0	0	Industry: type 9	0.191247	0.504736	0.08065	0.0969	0.1343	0.9881	0.8368	0.0109	0	0.2414	0.1667	0.0417	0.0905	0.079	0.0933	0	0	0.0987	0.1394	0.9881	0.8432	0.011	0	0.2414	0.1667	0.0417	0.0926	0.0863	0.0973	0	0	0.0978	0.1343	0.9881	0.839	0.011	0	0.2414	0.1667	0.0417	0.0921	0.0804	0.095	0	0	not specified	block of flats	0.0794	Stone, brick	No	1	0	1	0	0	1	0	0	0	0	0	1	0	0	0	1	0	0
366,592	0	Cash loans	F	Y	Y	0	225,000	291,915	17,986.5	252,000	Family	Working	Higher education	Married	House / apartment	0.04622	-13,481	-1,536	-7,384	-3,621	24	1	1	0	1	0	0	Laborers	2	1	1	FRIDAY	12	0	0	0	0	0	0	Transport: type 3	0.545291	0.70207	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	-1,329	1	0	0	0	0	0	0	0	0	0	0	1	2
430,516	0	Cash loans	F	N	Y	0	112,500	668,484	21,694.5	558,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.006296	-19,812	-1,690	-943	-3,111	7	1	1	0	1	0	0	Sales staff	1	3	3	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.698702	0.191822	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	-1,091	1	0	0	0	0	0	0	0	0	0	0	2	4
206,442	0	Cash loans	M	N	N	0	135,000	263,686.5	29,880	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-12,025	-1,580	-311	-4,688	7	1	1	0	1	1	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.293382	0.101486	0.843544	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	-58	1	0	0	0	0	0	0	0	0	0	0	0	2
157,588	0	Cash loans	F	N	Y	0	135,000	270,000	18,265.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-10,582	-1,948	-755	-3,229	7	1	1	1	1	1	0	Laborers	2	2	2	SUNDAY	23	0	0	0	0	0	0	Business Entity Type 1	0.144571	0.24873	0.508287	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,748	0	1	0	0	0	0	0	0	0	0	1	0	0
201,613	0	Cash loans	F	N	Y	0	135,000	655,614	39,168	607,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Rented apartment	0.010006	-18,857	-536	-2,603	-2,084	7	1	1	0	1	0	0	Sales staff	2	2	1	TUESDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.579616	0.173527	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	1	0	5
108,480	0	Cash loans	F	N	Y	0	67,500	164,952	6,052.5	130,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.008575	-20,919	365,243	-9,295	-4,312	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	17	0	0	0	0	0	0	XNA	0.356323	0.698655	0.703203	0.0753	0.0989	0.9871	0.8232	0	0	0.1724	0.1667	0.2083	0.0952	0.0504	0.067	0	0.0189	0.0767	0.1026	0.9871	0.8301	0	0	0.1724	0.1667	0.2083	0.0974	0.0551	0.0698	0	0.02	0.076	0.0989	0.9871	0.8256	0	0	0.1724	0.1667	0.2083	0.0969	0.0513	0.0682	0	0.0193	reg oper account	block of flats	0.0568	Stone, brick	No	0	0	0	0	-398	0	0	1	0	0	0	0	0	0	0	0	0	1
294,203	0	Cash loans	F	N	Y	0	157,500	592,560	30,384	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010032	-11,901	-945	-3,485	-3,499	7	1	1	0	1	0	0	Medicine staff	2	2	2	WEDNESDAY	5	0	0	0	0	1	1	Medicine	0.356323	0.592887	0.7463	0.0619	0.0685	0.9856	0.8028	0.0331	0	0.1034	0.1667	0.2083	0.0644	0.0504	0.0647	0	0	0.063	0.0711	0.9856	0.8105	0.0334	0	0.1034	0.1667	0.2083	0.0659	0.0551	0.0675	0	0	0.0625	0.0685	0.9856	0.8054	0.0333	0	0.1034	0.1667	0.2083	0.0655	0.0513	0.0659	0	0	reg oper account	block of flats	0.069	Stone, brick	No	0	0	0	0	-676	1	0	0	0	0	0	0	0	0	0	0	0	2
400,950	0	Cash loans	M	N	Y	2	180,000	900,000	26,446.5	900,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.0228	-14,486	-394	-8,261	-3,904	7	1	1	0	1	0	0	Managers	4	2	2	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.369199	0.580288	0.463275	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	0	0	0	0	1	0	0	0	0	1	0	0	0	2
356,286	0	Cash loans	F	N	Y	0	247,500	900,000	29,034	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.032561	-13,082	-142	-6,593	-3,921	7	1	1	1	1	1	0	Core staff	1	1	1	THURSDAY	20	0	0	0	0	0	0	Bank	0.185296	0.614334	0.540654	0.1134	0.0529	0.9836	0.7756	0.0263	0.08	0.0345	0.625	0.6667	0.1143	0.0925	0.1113	0	0.0094	0.1155	0.0549	0.9836	0.7844	0.0265	0.0806	0.0345	0.625	0.6667	0.1169	0.101	0.1159	0	0.0099	0.1145	0.0529	0.9836	0.7786	0.0264	0.08	0.0345	0.625	0.6667	0.1162	0.0941	0.1133	0	0.0096	reg oper account	block of flats	0.1039	Stone, brick	No	0	0	0	0	-1,418	0	1	0	0	0	0	0	0	0	0	0	0	1
408,141	1	Cash loans	M	Y	N	0	121,500	900,000	26,316	900,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.035792	-20,107	-1,185	-9,103	-3,469	13	1	1	1	1	0	0	Drivers	2	2	2	WEDNESDAY	13	0	0	0	0	1	1	Business Entity Type 2	0.356323	0.240683	0.710674	0.0144	0	0.9702	0.8232	0	0	0.0345	0.0417	0.2083	0	0.0504	0.0053	0	0.0056	0.0147	0	0.9702	0.8301	0	0	0.0345	0.0417	0.2083	0	0.0551	0.0056	0	0.0059	0.0146	0	0.9702	0.8256	0	0	0.0345	0.0417	0.2083	0	0.0513	0.0054	0	0.0057	reg oper account	block of flats	0.0054	Stone, brick	No	5	0	5	0	-397	1	0	0	0	0	0	0	0	0	0	0	0	0
