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SK_ID_CURR int64 100k 456k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 2 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 8	AMT_INCOME_TOTAL float64 27k 1.8M	AMT_CREDIT float64 45k 3.08M	AMT_ANNUITY float64 3.05k 225k	AMT_GOODS_PRICE float64 45k 2.93M	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 4 values	NAME_EDUCATION_TYPE stringclasses 5 values	NAME_FAMILY_STATUS stringclasses 6 values	NAME_HOUSING_TYPE stringclasses 6 values	REGION_POPULATION_RELATIVE float64 0 0.07	DAYS_BIRTH int64 -25,165 -7,680	DAYS_EMPLOYED int64 -15,943 365k	DAYS_REGISTRATION float64 -19,463 0	DAYS_ID_PUBLISH int64 -6,259 -1	OWN_CAR_AGE float64 0 65	FLAG_MOBIL int64 1 1	FLAG_EMP_PHONE int64 0 1	FLAG_WORK_PHONE int64 0 1	FLAG_CONT_MOBILE int64 0 1	FLAG_PHONE int64 0 1	FLAG_EMAIL int64 0 1	OCCUPATION_TYPE stringclasses 18 values	CNT_FAM_MEMBERS float64 1 10	REGION_RATING_CLIENT int64 1 3	REGION_RATING_CLIENT_W_CITY int64 1 3	WEEKDAY_APPR_PROCESS_START stringclasses 7 values	HOUR_APPR_PROCESS_START int64 1 23	REG_REGION_NOT_WORK_REGION int64 0 1	LIVE_REGION_NOT_WORK_REGION int64 0 1	REG_CITY_NOT_LIVE_CITY int64 0 1	REG_CITY_NOT_WORK_CITY int64 0 1	LIVE_CITY_NOT_WORK_CITY int64 0 1	ORGANIZATION_TYPE stringlengths 3 22	EXT_SOURCE_1 float64 0.03 0.94	EXT_SOURCE_2 float64 0 0.86	EXT_SOURCE_3 float64 0 0.88	APARTMENTS_AVG float64 0 1	BASEMENTAREA_AVG float64 0 1	YEARS_BEGINEXPLUATATION_AVG float64 0 1	YEARS_BUILD_AVG float64 0 1	COMMONAREA_AVG float64 0 1	ELEVATORS_AVG float64 0 1	ENTRANCES_AVG float64 0 1	FLOORSMAX_AVG float64 0 1	FLOORSMIN_AVG float64 0 1	LANDAREA_AVG float64 0 1	LIVINGAPARTMENTS_AVG float64 0 1	LIVINGAREA_AVG float64 0 1	NONLIVINGAPARTMENTS_AVG float64 0 1	NONLIVINGAREA_AVG float64 0 1	APARTMENTS_MODE float64 0 1	BASEMENTAREA_MODE float64 0 1	YEARS_BEGINEXPLUATATION_MODE float64 0 1	YEARS_BUILD_MODE float64 0 1	COMMONAREA_MODE float64 0 1	ELEVATORS_MODE float64 0 1	ENTRANCES_MODE float64 0 1	FLOORSMAX_MODE float64 0 1	FLOORSMIN_MODE float64 0 1	LANDAREA_MODE float64 0 1	LIVINGAPARTMENTS_MODE float64 0 1	LIVINGAREA_MODE float64 0 1	NONLIVINGAPARTMENTS_MODE float64 0 1	NONLIVINGAREA_MODE float64 0 1	APARTMENTS_MEDI float64 0 1	BASEMENTAREA_MEDI float64 0 1	YEARS_BEGINEXPLUATATION_MEDI float64 0 1	YEARS_BUILD_MEDI float64 0 1	COMMONAREA_MEDI float64 0 1	ELEVATORS_MEDI float64 0 1	ENTRANCES_MEDI float64 0 1	FLOORSMAX_MEDI float64 0 1	FLOORSMIN_MEDI float64 0 1	LANDAREA_MEDI float64 0 1	LIVINGAPARTMENTS_MEDI float64 0 1	LIVINGAREA_MEDI float64 0 1	NONLIVINGAPARTMENTS_MEDI float64 0 1	NONLIVINGAREA_MEDI float64 0 1	FONDKAPREMONT_MODE stringclasses 4 values	HOUSETYPE_MODE stringclasses 3 values	TOTALAREA_MODE float64 0 1	WALLSMATERIAL_MODE stringclasses 7 values	EMERGENCYSTATE_MODE stringclasses 2 values	OBS_30_CNT_SOCIAL_CIRCLE float64 0 26	DEF_30_CNT_SOCIAL_CIRCLE float64 0 4	OBS_60_CNT_SOCIAL_CIRCLE float64 0 26	DEF_60_CNT_SOCIAL_CIRCLE float64 0 4	DAYS_LAST_PHONE_CHANGE float64 -3,791 0	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_5 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_16 int64 0 1	AMT_REQ_CREDIT_BUREAU_HOUR float64 0 4	AMT_REQ_CREDIT_BUREAU_DAY float64 0 4	AMT_REQ_CREDIT_BUREAU_WEEK float64 0 4	AMT_REQ_CREDIT_BUREAU_MON float64 0 17	AMT_REQ_CREDIT_BUREAU_QRT float64 0 6	AMT_REQ_CREDIT_BUREAU_YEAR float64 0 9
384,932	0	Cash loans	M	N	Y	0	126,000	260,640	28,197	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-19,423	-1,056	-9,362	-2,217	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	13	0	0	0	0	0	Other	0.356323	0.255616	0.597192	0.099	0.0889	0.9762	0.6736	0.0112	0	0.2069	0.1667	0.0417	0.0559	0.0639	0.0768	0.0772	0.1631	0.1008	0.0923	0.9762	0.6864	0.0113	0	0.2069	0.1667	0.0417	0.0572	0.0698	0.08	0.0778	0.1726	0.0999	0.0889	0.9762	0.678	0.0113	0	0.2069	0.1667	0.0417	0.0569	0.065	0.0782	0.0776	0.1665	reg oper account	block of flats	0.0959	Stone, brick	No	13	0	13	0	-1,040	1	0	0	0	0	0	0	1	0	0	3
197,310	0	Cash loans	M	Y	N	0	180,000	441,000	32,089.5	441,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.028663	-13,581	-1,780	-7,393	-4,384	18	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	10	0	0	0	1	1	Business Entity Type 3	0.356323	0.346243	0.273565	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	-1,895	1	0	0	0	0	0	0	0	1	0	4
390,439	0	Cash loans	F	N	Y	0	72,000	553,806	23,593.5	495,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.025164	-16,457	-3,217	-7,985	-9	7	1	1	1	1	1	0	Laborers	2	2	2	SATURDAY	9	0	0	0	0	0	Self-employed	0.356323	0.668471	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	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	2
456,161	0	Cash loans	F	N	N	0	270,000	1,262,583	40,860	1,102,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.025164	-15,164	-4,678	-325	-4,267	7	1	1	1	1	1	0	Laborers	1	2	2	FRIDAY	16	0	0	0	0	0	Other	0.662429	0.645418	0.51009	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	12	0	12	0	-1,469	1	0	0	0	0	0	0	0	0	0	6
213,366	0	Cash loans	M	Y	Y	0	112,500	149,256	17,010	135,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.00702	-11,808	-774	-4,495	-4,173	17	1	1	1	1	1	0	Laborers	2	2	2	TUESDAY	14	1	1	0	1	1	Business Entity Type 3	0.153592	0.561923	0.520898	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	-237	1	0	0	0	0	0	0	1	0	0	6
253,749	0	Cash loans	F	N	Y	1	328,500	1,288,350	37,800	1,125,000	Family	State servant	Secondary / secondary special	Married	House / apartment	0.032561	-15,988	-1,745	-10,134	-5,495	7	1	1	0	1	0	0	Laborers	3	1	1	WEDNESDAY	11	0	0	0	0	0	Postal	0.356323	0.666092	0.636376	1	0.4874	0.9821	0.7552	0.1607	1	1	0.3333	0.375	0.3325	0.8691	0.8828	0	0	1	0.5058	0.9821	0.7648	0.1622	1	1	0.3333	0.375	0.3401	0.9495	0.7423	0	0	1	0.4874	0.9821	0.7585	0.1617	1	1	0.3333	0.375	0.3383	0.8842	0.8986	0	0	reg oper account	block of flats	0.8274	Panel	No	0	0	0	0	-355	1	0	0	0	0	0	0	0	0	0	2
349,699	0	Cash loans	F	N	Y	0	135,000	545,040	20,677.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-19,128	-251	-6,920	-2,673	7	1	1	1	1	1	0	Sales staff	2	2	2	TUESDAY	17	0	0	0	0	0	Self-employed	0.356323	0.571759	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	-26	1	0	0	0	0	0	0	0	0	0	0
