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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_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_9 int64 0 1	AMT_REQ_CREDIT_BUREAU_MON float64 0 17	AMT_REQ_CREDIT_BUREAU_QRT float64 0 6	AMT_REQ_CREDIT_BUREAU_YEAR float64 0 9
189,677	0	Cash loans	M	Y	Y	2	157,500	284,400	19,003.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-13,721	-3,073	-283	-4,639	11	1	1	1	1	1	0	Drivers	4	2	2	MONDAY	11	0	0	0	0	0	Self-employed	0.558601	0.541585	0.722393	0.099	0.0515	0.993	0.9048	0.0216	0.08	0.0345	0.5833	0.625	0.1001	0.079	0.122	0.0077	0.0234	0.1008	0.0535	0.993	0.9085	0.0218	0.0806	0.0345	0.5833	0.625	0.1024	0.0863	0.1271	0.0078	0.0247	0.0999	0.0515	0.993	0.9061	0.0217	0.08	0.0345	0.5833	0.625	0.1019	0.0804	0.1242	0.0078	0.0239	reg oper account	block of flats	0.1128	Stone, brick	No	1	0	1	0	-1,425	1	0	0	0	1	0	2
325,414	0	Cash loans	M	Y	Y	0	202,500	735,579	32,530.5	585,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.035792	-20,706	-2,088	-10,435	-4,217	17	1	1	0	1	0	0	Low-skill Laborers	2	2	2	MONDAY	10	0	0	0	0	0	Government	0.356323	0.674688	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,758	1	0	0	0	0	1	2
397,420	0	Cash loans	F	N	Y	0	67,500	511,249.5	24,723	382,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.006296	-19,713	-1,182	-830	-3,275	7	1	1	0	1	0	0	Cooking staff	2	3	3	TUESDAY	14	0	0	0	1	1	Restaurant	0.356323	0.47529	0.470456	0.1175	0.1885	0.9831	0.7688	0	0	0.2759	0.1667	0.0417	0	0.0958	0.1107	0	0	0.1197	0.1957	0.9831	0.7779	0	0	0.2759	0.1667	0.0417	0	0.1047	0.1153	0	0	0.1187	0.1885	0.9831	0.7719	0	0	0.2759	0.1667	0.0417	0	0.0975	0.1126	0	0	not specified	block of flats	0.087	Stone, brick	No	0	0	0	0	-412	1	0	0	0	0	1	1
268,594	0	Cash loans	M	Y	N	0	157,500	166,500	7,888.5	166,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.010556	-13,851	-2,038	-7,837	-4,130	5	1	1	1	1	0	0	High skill tech staff	1	3	3	MONDAY	14	0	0	0	0	0	Industry: type 3	0.356323	0.107014	0.694093	0.0371	0.0772	0.9831	0.8232	0	0	0.1034	0.0833	0.2083	0.0144	0.0504	0.0243	0	0	0.0378	0.0801	0.9831	0.8301	0	0	0.1034	0.0833	0.2083	0.0147	0.0551	0.0253	0	0	0.0375	0.0772	0.9831	0.8256	0	0	0.1034	0.0833	0.2083	0.0146	0.0513	0.0247	0	0	reg oper account	block of flats	0.0297	Stone, brick	No	0	0	0	0	-150	1	0	0	0	0	0	2
162,181	0	Cash loans	F	N	Y	1	90,000	135,000	7,668	135,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.0228	-18,478	-578	-9,215	-2,033	7	1	1	1	1	0	0	Cleaning staff	3	2	2	MONDAY	9	0	0	0	0	0	Bank	0.356323	0.445728	0.551381	0.1567	0.1232	0.9821	0.7552	0.0042	0	0.0345	0.1667	0.0417	0.0494	0.1244	0.0707	0.0154	0.0151	0.1597	0.1278	0.9821	0.7648	0.0042	0	0.0345	0.1667	0.0417	0.0505	0.1359	0.0737	0.0156	0.016	0.1582	0.1232	0.9821	0.7585	0.0042	0	0.0345	0.1667	0.0417	0.0502	0.1266	0.072	0.0155	0.0154	reg oper account	block of flats	0.0579	Stone, brick	No	2	0	2	0	-593	1	0	0	0	0	0	0
131,328	0	Cash loans	F	Y	Y	0	202,500	814,041	23,931	679,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.019101	-10,671	-1,285	-362	-2,977	5	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	11	0	0	0	0	0	Self-employed	0.356323	0.285898	0.7463	0.4196	0.2256	0.9995	0.9932	0.1068	0.48	0.2069	0.5	0	0	0.2992	0.2681	0.1969	0.2955	0.4275	0.2342	0.9995	0.9935	0.1077	0.4834	0.2069	0.5	0	0	0.3269	0.2794	0.1984	0.3129	0.4237	0.2256	0.9995	0.9933	0.1075	0.48	0.2069	0.5	0	0	0.3044	0.2729	0.198	0.3017	reg oper account	block of flats	0.337	Stone, brick	No	0	0	0	0	-203	1	0	0	0	0	0	0
408,184	0	Cash loans	M	N	Y	0	108,000	545,040	19,575	450,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.005084	-23,332	365,243	-342	-4,802	7	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	11	0	0	0	0	0	XNA	0.356323	0.710992	0.706205	0.2216	0	0.999	0.8232	0	0.24	0.1379	0.5833	0.2083	0	0.0504	0.3731	0	0	0.2258	0	0.999	0.8301	0	0.2417	0.1379	0.5833	0.2083	0	0.0551	0.3887	0	0	0.2238	0	0.999	0.8256	0	0.24	0.1379	0.5833	0.2083	0	0.0513	0.3798	0	0	reg oper account	block of flats	0.361	Stone, brick	No	2	1	2	1	-511	0	1	0	0	0	1	2
273,546	0	Cash loans	F	N	Y	0	157,500	1,590,934.5	60,727.5	1,422,000	Family	Commercial associate	Higher education	Married	House / apartment	0.04622	-10,078	-2,973	-4,457	-806	7	1	1	0	1	0	0	Core staff	2	1	1	SUNDAY	15	1	1	0	0	0	Business Entity Type 3	0.495733	0.725461	0.7463	0.0619	0.0657	0.9801	0.728	0.008	0	0.1379	0.1667	0.2083	0	0.0504	0.0572	0	0	0.063	0.0682	0.9801	0.7387	0.0081	0	0.1379	0.1667	0.2083	0	0.0551	0.0596	0	0	0.0625	0.0657	0.9801	0.7316	0.008	0	0.1379	0.1667	0.2083	0	0.0513	0.0582	0	0	reg oper spec account	block of flats	0.0493	Panel	No	3	0	3	0	-1,555	1	0	0	0	0	0	0
377,523	0	Cash loans	F	Y	N	0	382,500	900,000	46,084.5	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.01452	-13,583	-757	-102	-1,179	6	1	1	0	1	0	1	Sales staff	2	2	2	THURSDAY	9	0	0	0	0	0	Business Entity Type 3	0.531252	0.677896	0.337673	0.2763	0.1779	0.9995	0.9932	0.0908	0.24	0.2069	0.375	0.4167	0.0158	0.2253	0.2729	0	0	0.2815	0.1846	0.9995	0.9935	0.0916	0.2417	0.2069	0.375	0.4167	0.0161	0.2461	0.2844	0	0	0.279	0.1779	0.9995	0.9933	0.0914	0.24	0.2069	0.375	0.4167	0.0161	0.2292	0.2778	0	0	reg oper account	block of flats	0.2643	Panel	No	0	0	0	0	-1,842	1	0	0	0	0	1	4
231,611	0	Cash loans	M	N	Y	2	189,000	1,130,760	33,192	810,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.018634	-14,293	-2,140	-56	-5,051	7	1	1	0	1	0	0	Managers	3	2	2	FRIDAY	16	0	0	0	0	0	Security Ministries	0.356323	0.746759	0.65126	0.2227	0.111	1	1	0	0.2	0.1724	0.375	0.4167	0.0738	0.0504	0.11	0	0.1212	0.2269	0.1152	1	1	0	0.2014	0.1724	0.375	0.4167	0.0755	0.0551	0.1146	0	0.1283	0.2248	0.111	1	1	0	0.2	0.1724	0.375	0.4167	0.0751	0.0513	0.112	0	0.1238	reg oper spec account	block of flats	0.205	Panel	No	0	0	0	0	-1,193	1	0	0	0	1	1	3