278,859	0	Cash loans	F	N	Y	1	148,500	85,500	10,273.5	85,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.006008	-12,459	-4,621	-1,378	-4,760	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	13	0	0	0	0	0	0	Business Entity Type 1	0.480674	0.656143	0.675413	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	2
150,852	0	Revolving loans	F	N	Y	1	180,000	382,500	19,125	382,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011703	-17,574	-1,592	-7,822	-1,107	7	1	1	1	1	1	1	Medicine staff	3	2	2	SUNDAY	11	1	1	0	1	1	0	Other	0.824517	0.758439	0.670652	0.0732	0.0622	0.9816	0.7484	0.008	0	0.1379	0.1667	0.0833	0.0425	0.058	0.0613	0.0077	0.0152	0.0746	0.0645	0.9816	0.7583	0.008	0	0.1379	0.1667	0.0833	0.0435	0.0634	0.0639	0.0078	0.0161	0.0739	0.0622	0.9816	0.7518	0.008	0	0.1379	0.1667	0.0833	0.0432	0.059	0.0624	0.0078	0.0155	reg oper spec account	block of flats	0.0559	Panel	No	0	0	0	0	-932	0	0	0	0	0	0	0	0	0	0	0	0	1
278,270	1	Cash loans	M	Y	Y	0	225,000	313,438.5	37,327.5	283,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.00733	-17,117	-864	-3,960	-645	21	1	1	0	1	0	0	Drivers	1	2	2	WEDNESDAY	17	0	0	0	0	0	0	Self-employed	0.356323	0.212492	0.4579	0.1031	0.0888	0.9826	0.762	0.0393	0	0.2069	0.1667	0.2083	0.0675	0.0841	0.0905	0	0	0.105	0.0922	0.9826	0.7713	0.0397	0	0.2069	0.1667	0.2083	0.069	0.0918	0.0943	0	0	0.1041	0.0888	0.9826	0.7652	0.0396	0	0.2069	0.1667	0.2083	0.0687	0.0855	0.0921	0	0	reg oper account	block of flats	0.0927	Stone, brick	No	0	0	0	0	-69	0	0	0	1	0	0	0	0	0	0	0	1	0
383,980	0	Cash loans	M	N	Y	0	108,000	167,076	11,758.5	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.019101	-22,830	365,243	-11,215	-1,154	7	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	14	0	0	0	0	0	0	XNA	0.356323	0.246786	0.813917	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	10	0	10	0	0	0	0	1	0	0	0	0	0	0	0	1	0	2
108,020	0	Cash loans	F	N	Y	0	144,000	592,560	31,153.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00823	-22,742	-3,379	-2,926	-898	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	0	0	School	0.356323	0.593836	0.286652	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	-453	1	0	0	0	0	0	0	0	0	0	0	0	2
347,068	0	Cash loans	F	N	Y	0	112,500	239,850	25,960.5	225,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.025164	-16,461	-2,189	-13,509	-10	7	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.389276	0.610991	0.0471	0.0255	0.9687	0.5716	0.0492	0	0.1379	0.125	0.1667	0.0163	0.0381	0.0495	0.0013	0.0225	0.0263	0.013	0.9687	0.5884	0.0374	0	0.1034	0.0833	0.125	0.0116	0.023	0.0275	0	0	0.0479	0.0252	0.9687	0.5773	0.0513	0	0.1379	0.125	0.1667	0.0159	0.0393	0.0499	0	0.0074	reg oper account	block of flats	0.041	Mixed	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0
256,500	0	Cash loans	F	Y	N	1	135,000	265,500	8,334	265,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.018209	-10,434	-2,239	-1,389	-2,286	5	1	1	0	1	0	0	Medicine staff	3	3	3	FRIDAY	13	0	0	0	0	1	1	Medicine	0.356323	0.444864	0.086731	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	1	0	0	0	0	0	0	0	0	0	0	0	0
103,945	0	Cash loans	F	N	Y	2	157,500	781,920	34,573.5	675,000	Unaccompanied	Working	Higher education	Married	Office apartment	0.020713	-14,487	-112	-828	-4,399	7	1	1	0	1	0	0	Core staff	4	3	1	THURSDAY	8	0	0	0	0	0	0	Kindergarten	0.773076	0.403538	0.694093	0.079	0	0.9767	0.7212	0.0165	0.02	0.1586	0.2	0.0208	0.0446	0.0878	0.0649	0	0.0379	0.0368	0	0.9737	0.6537	0.012	0	0.1379	0.1667	0	0.0148	0.0321	0.0328	0	0.0032	0.0656	0	0.9737	0.7249	0.0166	0.02	0.1379	0.1667	0.0208	0.0339	0.0894	0.0515	0	0.0226	reg oper account	block of flats	0.0296	Stone, brick	No	0	0	0	0	-46	1	0	0	0	0	0	0	0	0	0	0	0	1
395,647	0	Cash loans	F	N	Y	1	112,500	521,280	27,423	450,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-12,945	-221	-89	-3,866	7	1	1	0	1	0	0	Laborers	3	2	2	SUNDAY	12	0	0	0	0	0	0	Housing	0.404086	0.646729	0.624615	0.0103	0.0164	0.9742	0.6464	0	0	0.069	0.0417	0.0833	0	0.0084	0.0148	0	0	0.0105	0.017	0.9742	0.6602	0	0	0.069	0.0417	0.0833	0	0.0092	0.0155	0	0	0.0104	0.0164	0.9742	0.6511	0	0	0.069	0.0417	0.0833	0	0.0086	0.0151	0	0	reg oper spec account	block of flats	0.0117	Stone, brick	No	7	2	7	1	-1,922	1	0	0	0	0	0	0	0	0	0	0	0	2
440,662	0	Cash loans	F	N	Y	0	225,000	755,190	36,459	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	With parents	0.035792	-11,583	-180	-3,813	-3,029	7	1	1	1	1	1	0	Laborers	1	2	2	WEDNESDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.320037	0.559531	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	0	0	0	0	-711	1	0	0	0	0	0	0	0	0	0	0	0	5