227,457	0	Cash loans	M	Y	Y	0	112,500	521,280	28,408.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-12,291	-223	-10,075	-1,619	3	1	1	0	1	0	0	Security staff	2	2	2	MONDAY	9	1	1	0	1	1	Security	0.356323	0.558448	0.206779	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1
249,108	0	Cash loans	F	N	Y	0	103,500	376,920	19,372.5	270,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.018801	-10,762	-3,544	-1,619	-2,673	7	1	1	0	1	0	0	Medicine staff	2	2	2	WEDNESDAY	8	0	0	0	0	0	Medicine	0.356323	0.153983	0.652897	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	-294	1	0	0	0	0	0	0	0	1	0	0
369,896	0	Cash loans	M	N	Y	0	180,000	229,500	12,447	229,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010966	-9,616	-545	-5,201	-2,289	7	1	1	0	1	1	1	Sales staff	1	2	2	SUNDAY	23	1	1	0	1	1	Business Entity Type 3	0.270586	0.619074	0.520898	0.0722	0.0223	0.9771	0.8232	0	0	0.1379	0.1667	0.2083	0.0479	0.0504	0.0624	0	0.0394	0.0735	0.0231	0.9772	0.8301	0	0	0.1379	0.1667	0.2083	0.049	0.0551	0.065	0	0.0417	0.0729	0.0223	0.9771	0.8256	0	0	0.1379	0.1667	0.2083	0.0487	0.0513	0.0635	0	0.0402	reg oper account	block of flats	0.0625	Stone, brick	No	0	0	0	0	-728	1	0	0	0	0	0	0	0	1	2	4
338,944	1	Cash loans	M	N	Y	0	157,500	781,920	42,547.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.0228	-12,913	-303	-5,141	-2,674	7	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	9	0	0	0	0	0	Business Entity Type 3	0.027853	0.431117	0.7463	0.2649	0.0552	0.9796	0.7212	0.0201	0.08	0.069	0.3333	0.0417	0.2424	0.216	0.1239	0.0116	0.0323	0.27	0.0573	0.9796	0.7321	0.0203	0.0806	0.069	0.3333	0.0417	0.248	0.236	0.1291	0.0117	0.0342	0.2675	0.0552	0.9796	0.7249	0.0202	0.08	0.069	0.3333	0.0417	0.2467	0.2198	0.1262	0.0116	0.033	reg oper account	block of flats	0.1155	Stone, brick	No	0	0	0	0	-542	1	0	0	0	0	0	0	0	1	0	3
286,337	0	Cash loans	M	N	N	0	67,500	152,820	8,901	135,000	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.006629	-23,678	365,243	-10,946	-4,737	7	1	0	0	1	0	0	Laborers	1	2	2	WEDNESDAY	8	0	0	0	0	0	XNA	0.356323	0.564537	0.493863	0.0596	0	0.9747	0.83	0.0519	0.03	0.1103	0.1388	0.0417	0.0286	0.0706	0.0718	0.0116	0.0326	0.084	0	0.9513	0.7909	0.0524	0	0.1379	0.1667	0.0417	0	0.0771	0.0023	0.0117	0	0.0833	0	0.9841	0.792	0.0523	0	0.1379	0.1667	0.0417	0.0177	0.0718	0.0867	0.0116	0	reg oper account	block of flats	0.1898	Panel	No	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
318,939	0	Cash loans	F	N	Y	0	135,000	112,500	11,812.5	112,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.025164	-10,764	-2,254	-4,367	-3,423	7	1	1	0	1	0	0	HR staff	1	2	2	THURSDAY	15	0	0	1	1	1	Business Entity Type 3	0.356323	0.41483	0.517297	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	-1,780	1	0	0	0	0	0	0	0	0	0	1
370,176	0	Cash loans	M	N	Y	1	135,000	479,637	18,211.5	396,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018801	-17,030	365,243	-2,048	-579	7	1	0	0	1	0	0	Laborers	3	2	2	SATURDAY	13	0	0	0	0	0	XNA	0.356323	0.203906	0.394495	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	0	1	0	0	0	0	0	0	0	0	0	6
213,388	0	Revolving loans	F	Y	Y	2	112,500	337,500	16,875	337,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.015221	-14,392	-1,140	-4,068	-5,297	11	1	1	0	1	0	0	Accountants	4	2	2	WEDNESDAY	14	0	0	0	0	0	Self-employed	0.912032	0.728262	0.78988	0.133	0.1519	0.9816	0.7484	0.1175	0	0.2759	0.1667	0.2083	0.0632	0.1084	0.1157	0	0	0.1355	0.1576	0.9816	0.7583	0.1186	0	0.2759	0.1667	0.2083	0.0646	0.1185	0.1205	0	0	0.1343	0.1519	0.9816	0.7518	0.1183	0	0.2759	0.1667	0.2083	0.0643	0.1103	0.1178	0	0	reg oper account	block of flats	0.1552	Stone, brick	No	0	0	0	0	-941	0	0	0	0	0	0	0	0	1	0	0
173,110	0	Cash loans	F	N	Y	0	47,250	178,290	17,496	157,500	Family	Pensioner	Secondary / secondary special	Widow	House / apartment	0.008068	-22,855	365,243	-8,726	-4,549	7	1	0	0	1	0	0	Laborers	1	3	3	TUESDAY	11	0	0	0	0	0	XNA	0.356323	0.199721	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	5	0	5	0	0	1	0	0	0	0	0	0	0	0	0	0
137,938	0	Cash loans	F	N	N	0	202,500	314,100	16,573.5	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	Municipal apartment	0.018029	-8,811	-286	-6,771	-1,479	7	1	1	0	1	0	0	Accountants	1	3	2	THURSDAY	9	0	0	0	0	0	Construction	0.23002	0.430227	0.272134	0.0082	0	0.9727	0.8232	0	0	0.1379	0	0.2083	0	0.0504	0.0039	0	0	0.0084	0	0.9727	0.8301	0	0	0.1379	0	0.2083	0	0.0551	0.0041	0	0	0.0083	0	0.9727	0.8256	0	0	0.1379	0	0.2083	0	0.0513	0.004	0	0	reg oper account	block of flats	0.0058	Wooden	Yes	4	0	4	0	-321	1	0	0	0	0	0	0	0	0	2	4
199,427	0	Cash loans	M	Y	Y	0	315,000	300,960	21,897	225,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.003818	-8,789	-2,121	-3,667	-1,237	10	1	1	1	1	1	1	Laborers	2	2	2	WEDNESDAY	3	0	0	0	0	0	Government	0.582402	0.645664	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	-1,588	1	0	0	0	0	0	0	0	0	0	0
416,550	0	Cash loans	F	N	Y	0	202,500	450,000	25,128	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.011703	-16,117	-7,053	-8,224	-4,599	7	1	1	0	1	1	1	High skill tech staff	2	2	2	WEDNESDAY	16	0	0	0	0	0	Business Entity Type 2	0.886796	0.412655	0.394495	0.1113	0.0466	0.9836	0.7756	0.026	0.12	0.1034	0.3333	0.375	0.0569	0.0908	0.1127	0	0.0025	0.1134	0.0484	0.9836	0.7844	0.0262	0.1208	0.1034	0.3333	0.375	0.0582	0.0992	0.1174	0	0.0027	0.1124	0.0466	0.9836	0.7786	0.0261	0.12	0.1034	0.3333	0.375	0.0578	0.0923	0.1147	0	0.0026	reg oper account	block of flats	0.0894	Panel	No	0	0	0	0	-1,228	1	0	0	0	0	0	0	0	1	0	2
217,259	0	Revolving loans	F	N	Y	0	225,000	247,500	12,375	247,500	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.026392	-19,395	-12,464	-7,400	-2,951	7	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	16	0	0	0	0	0	Business Entity Type 2	0.356323	0.690169	0.472253	0.2381	0.1263	0.9896	0.8572	0.1371	0.24	0.2069	0.375	0.4167	0.0957	0.1891	0.2744	0.0232	0.0194	0.2426	0.1311	0.9896	0.8628	0.1383	0.2417	0.2069	0.375	0.4167	0.0978	0.2066	0.2859	0.0233	0.0205	0.2405	0.1263	0.9896	0.8591	0.138	0.24	0.2069	0.375	0.4167	0.0973	0.1924	0.2793	0.0233	0.0198	reg oper account	block of flats	0.2189	Panel	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
