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SK_ID_CURR int64 100k 456k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 2 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 8	AMT_INCOME_TOTAL float64 27k 1.8M	AMT_CREDIT float64 45k 3.08M	AMT_ANNUITY float64 3.05k 225k	AMT_GOODS_PRICE float64 45k 2.93M	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 4 values	NAME_EDUCATION_TYPE stringclasses 5 values	NAME_FAMILY_STATUS stringclasses 6 values	NAME_HOUSING_TYPE stringclasses 6 values	REGION_POPULATION_RELATIVE float64 0 0.07	DAYS_BIRTH int64 -25,165 -7,680	DAYS_EMPLOYED int64 -15,943 365k	DAYS_REGISTRATION float64 -19,463 0	DAYS_ID_PUBLISH int64 -6,259 -1	OWN_CAR_AGE float64 0 65	FLAG_MOBIL int64 1 1	FLAG_EMP_PHONE int64 0 1	FLAG_WORK_PHONE int64 0 1	FLAG_CONT_MOBILE int64 0 1	FLAG_PHONE int64 0 1	FLAG_EMAIL int64 0 1	OCCUPATION_TYPE stringclasses 18 values	CNT_FAM_MEMBERS float64 1 10	REGION_RATING_CLIENT int64 1 3	REGION_RATING_CLIENT_W_CITY int64 1 3	WEEKDAY_APPR_PROCESS_START stringclasses 7 values	HOUR_APPR_PROCESS_START int64 1 23	REG_REGION_NOT_WORK_REGION int64 0 1	LIVE_REGION_NOT_WORK_REGION int64 0 1	REG_CITY_NOT_LIVE_CITY int64 0 1	REG_CITY_NOT_WORK_CITY int64 0 1	LIVE_CITY_NOT_WORK_CITY int64 0 1	ORGANIZATION_TYPE stringlengths 3 22	EXT_SOURCE_1 float64 0.03 0.94	EXT_SOURCE_2 float64 0 0.86	EXT_SOURCE_3 float64 0 0.88	APARTMENTS_AVG float64 0 1	BASEMENTAREA_AVG float64 0 1	YEARS_BEGINEXPLUATATION_AVG float64 0 1	YEARS_BUILD_AVG float64 0 1	COMMONAREA_AVG float64 0 1	ELEVATORS_AVG float64 0 1	ENTRANCES_AVG float64 0 1	FLOORSMAX_AVG float64 0 1	FLOORSMIN_AVG float64 0 1	LANDAREA_AVG float64 0 1	LIVINGAPARTMENTS_AVG float64 0 1	LIVINGAREA_AVG float64 0 1	NONLIVINGAPARTMENTS_AVG float64 0 1	NONLIVINGAREA_AVG float64 0 1	APARTMENTS_MODE float64 0 1	BASEMENTAREA_MODE float64 0 1	YEARS_BEGINEXPLUATATION_MODE float64 0 1	YEARS_BUILD_MODE float64 0 1	COMMONAREA_MODE float64 0 1	ELEVATORS_MODE float64 0 1	ENTRANCES_MODE float64 0 1	FLOORSMAX_MODE float64 0 1	FLOORSMIN_MODE float64 0 1	LANDAREA_MODE float64 0 1	LIVINGAPARTMENTS_MODE float64 0 1	LIVINGAREA_MODE float64 0 1	NONLIVINGAPARTMENTS_MODE float64 0 1	NONLIVINGAREA_MODE float64 0 1	APARTMENTS_MEDI float64 0 1	BASEMENTAREA_MEDI float64 0 1	YEARS_BEGINEXPLUATATION_MEDI float64 0 1	YEARS_BUILD_MEDI float64 0 1	COMMONAREA_MEDI float64 0 1	ELEVATORS_MEDI float64 0 1	ENTRANCES_MEDI float64 0 1	FLOORSMAX_MEDI float64 0 1	FLOORSMIN_MEDI float64 0 1	LANDAREA_MEDI float64 0 1	LIVINGAPARTMENTS_MEDI float64 0 1	LIVINGAREA_MEDI float64 0 1	NONLIVINGAPARTMENTS_MEDI float64 0 1	NONLIVINGAREA_MEDI float64 0 1	FONDKAPREMONT_MODE stringclasses 4 values	HOUSETYPE_MODE stringclasses 3 values	TOTALAREA_MODE float64 0 1	WALLSMATERIAL_MODE stringclasses 7 values	EMERGENCYSTATE_MODE stringclasses 2 values	OBS_30_CNT_SOCIAL_CIRCLE float64 0 26	DEF_30_CNT_SOCIAL_CIRCLE float64 0 4	OBS_60_CNT_SOCIAL_CIRCLE float64 0 26	DEF_60_CNT_SOCIAL_CIRCLE float64 0 4	DAYS_LAST_PHONE_CHANGE float64 -3,791 0	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_5 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_11 int64 0 1	FLAG_DOCUMENT_13 int64 0 1	FLAG_DOCUMENT_18 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
182,544	0	Cash loans	F	Y	Y	0	292,500	2,085,120	72,607.5	1,800,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.04622	-17,552	-1,482	-6,880	-558	2	1	1	0	1	0	0	Managers	2	1	1	WEDNESDAY	16	0	0	0	1	1	Business Entity Type 3	0.7105	0.668331	0.837747	0.0485	0.07	0.9851	0.796	0.0075	0	0.1379	0.125	0.1667	0.0788	0.0395	0.049	0	0	0.0494	0.0726	0.9851	0.804	0.0076	0	0.1379	0.125	0.1667	0.0806	0.0432	0.051	0	0	0.0489	0.07	0.9851	0.7987	0.0075	0	0.1379	0.125	0.1667	0.0802	0.0402	0.0499	0	0	reg oper account	block of flats	0.0426	Panel	No	4	0	4	0	-2,330	1	0	0	0	0	0	0	0	0	0	0	3
303,780	0	Cash loans	M	Y	N	0	112,500	472,500	25,632	472,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010276	-11,063	-2,523	-5,217	-3,526	15	1	1	1	1	0	0	Drivers	2	2	2	TUESDAY	11	0	0	1	0	1	Housing	0.481301	0.525472	0.345785	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	-2,043	1	0	0	0	0	0	0	0	0	0	1	5
327,815	0	Cash loans	F	Y	Y	0	180,000	734,166	49,392	693,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-21,060	365,243	-4,072	-4,558	20	1	0	0	1	1	0	Laborers	2	3	2	WEDNESDAY	6	0	0	0	0	0	XNA	0.356323	0.415886	0.581484	0.0619	0.0628	0.9762	0.6736	0.0278	0	0.1379	0.1667	0.2083	0.0432	0.0504	0.0544	0	0	0.063	0.0652	0.9762	0.6864	0.028	0	0.1379	0.1667	0.2083	0.0442	0.0551	0.0566	0	0	0.0625	0.0628	0.9762	0.678	0.028	0	0.1379	0.1667	0.2083	0.0439	0.0513	0.0553	0	0	reg oper account	block of flats	0.0579	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	2
187,657	0	Cash loans	F	Y	N	0	121,500	675,000	21,906	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018209	-15,209	-7,971	-6,757	-4,236	16	1	1	0	1	1	0	Core staff	2	3	3	TUESDAY	11	0	0	0	0	0	Medicine	0.505437	0.522319	0.331251	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	-1,766	1	0	0	0	0	0	0	0	0	0	0	0
450,099	0	Cash loans	F	Y	Y	1	81,000	814,041	23,931	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-17,788	-731	-4,361	-1,350	3	1	1	0	1	1	0	Laborers	3	2	2	THURSDAY	9	0	0	0	0	0	Self-employed	0.701451	0.615101	0.377404	0.0928	0.1093	0.9861	0.8096	0.0125	0	0.2069	0.1667	0.2083	0.0768	0.0756	0.0824	0	0	0.0945	0.1135	0.9861	0.8171	0.0126	0	0.2069	0.1667	0.2083	0.0786	0.0826	0.0859	0	0	0.0937	0.1093	0.9861	0.8121	0.0126	0	0.2069	0.1667	0.2083	0.0782	0.077	0.0839	0	0	reg oper account	block of flats	0.0717	Stone, brick	No	0	0	0	0	-501	1	0	0	0	0	0	0	1	0	0	0	2
190,652	0	Cash loans	F	N	N	0	112,500	490,495.5	27,517.5	454,500	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010276	-14,035	-370	-3,848	-4,275	7	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	12	1	1	0	0	0	Business Entity Type 3	0.356323	0.639012	0.672243	0.066	0.0815	0.9791	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0606	0	0	0.0672	0.0845	0.9791	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0632	0	0	0.0666	0.0815	0.9791	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0617	0	0	reg oper account	block of flats	0.0579	Block	No	2	0	2	0	-2,231	1	0	0	0	0	0	0	0	0	0	0	0