213,819	0	Revolving loans	F	N	N	0	270,000	810,000	40,500	810,000	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.04622	-22,092	365,243	-3,754	-4,452	7	1	0	0	1	1	0	Laborers	1	1	1	THURSDAY	18	0	0	0	0	0	0	XNA	0.810855	0.766963	0.466864	0.0845	0.0512	0.9816	0.7484	0	0.08	0.0345	0.4583	0.5	0	0.0504	0	0	0.0597	0.0861	0.0532	0.9816	0.7583	0	0.0806	0.0345	0.4583	0.5	0	0.0551	0	0	0.0632	0.0854	0.0512	0.9816	0.7518	0	0.08	0.0345	0.4583	0.5	0	0.0513	0	0	0.0609	reg oper account	block of flats	0.084	Stone, brick	No	1	0	1	0	-2,663	0	0	0	0	0	0	0	0	0	0	0	0	0
435,255	0	Cash loans	F	Y	Y	2	157,500	450,000	19,953	450,000	Family	Working	Higher education	Married	House / apartment	0.028663	-16,229	-814	-6,429	-2,548	6	1	1	0	1	0	0	Core staff	4	2	2	FRIDAY	14	0	0	0	1	1	0	School	0.777002	0.710043	0.323311	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	-896	0	0	0	1	0	0	0	0	0	0	0	0	0
419,986	0	Cash loans	F	N	Y	0	234,000	1,125,000	32,895	1,125,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.028663	-18,583	-1,113	-2,134	-2,129	7	1	1	0	1	0	0	Cooking staff	1	2	2	TUESDAY	12	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.704151	0.80502	0.0928	0.1004	0.9786	0.8232	0	0	0.2069	0.1667	0.2083	0.0175	0.0504	0.0877	0	0	0.0945	0.1042	0.9786	0.8301	0	0	0.2069	0.1667	0.2083	0.0179	0.0551	0.0914	0	0	0.0937	0.1004	0.9786	0.8256	0	0	0.2069	0.1667	0.2083	0.0178	0.0513	0.0893	0	0	reg oper account	block of flats	0.0755	Panel	No	0	0	0	0	-929	1	0	0	0	0	0	0	0	0	0	0	1	1
189,419	0	Cash loans	F	N	Y	0	135,000	269,550	12,001.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.022625	-23,939	365,243	-11,844	-4,537	7	1	0	0	1	1	0	Laborers	1	2	2	WEDNESDAY	11	0	0	0	0	0	0	XNA	0.356323	0.507152	0.77641	0.0082	0	0	0.8232	0	0	0.0345	0.0417	0.2083	0	0.0504	0.0081	0	0	0.0084	0	0.0005	0.8301	0	0	0.0345	0.0417	0.2083	0	0.0551	0.0084	0	0	0.0083	0	0	0.8256	0	0	0.0345	0.0417	0.2083	0	0.0513	0.0082	0	0	reg oper account	block of flats	0.0064	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
227,819	0	Cash loans	F	N	N	0	81,000	808,650	23,643	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.00712	-23,679	365,243	-13,428	-4,440	7	1	0	0	1	1	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	0	0	XNA	0.356323	0.644282	0.766234	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-275	1	0	0	0	0	0	0	0	0	0	0	0	0
387,128	0	Revolving loans	M	Y	Y	0	315,000	900,000	45,000	900,000	Family	Commercial associate	Higher education	Married	House / apartment	0.04622	-16,540	-1,034	-1,508	-91	1	1	1	1	1	1	0	Managers	2	1	1	FRIDAY	15	0	1	1	0	1	1	Business Entity Type 3	0.374462	0.709692	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
158,417	0	Cash loans	F	N	Y	0	225,000	654,048	23,620.5	540,000	Family	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.030755	-16,964	-1,633	-5,082	-509	7	1	1	0	1	1	1	Sales staff	1	2	2	WEDNESDAY	12	0	0	0	0	0	0	Trade: type 3	0.526428	0.670479	0.712155	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,309	1	0	0	0	0	0	0	0	0	0	0	1	1
448,098	0	Cash loans	M	N	N	1	400,500	1,129,500	31,059	1,129,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.030755	-11,789	-2,343	-6,065	-3,079	7	1	1	1	1	1	0	Core staff	3	2	2	SUNDAY	13	0	0	0	1	1	0	Security Ministries	0.356323	0.71538	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	-1,734	1	0	0	0	0	0	0	0	0	0	2	1	4
421,336	0	Revolving loans	F	Y	Y	1	135,000	270,000	13,500	270,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.04622	-11,038	-879	-420	-531	64	1	1	0	1	0	0	Laborers	3	1	1	THURSDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.326717	0.758972	0.39622	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	-394	0	0	0	0	0	0	0	0	0	0	0	0	0
322,539	0	Cash loans	F	N	Y	0	157,500	582,804	28,035	463,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.01885	-15,508	-5,471	-8,150	-4,137	7	1	1	0	1	0	0	Private service staff	2	2	2	FRIDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.649737	0.614003	0.736623	0.2969	0.2212	0.9841	0.7824	0.062	0.32	0.2759	0.3333	0.375	0.0653	0.2421	0.3168	0	0	0.3025	0.2295	0.9841	0.7909	0.0626	0.3222	0.2759	0.3333	0.375	0.0668	0.2645	0.33	0	0	0.2998	0.2212	0.9841	0.7853	0.0624	0.32	0.2759	0.3333	0.375	0.0664	0.2463	0.3225	0	0	reg oper account	block of flats	0.283	Panel	No	1	0	1	0	-1,156	1	0	0	0	0	0	0	0	0	0	0	0	1
358,445	0	Cash loans	M	Y	Y	0	67,500	343,800	16,852.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.022625	-8,479	-117	-3,274	-1,072	16	1	1	0	1	0	0	Drivers	2	2	2	WEDNESDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.259198	0.466143	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	10	0	10	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
