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SK_ID_CURR int64 100k 456k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 2 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 8	AMT_INCOME_TOTAL float64 27k 1.8M	AMT_CREDIT float64 45k 3.08M	AMT_ANNUITY float64 3.05k 225k	AMT_GOODS_PRICE float64 45k 2.93M	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 4 values	NAME_EDUCATION_TYPE stringclasses 5 values	NAME_FAMILY_STATUS stringclasses 6 values	NAME_HOUSING_TYPE stringclasses 6 values	REGION_POPULATION_RELATIVE float64 0 0.07	DAYS_BIRTH int64 -25,165 -7,680	DAYS_EMPLOYED int64 -15,943 365k	DAYS_REGISTRATION float64 -19,463 0	DAYS_ID_PUBLISH int64 -6,259 -1	OWN_CAR_AGE float64 0 65	FLAG_MOBIL int64 1 1	FLAG_EMP_PHONE int64 0 1	FLAG_WORK_PHONE int64 0 1	FLAG_CONT_MOBILE int64 0 1	FLAG_PHONE int64 0 1	FLAG_EMAIL int64 0 1	OCCUPATION_TYPE stringclasses 18 values	CNT_FAM_MEMBERS float64 1 10	REGION_RATING_CLIENT int64 1 3	REGION_RATING_CLIENT_W_CITY int64 1 3	WEEKDAY_APPR_PROCESS_START stringclasses 7 values	HOUR_APPR_PROCESS_START int64 1 23	REG_REGION_NOT_LIVE_REGION int64 0 1	REG_REGION_NOT_WORK_REGION int64 0 1	LIVE_REGION_NOT_WORK_REGION int64 0 1	REG_CITY_NOT_LIVE_CITY int64 0 1	REG_CITY_NOT_WORK_CITY int64 0 1	LIVE_CITY_NOT_WORK_CITY int64 0 1	ORGANIZATION_TYPE stringlengths 3 22	EXT_SOURCE_1 float64 0.03 0.94	EXT_SOURCE_2 float64 0 0.86	EXT_SOURCE_3 float64 0 0.88	APARTMENTS_AVG float64 0 1	BASEMENTAREA_AVG float64 0 1	YEARS_BEGINEXPLUATATION_AVG float64 0 1	YEARS_BUILD_AVG float64 0 1	COMMONAREA_AVG float64 0 1	ELEVATORS_AVG float64 0 1	ENTRANCES_AVG float64 0 1	FLOORSMAX_AVG float64 0 1	FLOORSMIN_AVG float64 0 1	LANDAREA_AVG float64 0 1	LIVINGAPARTMENTS_AVG float64 0 1	LIVINGAREA_AVG float64 0 1	NONLIVINGAPARTMENTS_AVG float64 0 1	NONLIVINGAREA_AVG float64 0 1	APARTMENTS_MODE float64 0 1	BASEMENTAREA_MODE float64 0 1	YEARS_BEGINEXPLUATATION_MODE float64 0 1	YEARS_BUILD_MODE float64 0 1	COMMONAREA_MODE float64 0 1	ELEVATORS_MODE float64 0 1	ENTRANCES_MODE float64 0 1	FLOORSMAX_MODE float64 0 1	FLOORSMIN_MODE float64 0 1	LANDAREA_MODE float64 0 1	LIVINGAPARTMENTS_MODE float64 0 1	LIVINGAREA_MODE float64 0 1	NONLIVINGAPARTMENTS_MODE float64 0 1	NONLIVINGAREA_MODE float64 0 1	APARTMENTS_MEDI float64 0 1	BASEMENTAREA_MEDI float64 0 1	YEARS_BEGINEXPLUATATION_MEDI float64 0 1	YEARS_BUILD_MEDI float64 0 1	COMMONAREA_MEDI float64 0 1	ELEVATORS_MEDI float64 0 1	ENTRANCES_MEDI float64 0 1	FLOORSMAX_MEDI float64 0 1	FLOORSMIN_MEDI float64 0 1	LANDAREA_MEDI float64 0 1	LIVINGAPARTMENTS_MEDI float64 0 1	LIVINGAREA_MEDI float64 0 1	NONLIVINGAPARTMENTS_MEDI float64 0 1	NONLIVINGAREA_MEDI float64 0 1	FONDKAPREMONT_MODE stringclasses 4 values	HOUSETYPE_MODE stringclasses 3 values	TOTALAREA_MODE float64 0 1	WALLSMATERIAL_MODE stringclasses 7 values	EMERGENCYSTATE_MODE stringclasses 2 values	OBS_30_CNT_SOCIAL_CIRCLE float64 0 26	DEF_30_CNT_SOCIAL_CIRCLE float64 0 4	OBS_60_CNT_SOCIAL_CIRCLE float64 0 26	DEF_60_CNT_SOCIAL_CIRCLE float64 0 4	DAYS_LAST_PHONE_CHANGE float64 -3,791 0	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	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
402,158	0	Cash loans	F	N	Y	0	135,000	295,168.5	16,141.5	238,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020246	-20,782	-2,321	-9,325	-3,419	7	1	1	0	1	0	0	Laborers	2	3	3	FRIDAY	7	0	0	0	0	0	0	Business Entity Type 1	0.356323	0.443978	0.47585	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,528	1	0	0	0	1	0	6
108,240	0	Revolving loans	F	N	Y	0	90,000	270,000	13,500	270,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	Rented apartment	0.019101	-18,854	-1,656	-2,552	-2,195	7	1	1	0	1	0	0	Laborers	1	2	2	FRIDAY	9	0	0	0	0	1	1	Hotel	0.356323	0.653934	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	-223	0	0	0	0	0	0	0
313,812	0	Cash loans	F	N	N	0	112,500	90,000	9,580.5	90,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-10,540	-2,737	-10,540	-2,466	7	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	18	0	0	0	0	1	1	Business Entity Type 2	0.259721	0.568023	0.567379	0.0928	0.0906	0.9851	0.796	0.0564	0	0.2069	0.1667	0.2083	0.0947	0.0756	0.0497	0	0	0.0945	0.094	0.9851	0.804	0.0569	0	0.2069	0.1667	0.2083	0.0968	0.0826	0.0518	0	0	0.0937	0.0906	0.9851	0.7987	0.0568	0	0.2069	0.1667	0.2083	0.0963	0.077	0.0506	0	0	reg oper account	block of flats	0.0695	Panel	No	0	0	0	0	-1,203	1	0	0	0	0	0	4
262,564	0	Cash loans	F	N	Y	0	225,000	491,211	45,454.5	472,500	Spouse, partner	Working	Higher education	Married	House / apartment	0.00733	-21,534	-8,067	-8,138	-4,428	7	1	1	1	1	0	0	Core staff	2	2	2	TUESDAY	13	0	0	0	0	0	0	School	0.356323	0.701855	0.715103	0.0825	0	0.9886	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.1297	0	0	0.084	0	0.9886	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.1351	0	0	0.0833	0	0.9886	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.132	0	0	reg oper account	block of flats	0.2414	Panel	No	0	0	0	0	-231	1	0	0	0	0	0	0
352,485	0	Cash loans	F	N	Y	0	180,000	622,413	27,544.5	495,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.007305	-23,031	365,243	-9,825	-4,518	7	1	0	0	1	0	0	Laborers	1	3	3	MONDAY	7	0	0	0	0	0	0	XNA	0.356323	0.614635	0.418854	0.1222	0.4397	0.9906	0.9184	0.0045	0.2	0.1207	0.2917	0.25	0.0483	0.0303	0.0756	0	0.0266	0.0378	0.0287	0.9866	0.9216	0.0045	0.2014	0.069	0.2083	0.25	0.0068	0.0331	0.0187	0	0	0.1233	0.4397	0.9906	0.9195	0.0045	0.2	0.1207	0.2917	0.25	0.0491	0.0308	0.0769	0	0.0271	reg oper account	block of flats	0.1762	Stone, brick	No	1	0	1	0	-709	1	0	0	1	0	0	3
