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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_15 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	FLAG_DOCUMENT_20 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
345,664	0	Cash loans	M	Y	Y	0	157,500	1,507,500	39,766.5	1,507,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-20,449	-3,273	-10,111	-3,986	6	1	1	0	1	0	0	Drivers	2	2	2	MONDAY	12	0	0	0	0	0	Self-employed	0.356323	0.707253	0.639708	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	-4	0	0	1	0	0	0	0	0	0	0
282,566	0	Cash loans	M	Y	Y	0	180,000	152,820	17,410.5	135,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.007274	-10,231	-912	-4,630	-2,908	4	1	1	0	1	1	0	High skill tech staff	1	2	2	MONDAY	13	0	0	0	0	0	Military	0.356323	0.561525	0.441836	0.066	0.0807	0.9791	0.6872	0.0368	0	0.1379	0.1667	0	0	0.0824	0.0374	0.0039	0.0133	0.0315	0.0837	0.9772	0.6994	0.0371	0	0.069	0.1667	0	0	0.09	0.0129	0.0039	0.0085	0.0666	0.0807	0.9791	0.6914	0.037	0	0.1379	0.1667	0	0	0.0838	0.038	0.0039	0.0136	reg oper spec account	block of flats	0.0192	Panel	No	1	1	1	1	-569	1	0	0	0	0	0	0	0	0	3
105,429	0	Cash loans	F	N	N	0	157,500	536,917.5	16,407	463,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-20,975	365,243	-13,147	-4,459	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	XNA	0.356323	0.179049	0.083364	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	0	1	0	0	0	0	0	0	0	2
197,620	0	Cash loans	F	Y	N	0	157,500	500,211	28,062	463,500	Children	Working	Secondary / secondary special	Separated	House / apartment	0.010147	-17,811	-6,271	-11,399	-1,368	11	1	1	0	1	1	0	Waiters/barmen staff	1	2	2	SUNDAY	10	0	0	0	0	0	Other	0.356323	0.345446	0.687933	0.1113	0.1393	0.9841	0.7824	0.0684	0.12	0.1034	0.3333	0.375	0.0697	0.0908	0.1132	0	0	0.1134	0.1446	0.9841	0.7909	0.069	0.1208	0.1034	0.3333	0.375	0.0713	0.0992	0.1179	0	0	0.1124	0.1393	0.9841	0.7853	0.0689	0.12	0.1034	0.3333	0.375	0.071	0.0923	0.1152	0	0	org spec account	block of flats	0.1264	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	1	1	2
170,931	0	Cash loans	F	Y	Y	0	675,000	1,762,110	70,015.5	1,575,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011657	-17,075	-1,657	-2,329	-615	3	1	1	0	1	0	1	Drivers	2	1	1	TUESDAY	13	1	1	0	0	0	Business Entity Type 1	0.44567	0.709593	0.397946	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-1,086	1	0	0	0	0	0	0	0	0	3
130,858	0	Cash loans	F	N	N	0	126,000	266,652	21,195	202,500	Family	Working	Higher education	Married	House / apartment	0.035792	-10,654	-635	-196	-315	7	1	1	0	1	0	1	Laborers	2	2	2	TUESDAY	10	0	0	0	0	0	Business Entity Type 3	0.575429	0.495454	0.7463	0.0851	0.0727	0.9791	0.7892	0	0	0.0517	0.1042	0.0417	0.026	0.1252	0.0312	0	0.0797	0.0168	0.0755	0.9737	0.7975	0	0	0.0345	0.0417	0.0417	0.0129	0.1368	0.0112	0	0	0.0859	0.0727	0.9791	0.792	0	0	0.0517	0.1042	0.0417	0.0264	0.1274	0.0317	0	0.0813	reg oper account	block of flats	0.0753	Stone, brick	No	3	0	3	0	0	1	0	0	0	0	0	0	0	0	0
200,677	0	Cash loans	M	Y	Y	0	225,000	104,256	11,227.5	90,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.019101	-19,734	-746	-9,709	-3,282	32	1	1	0	1	1	0	Drivers	2	2	2	TUESDAY	10	0	0	0	0	0	Self-employed	0.356323	0.666953	0.161463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-3,160	0	0	1	0	0	0	1	0	0	1
360,656	0	Cash loans	F	N	Y	0	121,500	398,160	17,460	315,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.008625	-17,670	-445	-11,227	-1,223	7	1	1	0	1	0	0	Sales staff	1	2	2	MONDAY	13	0	0	0	0	0	Trade: type 7	0.704406	0.54298	0.340906	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	-302	0	0	0	0	0	0	0	0	0	0
423,506	0	Cash loans	F	N	Y	0	81,000	229,230	16,677	202,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.018634	-11,299	-4,081	-9,358	-2,170	7	1	1	0	1	0	0	Sales staff	2	2	2	THURSDAY	17	0	0	0	0	0	Self-employed	0.13907	0.242755	0.260856	0.0928	0.0875	0.9786	0.7076	0.0405	0	0.2069	0.1667	0.2083	0.071	0.0756	0.0776	0	0	0.0945	0.0908	0.9786	0.719	0.0409	0	0.2069	0.1667	0.2083	0.0726	0.0826	0.0808	0	0	0.0937	0.0875	0.9786	0.7115	0.0408	0	0.2069	0.1667	0.2083	0.0722	0.077	0.079	0	0	reg oper account	block of flats	0.0706	Panel	No	0	0	0	0	-1,214	1	0	0	0	0	0	0	0	0	9
366,089	0	Revolving loans	M	N	Y	0	180,000	270,000	13,500	270,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-12,663	-2,133	-6,647	-4,706	7	1	1	0	1	0	0	IT staff	2	2	2	SATURDAY	13	0	0	0	0	0	Business Entity Type 2	0.341586	0.615748	0.339288	0.0082	0	0.9697	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0	0	0	0.0084	0	0.9697	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0	0	0	0.0083	0	0.9697	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0112	Stone, brick	No	0	0	0	0	-1,535	0	0	0	0	0	0	0	6	0	0
105,631	0	Cash loans	F	N	N	0	135,000	377,370	30,253.5	315,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	Municipal apartment	0.02461	-11,782	-517	-6,064	-231	7	1	1	0	1	0	1	Laborers	1	2	2	THURSDAY	13	0	0	1	1	0	Business Entity Type 3	0.529402	0.723908	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	-359	1	0	0	0	0	0	0	0	0	0
324,517	0	Cash loans	M	Y	N	1	315,000	247,275	17,716.5	225,000	Unaccompanied	State servant	Secondary / secondary special	Married	Rented apartment	0.002506	-11,884	-2,466	-111	-4,522	21	1	1	0	1	0	0	Drivers	3	2	2	MONDAY	7	0	0	0	0	0	Military	0.198455	0.053805	0.706205	0.1237	0.052	0.9851	0.796	0	0	0.2069	0.1667	0.0417	0	0.0504	0	0	0	0.1261	0.054	0.9851	0.804	0	0	0.2069	0.1667	0.0417	0	0.0551	0	0	0	0.1249	0.052	0.9851	0.7987	0	0	0.2069	0.1667	0.0417	0	0.0513	0	0	0	reg oper account	block of flats	0.0949	Block	No	5	0	5	0	-794	0	0	1	0	0	0	0	2	0	1
317,058	1	Cash loans	F	N	N	1	90,000	436,032	20,326.5	360,000	Unaccompanied	Working	Higher education	Married	Co-op apartment	0.010147	-9,999	-2,123	-9,929	-2,441	7	1	1	1	1	1	0	Managers	3	2	2	FRIDAY	10	0	0	0	0	0	Business Entity Type 2	0.577436	0.608312	0.161463	0.1474	0.111	0.9856	0.8028	0.0264	0.16	0.1379	0.3333	0.375	0.0714	0.1194	0.1608	0.0039	0.0024	0.1502	0.1152	0.9856	0.8105	0.0266	0.1611	0.1379	0.3333	0.375	0.073	0.1304	0.1675	0.0039	0.0025	0.1489	0.111	0.9856	0.8054	0.0265	0.16	0.1379	0.3333	0.375	0.0726	0.1214	0.1636	0.0039	0.0025	org spec account	block of flats	0.1414	Panel	No	0	0	0	0	-1,018	0	0	1	0	0	0	0	0	0	3