365,057	0	Cash loans	M	N	Y	0	90,000	343,800	12,478.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0105	-22,713	-15,303	-13,511	-4,337	7	1	1	0	1	0	0	Laborers	2	3	3	TUESDAY	14	0	0	0	1	1	Industry: type 3	0.356323	0.538755	0.583238	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	-316	1	0	0	0	0	0	0	0	0	0	0	0
134,108	0	Cash loans	F	N	Y	0	90,000	521,280	28,408.5	450,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.008019	-14,843	-473	-7,079	-3,969	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	10	1	1	1	1	1	Industry: type 11	0.356323	0.38452	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-457	1	0	0	0	0	0	0	0	0	0	0	0
187,612	1	Cash loans	F	N	Y	0	45,000	327,024	16,033.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-16,513	-2,292	-4,588	-55	7	1	1	0	1	1	0	Medicine staff	2	2	2	THURSDAY	10	0	0	0	0	0	Medicine	0.292051	0.696681	0.605836	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	-377	1	0	0	0	0	0	0	0	0	0	1	1
207,765	0	Cash loans	F	Y	Y	0	103,500	292,500	13,014	292,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.028663	-19,398	-588	-2,889	-2,901	7	1	1	0	1	0	0	Core staff	2	2	2	MONDAY	9	0	0	0	1	1	Agriculture	0.356323	0.303558	0.077499	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	-346	1	0	0	0	0	0	0	0	0	0	2	5
194,936	0	Cash loans	M	Y	N	2	54,000	225,000	15,034.5	225,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.015221	-12,931	-160	-6,069	-4,250	10	1	1	0	1	1	0	Laborers	3	2	2	TUESDAY	9	0	0	0	0	0	Transport: type 4	0.356323	0.563435	0.600658	0.1216	0.1058	0.9811	0.7416	0.0497	0	0.2759	0.1667	0.2083	0.1178	0.0992	0.1139	0	0	0.1239	0.1098	0.9811	0.7517	0.0501	0	0.2759	0.1667	0.2083	0.1205	0.1084	0.1187	0	0	0.1228	0.1058	0.9811	0.7451	0.05	0	0.2759	0.1667	0.2083	0.1198	0.1009	0.116	0	0	reg oper spec account	block of flats	0.1031	Panel	No	2	1	2	1	-752	1	0	0	0	0	0	0	0	0	0	0	6
305,755	1	Cash loans	F	N	Y	0	225,000	1,530,517.5	42,219	1,368,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.010147	-20,220	365,243	-9,738	-3,580	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	9	0	0	0	0	0	XNA	0.356323	0.555448	0.436506	0.133	0.1504	0.9861	0.8096	0.055	0	0.2759	0.1667	0.2083	0.1457	0.1084	0.1199	0	0	0.1355	0.1561	0.9861	0.8171	0.0555	0	0.2759	0.1667	0.2083	0.149	0.1185	0.125	0	0	0.1343	0.1504	0.9861	0.8121	0.0553	0	0.2759	0.1667	0.2083	0.1482	0.1103	0.1221	0	0	reg oper account	block of flats	0.1244	Stone, brick	No	0	0	0	0	-291	1	0	0	0	0	0	0	0	0	0	0	4
310,143	0	Cash loans	M	Y	Y	0	270,000	497,520	52,920	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.035792	-13,728	-2,741	-856	-4,449	1	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	12	0	0	0	0	0	Self-employed	0.356323	0.504676	0.054957	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	1	3	1	-634	1	0	0	0	0	0	0	0	0	0	0	1
340,846	0	Cash loans	F	N	Y	0	1,800,000	225,000	23,184	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Municipal apartment	0.014464	-19,981	-606	-9,122	-3,195	7	1	1	0	1	0	0	Secretaries	2	2	2	FRIDAY	7	0	0	0	0	0	Government	0.356323	0.378755	0.7463	0.0825	0	0.9762	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0477	0	0	0.084	0	0.9762	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0497	0	0	0.0833	0	0.9762	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0486	0	0	reg oper account	block of flats	0.0403	Panel	No	0	0	0	0	-416	1	0	0	0	0	0	0	0	0	0	0	0
344,458	0	Cash loans	M	Y	Y	1	157,500	175,896	12,028.5	126,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.0105	-12,751	-483	-5,267	-1,992	27	1	1	0	1	1	0	Laborers	3	3	3	MONDAY	17	0	0	0	0	0	Business Entity Type 2	0.356323	0.587041	0.466864	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	-783	1	0	0	0	0	0	0	0	0	0	1	4
258,950	0	Cash loans	F	Y	Y	0	225,000	328,851	22,518	274,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-17,435	-2,458	-1,337	-965	4	1	1	0	1	0	1	Accountants	2	2	2	WEDNESDAY	14	0	0	0	0	0	Housing	0.601507	0.4363	0.397946	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	1	2	1	-2,079	0	0	0	0	0	0	0	0	0	0	0	0
263,694	0	Cash loans	M	Y	Y	0	157,500	906,228	34,645.5	810,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.016612	-23,337	-5,354	-206	-4,656	7	1	1	0	1	1	0	Drivers	2	2	2	FRIDAY	12	0	0	0	1	1	Self-employed	0.356323	0.611128	0.802745	0.0082	0	0.9737	0.8232	0	0	0.0345	0.0417	0.2083	0.0082	0.0504	0.0074	0	0	0.0084	0	0.9737	0.8301	0	0	0.0345	0.0417	0.2083	0.0084	0.0551	0.0077	0	0	0.0083	0	0.9737	0.8256	0	0	0.0345	0.0417	0.2083	0.0083	0.0513	0.0075	0	0	reg oper account	block of flats	0.0062	Stone, brick	No	0	0	0	0	-958	0	0	0	1	0	1	0	0	0	1	0	7
183,763	0	Cash loans	M	Y	N	0	69,300	967,500	26,604	967,500	Unaccompanied	Commercial associate	Incomplete higher	Single / not married	House / apartment	0.016612	-7,975	-1,427	-6,294	-652	6	1	1	1	1	1	0	Sales staff	1	2	2	WEDNESDAY	12	0	0	0	0	0	Trade: type 2	0.356323	0.624643	0.7463	0.1485	0.1116	0.9871	0.8232	0	0.16	0.1379	0.3333	0.375	0.0745	0.121	0.1958	0	0	0.1513	0.1158	0.9871	0.8301	0	0.1611	0.1379	0.3333	0.375	0.0762	0.1322	0.204	0	0	0.1499	0.1116	0.9871	0.8256	0	0.16	0.1379	0.3333	0.375	0.0758	0.1231	0.1993	0	0	reg oper account	block of flats	0.1363	Panel	No	0	0	0	0	-1,116	0	0	0	0	1	0	0	0	0	0	0	0
381,705	0	Cash loans	F	N	Y	1	135,000	407,520	32,328	360,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.030755	-11,212	-450	-4,882	-3,102	7	1	1	0	1	0	0	Core staff	3	2	2	FRIDAY	10	0	0	0	1	1	Bank	0.414035	0.267783	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	-329	1	0	0	0	0	0	0	0	0	0	0	0
355,205	0	Cash loans	F	N	Y	0	90,000	278,712	16,128	220,500	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.003069	-20,582	365,243	-568	-510	7	1	0	0	1	0	0	Laborers	2	3	3	THURSDAY	10	0	0	0	0	0	XNA	0.356323	0.252814	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	0	0	0	0	-402	1	0	0	0	0	0	0	0	0	0	0	3
435,799	0	Cash loans	M	N	Y	0	225,000	284,400	22,599	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-14,260	-1,394	-269	-1,977	7	1	1	0	1	1	0	Laborers	2	1	1	SUNDAY	17	0	0	0	0	0	Business Entity Type 1	0.538933	0.726584	0.479449	0.2577	0.1833	0.9846	0.8232	0	0.28	0.2414	0.3333	0.2083	0	0.0504	0.1487	0	0.0362	0.2626	0.1902	0.9846	0.8301	0	0.282	0.2414	0.3333	0.2083	0	0.0551	0.155	0	0.0383	0.2602	0.1833	0.9846	0.8256	0	0.28	0.2414	0.3333	0.2083	0	0.0513	0.1514	0	0.0369	reg oper account	block of flats	0.2003	Panel	No	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	1