456,162	0	Cash loans	F	N	N	0	112,500	700,830	22,738.5	585,000	Unaccompanied	Working	Incomplete higher	Single / not married	House / apartment	0.019689	-8,676	-813	-4,163	-1,363	7	1	1	1	1	0	0	Core staff	1	2	2	FRIDAY	17	0	0	0	1	1	0	Trade: type 2	0.356323	0.699373	0.171468	0.0619	0.0302	0.9762	0.6736	0.0055	0	0.1034	0.1667	0.0417	0	0.0504	0.0507	0	0	0.063	0.0313	0.9762	0.6864	0.0055	0	0.1034	0.1667	0.0417	0	0.0551	0.0528	0	0	0.0625	0.0302	0.9762	0.678	0.0055	0	0.1034	0.1667	0.0417	0	0.0513	0.0516	0	0	reg oper account	block of flats	0.0399	Block	No	0	0	0	0	-589	1	0	0	0	0	0	1
168,289	0	Cash loans	F	N	Y	1	517,500	675,000	32,472	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-12,733	-320	-794	-206	7	1	1	0	1	0	0	Managers	3	1	1	THURSDAY	19	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.428127	0.47585	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-29	1	0	0	0	0	0	0
370,990	0	Cash loans	F	N	Y	0	135,000	265,851	17,118	229,500	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.009175	-18,888	-458	-6,549	-2,426	7	1	1	0	1	1	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	0	Transport: type 4	0.737377	0.717934	0.3808	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	-1,771	1	0	0	0	0	0	4
215,926	1	Cash loans	M	Y	N	0	157,500	225,000	15,349.5	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-9,962	-612	-4,587	-2,472	9	1	1	0	1	1	0	Drivers	2	2	2	THURSDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.060882	0.438281	0.2254	0.1589	0.9866	0.8164	0.0382	0.2132	0.1838	0.3471	0.3888	0.1902	0.1838	0.2144	0	0	0.084	0.0582	0.9866	0.8236	0.0143	0.0806	0.069	0.3333	0.375	0.146	0.0735	0.0885	0	0	0.2248	0.1665	0.9866	0.8189	0.0347	0.24	0.2069	0.3333	0.375	0.1692	0.1847	0.2309	0	0	reg oper account	block of flats	0.1972	Panel	No	0	0	0	0	-399	1	0	0	0	0	0	1
439,899	0	Revolving loans	M	N	Y	0	229,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007274	-21,452	-768	-777	-781	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	1	1	Other	0.356323	0.560388	0.7463	0.0825	0	0.9811	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0155	0	0	0.084	0	0.9811	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0161	0	0	0.0833	0	0.9811	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0158	0	0	reg oper account	block of flats	0.0135	Panel	No	0	0	0	0	-608	0	0	0	0	0	0	0
188,141	0	Cash loans	F	N	Y	1	175,500	312,768	16,096.5	270,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.011703	-14,318	-7,468	-2,785	-5,699	7	1	1	0	1	0	0	Medicine staff	3	2	2	WEDNESDAY	16	0	0	0	0	0	0	Medicine	0.457705	0.740267	0.782608	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	0	3	0	0	1	0	0	0	0	0	1
180,737	1	Cash loans	M	N	Y	1	216,000	814,041	23,931	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.014464	-20,154	-711	-6,414	-3,681	7	1	1	0	1	0	0	Drivers	3	2	2	WEDNESDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.698858	0.431192	0.2062	0.1255	0.9896	0.8572	0.1062	0.2	0.1724	0.375	0.4167	0.1375	0.1681	0.2304	0	0	0.2101	0.1302	0.9896	0.8628	0.1072	0.2014	0.1724	0.375	0.4167	0.1406	0.1837	0.2401	0	0	0.2082	0.1255	0.9896	0.8591	0.1069	0.2	0.1724	0.375	0.4167	0.1399	0.171	0.2346	0	0	reg oper account	block of flats	0.2393	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0
212,742	0	Cash loans	M	N	Y	0	180,000	1,540,588.5	40,770	1,377,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-13,329	-1,986	-7,307	-4,127	7	1	1	0	1	1	0	Laborers	2	2	2	MONDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.356323	0.657257	0.549597	0.0742	0.0727	0.9861	0.8096	0	0.08	0.069	0.3333	0.375	0	0.0605	0.0762	0	0	0.0756	0.0755	0.9861	0.8171	0	0.0806	0.069	0.3333	0.375	0	0.0661	0.0794	0	0	0.0749	0.0727	0.9861	0.8121	0	0.08	0.069	0.3333	0.375	0	0.0616	0.0776	0	0	reg oper account	block of flats	0.06	Panel	No	3	0	3	0	-1,821	0	0	1	0	2	1	2
207,247	0	Cash loans	F	Y	N	0	157,500	135,000	15,268.5	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.003813	-14,420	-2,593	-6,419	-4,971	7	1	1	0	1	0	0	Private service staff	2	2	2	MONDAY	14	0	0	0	0	0	0	Self-employed	0.363914	0.175189	0.431192	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	-1,550	1	0	0	0	1	3	5
361,037	0	Cash loans	F	Y	N	1	270,000	553,581	40,414.5	472,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.072508	-10,924	-644	-1,833	-1,885	7	1	1	0	1	1	1	Core staff	3	1	1	MONDAY	19	0	0	0	0	0	0	Trade: type 7	0.694019	0.737804	0.253963	0.2155	0.0846	0.9891	0.8504	0.444	0.2932	0.1262	0.5138	0.5417	0.0286	0.1681	0.1989	0.0347	0.0696	0.0861	0.02	0.9767	0.6929	0.1576	0.0806	0.0345	0.5417	0.5	0.0159	0.0735	0.0723	0.0078	0.0448	0.1655	0.0841	0.995	0.9329	0.4468	0.24	0.1034	0.5417	0.5417	0.0291	0.1334	0.1777	0.0116	0.0743	reg oper account	block of flats	0.2979	Block	No	0	0	0	0	-1,661	1	0	0	0	1	0	1
422,735	0	Cash loans	F	Y	N	0	144,000	900,000	39,645	900,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.00702	-21,161	365,243	-1,272	-4,702	2	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	16	0	0	0	0	0	0	XNA	0.356323	0.362673	0.631355	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1	0	1	0	0	2	0	3
114,066	1	Cash loans	F	N	N	0	67,500	339,241.5	12,919.5	238,500	Family	Working	Secondary / secondary special	Single / not married	House / apartment	0.030755	-18,111	-11,085	-10,488	-364	7	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	11	0	0	0	0	0	0	Agriculture	0.356323	0.676686	0.320163	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
286,766	0	Cash loans	F	N	Y	1	292,500	463,500	23,665.5	463,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.026392	-15,898	-2,071	-5,331	-4,382	7	1	1	1	1	1	0	Laborers	2	2	2	TUESDAY	16	0	0	0	0	0	0	Industry: type 2	0.356323	0.690136	0.465069	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	-2,778	1	0	0	1	0	1	7