122,534	1	Cash loans	F	N	Y	1	112,500	755,190	36,459	675,000	Other_B	Working	Secondary / secondary special	Married	House / apartment	0.025164	-9,972	-833	-4,417	-1,849	7	1	1	0	1	0	0	Sales staff	3	2	2	WEDNESDAY	12	0	0	0	0	0	Trade: type 1	0.356323	0.163187	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	-771	1	0	0	0	0	0	0	0	0	0
229,443	0	Cash loans	F	N	Y	0	180,000	835,380	38,839.5	675,000	Family	Working	Secondary / secondary special	Civil marriage	Municipal apartment	0.02461	-11,571	-2,915	-4,876	-3,929	7	1	1	0	1	0	0	Sales staff	2	2	2	MONDAY	11	0	0	0	0	0	Self-employed	0.592112	0.605824	0.680139	0.0608	0.0698	0.9846	0.7892	0.032	0	0.1379	0.1667	0.2083	0.0842	0.0496	0.0601	0	0	0.062	0.0724	0.9846	0.7975	0.0323	0	0.1379	0.1667	0.2083	0.0861	0.0542	0.0626	0	0	0.0614	0.0698	0.9846	0.792	0.0322	0	0.1379	0.1667	0.2083	0.0857	0.0504	0.0612	0	0	reg oper account	block of flats	0.0669	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	2	0	1
381,442	0	Cash loans	F	N	Y	0	90,000	125,640	6,543	90,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010966	-11,713	-440	-5,446	-4,291	7	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	9	0	0	0	0	0	Self-employed	0.386578	0.682609	0.704706	0.1113	0.0852	0.9876	0.83	0.0261	0.12	0.1034	0.3333	0.375	0.057	0.0908	0.1142	0	0	0.1134	0.0885	0.9876	0.8367	0.0263	0.1208	0.1034	0.3333	0.375	0.0583	0.0992	0.119	0	0	0.1124	0.0852	0.9876	0.8323	0.0263	0.12	0.1034	0.3333	0.375	0.0579	0.0923	0.1162	0	0	org spec account	block of flats	0.1072	Panel	No	0	0	0	0	-1,507	1	0	0	0	0	0	0	1	0	3
281,512	0	Cash loans	M	Y	Y	1	157,500	1,195,101	63,805.5	1,129,500	Family	Working	Higher education	Married	House / apartment	0.025164	-14,674	-2,869	-2,395	-2,497	9	1	1	0	1	0	0	Laborers	3	2	2	WEDNESDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.546684	0.730987	0.1722	0.1464	0.9896	0.8572	0.0794	0.2	0.1724	0.375	0.4167	0.1499	0.1404	0.1937	0	0	0.1754	0.1519	0.9896	0.8628	0.0802	0.2014	0.1724	0.375	0.4167	0.1533	0.1534	0.2019	0	0	0.1738	0.1464	0.9896	0.8591	0.0799	0.2	0.1724	0.375	0.4167	0.1525	0.1428	0.1972	0	0	reg oper spec account	block of flats	0.1524	Panel	No	0	0	0	0	-2,691	1	0	0	0	0	0	0	0	1	4
401,312	0	Revolving loans	F	N	Y	0	67,500	202,500	10,125	202,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.015221	-21,438	365,243	-1,316	-3,917	7	1	0	0	1	0	0	Laborers	2	2	2	TUESDAY	7	0	0	0	0	0	XNA	0.794776	0.056256	0.183035	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	-348	0	0	0	0	0	0	0	0	0	0
245,132	0	Cash loans	F	N	N	0	90,000	840,996	24,718.5	702,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-11,338	-996	-308	-1,103	7	1	1	0	1	0	0	Managers	2	2	2	FRIDAY	13	0	0	0	0	0	Business Entity Type 3	0.280017	0.162192	0.551381	0.0881	0.1019	0.9771	0.6872	0.039	0	0.1724	0.1667	0.2083	0.0948	0.0672	0.078	0.0212	0.1844	0.0746	0.0925	0.9772	0.6994	0.0354	0	0.1379	0.1667	0.2083	0.0877	0.0579	0.0686	0.0117	0.1679	0.089	0.1019	0.9771	0.6914	0.0393	0	0.1724	0.1667	0.2083	0.0964	0.0684	0.0794	0.0214	0.1883	reg oper account	block of flats	0.0863	Stone, brick	No	0	0	0	0	-2,346	1	0	0	0	0	0	0	2	0	1
164,593	0	Cash loans	M	N	Y	0	202,500	877,500	44,932.5	877,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.026392	-8,932	-1,275	-8,906	-1,598	7	1	1	0	1	0	0	Laborers	1	2	2	FRIDAY	15	0	0	0	0	0	Industry: type 11	0.356323	0.647363	0.189595	0.3773	0.1998	0.9871	0.8232	0	0.4	0.3448	0.375	0.2083	0.3497	0.0504	0.412	0	0.0025	0.3845	0.2074	0.9871	0.8301	0	0.4028	0.3448	0.375	0.2083	0.3577	0.0551	0.4292	0	0.0027	0.381	0.1998	0.9871	0.8256	0	0.4	0.3448	0.375	0.2083	0.3558	0.0513	0.4194	0	0.0026	reg oper account	block of flats	0.3874	Panel	No	7	3	7	2	-1,566	1	0	0	0	0	0	0	0	0	2
312,222	0	Cash loans	F	Y	N	0	67,500	634,482	20,596.5	454,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.00733	-15,983	-3,485	-1,764	-1,770	64	1	1	0	1	0	0	Cooking staff	2	2	2	THURSDAY	11	0	0	1	1	0	Self-employed	0.501793	0.176441	0.342529	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	-1,449	1	0	0	0	0	0	0	0	2	2
176,008	0	Cash loans	M	Y	Y	0	315,000	485,640	38,263.5	450,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.035792	-21,659	-3,857	-3,673	-2,283	1	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	10	0	0	0	0	0	Government	0.356323	0.702253	0.732403	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	-209	0	0	1	0	0	0	0	0	0	1
428,108	0	Cash loans	M	N	Y	0	54,000	284,400	13,387.5	225,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.025164	-21,839	-372	-9,054	-4,508	7	1	1	1	1	0	0	Laborers	2	2	2	FRIDAY	9	0	0	0	0	0	Postal	0.356323	0.277106	0.554947	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-221	1	0	0	0	0	0	0	0	1	1
133,904	0	Cash loans	F	N	Y	0	180,000	314,100	15,241.5	225,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.002042	-21,879	365,243	-2,469	-5,115	7	1	0	0	1	0	0	Laborers	2	3	3	MONDAY	10	0	0	0	0	0	XNA	0.356323	0.374648	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	4	0	4	0	0	1	0	0	0	0	0	0	0	0	4
442,970	0	Revolving loans	F	Y	Y	1	76,500	225,000	11,250	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-10,509	-208	-1,260	-2,582	8	1	1	0	1	0	0	Sales staff	3	2	2	TUESDAY	14	0	0	0	0	0	Self-employed	0.311842	0.69157	0.209155	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	2	2	2	-2,110	0	0	0	0	0	0	0	0	3	0
122,523	0	Cash loans	F	Y	Y	1	225,000	360,000	19,660.5	360,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.010006	-13,539	-4,321	-3,262	-4,433	4	1	1	1	1	1	0	Managers	2	2	2	FRIDAY	12	0	0	0	0	0	Transport: type 4	0.724627	0.713404	0.309275	0.1979	0.0705	0.9881	0.8368	0.1244	0.24	0.1034	0.625	0.6667	0	0.1614	0.2095	0	0	0.2017	0.0732	0.9881	0.8432	0.1255	0.2417	0.1034	0.625	0.6667	0	0.1763	0.2183	0	0	0.1999	0.0705	0.9881	0.839	0.1252	0.24	0.1034	0.625	0.6667	0	0.1642	0.2133	0	0	reg oper account	block of flats	0.2328	Panel	No	3	0	2	0	-634	1	0	0	0	0	0	0	0	0	3