199,332	0	Cash loans	F	N	Y	0	135,000	906,615	30,091.5	688,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-10,292	-1,642	-9,242	-1,200	7	1	1	0	1	0	0	Sales staff	2	3	2	SATURDAY	8	0	0	0	0	0	Self-employed	0.247862	0.533584	0.7463	0.0732	0.0297	0.9876	0.83	0.013	0.04	0.0345	0.3333	0.375	0.0235	0.0597	0.0464	0	0	0.0746	0.0308	0.9876	0.8367	0.0131	0.0403	0.0345	0.3333	0.375	0.024	0.0652	0.0484	0	0	0.0739	0.0297	0.9876	0.8323	0.0131	0.04	0.0345	0.3333	0.375	0.0239	0.0607	0.0473	0	0	reg oper account	block of flats	0.0365	Panel	No	0	0	0	0	-838	1	0	0	0	0	0	0	0	0	0	0	0
297,028	0	Cash loans	F	N	N	0	112,500	589,050	23,490	526,500	Spouse, partner	Pensioner	Secondary / secondary special	Married	House / apartment	0.019101	-20,824	365,243	-13,211	-4,163	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	13	0	0	0	0	0	XNA	0.680343	0.570393	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	0	0	0	0	-1,327	1	0	0	0	0	0	0	0	0	0	4	1
443,789	0	Cash loans	F	N	Y	0	216,000	675,000	26,901	675,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018209	-21,041	-2,319	-9,946	-4,368	7	1	1	0	1	1	0	Laborers	1	3	3	THURSDAY	9	0	0	0	0	0	Business Entity Type 3	0.356323	0.596086	0.39622	0.0825	0.0863	0.9866	0.8232	0	0	0.2069	0.1667	0.2083	0.0755	0.0504	0.0847	0	0	0.084	0.0895	0.9866	0.8301	0	0	0.2069	0.1667	0.2083	0.0772	0.0551	0.0882	0	0	0.0833	0.0863	0.9866	0.8256	0	0	0.2069	0.1667	0.2083	0.0768	0.0513	0.0862	0	0	reg oper account	block of flats	0.0741	Stone, brick	No	1	1	1	1	-1,255	1	0	0	0	0	0	0	0	0	0	0	1
267,914	1	Cash loans	F	Y	N	1	202,500	689,742	35,347.5	616,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.035792	-19,116	-2,340	-9,677	-2,654	6	1	1	0	1	0	0	Sales staff	3	2	2	FRIDAY	12	0	0	0	0	0	Business Entity Type 3	0.726373	0.666768	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	2	1	2	1	0	1	0	0	0	0	0	0	0	0	0	0	0
158,944	0	Cash loans	M	Y	N	1	90,000	550,467	25,659	387,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.02461	-15,007	-830	-7,508	-5,243	11	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	14	0	0	0	0	0	Business Entity Type 2	0.356323	0.700076	0.683269	0.0062	0	0.9518	0.3404	0.0006	0	0.069	0	0.0417	0.0048	0.005	0.0036	0	0	0.0063	0	0.9518	0.3662	0.0006	0	0.069	0	0.0417	0.0049	0.0055	0.0037	0	0	0.0062	0	0.9518	0.3492	0.0006	0	0.069	0	0.0417	0.0049	0.0051	0.0037	0	0	reg oper account	block of flats	0.0032	Stone, brick	No	3	0	3	0	-2,484	1	0	0	0	0	0	0	0	0	0	0	3
161,919	0	Cash loans	F	N	Y	2	225,000	545,040	35,617.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.072508	-12,788	-548	-6,870	-4,306	7	1	1	0	1	1	1	Sales staff	4	1	1	SUNDAY	15	1	1	0	0	0	Business Entity Type 1	0.558276	0.285898	0.125308	0.0887	0.0383	0.9776	0.694	0.035	0.08	0.0345	0.4583	0.5	0	0.0672	0.0691	0.0232	0.1349	0.0903	0.0397	0.9777	0.706	0.0353	0.0806	0.0345	0.4583	0.5	0	0.0735	0.072	0.0233	0.1428	0.0895	0.0383	0.9776	0.6981	0.0352	0.08	0.0345	0.4583	0.5	0	0.0684	0.0704	0.0233	0.1378	reg oper account	block of flats	0.1028	Block	No	0	0	0	0	-350	0	1	0	0	0	0	0	0	0	0	0	2
398,493	0	Cash loans	F	N	Y	0	99,000	203,760	19,980	180,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.035792	-23,480	-638	-6,772	-4,417	7	1	1	0	1	1	0	Medicine staff	1	2	2	FRIDAY	9	0	0	0	0	0	Medicine	0.356323	0.625806	0.605836	0.0804	0	0.9757	0.6668	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0612	0	0.0064	0.0819	0	0.9757	0.6798	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0637	0	0.0068	0.0812	0	0.9757	0.6713	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0623	0	0.0066	reg oper account	block of flats	0.0495	Stone, brick	No	0	0	0	0	-459	1	0	0	0	0	0	0	0	0	0	0	2
229,706	0	Cash loans	F	N	Y	0	135,000	354,276	20,466	292,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006305	-21,990	365,243	-1,029	-4,360	7	1	0	0	1	0	0	Laborers	2	3	3	MONDAY	3	0	0	0	0	0	XNA	0.356323	0.635114	0.484851	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-203	1	0	0	0	0	0	0	0	1	0	0	0
211,516	0	Cash loans	M	Y	N	1	90,000	578,979	24,660	517,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.006671	-11,392	-188	-5,555	-4,042	24	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	19	0	0	0	1	1	Business Entity Type 3	0.274069	0.712464	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	-2,299	0	0	0	1	0	0	0	0	0	0	0	0
362,920	0	Revolving loans	F	N	Y	0	162,000	225,000	11,250	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018634	-20,482	-13,887	-5,823	-4,038	7	1	1	0	1	0	1	Laborers	1	2	2	THURSDAY	17	0	0	0	0	0	Business Entity Type 3	0.650602	0.589663	0.170446	0.0722	0.062	0.9801	0.728	0.0077	0	0.1379	0.1667	0.2083	0.0361	0.0588	0.0664	0	0	0.0735	0.0643	0.9801	0.7387	0.0078	0	0.1379	0.1667	0.2083	0.0369	0.0643	0.0692	0	0	0.0729	0.062	0.9801	0.7316	0.0078	0	0.1379	0.1667	0.2083	0.0367	0.0599	0.0676	0	0	reg oper account	block of flats	0.0565	Stone, brick	No	0	0	0	0	-720	0	0	0	0	0	0	0	0	0	1	0	3
154,878	0	Revolving loans	M	N	N	0	135,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.026392	-7,740	-602	-5,108	-432	7	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	16	0	0	1	1	1	Business Entity Type 2	0.356323	0.459961	0.622922	0.0742	0	0.9925	0.8232	0	0	0.2069	0.1667	0.2083	0	0.0504	0.0772	0	0	0.0756	0	0.9926	0.8301	0	0	0.2069	0.1667	0.2083	0	0.0551	0.0805	0	0	0.0749	0	0.9925	0.8256	0	0	0.2069	0.1667	0.2083	0	0.0513	0.0786	0	0	reg oper account	block of flats	0.0607	Stone, brick	No	2	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	2
237,407	0	Cash loans	M	Y	Y	0	90,000	447,768	25,834.5	405,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.01885	-15,915	-2,688	-3,266	-4,317	15	1	1	1	1	0	0	Drivers	1	2	2	TUESDAY	10	0	0	0	0	0	Construction	0.67719	0.266169	0.718033	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	1	7	1	-2,058	0	0	0	1	0	0	0	0	0	0	0	1
259,029	0	Cash loans	F	N	Y	0	180,000	675,000	24,043.5	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-22,496	-11,631	-15,400	-3,961	7	1	1	0	1	0	0	Medicine staff	2	2	2	TUESDAY	13	0	0	0	0	0	Government	0.356323	0.661799	0.652897	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	-1,475	1	0	0	0	0	0	0	0	1	0	0	0