336,090	0	Cash loans	M	Y	Y	0	225,000	675,000	41,427	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.026392	-18,936	-3,276	-1,414	-2,417	2	1	1	0	1	1	0	Laborers	2	2	2	WEDNESDAY	18	0	0	0	0	0	Transport: type 1	0.356323	0.657912	0.78988	0.2598	0	0.9841	0.8232	0	0.28	0.2414	0.3333	0.2083	0	0.0504	0.2807	0	0	0.2647	0	0.9841	0.8301	0	0.282	0.2414	0.3333	0.2083	0	0.0551	0.2925	0	0	0.2623	0	0.9841	0.8256	0	0.28	0.2414	0.3333	0.2083	0	0.0513	0.2858	0	0	reg oper account	block of flats	0.2631	Panel	No	3	0	3	0	-1,268	1	0	0	0	0	0	0	0	0	0	2
321,538	0	Cash loans	F	N	Y	0	153,000	398,016	22,351.5	360,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.010032	-23,734	365,243	-9,908	-4,104	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	5	0	0	0	0	0	XNA	0.356323	0.484885	0.762336	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	-1,063	1	0	0	0	0	0	0	0	0	0	2
244,615	0	Cash loans	F	N	Y	1	135,000	594,121.5	28,710	472,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.031329	-14,390	-4,433	-8,392	-562	7	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	11	0	0	0	0	0	Business Entity Type 3	0.288025	0.673155	0.7463	0.2227	0.1381	0.9811	0.7416	0.1179	0.24	0.2069	0.3333	0.375	0.1462	0.1816	0.2231	0	0	0.2269	0.1433	0.9811	0.7517	0.1189	0.2417	0.2069	0.3333	0.375	0.1496	0.1983	0.2324	0	0	0.2248	0.1381	0.9811	0.7451	0.1186	0.24	0.2069	0.3333	0.375	0.1488	0.1847	0.2271	0	0	reg oper account	block of flats	0.1755	Panel	No	1	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0
445,379	0	Revolving loans	M	Y	Y	0	225,000	585,000	29,250	585,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.018209	-13,545	-1,684	-230	-4,290	2	1	1	0	1	1	0	Laborers	2	3	3	MONDAY	13	0	0	0	0	0	Business Entity Type 3	0.427782	0.468527	0.42413	0.099	0	0.995	0.8232	0	0.16	0.1379	0.2083	0.2083	0	0.0504	0	0	0	0.1008	0	0.995	0.8301	0	0.1611	0.1379	0.2083	0.2083	0	0.0551	0	0	0	0.0999	0	0.995	0.8256	0	0.16	0.1379	0.2083	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.1473	Panel	No	1	0	1	0	-1,102	0	1	0	0	0	0	0	0	0	2	7
322,588	1	Cash loans	F	Y	N	0	162,000	677,664	28,485	585,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-12,355	-897	-583	-583	9	1	1	1	1	1	1	High skill tech staff	2	2	2	SUNDAY	16	0	0	0	0	0	Business Entity Type 3	0.407042	0.459678	0.143758	0.0742	0	0.9742	0.6464	0.0125	0	0.1379	0.1667	0.2083	0.1057	0.0546	0.0525	0.027	0.0376	0.0756	0	0.9742	0.6602	0.0126	0	0.1379	0.1667	0.2083	0.1081	0.0597	0.0547	0.0272	0.0398	0.0749	0	0.9742	0.6511	0.0125	0	0.1379	0.1667	0.2083	0.1076	0.0556	0.0535	0.0272	0.0383	not specified	block of flats	0.0563	Stone, brick	No	0	0	0	0	-310	1	0	0	0	0	0	0	0	0	0	3
347,300	0	Cash loans	F	N	N	1	90,000	1,078,200	34,911	900,000	Family	Commercial associate	Higher education	Married	Office apartment	0.008068	-10,483	-1,283	-220	-2,474	7	1	1	0	1	0	0	Accountants	3	3	3	THURSDAY	10	0	0	0	0	0	Business Entity Type 2	0.347882	0.320558	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	-1,436	1	0	0	0	0	0	0	0	0	0	0
117,658	0	Cash loans	M	Y	Y	0	292,500	675,000	70,879.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.030755	-20,018	-5,255	-4,781	-3,048	6	1	1	1	1	1	0	Managers	2	2	2	FRIDAY	11	0	0	0	0	0	Business Entity Type 3	0.772579	0.768406	0.344155	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	-2,631	1	0	0	0	0	0	0	0	0	0	2
263,649	0	Cash loans	F	N	N	0	58,500	217,602	15,142.5	198,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	Municipal apartment	0.031329	-24,833	365,243	-4,938	-4,387	7	1	0	0	1	1	0	Laborers	2	2	2	SATURDAY	9	0	0	0	0	0	XNA	0.356323	0.171377	0.736623	0.033	0.0301	0.9727	0.626	0.0229	0	0.069	0.125	0.1667	0.0322	0.0269	0.0252	0	0	0.0336	0.0312	0.9727	0.6406	0.0232	0	0.069	0.125	0.1667	0.0329	0.0294	0.0263	0	0	0.0333	0.0301	0.9727	0.631	0.0231	0	0.069	0.125	0.1667	0.0328	0.0274	0.0257	0	0	reg oper account	block of flats	0.0198	Stone, brick	No	2	0	2	0	-91	0	0	1	0	0	0	0	0	0	2	1
326,358	0	Cash loans	M	Y	Y	1	225,000	1,006,920	40,063.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019101	-19,230	-1,435	-8,083	-2,416	35	1	1	0	1	1	0	Drivers	3	2	2	WEDNESDAY	15	1	1	0	1	1	Construction	0.356323	0.598637	0.567379	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
153,436	0	Cash loans	F	Y	Y	1	225,000	728,460	44,694	675,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.04622	-13,379	-4,177	-7,129	-4,203	7	1	1	0	1	0	0	Laborers	3	1	1	SATURDAY	13	0	0	0	0	0	Business Entity Type 3	0.794375	0.709399	0.622922	0.2175	0	0.9801	0.8232	0	0.16	0.1379	0.3333	0.2083	0.1093	0.0504	0.1715	0	0.062	0.2216	0	0.9801	0.8301	0	0.1611	0.1379	0.3333	0.2083	0.1118	0.0551	0.1787	0	0.0657	0.2196	0	0.9801	0.8256	0	0.16	0.1379	0.3333	0.2083	0.1112	0.0513	0.1746	0	0.0633	reg oper account	block of flats	0.2291	Stone, brick	No	1	0	1	0	-1,785	1	0	0	0	0	0	0	0	0	0	3
206,373	0	Cash loans	M	N	N	0	144,000	553,806	26,770.5	495,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.002134	-19,680	-1,422	-6,028	-2,946	7	1	1	0	1	0	0	Laborers	2	3	3	WEDNESDAY	9	0	0	0	0	0	Business Entity Type 2	0.356323	0.494038	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	3	2	3	2	-639	1	0	0	0	0	0	0	0	0	1	3
430,382	1	Cash loans	F	Y	N	1	112,500	1,078,200	31,653	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	Municipal apartment	0.031329	-18,020	-4,598	-4,557	-1,552	9	1	1	0	1	0	0	Medicine staff	3	2	2	MONDAY	13	0	0	0	0	0	Medicine	0.356323	0.262258	0.610991	0.066	0.0838	0.9767	0.6804	0.0079	0	0.1379	0.1667	0.2083	0.0628	0.0538	0.0628	0	0.0146	0.0672	0.087	0.9767	0.6929	0.0079	0	0.1379	0.1667	0.2083	0.0643	0.0588	0.0654	0	0.0155	0.0666	0.0838	0.9767	0.6847	0.0079	0	0.1379	0.1667	0.2083	0.0639	0.0547	0.0639	0	0.0149	reg oper account	block of flats	0.0568	Stone, brick	No	4	1	4	1	-1,805	1	0	0	0	0	0	0	0	0	0	0
128,500	0	Cash loans	F	N	N	0	81,000	225,000	12,915	225,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	Municipal apartment	0.00733	-9,404	-897	-7,825	-2,065	7	1	1	0	1	0	0	Laborers	1	2	2	MONDAY	9	0	0	0	0	0	Business Entity Type 3	0.325804	0.667729	0.558507	0.2546	0.0011	0.9841	0.8232	0	0.08	0.0345	0.3333	0.0417	0.0949	0.0504	0.1236	0	0.0031	0.2595	0.0012	0.9841	0.8301	0	0.0806	0.0345	0.3333	0.0417	0.0971	0.0551	0.1288	0	0.0033	0.2571	0.0011	0.9841	0.8256	0	0.08	0.0345	0.3333	0.0417	0.0966	0.0513	0.1258	0	0.0032	reg oper account	specific housing	0.1134	Stone, brick	No	0	0	0	0	-463	1	0	0	0	0	0	0	0	0	1	0