114,455	0	Cash loans	F	N	Y	0	117,000	1,078,200	31,653	900,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.009657	-23,128	365,243	-10,880	-3,908	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	15	0	0	0	0	0	0	XNA	0.356323	0.656542	0.664248	0.1031	0.1093	0.9762	0.8232	0	0	0.1724	0.1667	0.2083	0.0784	0.0504	0.0966	0	0	0.105	0.1134	0.9762	0.8301	0	0	0.1724	0.1667	0.2083	0.0802	0.0551	0.1007	0	0	0.1041	0.1093	0.9762	0.8256	0	0	0.1724	0.1667	0.2083	0.0798	0.0513	0.0984	0	0	reg oper account	block of flats	0.0826	Panel	No	0	0	0	0	-651	1	0	0	0	0	0	0	0	0	0	0	0	3
267,718	0	Revolving loans	M	N	Y	1	112,500	270,000	13,500	270,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.007114	-16,125	-5,124	-4,323	-4,093	7	1	1	0	1	1	1	Drivers	3	2	2	TUESDAY	10	0	0	0	0	0	0	Self-employed	0.71415	0.648974	0.733815	0.1299	0.1052	0.9906	0.8708	0.1409	0.16	0.1379	0.3333	0.375	0	0.1059	0.1508	0	0.0846	0.1324	0.1092	0.9906	0.8759	0.1422	0.1611	0.1379	0.3333	0.375	0	0.1157	0.1571	0	0.0895	0.1312	0.1052	0.9906	0.8725	0.1418	0.16	0.1379	0.3333	0.375	0	0.1077	0.1535	0	0.0863	reg oper account	block of flats	0.137	Panel	No	4	1	4	1	-399	0	0	0	0	0	0	0	0	0	0	0	0	1
417,199	0	Cash loans	F	Y	Y	0	292,500	1,125,000	47,664	1,125,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.002506	-16,845	-7,108	-4,451	-382	22	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	4	0	0	0	0	0	0	Other	0.356323	0.471365	0.7463	0.0247	0	0.9806	0.8232	0	0	0.1379	0.0833	0.2083	0	0.0504	0	0	0	0.0252	0	0.9806	0.8301	0	0	0.1379	0.0833	0.2083	0	0.0551	0	0	0	0.025	0	0.9806	0.8256	0	0	0.1379	0.0833	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0189	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	3
285,069	0	Cash loans	F	N	Y	0	112,500	508,495.5	21,672	454,500	Family	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.00702	-18,234	-275	-10,426	-1,783	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.481789	0.799297	0.1485	0.1101	0.9816	0.7484	0.0322	0.16	0.1379	0.3333	0.0417	0.0191	0.121	0.1495	0	0	0.1513	0.1142	0.9816	0.7583	0.0325	0.1611	0.1379	0.3333	0.0417	0.0195	0.1322	0.1557	0	0	0.1499	0.1101	0.9816	0.7518	0.0324	0.16	0.1379	0.3333	0.0417	0.0194	0.1231	0.1522	0	0	reg oper spec account	block of flats	0.1176	Panel	No	0	0	0	0	-1,093	1	0	0	0	0	0	0	0	0	0	0	0	3
205,993	0	Cash loans	F	N	Y	0	270,000	463,500	30,870	463,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.00733	-21,096	365,243	-3,221	-4,578	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	15	0	0	0	0	0	0	XNA	0.356323	0.588244	0.450747	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	-1,562	0	0	1	0	0	0	0	0	0	0	0	0	1
102,040	0	Cash loans	F	N	Y	1	112,500	323,388	21,739.5	292,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019689	-16,591	-9,268	-8,105	-137	7	1	1	0	1	1	0	Laborers	3	2	2	TUESDAY	8	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.631824	0.591977	0.0825	0	0.9687	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0064	0	0	0.084	0	0.9687	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0066	0	0	0.0833	0	0.9687	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0065	0	0	reg oper account	block of flats	0.0062	Panel	No	2	2	2	2	-1,887	1	0	0	0	0	0	0	0	0	0	0	0	2
293,970	0	Cash loans	F	Y	Y	0	270,000	508,495.5	35,518.5	454,500	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.035792	-19,418	-575	-9,235	-2,976	22	1	1	0	1	0	0	Laborers	1	2	2	SATURDAY	13	0	0	0	0	0	0	Government	0.698369	0.357282	0.609276	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	-3,540	1	0	0	0	0	0	0	0	0	0	0	0	0
342,761	0	Cash loans	M	N	N	0	202,500	544,491	17,694	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006629	-12,867	-2,783	-6,620	-3,938	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	10	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.259001	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	4	1	4	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0
261,253	0	Cash loans	F	Y	Y	0	450,000	781,920	28,215	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.007274	-19,413	-1,467	-5,672	-2,893	13	1	1	0	1	1	0	Cooking staff	2	2	2	SUNDAY	14	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.623248	0.7463	0.0825	0	0.9603	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9603	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9603	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0459	Stone, brick	No	1	0	1	0	-2,568	1	0	0	0	0	0	0	0	0	0	0	0	0
406,384	0	Cash loans	F	N	Y	0	157,500	227,520	12,834	180,000	Unaccompanied	Working	Secondary / secondary special	Widow	With parents	0.018801	-22,211	-876	-10,387	-4,590	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	8	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.631936	0.262249	0	0	0.9776	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0683	0	0	0	0	0.9777	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0712	0	0	0	0	0.9776	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0696	0	0	reg oper account	block of flats	0.0537	Stone, brick	No	1	0	1	0	-338	1	0	0	0	0	0	0	0	0	0	0	0	4
