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hung20gg
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train · 246k rows

Unnamed: 0 int64 0 246k	TARGET int64 0 1	NAME_CONTRACT_TYPE stringclasses 2 values	CODE_GENDER stringclasses 3 values	FLAG_OWN_CAR stringclasses 2 values	FLAG_OWN_REALTY stringclasses 2 values	CNT_CHILDREN int64 0 19	AMT_INCOME_TOTAL float64 25.7k 13.5M	AMT_CREDIT float64 45k 4.05M	AMT_ANNUITY float64 1.62k 258k ⌀	AMT_GOODS_PRICE float64 40.5k 4.05M ⌀	NAME_TYPE_SUITE stringclasses 7 values	NAME_INCOME_TYPE stringclasses 8 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 -25,229 -7,489	DAYS_EMPLOYED int64 -17,912 365k	DAYS_REGISTRATION float64 -23,416 0	DAYS_ID_PUBLISH int64 -7,197 0	OWN_CAR_AGE float64 0 91 ⌀	FLAG_MOBIL int64 0 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 20 ⌀	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 0 23	REG_REGION_NOT_LIVE_REGION int64 0 1	REG_REGION_NOT_WORK_REGION int64 0 1	LIVE_REGION_NOT_WORK_REGION int64 0 1	REG_CITY_NOT_LIVE_CITY int64 0 1	REG_CITY_NOT_WORK_CITY int64 0 1	LIVE_CITY_NOT_WORK_CITY int64 0 1	ORGANIZATION_TYPE stringclasses 58 values	EXT_SOURCE_1 float64 0.01 0.95 ⌀	EXT_SOURCE_2 float64 0 0.86 ⌀	EXT_SOURCE_3 float64 0 0.9 ⌀	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 0 348 ⌀	DEF_30_CNT_SOCIAL_CIRCLE float64 0 34 ⌀	OBS_60_CNT_SOCIAL_CIRCLE float64 0 344 ⌀	DEF_60_CNT_SOCIAL_CIRCLE float64 0 24 ⌀	DAYS_LAST_PHONE_CHANGE float64 -4,292 0 ⌀	FLAG_DOCUMENT_3 int64 0 1	FLAG_DOCUMENT_6 int64 0 1	FLAG_DOCUMENT_8 int64 0 1	FLAG_DOCUMENT_18 int64 0 1	AMT_REQ_CREDIT_BUREAU_HOUR float64 0 3 ⌀	AMT_REQ_CREDIT_BUREAU_DAY float64 0 9 ⌀	AMT_REQ_CREDIT_BUREAU_WEEK float64 0 8 ⌀	AMT_REQ_CREDIT_BUREAU_MON float64 0 27 ⌀	AMT_REQ_CREDIT_BUREAU_QRT float64 0 261 ⌀	AMT_REQ_CREDIT_BUREAU_YEAR float64 0 25 ⌀	SK_ID_CURR int64 0 308k
100	0	Cash loans	F	N	Y	0	247,500	755,190	36,459	675,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.008575	-16,340	-8,647	-4,182	-4,259	null	1	1	0	1	0	0	Medicine staff	2	2	2	MONDAY	17	0	0	0	0	0	0	Other	0.617716	0.660559	0.211551	0.0495	0.0623	0.9737	null	null	0	0.1034	0.125	null	0.0486	null	null	null	null	0.0504	0.0646	0.9737	null	null	0	0.1034	0.125	null	0.0497	null	null	null	null	0.05	0.0623	0.9737	null	null	0	0.1034	0.125	null	0.0495	null	null	null	null	null	block of flats	0.0318	Stone, brick	No	0	0	0	0	-2,415	1	0	0	0	0	0	0	0	0	0	229,268
101	0	Cash loans	M	N	N	0	135,000	182,016	11,772	144,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.019101	-16,522	-1,451	-4,101	-66	null	1	1	0	1	0	0	Accountants	1	2	2	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	null	0.695219	0.729567	0.0567	0.0331	0.9791	0.7144	0.0208	0.04	0.0345	0.3333	0.375	0.0256	0.0454	0.0434	0.0039	0.0072	0.0578	0.0343	0.9791	0.7256	0.021	0.0403	0.0345	0.3333	0.375	0.0262	0.0496	0.0452	0.0039	0.0076	0.0573	0.0331	0.9791	0.7182	0.0209	0.04	0.0345	0.3333	0.375	0.0261	0.0462	0.0442	0.0039	0.0073	reg oper account	block of flats	0.0471	Stone, brick	No	0	0	0	0	-398	1	0	0	0	0	0	0	0	1	1	9,378