106,289	0	Cash loans	F	N	Y	0	33,300	359,685	15,237	310,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.031329	-20,974	365,243	-11,181	-126	7	1	0	0	1	1	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	XNA	0.356323	0.26652	0.7463	0.0309	0.0003	0.9771	0.6872	0.0032	0	0.1034	0.0833	0	0	0.0252	0.0254	0	0	0.0315	0.0003	0.9772	0.6994	0.0033	0	0.1034	0.0833	0	0	0.0275	0.0265	0	0	0.0312	0.0003	0.9771	0.6914	0.0033	0	0.1034	0.0833	0	0	0.0257	0.0259	0	0	reg oper account	block of flats	0.0218	Stone, brick	No	0	0	0	0	-460	1	0	0	0	0	0	0	0	0	0	0
421,375	0	Cash loans	F	N	N	0	270,000	462,195	20,488.5	351,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.00702	-20,646	365,243	-8,269	-4,125	7	1	0	0	1	1	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	XNA	0.356323	0.540575	0.450747	0.0247	0.0756	0.9856	0.8028	0	0	0.1379	0.0833	0.125	0	0.0202	0.0301	0	0.0148	0.0252	0.0785	0.9856	0.8105	0	0	0.1379	0.0833	0.125	0	0.022	0.0314	0	0.0156	0.025	0.0756	0.9856	0.8054	0	0	0.1379	0.0833	0.125	0	0.0205	0.0306	0	0.0151	not specified	block of flats	0.0269	Panel	No	0	0	0	0	-400	1	0	0	0	0	0	0	0	0	0	9
229,240	0	Cash loans	F	N	Y	0	135,000	175,500	17,487	175,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00712	-24,182	-619	-4,752	-4,340	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	15	0	0	0	0	0	Other	0.356323	0.596487	0.832785	0.0371	0	1	1	0	0	0.1034	0.0833	0.0417	0	0.0504	0.0284	0	0	0.0378	0	1	1	0	0	0.1034	0.0833	0.0417	0	0.0551	0.0296	0	0	0.0375	0	1	1	0	0	0.1034	0.0833	0.0417	0	0.0513	0.0289	0	0	reg oper spec account	block of flats	0.029	Block	No	3	1	3	1	-763	1	0	0	0	0	0	0	0	0	0	0
120,013	1	Cash loans	M	Y	Y	3	157,500	551,079	30,024	418,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.022625	-13,389	-475	-197	-3,621	12	1	1	0	1	0	0	Laborers	5	2	2	FRIDAY	11	0	0	1	1	0	School	0.356323	0.053896	0.317032	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	-476	0	0	0	1	0	0	0	0	0	0	5
376,584	0	Revolving loans	F	Y	N	0	112,500	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.01885	-9,681	-525	-2,877	-2,340	1	1	1	0	1	0	0	Laborers	1	2	2	WEDNESDAY	16	0	0	1	1	0	Self-employed	0.263051	0.544581	0.565608	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	0	0	0	0	0	0	1	0	0	0	0
348,175	0	Cash loans	F	N	Y	0	175,500	279,000	13,059	279,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.015221	-10,985	-142	-6,483	-1,937	7	1	1	0	1	0	0	Core staff	2	2	2	WEDNESDAY	12	0	0	0	0	0	Self-employed	0.356323	0.709142	0.497469	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	1	4	0	-1,392	1	0	0	0	0	0	0	0	1	0	3
218,016	0	Cash loans	F	Y	Y	0	144,000	338,832	23,710.5	292,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.019689	-23,290	-1,162	-16,132	-4,859	64	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	15	0	0	0	0	0	Business Entity Type 3	0.356323	0.172498	0.490258	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	-1,816	1	0	0	0	0	0	0	0	0	0	1
310,955	0	Cash loans	F	N	N	2	67,500	130,365	9,616.5	99,000	Unaccompanied	State servant	Higher education	Married	With parents	0.00712	-12,589	-1,131	-3,133	-4,727	7	1	1	0	1	0	1	Core staff	4	2	2	MONDAY	10	0	0	0	0	0	Kindergarten	0.621697	0.006974	0.64962	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	4	0	4	0	-2,759	1	0	0	0	0	0	0	0	1	0	1
428,658	0	Revolving loans	F	N	Y	2	135,000	337,500	16,875	337,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010556	-9,947	-2,236	-790	-2,605	7	1	1	0	1	0	0	Managers	4	3	3	THURSDAY	10	0	0	0	0	0	Trade: type 3	0.330043	0.490857	0.389339	0.0577	0.067	0.9806	0.7348	0.0277	0	0.1379	0.1667	0.2083	0.1012	0.0471	0.0526	0	0.0697	0.0588	0.0695	0.9806	0.7452	0.028	0	0.1379	0.1667	0.2083	0.1035	0.0514	0.0548	0	0.0738	0.0583	0.067	0.9806	0.7383	0.0279	0	0.1379	0.1667	0.2083	0.103	0.0479	0.0535	0	0.0711	reg oper account	block of flats	0.0565	Stone, brick	No	2	1	2	1	-1,861	0	0	0	0	0	0	0	1	0	0	4
278,830	1	Cash loans	F	N	Y	0	90,000	891,072	37,881	720,000	Family	Pensioner	Secondary / secondary special	Married	Municipal apartment	0.009549	-20,040	365,243	-274	-3,408	7	1	0	0	1	1	0	Laborers	2	2	2	WEDNESDAY	11	0	0	0	0	0	XNA	0.356323	0.576592	0.822499	0.0814	0.0654	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0.0704	0	0.001	0.083	0.0679	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0.0734	0	0.001	0.0822	0.0654	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0.0717	0	0.001	reg oper account	block of flats	0.0556	Panel	No	2	1	2	0	-1,011	1	0	0	0	0	0	0	0	0	0	7
231,572	0	Cash loans	M	N	Y	0	126,000	472,500	22,860	472,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-10,129	-1,453	-687	-2,669	7	1	1	1	1	0	0	Laborers	2	2	2	WEDNESDAY	9	0	0	0	0	0	Business Entity Type 3	0.160805	0.368612	0.434733	0.1134	0.0413	0.9791	0.7144	0.0123	0	0.2069	0.1667	0.2083	0.0746	0.0916	0.1017	0.0039	0.0365	0.1155	0.0428	0.9791	0.7256	0.0124	0	0.2069	0.1667	0.2083	0.0763	0.1001	0.106	0.0039	0.0386	0.1145	0.0413	0.9791	0.7182	0.0123	0	0.2069	0.1667	0.2083	0.0759	0.0932	0.1036	0.0039	0.0373	reg oper account	block of flats	0.0947	Stone, brick	No	17	1	17	0	0	1	0	0	0	0	0	0	0	0	0	2
280,314	0	Cash loans	M	N	N	0	229,500	967,500	64,917	967,500	Family	State servant	Secondary / secondary special	Married	House / apartment	0.014464	-13,428	-5,977	-1,069	-1,326	7	1	1	1	1	1	0	Core staff	2	2	2	SATURDAY	12	0	0	0	1	1	Police	0.308517	0.421107	0.353988	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	-1,724	1	0	0	0	0	0	0	1	0	0	2
451,023	0	Cash loans	F	N	Y	0	180,000	1,195,587	35,086.5	1,044,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.009175	-19,082	-3,607	-1,147	-2,587	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	18	0	0	0	1	1	Industry: type 12	0.542004	0.751065	0.7463	0.1	0.1397	0.9831	0.7688	0.0176	0	0.2759	0.1667	0.2083	0.12	0.0807	0.0941	0.0039	0.0298	0.1019	0.145	0.9831	0.7779	0.0178	0	0.2759	0.1667	0.2083	0.1228	0.0882	0.098	0.0039	0.0315	0.101	0.1397	0.9831	0.7719	0.0177	0	0.2759	0.1667	0.2083	0.1221	0.0821	0.0958	0.0039	0.0304	reg oper account	block of flats	0.0901	Stone, brick	No	0	0	0	0	-1,291	1	0	0	0	0	0	0	0	0	0	5