263,146	0	Cash loans	M	Y	Y	0	202,500	353,241	28,039.5	319,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-16,259	-3,511	-8,577	-4,054	16	1	1	0	1	1	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	0	Self-employed	0.799237	0.692925	0.661024	0.0577	0.0107	0.9752	0.8232	0	0	0.1034	0.1667	0.2083	0.0014	0.0504	0.0471	0	0.027	0.0588	0	0.9752	0.8301	0	0	0.1034	0.1667	0.2083	0.0014	0.0551	0.0486	0	0.0284	0.0583	0.0107	0.9752	0.8256	0	0	0.1034	0.1667	0.2083	0.0014	0.0513	0.0479	0	0.0276	reg oper account	block of flats	0.0432	Stone, brick	No	3	1	3	0	-2,604	0	0	1	0	0	0	0	0	0	0	0	1	3
242,298	0	Cash loans	M	N	Y	2	90,000	301,464	19,395	238,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006629	-11,713	-2,179	-3,376	-3,415	7	1	1	0	1	0	0	Laborers	4	2	2	FRIDAY	6	0	0	0	1	1	0	Business Entity Type 3	0.356323	0.610384	0.553165	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,152	1	0	0	0	0	0	0	0	0	0	0	0	3
242,719	0	Cash loans	F	N	Y	0	112,500	544,500	16,051.5	544,500	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.015221	-15,547	-4,214	-4,309	-4,425	7	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	1	1	0	Other	0.356323	0.496148	0.624615	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1
391,585	0	Cash loans	F	N	Y	1	90,000	269,550	20,988	225,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.02461	-16,741	-333	-31	-274	7	1	1	0	1	0	1	Accountants	2	2	2	SATURDAY	16	0	0	0	0	0	0	Self-employed	0.556021	0.626446	0.7463	0.5495	0.2886	0.9811	0.7416	0	0.6	0.5172	0.3333	0.0417	0.3321	0.4463	0.5563	0.0077	0.0114	0.5599	0.2995	0.9811	0.7517	0	0.6042	0.5172	0.3333	0.0417	0.3397	0.4876	0.5796	0.0078	0.0121	0.5548	0.2886	0.9811	0.7451	0	0.6	0.5172	0.3333	0.0417	0.3379	0.454	0.5663	0.0078	0.0116	reg oper account	block of flats	0.5451	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
335,426	0	Cash loans	F	N	Y	0	270,000	1,212,700.5	35,586	949,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.072508	-19,461	-3,990	-4,114	-2,995	7	1	1	0	1	1	0	Secretaries	2	1	1	MONDAY	15	0	0	0	0	0	0	Other	0.499899	0.689481	0.470456	0.1124	0.0481	0.9945	0.9252	0	0.16	0.069	0.5417	0.5833	0	0.0916	0	0	0	0.1145	0.0499	0.9945	0.9281	0	0.1611	0.069	0.5417	0.5833	0	0.1001	0	0	0	0.1135	0.0481	0.9945	0.9262	0	0.16	0.069	0.5417	0.5833	0	0.0932	0	0	0	reg oper account	block of flats	0.0801	Panel	No	0	0	0	0	-28	1	0	0	0	0	0	0	0	0	0	0	0	4
332,500	0	Cash loans	F	N	Y	2	54,000	143,910	14,364	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-12,437	-928	-2,446	-4,052	7	1	1	0	1	0	0	Laborers	4	2	2	THURSDAY	8	0	0	0	0	0	0	Kindergarten	0.550091	0.327956	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	4	0	4	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1
135,913	0	Cash loans	F	N	N	0	112,500	622,188	20,349	472,500	Unaccompanied	Working	Secondary / secondary special	Married	Office apartment	0.022625	-19,511	-4,169	-8,658	-1,685	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.642453	0.74929	0.754406	0.1608	0	0.9881	0.8232	0	0.16	0.1379	0.375	0.2083	0	0.0504	0.1174	0	0.0185	0.1639	0	0.9881	0.8301	0	0.1611	0.1379	0.375	0.2083	0	0.0551	0.1224	0	0.0196	0.1624	0	0.9881	0.8256	0	0.16	0.1379	0.375	0.2083	0	0.0513	0.1195	0	0.0189	reg oper account	block of flats	0.1541	Panel	No	0	0	0	0	-2	1	0	0	0	0	0	0	1	0	0	0	0	0
394,509	0	Cash loans	F	Y	Y	1	270,000	360,000	35,734.5	360,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.0228	-14,207	-433	-2,776	-5,511	64	1	1	0	1	1	0	Accountants	3	2	2	SATURDAY	13	0	0	0	0	0	0	Other	0.356323	0.387484	0.703203	0.0915	0.1044	0.9921	0.8912	0.0248	0.024	0.1172	0.275	0.3167	0.0376	0.0725	0.0779	0.01	0.0162	0.042	0.0276	0.9866	0.8236	0.0096	0.0403	0.0345	0.1667	0.2083	0	0.0367	0.0423	0	0	0.0541	0.0375	0.993	0.9061	0.0239	0.04	0.0345	0.3333	0.375	0.0229	0.041	0.0631	0.0116	0.0214	reg oper spec account	block of flats	0.1794	Panel	No	0	0	0	0	-611	1	0	0	0	0	0	0	0	0	0	1	0	3
240,263	0	Cash loans	M	Y	Y	0	112,500	1,223,010	48,631.5	1,125,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.010006	-18,910	-3,795	-1,394	-2,258	10	1	1	1	1	1	0	Low-skill Laborers	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	Government	0.498909	0.564785	0.729567	0.1165	0.1298	0.9856	0.8028	0.0138	0	0.2414	0.1667	0.2083	0.0239	0.0908	0.1135	0.0193	0.0264	0.1187	0.1347	0.9856	0.8105	0.0139	0	0.2414	0.1667	0.2083	0.0244	0.0992	0.1183	0.0195	0.028	0.1176	0.1298	0.9856	0.8054	0.0138	0	0.2414	0.1667	0.2083	0.0243	0.0923	0.1155	0.0194	0.027	reg oper account	block of flats	0.1033	Block	No	0	0	0	0	-1,727	1	0	0	0	0	0	0	0	0	0	0	0	1