198,598	0	Cash loans	M	N	Y	0	67,500	254,700	24,939	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.019689	-23,987	365,243	-11,500	-4,377	7	1	0	0	1	1	0	Laborers	1	2	2	THURSDAY	11	0	0	0	0	0	XNA	0.356323	0.651281	0.7463	0.0814	0.1195	0.9757	0.6668	0.1009	0	0.1379	0.1667	0.2083	0.0493	0.0656	0.0702	0.0039	0.0032	0.083	0.1241	0.9757	0.6798	0.1018	0	0.1379	0.1667	0.2083	0.0505	0.0716	0.0731	0.0039	0.0034	0.0822	0.1195	0.9757	0.6713	0.1016	0	0.1379	0.1667	0.2083	0.0502	0.0667	0.0714	0.0039	0.0033	reg oper account	block of flats	0.0552	Panel	No	1	0	1	0	-1,177	0	1	0	0	0	0	2
320,208	0	Cash loans	F	N	Y	0	67,500	220,032	8,424	144,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0228	-17,332	-5,342	-5,841	-878	7	1	1	0	1	1	0	Sales staff	2	2	2	SUNDAY	9	0	0	0	0	0	Business Entity Type 3	0.356323	0.665099	0.672243	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-1,616	1	0	0	0	0	0	4
354,581	0	Cash loans	M	N	Y	0	202,500	439,074	23,949	328,500	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	Municipal apartment	0.072508	-18,803	-4,638	-2,914	-2,330	7	1	1	0	1	1	0	Laborers	1	1	1	MONDAY	9	0	0	0	0	0	Construction	0.356323	0.742681	0.39622	0.1794	0.1139	0.9866	0.8164	0	0.04	0.1034	0.5417	0.5833	0	0.1463	0	0	0	0.083	0.0507	0.9782	0.7125	0	0	0.0345	0.5417	0.5833	0	0.0725	0	0	0	0.1811	0.1139	0.9866	0.8189	0	0.04	0.1034	0.5417	0.5833	0	0.1488	0	0	0	reg oper account	block of flats	0.279	Stone, brick	No	2	0	2	0	-3,703	0	0	1	0	1	1	2
389,152	0	Cash loans	F	Y	Y	0	202,500	1,928,304	73,579.5	1,800,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-23,228	-162	-6,260	-1,595	10	1	1	0	1	0	0	Medicine staff	2	2	2	FRIDAY	11	0	0	0	0	0	School	0.356323	0.657163	0.728141	0.0825	0	0.9891	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.1682	0	0	0.084	0	0.9891	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.1753	0	0	0.0833	0	0.9891	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.1712	0	0	reg oper account	block of flats	0.1323	Panel	No	0	0	0	0	-750	1	0	0	0	0	0	0
451,162	0	Cash loans	M	Y	Y	0	157,500	781,920	39,924	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-17,351	-4,049	-2,511	-882	12	1	1	0	1	0	0	Managers	2	2	2	THURSDAY	8	0	0	0	0	0	Other	0.356323	0.53115	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	-324	1	0	0	0	0	0	0
419,949	0	Cash loans	F	N	Y	0	72,000	225,000	24,232.5	225,000	Children	Pensioner	Secondary / secondary special	Widow	House / apartment	0.015221	-24,768	365,243	-6,445	-4,002	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	9	0	0	0	0	0	XNA	0.356323	0.456731	0.799297	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	0	5	0	0	1	0	0	0	0	0	0
421,894	0	Cash loans	M	Y	Y	0	270,000	550,980	36,819	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.007305	-9,741	-1,020	-3,200	-1,746	20	1	1	0	1	0	0	Drivers	1	3	3	FRIDAY	7	0	0	0	1	1	Transport: type 4	0.106205	0.418311	0.7463	0.0722	0	0.9762	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0655	0	0	0.0735	0	0.9762	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0682	0	0	0.0729	0	0.9762	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0667	0	0	reg oper account	block of flats	0.0515	Panel	No	0	0	0	0	-657	1	0	0	0	0	0	0
259,251	0	Cash loans	M	Y	Y	0	270,000	746,280	58,963.5	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.006629	-18,751	-592	-1,211	-1,321	2	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	4	0	0	0	0	0	Business Entity Type 3	0.356323	0.530388	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	9	0	9	0	0	1	0	0	0	0	0	0
252,759	0	Revolving loans	F	N	Y	1	112,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.018029	-16,409	-1,945	-444	-1,969	7	1	1	0	1	0	0	Sales staff	3	3	2	THURSDAY	10	0	0	0	0	0	Trade: type 7	0.356323	0.399324	0.401407	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-555	0	0	0	0	0	1	2
172,786	0	Cash loans	F	Y	N	0	292,500	1,078,200	31,653	900,000	Family	Working	Secondary / secondary special	Separated	House / apartment	0.035792	-14,065	-1,524	-2,728	-5,292	6	1	1	1	1	1	0	Sales staff	1	2	2	TUESDAY	9	0	0	0	1	1	Self-employed	0.497775	0.61959	0.515495	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	-953	1	0	0	0	0	1	3
178,850	0	Cash loans	F	N	Y	0	202,500	1,061,599.5	31,171.5	927,000	Family	State servant	Higher education	Married	House / apartment	0.019689	-20,727	-2,779	-8,938	-4,258	7	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	9	0	0	0	0	0	Other	0.820708	0.70699	0.301625	0.0608	0.0156	0.9786	0.7076	0.0156	0	0.1379	0.1667	0.2083	0.0788	0.0429	0.0433	0.0309	0.0278	0.062	0.0162	0.9786	0.719	0.0158	0	0.1379	0.1667	0.2083	0.0806	0.0468	0.0451	0.0311	0.0295	0.0614	0.0156	0.9786	0.7115	0.0157	0	0.1379	0.1667	0.2083	0.0802	0.0436	0.0441	0.0311	0.0284	reg oper account	block of flats	0.0486	Panel	No	0	0	0	0	-2,475	1	0	0	0	0	0	2
164,603	0	Cash loans	M	N	N	0	315,000	270,000	16,312.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-11,333	-1,817	-5,114	-3,836	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	11	1	1	0	1	1	Business Entity Type 3	0.495417	0.690949	0.553165	0.0247	0	0.9672	0.5512	0.0024	0	0.069	0.0417	0.0417	0.037	0.0202	0.0205	0	0	0.0252	0	0.9672	0.5688	0.0025	0	0.069	0.0417	0.0417	0.0379	0.022	0.0214	0	0	0.025	0	0.9672	0.5572	0.0024	0	0.069	0.0417	0.0417	0.0377	0.0205	0.0209	0	0	reg oper account	block of flats	0.0177	Block	Yes	5	0	5	0	-1,133	0	0	1	0	0	1	6