102	0	Cash loans	F	N	Y	0	157,500	254,412	9,720	166,500	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.010032	-16,083	-2,764	-7,358	-4,654	null	1	1	0	1	0	0	Sales staff	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Self-employed	null	0.165442	0.749022	0.0742	0.0457	0.9821	0.7552	0	0.08	0.069	0.3333	0.375	0	0.0605	0.0783	0	0	0.0756	0.0474	0.9821	0.7648	0	0.0806	0.069	0.3333	0.375	0	0.0661	0.0815	0	0	0.0749	0.0457	0.9821	0.7585	0	0.08	0.069	0.3333	0.375	0	0.0616	0.0797	0	0	reg oper account	block of flats	0.0752	Panel	No	0	0	0	0	-1,761	1	0	0	0	0	0	0	0	1	4	63,021
103	0	Revolving loans	M	N	N	0	144,000	180,000	9,000	180,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.030755	-12,157	-2,995	-4,055	-267	null	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	11	0	0	0	0	0	0	Self-employed	0.127393	0.494962	0.73802	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-329	0	0	0	0	0	0	0	0	0	1	128,503
104	0	Cash loans	M	N	N	0	157,500	675,000	21,906	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-11,944	-2,899	-5,812	-2,722	null	1	1	1	1	1	0	Laborers	2	2	2	THURSDAY	11	0	1	1	0	1	1	Construction	null	0.282078	0.565608	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-524	1	0	0	0	0	0	0	0	0	0	283,389
105	0	Cash loans	F	Y	N	2	157,500	945,000	39,127.5	945,000	Family	Commercial associate	Secondary / secondary special	Married	With parents	0.018209	-14,235	-5,411	-2,248	-5,376	65	1	1	0	1	0	0	Medicine staff	4	3	3	THURSDAY	14	0	0	0	0	0	0	Medicine	null	0.597823	0.7463	0.0289	0.0698	0.9682	0.5648	0.0044	0	0.1034	0.125	0.125	0.0437	0.0202	0.0264	0.0154	0.0326	0.0294	0.0725	0.9682	0.5818	0.0045	0	0.1034	0.125	0.125	0.0447	0.022	0.0275	0.0156	0.0345	0.0291	0.0698	0.9682	0.5706	0.0045	0	0.1034	0.125	0.125	0.0444	0.0205	0.0269	0.0155	0.0333	reg oper account	block of flats	0.0278	Stone, brick	No	0	0	0	0	-2,703	1	0	0	0	0	0	0	1	0	1	38,290
106	0	Cash loans	M	N	Y	0	180,000	1,755,000	61,132.5	1,755,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.01452	-16,086	-1,549	-3,174	-4,584	null	1	1	0	1	0	0	null	2	2	2	MONDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.867872	0.147685	0.669057	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	3	0	3	0	0	0	0	1	0	0	0	0	1	0	2	99,103
107	0	Cash loans	M	N	N	0	180,000	590,337	27,486	477,000	Unaccompanied	Commercial associate	Incomplete higher	Married	House / apartment	0.0228	-12,348	-1,821	-1,909	-4,800	null	1	1	0	1	1	0	Core staff	2	2	2	WEDNESDAY	12	0	0	0	0	0	0	Culture	null	0.683703	null	0.1515	0.0969	0.995	0.9252	0.0289	0.1332	0.1148	0.375	0.4167	0.0184	0.1219	0.1517	0.0077	0.026	0.1345	0.0659	0.9926	0.902	0.0292	0.1208	0.1034	0.375	0.4167	0.0009	0.1166	0.1351	0	0	0.1405	0.1091	0.9945	0.9262	0.0291	0.12	0.1034	0.375	0.4167	0.0009	0.1154	0.1587	0.0039	0.0121	reg oper account	block of flats	0.1178	Stone, brick	No	0	0	0	0	-2,041	1	0	0	0	0	0	0	0	0	1	168,594
108	0	Cash loans	F	N	Y	0	225,000	1,515,415.5	41,800.5	1,354,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.003818	-14,645	-4,027	-7,154	-1,969	null	1	1	1	1	1	0	Sales staff	2	2	2	FRIDAY	3	0	0	0	0	0	0	Trade: type 7	0.545859	0.57125	0.78988	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	2	0	2	0	-700	1	0	0	0	0	0	0	0	2	0	113,266