328,298	0	Cash loans	F	N	Y	0	135,000	481,495.5	33,642	454,500	Family	Pensioner	Secondary / secondary special	Separated	House / apartment	0.008575	-23,776	365,243	-329	-4,264	7	1	0	0	1	1	0	Laborers	1	2	2	WEDNESDAY	11	0	0	0	0	0	XNA	0.356323	0.187805	0.565608	0.1103	0.0718	0.9821	0.7552	0.0568	0.112	0.1241	0.2667	0.3083	0.0768	0.0898	0.1118	0.0008	0.0018	0.0735	0.067	0.9821	0.7648	0.0284	0.1611	0.1379	0.3333	0.375	0.0502	0.0643	0.0715	0	0	0.0739	0.0646	0.9821	0.7585	0.0416	0.16	0.1379	0.3333	0.375	0.0563	0.0599	0.0766	0	0	reg oper account	block of flats	0.054	Panel	No	0	0	0	0	-480	1	0	0	0	0	0	0	0	0	1
136,773	0	Cash loans	F	N	Y	0	99,000	227,493	17,136	207,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.016612	-21,611	-7,967	-9,163	-4,297	7	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	9	0	0	0	1	1	Transport: type 2	0.356323	0.600401	0.722393	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	-1,578	1	0	0	0	0	0	0	0	0	3
226,971	1	Cash loans	F	N	Y	0	85,500	436,032	22,279.5	360,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-16,374	-582	-964	-2,098	7	1	1	0	1	0	0	Waiters/barmen staff	2	3	3	SATURDAY	11	0	0	0	0	0	Self-employed	0.356323	0.394989	0.301625	0.0186	0	0.9712	0.8232	0	0	0.0345	0.0417	0.2083	0	0.0504	0	0	0	0.0189	0	0.9712	0.8301	0	0	0.0345	0.0417	0.2083	0	0.0551	0	0	0	0.0187	0	0.9712	0.8256	0	0	0.0345	0.0417	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.01	Stone, brick	No	7	0	7	0	-254	1	0	0	0	1	1	0	0	0	1
126,618	0	Cash loans	F	N	N	1	99,000	109,467	12,510	94,500	Unaccompanied	Commercial associate	Incomplete higher	Separated	With parents	0.018801	-12,339	-1,904	-5,565	-2,156	7	1	1	0	1	0	0	Sales staff	2	2	2	MONDAY	10	0	0	0	1	1	Other	0.36479	0.21209	0.681706	0.1485	0.1072	0.9786	0.7076	0.0686	0.16	0.1379	0.3333	0.375	0.0721	0.121	0.1479	0	0	0.1513	0.1113	0.9786	0.719	0.0693	0.1611	0.1379	0.3333	0.375	0.0737	0.1322	0.1541	0	0	0.1499	0.1072	0.9786	0.7115	0.0691	0.16	0.1379	0.3333	0.375	0.0733	0.1231	0.1505	0	0	reg oper account	block of flats	0.1538	Panel	No	0	0	0	0	-1,860	1	0	0	0	0	0	0	0	0	0
329,448	0	Cash loans	F	Y	Y	0	256,500	1,687,266	64,395	1,575,000	Spouse, partner	Commercial associate	Higher education	Married	House / apartment	0.011703	-14,731	-6,869	-4,647	-3,789	0	1	1	0	1	0	0	Core staff	2	2	2	WEDNESDAY	14	0	0	0	0	0	Police	0.780856	0.732816	0.7463	0.2598	0	0.9881	0.8232	0	0.28	0.2414	0.3333	0.2083	0.1275	0.0504	0.2963	0	0.0037	0.2647	0	0.9881	0.8301	0	0.282	0.2414	0.3333	0.2083	0.1304	0.0551	0.3087	0	0.0039	0.2623	0	0.9881	0.8256	0	0.28	0.2414	0.3333	0.2083	0.1297	0.0513	0.3016	0	0.0037	reg oper account	block of flats	0.269	Panel	No	3	0	3	0	-2,442	0	0	1	0	0	0	0	1	0	0
104,423	0	Revolving loans	F	N	Y	0	81,751.5	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.020246	-12,153	-101	-2,886	-4,551	7	1	1	0	1	0	0	Cleaning staff	1	3	3	FRIDAY	8	0	0	0	0	0	Business Entity Type 3	0.356323	0.195526	0.713631	0.1691	0.0993	0.9866	0.8164	0	0.08	0.069	0.3333	0.2083	0.2366	0.0504	0.1125	0	0.0075	0.1723	0.103	0.9866	0.8236	0	0.0806	0.069	0.3333	0.2083	0.242	0.0551	0.1173	0	0.0079	0.1707	0.0993	0.9866	0.8189	0	0.08	0.069	0.3333	0.2083	0.2408	0.0513	0.1146	0	0.0076	reg oper account	block of flats	0.1063	Stone, brick	No	3	0	3	0	-789	0	0	0	0	0	0	0	0	0	1
141,889	0	Cash loans	M	Y	Y	0	135,000	573,628.5	29,416.5	463,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.003122	-18,753	-914	-2,659	-2,303	25	1	1	0	1	0	0	Drivers	1	3	3	WEDNESDAY	16	0	0	0	0	0	Self-employed	0.356323	0.477439	0.46866	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	-503	1	0	0	0	0	0	0	0	0	1
314,929	0	Cash loans	F	N	Y	0	86,850	269,550	21,294	225,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.032561	-20,363	-3,591	-12,340	-3,559	7	1	1	0	1	1	0	High skill tech staff	2	1	1	MONDAY	14	0	0	0	0	0	Housing	0.78918	0.680483	0.7463	0.0485	0.1	0.9737	0	0.0003	0	0.1034	0.125	0.1667	0.0256	0.0504	0.0516	0	0.0008	0.0494	0.1038	0.9737	0	0.0003	0	0.1034	0.125	0.1667	0.0262	0.0551	0.0538	0	0.0008	0.0489	0.1	0.9737	0	0.0003	0	0.1034	0.125	0.1667	0.0261	0.0513	0.0525	0	0.0008	reg oper account	block of flats	0.0408	Stone, brick	No	1	0	1	0	-320	1	0	0	0	0	0	0	0	0	0
303,892	0	Cash loans	F	N	Y	0	67,500	364,896	15,588	315,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.006852	-22,854	365,243	-10,154	-4,410	7	1	0	0	1	1	0	Laborers	1	3	3	MONDAY	6	0	0	0	0	0	XNA	0.356323	0.385374	0.54781	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	-1,390	1	0	0	0	0	0	0	0	0	0
299,740	0	Cash loans	F	N	N	0	164,250	119,925	11,385	112,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.02461	-21,294	365,243	-9,448	-4,507	7	1	0	0	1	1	0	Laborers	1	2	2	SATURDAY	19	0	0	0	0	0	XNA	0.356323	0.648984	0.484851	0.1938	0.1486	0.9831	0.7688	0.2922	0.2	0.1724	0.3333	0	0.1388	0.158	0.1351	0	0.2459	0.1975	0.1542	0.9831	0.7779	0.2948	0.2014	0.1724	0.3333	0	0.142	0.1726	0.1408	0	0.2603	0.1957	0.1486	0.9831	0.7719	0.294	0.2	0.1724	0.3333	0	0.1412	0.1608	0.1375	0	0.2511	org spec account	block of flats	0.1597	Panel	No	0	0	0	0	-2,179	1	0	0	0	0	0	0	0	0	1
224,679	0	Cash loans	F	N	N	0	99,000	485,640	36,441	450,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.031329	-22,409	365,243	-6,175	-5,662	7	1	0	0	1	1	0	Laborers	2	2	2	SUNDAY	14	0	0	0	0	0	XNA	0.608073	0.157674	0.65126	0.1196	0	0.9911	0.8232	0	0.16	0.1379	0.2775	0.2083	0	0.0504	0.1385	0	0.0099	0.063	0	0.9916	0.8301	0	0.0806	0.069	0.3333	0.2083	0	0.0551	0.0759	0	0.0105	0.0749	0	0.9916	0.8256	0	0.16	0.1034	0.3333	0.2083	0	0.0513	0.077	0	0.0101	reg oper account	block of flats	0.2122	Monolithic	No	0	0	0	0	-867	1	0	0	0	0	0	0	0	0	4