122,480	0	Cash loans	F	N	Y	0	54,000	108,801	7,699.5	99,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.020713	-20,131	365,243	-8,245	-3,479	7	1	0	0	1	1	0	Laborers	1	3	3	THURSDAY	12	0	0	0	0	0	0	XNA	0.554685	0.507125	0.799297	0.0928	0.0861	0.9866	0.8164	0.0121	0	0.2069	0.1667	0.2083	0.0744	0.0756	0.0881	0	0	0.0945	0.0893	0.9866	0.8236	0.0122	0	0.2069	0.1667	0.2083	0.0761	0.0826	0.0918	0	0	0.0937	0.0861	0.9866	0.8189	0.0122	0	0.2069	0.1667	0.2083	0.0757	0.077	0.0897	0	0	reg oper account	block of flats	0.0759	Panel	No	3	0	3	0	-2,427	0	1	0	0	0	0	0
192,384	0	Revolving loans	F	N	Y	0	112,500	180,000	9,000	180,000	Unaccompanied	Commercial associate	Incomplete higher	Civil marriage	House / apartment	0.010643	-7,896	-808	-4,429	-441	7	1	1	0	1	0	0	Waiters/barmen staff	2	2	2	TUESDAY	13	1	1	0	1	1	0	Business Entity Type 3	0.15524	0.57087	0.304672	0.0165	0	0.9742	0.8232	0	0	0.069	0.0417	0.2083	0.03	0.0504	0.0098	0	0	0.0168	0	0.9742	0.8301	0	0	0.069	0.0417	0.2083	0.0306	0.0551	0.0102	0	0	0.0167	0	0.9742	0.8256	0	0	0.069	0.0417	0.2083	0.0305	0.0513	0.01	0	0	reg oper account	block of flats	0.0129	Stone, brick	No	0	0	0	0	-210	0	0	0	0	0	0	0
144,433	0	Cash loans	F	N	N	1	90,000	544,491	20,002.5	454,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.01452	-19,413	-2,714	-3,998	-2,755	7	1	1	0	1	1	0	Laborers	2	2	2	MONDAY	8	0	0	0	1	1	1	Self-employed	0.356323	0.322141	0.749022	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	1	5	0	-2,484	1	0	0	0	0	0	4
392,204	0	Cash loans	F	N	Y	0	360,000	1,113,399	49,797	945,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011657	-19,656	-4,941	-10,276	-2,901	7	1	1	0	1	1	0	Accountants	2	1	1	FRIDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.534476	0.269286	0.0247	0.0561	0.9856	0.8028	0.0226	0	0.1034	0.0833	0.125	0	0.0202	0.0173	0	0.0411	0.0252	0.0582	0.9856	0.8105	0.0228	0	0.1034	0.0833	0.125	0	0.022	0.018	0	0.0435	0.025	0.0561	0.9856	0.8054	0.0228	0	0.1034	0.0833	0.125	0	0.0205	0.0176	0	0.0419	not specified	block of flats	0.0225	Panel	No	3	0	3	0	-2,631	1	0	0	0	0	0	0
455,473	1	Cash loans	F	N	Y	0	180,000	414,000	25,155	414,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.0105	-11,164	-1,179	-799	-3,801	7	1	1	1	1	0	0	Core staff	2	3	3	TUESDAY	11	0	0	0	0	0	0	Government	0.38254	0.490955	0.096319	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	-536	1	0	0	0	0	0	1
420,138	0	Cash loans	M	N	Y	0	67,500	728,712	23,638.5	522,000	Spouse, partner	Working	Incomplete higher	Married	Rented apartment	0.0105	-19,982	-3,904	-10,007	-2,878	7	1	1	0	1	0	0	Private service staff	2	3	3	TUESDAY	16	0	0	0	0	0	0	Other	0.356323	0.320006	0.657784	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	-2,855	1	0	0	0	0	1	1
251,769	0	Cash loans	F	Y	Y	0	54,000	153,504	15,313.5	144,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.031329	-20,656	365,243	-5,633	-2,674	16	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	XNA	0.356323	0.159679	0.64633	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	-365	1	0	0	0	0	0	0
242,367	0	Cash loans	F	N	Y	0	130,500	375,322.5	16,659	324,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.01885	-22,145	365,243	-3,737	-3,973	7	1	0	0	1	1	1	Laborers	1	2	2	MONDAY	9	0	0	0	0	0	0	XNA	0.356323	0.515659	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	0	0	0	0	-1,125	1	0	0	0	0	0	2
235,334	0	Cash loans	F	N	N	1	94,500	808,650	26,086.5	675,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.008575	-12,123	-1,679	-4,815	-3,240	7	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	15	0	0	0	0	1	1	Kindergarten	0.440766	0.597307	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	-1,309	1	0	0	0	0	0	0
334,915	0	Revolving loans	F	Y	Y	0	180,000	180,000	9,000	180,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.04622	-22,498	-15,943	-4,409	-4,365	6	1	1	1	1	1	0	Managers	1	1	1	MONDAY	16	0	0	0	0	0	0	Industry: type 11	0.356323	0.663837	0.744932	0.0722	0	0.9801	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.0735	0	0.9801	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0729	0	0.9801	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0532	Stone, brick	No	0	0	0	0	-588	0	0	0	0	0	0	0
310,465	1	Cash loans	F	N	Y	0	450,000	239,850	28,462.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.0105	-12,958	-911	-632	-616	7	1	1	0	1	0	1	Core staff	1	3	3	FRIDAY	15	0	0	0	0	0	0	Realtor	0.356323	0.568307	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	1	-1,527	1	0	0	0	0	0	6
350,875	0	Cash loans	M	Y	N	0	112,500	521,280	31,630.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.02461	-16,801	-1,880	-7,134	-338	9	1	1	1	1	0	0	Security staff	2	2	2	THURSDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.632846	0.317032	0.2887	0.1873	0.9901	0.864	0.116	0.28	0.2414	0.375	0.4167	0.1309	0.0504	0.3062	0	0	0.2941	0.1943	0.9901	0.8693	0.1171	0.282	0.2414	0.375	0.4167	0.1339	0.0551	0.319	0	0	0.2915	0.1873	0.9901	0.8658	0.1167	0.28	0.2414	0.375	0.4167	0.1332	0.0513	0.3117	0	0	reg oper account	block of flats	0.3043	Panel	No	6	0	6	0	-1,426	1	0	0	0	0	0	3
109,173	0	Cash loans	F	N	N	1	148,500	755,190	30,078	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009334	-18,308	-4,144	-1,665	-1,844	7	1	1	1	1	0	0	Sales staff	3	2	2	THURSDAY	19	0	0	0	0	0	0	Self-employed	0.356323	0.670673	0.511892	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	-503	1	0	0	0	0	0	0
400,713	0	Cash loans	F	N	N	3	157,500	270,000	18,265.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-11,947	-898	-2,821	-3,541	7	1	1	0	1	0	0	Managers	5	2	2	MONDAY	16	0	0	0	0	1	1	Postal	0.356323	0.218353	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-392	1	0	0	0	0	0	2