367,905	0	Cash loans	F	N	Y	0	67,500	161,730	7,911	135,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-19,313	365,243	-9,751	-2,770	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	XNA	0.616088	0.633384	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	7	0	7	0	-1,882	1	0	0	0	0	0	0
362,241	0	Cash loans	F	N	Y	0	54,000	563,269.5	20,232	396,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-21,611	365,243	-6,142	-1,833	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	17	0	0	0	0	0	XNA	0.356323	0.223593	0.244516	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	0	0	1	0	0	0	2	5
306,689	0	Cash loans	M	N	Y	0	126,000	971,280	62,203.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006296	-13,090	-2,843	-7,035	-716	7	1	1	0	1	1	0	Drivers	2	3	3	WEDNESDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.402092	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	1	0	1	0	-1,512	1	0	0	0	0	0	2
262,229	0	Cash loans	F	Y	Y	0	112,500	177,903	14,098.5	148,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.022625	-10,018	-3,259	-6,077	-2,699	6	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	11	0	0	0	0	0	Industry: type 3	0.368314	0.476561	0.481249	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	-1,023	1	0	0	0	0	0	0
233,237	1	Cash loans	F	N	Y	0	216,000	640,080	31,261.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.020246	-15,295	-212	-1,515	-78	7	1	1	0	1	0	1	Managers	2	3	3	THURSDAY	14	0	0	0	0	0	Business Entity Type 3	0.252435	0.2555	0.195198	0.1093	0	0.9975	0.966	0.0338	0	0.069	0.125	0.0417	0.0591	0.0538	0.059	0.1622	0.0499	0.1113	0	0.9975	0.9673	0.0341	0	0.069	0.125	0.0417	0.0604	0.0588	0.0615	0.1634	0.0528	0.1103	0	0.9975	0.9665	0.034	0	0.069	0.125	0.0417	0.0601	0.0547	0.0601	0.163	0.0509	reg oper spec account	block of flats	0.0758	Monolithic	No	0	0	0	0	-875	1	0	0	0	0	1	2
186,850	0	Cash loans	M	Y	Y	1	180,000	1,042,560	34,587	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-9,997	-2,421	-1,122	-2,570	64	1	1	0	1	0	0	Low-skill Laborers	3	2	2	WEDNESDAY	16	0	0	0	0	0	Industry: type 4	0.180715	0.628925	0.441836	0.0124	0.0235	0.9608	0.4628	0.0024	0	0.069	0.0417	0.0833	0.0059	0.0101	0.0113	0	0	0.0126	0.0244	0.9608	0.4838	0.0024	0	0.069	0.0417	0.0833	0.0061	0.011	0.0118	0	0	0.0125	0.0235	0.9608	0.47	0.0024	0	0.069	0.0417	0.0833	0.006	0.0103	0.0115	0	0	reg oper account	block of flats	0.0102	Wooden	No	2	0	2	0	-1,705	1	0	0	0	0	0	1
117,268	0	Cash loans	F	Y	Y	1	292,500	450,000	21,109.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-11,564	-2,854	-5,101	-453	9	1	1	0	1	1	0	Sales staff	3	2	2	MONDAY	15	0	0	0	0	0	Business Entity Type 1	0.59914	0.24535	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	-1,273	1	0	0	0	0	0	0
443,862	1	Cash loans	F	N	Y	5	198,000	227,520	15,201	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-14,776	-8,002	-1,043	-4,312	7	1	1	1	1	0	0	Laborers	7	2	2	WEDNESDAY	11	0	0	0	0	0	Industry: type 3	0.356323	0.215449	0.283712	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	-844	1	0	0	0	0	0	1
251,895	0	Cash loans	M	N	Y	0	54,000	152,820	15,016.5	135,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.005084	-21,831	-3,797	-4,684	-4,707	7	1	1	1	1	0	0	Laborers	2	2	2	FRIDAY	12	1	1	0	1	1	Industry: type 11	0.356323	0.383966	0.7463	0.0722	0.0719	0.9801	0.8232	0	0	0.1724	0.1667	0.2083	0.0866	0.0504	0.0604	0	0	0.0735	0.0746	0.9801	0.8301	0	0	0.1724	0.1667	0.2083	0.0886	0.0551	0.0629	0	0	0.0729	0.0719	0.9801	0.8256	0	0	0.1724	0.1667	0.2083	0.0881	0.0513	0.0615	0	0	reg oper account	block of flats	0.053	Panel	No	4	0	4	0	-2,396	1	0	0	0	0	0	0
191,497	0	Revolving loans	M	Y	N	0	112,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.004849	-23,475	-1,229	-1,218	-4,180	24	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	18	0	0	0	0	0	Business Entity Type 3	0.356323	0.276572	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	0	0	0	0	-429	0	0	0	0	0	0	3
186,213	0	Cash loans	F	Y	Y	0	67,500	495,000	21,100.5	495,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.015221	-12,688	-1,355	-6,844	-1,902	14	1	1	0	1	0	0	Core staff	2	2	2	TUESDAY	11	0	0	0	1	1	Business Entity Type 2	0.306258	0.548233	0.389339	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	-712	1	0	0	0	0	0	1
102,088	0	Cash loans	M	Y	Y	1	360,000	1,125,000	32,895	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.011657	-15,808	-5,095	-4,926	-4,895	0	1	1	1	1	0	0	Laborers	3	1	1	SUNDAY	12	1	1	0	1	1	Other	0.517893	0.676902	0.7463	0.1124	0.1264	0.9866	0.8164	0	0	0.1724	0.1667	0.2083	0.1757	0.0504	0.1203	0	0.0263	0.1145	0.1311	0.9866	0.8236	0	0	0.1724	0.1667	0.2083	0.1798	0.0551	0.1253	0	0.0278	0.1135	0.1264	0.9866	0.8189	0	0	0.1724	0.1667	0.2083	0.1788	0.0513	0.1224	0	0.0269	reg oper account	block of flats	0.0946	Panel	No	0	0	0	0	-1,606	1	0	0	0	0	0	0
434,661	0	Cash loans	M	Y	Y	2	153,000	1,288,350	37,800	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0228	-13,392	-467	-7,307	-1,008	23	1	1	0	1	0	0	Sales staff	4	2	2	TUESDAY	13	0	0	0	0	0	Business Entity Type 3	0.356323	0.534122	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	3	1	3	1	-1,488	1	0	0	0	0	0	3
152,905	0	Cash loans	F	N	Y	1	247,500	855,000	30,420	855,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.026392	-15,377	-706	-8,261	-4,384	7	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	0	Other	0.356323	0.683769	0.372334	0.1866	0.131	0.9871	0.8232	0	0.2	0.1724	0.3333	0.2083	0.1244	0.0504	0.1869	0	0	0.1901	0.1359	0.9871	0.8301	0	0.2014	0.1724	0.3333	0.2083	0.1273	0.0551	0.1947	0	0	0.1884	0.131	0.9871	0.8256	0	0.2	0.1724	0.3333	0.2083	0.1266	0.0513	0.1903	0	0	reg oper account	block of flats	0.147	Panel	No	1	1	1	1	0	1	0	0	0	0	0	2