218,523	0	Cash loans	M	N	Y	0	225,000	1,147,500	48,748.5	1,147,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-12,258	-1,508	-496	-4,365	7	1	1	0	1	1	0	Managers	2	2	2	THURSDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.179357	0.7463	0.2234	0.155	0.9806	0.7348	0	0.16	0.1379	0.3333	0.375	0.1209	0.1816	0.2175	0.0025	0.0007	0.2279	0.1608	0.9806	0.7452	0	0.1611	0.1379	0.3333	0.375	0.1104	0.1983	0.226	0.0039	0	0.2259	0.155	0.9806	0.7383	0	0.16	0.1379	0.3333	0.375	0.1285	0.1847	0.2214	0.0039	0.001	reg oper account	block of flats	0.1894	Panel	No	0	0	0	0	-389	1	0	0	0	0	0	0	0	3	0
415,338	1	Cash loans	F	N	Y	0	76,500	233,208	17,028	184,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.016612	-15,770	-2,667	-756	-2,494	7	1	1	0	1	0	0	Sales staff	2	2	2	MONDAY	11	0	0	0	0	0	Self-employed	0.356323	0.571973	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	-1,910	1	0	0	0	0	0	0	0	0	0
165,053	0	Cash loans	F	N	N	1	58,500	576,072	21,847.5	405,000	Family	Working	Secondary / secondary special	Separated	Municipal apartment	0.018029	-19,039	-255	-8,561	-2,575	7	1	1	1	1	1	0	Laborers	2	3	3	MONDAY	5	0	0	0	0	0	Construction	0.646005	0.366726	0.593718	0.0052	0	0.9518	0.3404	0	0	0.0345	0.0417	0.0417	0.0025	0.0042	0.0026	0	0	0.0053	0	0.9518	0.3662	0	0	0.0345	0.0417	0.0417	0.0025	0.0046	0.0027	0	0	0.0052	0	0.9518	0.3492	0	0	0.0345	0.0417	0.0417	0.0025	0.0043	0.0026	0	0	not specified	block of flats	0.002	Wooden	No	0	0	0	0	-2,271	1	0	0	0	0	0	0	0	0	0
378,272	0	Cash loans	M	Y	Y	2	36,000	463,284	17,595	382,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.002134	-18,419	-2,623	-3,485	-1,951	13	1	1	0	1	0	0	Laborers	4	3	3	THURSDAY	7	0	0	0	0	0	Other	0.356323	0.354975	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	-658	1	0	0	0	0	0	0	0	0	0
359,879	0	Cash loans	M	Y	N	1	180,000	814,041	28,971	679,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	Municipal apartment	0.009549	-16,650	-426	-7,649	-187	18	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	9	0	0	1	0	1	Construction	0.356323	0.564564	0.773896	0.1649	0	0.9866	0.8232	0	0.12	0.1034	0.3333	0.2083	0.0446	0.0504	0.1468	0	0	0.1681	0	0.9866	0.8301	0	0.1208	0.1034	0.3333	0.2083	0.0456	0.0551	0.153	0	0	0.1665	0	0.9866	0.8256	0	0.12	0.1034	0.3333	0.2083	0.0454	0.0513	0.1494	0	0	reg oper account	block of flats	0.1371	Panel	No	1	0	1	0	-3,233	1	0	0	0	0	0	0	0	1	7
391,482	0	Cash loans	M	Y	Y	1	157,500	761,872.5	58,959	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.005084	-10,558	-506	-5,212	-3,232	7	1	1	0	1	0	0	Drivers	3	2	2	TUESDAY	16	0	0	1	1	0	Self-employed	0.356323	0.573931	0.694093	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	-628	0	0	1	0	0	0	0	0	2	0
104,199	0	Cash loans	M	Y	N	0	103,500	203,760	16,227	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018634	-8,860	-612	-8,855	-1,379	13	1	1	0	1	0	0	Drivers	1	2	2	THURSDAY	14	0	0	1	1	0	Other	0.242222	0.484836	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	0	0	0	0	-1,053	1	0	0	0	0	0	0	0	2	5
181,277	0	Cash loans	F	Y	N	0	315,000	1,325,475	56,290.5	1,125,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.020713	-21,671	365,243	-199	-5,142	8	1	0	0	1	0	0	Laborers	2	3	3	TUESDAY	12	0	0	0	0	0	XNA	0.356323	0.49471	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	1	0	1	0	-1,474	1	0	0	0	0	0	0	0	0	4
390,894	0	Cash loans	F	Y	Y	0	247,500	557,770.5	18,562.5	481,500	Family	State servant	Higher education	Married	House / apartment	0.010643	-21,438	-12,481	-3,608	-4,704	5	1	1	0	1	0	0	Core staff	2	2	2	MONDAY	13	0	0	0	0	0	School	0.356323	0.691574	0.484851	0.0619	0.0727	0.9806	0.7348	0	0	0.1379	0.1667	0.0417	0.0766	0.0504	0.0598	0	0	0.063	0.0754	0.9806	0.7452	0	0	0.1379	0.1667	0.0417	0.0783	0.0551	0.0623	0	0	0.0625	0.0727	0.9806	0.7383	0	0	0.1379	0.1667	0.0417	0.0779	0.0513	0.0609	0	0	reg oper account	block of flats	0.047	Panel	No	2	0	2	0	-1,012	1	0	0	0	0	0	0	0	0	5
367,291	0	Cash loans	M	N	Y	0	112,500	78,192	8,208	67,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00963	-10,908	-1,028	-3,584	-91	7	1	1	0	1	0	1	Security staff	2	2	2	THURSDAY	9	1	1	0	0	0	Security	0.193704	0.74009	0.321735	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	-1,025	1	0	0	0	0	0	0	1	2	0
354,411	0	Cash loans	F	Y	Y	0	405,000	1,515,415.5	40,104	1,354,500	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.04622	-20,064	-2,515	-2,399	-3,591	5	1	1	0	1	0	0	Core staff	1	1	1	THURSDAY	14	1	1	0	0	0	Business Entity Type 3	0.356323	0.769044	0.528093	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	-920	0	0	1	0	0	0	0	0	0	7
230,236	0	Cash loans	F	N	Y	0	382,500	1,258,650	52,074	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008019	-21,333	-1,056	-1,649	-4,263	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	11	0	0	0	0	0	Business Entity Type 3	0.356323	0.544092	0.391055	0.0649	0.0573	0.9717	0.6124	0.012	0	0.1724	0.125	0.0417	0.0338	0.053	0.0822	0.0154	0.1766	0.0662	0.0594	0.9717	0.6276	0.0121	0	0.1724	0.125	0.0417	0.0346	0.0579	0.0856	0.0156	0.187	0.0656	0.0573	0.9717	0.6176	0.0121	0	0.1724	0.125	0.0417	0.0344	0.0539	0.0837	0.0155	0.1803	reg oper account	block of flats	0.1199	Stone, brick	No	0	0	0	0	-2,282	1	0	0	0	0	0	0	0	0	2
421,331	0	Cash loans	M	Y	Y	0	225,000	297,000	18,076.5	297,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-20,015	-843	-5,627	-3,568	6	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	16	0	0	0	0	0	Business Entity Type 3	0.356323	0.765059	0.262249	0.1474	0.0787	0.9801	0.728	0	0.16	0.1379	0.3333	0	0.1027	0.0504	0.1422	0	0.0045	0.1502	0.0817	0.9801	0.7387	0	0.1611	0.1379	0.3333	0	0.105	0.0551	0.1481	0	0.0047	0.1489	0.0787	0.9801	0.7316	0	0.16	0.1379	0.3333	0	0.1045	0.0513	0.1447	0	0.0046	reg oper account	block of flats	0.1221	Panel	No	0	0	0	0	-892	1	0	0	0	0	0	0	0	0	2
429,741	0	Cash loans	F	Y	Y	1	270,000	1,125,000	62,950.5	1,125,000	Spouse, partner	Working	Higher education	Married	House / apartment	0.04622	-14,965	-4,022	-8,971	-3,968	16	1	1	0	1	0	1	Laborers	3	1	1	MONDAY	16	1	1	0	0	0	Government	0.831465	0.714038	0.600658	0.0124	0	0.9702	0.592	0	0	0.069	0.0417	0.0833	0	0.0101	0.0128	0	0	0.0126	0	0.9702	0.608	0	0	0.069	0.0417	0.0833	0	0.011	0.0133	0	0	0.0125	0	0.9702	0.5975	0	0	0.069	0.0417	0.0833	0	0.0103	0.013	0	0	reg oper account	block of flats	0.01	Panel	No	0	0	0	0	-1,507	0	0	1	0	0	0	0	0	0	2