174,963	0	Cash loans	F	N	Y	0	225,000	221,832	8,491.5	175,500	Family	Pensioner	Higher education	Widow	House / apartment	0.006008	-19,250	365,243	-11,004	-2,782	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	12	0	0	0	0	0	XNA	0.356323	0.711172	0.355639	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	-890	1	0	0	0	0	0	0	0	0	2	0	1
273,258	0	Cash loans	F	N	Y	0	90,000	61,263	4,869	49,500	Unaccompanied	Working	Higher education	Separated	House / apartment	0.010643	-22,050	-1,689	-4,602	-4,676	7	1	1	0	1	0	0	Core staff	1	2	2	FRIDAY	14	0	0	0	0	0	Kindergarten	0.356323	0.697452	0.553165	0.0701	0.0524	0.9727	0.626	0.0089	0	0.1379	0.1667	0.2083	0.0502	0.0538	0.0518	0.0154	0.0543	0.0714	0.0543	0.9727	0.6406	0.0089	0	0.1379	0.1667	0.2083	0.0514	0.0588	0.0539	0.0156	0.0575	0.0708	0.0524	0.9727	0.631	0.0089	0	0.1379	0.1667	0.2083	0.0511	0.0547	0.0527	0.0155	0.0555	reg oper spec account	block of flats	0.0574	Stone, brick	No	0	0	0	0	-901	1	0	0	0	0	0	0	0	0	0	0	7
270,788	0	Cash loans	F	N	Y	0	247,500	274,779	28,287	261,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.010032	-16,460	-6,060	-8,232	-9	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	8	0	0	0	0	0	Housing	0.865802	0.554297	0.7463	0.1068	0.0727	0.9881	0.8232	0	0.104	0.0897	0.375	0.2083	0	0.0504	0.1142	0	0.0703	0.084	0.0608	0.9881	0.8301	0	0.0806	0.069	0.375	0.2083	0	0.0551	0.0911	0	0.0559	0.0833	0.0601	0.9881	0.8256	0	0.08	0.069	0.375	0.2083	0	0.0513	0.0921	0	0.0553	reg oper account	block of flats	0.1604	Panel	No	1	0	1	0	-472	1	0	0	0	0	0	0	0	0	0	0	0
133,256	0	Cash loans	M	Y	N	0	270,000	2,517,300	66,532.5	2,250,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.008474	-20,924	-1,515	-4,227	-4,430	1	1	1	0	1	1	0	High skill tech staff	2	2	2	WEDNESDAY	12	0	0	0	0	0	Construction	0.356323	0.579163	0.713631	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-5	1	0	0	0	0	0	0	0	0	0	0	0
117,695	0	Cash loans	F	Y	Y	0	180,000	808,650	23,773.5	675,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.003122	-14,643	-3,513	-1,911	-4,124	5	1	1	0	1	0	0	Medicine staff	2	3	3	THURSDAY	9	0	0	0	1	1	Medicine	0.508859	0.599761	0.7463	0.0062	0	0.9757	0.8232	0	0	0.0345	0.0417	0.2083	0.0282	0.0504	0.0032	0	0.009	0.0063	0	0.9757	0.8301	0	0	0.0345	0.0417	0.2083	0.0288	0.0551	0.0033	0	0.0095	0.0062	0	0.9757	0.8256	0	0	0.0345	0.0417	0.2083	0.0287	0.0513	0.0033	0	0.0092	reg oper account	block of flats	0.0061	Stone, brick	No	1	0	1	0	-755	1	0	0	0	0	0	0	0	0	0	0	0
412,316	0	Cash loans	M	Y	Y	0	225,000	545,040	35,617.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.032561	-11,008	-601	-5,838	-3,227	17	1	1	0	1	1	1	Managers	2	1	1	THURSDAY	20	0	0	0	0	0	Trade: type 1	0.356323	0.721581	0.102782	0.3763	0.2405	0.9851	0.796	0	0.48	0.2069	0.4583	0.2083	0.096	0.0504	0.4185	0	0	0.3834	0.2495	0.9851	0.804	0	0.4834	0.2069	0.4583	0.2083	0.0982	0.0551	0.4349	0	0	0.3799	0.2405	0.9851	0.7987	0	0.48	0.2069	0.4583	0.2083	0.0977	0.0513	0.426	0	0	reg oper account	block of flats	0.33	Panel	No	1	0	1	0	-1,543	0	0	0	1	0	0	0	0	0	1	0	2
102,399	0	Cash loans	M	Y	Y	1	135,000	608,076	29,704.5	427,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.019689	-12,062	-872	-423	-4,349	9	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	17	0	0	0	0	0	Government	0.283331	0.58989	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	0	0	0	0	-372	1	0	0	0	0	0	0	0	0	0	0	2
423,964	0	Cash loans	M	Y	Y	0	225,000	675,000	34,596	675,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.072508	-14,678	-2,320	-8,292	-5,821	4	1	1	0	1	0	0	Managers	2	1	1	TUESDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.77857	0.672243	0.299	0.1372	0.9801	0.728	0.3598	0.48	0.2069	0.4583	0.5	0	0.232	0.2501	0.0541	0.0962	0.3046	0.1424	0.9801	0.7387	0.3631	0.4834	0.2069	0.4583	0.5	0	0.2534	0.2606	0.0545	0.1018	0.3019	0.1372	0.9801	0.7316	0.3621	0.48	0.2069	0.4583	0.5	0	0.236	0.2546	0.0543	0.0982	reg oper account	block of flats	0.26	Panel	No	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	2
313,609	0	Cash loans	F	N	Y	0	225,000	497,520	33,376.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.04622	-15,122	-3,228	-1,095	-4,964	7	1	1	0	1	0	0	Laborers	2	1	1	FRIDAY	10	0	0	0	0	0	Business Entity Type 2	0.682122	0.729467	0.626304	0.101	0.0832	0.9791	0.7144	0.0116	0	0.1724	0.1667	0.2083	0	0.0824	0.0865	0	0	0.1029	0.0864	0.9791	0.7256	0.0117	0	0.1724	0.1667	0.2083	0	0.09	0.0901	0	0	0.102	0.0832	0.9791	0.7182	0.0116	0	0.1724	0.1667	0.2083	0	0.0838	0.088	0	0	reg oper account	block of flats	0.068	Panel	No	0	0	0	0	-415	1	0	0	0	0	0	0	0	0	0	0	0
395,112	0	Cash loans	F	N	Y	0	67,500	90,000	8,545.5	90,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.026392	-22,623	365,243	-10,747	-4,327	7	1	0	0	1	1	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	XNA	0.356323	0.42619	0.7463	0.3268	0.2004	0.9851	0.796	0.0721	0.36	0.3103	0.3333	0.375	0.2652	0.269	0.3642	0.0116	0.0172	0.333	0.208	0.9851	0.804	0.0728	0.3625	0.3103	0.3333	0.375	0.2712	0.2938	0.3794	0.0117	0.0182	0.33	0.2004	0.9851	0.7987	0.0726	0.36	0.3103	0.3333	0.375	0.2698	0.2736	0.3707	0.0116	0.0175	reg oper account	block of flats	0.2902	Panel	No	0	0	0	0	-1,466	0	0	1	0	0	0	0	0	0	0	0	0
167,852	0	Cash loans	F	Y	Y	2	315,000	1,125,000	33,025.5	1,125,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-17,540	-3,168	-3,339	-1,088	15	1	1	0	1	0	0	Medicine staff	4	1	1	THURSDAY	11	0	0	0	0	0	Medicine	0.784513	0.753705	0.554947	0.1479	0.0939	0.9786	0.7076	0	0.16	0.1379	0.3333	0.375	0.0175	0.1206	0.1428	0	0.0018	0.1502	0.0974	0.9786	0.719	0	0.1611	0.1379	0.3333	0.375	0.0179	0.1313	0.148	0	0	0.1494	0.0939	0.9786	0.7115	0	0.16	0.1379	0.3333	0.375	0.0178	0.1227	0.1453	0	0.0018	reg oper account	block of flats	0.1125	Panel	No	0	0	0	0	-2,676	1	0	0	0	0	0	0	0	0	1	0	0
301,619	0	Cash loans	F	N	N	1	67,500	101,880	10,939.5	90,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.00712	-14,429	-3,982	-4,022	-3,926	7	1	1	0	1	0	0	Sales staff	2	2	2	TUESDAY	16	0	0	0	0	0	Self-employed	0.356323	0.262258	0.681706	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	-767	1	0	0	0	0	0	0	0	0	0	0	3