394,670	0	Revolving loans	F	N	Y	0	112,500	337,500	16,875	337,500	Other_A	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.020246	-21,200	365,243	-6,940	-4,748	7	1	0	0	1	0	0	Laborers	1	3	3	FRIDAY	8	0	0	0	0	0	XNA	0.356323	0.024066	0.227613	0.0665	0.0645	0.9781	0.7008	0.0096	0.02	0.1293	0.2396	0.2812	0.0518	0.054	0.0535	0.001	0.0011	0.063	0.0679	0.9777	0.706	0	0	0.1379	0.1667	0.2083	0.0333	0.0441	0.0497	0	0	0.0625	0.0655	0.9776	0.6981	0	0	0.1379	0.1667	0.2083	0.0518	0.0509	0.054	0	0	not specified	block of flats	0.0375	Panel	No	0	0	0	0	0	0	0	0	0	0	0	2
284,247	0	Cash loans	F	N	Y	0	135,000	1,240,614	40,999.5	1,111,500	Family	Working	Higher education	Civil marriage	House / apartment	0.018029	-16,916	-578	-1,423	-461	7	1	1	0	1	0	0	Laborers	2	3	3	FRIDAY	5	0	0	0	0	0	Business Entity Type 3	0.585671	0.064656	0.7463	0.1722	0.1598	0.9831	0.7688	0.0499	0.2	0.1724	0.3333	0.0417	0	0.0504	0.1963	0	0.0158	0.1754	0.1659	0.9831	0.7779	0.0504	0.2014	0.1724	0.3333	0.0417	0	0.0551	0.2045	0	0.0167	0.1738	0.1598	0.9831	0.7719	0.0502	0.2	0.1724	0.3333	0.0417	0	0.0513	0.1998	0	0.0161	reg oper account	block of flats	0.1851	Panel	No	4	2	4	2	-5	1	0	0	0	1	0	3
299,069	0	Cash loans	F	N	Y	0	270,000	1,312,110	55,723.5	1,125,000	Unaccompanied	State servant	Secondary / secondary special	Civil marriage	House / apartment	0.018801	-13,955	-1,451	-1,440	-4,518	7	1	1	0	1	0	0	High skill tech staff	2	2	2	MONDAY	9	0	0	0	0	0	Security Ministries	0.461356	0.513546	0.556727	0.0825	0.0789	0.9767	0.6804	0.0588	0	0.1379	0.1667	0.2083	0.0132	0.0672	0.0624	0	0	0.084	0.0818	0.9767	0.6929	0.0594	0	0.1379	0.1667	0.2083	0.0135	0.0735	0.065	0	0	0.0833	0.0789	0.9767	0.6847	0.0592	0	0.1379	0.1667	0.2083	0.0135	0.0684	0.0635	0	0	reg oper account	block of flats	0.0812	Stone, brick	No	7	0	7	0	-824	0	0	1	0	0	0	1
370,095	0	Cash loans	F	N	N	1	49,500	808,650	26,217	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010966	-13,895	-3,178	-4,441	-4,566	7	1	1	1	1	1	0	Sales staff	3	2	2	SUNDAY	11	0	0	0	0	0	Government	0.356323	0.313334	0.556727	0.1031	0.112	0.9816	0.7484	0	0	0.2069	0.1667	0.2083	0.024	0.0504	0.0725	0	0.0624	0.105	0.1162	0.9816	0.7583	0	0	0.2069	0.1667	0.2083	0.0245	0.0551	0.0755	0	0.0661	0.1041	0.112	0.9816	0.7518	0	0	0.2069	0.1667	0.2083	0.0244	0.0513	0.0738	0	0.0637	reg oper account	block of flats	0.0699	Stone, brick	No	4	1	4	1	0	1	0	0	0	0	0	1
130,019	0	Cash loans	F	N	Y	0	63,000	163,008	16,006.5	144,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-16,417	-1,772	-7,357	-3,949	7	1	1	0	1	0	0	Sales staff	2	3	3	FRIDAY	10	0	0	0	0	0	Self-employed	0.74346	0.748797	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	-1,270	1	0	0	0	0	0	0
227,018	0	Cash loans	M	N	Y	0	180,000	983,299.5	41,791.5	904,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.022625	-16,977	-2,531	-483	-509	7	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	12	0	0	0	0	0	Business Entity Type 1	0.569772	0.790166	0.472253	0.0814	0.0063	0.997	0.8232	0	0.08	0.0345	0.625	0	0	0.063	0.088	0.0154	0	0.083	0.0065	0.997	0.8301	0	0.0806	0.0345	0.625	0	0	0.0689	0.0917	0.0156	0	0.0822	0.0063	0.997	0.8256	0	0.08	0.0345	0.625	0	0	0.0641	0.0895	0.0155	0	org spec account	block of flats	0.1048	Stone, brick	No	2	0	2	0	-1,603	0	0	1	0	1	0	0
229,373	0	Cash loans	F	N	Y	0	261,000	760,225.5	30,280.5	679,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.020713	-18,876	-2,825	-1,690	-2,410	7	1	1	0	1	0	0	Accountants	1	3	2	FRIDAY	14	0	0	0	0	0	Housing	0.773269	0.513627	0.681706	0.2093	0.212	0.9866	0.8164	0.1028	0.12	0.1034	0.3333	0.375	0.0329	0.1689	0.1778	0.0077	0.1416	0.2132	0.22	0.9866	0.8236	0.1037	0.1208	0.1034	0.3333	0.375	0.0337	0.1846	0.1853	0.0078	0.1499	0.2113	0.212	0.9866	0.8189	0.1035	0.12	0.1034	0.3333	0.375	0.0335	0.1719	0.181	0.0078	0.1446	reg oper account	block of flats	0.2269	Stone, brick	No	6	0	6	0	-615	1	0	0	0	0	0	2
193,978	0	Cash loans	F	Y	N	0	135,000	299,772	20,029.5	247,500	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	With parents	0.010556	-12,118	-2,139	-3,943	-100	10	1	1	0	1	0	0	Private service staff	1	3	3	THURSDAY	10	0	0	0	1	1	Self-employed	0.356323	0.55745	0.309275	0.132	0.0632	0.9925	0.8232	0	0	0.1379	0.2083	0.2083	0.0486	0.0504	0.1181	0	0.0147	0.1345	0.0656	0.9926	0.8301	0	0	0.1379	0.2083	0.2083	0.0498	0.0551	0.123	0	0.0155	0.1332	0.0632	0.9925	0.8256	0	0	0.1379	0.2083	0.2083	0.0495	0.0513	0.1202	0	0.015	reg oper account	block of flats	0.0961	Stone, brick	No	0	0	0	0	-2,714	1	0	0	0	0	1	4
436,225	0	Cash loans	M	Y	N	0	157,500	450,000	24,412.5	450,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.030755	-11,100	-971	-783	-3,730	6	1	1	1	1	1	0	Managers	1	2	2	THURSDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.627781	0.612704	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-672	1	0	0	0	0	0	1
377,096	0	Cash loans	M	N	N	0	135,000	473,760	51,021	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Rented apartment	0.016612	-13,190	-248	-539	-1,970	7	1	1	1	1	0	0	Laborers	2	2	2	FRIDAY	10	1	1	0	1	1	Business Entity Type 3	0.38931	0.353565	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	Panel	No	0	0	0	0	-282	1	0	0	0	0	0	1
375,223	0	Cash loans	M	Y	Y	1	180,000	509,922	40,419	472,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.035792	-11,384	-1,104	-1,019	-2,088	65	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	11	0	0	0	1	1	Business Entity Type 3	0.091284	0.531673	0.384207	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	-601	1	0	0	0	0	0	6