220,028	0	Revolving loans	M	N	Y	0	450,000	675,000	33,750	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.025164	-11,286	-3,491	-4,837	-3,854	7	1	1	0	1	0	0	Core staff	2	2	2	TUESDAY	15	0	0	0	0	0	Bank	0.347579	0.585869	0.567379	0.0722	0.0431	0.9851	0.796	0.0223	0.08	0.069	0.375	0.4167	0.0053	0.0588	0.0634	0	0	0.0735	0.0447	0.9851	0.804	0.0225	0.0806	0.069	0.375	0.4167	0.0054	0.0643	0.0661	0	0	0.0729	0.0431	0.9851	0.7987	0.0224	0.08	0.069	0.375	0.4167	0.0054	0.0599	0.0646	0	0	reg oper spec account	block of flats	0.0621	Panel	No	0	0	0	0	-752	0	0	0	0	0	0	0	0	0	0
295,194	0	Cash loans	F	N	Y	2	90,000	135,000	7,879.5	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-11,384	-4,482	-849	-3,522	7	1	1	1	1	1	0	Laborers	4	2	2	SATURDAY	16	0	0	0	0	0	Housing	0.356323	0.654246	0.670652	0.0186	0	0.9796	0.8232	0	0	0.1034	0.0417	0.2083	0.0026	0.0504	0.0162	0	0.0006	0.0189	0	0.9796	0.8301	0	0	0.1034	0.0417	0.2083	0.0026	0.0551	0.0168	0	0.0007	0.0187	0	0.9796	0.8256	0	0	0.1034	0.0417	0.2083	0.0026	0.0513	0.0165	0	0.0007	reg oper account	block of flats	0.0129	Panel	No	1	0	1	0	0	1	0	0	0	0	0	0	0	0	1
373,799	0	Cash loans	F	N	Y	0	126,000	370,107	17,932.5	319,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-23,035	365,243	-2,467	-4,342	7	1	0	0	1	0	0	Laborers	2	2	2	SATURDAY	10	0	0	0	0	0	XNA	0.356323	0.211728	0.626304	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	-31	0	1	0	0	0	0	0	0	2	5
346,214	0	Cash loans	M	N	Y	0	225,000	765,000	24,021	765,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.010643	-8,532	-460	-8,488	-935	7	1	1	0	1	1	0	Core staff	1	2	2	SATURDAY	14	0	0	0	0	0	Trade: type 2	0.212434	0.603346	0.190706	0.0928	0.1127	0.9841	0.8232	0	0	0.2069	0.1667	0.2083	0.0997	0.0504	0.0955	0	0	0.0945	0.117	0.9841	0.8301	0	0	0.2069	0.1667	0.2083	0.102	0.0551	0.0995	0	0	0.0937	0.1127	0.9841	0.8256	0	0	0.2069	0.1667	0.2083	0.1014	0.0513	0.0972	0	0	reg oper account	block of flats	0.0817	Panel	No	1	0	1	0	-469	0	0	0	0	0	0	0	0	2	5
455,360	0	Cash loans	F	N	Y	0	202,500	942,300	30,528	675,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.00823	-12,115	-4,321	-11,036	-1,793	7	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	17	0	0	0	0	0	Kindergarten	0.356323	0.240615	0.520898	0.0722	0	0.9831	0.8232	0	0.04	0.0345	0.3333	0.2083	0	0.0504	0	0	0	0.0735	0	0.9831	0.8301	0	0.0403	0.0345	0.3333	0.2083	0	0.0551	0	0	0	0.0729	0	0.9831	0.8256	0	0.04	0.0345	0.3333	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.0654	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
348,773	0	Cash loans	M	Y	N	2	207,000	1,035,832.5	33,543	904,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.004849	-13,505	-3,358	-7,578	-4,025	17	1	1	0	1	1	0	High skill tech staff	4	2	2	WEDNESDAY	15	0	0	0	0	0	Business Entity Type 3	0.63942	0.480473	0.612704	0.0653	0.064	0.9886	0.8436	0.0194	0.0664	0.0803	0.2358	0.2083	0.0501	0.0532	0.0424	0	0	0.042	0.0542	0.9891	0.8563	0.0076	0	0.069	0.1667	0.2083	0.0401	0.0367	0.027	0	0	0.0416	0.0553	0.9891	0.8524	0.0253	0.08	0.069	0.1667	0.2083	0.0484	0.0342	0.0266	0	0	reg oper account	block of flats	0.034	Panel	No	0	0	0	0	-2,775	0	0	1	0	0	0	0	0	0	1
284,108	0	Cash loans	M	N	N	1	180,000	521,280	26,743.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Rented apartment	0.0228	-12,721	-410	-1,259	-4,773	7	1	1	0	1	0	0	Cooking staff	3	2	2	SUNDAY	11	0	0	0	0	0	Restaurant	0.356323	0.445723	0.53707	0.2577	0.3727	0.996	0.8232	0	0.28	0.2414	0.375	0.2083	0.1946	0.0504	0.2909	0	0.1755	0.2626	0.3868	0.996	0.8301	0	0.282	0.2414	0.375	0.2083	0.1991	0.0551	0.3031	0	0.1858	0.2602	0.3727	0.996	0.8256	0	0.28	0.2414	0.375	0.2083	0.198	0.0513	0.2961	0	0.1791	reg oper account	block of flats	0.3008	Stone, brick	No	9	2	9	1	0	1	0	0	0	0	0	0	0	0	3
211,459	1	Cash loans	M	Y	N	0	112,500	170,640	12,496.5	135,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.008866	-18,438	-542	-8,801	-1,484	21	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.35684	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
348,068	0	Cash loans	F	Y	N	1	112,500	450,000	12,505.5	450,000	Unaccompanied	Working	Incomplete higher	Married	House / apartment	0.022625	-16,340	-134	-5,838	-4,313	8	1	1	0	1	1	0	Sales staff	3	2	2	THURSDAY	18	0	0	0	0	0	Business Entity Type 3	0.356323	0.583719	0.626304	0.332	0.2054	0.9841	0.8232	0.0638	0.4	0.3448	0.3333	0.375	0.2568	0.269	0.3624	0.0077	0.0024	0.3382	0.2132	0.9841	0.8301	0.0643	0.4028	0.3448	0.3333	0.375	0.2626	0.2938	0.3776	0.0078	0.0025	0.3352	0.2054	0.9841	0.8256	0.0642	0.4	0.3448	0.3333	0.375	0.2613	0.2736	0.3689	0.0078	0.0024	reg oper account	block of flats	0.3204	Panel	No	13	0	13	0	-1,880	1	0	0	0	0	0	0	0	0	4
433,683	0	Cash loans	F	N	N	1	135,000	1,076,287.5	45,729	913,500	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.032561	-22,285	365,243	-2,478	-4,759	7	1	0	0	1	1	1	Laborers	2	1	1	TUESDAY	14	0	0	0	0	0	XNA	0.808054	0.665961	0.609276	0.2558	0.12	0.9781	0.7008	0.0249	0.2548	0.1938	0.3854	0.3925	0.1667	0.219	0.2478	0.028	0.07	0.2269	0.1108	0.9782	0.706	0.0252	0.282	0.2414	0.375	0.375	0.0825	0.1983	0.2174	0	0.0342	0.2311	0.1067	0.9781	0.7048	0.0251	0.28	0.2414	0.375	0.375	0.1259	0.2227	0.2412	0.0311	0.0577	reg oper account	block of flats	0.1777	Panel	No	0	0	0	0	-1,915	0	1	0	0	0	0	0	0	1	0
269,563	0	Cash loans	F	N	Y	0	90,000	260,640	31,059	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010966	-24,720	365,243	-6,657	-4,675	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	14	0	0	0	0	0	XNA	0.356323	0.535613	0.718033	0.0722	0.0667	0.9846	0.7892	0.0078	0	0.1379	0.1667	0.2083	0.0349	0.0588	0.0676	0	0	0.0735	0.0693	0.9846	0.7975	0.0078	0	0.1379	0.1667	0.2083	0.0357	0.0643	0.0704	0	0	0.0729	0.0667	0.9846	0.792	0.0078	0	0.1379	0.1667	0.2083	0.0356	0.0599	0.0688	0	0	org spec account	block of flats	0.0574	Block	No	0	0	0	0	-236	1	0	0	0	0	0	0	0	1	0