330,471	0	Cash loans	F	N	N	3	135,000	888,840	37,494	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-11,988	-461	-2,964	-2,964	7	1	1	0	1	1	0	Sales staff	5	2	2	FRIDAY	18	0	0	0	1	1	Self-employed	0.444879	0.644933	0.399676	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	0	7	0	-24	1	0	0	0	0	0	0	0	0	0	0	3
106,815	0	Cash loans	F	N	Y	1	90,000	315,000	16,492.5	315,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.022625	-10,887	-1,526	-4,772	-2,884	7	1	1	0	1	0	0	Laborers	3	2	2	TUESDAY	9	0	0	0	0	0	Business Entity Type 3	0.237774	0.265231	0.248536	0.0825	0.1084	0.9871	0.8232	0.0168	0	0.2069	0.1667	0.2083	0.0278	0.0672	0.0864	0	0	0.084	0.1124	0.9871	0.8301	0.0169	0	0.2069	0.1667	0.2083	0.0284	0.0735	0.09	0	0	0.0833	0.1084	0.9871	0.8256	0.0169	0	0.2069	0.1667	0.2083	0.0282	0.0684	0.0879	0	0	reg oper account	block of flats	0.0679	Panel	No	0	0	0	0	-983	1	0	0	0	0	0	0	0	0	0	0	1
146,088	0	Revolving loans	F	N	N	0	90,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.008866	-8,413	-1,831	-8,404	-245	7	1	1	0	1	0	0	Sales staff	2	2	2	THURSDAY	12	0	0	1	1	1	Trade: type 7	0.356323	0.228386	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	-500	0	0	0	0	0	0	0	0	0	0	0	0
295,201	0	Cash loans	F	N	Y	0	135,000	469,147.5	24,084	351,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.003122	-15,471	-3,639	-9,251	-2,907	7	1	1	0	1	0	1	Secretaries	2	3	3	SATURDAY	14	0	0	0	0	0	Transport: type 4	0.478035	0.787822	0.450747	0.0742	0.0284	0.9891	0.8504	0	0.08	0.069	0.3333	0.0417	0.079	0.0605	0.0777	0	0.0209	0.0756	0.0294	0.9891	0.8563	0	0.0806	0.069	0.3333	0.0417	0.0808	0.0661	0.0809	0	0.0221	0.0749	0.0284	0.9891	0.8524	0	0.08	0.069	0.3333	0.0417	0.0804	0.0616	0.0791	0	0.0213	reg oper account	block of flats	0.069	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1
343,498	0	Cash loans	F	N	Y	0	90,000	521,280	22,086	450,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.015221	-22,911	365,243	-11,757	-3,087	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	XNA	0.356323	0.288925	0.733815	0.0907	0	0.9836	0.8232	0	0	0.2069	0.1667	0.2083	0.0651	0.0504	0.0858	0	0.0079	0.0924	0	0.9836	0.8301	0	0	0.2069	0.1667	0.2083	0.0666	0.0551	0.0894	0	0.0084	0.0916	0	0.9836	0.8256	0	0	0.2069	0.1667	0.2083	0.0662	0.0513	0.0874	0	0.0081	reg oper account	block of flats	0.0692	Panel	No	3	0	3	0	-4	1	0	0	0	0	0	0	0	0	0	0	3
201,129	0	Cash loans	M	N	Y	0	90,000	781,920	39,924	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.020246	-19,012	365,243	-8,561	-2,568	7	1	0	0	1	0	0	Laborers	2	3	3	THURSDAY	8	0	0	0	0	0	XNA	0.661248	0.031548	0.656158	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-2,018	0	0	1	0	0	0	0	0	0	0	1	5
265,913	0	Revolving loans	F	Y	Y	0	180,000	135,000	6,750	360,000	Unaccompanied	Commercial associate	Incomplete higher	Married	House / apartment	0.035792	-8,540	-1,254	-7,252	-114	65	1	1	0	1	0	0	Waiters/barmen staff	2	2	2	WEDNESDAY	18	0	0	0	0	0	Business Entity Type 3	0.148934	0.501385	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	0.0782	Panel	No	0	0	0	0	-1,560	0	0	0	0	0	0	0	0	0	1	0	2
448,575	0	Cash loans	F	Y	N	0	144,000	760,225.5	30,280.5	679,500	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.01452	-17,675	-4,020	-10,396	-1,224	28	1	1	0	1	1	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	Other	0.356323	0.665654	0.656158	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	-1,031	1	0	0	0	0	0	0	0	0	0	0	1
353,912	0	Cash loans	M	Y	Y	0	135,000	450,000	22,018.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-13,499	-1,314	-295	-1,558	15	1	1	0	1	0	0	Core staff	2	3	2	SUNDAY	11	0	0	0	0	0	Business Entity Type 3	0.356323	0.536695	0.58674	0.1567	0.1173	0.998	0.9728	0.0529	0.16	0.1379	0.375	0.0417	0.9374	0.121	0.1684	0.0309	0.1454	0.1597	0.1217	0.998	0.9739	0.0534	0.1611	0.1379	0.375	0.0417	0.9587	0.1322	0.1754	0.0311	0.1539	0.1582	0.1173	0.998	0.9732	0.0532	0.16	0.1379	0.375	0.0417	0.9537	0.1231	0.1714	0.0311	0.1484	reg oper account	block of flats	0.1526	Panel	No	0	0	0	0	-1,478	1	0	0	0	0	0	0	0	0	1	0	2
328,866	1	Cash loans	M	Y	Y	0	247,500	1,258,650	51,943.5	1,125,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.072508	-17,520	365,243	-3,101	-1,062	5	1	0	0	1	0	0	Laborers	2	1	1	TUESDAY	13	0	0	0	0	0	XNA	0.356323	0.63159	0.533482	0.368	0.2221	0.9776	0.694	0.1641	0.4	0.3448	0.3333	0.0417	0	0.3001	0.219	0.0116	0.1122	0.375	0.2305	0.9777	0.706	0.1655	0.4028	0.3448	0.3333	0.0417	0	0.3278	0.2282	0.0117	0.1187	0.3716	0.2221	0.9776	0.6981	0.1651	0.4	0.3448	0.3333	0.0417	0	0.3053	0.2229	0.0116	0.1145	not specified	block of flats	0.2863	Panel	No	2	0	2	0	-1,217	1	0	0	0	0	0	0	0	0	0	0	5
104,698	0	Cash loans	M	N	Y	0	171,000	289,597.5	15,840	234,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-19,298	-8,240	-8,235	-2,499	7	1	1	1	1	0	0	Laborers	2	2	2	FRIDAY	9	0	0	0	0	0	Transport: type 4	0.356323	0.65767	0.228883	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	-489	1	0	0	0	0	0	0	0	0	0	1	2
322,181	0	Cash loans	F	N	N	0	103,500	253,737	14,166	229,500	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	Municipal apartment	0.011657	-20,691	-8,373	-7,784	-4,227	7	1	1	1	1	0	0	Medicine staff	1	1	1	TUESDAY	13	0	0	0	0	0	Medicine	0.356323	0.616596	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	3	0	3	0	-1,687	1	0	0	0	0	0	0	0	0	0	0	0
403,167	0	Revolving loans	F	N	Y	0	112,500	382,500	19,125	382,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-23,078	365,243	-746	-5,028	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	17	0	0	0	0	0	XNA	0.356323	0.695191	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	-262	0	0	0	0	0	0	0	0	0	0	0	0
352,545	0	Revolving loans	F	N	Y	1	90,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010966	-10,750	-285	-1,554	-3,425	7	1	1	0	1	0	0	Sales staff	3	2	2	THURSDAY	14	0	0	0	0	0	Self-employed	0.356323	0.452382	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	-352	0	0	0	0	0	0	0	0	0	0	0	0
452,350	0	Revolving loans	M	Y	N	1	450,000	675,000	33,750	675,000	Family	Commercial associate	Higher education	Civil marriage	House / apartment	0.04622	-15,763	-6,610	-2,827	-4,331	6	1	1	0	1	0	0	Managers	3	1	1	WEDNESDAY	20	0	0	0	0	0	University	0.356323	0.74883	0.634706	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-196	0	0	0	0	0	0	0	0	0	1	0	1