341,174	0	Cash loans	F	N	Y	2	90,000	808,650	26,217	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006207	-14,884	-2,966	-2,305	-4,450	7	1	1	1	1	0	0	Laborers	4	2	2	WEDNESDAY	10	0	0	0	0	0	0	Kindergarten	0.517339	0.460314	0.504681	0.0041	0	0.9687	0.5716	0.0009	0	0	0	0.0417	0.0028	0.0034	0.0029	0	0	0.0042	0	0.9687	0.5884	0.0009	0	0	0	0.0417	0.0028	0.0037	0.003	0	0	0.0042	0	0.9687	0.5773	0.0009	0	0	0	0.0417	0.0028	0.0034	0.0029	0	0	not specified	terraced house	0.0028	Wooden	Yes	2	1	2	1	-1,089	1	0	0	1	0	0	0
140,373	0	Cash loans	F	N	Y	1	180,000	509,922	30,492	472,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.010276	-11,739	-2,731	-2,885	-62	7	1	1	0	1	0	0	Sales staff	3	2	2	WEDNESDAY	15	0	0	0	0	1	1	Business Entity Type 3	0.62498	0.656281	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	0	1	0	0	0	0	0	0
303,400	0	Cash loans	M	N	Y	0	121,500	675,000	32,602.5	675,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.00733	-10,197	-1,130	-8,944	-2,818	7	1	1	0	1	1	0	Laborers	1	2	2	TUESDAY	13	0	0	0	0	0	0	Security Ministries	0.356323	0.487223	0.565608	0.1485	0.0355	0.9876	0.83	0.0335	0.08	0.069	0.3333	0.0417	0.1002	0.0504	0.1565	0	0.0037	0.1513	0.0368	0.9876	0.8367	0.0338	0.0806	0.069	0.3333	0.0417	0.1025	0.0551	0.163	0	0.0039	0.1499	0.0355	0.9876	0.8323	0.0338	0.08	0.069	0.3333	0.0417	0.102	0.0513	0.1593	0	0.0038	reg oper account	block of flats	0.1661	Stone, brick	No	0	0	0	0	-984	0	0	1	0	1	0	2
303,427	0	Revolving loans	F	N	Y	0	135,000	135,000	6,750	135,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.04622	-7,794	-617	-3,451	-481	7	1	1	1	1	0	0	Sales staff	1	1	1	TUESDAY	11	0	0	0	0	0	0	Trade: type 2	0.292477	0.444048	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	-572	0	0	0	0	0	0	0
435,569	0	Cash loans	F	N	Y	0	112,500	593,010	19,260	495,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.018801	-20,632	365,243	-3,195	-4,196	7	1	0	0	1	0	0	Laborers	1	2	2	MONDAY	14	0	0	0	0	0	0	XNA	0.356323	0.542459	0.320163	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	-450	1	0	0	0	0	1	0
395,242	0	Cash loans	F	N	Y	0	112,500	398,160	11,079	315,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.010643	-21,100	365,243	-6,181	-4,541	7	1	0	0	1	0	0	Laborers	1	2	2	MONDAY	9	0	0	0	0	0	0	XNA	0.356323	0.547795	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	-338	1	0	0	0	0	1	0
267,666	0	Cash loans	F	N	Y	2	180,000	727,785	23,607	607,500	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.019101	-13,687	-464	-1,238	-4,211	7	1	1	0	1	0	0	Core staff	4	2	2	TUESDAY	10	0	0	0	1	1	0	Kindergarten	0.30775	0.356479	0.544235	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	0	1	0	0	0	0	0	4
455,623	0	Cash loans	F	N	N	1	202,500	332,842.5	16,317	234,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.006207	-15,042	-652	-2,474	-4,013	7	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	13	0	0	0	0	1	1	Self-employed	0.384427	0.560555	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	0	0	0	0	-1,385	1	0	0	0	0	0	4
422,709	0	Cash loans	F	Y	Y	0	202,500	227,520	12,834	180,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.004849	-21,916	365,243	-11,727	-4,047	4	1	0	0	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	0	XNA	0.356323	0.030111	0.678568	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	2
118,977	0	Cash loans	F	N	Y	0	450,000	825,588	44,113.5	765,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.01885	-14,754	-5,418	-258	-438	7	1	1	0	1	0	1	Managers	2	2	2	TUESDAY	7	0	0	0	0	0	0	School	0.613706	0.564521	0.427657	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	7	0	7	0	-1,712	1	0	0	0	0	0	3
272,590	0	Cash loans	F	N	N	0	135,000	568,800	15,772.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006629	-18,216	-1,413	-4,013	-1,739	7	1	1	0	1	0	0	Sales staff	2	2	2	WEDNESDAY	6	0	0	0	0	0	0	Trade: type 7	0.356323	0.552557	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	1	0	1	0	-1	1	0	0	0	0	0	0
219,155	0	Cash loans	M	Y	N	1	202,500	582,768	35,653.5	540,000	Family	Commercial associate	Higher education	Married	House / apartment	0.035792	-17,972	-5,811	-7,604	-1,521	7	1	1	1	1	0	0	Managers	3	2	2	FRIDAY	19	0	0	0	0	0	0	Industry: type 4	0.356323	0.731714	0.588488	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	-1,591	0	0	1	0	0	1	2
109,990	0	Cash loans	F	N	Y	0	270,000	221,031	17,487	184,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.018209	-12,003	-1,038	-5,737	-2,482	7	1	1	0	1	0	0	Medicine staff	2	3	3	MONDAY	8	0	0	0	0	0	0	Medicine	0.363241	0.573611	0.519097	0.0825	0.0179	0.9866	0.8232	0	0	0.2069	0.1667	0.2083	0.1168	0.0504	0.0743	0	0.1496	0.084	0.0186	0.9866	0.8301	0	0	0.2069	0.1667	0.2083	0.1195	0.0551	0.0774	0	0.1584	0.0833	0.0179	0.9866	0.8256	0	0	0.2069	0.1667	0.2083	0.1189	0.0513	0.0756	0	0.1527	reg oper account	block of flats	0.0987	Panel	No	0	0	0	0	-1,788	1	0	0	0	0	0	2
333,291	0	Revolving loans	F	N	Y	0	44,100	135,000	6,750	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-23,005	365,243	-819	-4,504	7	1	0	0	1	1	0	Laborers	2	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	0.356323	0.254436	0.504681	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	-1,159	0	0	0	0	0	0	1
106,356	0	Cash loans	F	N	N	1	112,500	132,444	14,391	117,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.018029	-10,123	-313	-4,609	-575	7	1	1	0	1	0	0	Sales staff	3	3	3	FRIDAY	10	0	0	0	1	1	0	Business Entity Type 3	0.241438	0.585163	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	-83	1	0	0	0	0	0	0