109	1	Cash loans	M	N	Y	0	292,500	675,000	36,747	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.035792	-16,667	-200	-5,239	-114	null	1	1	1	1	1	0	Managers	2	2	2	FRIDAY	18	1	1	0	1	1	0	Business Entity Type 3	0.320322	0.631961	0.289611	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-106	0	0	1	0	0	0	0	0	0	0	274,047
110	0	Cash loans	F	N	Y	0	112,500	547,344	18,216	472,500	Family	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.020246	-21,061	365,243	-5,439	-4,488	null	1	0	0	1	0	0	null	1	3	3	MONDAY	6	0	0	0	0	0	0	XNA	0.593567	0.598243	0.232725	0.0907	0.0992	0.9771	0.6872	0	0	0.2069	0.1667	0.2083	0.0456	0.0735	0.0854	0.0019	0.003	0.0903	0.1016	0.9772	0.6994	0	0	0.2069	0.1667	0.2083	0.0419	0.0781	0.087	0	0	0.0916	0.0992	0.9771	0.6914	0	0	0.2069	0.1667	0.2083	0.0464	0.0748	0.087	0.0019	0.003	reg oper account	block of flats	0.0669	Panel	No	1	1	1	1	-1,594	1	0	0	0	0	0	0	0	0	2	14,206
111	0	Cash loans	F	N	Y	0	130,500	550,489.5	19,773	454,500	Unaccompanied	Working	Higher education	Separated	House / apartment	0.018209	-19,718	-5,717	-8,940	-3,200	null	1	1	1	1	1	0	null	1	3	3	FRIDAY	11	0	0	0	0	0	0	Other	0.656938	0.390993	0.09507	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	5	0	5	0	-1,691	1	0	0	0	0	0	0	0	0	2	301,722
112	0	Cash loans	F	Y	Y	0	175,500	1,293,502.5	35,568	1,129,500	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.01885	-21,961	365,243	-8,887	-4,379	9	1	0	0	1	1	0	null	2	2	2	TUESDAY	16	0	0	0	0	0	0	XNA	0.531106	0.646689	0.812823	0.068	0.073	0.9876	0.83	0.0283	0	0.1724	0.1667	0.125	0.0366	0.0546	0.0714	0.0039	0.0094	0.0693	0.0758	0.9876	0.8367	0.0286	0	0.1724	0.1667	0.125	0.0374	0.0597	0.0744	0.0039	0.01	0.0687	0.073	0.9876	0.8323	0.0285	0	0.1724	0.1667	0.125	0.0372	0.0556	0.0727	0.0039	0.0096	reg oper account	block of flats	0.0737	Panel	No	0	0	0	0	-396	1	0	0	0	0	0	0	0	0	2	150,528
113	0	Cash loans	F	N	Y	0	180,000	427,500	46,170	427,500	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.026392	-15,127	-1,039	-4,221	-652	null	1	1	0	1	1	0	null	2	2	2	FRIDAY	16	0	0	0	0	1	1	Hotel	null	0.551308	0.161463	0.0082	null	0.9732	null	null	0	0.069	0.0417	null	null	null	0.0084	null	0	0.0084	null	0.9732	null	null	0	0.069	0.0417	null	null	null	0.0088	null	0	0.0083	null	0.9732	null	null	0	0.069	0.0417	null	null	null	0.0086	null	0	null	block of flats	0.0066	Stone, brick	No	0	0	0	0	-1,914	1	0	0	0	0	0	0	0	0	1	293,621
114	0	Cash loans	F	N	N	0	117,000	781,920	26,725.5	675,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.02461	-11,633	-2,596	-5,430	-3,851	null	1	1	0	1	1	0	Core staff	1	2	2	TUESDAY	17	0	0	0	0	0	0	Government	0.72394	0.636395	0.452534	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	No	1	0	1	0	-1,166	1	0	0	0	0	0	0	0	0	1	277,898
115	0	Revolving loans	F	N	Y	2	180,000	225,000	11,250	225,000	Spouse, partner	Working	Incomplete higher	Married	Municipal apartment	0.032561	-14,597	-1,997	-8,491	-3,681	null	1	1	1	1	1	0	Sales staff	4	1	1	FRIDAY	15	0	0	0	0	0	0	Self-employed	null	0.704793	0.565608	0.0557	null	0.9752	null	null	0.04	0.0345	0.3333	null	0.0361	null	0.0383	null	0.0028	0.0567	null	0.9752	null	null	0.0403	0.0345	0.3333	null	0.0369	null	0.04	null	0.003	0.0562	null	0.9752	null	null	0.04	0.0345	0.3333	null	0.0367	null	0.039	null	0.0029	null	null	0.0308	Panel	No	0	0	0	0	-307	0	0	0	0	0	0	0	0	0	0	103,718