237,811	0	Cash loans	F	N	N	0	139,500	675,000	53,460	675,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.018029	-11,835	-980	-5,674	-3,989	7	1	1	0	1	1	0	Laborers	1	3	3	THURSDAY	11	0	0	0	0	0	Business Entity Type 2	0.459382	0.153571	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	4	0	4	0	-2,059	1	0	0	0	0	0	0	0	0	1	0	2
262,460	0	Cash loans	M	Y	N	0	193,500	1,525,482	42,079.5	1,363,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006008	-16,336	-3,216	-6,098	-1,949	10	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	17	0	0	0	1	1	Construction	0.356323	0.652314	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	-1,315	1	0	0	0	0	0	1	0	0	0	0	0
365,753	0	Cash loans	M	N	Y	2	135,000	225,000	12,334.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-9,676	-1,147	-3,073	-2,337	7	1	1	0	1	1	0	Laborers	4	2	2	WEDNESDAY	10	0	0	0	0	0	Other	0.356323	0.612301	0.230159	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	-242	1	0	0	0	0	0	0	0	0	1	0	3
436,577	0	Cash loans	F	Y	Y	0	441,000	1,354,500	50,197.5	1,354,500	Unaccompanied	State servant	Higher education	Separated	House / apartment	0.072508	-20,942	-6,210	-12,664	-3,904	6	1	1	1	1	1	0	Laborers	1	1	1	SATURDAY	10	0	0	0	0	0	Housing	0.916051	0.717193	0.636376	0.2959	0.1571	0.9816	0.7484	0.0447	0.48	0.2069	0.4583	0.5	0	0.2404	0.3064	0.0039	0.013	0.3015	0.163	0.9816	0.7583	0.0451	0.4834	0.2069	0.4583	0.5	0	0.2626	0.3192	0.0039	0.0137	0.2987	0.1571	0.9816	0.7518	0.0449	0.48	0.2069	0.4583	0.5	0	0.2446	0.3119	0.0039	0.0132	reg oper account	block of flats	0.2682	Panel	No	0	0	0	0	-334	0	0	0	1	0	0	0	0	0	0	0	0
377,896	0	Cash loans	M	N	Y	0	157,500	677,664	27,337.5	585,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.014464	-8,514	-1,219	-5,292	-1,183	7	1	1	0	1	0	1	Laborers	2	2	2	MONDAY	10	0	0	0	1	1	Business Entity Type 3	0.133202	0.184786	0.7463	0.2165	0.2107	0.9876	0.83	0.0372	0	0.4828	0.1667	0.2083	0.2492	0.1765	0.207	0	0	0.2206	0.2187	0.9876	0.8367	0.0375	0	0.4828	0.1667	0.2083	0.2548	0.1928	0.2157	0	0	0.2186	0.2107	0.9876	0.8323	0.0374	0	0.4828	0.1667	0.2083	0.2535	0.1796	0.2107	0	0	reg oper account	block of flats	0.1752	Panel	No	5	0	5	0	-162	1	0	0	0	0	0	0	0	0	0	0	0
258,614	0	Cash loans	F	N	Y	0	157,500	911,079	32,409	760,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-14,933	-1,465	-2,752	-4,017	7	1	1	0	1	0	0	Cooking staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	Industry: type 3	0.356323	0.15002	0.538863	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-2,019	1	0	0	0	0	0	0	0	0	0	0	6
258,558	0	Cash loans	F	N	Y	0	81,000	152,820	15,241.5	135,000	Family	Commercial associate	Incomplete higher	Civil marriage	House / apartment	0.01885	-11,143	-2,165	-10,468	-603	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	17	0	0	0	0	0	Business Entity Type 3	0.188583	0.678172	0.204423	0.0835	0.0897	0.9856	0.8028	0.0117	0.24	0.2069	0.1667	0.2083	0.0289	0.0681	0.0769	0.0039	0.0097	0.0851	0.0931	0.9856	0.8105	0.0118	0.2417	0.2069	0.1667	0.2083	0.0296	0.0744	0.0802	0.0039	0.0103	0.0843	0.0897	0.9856	0.8054	0.0117	0.24	0.2069	0.1667	0.2083	0.0295	0.0693	0.0783	0.0039	0.0099	reg oper account	block of flats	0.069	Panel	No	2	0	2	0	-2,248	1	0	0	0	0	0	0	0	0	0	0	5
194,457	0	Cash loans	F	N	Y	0	99,000	1,078,200	31,653	900,000	Unaccompanied	Working	Higher education	Widow	Municipal apartment	0.018801	-18,815	-409	-475	-1,210	7	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	14	0	0	0	0	0	Business Entity Type 3	0.356323	0.305067	0.240541	0	0	0.9811	0.8232	0	0	0.2069	0.3333	0.2083	0	0.0504	0.221	0	0	0	0	0.9811	0.8301	0	0	0.2069	0.3333	0.2083	0	0.0551	0.2302	0	0	0	0	0.9811	0.8256	0	0	0.2069	0.3333	0.2083	0	0.0513	0.225	0	0	reg oper account	block of flats	0.1793	Monolithic	No	1	1	1	1	-609	1	0	0	0	0	0	0	0	0	0	0	1
388,839	0	Cash loans	M	N	N	0	67,500	450,000	22,977	450,000	Unaccompanied	State servant	Lower secondary	Married	House / apartment	0.006852	-20,617	-1,132	-14,224	-3,248	7	1	1	1	1	0	0	Low-skill Laborers	2	3	3	MONDAY	4	0	0	0	0	0	Kindergarten	0.464103	0.039854	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	4	6	3	-553	1	0	0	0	0	0	0	0	0	0	0	0
428,074	0	Cash loans	F	N	N	0	90,000	900,000	32,328	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-19,551	-2,468	-4,672	-3,083	7	1	1	1	1	1	0	Core staff	2	2	2	THURSDAY	12	0	0	0	0	0	Medicine	0.795464	0.243138	0.495666	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	-1,414	1	0	0	0	0	0	0	0	0	1	0	5
304,559	0	Cash loans	F	Y	Y	0	157,500	1,223,010	48,631.5	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-19,026	-8,571	-5,358	-2,584	9	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	14	0	0	0	0	0	Agriculture	0.630153	0.697369	0.753067	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	-291	1	0	0	0	0	0	0	0	0	0	1	0
262,682	0	Cash loans	F	N	Y	0	117,000	432,661.5	22,783.5	373,500	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.030755	-11,834	-1,433	-4,468	-4,478	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	16	0	0	1	1	1	Business Entity Type 3	0.356323	0.580777	0.698668	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	-1,124	1	0	0	0	0	0	0	0	0	0	0	0
133,035	0	Cash loans	F	Y	Y	1	103,500	526,491	29,529	454,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.035792	-15,413	-7,377	-1,170	-1,783	6	1	1	0	1	0	0	Core staff	3	2	2	WEDNESDAY	11	0	0	0	1	1	School	0.356323	0.673189	0.700184	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	-683	1	0	0	0	0	0	0	0	0	0	0	1
235,113	0	Cash loans	F	N	Y	2	166,500	553,806	28,404	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006629	-13,499	-4,354	-385	-4,375	7	1	1	0	1	0	0	Laborers	4	2	2	TUESDAY	4	0	0	0	0	0	Business Entity Type 3	0.368265	0.565671	0.269286	0.1299	0.1484	0.9826	0.762	0.0276	0	0.2528	0.1667	0.0417	0.1013	0.1059	0.113	0	0.0138	0.084	0.0909	0.9821	0.7648	0.0106	0	0.1379	0.1667	0.0417	0.0796	0.0735	0.074	0	0.0093	0.1135	0.1314	0.9826	0.7652	0.0363	0	0.2414	0.1667	0.0417	0.1031	0.0932	0.0992	0	0.016	reg oper account	block of flats	0.1574	Panel	No	0	0	0	0	-756	1	0	0	0	0	0	0	0	0	0	0	9