218,839	0	Cash loans	F	N	Y	0	135,000	373,311	15,943.5	283,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.01885	-20,470	365,243	-9,623	-3,987	7	1	0	0	1	0	0	Laborers	1	2	2	MONDAY	10	0	0	0	0	0	0	XNA	0.356323	0.699534	0.450747	0.0619	0.0622	0.9866	0.6804	0.0276	0	0.1379	0.1667	0.2083	0.0261	0.0504	0.0538	0	0	0.063	0.0646	0.9866	0.6929	0.0278	0	0.1379	0.1667	0.2083	0.0267	0.0551	0.0561	0	0	0.0625	0.0622	0.9866	0.6847	0.0277	0	0.1379	0.1667	0.2083	0.0266	0.0513	0.0548	0	0	reg oper account	block of flats	0.0423	Stone, brick	No	0	0	0	0	-591	0	0	1	0	0	0	0	0	0	0	0	0	1
378,321	0	Cash loans	M	Y	Y	2	270,000	533,668.5	25,672.5	477,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-20,148	-7,664	-679	-3,517	4	1	1	0	1	0	0	Drivers	4	1	1	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.693051	0.58499	0.5186	0.3273	0.9806	0.7348	0	0.56	0.4828	0.3333	0.375	0.0668	0.4219	0.341	0.0039	0.0033	0.5284	0.3396	0.9806	0.7452	0	0.5639	0.4828	0.3333	0.375	0.0683	0.461	0.3552	0.0039	0.0035	0.5236	0.3273	0.9806	0.7383	0	0.56	0.4828	0.3333	0.375	0.0679	0.4293	0.3471	0.0039	0.0034	reg oper account	block of flats	0.3931	Panel	No	0	0	0	0	-2,041	0	0	0	1	0	0	0	0	0	0	2	0	2
196,269	0	Cash loans	M	Y	Y	2	450,000	1,800,000	66,708	1,800,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.032561	-18,627	-2,338	-9,619	-2,092	5	1	1	1	1	1	0	High skill tech staff	4	1	1	TUESDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.800355	0.7463	0.0825	0.0651	0.9737	0.6396	0.0095	0	0.1379	0.1667	0.2083	0.0146	0.0656	0.0638	0.0077	0.0174	0.084	0.0675	0.9737	0.6537	0.0096	0	0.1379	0.1667	0.2083	0.015	0.0716	0.0665	0.0078	0.0184	0.0833	0.0651	0.9737	0.6444	0.0096	0	0.1379	0.1667	0.2083	0.0149	0.0667	0.065	0.0078	0.0177	reg oper account	block of flats	0.0592	Stone, brick	No	0	0	0	0	-539	1	0	0	0	0	0	0	0	0	0	0	0	0
195,267	0	Cash loans	F	N	N	0	180,000	239,850	23,494.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.072508	-24,754	365,243	-12,408	-4,032	7	1	0	0	1	1	0	Laborers	2	1	1	TUESDAY	11	0	0	0	0	0	0	XNA	0.356323	0.401035	0.095693	0.2216	0.1403	0.9826	0.762	0	0.24	0.2069	0.3333	0.375	0	0	0.2096	0	0	0.2258	0.1456	0.9826	0.7713	0	0.2417	0.2069	0.3333	0.375	0	0	0.2184	0	0	0.2238	0.1403	0.9826	0.7652	0	0.24	0.2069	0.3333	0.375	0	0	0.2134	0	0	reg oper account	block of flats	0.1649	Panel	No	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	6
211,668	0	Cash loans	F	N	Y	0	112,500	254,700	26,226	225,000	Family	Pensioner	Secondary / secondary special	Widow	House / apartment	0.005084	-22,123	365,243	-9,532	-248	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	16	0	0	0	0	0	0	XNA	0.356323	0.35457	0.7463	0.0278	0.0539	0.9851	0.8232	0	0	0.1034	0.0833	0.2083	0	0.0504	0	0	0	0.0284	0.0559	0.9851	0.8301	0	0	0.1034	0.0833	0.2083	0	0.0551	0	0	0	0.0281	0.0539	0.9851	0.8256	0	0	0.1034	0.0833	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0214	Monolithic	No	0	0	0	0	-673	0	0	1	0	0	0	0	0	0	0	0	0	0
126,071	0	Cash loans	M	Y	N	1	180,000	288,873	11,020.5	238,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	With parents	0.031329	-11,644	-3,935	-5,038	-3,970	12	1	1	0	1	0	0	Drivers	3	2	2	TUESDAY	16	0	0	0	0	0	0	Other	0.195285	0.343072	0.7463	0.2175	0	0.9871	0.8096	0	0	0.4828	0.1667	0.2083	0	0.0504	0.1611	0	0	0.2216	0	0.9871	0.8171	0	0	0.4828	0.1667	0.2083	0	0.0551	0.1679	0	0	0.2196	0	0.9871	0.8121	0	0	0.4828	0.1667	0.2083	0	0.0513	0.164	0	0	org spec account	block of flats	0.181	Panel	No	4	0	4	0	-1,601	1	0	0	0	0	0	0	0	0	0	0	3	2
345,789	0	Cash loans	M	Y	Y	2	180,000	1,938,321	51,259.5	1,732,500	Family	Working	Higher education	Married	House / apartment	0.006296	-20,065	-1,822	-2,529	-3,164	11	1	1	0	1	0	0	Laborers	4	3	3	THURSDAY	9	0	0	0	0	0	0	Housing	0.356323	0.667632	0.58499	0.1021	0.0871	0.9861	0.8096	0	0.08	0.069	0.3333	0.375	0.1487	0.0832	0.1174	0	0.0289	0.104	0.0904	0.9861	0.8171	0	0.0806	0.069	0.3333	0.375	0.1521	0.0909	0.1224	0	0.0306	0.1031	0.0871	0.9861	0.8121	0	0.08	0.069	0.3333	0.375	0.1513	0.0847	0.1196	0	0.0295	reg oper account	block of flats	0.1011	Stone, brick	No	0	0	0	0	-1,112	1	0	0	0	0	1	0	0	0	0	0	2	6
190,044	0	Cash loans	F	N	N	1	108,000	332,946	17,127	238,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.008068	-9,474	-2,150	-1,376	-1,860	7	1	1	0	1	0	0	Laborers	3	3	3	SATURDAY	9	0	0	0	0	0	0	Industry: type 3	0.356323	0.614609	0.511892	0.0701	0	0.998	0.8232	0	0	0.1034	0.0833	0.2083	0	0.0504	0.0526	0	0	0.0714	0	0.998	0.8301	0	0	0.1034	0.0833	0.2083	0	0.0551	0.0548	0	0	0.0708	0	0.998	0.8256	0	0	0.1034	0.0833	0.2083	0	0.0513	0.0535	0	0	reg oper account	block of flats	0.0664	Stone, brick	No	15	0	15	0	-87	1	0	0	0	0	0	0	0	0	0	0	2	7