116	0	Cash loans	F	N	Y	1	202,500	1,251,072	45,067.5	1,080,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010147	-16,296	-266	-164	-4,568	null	1	1	0	1	0	0	null	3	2	2	TUESDAY	19	0	0	0	0	0	0	Industry: type 7	0.580367	0.763649	0.329655	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-1,683	1	0	0	0	0	0	0	1	0	0	200,145
117	0	Cash loans	F	N	Y	0	135,000	1,078,200	31,653	900,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-17,682	-4,319	-2,630	-1,211	null	1	1	0	1	1	0	Laborers	2	2	2	WEDNESDAY	6	0	0	0	0	0	0	Government	null	0.585291	0.816092	0.0701	0.0533	0.996	0.9456	0.018	0.08	0.069	0.3333	0.375	0.0096	0.0555	0.07	0.0077	0.0164	0.0714	0.0553	0.996	0.9477	0.0182	0.0806	0.069	0.3333	0.375	0.0098	0.0606	0.0729	0.0078	0.0174	0.0708	0.0533	0.996	0.9463	0.0181	0.08	0.069	0.3333	0.375	0.0098	0.0564	0.0713	0.0078	0.0168	reg oper account	block of flats	0.0685	Panel	No	1	0	1	0	-131	1	0	0	0	0	0	0	0	0	1	251,925
118	0	Cash loans	M	N	N	1	112,500	312,682.5	33,309	297,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010643	-14,311	-334	-8,401	-4,248	null	1	1	1	1	0	0	null	3	2	2	THURSDAY	10	0	1	1	0	1	1	Self-employed	0.319357	0.603655	0.595456	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-328	1	0	0	0	0	0	0	0	0	0	214,815
119	0	Cash loans	F	N	Y	0	119,250	679,500	28,917	679,500	Unaccompanied	Working	Higher education	Separated	House / apartment	0.008866	-19,286	-1,485	-7,887	-2,835	null	1	1	1	1	1	0	null	1	2	2	MONDAY	13	0	0	0	0	0	0	Self-employed	0.723371	0.765125	0.4171	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-2,085	1	0	0	0	0	0	0	0	0	0	188,077
120	0	Cash loans	F	Y	N	0	202,500	675,000	53,329.5	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.031329	-11,375	-2,311	-180	-2,009	4	1	1	0	1	0	0	Managers	2	2	2	MONDAY	13	0	0	0	0	0	0	Trade: type 7	0.674832	0.616156	0.67383	0.5845	0.457	0.9945	0.9252	0.3468	0.6	0.2414	0.9167	0.5	0.2847	0.4287	0.7187	0.2201	0.7729	0.5956	0.4742	0.9945	0.9281	0.35	0.6042	0.2414	0.9167	0.5	0.2912	0.4683	0.7488	0.2218	0.8183	0.5902	0.457	0.9945	0.9262	0.349	0.6	0.2414	0.9167	0.5	0.2896	0.4361	0.7317	0.2213	0.7892	reg oper account	block of flats	0.7334	Monolithic	No	0	0	0	0	-1,792	0	0	1	0	0	0	0	1	0	4	223,863
121	0	Cash loans	F	N	Y	1	315,000	1,288,350	37,800	1,125,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.020713	-15,581	-4,940	-9,520	-5,239	null	1	1	0	1	0	0	Accountants	3	3	2	FRIDAY	15	0	0	0	0	1	1	Transport: type 4	0.72909	0.509852	0.675413	0.0907	0.1072	0.9811	0.7416	0.0189	0	0.2069	0.1667	0.2083	0.2668	0.074	0.0839	0	0	0.0924	0.1113	0.9811	0.7517	0.019	0	0.2069	0.1667	0.2083	0.2729	0.0808	0.0874	0	0	0.0916	0.1072	0.9811	0.7451	0.019	0	0.2069	0.1667	0.2083	0.2715	0.0752	0.0854	0	0	reg oper account	block of flats	0.0763	Panel	No	1	0	1	0	-1,020	1	0	0	0	0	0	0	2	0	3	140,576
122	1	Cash loans	F	N	Y	0	157,500	245,619	12,667.5	166,500	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.022625	-17,538	-7,676	-774	-1,082	null	1	1	0	1	1	0	Private service staff	1	2	2	TUESDAY	9	0	0	0	0	0	0	Business Entity Type 3	null	0.182171	0.443615	0.066	null	0.9757	null	null	0	0.1379	0.1667	null	0.046	null	0.0519	null	null	0.0672	null	0.9757	null	null	0	0.1379	0.1667	null	0.0471	null	0.0541	null	null	0.0666	null	0.9757	null	null	0	0.1379	0.1667	null	0.0468	null	0.0529	null	null	null	block of flats	0.0552	Block	No	0	0	0	0	-216	1	0	0	0	0	0	0	0	0	6	44,598