299,503	0	Cash loans	M	N	Y	0	128,250	973,503	49,837.5	855,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-14,505	-571	-1,037	-4,754	7	1	1	1	1	1	1	Sales staff	2	2	2	THURSDAY	11	0	0	0	0	1	1	Business Entity Type 3	0.439775	0.470613	0.800451	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	1	0	0	0	0	0	2
245,589	0	Cash loans	M	Y	N	0	270,000	751,842	36,301.5	607,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.035792	-18,353	-1,161	-6,447	-1,499	29	1	1	0	1	0	0	Drivers	2	2	2	WEDNESDAY	13	0	0	0	0	0	0	Transport: type 3	0.364631	0.556511	0.244516	0.0825	0	0.9742	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0641	0	0	0.084	0	0.9742	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0668	0	0	0.0833	0	0.9742	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0653	0	0	reg oper account	block of flats	0.0504	Panel	No	0	0	0	0	-607	0	0	1	0	0	0	4
121,657	0	Revolving loans	F	N	Y	0	157,500	157,500	7,875	157,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.002042	-16,896	-3,574	-2,155	-427	7	1	1	0	1	0	0	Laborers	2	3	3	TUESDAY	10	0	0	0	0	0	0	Construction	0.356323	0.614453	0.780144	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	0	3	0	-1,500	0	0	0	0	1	0	1
124,120	1	Cash loans	F	N	Y	1	180,000	135,000	16,150.5	135,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	With parents	0.018209	-11,471	-1,010	-1,061	-2,443	7	1	1	0	1	0	1	HR staff	3	3	3	TUESDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.392181	0.292112	0.7463	0.1794	0.0793	0.9821	0.8232	0	0.08	0.0345	0.3333	0.2083	0.089	0.0504	0.064	0	0	0.1828	0.0823	0.9821	0.8301	0	0.0806	0.0345	0.3333	0.2083	0.091	0.0551	0.0667	0	0	0.1811	0.0793	0.9821	0.8256	0	0.08	0.0345	0.3333	0.2083	0.0905	0.0513	0.0651	0	0	reg oper account	block of flats	0.0665	Stone, brick	No	2	0	2	0	-931	1	0	0	0	0	0	8
382,074	1	Cash loans	F	N	N	0	90,000	225,000	24,232.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011703	-11,563	-1,109	-5,493	-3,295	7	1	1	0	1	1	0	Laborers	2	2	2	SATURDAY	12	0	0	0	0	0	0	Trade: type 7	0.486462	0.618528	0.597192	0.134	0.116	0.9866	0.8164	0	0	0.2759	0.1667	0.2083	0.1444	0.0504	0.1269	0	0	0.1366	0.1204	0.9866	0.8236	0	0	0.2759	0.1667	0.2083	0.1477	0.0551	0.1322	0	0	0.1353	0.116	0.9866	0.8189	0	0	0.2759	0.1667	0.2083	0.1469	0.0513	0.1291	0	0	reg oper account	block of flats	0.1081	Stone, brick	No	0	0	0	0	-125	1	0	0	0	0	0	1
394,612	0	Cash loans	F	Y	N	1	180,000	279,000	20,430	279,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.002506	-12,603	-1,431	-2,588	-287	17	1	1	1	1	1	0	High skill tech staff	2	2	2	TUESDAY	5	0	0	0	0	0	0	Military	0.469696	0.700975	0.45611	0.0557	0	0.9732	0.6328	0	0	0.1034	0.125	0.0417	0	0.0454	0.0454	0	0	0.0567	0	0.9732	0.6472	0	0	0.1034	0.125	0.0417	0	0.0496	0.0473	0	0	0.0562	0	0.9732	0.6377	0	0	0.1034	0.125	0.0417	0	0.0462	0.0462	0	0	reg oper account	block of flats	0.0357	Panel	No	0	0	0	0	-779	1	0	0	0	1	0	2
139,728	0	Cash loans	M	Y	Y	0	360,000	298,512	28,039.5	270,000	Family	State servant	Higher education	Single / not married	House / apartment	0.014464	-10,896	-180	-5,003	-3,080	13	1	1	0	1	0	0	Managers	1	2	2	TUESDAY	5	0	0	0	0	1	1	Trade: type 7	0.356323	0.641586	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	0	0	0	0	-479	0	0	0	0	0	0	0
377,360	0	Cash loans	F	Y	Y	0	157,500	808,650	23,773.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018634	-20,746	365,243	-12,355	-3,637	10	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	0.356323	0.788865	0.542445	0.1113	0.0791	0.9831	0.7688	0.0453	0.12	0.1034	0.3333	0.375	0.0583	0.0908	0.115	0	0	0.1134	0.0821	0.9831	0.7779	0.0457	0.1208	0.1034	0.3333	0.375	0.0597	0.0992	0.1199	0	0	0.1124	0.0791	0.9831	0.7719	0.0456	0.12	0.1034	0.3333	0.375	0.0593	0.0923	0.1171	0	0	reg oper account	block of flats	0.1153	Panel	No	1	0	1	0	-909	1	0	0	0	1	0	3
111,658	0	Revolving loans	M	Y	Y	1	135,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-12,590	-586	-2,350	-4,355	0	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	14	0	0	0	0	0	0	Self-employed	0.356323	0.637988	0.579727	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	-1,378	0	0	0	0	0	1	0
436,003	0	Cash loans	F	N	Y	0	144,000	808,650	26,217	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.011703	-17,291	-2,952	-11,189	-816	7	1	1	0	1	0	0	Laborers	1	2	2	SUNDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.660554	0.758393	0.1237	0	0.9762	0.6736	0.0129	0	0.2069	0.1667	0.2083	0.0681	0.1009	0.1154	0	0	0.1261	0	0.9762	0.6864	0.013	0	0.2069	0.1667	0.2083	0.0696	0.1102	0.1202	0	0	0.1249	0	0.9762	0.678	0.0129	0	0.2069	0.1667	0.2083	0.0693	0.1026	0.1174	0	0	not specified	block of flats	0.0907	Panel	No	0	0	0	0	-1,729	1	0	0	0	0	0	0
342,928	0	Cash loans	F	N	Y	0	135,000	805,536	32,076	720,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.003069	-16,094	-1,812	-7,918	-4,053	7	1	1	0	1	0	0	Laborers	2	3	3	WEDNESDAY	16	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.47996	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	0	0	0	0	-1,648	1	0	0	0	0	0	0
155,964	0	Cash loans	F	N	Y	0	112,500	468,733.5	17,797.5	387,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.016612	-21,573	365,243	-1,287	-4,955	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	15	0	0	0	0	0	0	XNA	0.760703	0.386302	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	-501	1	0	0	0	0	0	0
159,192	0	Cash loans	F	N	Y	1	90,000	508,495.5	24,462	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018209	-13,246	-2,169	-3,340	-771	7	1	1	1	1	1	0	Laborers	3	3	3	SATURDAY	13	0	0	0	1	1	0	Self-employed	0.305622	0.326391	0.152866	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,137	1	0	0	0	0	0	0