273,131	0	Cash loans	M	N	Y	0	202,500	787,131	26,145	679,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.016612	-21,236	365,243	-13,477	-4,080	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	9	0	0	0	0	0	XNA	0.356323	0.131636	0.697147	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	4
257,496	0	Cash loans	M	Y	Y	2	270,000	824,823	24,246	688,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-18,753	-4,354	-4,251	-2,295	34	1	1	0	1	0	0	Drivers	4	2	2	WEDNESDAY	9	0	0	0	0	0	Self-employed	0.356323	0.177176	0.771362	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	0	0	0	1	0	0	1	1
434,262	0	Cash loans	M	Y	Y	0	225,000	130,824	8,487	103,500	Unaccompanied	Working	Incomplete higher	Separated	With parents	0.016612	-15,185	-2,743	-3,130	-4,696	12	1	1	0	1	1	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	Business Entity Type 2	0.356323	0.666919	0.558507	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	8	3	8	1	-2,690	1	0	0	0	0	0	2
102,662	0	Cash loans	M	Y	Y	0	135,000	1,260,000	36,841.5	1,260,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00702	-20,549	-8,921	-5,068	-3,109	7	1	1	1	1	0	0	Drivers	2	2	2	WEDNESDAY	9	0	0	0	1	1	Transport: type 4	0.356323	0.642094	0.684828	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	13	0	13	0	-281	1	0	0	0	0	0	0
380,897	1	Cash loans	F	N	Y	0	202,500	490,536	23,989.5	405,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-18,295	-725	-6,464	-1,817	7	1	1	0	1	0	0	Sales staff	2	2	2	MONDAY	9	0	0	0	0	0	Self-employed	0.356323	0.499876	0.132597	0.1649	0.1081	0.9901	0.864	0.1086	0.16	0.1379	0.375	0.4167	0.059	0.1345	0.1754	0	0	0.1681	0.1122	0.9901	0.8693	0.1096	0.1611	0.1379	0.375	0.4167	0.0603	0.1469	0.1827	0	0	0.1665	0.1081	0.9901	0.8658	0.1093	0.16	0.1379	0.375	0.4167	0.06	0.1368	0.1785	0	0	reg oper account	block of flats	0.1973	Panel	No	0	0	0	0	-500	1	0	0	0	0	0	5
201,783	0	Revolving loans	M	Y	Y	0	135,000	180,000	9,000	180,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	With parents	0.006008	-8,027	-684	-2,533	-691	8	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	15	0	0	0	1	1	Trade: type 3	0.356323	0.516451	0.329655	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	-482	0	0	0	0	0	0	2
324,861	0	Cash loans	F	N	N	0	99,000	675,000	21,775.5	675,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.025164	-11,806	-518	-2,987	-2,987	7	1	1	1	1	0	0	Managers	1	2	2	MONDAY	11	0	0	0	1	1	Medicine	0.461301	0.475104	0.692559	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-389	1	0	0	0	0	1	5
243,793	0	Cash loans	F	N	Y	0	40,500	225,000	8,815.5	225,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-17,888	365,243	-58	-306	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	0	XNA	0.356323	0.352626	0.387625	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	15	0	15	0	-131	0	1	0	0	0	0	2
132,694	0	Cash loans	F	N	Y	0	157,500	1,002,726	29,448	837,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-19,883	-5,762	-7,599	-3,125	7	1	1	0	1	1	0	Core staff	2	3	2	TUESDAY	12	0	0	0	0	0	Medicine	0.356323	0.628583	0.740799	0.1216	0.0765	0.9896	0.8572	0.0316	0.12	0.1034	0.375	0.4167	0	0.0992	0.0845	0	0	0.1239	0.0794	0.9896	0.8628	0.0319	0.1208	0.1034	0.375	0.4167	0	0.1084	0.088	0	0	0.1228	0.0765	0.9896	0.8591	0.0318	0.12	0.1034	0.375	0.4167	0	0.1009	0.086	0	0	reg oper account	block of flats	0.1426	Panel	No	0	0	0	0	-392	0	1	0	0	1	0	0
331,802	1	Cash loans	F	Y	Y	0	153,000	1,278,045	37,368	1,116,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-22,178	365,243	-2,585	-4,615	6	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	9	0	0	0	0	0	XNA	0.356323	0.509131	0.563835	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	-475	1	0	0	0	1	0	2
228,152	0	Cash loans	F	N	Y	0	360,000	867,951	25,506	724,500	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.04622	-15,884	-2,938	-6,481	-41	7	1	1	0	1	0	0	Laborers	2	1	1	WEDNESDAY	13	0	0	0	1	1	Business Entity Type 3	0.356323	0.345165	0.350696	0.0825	0	0.9722	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0	0	0	0.084	0	0.9722	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0	0	0	0.0833	0	0.9722	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0067	Stone, brick	No	1	1	1	1	-34	1	0	0	0	8	0	5
262,196	0	Cash loans	F	N	Y	0	135,000	585,000	16,893	585,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.026392	-20,794	365,243	-7,858	-4,151	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	18	0	0	0	0	0	XNA	0.356323	0.729976	0.704706	0.0825	0.0589	0.9896	0.8232	0	0.08	0.069	0.375	0.2083	0.0549	0.0504	0.0855	0	0	0.084	0.0611	0.9896	0.8301	0	0.0806	0.069	0.375	0.2083	0.0562	0.0551	0.089	0	0	0.0833	0.0589	0.9896	0.8256	0	0.08	0.069	0.375	0.2083	0.0559	0.0513	0.087	0	0	reg oper account	block of flats	0.0672	Panel	No	5	0	5	0	-2,493	0	1	0	0	1	0	1
153,599	0	Cash loans	F	N	N	1	90,000	776,304	25,042.5	648,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.007305	-12,032	-4,506	-3,364	-500	7	1	1	0	1	1	0	Medicine staff	3	3	3	MONDAY	16	0	0	0	0	0	Medicine	0.355129	0.465571	0.368969	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	-435	1	0	0	0	0	1	2
450,195	0	Cash loans	F	N	Y	0	270,000	1,325,475	56,290.5	1,125,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.020713	-16,824	-7,425	-956	-203	7	1	1	0	1	0	0	Core staff	2	3	2	TUESDAY	8	0	0	0	0	0	Police	0.771357	0.522057	0.194068	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	-465	0	0	0	1	1	0	0