204,999	0	Cash loans	F	N	Y	0	135,000	900,000	26,446.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009175	-18,894	-577	-8,921	-1,795	7	1	1	0	1	1	0	Sales staff	2	2	2	MONDAY	16	0	0	0	0	0	Business Entity Type 3	0.356323	0.741388	0.652897	0.0186	0	0.9876	0.8232	0	0	0.1034	0.0417	0.2083	0.0423	0.0504	0.0169	0	0	0.0189	0	0.9876	0.8301	0	0	0.1034	0.0417	0.2083	0.0432	0.0551	0.0176	0	0	0.0187	0	0.9876	0.8256	0	0	0.1034	0.0417	0.2083	0.043	0.0513	0.0172	0	0	reg oper account	block of flats	0.0133	Stone, brick	No	0	0	0	0	-1,159	1	0	0	0	0	0	0	0	0	0	0	2
378,385	0	Cash loans	M	Y	Y	2	112,500	544,068	26,590.5	382,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-14,119	-1,704	-7,905	-5,084	14	1	1	0	1	0	0	Laborers	4	2	2	THURSDAY	12	0	0	0	0	0	Business Entity Type 3	0.355451	0.056322	0.266457	0.0165	0	0.9821	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.013	0	0.005	0.0168	0	0.9821	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.0136	0	0.0053	0.0167	0	0.9821	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.0132	0	0.0051	reg oper account	block of flats	0.0113	Panel	No	1	0	1	0	-319	1	0	0	0	0	0	0	0	0	0	0	2
126,851	0	Cash loans	F	N	N	0	112,500	531,373.5	14,148	420,390	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-11,958	-389	-3,885	-3,885	7	1	1	1	1	0	0	Managers	2	2	2	TUESDAY	15	0	0	1	0	1	Business Entity Type 3	0.356323	0.600218	0.7463	0.0825	0.0675	0.9762	0.6736	0.0333	0	0.1379	0.1667	0.2083	0.0129	0.0672	0.0405	0	0	0.084	0.0701	0.9762	0.6864	0.0336	0	0.1379	0.1667	0.2083	0.0132	0.0735	0.0422	0	0	0.0833	0.0675	0.9762	0.678	0.0335	0	0.1379	0.1667	0.2083	0.0131	0.0684	0.0413	0	0	reg oper account	block of flats	0.0501	Stone, brick	No	1	0	1	0	-338	1	0	0	0	0	0	1	0	0	0	0	2
261,353	0	Cash loans	M	N	Y	0	135,000	298,512	18,391.5	270,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.00733	-23,610	365,243	-4,661	-3,491	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	XNA	0.356323	0.272499	0.652897	0.1155	0	0.9851	0.796	0	0.08	0.069	0.3333	0.0417	0	0.0891	0.0778	0	0	0.1176	0	0.9851	0.804	0	0.0806	0.069	0.3333	0.0417	0	0.0973	0.081	0	0	0.1166	0	0.9851	0.7987	0	0.08	0.069	0.3333	0.0417	0	0.0906	0.0792	0	0	reg oper account	block of flats	0.061	Stone, brick	No	0	0	0	0	-441	1	0	0	0	0	0	0	0	0	0	0	2
287,416	0	Cash loans	M	Y	Y	0	180,000	535,500	29,898	535,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.035792	-19,685	-3,146	-7,566	-3,244	3	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	11	0	0	0	1	1	Transport: type 3	0.77605	0.557121	0.816092	0.0103	0	0.9677	0.8232	0	0	0.1379	0	0.2083	0.0063	0.0504	0.0057	0	0.0066	0.0105	0	0.9677	0.8301	0	0	0.1379	0	0.2083	0.0064	0.0551	0.0059	0	0.007	0.0104	0	0.9677	0.8256	0	0	0.1379	0	0.2083	0.0064	0.0513	0.0058	0	0.0068	reg oper account	block of flats	0.0059	Wooden	No	0	0	0	0	-1,774	1	0	0	0	0	0	0	0	0	0	1	6
166,606	0	Cash loans	M	N	Y	1	180,000	537,669	26,280	378,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.020713	-16,026	-686	-5,065	-3,500	7	1	1	0	1	0	0	Laborers	3	3	3	SATURDAY	7	0	0	0	0	0	Bank	0.356323	0.636431	0.7463	0.1361	0.088	0.9831	0.8232	0	0	0.0345	0.1667	0.2083	0.059	0.0504	0.054	0	0.014	0.1387	0.0913	0.9831	0.8301	0	0	0.0345	0.1667	0.2083	0.0604	0.0551	0.0563	0	0.0148	0.1374	0.088	0.9831	0.8256	0	0	0.0345	0.1667	0.2083	0.0601	0.0513	0.055	0	0.0143	reg oper account	specific housing	0.0616	Stone, brick	No	0	0	0	0	-618	0	0	0	1	0	0	0	0	0	0	0	0
370,936	0	Cash loans	F	N	Y	0	202,500	1,002,870	42,619.5	922,500	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.011703	-20,920	365,243	-7,807	-1,873	7	1	0	0	1	1	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	0	XNA	0.356323	0.569932	0.427657	0.0825	0	0.9752	0.8232	0	0	0.1379	0.1667	0.2083	0.0666	0.0504	0.0707	0	0	0.084	0	0.9752	0.8301	0	0	0.1379	0.1667	0.2083	0.0681	0.0551	0.0736	0	0	0.0833	0	0.9752	0.8256	0	0	0.1379	0.1667	0.2083	0.0678	0.0513	0.0719	0	0	reg oper account	block of flats	0.0603	Panel	No	0	0	0	0	-523	1	0	0	0	0	0	0	0	1	0	0	4
110,567	0	Cash loans	F	Y	Y	0	360,000	1,800,000	62,568	1,800,000	Unaccompanied	State servant	Incomplete higher	Married	House / apartment	0.025164	-18,933	-553	-8,029	-2,491	4	1	1	0	1	0	1	Managers	2	2	2	TUESDAY	16	0	0	0	0	0	Postal	0.737418	0.469899	0.397946	0.1577	0.1638	0.9727	0.626	0.0212	0	0.2759	0.1667	0.2083	0.0284	0.1135	0.108	0.0695	0.1165	0.1607	0.1699	0.9727	0.6406	0.0214	0	0.2759	0.1667	0.2083	0.0291	0.124	0.1125	0.07	0.1233	0.1593	0.1638	0.9727	0.631	0.0213	0	0.2759	0.1667	0.2083	0.0289	0.1154	0.1099	0.0699	0.1189	org spec account	block of flats	0.1218	Stone, brick	No	4	1	4	0	-1,441	0	0	1	0	0	0	0	0	0	1	1	6
108,435	0	Cash loans	M	N	N	0	180,000	650,704.5	33,354	517,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	Municipal apartment	0.018801	-14,947	-984	-7,751	-4,182	7	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	Other	0.356323	0.500778	0.7463	0.0825	0.0791	0.9747	0.6532	0.0438	0	0.1379	0.1667	0.2083	0.0683	0.0672	0.0704	0	0	0.084	0.0821	0.9747	0.6668	0.0442	0	0.1379	0.1667	0.2083	0.0698	0.0735	0.0734	0	0	0.0833	0.0791	0.9747	0.6578	0.0441	0	0.1379	0.1667	0.2083	0.0694	0.0684	0.0717	0	0	not specified	block of flats	0.0793	Panel	No	0	0	0	0	-1,299	1	0	0	0	0	0	0	0	0	0	0	0
368,985	0	Cash loans	F	N	Y	0	157,500	103,500	4,954.5	103,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-15,067	-4,411	-9,089	-3,927	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	16	0	0	0	0	0	Business Entity Type 2	0.356323	0.37961	0.556727	0.2052	0.1331	0.9866	0.8232	0	0.16	0.1379	0.3333	0.2083	0	0.0504	0	0	0	0.1912	0.1327	0.9861	0.8301	0	0.1208	0.1034	0.3333	0.2083	0	0.0551	0	0	0	0.2071	0.1331	0.9866	0.8256	0	0.16	0.1379	0.3333	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.1697	Mixed	No	4	0	4	0	0	0	0	0	1	0	0	0	0	0	4	0	2
251,099	0	Cash loans	M	N	Y	0	135,000	450,000	27,324	450,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.026392	-10,019	-1,076	-747	-2,516	7	1	1	1	1	0	0	Laborers	2	2	2	MONDAY	10	0	0	0	0	0	Business Entity Type 3	0.356323	0.600926	0.098859	0.0309	0	0.9742	0.8232	0	0	0.1034	0.1667	0.2083	0	0.0504	0.0605	0	0	0.0315	0	0.9742	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.063	0	0	0.0312	0	0.9742	0.8256	0	0	0.1034	0.1667	0.2083	0	0.0513	0.0615	0	0	reg oper account	block of flats	0.0476	Stone, brick	No	2	0	2	0	-17	1	0	0	0	0	0	0	0	0	1	1	1