190,180	0	Cash loans	F	Y	Y	3	90,000	592,560	26,230.5	450,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.019689	-10,849	-261	-3,053	-3,456	0	1	1	0	1	1	0	Sales staff	5	2	2	TUESDAY	13	0	0	0	0	0	Self-employed	0.356323	0.64233	0.209155	0.0742	0	0.9826	0.8232	0	0.08	0.069	0.3333	0.2083	0.0736	0.0504	0.0768	0	0	0.0756	0	0.9826	0.8301	0	0.0806	0.069	0.3333	0.2083	0.0753	0.0551	0.08	0	0	0.0749	0	0.9826	0.8256	0	0.08	0.069	0.3333	0.2083	0.0749	0.0513	0.0781	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-925	1	0	0	0	0	0	0	0	1	0	1
147,684	0	Cash loans	F	N	N	0	315,000	808,650	23,305.5	675,000	Family	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.00702	-21,779	365,243	-297	-4,906	7	1	0	0	1	0	0	Laborers	1	2	2	TUESDAY	10	0	0	0	0	0	XNA	0.356323	0.724214	0.609276	0.1376	0	0.9995	0.9932	0.0184	0.1416	0.0969	0.3517	0.4062	0.3956	0.1286	0.1163	1	0.074	0.0756	0	0.9995	0.9935	0.0186	0.0806	0.069	0.3333	0.4167	0.5993	0.1983	0.1688	0	0.0683	0.0937	0	0.9995	0.9933	0.0186	0.12	0.069	0.3333	0.4167	0.5961	0.1385	0.1195	0.0194	0.049	reg oper account	block of flats	0.188	Monolithic	No	1	0	1	0	-2,555	0	0	1	0	0	0	0	0	0	0	1
425,378	0	Revolving loans	M	Y	Y	0	225,000	270,000	13,500	405,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.00733	-16,490	-3,405	-8,268	-1	20	1	1	0	1	0	0	Managers	2	2	2	TUESDAY	15	0	0	0	0	0	Police	0.356323	0.47667	0.7463	0.1485	0.1099	0.9806	0.8232	0.0337	0.16	0.1379	0.3333	0.2083	0.0845	0.121	0.16	0	0.0023	0.1513	0.1141	0.9806	0.8301	0.034	0.1611	0.1379	0.3333	0.2083	0.0864	0.1322	0.1667	0	0.0024	0.1499	0.1099	0.9806	0.8256	0.0339	0.16	0.1379	0.3333	0.2083	0.086	0.1231	0.1629	0	0.0023	reg oper account	block of flats	0.1636	Panel	No	4	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0
156,064	0	Cash loans	F	N	N	1	202,500	527,373	33,831	477,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.019689	-13,939	-134	-8,094	-4,601	7	1	1	0	1	0	0	Laborers	2	2	2	SUNDAY	11	0	0	0	0	0	Government	0.356323	0.297869	0.667458	0.0722	0.0809	0.9767	0.6804	0.011	0	0.1379	0.1667	0.2083	0.0452	0.0588	0.0631	0	0	0.0735	0.084	0.9767	0.6929	0.0111	0	0.1379	0.1667	0.2083	0.0462	0.0643	0.0657	0	0	0.0729	0.0809	0.9767	0.6847	0.0111	0	0.1379	0.1667	0.2083	0.046	0.0599	0.0642	0	0	reg oper account	block of flats	0.0556	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	3
258,530	0	Cash loans	F	N	N	0	225,000	301,500	11,493	301,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0228	-22,114	-3,273	-608	-3,312	7	1	1	0	1	0	0	Cleaning staff	2	2	2	TUESDAY	15	0	0	0	0	0	Self-employed	0.356323	0.672597	0.590233	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	-971	1	0	0	0	0	0	0	0	0	0	1
115,300	0	Cash loans	M	Y	N	0	135,000	139,500	7,249.5	139,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.028663	-23,317	365,243	-9,321	-4,741	15	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	9	0	0	0	0	0	XNA	0.356323	0.622801	0.706205	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-3,091	1	0	0	0	0	0	0	0	0	0	6
369,018	0	Cash loans	F	N	Y	1	180,000	528,633	22,527	472,500	Spouse, partner	Working	Secondary / secondary special	Single / not married	House / apartment	0.035792	-14,393	-5,524	-8,094	-4,719	7	1	1	0	1	0	0	Cooking staff	2	2	2	FRIDAY	11	0	0	0	0	0	Restaurant	0.489633	0.628486	0.7463	0.0557	0.0727	0.9891	0.8504	0.0321	0	0.1379	0.1667	0.2083	0.0498	0.0437	0.0601	0.0077	0.0112	0.0567	0.0755	0.9891	0.8563	0.0324	0	0.1379	0.1667	0.2083	0.0509	0.0478	0.0626	0.0078	0.0119	0.0562	0.0727	0.9891	0.8524	0.0323	0	0.1379	0.1667	0.2083	0.0507	0.0445	0.0612	0.0078	0.0114	reg oper account	block of flats	0.0497	Stone, brick	No	0	0	0	0	-574	1	0	0	0	0	0	0	0	0	0	1
160,069	0	Cash loans	M	Y	Y	0	157,500	815,733	29,430	688,500	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-19,656	-1,460	-355	-3,157	28	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	14	0	0	0	0	0	Government	0.419098	0.274215	0.7463	0.032	0.0308	0.9861	0.8096	0.0514	0	0.069	0.1667	0.2083	0.0224	0.0261	0.0297	0	0	0.0326	0.032	0.9861	0.8171	0.0519	0	0.069	0.1667	0.2083	0.0229	0.0285	0.0309	0	0	0.0323	0.0308	0.9861	0.8121	0.0518	0	0.069	0.1667	0.2083	0.0228	0.0265	0.0302	0	0	reg oper account	block of flats	0.0281	Panel	No	0	0	0	0	-2,710	1	0	0	0	0	0	0	0	0	0	0
323,199	0	Cash loans	F	N	Y	0	207,000	974,610	43,060.5	787,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.020246	-18,824	-3,489	-9,495	-2,338	7	1	1	0	1	1	0	Sales staff	1	3	3	THURSDAY	6	0	0	0	0	0	Self-employed	0.644947	0.350323	0.780144	0.0742	0.0577	0.9831	0.7688	0.0073	0.08	0.069	0.3333	0.375	0.0595	0.0588	0.0759	0.0077	0.012	0.0756	0.0599	0.9831	0.7779	0.0074	0.0806	0.069	0.3333	0.375	0.0609	0.0643	0.0791	0.0078	0.0127	0.0749	0.0577	0.9831	0.7719	0.0074	0.08	0.069	0.3333	0.375	0.0606	0.0599	0.0772	0.0078	0.0122	reg oper account	block of flats	0.0623	Panel	No	0	0	0	0	-1,058	1	0	0	0	0	0	0	0	0	0	6
349,455	0	Cash loans	M	N	N	1	135,000	521,280	27,423	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.030755	-10,066	-355	-3,887	-2,691	7	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	13	0	0	1	1	0	Construction	0.356323	0.337525	0.58499	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	-8	1	0	0	0	0	0	0	0	0	0	2
302,556	0	Cash loans	M	N	Y	0	90,000	284,400	9,058.5	225,000	Spouse, partner	Working	Secondary / secondary special	Civil marriage	House / apartment	0.022625	-16,742	-358	-775	-247	7	1	1	0	1	0	0	Drivers	2	2	2	MONDAY	12	0	0	0	1	1	Business Entity Type 3	0.425183	0.641752	0.736623	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	-407	0	0	0	1	1	0	0	0	0	0	2
422,459	0	Cash loans	F	N	N	0	202,500	284,400	15,880.5	225,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.019101	-24,050	365,243	-7,898	-4,255	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	XNA	0.802236	0.5834	0.812823	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	3	1	3	0	-1,527	1	0	0	0	0	0	0	0	0	0	3
324,136	0	Cash loans	F	N	Y	2	157,500	1,012,500	43,029	1,012,500	Other_B	Working	Secondary / secondary special	Separated	House / apartment	0.028663	-14,326	-1,086	-966	-4,627	7	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	14	0	0	0	0	0	Government	0.735678	0.53925	0.600658	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	6	1	6	0	-571	1	0	0	0	0	0	0	0	1	0	2
420,791	0	Cash loans	F	Y	Y	0	135,000	594,121.5	26,298	472,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.035792	-19,114	-5,071	-6,457	-2,654	7	1	1	0	1	0	0	Security staff	2	2	2	FRIDAY	12	0	0	0	0	0	Government	0.356323	0.716061	0.247191	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	11	1	11	1	-1,795	1	0	0	0	0	0	0	0	0	0	3