217,675	0	Cash loans	M	N	N	1	103,500	326,439	16,006.5	229,500	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.010556	-11,141	-1,032	-1,213	-1,884	7	1	1	0	1	0	0	Laborers	3	3	3	WEDNESDAY	10	0	0	0	1	1	Business Entity Type 1	0.27917	0.080187	0.28518	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	-1,038	1	0	0	0	0	0	0
283,621	0	Cash loans	M	Y	N	1	450,000	1,095,111	58,477.5	1,035,000	Unaccompanied	Commercial associate	Lower secondary	Married	House / apartment	0.010032	-15,009	-3,668	-4,892	-5,088	15	1	1	0	1	0	0	Security staff	3	2	2	WEDNESDAY	8	0	0	0	0	0	Business Entity Type 3	0.356323	0.548055	0.481249	0.1237	0.0698	0.9816	0.8232	0	0	0.069	0.1667	0.2083	0	0.0504	0.0644	0	0	0.1261	0.0725	0.9816	0.8301	0	0	0.069	0.1667	0.2083	0	0.0551	0.0671	0	0	0.1249	0.0698	0.9816	0.8256	0	0	0.069	0.1667	0.2083	0	0.0513	0.0656	0	0	reg oper account	block of flats	0.0694	Stone, brick	No	0	0	0	0	-709	1	0	0	0	0	1	3
304,222	0	Cash loans	F	N	Y	0	112,500	906,660	32,697	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.010643	-20,310	365,243	-7,490	-3,709	7	1	0	0	1	0	0	Laborers	1	2	2	WEDNESDAY	10	0	0	0	0	0	XNA	0.446316	0.27916	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	-455	1	0	0	0	0	0	0
101,481	0	Cash loans	M	Y	Y	1	270,000	942,300	36,643.5	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Rented apartment	0.04622	-12,775	-1,778	-6,780	-4,373	25	1	1	0	1	0	0	Laborers	3	1	1	TUESDAY	17	0	0	0	1	1	Business Entity Type 3	0.356323	0.745189	0.312365	0.0608	0.0739	0.9866	0.8164	0.0094	0	0.1379	0.1667	0.2083	0.1173	0.0496	0.0609	0	0	0.062	0.0766	0.9866	0.8236	0.0095	0	0.1379	0.1667	0.2083	0.12	0.0542	0.0634	0	0	0.0614	0.0739	0.9866	0.8189	0.0095	0	0.1379	0.1667	0.2083	0.1194	0.0504	0.062	0	0	reg oper account	block of flats	0.0479	Panel	No	0	0	0	0	-1,785	1	0	0	0	0	0	3
238,487	0	Cash loans	M	N	Y	0	112,500	299,250	8,356.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	With parents	0.00712	-13,424	-631	-6,493	-3,924	7	1	1	0	1	0	0	Security staff	1	2	2	SATURDAY	11	0	0	0	0	0	Security	0.447017	0.194266	0.49206	0.0619	0.0616	0.9762	0.8232	0	0	0.1034	0.1667	0.2083	0.0072	0.0504	0.0331	0	0.0633	0.063	0.0639	0.9762	0.8301	0	0	0.1034	0.1667	0.2083	0.0074	0.0551	0.0345	0	0.067	0.0625	0.0616	0.9762	0.8256	0	0	0.1034	0.1667	0.2083	0.0073	0.0513	0.0337	0	0.0646	reg oper account	block of flats	0.0398	Stone, brick	No	1	0	1	0	-6	0	0	0	0	0	0	4
370,222	0	Cash loans	F	N	Y	0	31,500	255,960	9,324	202,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.02461	-21,994	365,243	-124	-13	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	14	0	0	0	0	0	XNA	0.356323	0.707009	0.617826	0.0165	0	0.9742	0.8232	0	0	0.069	0.0417	0.2083	0.0308	0.0504	0.0123	0	0	0.0168	0	0.9742	0.8301	0	0	0.069	0.0417	0.2083	0.0315	0.0551	0.0129	0	0	0.0167	0	0.9742	0.8256	0	0	0.069	0.0417	0.2083	0.0313	0.0513	0.0126	0	0	reg oper account	block of flats	0.0105	Stone, brick	No	0	0	0	0	-1,207	1	0	0	0	0	1	2
414,338	0	Cash loans	F	N	Y	0	99,000	1,494,486	41,224.5	1,305,000	Children	Pensioner	Secondary / secondary special	Married	House / apartment	0.04622	-22,638	365,243	-9,576	-4,410	7	1	0	0	1	0	0	Laborers	2	1	1	TUESDAY	18	0	0	0	0	0	XNA	0.883311	0.376828	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	-1,413	1	0	0	0	0	0	0
363,778	0	Cash loans	F	N	Y	0	112,500	646,920	20,997	540,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.010966	-14,274	-7,333	-8,382	-4,750	7	1	1	0	1	0	0	Core staff	1	2	2	MONDAY	17	0	0	0	0	0	School	0.820294	0.687633	0.681706	0.0722	0.0797	0.9816	0.7484	0.0076	0	0.1379	0.1667	0.2083	0	0.0588	0.0662	0	0	0.0735	0.0827	0.9816	0.7583	0.0077	0	0.1379	0.1667	0.2083	0	0.0643	0.069	0	0	0.0729	0.0797	0.9816	0.7518	0.0077	0	0.1379	0.1667	0.2083	0	0.0599	0.0674	0	0	reg oper account	block of flats	0.0562	Panel	No	0	0	0	0	-1,146	1	0	0	0	0	0	0
413,261	1	Cash loans	M	Y	Y	2	157,500	720,000	21,181.5	720,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-11,656	-1,260	-1,349	-3,911	28	1	1	1	1	0	0	Laborers	4	2	2	TUESDAY	16	0	0	0	0	0	Business Entity Type 2	0.246025	0.670687	0.687933	0.0701	0	0.9757	0.6668	0.0343	0	0.1379	0.1667	0	0	0.0546	0.0513	0.0116	0.0396	0.0714	0	0.9757	0.6798	0.0346	0	0.1379	0.1667	0	0	0.0597	0.0535	0.0117	0.0419	0.0708	0	0.9757	0.6713	0.0345	0	0.1379	0.1667	0	0	0.0556	0.0522	0.0116	0.0404	reg oper account	block of flats	0.0679	Stone, brick	No	0	0	0	0	-2,294	1	0	0	0	0	0	0
408,011	0	Revolving loans	F	Y	Y	0	130,500	337,500	16,875	337,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020713	-19,385	-423	-4,901	-2,898	13	1	1	1	1	1	0	Laborers	1	3	3	THURSDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.45609	0.665855	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	0	5	0	-177	0	0	0	0	0	0	2
370,723	0	Cash loans	F	N	Y	1	225,000	755,190	36,459	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-14,278	-727	-8,341	-4,525	7	1	1	0	1	0	1	Laborers	3	1	1	MONDAY	13	0	0	0	0	0	Business Entity Type 2	0.49898	0.690136	0.754406	0.2216	0.2371	0.9821	0.7552	0	0	0.5517	0.1667	0.2083	0.2479	0.1807	0.2156	0	0.0187	0.2258	0.2461	0.9821	0.7648	0	0	0.5517	0.1667	0.2083	0.2536	0.1974	0.2246	0	0.0198	0.2238	0.2371	0.9821	0.7585	0	0	0.5517	0.1667	0.2083	0.2522	0.1838	0.2195	0	0.0191	reg oper account	block of flats	0.1696	Stone, brick	No	0	0	0	0	-2,973	1	0	0	0	0	3	3
355,377	0	Cash loans	F	N	Y	0	45,000	81,549	8,064	76,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.019101	-22,651	365,243	-8,941	-4,513	7	1	0	0	1	1	0	Laborers	2	2	2	MONDAY	9	0	0	0	0	0	XNA	0.356323	0.64845	0.730987	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	-1,421	0	1	0	0	0	0	1