375,072	0	Cash loans	F	N	Y	0	45,000	314,055	16,573.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.020713	-10,199	-824	-3,483	-2,865	7	1	1	0	1	0	0	Core staff	2	3	3	SUNDAY	10	0	0	1	1	0	Kindergarten	0.454208	0.099587	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	0	1	0	0	0	0	0	0	0	0	0	0	0
436,042	0	Cash loans	F	N	N	0	135,000	227,520	14,670	180,000	Spouse, partner	State servant	Secondary / secondary special	Married	House / apartment	0.030755	-14,997	-2,376	-8,655	-2,232	7	1	1	0	1	0	0	Managers	2	2	2	THURSDAY	14	0	0	1	1	0	Military	0.424587	0.520999	0.21035	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	-203	1	0	0	0	0	0	0	0	0	0	0	1
176,625	0	Cash loans	M	Y	Y	2	144,000	495,216	26,995.5	427,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.006296	-18,847	-1,469	-8,611	-2,377	9	1	1	0	1	0	0	Laborers	3	3	3	TUESDAY	15	0	0	0	0	0	Industry: type 1	0.356323	0.436214	0.569149	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	-372	1	0	0	0	0	0	0	0	0	0	0	0
433,337	0	Cash loans	F	N	Y	0	225,000	1,001,133	69,808.5	945,000	Family	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.00733	-21,405	365,243	-6,335	-146	7	1	0	0	1	0	1	Laborers	2	2	2	THURSDAY	14	0	0	0	0	0	XNA	0.356323	0.585259	0.443615	0.1031	0	0.9796	0.7212	0	0	0.2069	0.1667	0.0417	0	0.0841	0.0892	0	0	0.105	0	0.9796	0.7321	0	0	0.2069	0.1667	0.0417	0	0.0918	0.0929	0	0	0.1041	0	0.9796	0.7249	0	0	0.2069	0.1667	0.0417	0	0.0855	0.0908	0	0	reg oper account	block of flats	0.1158	Stone, brick	No	0	0	0	0	-955	1	0	0	0	0	0	0	0	0	0	0	0
177,968	0	Revolving loans	F	N	Y	0	108,000	202,500	10,125	202,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.01885	-22,664	365,243	-12,215	-4,021	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	9	0	0	0	0	0	XNA	0.356323	0.751363	0.739412	0.0722	0.0768	0.9786	0.7076	0.0383	0	0.1379	0.1667	0.0417	0.0494	0.0538	0.0632	0.0232	0.0166	0.0735	0.0797	0.9786	0.719	0.0386	0	0.1379	0.1667	0.0417	0.0506	0.0588	0.0659	0.0233	0.0176	0.0729	0.0768	0.9786	0.7115	0.0385	0	0.1379	0.1667	0.0417	0.0503	0.0547	0.0643	0.0233	0.017	reg oper spec account	block of flats	0.0707	Stone, brick	No	0	0	0	0	-2,107	0	0	0	0	0	0	0	0	0	0	0	2
229,404	0	Cash loans	F	N	Y	0	202,500	463,941	28,165.5	400,500	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.072508	-10,022	-448	-765	-2,570	7	1	1	0	1	1	1	Accountants	2	1	1	FRIDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.676059	0.294083	0.133	0.0563	0.9866	0.8164	0.0723	0.16	0.069	0.6667	0.7083	0	0.1076	0.1385	0.0039	0.0345	0.1355	0.0584	0.9866	0.8236	0.0729	0.1611	0.069	0.6667	0.7083	0	0.1175	0.1443	0.0039	0.0365	0.1343	0.0563	0.9866	0.8189	0.0727	0.16	0.069	0.6667	0.7083	0	0.1095	0.141	0.0039	0.0352	reg oper account	block of flats	0.1164	Panel	No	0	0	0	0	-579	1	0	0	0	0	0	0	0	0	0	0	3
162,887	0	Cash loans	F	N	Y	0	72,000	354,276	13,486.5	292,500	Family	State servant	Secondary / secondary special	Married	House / apartment	0.00823	-16,805	-7,491	-9,442	-356	7	1	1	0	1	0	0	Medicine staff	2	2	2	WEDNESDAY	16	0	0	0	0	0	Medicine	0.356323	0.576069	0.767523	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-2,600	1	0	0	0	0	0	0	0	0	0	0	0
320,184	0	Cash loans	M	N	N	0	292,500	1,080,000	42,831	1,080,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.0105	-20,799	-725	-10,041	-3,972	7	1	1	1	1	1	0	Security staff	2	3	3	THURSDAY	9	0	0	0	0	0	Business Entity Type 3	0.73237	0.022373	0.365617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0298	Panel	No	0	0	0	0	-1,703	1	0	0	0	0	0	0	0	0	0	0	3
327,409	0	Cash loans	M	Y	Y	0	225,000	1,436,850	42,142.5	1,125,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.020713	-19,845	-5,089	-12,113	-1,184	6	1	1	0	1	0	0	Drivers	2	3	3	FRIDAY	12	0	0	0	0	0	Self-employed	0.356323	0.21425	0.533482	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	-2,390	1	0	0	0	0	0	0	0	0	0	0	1
245,699	0	Cash loans	F	N	Y	0	67,500	540,000	15,786	540,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.035792	-22,319	365,243	-552	-604	7	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	9	0	0	0	0	0	XNA	0.356323	0.501576	0.35234	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	-1,440	0	0	1	0	0	0	0	0	1	0	0	2
157,394	0	Revolving loans	F	N	N	2	180,000	495,000	24,750	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-12,027	-981	-1,011	-3,362	7	1	1	0	1	0	0	Core staff	4	2	2	MONDAY	12	0	0	0	0	0	Restaurant	0.356323	0.445879	0.588488	0.0825	0	0.9806	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.01	0	0	0.084	0	0.9806	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0104	0	0	0.0833	0	0.9806	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0102	0	0	reg oper account	block of flats	0.0079	Panel	Yes	3	0	3	0	-446	0	0	0	0	0	0	0	0	0	0	0	5
328,388	0	Cash loans	F	N	N	0	90,000	1,256,400	36,864	900,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.020713	-20,873	365,243	-10,537	-4,358	7	1	0	0	1	0	0	Laborers	2	3	3	FRIDAY	12	0	0	0	0	0	XNA	0.67926	0.486551	0.579727	0.0825	0.1319	0.9856	0.8028	0.017	0	0.2759	0.1667	0.2083	0.1028	0.0672	0.0992	0	0	0.084	0.1368	0.9856	0.8105	0.0172	0	0.2759	0.1667	0.2083	0.1051	0.0735	0.1034	0	0	0.0833	0.1319	0.9856	0.8054	0.0171	0	0.2759	0.1667	0.2083	0.1046	0.0684	0.101	0	0	reg oper spec account	block of flats	0.0781	Stone, brick	No	0	0	0	0	-1,471	0	0	1	0	0	0	0	0	0	0	1	3
274,532	0	Revolving loans	M	Y	Y	0	202,500	585,000	29,250	585,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011703	-17,263	-1,861	-4,483	-814	2	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	14	1	1	0	0	0	Business Entity Type 3	0.356323	0.714427	0.7463	0.0371	0.0673	0.994	0.9184	0	0	0.1379	0.0833	0.125	0.0121	0.0303	0.0345	0	0	0.0378	0.0698	0.994	0.9216	0	0	0.1379	0.0833	0.125	0.0124	0.0331	0.0359	0	0	0.0375	0.0673	0.994	0.9195	0	0	0.1379	0.0833	0.125	0.0123	0.0308	0.0351	0	0	reg oper account	block of flats	0.0271	Panel	No	1	0	1	0	-1,192	0	0	0	0	0	0	0	0	0	0	2	1
193,840	1	Cash loans	F	Y	Y	0	180,000	1,223,010	48,627	1,125,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.016612	-20,616	-6,863	-12,680	-4,092	4	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	16	0	0	0	0	0	Business Entity Type 1	0.356323	0.686105	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	0	1	0	0	0	0	0	0	0	0	0	0	2