332,594	0	Cash loans	M	Y	Y	0	180,000	645,799.5	31,068	645,799.5	Unaccompanied	Working	Secondary / secondary special	Single / not married	Rented apartment	0.015221	-9,314	-1,502	-3,100	-1,645	10	1	1	0	1	0	0	Drivers	1	2	2	FRIDAY	16	0	0	1	1	0	Self-employed	0.143736	0.268117	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	-661	1	0	0	0	0	0	0	0	0	0	0
246,881	0	Cash loans	F	N	Y	0	157,500	450,000	27,661.5	450,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.026392	-21,975	-10,125	-8,814	-4,674	7	1	1	0	1	1	0	Laborers	1	2	2	THURSDAY	13	0	0	0	0	0	Business Entity Type 2	0.356323	0.67004	0.730987	0.0165	0	0.9737	0.8232	0	0	0.069	0.0417	0.2083	0	0.0504	0.0118	0	0	0.0168	0	0.9737	0.8301	0	0	0.069	0.0417	0.2083	0	0.0551	0.0123	0	0	0.0167	0	0.9737	0.8256	0	0	0.069	0.0417	0.2083	0	0.0513	0.012	0	0	reg oper account	block of flats	0.0093	Stone, brick	No	1	1	1	1	-706	1	0	0	0	0	0	0	0	3	0	1
184,099	0	Cash loans	F	N	Y	0	135,000	254,700	24,939	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.030755	-15,953	-3,317	-1,474	-4,293	7	1	1	0	1	0	0	Core staff	2	2	2	MONDAY	17	0	0	0	0	0	School	0.889339	0.607192	0.576209	0.1598	0.1782	0.9896	0.8572	0.0382	0	0.4138	0.2083	0.25	0.1682	0.1303	0.1745	0	0	0.1628	0.1849	0.9896	0.8628	0.0386	0	0.4138	0.2083	0.25	0.172	0.1423	0.1818	0	0	0.1613	0.1782	0.9896	0.8591	0.0385	0	0.4138	0.2083	0.25	0.1711	0.1325	0.1776	0	0	reg oper account	block of flats	0.1582	Stone, brick	No	2	1	2	0	-1,593	1	0	0	0	0	0	0	0	0	0	0
248,991	0	Cash loans	F	N	Y	0	112,500	247,275	17,338.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.030755	-22,738	365,243	-11,917	-4,497	7	1	0	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	0	0	XNA	0.356323	0.583682	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	3	0	-1,990	1	0	0	0	0	0	0	0	0	0	0
439,079	0	Cash loans	F	N	Y	0	157,500	675,000	19,867.5	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.030755	-22,195	365,243	-139	-4,237	7	1	0	0	1	0	0	Laborers	1	2	2	THURSDAY	16	0	0	0	0	0	XNA	0.356323	0.713355	0.680139	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	-2,080	0	0	1	0	0	0	0	0	0	0	3
126,607	0	Revolving loans	F	N	Y	0	67,500	135,000	6,750	135,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.031329	-18,025	-2,603	-5,235	-1,582	7	1	1	0	1	0	0	Drivers	1	2	2	THURSDAY	13	0	0	0	0	0	Self-employed	0.556988	0.557709	0.703203	0.1454	0.092	0.9786	0.7076	0	0	0.0345	0.1667	0.2083	0.0552	0.0504	0.0468	0	0.0066	0.1481	0.0954	0.9786	0.719	0	0	0.0345	0.1667	0.2083	0.0565	0.0551	0.0487	0	0.007	0.1468	0.092	0.9786	0.7115	0	0	0.0345	0.1667	0.2083	0.0562	0.0513	0.0476	0	0.0067	reg oper account	block of flats	0.0713	Block	No	4	0	4	0	-1,624	0	0	0	0	0	0	0	0	0	0	3
222,218	0	Revolving loans	F	N	Y	0	202,500	315,000	15,750	315,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.010966	-14,490	-1,140	-2,399	-4,315	7	1	1	0	1	0	0	Private service staff	1	2	2	SUNDAY	18	0	0	1	1	0	Self-employed	0.356323	0.203523	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	-1,529	0	0	0	0	0	0	0	0	0	0	3
414,394	0	Revolving loans	F	N	Y	0	67,500	180,000	9,000	180,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.018634	-14,316	-2,592	-6,510	-1,266	7	1	1	1	1	1	0	Secretaries	2	2	2	TUESDAY	14	0	0	0	0	0	Other	0.356323	0.284431	0.767523	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	2	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0
282,148	0	Cash loans	F	N	N	1	90,000	261,648	17,613	207,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-10,862	-521	-870	-2,051	7	1	1	0	1	0	0	Sales staff	3	3	3	THURSDAY	12	0	0	0	0	0	Business Entity Type 3	0.356323	0.491392	0.374021	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	-1,961	1	0	0	0	0	0	0	0	0	0	5
372,913	0	Cash loans	M	N	Y	0	225,000	224,149.5	23,665.5	193,500	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.010147	-17,892	-3,039	-4,548	-1,449	7	1	1	1	1	1	0	Core staff	1	2	2	TUESDAY	9	0	0	0	1	1	Self-employed	0.674449	0.598842	0.733815	0.0577	0.0655	0.9891	0.8232	0	0	0.1034	0.1667	0.2083	0.0471	0.0504	0.0529	0	0	0.0588	0.0679	0.9891	0.8301	0	0	0.1034	0.1667	0.2083	0.0482	0.0551	0.0552	0	0	0.0583	0.0655	0.9891	0.8256	0	0	0.1034	0.1667	0.2083	0.0479	0.0513	0.0539	0	0	reg oper account	block of flats	0.0416	Stone, brick	No	0	0	0	0	-809	0	0	0	1	0	0	0	0	0	0	6
137,746	0	Cash loans	F	Y	Y	0	157,500	900,000	23,742	900,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	With parents	0.00733	-7,782	-1,044	-7,775	-449	10	1	1	0	1	1	0	Sales staff	1	2	2	THURSDAY	15	0	0	0	0	0	Trade: type 2	0.356323	0.436364	0.7463	0.1186	0.0944	0.9831	0.7688	0	0	0.0345	0.1667	0.2083	0	0.0967	0.049	0	0.1095	0.1208	0.0979	0.9831	0.7779	0	0	0.0345	0.1667	0.2083	0	0.1056	0.051	0	0.1159	0.1197	0.0944	0.9831	0.7719	0	0	0.0345	0.1667	0.2083	0	0.0983	0.0498	0	0.1118	not specified	specific housing	0.0623	Stone, brick	No	10	0	10	0	-512	0	0	0	1	0	0	0	0	0	0	0
291,192	0	Cash loans	F	N	Y	0	112,500	254,700	24,939	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.011657	-24,823	365,243	-11,517	-4,182	7	1	0	0	1	0	0	Laborers	1	1	1	FRIDAY	10	0	0	0	0	0	XNA	0.356323	0.65215	0.7463	0.0866	0.1186	0.9846	0.7892	0.0148	0	0.2069	0.1667	0.2083	0	0.0706	0.0947	0	0	0.0882	0.1231	0.9846	0.7975	0.0149	0	0.2069	0.1667	0.2083	0	0.0771	0.0987	0	0	0.0874	0.1186	0.9846	0.792	0.0149	0	0.2069	0.1667	0.2083	0	0.0718	0.0964	0	0	reg oper account	block of flats	0.0826	Panel	No	0	0	0	0	-2,303	0	0	1	0	0	0	0	0	0	0	0
352,602	0	Cash loans	F	Y	N	0	54,000	277,969.5	22,090.5	229,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.0105	-18,899	-4,719	-8,950	-2,371	26	1	1	0	1	0	0	Laborers	2	3	3	TUESDAY	16	0	0	0	0	0	Government	0.853545	0.547762	0.639708	0.0041	0	0.9831	0.7688	0	0	0.1379	0	0.2083	0	0.0504	0	0	0	0.0042	0	0.9831	0.7779	0	0	0.1379	0	0.2083	0	0.0551	0	0	0	0.0042	0	0.9831	0.7719	0	0	0.1379	0	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0.002	Wooden	No	0	0	0	0	-3,192	0	0	0	1	0	0	0	0	0	0	2
153,215	0	Cash loans	F	Y	N	2	135,000	253,737	15,651	229,500	Unaccompanied	Commercial associate	Higher education	Separated	House / apartment	0.019101	-14,324	-4,108	-8,365	-4,583	64	1	1	0	1	0	0	Accountants	3	2	2	TUESDAY	13	0	0	0	0	0	Agriculture	0.469201	0.409151	0.643026	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-625	1	0	0	0	0	0	0	0	0	1	1