188,332	1	Cash loans	F	N	Y	0	45,000	74,182.5	5,274	67,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.005084	-23,135	365,243	-5,784	-4,333	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	12	0	0	0	0	0	XNA	0.356323	0.098022	0.297087	0.0928	0.131	0.9911	0.8776	0	0	0.2069	0.1667	0.0417	0.082	0.0748	0.0561	0.0039	0.1461	0.0945	0.1359	0.9911	0.8824	0	0	0.2069	0.1667	0.0417	0.0839	0.0817	0.0585	0.0039	0.1546	0.0937	0.131	0.9911	0.8792	0	0	0.2069	0.1667	0.0417	0.0835	0.0761	0.0572	0.0039	0.1491	org spec account	block of flats	0.0759	Stone, brick	No	2	0	2	0	0	0	1	0	0	0	0	0	0	0	1
428,362	0	Cash loans	F	N	N	0	49,500	239,850	23,494.5	225,000	Children	Pensioner	Secondary / secondary special	Widow	House / apartment	0.028663	-24,857	365,243	-16,107	-4,034	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	11	0	0	0	0	0	XNA	0.356323	0.585439	0.7463	0.1351	0.1517	0.9762	0.6736	0.0154	0	0.2759	0.1667	0.2083	0.1676	0.1101	0.1203	0	0	0.1376	0.1575	0.9762	0.6864	0.0156	0	0.2759	0.1667	0.2083	0.1714	0.1203	0.1254	0	0	0.1364	0.1517	0.9762	0.678	0.0155	0	0.2759	0.1667	0.2083	0.1705	0.112	0.1225	0	0	reg oper account	block of flats	0.1031	Stone, brick	No	1	0	1	0	0	0	1	0	0	0	0	0	0	0	2
277,067	0	Cash loans	F	N	N	0	90,000	810,000	26,257.5	810,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-16,982	-607	-4,584	-510	7	1	1	1	1	1	0	Waiters/barmen staff	2	2	2	WEDNESDAY	11	0	0	0	0	0	Hotel	0.240068	0.312145	0.342529	0.0825	0.0274	0.9786	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0593	0	0.0125	0.084	0.0284	0.9786	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0618	0	0.0133	0.0833	0.0274	0.9786	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0604	0	0.0128	reg oper account	block of flats	0.0762	Panel	No	0	0	0	0	-354	1	0	0	0	0	0	0	1	0	0
125,318	0	Cash loans	M	Y	Y	2	211,500	2,156,400	59,431.5	1,800,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.04622	-13,567	-2,507	-3,156	-4,359	10	1	1	1	1	1	0	Laborers	4	1	1	WEDNESDAY	15	0	0	0	1	1	Business Entity Type 3	0.356323	0.702353	0.251239	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	-438	1	0	0	0	0	0	0	0	0	1
161,601	0	Cash loans	F	N	Y	0	135,000	114,430.5	11,853	103,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.025164	-23,370	365,243	-12,797	-4,228	7	1	0	0	1	0	0	Laborers	2	2	2	WEDNESDAY	15	0	0	0	0	0	XNA	0.663316	0.653201	0.764939	0.2186	0.141	0.9826	0.7552	0.1049	0.16	0.1379	0.3333	0.375	0.1091	0.1782	0.1213	0	0	0.2227	0.1463	0.9826	0.7648	0.1058	0.1611	0.1379	0.3333	0.375	0.1116	0.1947	0.1263	0	0	0.2207	0.141	0.9826	0.7585	0.1055	0.16	0.1379	0.3333	0.375	0.111	0.1813	0.1234	0	0	org spec account	block of flats	0.1527	Block	No	2	0	2	0	-770	1	0	0	0	0	0	0	0	0	4
374,611	0	Cash loans	F	Y	N	1	225,000	545,040	26,640	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	With parents	0.04622	-12,865	-325	-6,667	-1,152	11	1	1	0	1	0	0	Accountants	2	1	1	SATURDAY	13	0	0	0	0	0	Business Entity Type 3	0.493681	0.706061	0.205598	0.0619	0.0584	0.9742	0.6464	0.0013	0	0.1034	0.1667	0.2083	0.0534	0.0504	0.0473	0	0.0128	0.063	0.0606	0.9742	0.6602	0.0013	0	0.1034	0.1667	0.2083	0.0546	0.0551	0.0493	0	0.0135	0.0625	0.0584	0.9742	0.6511	0.0013	0	0.1034	0.1667	0.2083	0.0543	0.0513	0.0482	0	0.013	reg oper account	block of flats	0.04	Block	No	1	0	1	0	-1,086	0	0	1	0	0	0	0	0	0	5
299,174	0	Cash loans	F	N	Y	0	117,000	254,700	24,939	225,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-24,813	365,243	-5,557	-4,315	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	XNA	0.356323	0.592332	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	0	0	0	0	-651	1	0	0	0	0	0	0	0	0	4
330,715	0	Cash loans	F	N	Y	0	144,000	619,965	22,905	517,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.00733	-21,275	365,243	-581	-911	7	1	0	0	1	0	0	Laborers	1	2	2	FRIDAY	11	0	0	0	0	0	XNA	0.356323	0.697148	0.39622	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-342	0	1	0	0	0	0	0	0	1	2
404,295	0	Cash loans	M	Y	N	1	450,000	1,125,000	35,455.5	1,125,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019101	-10,884	-2,337	-2,943	-3,357	7	1	1	0	1	0	0	Security staff	3	2	2	THURSDAY	12	0	0	0	0	0	Security	0.186949	0.481827	0.577969	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	-1,022	1	0	0	1	0	0	0	0	0	0
337,927	0	Revolving loans	F	N	Y	0	157,500	135,000	6,750	135,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.011703	-15,339	-171	-523	-523	7	1	1	1	1	0	0	Laborers	1	2	2	WEDNESDAY	12	1	1	0	1	1	Trade: type 2	0.432339	0.47565	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	-290	0	0	0	0	0	0	0	0	0	0
182,410	0	Cash loans	F	N	Y	0	202,500	942,300	30,528	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.035792	-20,411	365,243	-10,247	-3,595	7	1	0	0	1	1	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	XNA	0.356323	0.672086	0.506484	0.1928	0.0864	0.9861	0.8096	0.0072	0.24	0.2069	0.3333	0.0417	0.0104	0.1572	0.2131	0.0039	0.0519	0.1964	0.0896	0.9861	0.8171	0.0073	0.2417	0.2069	0.3333	0.0417	0.0107	0.1717	0.222	0.0039	0.055	0.1947	0.0864	0.9861	0.8121	0.0073	0.24	0.2069	0.3333	0.0417	0.0106	0.1599	0.2169	0.0039	0.053	reg oper account	block of flats	0.1789	Block	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
264,739	0	Revolving loans	F	Y	Y	1	202,500	1,125,000	56,250	1,125,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.003818	-13,357	-453	-1,687	-1,065	10	1	1	0	1	0	0	Managers	3	2	2	FRIDAY	6	0	0	0	0	0	Military	0.361224	0.624392	0.324891	0.1443	0.1153	0.9821	0.7552	0.0544	0	0.3448	0.1667	0.2083	0	0.116	0.1331	0.0077	0.034	0.1471	0.1197	0.9821	0.7648	0.0549	0	0.3448	0.1667	0.2083	0	0.1267	0.1387	0.0078	0.036	0.1457	0.1153	0.9821	0.7585	0.0548	0	0.3448	0.1667	0.2083	0	0.118	0.1355	0.0078	0.0348	reg oper account	block of flats	0.1127	Panel	No	0	0	0	0	-106	0	0	0	0	0	0	0	0	0	0
296,675	0	Cash loans	M	Y	N	0	157,500	1,125,000	37,309.5	1,125,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-17,397	-1,717	-6,584	-928	15	1	1	0	1	1	0	Laborers	2	2	2	SATURDAY	9	0	0	0	0	0	Transport: type 4	0.798676	0.795478	0.7463	0.0619	0.0581	0.9747	0.6532	0.0065	0	0.1034	0.1667	0.2083	0.0525	0.0504	0.051	0	0	0.063	0.0603	0.9747	0.6668	0.0065	0	0.1034	0.1667	0.2083	0.0537	0.0551	0.0532	0	0	0.0625	0.0581	0.9747	0.6578	0.0065	0	0.1034	0.1667	0.2083	0.0534	0.0513	0.0519	0	0	reg oper account	block of flats	0.0437	Panel	No	0	0	0	0	-3,360	0	0	1	0	0	0	0	0	0	0