349,733	0	Cash loans	M	Y	N	3	225,000	755,190	36,328.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.00712	-14,213	-5,467	-3,929	-1,557	9	1	1	1	1	0	0	Laborers	5	2	2	FRIDAY	8	0	0	0	0	0	0	Self-employed	0.356323	0.526802	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	-879	1	0	0	0	0	1	0
228,941	0	Revolving loans	F	N	Y	0	135,000	382,500	19,125	382,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018801	-19,628	-9,683	-11,727	-3,151	7	1	1	0	1	0	0	Core staff	2	2	2	WEDNESDAY	17	0	0	0	0	0	0	School	0.356323	0.581438	0.112474	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	-293	0	0	0	0	0	0	0
252,766	0	Cash loans	F	N	Y	0	112,500	808,650	26,217	675,000	Family	Working	Higher education	Married	House / apartment	0.010147	-11,552	-236	-1,137	-2,077	7	1	1	0	1	0	0	Cleaning staff	2	2	2	MONDAY	10	0	0	0	0	1	1	Business Entity Type 3	0.526073	0.468451	0.225087	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	-1,749	1	0	0	0	0	0	1
418,928	1	Cash loans	M	N	Y	2	126,000	521,280	35,392.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009334	-13,482	-504	-1,479	-1,276	7	1	1	1	1	1	0	Security staff	4	2	2	SATURDAY	9	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.533257	0.174564	0.0021	0	0.9742	0.6464	0	0	0	0	0.0417	0	0.0017	0.0014	0	0	0.0021	0	0.9742	0.6602	0	0	0	0	0.0417	0	0.0018	0.0015	0	0	0.0021	0	0.9742	0.6511	0	0	0	0	0.0417	0	0.0017	0.0014	0	0	reg oper account	block of flats	0.0015	Wooden	No	4	0	4	0	-799	1	0	0	0	1	0	0
235,230	0	Cash loans	M	Y	Y	0	243,000	694,773	29,565	621,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-14,292	-1,650	-8,275	-4,289	16	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	17	0	0	0	0	0	0	Self-employed	0.356323	0.612499	0.678568	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	0	1	0	0	0	0	0	4
316,344	0	Cash loans	F	N	N	0	43,650	247,500	16,132.5	247,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.01452	-24,536	365,243	-5,678	-4,768	7	1	0	0	1	1	0	Laborers	1	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	0.356323	0.319711	0.595456	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-8	0	1	0	0	0	0	0
293,783	0	Cash loans	M	Y	N	0	157,500	585,000	21,492	585,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.00733	-10,487	-1,319	-5,292	-3,148	21	1	1	1	1	1	0	Cleaning staff	2	2	2	FRIDAY	12	0	0	0	0	0	0	Self-employed	0.356323	0.577227	0.362277	0.1485	0.1178	0.9821	0.8232	0	0.16	0.1379	0.3333	0.2083	0	0.0504	0.164	0	0	0.1513	0.1223	0.9821	0.8301	0	0.1611	0.1379	0.3333	0.2083	0	0.0551	0.1709	0	0	0.1499	0.1178	0.9821	0.8256	0	0.16	0.1379	0.3333	0.2083	0	0.0513	0.167	0	0	reg oper account	block of flats	0.173	Stone, brick	No	0	0	0	0	-1,214	0	0	1	0	0	0	0
352,306	0	Cash loans	F	N	N	0	202,500	436,032	29,268	360,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.072508	-20,389	-3,610	-855	-343	7	1	1	0	1	0	0	Laborers	2	1	1	THURSDAY	10	0	0	0	0	0	0	Business Entity Type 3	0.836269	0.536608	0.21035	0.2062	0.0835	0.9851	0.796	0.1107	0.24	0.1034	0.6667	0	0	0.1656	0.2136	0.0116	0.0267	0.2101	0.0866	0.9851	0.804	0.1117	0.2417	0.1034	0.6667	0	0	0.1809	0.2225	0.0117	0.0282	0.2082	0.0835	0.9851	0.7987	0.1114	0.24	0.1034	0.6667	0	0	0.1685	0.2174	0.0116	0.0272	reg oper account	block of flats	0.1738	Panel	No	1	1	1	1	-311	1	0	0	0	0	0	1
321,532	0	Cash loans	F	N	N	0	76,500	284,400	15,880.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-19,205	-213	-9,072	-2,721	7	1	1	1	1	1	0	Laborers	2	2	2	MONDAY	14	0	0	0	0	0	0	Medicine	0.356323	0.162145	0.286652	0.0876	0.0917	0.9791	0.7144	0.0428	0	0.2069	0.1667	0.2083	0.0681	0.0714	0.0885	0	0	0.0893	0.0952	0.9791	0.7256	0.0432	0	0.2069	0.1667	0.2083	0.0697	0.0781	0.0922	0	0	0.0885	0.0917	0.9791	0.7182	0.0431	0	0.2069	0.1667	0.2083	0.0693	0.0727	0.0901	0	0	reg oper account	block of flats	0.0696	Panel	No	3	1	3	0	-1,737	1	0	0	0	1	0	0
192,738	0	Cash loans	M	Y	Y	0	234,000	1,428,408	79,888.5	1,350,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.008068	-14,620	-1,936	-15	-15	14	1	1	0	1	0	0	Laborers	2	3	3	SATURDAY	6	0	0	0	0	0	0	Business Entity Type 3	0.204509	0.344108	0.7463	0.0619	0	0.9995	0.8232	0	0	0.1034	0.1667	0.2083	0	0.0504	0.0609	0	0	0.063	0	0.9995	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.0635	0	0	0.0625	0	0.9995	0.8256	0	0	0.1034	0.1667	0.2083	0	0.0513	0.062	0	0	reg oper account	block of flats	0.0718	Stone, brick	No	6	0	6	0	-447	1	0	0	0	0	0	2
419,261	0	Cash loans	M	N	N	0	180,000	135,000	10,665	135,000	Unaccompanied	State servant	Secondary / secondary special	Single / not married	House / apartment	0.00702	-9,465	-1,880	-9,435	-2,103	7	1	1	1	1	0	0	High skill tech staff	1	2	2	WEDNESDAY	9	0	0	0	1	1	0	Security Ministries	0.140955	0.340509	0.245851	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	-1,791	1	0	0	1	0	0	1
255,420	0	Cash loans	F	N	Y	1	270,000	1,170,000	38,799	1,170,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.026392	-15,266	-874	-9,231	-4,752	7	1	1	0	1	1	0	Managers	3	2	2	MONDAY	16	0	0	0	0	0	0	Self-employed	0.57959	0.674664	0.67383	0.033	0	0.9667	0.8232	0	0	0.1379	0.125	0.2083	0	0.0504	0.045	0	0	0.0336	0	0.9667	0.8301	0	0	0.1379	0.125	0.2083	0	0.0551	0.0469	0	0	0.0333	0	0.9667	0.8256	0	0	0.1379	0.125	0.2083	0	0.0513	0.0458	0	0	reg oper account	block of flats	0.0389	Stone, brick	No	13	0	13	0	-1,522	1	0	0	0	0	0	6
324,533	0	Cash loans	M	Y	Y	0	265,500	85,320	6,871.5	67,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-19,368	-2,783	-2,866	-2,915	18	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	16	0	0	0	0	0	0	Industry: type 11	0.356323	0.194266	0.410103	0.0619	0.0519	0.9771	0.6872	0.0465	0	0.1379	0.1667	0.0417	0.0567	0.0504	0.049	0	0	0.063	0.0539	0.9772	0.6994	0.0469	0	0.1379	0.1667	0.0417	0.058	0.0551	0.0511	0	0	0.0625	0.0519	0.9771	0.6914	0.0468	0	0.1379	0.1667	0.0417	0.0577	0.0513	0.0499	0	0	reg oper account	block of flats	0.064	Panel	No	0	0	0	0	-641	0	0	1	0	0	2	5