396,124	0	Cash loans	M	Y	N	1	540,000	1,075,932	42,799.5	922,500	Family	Commercial associate	Higher education	Separated	House / apartment	0.018801	-17,815	-3,053	-2,591	-1,269	11	1	1	1	1	1	0	Managers	2	2	2	FRIDAY	13	0	0	0	0	0	Business Entity Type 3	0.626061	0.584601	0.382502	0.1876	0.1855	0.9935	0.9116	0.1099	0.28	0.1379	0.5833	0.375	0.1267	0.1446	0.1883	0.0386	0.2642	0.1912	0.1925	0.9935	0.9151	0.1109	0.282	0.1379	0.5833	0.375	0.1296	0.1579	0.1962	0.0389	0.2797	0.1894	0.1855	0.9935	0.9128	0.1106	0.28	0.1379	0.5833	0.375	0.1289	0.1471	0.1917	0.0388	0.2698	org spec account	block of flats	0.3959	Stone, brick	No	5	0	5	0	-1,405	0	0	0	1	0	0	0	1	3	0	3
220,976	0	Cash loans	F	N	Y	0	360,000	589,500	21,303	589,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.026392	-18,213	-3,344	-1,008	-1,754	7	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	13	0	0	0	1	1	Industry: type 3	0.586108	0.595586	0.309275	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	-1,721	1	0	0	0	0	0	0	0	1	0	3
316,067	0	Cash loans	F	N	N	0	85,500	598,486.5	21,627	454,500	Children	Pensioner	Secondary / secondary special	Married	House / apartment	0.00496	-23,595	365,243	-2,252	-4,213	7	1	0	0	1	0	0	Laborers	2	2	2	MONDAY	10	0	0	0	0	0	XNA	0.356323	0.6521	0.7463	0.0567	0	0.9752	0.8232	0	0	0.1034	0.1667	0.2083	0	0.0504	0.0334	0	0	0.0578	0	0.9752	0.8301	0	0	0.1034	0.1667	0.2083	0	0.0551	0.0348	0	0	0.0573	0	0.9752	0.8256	0	0	0.1034	0.1667	0.2083	0	0.0513	0.034	0	0	reg oper account	block of flats	0.0378	Panel	No	1	0	1	0	-1,700	1	0	0	0	0	0	0	0	0	0	0
168,987	0	Cash loans	F	N	Y	1	157,500	254,700	13,315.5	225,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.072508	-11,984	-1,466	-3,732	-329	7	1	1	1	1	0	0	Sales staff	3	1	1	WEDNESDAY	17	0	0	0	0	0	Business Entity Type 3	0.356323	0.733214	0.7463	0.2273	0.0935	0.9851	0.796	0.1571	0.24	0.1034	0.5625	0.6042	0.0303	0.1807	0.2246	0.0212	0.0148	0.1008	0.0402	0.9762	0.6864	0.1585	0.0806	0.0345	0.4583	0.5	0.031	0.0882	0.0751	0	0	0.2295	0.0935	0.9851	0.7987	0.1581	0.24	0.1034	0.5625	0.6042	0.0308	0.1838	0.2286	0.0214	0.0152	reg oper account	block of flats	0.3031	Panel	No	0	0	0	0	-489	0	0	0	0	0	0	0	0	0	0	1
272,202	0	Revolving loans	F	N	Y	1	81,000	202,500	10,125	202,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.020713	-15,424	-388	-4,525	-4,496	7	1	1	0	1	0	0	Cooking staff	3	3	2	FRIDAY	10	0	0	0	0	0	Other	0.253663	0.558513	0.465069	0.0825	0.0804	0.9737	0.6396	0.0087	0	0.1379	0.1667	0.2083	0.1428	0.0672	0.0706	0	0	0.084	0.0835	0.9737	0.6537	0.0087	0	0.1379	0.1667	0.2083	0.146	0.0735	0.0736	0	0	0.0833	0.0804	0.9737	0.6444	0.0087	0	0.1379	0.1667	0.2083	0.1452	0.0684	0.0719	0	0	reg oper spec account	block of flats	0.0603	Panel	No	0	0	0	0	-261	0	0	0	0	0	0	0	0	0	0	1
401,484	0	Cash loans	F	N	Y	1	157,500	1,256,400	40,657.5	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.04622	-15,672	-1,750	-533	-4,831	7	1	1	0	1	0	0	Laborers	3	1	1	SUNDAY	10	1	1	0	0	0	Business Entity Type 3	0.356323	0.373798	0.782608	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-1,263	0	0	0	1	0	0	0	0	0	0	1
317,045	1	Revolving loans	F	N	Y	0	81,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.0228	-9,844	-802	-4,286	-2,296	7	1	1	0	1	1	0	Laborers	1	2	2	WEDNESDAY	14	0	0	0	0	0	Self-employed	0.356323	0.480424	0.28079	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	0	0	0	0	-58	1	0	0	0	0	0	0	0	0	1	3
280,948	0	Cash loans	F	N	Y	0	144,000	772,686	22,720.5	553,500	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.009657	-20,712	365,243	-1,658	-4,103	7	1	0	0	1	0	0	Laborers	1	2	2	WEDNESDAY	10	0	0	0	0	0	XNA	0.356323	0.554157	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	-447	0	0	1	0	0	0	0	0	0	0	0
157,144	0	Cash loans	F	N	Y	0	135,000	1,042,560	34,587	900,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.020246	-19,151	-233	-13,153	-2,698	7	1	1	0	1	0	0	Medicine staff	1	3	3	FRIDAY	12	0	0	0	0	0	Medicine	0.356323	0.02092	0.602386	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	-2,502	1	0	0	0	0	0	0	0	0	0	3
394,876	0	Cash loans	M	N	Y	0	63,000	269,550	12,001.5	225,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.010556	-23,675	365,243	-4,050	-4,168	7	1	0	0	1	0	0	Laborers	2	3	3	SATURDAY	13	0	0	0	0	0	XNA	0.356323	0.438075	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	-595	0	0	1	0	0	0	0	0	0	0	1
368,495	0	Cash loans	F	N	Y	0	103,500	134,329.5	13,891.5	121,500	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.035792	-13,165	-4,618	-7,252	-3,943	7	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	13	0	0	0	0	0	School	0.467607	0.62471	0.58499	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	3
220,528	0	Cash loans	M	Y	Y	2	225,000	1,546,020	45,333	1,350,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.02461	-12,257	-1,717	-6,223	-4,450	10	1	1	0	1	1	0	Laborers	4	2	2	WEDNESDAY	17	0	0	0	0	0	Business Entity Type 3	0.458359	0.739484	0.569149	0.1851	0.0671	0.9921	0.8912	0	0.24	0.1034	0.4583	0.0417	0	0.1984	0.1584	0.0347	0.2528	0.1197	0.0696	0.9921	0.8955	0	0.1611	0.069	0.4583	0.0417	0	0.2167	0.0751	0.035	0.2198	0.1868	0.0671	0.9921	0.8927	0	0.24	0.1034	0.4583	0.0417	0	0.2018	0.1613	0.0349	0.2581	reg oper account	block of flats	0.2714	Stone, brick	No	0	0	0	0	-1,922	1	0	0	0	0	0	0	0	5	0	0
420,343	0	Cash loans	F	N	Y	0	225,000	835,380	40,320	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.008019	-15,292	-2,024	-7,944	-3,496	7	1	1	0	1	1	0	Laborers	2	2	2	THURSDAY	18	0	0	0	0	0	Self-employed	0.394446	0.687539	0.367291	0.1113	0.0704	0.9886	0.8436	0.0528	0.12	0.1034	0.3333	0.375	0.0578	0.0908	0.1254	0	0	0.1134	0.073	0.9886	0.8497	0.0533	0.1208	0.1034	0.3333	0.375	0.0591	0.0992	0.1307	0	0	0.1124	0.0704	0.9886	0.8457	0.0531	0.12	0.1034	0.3333	0.375	0.0588	0.0923	0.1277	0	0	reg oper spec account	block of flats	0.1351	Panel	No	3	1	3	1	-1,321	1	0	0	0	0	0	0	0	0	0	5
353,096	0	Revolving loans	F	N	N	0	112,500	135,000	6,750	135,000	Unaccompanied	Working	Incomplete higher	Single / not married	House / apartment	0.035792	-7,879	-167	-995	-549	7	1	1	1	1	0	0	Private service staff	1	2	2	SATURDAY	18	0	0	0	0	0	Other	0.467645	0.5714	0.662638	0.3794	0.1351	0.998	0.9728	0.1528	0.32	0.1379	0.6667	0.7083	0.0317	0.3093	0.4942	0	0.1502	0.3866	0.1402	0.998	0.9739	0.1542	0.3222	0.1379	0.6667	0.7083	0.0324	0.3379	0.5149	0	0.1591	0.3831	0.1351	0.998	0.9732	0.1538	0.32	0.1379	0.6667	0.7083	0.0323	0.3147	0.5031	0	0.1534	not specified	block of flats	0.5049	Monolithic	No	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1