231,746	0	Cash loans	M	Y	Y	1	166,500	647,046	25,200	463,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.032561	-12,785	-1,164	-3,658	-4,310	8	1	1	0	1	0	0	Laborers	3	1	1	MONDAY	9	0	0	0	0	0	0	Government	0.356323	0.730187	0.7463	0.0753	0.035	0.9647	0.5172	0.0095	0	0.1493	0.1667	0.1525	0.037	0.0614	0.0784	0	0.0008	0.062	0	0.9598	0.4708	0.0093	0	0.1379	0.1667	0.2083	0	0.0542	0.0753	0	0	0.0625	0	0.9598	0.4566	0.0095	0	0.1379	0.1667	0.2083	0	0.0513	0.0754	0	0	reg oper account	block of flats	0.0621	Stone, brick	No	0	0	0	0	-1,150	0	0	0	1	0	0	0	0	0	0	1	1	1
159,901	0	Cash loans	F	Y	Y	1	67,500	675,000	24,376.5	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.008068	-16,669	-1,194	-7,270	-175	0	1	1	0	1	0	0	Sales staff	3	3	3	TUESDAY	10	0	0	0	1	1	0	Self-employed	0.436317	0.179097	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	-886	1	0	0	0	0	0	0	0	0	0	0	0	0
264,150	1	Cash loans	M	Y	N	0	180,000	269,550	18,364.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-18,760	-3,111	-963	-2,297	7	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.194215	0.39622	0.0443	0.016	0.9712	0.6056	0.0507	0	0.1034	0.1667	0.2083	0.0184	0.0361	0.0579	0	0.0501	0.0452	0.0166	0.9712	0.621	0.0512	0	0.1034	0.1667	0.2083	0.0188	0.0395	0.0603	0	0.0531	0.0448	0.016	0.9712	0.6109	0.051	0	0.1034	0.1667	0.2083	0.0187	0.0368	0.0589	0	0.0512	reg oper account	block of flats	0.0842	Mixed	No	0	0	0	0	-735	0	0	0	1	0	0	0	0	0	0	0	0	1
306,669	0	Cash loans	M	N	Y	0	117,000	942,300	30,528	675,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.01885	-20,267	-252	-10,330	-2,847	7	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	15	0	0	0	0	1	1	Industry: type 9	0.356323	0.35324	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	8	2	8	2	0	1	0	0	0	0	0	0	0	0	0	0	0	0
419,498	0	Cash loans	M	Y	Y	1	180,000	243,000	16,366.5	243,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.018209	-9,937	-1,293	-3,494	-2,489	19	1	1	0	1	0	0	Drivers	3	3	3	FRIDAY	11	0	0	0	0	0	0	Self-employed	0.356323	0.218327	0.207964	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	-360	1	0	0	0	0	0	0	0	0	0	0	0	2
279,777	1	Cash loans	M	Y	N	0	112,500	398,016	31,446	360,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.018209	-21,956	365,243	-5,188	-5,203	20	1	0	0	1	0	0	Laborers	1	3	3	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.429048	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	-2,048	1	0	0	0	0	0	0	0	0	0	0	0	1
447,597	1	Cash loans	F	N	Y	0	180,000	1,036,530	30,438	742,500	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.00712	-16,310	-564	-3,162	-3,970	7	1	1	0	1	0	0	High skill tech staff	1	2	2	WEDNESDAY	13	0	0	0	0	0	0	Self-employed	0.547568	0.50057	0.7463	0.0619	0.0638	0.9727	0.626	0.0097	0	0.1034	0.1667	0.0417	0.0437	0.0504	0.0317	0	0.0243	0.063	0.0662	0.9727	0.6406	0.0097	0	0.1034	0.1667	0.0417	0.0447	0.0551	0.033	0	0.0257	0.0625	0.0638	0.9727	0.631	0.0097	0	0.1034	0.1667	0.0417	0.0444	0.0513	0.0322	0	0.0248	reg oper account	block of flats	0.0383	Stone, brick	No	2	1	2	0	-484	1	0	0	0	0	0	0	0	0	0	0	0	0
274,247	0	Cash loans	M	Y	Y	0	90,000	816,660	26,473.5	585,000	Unaccompanied	Working	Incomplete higher	Single / not married	With parents	0.018634	-8,107	-693	-8,101	-797	0	1	1	0	1	0	0	Drivers	1	2	2	THURSDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.186417	0.420846	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	4	0	4	0	-220	1	0	0	0	0	0	0	0	0	0	0	0	2
283,274	0	Cash loans	F	N	Y	0	139,500	1,030,680	57,681	900,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011703	-20,514	-5,707	-10,642	-4,060	7	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.679141	0.728141	0.0103	0.0308	0.9831	0.796	0.0122	0	0.1034	0.0208	0.0833	0.0226	0.0151	0.0171	0	0	0.0021	0.0319	0.9811	0.804	0.0123	0	0.1034	0	0.0833	0.0231	0.0165	0.0179	0	0	0.0104	0.0308	0.9831	0.7987	0.0122	0	0.1034	0.0208	0.0833	0.023	0.0154	0.0175	0	0	reg oper account	terraced house	0.0017	Wooden	No	0	0	0	0	-1,167	1	0	0	0	0	0	0	0	0	0	0	1	3
397,859	0	Cash loans	F	Y	N	1	135,000	942,300	27,135	675,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.022625	-11,592	-1,182	-5,665	-12	17	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.415492	0.745239	0.350696	0.1567	0	0.9846	0.7892	0.1155	0	0.0345	0.3333	0.375	0	0.1278	0.0803	0	0	0.1597	0	0.9846	0.7975	0.1166	0	0.0345	0.3333	0.375	0	0.1396	0.0837	0	0	0.1582	0	0.9846	0.792	0.1163	0	0.0345	0.3333	0.375	0	0.13	0.0817	0	0	reg oper account	block of flats	0.0632	Stone, brick	No	2	0	2	0	-1,364	1	0	0	0	0	1	0	0	0	0	0	2	1