343,020	0	Cash loans	M	Y	Y	0	135,000	1,193,580	42,417	855,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00823	-17,624	-1,014	-10,024	-1,141	6	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	16	0	0	0	0	0	0	Self-employed	0.356323	0.760301	0.735221	0.034	0	0.9613	0.8232	0	0	0.069	0.125	0.2083	0	0.0504	0.0237	0	0	0.0347	0	0.9613	0.8301	0	0	0.069	0.125	0.2083	0	0.0551	0.0247	0	0	0.0344	0	0.9613	0.8256	0	0	0.069	0.125	0.2083	0	0.0513	0.0242	0	0	reg oper account	block of flats	0.0194	Stone, brick	No	5	0	4	0	-1,584	0	0	1	0	0	0	7
408,942	0	Cash loans	F	Y	Y	0	148,500	675,000	34,596	675,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.015221	-21,729	365,243	-5,536	-4,016	2	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	7	0	0	0	0	0	0	XNA	0.356323	0.664442	0.528093	0.166	0.0766	0.9896	0.8572	0	0.08	0.069	0.3333	0.375	0	0.1336	0.1035	0.0077	0.009	0.1691	0.0795	0.9896	0.8628	0	0.0806	0.069	0.3333	0.375	0	0.146	0.1078	0.0078	0.0095	0.1676	0.0766	0.9896	0.8591	0	0.08	0.069	0.3333	0.375	0	0.136	0.1053	0.0078	0.0092	reg oper account	block of flats	0.0833	Panel	No	1	1	1	1	-1,913	1	0	0	0	0	0	2
423,195	0	Cash loans	M	Y	N	0	135,000	729,792	30,807	630,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	Municipal apartment	0.005002	-20,148	365,243	-4,031	-3,555	20	1	0	0	1	0	0	Laborers	2	3	3	TUESDAY	11	0	0	0	0	0	0	XNA	0.356323	0.643223	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	-2,112	1	0	0	0	0	0	1
312,805	1	Cash loans	F	N	Y	1	180,000	545,040	26,640	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0105	-9,684	-937	-271	-398	7	1	1	0	1	1	0	Sales staff	3	3	3	WEDNESDAY	12	0	0	0	0	1	1	Business Entity Type 3	0.514242	0.551351	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	0	-189	1	0	0	0	0	0	0
351,213	0	Cash loans	F	Y	Y	0	162,000	332,842.5	12,676.5	234,000	Unaccompanied	Working	Lower secondary	Widow	House / apartment	0.035792	-18,194	-905	-7,668	-1,729	5	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	9	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.254187	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0
125,681	0	Cash loans	M	Y	N	0	193,500	490,495.5	27,517.5	454,500	Spouse, partner	Working	Secondary / secondary special	Single / not married	House / apartment	0.002042	-14,396	-1,705	-4,631	-4,643	1	1	1	0	1	0	0	Drivers	1	3	3	MONDAY	15	0	0	0	1	1	0	Business Entity Type 3	0.356323	0.287356	0.260856	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	1	2
170,239	0	Cash loans	F	N	N	0	63,000	508,495.5	21,672	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.000533	-21,801	365,243	-920	-2,166	7	1	0	0	1	0	0	Laborers	2	3	3	TUESDAY	7	0	0	0	0	0	0	XNA	0.356323	0.283369	0.728141	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	-855	0	1	0	0	0	0	1
188,467	0	Cash loans	F	Y	Y	0	90,000	550,980	33,705	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-15,265	-5,431	-2,463	-1,581	7	1	1	1	1	0	0	Sales staff	2	1	1	WEDNESDAY	12	0	0	0	0	1	1	Business Entity Type 3	0.356323	0.651748	0.771362	0.2113	0.079	0.996	0.9456	0.1118	0.32	0.1379	0.5417	0.5	0.0215	0.1589	0.1835	0.0618	0.0317	0.2153	0.082	0.996	0.9477	0.1128	0.3222	0.1379	0.5417	0.5	0.022	0.1736	0.1912	0.0623	0.0336	0.2134	0.079	0.996	0.9463	0.1125	0.32	0.1379	0.5417	0.5	0.0219	0.1616	0.1868	0.0621	0.0324	reg oper account	block of flats	0.2127	Panel	No	3	2	3	1	-473	1	0	0	0	0	1	0
167,709	0	Cash loans	M	N	Y	0	450,000	1,528,200	53,248.5	1,350,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.072508	-17,123	-416	-2,758	-654	7	1	1	0	1	1	1	Laborers	2	1	1	TUESDAY	17	0	0	0	1	0	0	Business Entity Type 3	0.72474	0.739299	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	-1,734	0	0	1	0	0	1	1
367,990	0	Cash loans	F	Y	Y	0	135,000	112,068	11,214	99,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.016612	-19,078	-3,155	-8,554	-2,537	14	1	1	0	1	1	0	Laborers	1	2	2	MONDAY	19	0	0	0	0	0	0	Business Entity Type 3	0.789719	0.670745	0.593718	0.1608	0	0.9881	0.8368	0.0425	0.16	0.1379	0.375	0.2083	0.13	0.1311	0.1655	0	0	0.1639	0	0.9881	0.8432	0.0429	0.1611	0.1379	0.375	0.2083	0.1329	0.1433	0.1725	0	0	0.1624	0	0.9881	0.839	0.0428	0.16	0.1379	0.375	0.2083	0.1322	0.1334	0.1685	0	0	reg oper account	block of flats	0.1534	Panel	No	2	0	2	0	-2,523	1	0	0	0	1	0	1
419,307	0	Cash loans	M	Y	N	0	135,000	260,568	25,515	247,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.010276	-9,389	-1,050	-2,479	-2,053	64	1	1	0	1	0	1	Laborers	2	2	2	WEDNESDAY	12	0	0	0	1	1	0	Business Entity Type 3	0.673268	0.700576	0.406617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	5
427,085	0	Cash loans	M	Y	N	0	157,500	518,562	25,078.5	463,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.003122	-10,896	-863	-5,372	-2,736	35	1	1	0	1	0	0	Laborers	2	3	3	MONDAY	15	0	1	1	0	1	1	Industry: type 1	0.356323	0.285898	0.540654	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	1	0	1
136,246	0	Cash loans	M	N	N	0	315,000	225,000	23,872.5	225,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.030755	-10,765	-1,494	-4,760	-3,338	7	1	1	1	1	1	1	Laborers	1	2	2	WEDNESDAY	16	0	0	0	0	0	0	Self-employed	0.356323	0.285898	0.703203	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	-603	1	0	0	0	0	2	1
100,098	0	Revolving loans	M	Y	N	0	225,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.01885	-17,390	-924	-7,211	-907	1	1	1	0	1	0	0	Drivers	2	2	2	WEDNESDAY	9	0	0	0	0	0	0	Transport: type 3	0.356323	0.597081	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	-617	0	0	0	0	0	0	0