261,454	1	Cash loans	F	Y	Y	0	90,000	254,700	27,558	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-20,004	-345	-12,529	-3,031	18	1	1	1	1	1	0	Sales staff	2	2	2	TUESDAY	9	0	0	0	0	0	Self-employed	0.356323	0.009274	0.463275	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	1	-220	1	0	0	0	0	1	2
183,230	0	Cash loans	M	N	Y	0	247,500	343,800	16,852.5	225,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.032561	-16,607	-500	-2,460	-144	7	1	1	0	1	1	0	Drivers	2	1	1	SATURDAY	13	0	0	0	0	0	Trade: type 7	0.356323	0.456611	0.656158	0.134	0.1389	0.9752	0.66	0.0237	0	0.3103	0.1667	0.2083	0.0617	0.1009	0.1198	0.0386	0.0045	0.1366	0.1442	0.9752	0.6733	0.024	0	0.3103	0.1667	0.2083	0.0631	0.1102	0.1249	0.0389	0.0048	0.1353	0.1389	0.9752	0.6645	0.0239	0	0.3103	0.1667	0.2083	0.0628	0.1026	0.122	0.0388	0.0046	reg oper account	block of flats	0.0952	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0
292,897	0	Revolving loans	M	N	N	0	225,000	1,237,500	61,875	1,237,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.00733	-11,265	-619	-5,148	-3,733	7	1	1	0	1	0	0	IT staff	2	2	2	FRIDAY	14	0	0	1	1	0	Business Entity Type 3	0.356323	0.606263	0.761026	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	-152	0	0	0	0	0	0	0
259,458	0	Cash loans	M	Y	Y	0	90,000	269,550	21,739.5	225,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-24,003	365,243	-4,288	-4,288	35	1	0	0	1	1	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	0	XNA	0.356323	0.265713	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	-434	1	0	0	0	0	0	0
192,407	0	Cash loans	F	N	Y	0	90,000	508,495.5	22,527	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.014464	-23,507	365,243	-1,617	-5,060	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	6	0	0	0	0	0	XNA	0.356323	0.711477	0.46866	0.0928	0.0964	0.9861	0.8096	0	0	0.2069	0.1667	0.2083	0.0697	0.0756	0.0872	0	0	0.0945	0.1	0.9861	0.8171	0	0	0.2069	0.1667	0.2083	0.0713	0.0826	0.0908	0	0	0.0937	0.0964	0.9861	0.8121	0	0	0.2069	0.1667	0.2083	0.0709	0.077	0.0887	0	0	reg oper account	block of flats	0.0686	Block	No	1	0	1	0	-820	0	1	0	0	0	0	1
369,552	0	Cash loans	M	N	Y	0	211,500	715,095	65,718	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-18,644	-3,258	-2,671	-2,202	7	1	1	0	1	0	0	Drivers	2	2	2	TUESDAY	10	0	0	0	0	0	Self-employed	0.356323	0.78302	0.549597	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	-1,865	0	0	1	0	0	0	0
344,109	0	Cash loans	M	N	N	1	225,000	254,700	30,357	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	With parents	0.003818	-14,222	-1,313	-1,987	-4,544	7	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	6	0	0	1	1	1	Construction	0.353528	0.490491	0.801601	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	0	5	0	-212	1	0	0	0	0	0	3
318,437	0	Cash loans	F	N	N	0	126,000	265,851	11,709	229,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.018634	-13,790	-1,279	-7,647	-5,540	7	1	1	0	1	0	0	Medicine staff	1	2	2	MONDAY	12	0	0	0	0	0	Medicine	0.787553	0.781074	0.833787	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	-2,010	1	0	0	0	0	0	1
377,743	0	Cash loans	F	N	N	1	112,500	343,800	10,791	225,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.02461	-15,443	-143	-9,306	-4,243	7	1	1	0	1	0	0	High skill tech staff	3	2	2	THURSDAY	12	0	0	1	0	1	Industry: type 12	0.356323	0.621325	0.4171	0.1402	0.0579	0.9871	0.8232	0.0692	0.04	0.0345	0.3333	0.375	0.0434	0.1135	0.088	0.0039	0.0217	0.1429	0.0601	0.9871	0.8301	0.0698	0.0403	0.0345	0.3333	0.375	0.0444	0.124	0.0917	0.0039	0.023	0.1416	0.0579	0.9871	0.8256	0.0696	0.04	0.0345	0.3333	0.375	0.0441	0.1154	0.0896	0.0039	0.0222	reg oper account	block of flats	0.1118	Stone, brick	No	0	0	0	0	-1,162	1	0	0	0	0	0	1
282,397	1	Cash loans	F	N	Y	0	45,000	534,141	25,978.5	441,000	Other_B	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-19,887	365,243	-4,345	-1,958	7	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	14	0	0	0	0	0	XNA	0.356323	0.086526	0.276441	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	1	0	1	0	0	0	0	0	0
367,112	0	Cash loans	M	Y	N	2	135,000	343,800	16,852.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00733	-12,356	-3,280	-6,422	-4,471	11	1	1	0	1	0	0	Drivers	4	2	2	SATURDAY	11	0	0	0	0	0	Self-employed	0.356323	0.282326	0.42413	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	-144	1	0	0	0	0	0	3
297,618	0	Cash loans	F	N	Y	0	144,000	769,527	39,420	612,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006305	-10,437	-1,171	-2,738	-586	7	1	1	0	1	0	0	Sales staff	2	3	3	TUESDAY	3	0	0	1	1	0	Self-employed	0.31869	0.46599	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	-1,552	1	0	0	0	1	1	4
154,242	0	Cash loans	F	Y	Y	0	157,500	450,000	16,965	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.025164	-23,317	365,243	-10,584	-4,789	9	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	13	0	0	0	0	0	XNA	0.356323	0.088591	0.7463	0.0928	0.0652	0.9851	0.796	0.0157	0	0.2069	0.1667	0.2083	0.0747	0.0008	0.0871	0.3436	0.0102	0.0945	0.0676	0.9851	0.804	0.0159	0	0.2069	0.1667	0.2083	0.0764	0.0009	0.0907	0.3463	0.0108	0.0937	0.0652	0.9851	0.7987	0.0158	0	0.2069	0.1667	0.2083	0.076	0.0009	0.0886	0.3455	0.0104	reg oper account	block of flats	0.0793	Panel	No	2	1	2	0	-370	0	1	0	0	0	0	0
214,307	0	Cash loans	M	N	N	0	112,500	675,000	32,602.5	675,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.030755	-13,523	-4,046	-5,225	-3,716	7	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	16	0	0	0	0	0	Industry: type 5	0.233989	0.446479	0.835777	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	-28	1	0	0	0	0	0	2