392,662	0	Cash loans	F	N	Y	1	135,000	1,655,037	45,643.5	1,381,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.00496	-14,201	-1,434	-2,492	-3,726	7	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	11	0	0	0	1	1	Self-employed	0.356323	0.583028	0.399676	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-2	1	0	0	0	0	0	0	0	0	0
201,488	0	Cash loans	M	N	N	0	180,000	526,491	19,039.5	454,500	Family	Working	Higher education	Married	House / apartment	0.072508	-11,758	-2,478	-5,790	-3,483	7	1	1	1	1	1	0	Laborers	2	1	1	FRIDAY	18	0	0	0	0	0	Other	0.356323	0.689939	0.205598	0.1381	0.1633	0.9687	0.5716	0.058	0.2	0.1724	0.2917	0.3333	0	0.1126	0.1851	0.0425	0.1513	0.1408	0.1694	0.9687	0.5884	0.0585	0.2014	0.1724	0.2917	0.3333	0	0.123	0.1929	0.0428	0.1601	0.1395	0.1633	0.9687	0.5773	0.0583	0.2	0.1724	0.2917	0.3333	0	0.1146	0.1885	0.0427	0.1544	reg oper account	block of flats	0.2102	Stone, brick	No	0	0	0	0	-834	0	0	1	0	0	0	0	14	0	0
265,825	0	Cash loans	F	N	Y	0	270,000	1,889,739	75,073.5	1,764,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.007114	-21,171	365,243	-8,738	-4,635	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	18	0	0	0	0	0	XNA	0.715023	0.262936	0.621226	0.0619	0.0714	0.9841	0.7824	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0578	0	0	0.063	0.0741	0.9841	0.7909	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0602	0	0	0.0625	0.0714	0.9841	0.7853	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0588	0	0	reg oper account	block of flats	0.0455	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
150,075	0	Cash loans	F	N	Y	0	198,000	254,700	14,350.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.035792	-23,889	365,243	-6,911	-4,013	7	1	0	0	1	0	0	Laborers	1	2	2	SATURDAY	12	0	0	0	0	0	XNA	0.356323	0.421272	0.798137	0.1485	0.0818	0.9851	0.796	0.0249	0	0.069	0.1667	0.2083	0.052	0.121	0.0691	0	0	0.1513	0.0849	0.9851	0.804	0.0251	0	0.069	0.1667	0.2083	0.0532	0.1322	0.072	0	0	0.1499	0.0818	0.9851	0.7987	0.0251	0	0.069	0.1667	0.2083	0.0529	0.1231	0.0704	0	0	reg oper account	block of flats	0.0544	Stone, brick	No	0	0	0	0	-245	1	0	0	0	0	0	0	2	0	8
345,649	0	Cash loans	F	Y	N	0	135,000	1,052,230.5	44,712	940,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-17,218	-1,649	-8,267	-761	6	1	1	0	1	0	0	Security staff	2	2	2	TUESDAY	12	0	0	0	0	0	Government	0.773985	0.492032	0.657784	0.1021	0.1004	0.9821	0.7552	0.0103	0	0.2069	0.1667	0.2083	0.0631	0.0832	0.0908	0	0	0.104	0.1042	0.9821	0.7648	0.0104	0	0.2069	0.1667	0.2083	0.0646	0.0909	0.0946	0	0	0.1031	0.1004	0.9821	0.7585	0.0104	0	0.2069	0.1667	0.2083	0.0642	0.0847	0.0925	0	0	reg oper spec account	block of flats	0.0714	Stone, brick	No	2	0	2	0	-2,408	1	0	0	0	0	0	0	0	0	3
453,173	0	Cash loans	F	N	Y	0	180,000	755,190	36,459	675,000	Unaccompanied	Pensioner	Incomplete higher	Married	House / apartment	0.003069	-19,461	365,243	-893	-3,022	7	1	0	0	1	0	0	Laborers	2	3	3	SUNDAY	10	0	0	0	0	0	XNA	0.748047	0.043711	0.659406	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1
308,372	0	Cash loans	F	N	N	0	130,500	1,546,020	44,437.5	1,350,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01885	-19,527	-5,927	-6,620	-3,063	7	1	1	1	1	1	0	Managers	2	2	2	SUNDAY	13	0	0	0	0	0	Industry: type 7	0.356323	0.667851	0.750375	0.2216	0	0.9811	0.8232	0	0.24	0.2069	0.3333	0.2083	0	0.0504	0.1432	0	0.0274	0.2258	0	0.9811	0.8301	0	0.2417	0.2069	0.3333	0.2083	0	0.0551	0.1491	0	0.029	0.2238	0	0.9811	0.8256	0	0.24	0.2069	0.3333	0.2083	0	0.0513	0.1457	0	0.028	reg oper account	block of flats	0.1712	Stone, brick	No	2	0	2	0	-1,811	1	0	0	0	1	0	0	0	0	0
260,118	0	Cash loans	F	N	Y	0	99,000	913,500	36,355.5	913,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-14,211	-484	-2,383	-4,179	7	1	1	0	1	0	0	Managers	2	2	2	FRIDAY	10	0	0	0	0	0	School	0.445399	0.494721	0.609276	0.5505	0.1624	0.9801	0.728	0.321	0.08	0.069	0.4583	0.375	0.0959	0.432	0.3944	0.0772	0.1846	0.5609	0.1685	0.9801	0.7387	0.3239	0.0806	0.069	0.4583	0.375	0.0981	0.472	0.4109	0.0778	0.1954	0.5558	0.1624	0.9801	0.7316	0.323	0.08	0.069	0.4583	0.375	0.0976	0.4395	0.4015	0.0776	0.1884	reg oper account	block of flats	0.5258	Panel	No	2	0	2	0	0	1	0	0	0	0	0	0	0	0	2
253,379	0	Cash loans	F	N	Y	0	138,150	182,448	16,861.5	157,500	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.031329	-20,618	365,243	-3,253	-474	7	1	0	0	1	0	0	Laborers	1	2	2	SUNDAY	15	0	0	0	0	0	XNA	0.691494	0.261844	0.605836	0.268	0.1615	0.995	0.9252	0.0804	0.28	0.2069	0.5833	0.4167	0.1192	0.2127	0.2896	0.027	0.0434	0.2731	0.1676	0.995	0.9281	0.0811	0.282	0.2069	0.5833	0.4167	0.1219	0.2323	0.3017	0.0272	0.0459	0.2706	0.1615	0.995	0.9262	0.0809	0.28	0.2069	0.5833	0.4167	0.1213	0.2163	0.2948	0.0272	0.0443	reg oper account	block of flats	0.2372	Stone, brick	No	2	0	2	0	-2,651	1	0	0	0	0	0	0	1	0	3
153,441	0	Cash loans	F	N	Y	2	310,500	1,046,700	53,572.5	859,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	Municipal apartment	0.020713	-18,038	-3,334	-7,800	-722	7	1	1	0	1	0	0	Core staff	3	3	2	FRIDAY	13	0	0	0	0	0	Self-employed	0.594548	0.450704	0.7463	0.1021	0.0927	0.9786	0.7076	0.0125	0	0.2069	0.1667	0.2083	0.089	0.0815	0.0889	0.0077	0.0158	0.104	0.0962	0.9786	0.719	0.0126	0	0.2069	0.1667	0.2083	0.091	0.0891	0.0926	0.0078	0.0168	0.1031	0.0927	0.9786	0.7115	0.0126	0	0.2069	0.1667	0.2083	0.0905	0.0829	0.0905	0.0078	0.0162	reg oper account	block of flats	0.0802	Panel	No	7	1	7	1	-680	1	0	0	0	0	0	0	0	0	0
253,368	0	Cash loans	F	N	N	0	360,000	2,025,000	53,419.5	2,025,000	Unaccompanied	Commercial associate	Higher education	Married	Rented apartment	0.010643	-11,740	-784	-655	-3,545	7	1	1	1	1	1	0	Laborers	2	2	2	TUESDAY	12	1	1	0	1	1	Industry: type 11	0.384141	0.696029	0.7463	0.0103	0	0.9608	0.8232	0	0	0.2069	0	0.2083	0	0.0504	0.0035	0	0.0013	0.0105	0	0.9608	0.8301	0	0	0.2069	0	0.2083	0	0.0551	0.0037	0	0.0014	0.0104	0	0.9608	0.8256	0	0	0.2069	0	0.2083	0	0.0513	0.0036	0	0.0014	reg oper account	block of flats	0.0044	Wooden	No	0	0	0	0	-599	1	0	0	0	0	0	0	0	0	0