184,881	0	Cash loans	M	Y	Y	3	202,500	1,125,000	44,748	1,125,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	Municipal apartment	0.003818	-14,040	365,243	-3,214	-4,437	17	1	0	0	1	1	1	Laborers	5	2	2	WEDNESDAY	4	0	0	0	1	0	0	XNA	0.754686	0.634328	0.681706	0.0773	0.0952	0.9876	0.8232	0	0	0.1724	0.1667	0.2083	0	0.0504	0.0729	0	0	0.0788	0.0988	0.9876	0.8301	0	0	0.1724	0.1667	0.2083	0	0.0551	0.076	0	0	0.0781	0.0952	0.9876	0.8256	0	0	0.1724	0.1667	0.2083	0	0.0513	0.0742	0	0	reg oper account	block of flats	0.0573	Block	No	0	0	0	0	-404	1	0	0	0	0	1	0
231,521	0	Cash loans	M	N	Y	0	202,500	229,500	9,477	229,500	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.028663	-10,116	-384	-4,353	-2,789	7	1	1	0	1	1	0	Sales staff	2	2	2	FRIDAY	8	0	0	0	1	1	0	Business Entity Type 3	0.356323	0.302329	0.411849	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	-128	0	0	0	0	0	0	8
242,661	0	Cash loans	F	N	N	1	112,500	254,700	24,939	225,000	Unaccompanied	Pensioner	Higher education	Widow	House / apartment	0.035792	-24,163	365,243	-13,575	-4,237	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	11	0	0	0	0	0	0	XNA	0.356323	0.675086	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	1	0	1	0	0	0	1	0	0	1	0	0
383,807	0	Cash loans	F	N	Y	0	135,000	521,280	44,595	450,000	Other_B	Working	Secondary / secondary special	Married	House / apartment	0.00823	-15,593	-3,606	-93	-3,494	7	1	1	0	1	0	0	Sales staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Self-employed	0.454155	0.460596	0.600658	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	0	1	0	0	0	0	0	2
453,675	0	Cash loans	F	N	Y	0	90,000	961,146	28,233	688,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.005313	-15,596	-313	-772	-5,340	7	1	1	0	1	0	0	Sales staff	2	2	2	THURSDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.236591	0.616122	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-587	1	0	0	0	0	0	0
323,205	0	Cash loans	F	N	Y	0	135,000	339,948	26,437.5	315,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018634	-9,475	-787	-308	-518	7	1	1	0	1	0	0	Accountants	2	2	2	TUESDAY	15	0	0	0	0	0	0	Self-employed	0.491504	0.703495	0.607557	0.0825	0.0922	0.9757	0.6668	0	0	0.069	0.1667	0.2083	0.0415	0.0672	0.0533	0	0.0515	0.084	0.0957	0.9757	0.6798	0	0	0.069	0.1667	0.2083	0.0424	0.0735	0.0555	0	0.0545	0.0833	0.0922	0.9757	0.6713	0	0	0.069	0.1667	0.2083	0.0422	0.0684	0.0543	0	0.0525	reg oper account	block of flats	0.0786	Stone, brick	No	2	0	1	0	-1,072	1	0	0	0	0	0	0
243,280	0	Revolving loans	F	N	Y	0	180,000	270,000	13,500	270,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.011657	-14,325	-1,580	-8,472	-900	7	1	1	0	1	0	0	Core staff	2	1	1	SATURDAY	14	0	1	1	0	0	0	Security Ministries	0.391979	0.620481	0.448962	0.0732	0.0545	0.9806	0.7348	0.0337	0.08	0.069	0.3333	0.375	0.0813	0.0597	0.0811	0	0	0.0746	0.0566	0.9806	0.7452	0.034	0.0806	0.069	0.3333	0.375	0.0832	0.0652	0.0845	0	0	0.0739	0.0545	0.9806	0.7383	0.0339	0.08	0.069	0.3333	0.375	0.0827	0.0607	0.0825	0	0	reg oper account	block of flats	0.0822	Panel	No	2	0	2	0	-618	0	0	0	0	0	0	1
295,061	1	Cash loans	M	Y	N	0	99,000	254,700	16,713	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.028663	-9,910	-234	-2,560	-2,576	6	1	1	0	1	0	0	Laborers	1	2	2	SATURDAY	11	1	1	0	1	1	0	Business Entity Type 3	0.356323	0.550155	0.556727	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	-1,338	1	0	0	0	0	0	0
233,712	0	Cash loans	F	N	Y	0	405,000	781,920	47,965.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.032561	-17,465	-7,627	-1,157	-994	7	1	1	0	1	0	0	Laborers	2	1	1	SATURDAY	14	0	0	0	0	0	0	Government	0.356323	0.59127	0.39622	0.1751	0.0107	0.9806	0.7756	0.0267	0.1332	0.2345	0.2417	0.3125	0.1151	0.1328	0.1459	0.0077	0.0056	0.1681	0.01	0.9772	0.6994	0.0204	0	0.2759	0.1667	0.2083	0.0434	0.1451	0.1073	0.0078	0.007	0.1665	0.0107	0.9771	0.7786	0.0269	0.12	0.2759	0.1667	0.3125	0.1233	0.1351	0.14	0.0078	0.0068	reg oper account	block of flats	0.1029	Panel	No	0	0	0	0	-513	1	0	0	0	4	0	2
232,230	0	Cash loans	F	Y	N	0	135,000	639,000	22,950	639,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.035792	-11,215	-1,877	-2,211	-2,961	4	1	1	0	1	0	0	Sales staff	1	2	2	TUESDAY	18	0	0	0	0	0	0	Business Entity Type 3	0.356323	0.656567	0.315472	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	-356	1	0	0	0	1	0	2
413,346	0	Revolving loans	M	N	N	0	225,000	180,000	9,000	180,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Municipal apartment	0.003818	-17,008	-1,679	-9,599	-535	7	1	1	0	1	0	0	Managers	2	2	2	FRIDAY	7	0	0	0	0	0	0	Medicine	0.356323	0.602095	0.695622	0.0426	0.0509	0.9871	0.8232	0	0.0132	0.069	0.2638	0.2083	0	0.0504	0.0561	0	0.0045	0.0305	0.0528	0.9772	0.8301	0	0	0.0345	0.1667	0.2083	0	0.0551	0.0441	0	0	0.0375	0.0509	0.9891	0.8256	0	0	0.0345	0.25	0.2083	0	0.0513	0.0532	0	0.0044	reg oper account	block of flats	0.0409	Block	No	3	0	3	0	-1,384	0	0	0	0	0	1	3
430,850	0	Cash loans	F	Y	Y	0	315,000	824,823	26,739	688,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.010147	-18,019	-7,867	-4,241	-1,524	2	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	17	0	0	0	0	0	0	Postal	0.514564	0.767323	0.231439	0.1268	0.0933	0.9811	0.8232	0	0	0.069	0.1667	0.2083	0	0.0504	0.076	0	0	0.1292	0.0968	0.9811	0.8301	0	0	0.069	0.1667	0.2083	0	0.0551	0.0792	0	0	0.128	0.0933	0.9811	0.8256	0	0	0.069	0.1667	0.2083	0	0.0513	0.0774	0	0	reg oper account	block of flats	0.0676	Stone, brick	No	5	1	5	0	-526	1	0	0	0	1	0	1
413,725	0	Cash loans	M	Y	Y	1	189,000	528,633	25,560	472,500	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.00733	-11,880	-585	-6,024	-1,351	15	1	1	0	1	0	0	Drivers	3	2	2	FRIDAY	10	0	0	0	1	1	0	Self-employed	0.356323	0.658527	0.448962	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-736	0	0	1	0	0	2	2