291,318	0	Cash loans	F	N	Y	0	202,500	1,132,110	36,517.5	945,000	Unaccompanied	Pensioner	Higher education	Married	Co-op apartment	0.005084	-21,587	365,243	-377	-5,091	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	0	XNA	0.748094	0.681727	0.37065	0.1907	0	0.997	0.9592	0.0481	0.2	0.1724	0.375	0.4167	0.019	0.1538	0.1829	0.0077	0.0202	0.1943	0	0.997	0.9608	0.0486	0.2014	0.1724	0.375	0.4167	0.0195	0.168	0.1906	0.0078	0.0214	0.1926	0	0.997	0.9597	0.0485	0.2	0.1724	0.375	0.4167	0.0194	0.1565	0.1862	0.0078	0.0206	reg oper spec account	block of flats	0.1736	Stone, brick	No	0	0	0	0	-281	0	0	1	0	0	0	0	0	0	0	0	1	1
413,177	1	Cash loans	F	Y	Y	0	117,000	1,288,350	37,800	1,125,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.025164	-20,506	365,243	-9,597	-3,978	25	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	8	0	0	0	0	0	0	XNA	0.356323	0.588768	0.372334	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	-1,575	0	0	1	0	0	0	0	0	0	0	2	1	3
165,135	0	Cash loans	F	N	N	1	63,000	314,100	17,167.5	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.030755	-9,108	-1,306	-3,773	-1,799	7	1	1	1	1	1	0	Accountants	2	2	2	THURSDAY	14	0	0	0	0	0	0	School	0.170818	0.516304	0.28813	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	-923	1	0	0	0	0	0	0	0	0	0	0	1	2
363,718	0	Cash loans	F	N	N	0	157,500	1,029,681	30,105	859,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.007305	-20,145	-7,824	-9,725	-3,227	7	1	1	1	1	1	0	Managers	1	3	3	TUESDAY	8	0	0	0	1	1	1	Government	0.356323	0.531602	0.53707	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	-434	1	0	0	0	0	0	0	0	0	0	0	0	7
181,199	1	Cash loans	M	N	N	0	180,000	970,380	34,380	810,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.020713	-12,959	-2,645	-3,227	-4,081	7	1	1	1	1	1	0	Laborers	2	3	2	TUESDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.042998	0.387625	0.4144	0.2805	0.9831	0.7688	0.0619	0.44	0.3793	0.3333	0.375	0.24	0.4186	0.4236	0.0154	0.0038	0.4223	0.2911	0.9831	0.7779	0.0625	0.4431	0.3793	0.3333	0.375	0.2454	0.4573	0.4413	0.0156	0.004	0.4184	0.2805	0.9831	0.7719	0.0623	0.44	0.3793	0.3333	0.375	0.2441	0.4258	0.4312	0.0155	0.0039	reg oper account	block of flats	0.334	Panel	No	4	1	4	0	-2,506	0	0	0	1	0	0	0	0	0	0	0	2	1
248,271	0	Cash loans	M	N	N	0	94,500	360,000	24,187.5	360,000	Unaccompanied	Pensioner	Lower secondary	Married	House / apartment	0.018029	-20,779	365,243	-4,302	-4,330	7	1	0	0	1	1	0	Laborers	2	3	3	THURSDAY	9	0	0	0	0	0	0	XNA	0.356323	0.646619	0.812823	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	-2,645	1	0	0	0	0	0	0	0	0	0	0	0	0
211,340	1	Cash loans	M	Y	Y	0	144,000	417,024	29,655	360,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.030755	-10,328	-515	-4,598	-2,994	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.037101	0.554947	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	0	3	0	-1	1	0	0	0	0	0	0	0	0	0	0	0	0
445,271	0	Revolving loans	F	N	N	0	112,500	135,000	6,750	135,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	Municipal apartment	0.007305	-19,029	-1,096	-6,681	-2,542	7	1	1	1	1	1	0	Cooking staff	1	3	3	FRIDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.056154	0.45611	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
255,841	1	Cash loans	M	Y	Y	0	112,500	1,288,350	37,800	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0228	-15,540	-1,567	-5,185	-4,906	12	1	1	1	1	1	0	Security staff	2	2	2	WEDNESDAY	8	0	0	0	0	1	1	Agriculture	0.356323	0.055071	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	4	0	4	0	-316	1	0	0	0	0	0	0	0	0	0	0	0	0
420,893	0	Cash loans	M	Y	Y	0	225,000	753,925.5	59,697	643,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-16,667	-451	-9,039	-215	8	1	1	0	1	0	1	Drivers	2	2	2	SATURDAY	10	0	0	0	0	0	0	Transport: type 3	0.458484	0.692381	0.276441	0.1031	0.1114	0.9767	0.6804	0	0	0.2069	0.1667	0.2083	0.0612	0.0799	0.0911	0.0193	0	0.105	0.1156	0.9767	0.6929	0	0	0.2069	0.1667	0.2083	0.0626	0.0872	0.095	0.0195	0	0.1041	0.1114	0.9767	0.6847	0	0	0.2069	0.1667	0.2083	0.0623	0.0812	0.0928	0.0194	0	reg oper account	block of flats	0.094	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0
207,493	0	Cash loans	F	N	Y	1	157,500	288,873	16,713	238,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.010147	-15,446	-2,393	-8,091	-4,480	7	1	1	0	1	1	0	Laborers	3	2	2	MONDAY	12	0	0	0	0	0	0	Industry: type 3	0.655233	0.727504	0.73802	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	-1,066	1	0	0	0	0	0	0	0	0	1	0	0	1
420,953	0	Cash loans	F	N	N	0	112,500	450,000	22,018.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.035792	-13,885	-3,344	-2,342	-3,277	7	1	1	0	1	0	0	Sales staff	2	2	2	TUESDAY	13	0	0	0	1	1	0	Self-employed	0.356323	0.722862	0.771362	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	-1,206	1	0	0	0	0	0	0	0	0	0	1	0	2