339,524	0	Revolving loans	M	N	Y	1	360,000	675,000	33,750	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.072508	-11,280	-1,142	-222	-3,450	7	1	1	0	1	0	0	High skill tech staff	3	1	1	SUNDAY	15	0	0	0	0	0	Business Entity Type 3	0.564425	0.726066	0.392774	0.0858	0.0497	0.9776	0.694	0	0.08	0.0345	0.4583	0.5	0	0.0698	0.0718	0.001	0.0118	0.0882	0.0399	0.9777	0.706	0	0.0806	0.0345	0.4583	0.5	0	0.0771	0.076	0	0	0.0874	0.0387	0.9776	0.6981	0	0.08	0.0345	0.4583	0.5	0	0.0718	0.0739	0	0	reg oper account	block of flats	0.0574	Block	No	0	0	0	0	-199	0	0	0	0	0	0	0	0	0	0	1
261,656	0	Cash loans	F	N	N	0	121,500	450,000	24,543	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.020713	-16,772	-1,911	-9,540	-299	7	1	1	0	1	0	0	Laborers	2	3	2	FRIDAY	17	0	0	0	0	0	Other	0.526197	0.67628	0.126898	0.3	0.075	0.9851	0.796	0.0625	0.08	0.0345	0.3333	0.375	0.0531	0.0008	0.075	1	0.0178	0.3057	0.0778	0.9851	0.804	0.0631	0.0806	0.0345	0.3333	0.375	0.0543	0.0009	0.0782	1	0.0189	0.3029	0.075	0.9851	0.7987	0.0629	0.08	0.0345	0.3333	0.375	0.0541	0.0009	0.0764	1	0.0182	reg oper account	block of flats	0.1026	Panel	No	5	0	5	0	-1,617	1	0	0	0	0	0	0	0	0	0	2
250,683	0	Cash loans	F	N	N	0	225,000	679,500	45,594	679,500	Family	Commercial associate	Secondary / secondary special	Single / not married	With parents	0.006296	-9,566	-1,114	-3,672	-2,250	7	1	1	0	1	0	0	Managers	1	3	3	SUNDAY	14	0	0	0	1	1	Trade: type 2	0.356323	0.406199	0.7463	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	10	0	10	0	0	1	0	0	0	0	0	0	0	0	0	0
294,837	0	Cash loans	F	N	Y	0	157,500	770,913	30,001.5	643,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018801	-20,909	-1,685	-326	-3,970	7	1	1	0	1	0	0	Cooking staff	1	2	2	SATURDAY	9	0	0	0	0	0	Business Entity Type 3	0.356323	0.646364	0.199771	0.2082	0.071	0.9995	0.9932	0.1025	0.12	0.1034	0.6667	0.7083	0.1273	0.1689	0.2217	0.0039	0.0145	0.2122	0.0737	0.9995	0.9935	0.1035	0.1208	0.1034	0.6667	0.7083	0.1302	0.1846	0.231	0.0039	0.0154	0.2103	0.071	0.9995	0.9933	0.1032	0.12	0.1034	0.6667	0.7083	0.1295	0.1719	0.2257	0.0039	0.0148	reg oper account	block of flats	0.2544	Panel	No	1	1	1	1	-228	1	0	0	0	0	0	0	0	0	0	0
358,260	0	Cash loans	F	N	Y	0	207,000	107,820	7,632	90,000	Family	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.018634	-22,617	365,243	-5,441	-4,083	7	1	0	0	1	1	0	Laborers	2	2	2	THURSDAY	10	0	0	0	0	0	XNA	0.680694	0.465381	0.712155	0.0082	0	0.9583	0.8232	0	0	0.069	0.0417	0.2083	0.0243	0.0504	0.0116	0	0	0.0084	0	0.9583	0.8301	0	0	0.069	0.0417	0.2083	0.0249	0.0551	0.012	0	0	0.0083	0	0.9583	0.8256	0	0	0.069	0.0417	0.2083	0.0248	0.0513	0.0118	0	0	reg oper account	block of flats	0.0091	Stone, brick	No	6	3	6	3	-1,444	0	0	1	0	0	0	0	0	0	1	5
132,435	0	Cash loans	M	Y	Y	0	157,500	954,207	28,030.5	796,500	Children	Working	Higher education	Single / not married	House / apartment	0.025164	-17,665	-653	-4,149	-1,203	7	1	1	0	1	0	0	High skill tech staff	1	2	2	SUNDAY	12	0	0	0	0	0	Industry: type 2	0.356323	0.290843	0.454321	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	-303	1	0	0	0	0	0	0	0	0	0	3
426,041	0	Cash loans	F	N	Y	2	112,500	171,900	8,140.5	112,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018029	-15,047	-1,278	-655	-4,379	7	1	1	0	1	0	0	Laborers	3	3	3	SATURDAY	7	0	0	0	1	1	Business Entity Type 2	0.356323	0.472798	0.294083	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	1	0	1	0	-2,014	1	0	0	0	0	0	0	0	0	0	6
153,187	0	Cash loans	F	Y	Y	1	112,500	545,040	26,640	450,000	Family	Working	Higher education	Married	House / apartment	0.005144	-15,515	-4,112	-4,203	-4,382	17	1	1	1	1	1	0	Laborers	3	2	2	FRIDAY	15	0	0	0	0	0	Business Entity Type 2	0.356323	0.590974	0.300108	0.0082	0	0.9613	0.4696	0.0005	0	0.069	0.0417	0.0833	0.0131	0.0067	0.0094	0	0	0.0084	0	0.9613	0.4904	0.0005	0	0.069	0.0417	0.0833	0.0134	0.0073	0.0098	0	0	0.0083	0	0.9613	0.4767	0.0005	0	0.069	0.0417	0.0833	0.0134	0.0068	0.0096	0	0	reg oper account	block of flats	0.0076	Wooden	No	0	0	0	0	-440	1	0	0	0	0	0	0	1	0	0	0
405,651	0	Cash loans	F	N	Y	0	135,000	1,079,581.5	55,251	886,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.035792	-23,139	365,243	-4,286	-4,936	7	1	0	0	1	0	0	Laborers	2	2	2	FRIDAY	15	0	0	0	0	0	XNA	0.356323	0.645654	0.406617	0.0825	0	0.9871	0.8232	0	0	0.1379	0.1667	0.2083	0	0.0504	0	0	0	0.084	0	0.9871	0.8301	0	0	0.1379	0.1667	0.2083	0	0.0551	0	0	0	0.0833	0	0.9871	0.8256	0	0	0.1379	0.1667	0.2083	0	0.0513	0	0	0	reg oper account	block of flats	0	Panel	No	5	1	5	1	0	1	0	0	0	0	0	0	1	0	0	0
440,381	0	Cash loans	F	N	N	1	45,000	143,910	15,268.5	135,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-11,635	-2,715	-3,725	-4,089	7	1	1	1	1	1	0	Sales staff	3	2	2	MONDAY	13	0	0	0	0	0	Business Entity Type 3	0.316575	0.554665	0.501075	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	-1,409	1	0	0	0	0	0	0	0	0	0	1
203,093	0	Cash loans	F	Y	N	0	103,500	242,595	12,532.5	202,500	Children	Working	Secondary / secondary special	Single / not married	House / apartment	0.010966	-19,130	-262	-2,951	-2,657	4	1	1	0	1	0	0	Sales staff	1	2	2	FRIDAY	15	0	0	0	0	0	Self-employed	0.356323	0.303784	0.621226	0.0825	0	0.9821	0.7552	0	0	0.1379	0.3333	0.375	0	0.0504	0	0	0	0.084	0	0.9821	0.7648	0	0	0.1379	0.3333	0.375	0	0.0551	0	0	0	0.0833	0	0.9821	0.7585	0	0	0.1379	0.3333	0.375	0	0.0513	0	0	0	reg oper account	block of flats	0.0872	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	2	0	2
299,882	0	Cash loans	M	N	Y	2	157,500	113,760	7,407	90,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-10,847	-1,450	-2,397	-3,320	7	1	1	1	1	1	0	Drivers	4	2	2	SUNDAY	14	0	0	0	0	0	Other	0.356323	0.466056	0.39622	0.1247	0.0568	0.9821	0.7552	0.0185	0	0.069	0.1667	0.2083	0.0176	0.1017	0.0634	0	0	0.1271	0.059	0.9821	0.7648	0.0187	0	0.069	0.1667	0.2083	0.018	0.1111	0.0661	0	0	0.126	0.0568	0.9821	0.7585	0.0186	0	0.069	0.1667	0.2083	0.0179	0.1035	0.0646	0	0	reg oper account	block of flats	0.0499	Block	No	1	1	1	1	-1,112	1	0	0	0	0	0	0	0	1	1	2