231,831	0	Cash loans	F	N	Y	1	202,500	450,000	19,953	450,000	Spouse, partner	State servant	Higher education	Married	House / apartment	0.006233	-16,616	-6,189	-2,310	-153	7	1	1	1	1	1	0	Medicine staff	3	2	2	TUESDAY	17	0	0	0	1	1	Military	0.649194	0.678244	0.7463	0.2227	0.1632	0.9846	0.7892	0.1115	0.12	0.1034	0.3333	0.375	0.1205	0.1816	0.2204	0	0	0.2269	0.1693	0.9846	0.7975	0.1125	0.1208	0.1034	0.3333	0.375	0.1233	0.1983	0.2296	0	0	0.2248	0.1632	0.9846	0.792	0.1122	0.12	0.1034	0.3333	0.375	0.1226	0.1847	0.2244	0	0	reg oper account	block of flats	0.2497	Panel	No	12	0	12	0	-106	1	0	0	0	0	0	0	0	0	0
263,404	1	Cash loans	F	N	Y	1	103,500	467,257.5	22,855.5	328,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018029	-12,558	-1,713	-6,670	-4,001	7	1	1	0	1	0	0	Laborers	2	3	3	TUESDAY	6	0	0	0	0	0	Business Entity Type 3	0.578747	0.38736	0.353988	0.1485	0.1263	0.9826	0.762	0.0321	0.2	0.1724	0.3333	0.0417	0	0.0504	0.1818	0	0	0.1513	0.131	0.9826	0.7713	0.0324	0.2014	0.1724	0.3333	0.0417	0	0.0551	0.1894	0	0	0.1499	0.1263	0.9826	0.7652	0.0323	0.2	0.1724	0.3333	0.0417	0	0.0513	0.185	0	0	reg oper account	block of flats	0.2016	Panel	No	0	0	0	0	-583	1	0	0	0	0	0	0	0	0	5
196,022	0	Cash loans	F	N	Y	0	94,500	545,040	26,640	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.04622	-9,750	-719	-1,384	-2,061	7	1	1	0	1	0	0	Laborers	2	1	1	THURSDAY	16	1	1	0	0	0	Business Entity Type 1	0.228631	0.715994	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	4	0	0	1	0	0	0	0	0	0	0	0	0
270,481	0	Cash loans	M	Y	N	2	85,500	659,610	18,265.5	472,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009175	-10,643	-118	-4,758	-3,189	7	1	1	0	1	1	0	Drivers	4	2	2	TUESDAY	12	1	1	0	1	1	Business Entity Type 3	0.356323	0.63411	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	-480	1	0	0	0	1	0	0	0	0	0
166,022	0	Cash loans	F	N	Y	0	157,500	543,469.5	37,953	481,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.04622	-16,583	-176	-9,266	-114	7	1	1	0	1	0	0	Laborers	2	1	1	THURSDAY	11	0	0	0	0	0	Postal	0.356323	0.731512	0.413597	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	-404	1	0	0	0	0	0	1	0	0	0
344,423	0	Cash loans	F	N	N	0	135,000	180,000	14,220	180,000	Unaccompanied	Commercial associate	Incomplete higher	Civil marriage	With parents	0.002506	-8,367	-814	-2,194	-1,026	7	1	1	0	1	0	1	Laborers	2	2	2	MONDAY	11	0	0	0	0	0	Business Entity Type 3	0.165213	0.572765	0.391055	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	0	0	1	1	3
175,989	0	Cash loans	M	N	Y	2	180,000	755,190	36,459	675,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.030755	-15,567	-1,329	-2,307	-2,469	7	1	1	0	1	1	0	Drivers	3	2	2	TUESDAY	10	0	0	0	0	0	Self-employed	0.276227	0.257698	0.670652	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
232,851	0	Revolving loans	F	N	Y	0	54,000	180,000	9,000	180,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-19,271	365,243	-2,576	-2,810	7	1	0	0	1	0	0	Laborers	2	3	3	FRIDAY	7	0	0	0	0	0	XNA	0.356323	0.629838	0.782608	0.1031	0.1255	0.9886	0.8436	0	0	0.2414	0.1667	0.2083	0	0.0504	0.0966	0	0.0404	0.105	0.1303	0.9886	0.8497	0	0	0.2414	0.1667	0.2083	0	0.0551	0.1007	0	0.0428	0.1041	0.1255	0.9886	0.8457	0	0	0.2414	0.1667	0.2083	0	0.0513	0.0984	0	0.0413	reg oper account	block of flats	0.0848	Panel	No	6	0	6	0	-589	0	0	0	0	0	0	0	0	0	2
161,088	0	Cash loans	M	Y	Y	1	135,000	238,500	22,428	238,500	Unaccompanied	Working	Higher education	Married	With parents	0.026392	-9,863	-462	-7,069	-2,535	3	1	1	0	1	0	0	Drivers	3	2	2	WEDNESDAY	15	0	0	0	0	0	Trade: type 2	0.356323	0.591651	0.619528	0.6186	0.4242	0.9851	0.796	0.1618	0.72	0.6207	0.3333	0.375	0.6048	0.4858	0.7263	0.0849	0.1058	0.6303	0.4402	0.9851	0.804	0.1633	0.725	0.6207	0.3333	0.375	0.6186	0.5308	0.7567	0.0856	0.112	0.6245	0.4242	0.9851	0.7987	0.1628	0.72	0.6207	0.3333	0.375	0.6153	0.4942	0.7393	0.0854	0.108	reg oper account	block of flats	0.5943	Panel	No	1	0	1	0	-7	0	0	0	0	0	0	0	0	0	2
147,201	0	Cash loans	F	Y	Y	1	202,500	1,417,500	39,109.5	1,417,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-14,280	-1,850	-964	-977	7	1	1	0	1	0	0	High skill tech staff	3	2	1	SATURDAY	14	0	0	0	0	0	Business Entity Type 3	0.356323	0.711468	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	2	0	2	0	-2,002	1	0	0	0	0	0	0	0	0	1
178,878	0	Cash loans	M	Y	Y	0	315,000	1,354,500	88,893	1,354,500	Unaccompanied	State servant	Higher education	Married	House / apartment	0.031329	-14,773	-4,111	-7,562	-5,616	4	1	1	0	1	0	0	Core staff	2	2	2	THURSDAY	9	0	0	0	0	0	Security Ministries	0.356323	0.662528	0.493863	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,848	1	0	0	0	0	0	0	0	0	2
280,340	0	Cash loans	M	N	N	0	67,500	728,460	38,808	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.011657	-20,953	365,243	-7,134	-4,457	7	1	0	0	1	0	0	Laborers	2	1	1	SATURDAY	20	0	0	0	0	0	XNA	0.356323	0.68745	0.7463	0.033	0.05	0.9906	0.8232	0	0	0.069	0.125	0.2083	0	0.0504	0.0392	0	0.0549	0.0336	0.0519	0.9906	0.8301	0	0	0.069	0.125	0.2083	0	0.0551	0.0408	0	0.0581	0.0333	0.05	0.9906	0.8256	0	0	0.069	0.125	0.2083	0	0.0513	0.0399	0	0.056	reg oper account	block of flats	0.0427	Monolithic	No	0	0	0	0	-1,608	1	0	0	0	0	0	0	0	1	0
108,561	0	Cash loans	F	N	Y	2	90,000	755,190	32,125.5	675,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.01885	-12,569	-2,244	-4,935	-3,862	7	1	1	1	1	1	0	Medicine staff	4	2	2	TUESDAY	16	0	0	0	0	0	Medicine	0.396263	0.429144	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	13	0	13	0	0	1	0	0	0	0	0	0	0	0	1
222,117	0	Cash loans	M	N	Y	1	90,000	316,296	14,872.5	207,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.007305	-14,883	-2,543	-2,512	-4,079	7	1	1	0	1	0	0	High skill tech staff	3	3	3	MONDAY	8	1	1	0	1	1	University	0.356323	0.597039	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	-523	1	0	0	0	0	0	0	0	0	0