272,334	0	Cash loans	M	N	Y	0	157,500	660,469.5	44,136	612,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018634	-21,537	-5,499	-10,263	-4,842	7	1	1	1	1	1	0	Drivers	2	2	2	WEDNESDAY	16	0	0	0	0	0	Self-employed	0.435361	0.420931	0.508287	0.2598	0	0.9861	0.8232	0	0.28	0.2414	0.3333	0.2083	0	0.0504	0.2684	0	0.0012	0.2647	0	0.9861	0.8301	0	0.282	0.2414	0.3333	0.2083	0	0.0551	0.2797	0	0.0013	0.2623	0	0.9861	0.8256	0	0.28	0.2414	0.3333	0.2083	0	0.0513	0.2732	0	0.0012	reg oper account	block of flats	0.2335	Panel	No	0	0	0	0	-540	0	0	1	0	0	1	3
359,158	0	Cash loans	F	N	Y	0	193,500	849,685.5	26,676	733,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.018029	-21,917	365,243	-10,366	-4,370	7	1	0	0	1	0	0	Laborers	1	3	3	MONDAY	7	0	0	0	0	0	XNA	0.356323	0.409378	0.754406	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2,145	1	0	0	0	0	1	3
379,578	0	Cash loans	F	N	N	0	243,000	414,612	17,694	297,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.002506	-23,189	-6,512	-14,615	-4,230	7	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	3	0	0	0	0	0	School	0.356323	0.704443	0.667458	0.0907	0.1006	0.9796	0.7212	0	0	0.2069	0.1667	0.0417	0.0868	0.074	0.0857	0	0.0083	0.0924	0.1044	0.9796	0.7321	0	0	0.2069	0.1667	0.0417	0.0888	0.0808	0.0893	0	0.0088	0.0916	0.1006	0.9796	0.7249	0	0	0.2069	0.1667	0.0417	0.0883	0.0752	0.0872	0	0.0085	reg oper account	block of flats	0.0692	Panel	No	1	1	1	1	0	1	0	0	0	0	1	1
103,378	0	Cash loans	F	Y	Y	0	112,500	830,214	24,403.5	693,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.031329	-17,397	-4,314	-6,372	-940	20	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	11	0	0	0	0	0	Agriculture	0.356323	0.558712	0.725276	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	0	6	0	-1,987	1	0	0	0	1	0	2
427,328	1	Cash loans	M	Y	Y	1	112,500	269,550	18,364.5	225,000	Family	Commercial associate	Higher education	Married	House / apartment	0.04622	-14,940	-709	-7,611	-4,748	5	1	1	0	1	0	0	Security staff	3	1	1	SATURDAY	15	0	0	0	1	1	Trade: type 2	0.356323	0.566364	0.306202	0.0186	0.0367	0.9831	0.7688	0.0244	0	0.069	0.0833	0.125	0.0274	0.0151	0.0169	0	0	0.0189	0.038	0.9831	0.7779	0.0246	0	0.069	0.0833	0.125	0.028	0.0165	0.0177	0	0	0.0187	0.0367	0.9831	0.7719	0.0245	0	0.069	0.0833	0.125	0.0279	0.0154	0.0172	0	0	reg oper account	block of flats	0.0133	Panel	No	3	0	2	0	-489	1	0	0	0	0	0	3
107,376	1	Cash loans	M	N	N	0	130,500	239,850	22,671	225,000	Unaccompanied	Pensioner	Incomplete higher	Widow	House / apartment	0.010276	-22,146	365,243	-10,068	-4,465	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	10	0	0	0	0	0	XNA	0.356323	0.582347	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	0	1	0	0	0	0	0
340,566	0	Revolving loans	F	Y	Y	0	90,000	495,000	24,750	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-13,855	-2,816	-6,911	-4,996	6	1	1	1	1	1	1	Core staff	2	2	2	WEDNESDAY	12	0	0	0	1	1	Government	0.573164	0.200526	0.144648	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	-1,563	0	0	0	0	1	0	5
221,352	0	Cash loans	F	N	N	0	135,000	292,500	23,238	292,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018209	-14,050	-2,637	-1,234	-2,271	7	1	1	0	1	0	0	Laborers	2	3	3	THURSDAY	7	0	0	0	0	0	Self-employed	0.561415	0.267838	0.53707	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	1	1	1	0	1	0	0	0	0	0	4
112,603	0	Cash loans	F	N	Y	0	135,000	574,002	24,318	574,002	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010276	-18,586	-3,148	-6,272	-2,001	7	1	1	1	1	1	0	High skill tech staff	2	2	2	THURSDAY	11	0	0	0	0	0	Business Entity Type 1	0.356323	0.523012	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	-581	1	0	0	0	0	0	0
402,194	0	Cash loans	F	Y	Y	1	135,000	675,000	21,906	675,000	Family	Pensioner	Lower secondary	Married	House / apartment	0.0105	-22,076	365,243	-751	-4,807	6	1	0	0	1	0	0	Laborers	3	3	3	WEDNESDAY	9	0	0	0	0	0	XNA	0.356323	0.597933	0.436506	0.0124	0	0.9737	0.6396	0.0018	0	0.069	0.0417	0.0833	0.0256	0.0101	0.0092	0	0	0.0126	0	0.9742	0.6602	0.0018	0	0.069	0.0417	0.0833	0.0262	0.011	0.0095	0	0	0.0125	0	0.9742	0.6511	0.0018	0	0.069	0.0417	0.0833	0.026	0.0103	0.0093	0	0	reg oper account	block of flats	0.0072	Stone, brick	No	2	0	2	0	-1	1	0	0	0	0	0	0
105,796	0	Cash loans	F	N	Y	0	72,000	343,800	12,478.5	225,000	Unaccompanied	State servant	Secondary / secondary special	Married	Municipal apartment	0.007305	-19,824	-3,717	-3,646	-3,365	7	1	1	1	1	1	0	Medicine staff	2	3	3	SUNDAY	8	0	0	0	0	0	Medicine	0.803444	0.500576	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	-1,344	1	0	0	0	0	0	3
388,940	0	Cash loans	F	N	Y	0	171,000	1,125,000	33,025.5	1,125,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.026392	-22,508	365,243	-8,877	-4,386	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	15	0	0	0	0	0	XNA	0.649989	0.524981	0.470456	0.0371	0	0.9732	0.8232	0	0	0.1034	0.0833	0.2083	0	0.0504	0.0365	0	0.0418	0.0378	0	0.9732	0.8301	0	0	0.1034	0.0833	0.2083	0	0.0551	0.0381	0	0.0443	0.0375	0	0.9732	0.8256	0	0	0.1034	0.0833	0.2083	0	0.0513	0.0372	0	0.0427	reg oper account	block of flats	0.0378	Stone, brick	No	3	2	3	2	-51	0	1	0	0	1	2	3
298,452	0	Cash loans	M	Y	Y	0	216,000	495,000	25,402.5	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-15,617	-2,369	-9,623	-529	15	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	School	0.356323	0.2182	0.481249	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	1	0	6