123	0	Cash loans	F	N	Y	0	103,500	239,850	23,494.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Separated	House / apartment	0.018634	-24,729	365,243	-4,047	-4,523	null	1	0	0	1	1	0	null	1	2	2	THURSDAY	12	0	0	0	0	0	0	XNA	null	0.600433	0.795803	0.0247	0.0612	0.9757	null	null	0	0.1034	0.0833	null	0.027	null	0.0304	null	0.0131	0.0252	0.0635	0.9757	null	null	0	0.1034	0.0833	null	0.0276	null	0.0317	null	0.0139	0.025	0.0612	0.9757	null	null	0	0.1034	0.0833	null	0.0275	null	0.0309	null	0.0134	null	block of flats	0.0267	Stone, brick	No	0	0	0	0	-1,183	0	1	0	0	0	0	0	0	0	0	96,537
124	0	Cash loans	M	N	Y	0	58,500	187,704	10,903.5	148,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018029	-20,215	365,243	-3,508	-3,558	null	1	0	0	1	0	0	null	2	3	2	SATURDAY	7	0	0	0	0	0	0	XNA	null	0.557348	0.771362	0.0619	0.0473	0.9771	0.6872	0.0228	0	0.1379	0.1667	0.2083	0.0335	0.0504	0.0544	0	0	0.063	0.0491	0.9772	0.6994	0.023	0	0.1379	0.1667	0.2083	0.0343	0.0551	0.0567	0	0	0.0625	0.0473	0.9771	0.6914	0.023	0	0.1379	0.1667	0.2083	0.0341	0.0513	0.0554	0	0	reg oper account	block of flats	0.0553	Panel	No	1	0	1	0	-1,792	1	0	0	0	0	0	0	0	0	5	115,438
125	0	Cash loans	F	N	Y	0	117,000	269,550	13,095	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.00702	-21,861	365,243	-830	-4,830	null	1	0	0	1	1	0	null	1	2	2	TUESDAY	12	0	0	0	0	0	0	XNA	null	0.641304	0.519097	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	4	0	4	0	-2,025	1	0	0	0	0	0	0	0	0	0	64,709
126	0	Cash loans	F	N	N	1	225,000	1,325,475	56,290.5	1,125,000	Unaccompanied	Working	Higher education	Married	Office apartment	0.002506	-15,323	-5,785	-5,368	-3,602	null	1	1	0	1	0	0	Core staff	3	2	2	FRIDAY	4	0	0	0	0	1	1	School	0.728092	0.702463	0.546023	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-573	1	0	0	0	0	0	0	1	0	1	210,565
127	0	Cash loans	F	N	Y	0	135,000	263,844	14,440.5	189,000	Unaccompanied	Working	Incomplete higher	Separated	House / apartment	0.020713	-16,807	-1,094	-8,184	-339	null	1	1	0	1	1	0	Sales staff	1	3	2	THURSDAY	6	0	0	0	0	1	1	Trade: type 7	null	0.010272	null	0.0082	0	0.9727	0.626	0.0007	0	0.0345	0.0417	0.0833	0.0115	0.0067	0.0054	0	0	0.0084	0	0.9727	0.6406	0.0008	0	0.0345	0.0417	0.0833	0.0117	0.0073	0.0056	0	0	0.0083	0	0.9727	0.631	0.0007	0	0.0345	0.0417	0.0833	0.0117	0.0068	0.0055	0	0	reg oper account	block of flats	0.0046	Block	No	1	0	1	0	-581	1	0	0	0	null	null	null	null	null	null	148,501
128	0	Cash loans	M	Y	N	0	162,000	263,686.5	24,781.5	238,500	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.022625	-13,972	-4,472	-464	-4,529	3	1	1	0	1	1	0	Laborers	2	2	2	THURSDAY	16	0	0	0	0	0	0	Government	0.534999	0.585859	0.788681	0.3093	0.1973	0.9891	0.8504	0	0.4	0.2414	0.4583	0.5	0.4101	0.2522	0.3564	0	0.0168	0.3151	0.2047	0.9891	0.8563	0	0.4028	0.2414	0.4583	0.5	0.4195	0.2755	0.3713	0	0.0178	0.3123	0.1973	0.9891	0.8524	0	0.4	0.2414	0.4583	0.5	0.4173	0.2565	0.3628	0	0.0172	reg oper account	block of flats	0.4064	Panel	No	5	0	5	0	-1,161	1	0	0	0	0	0	0	0	0	3	11,782
129	0	Cash loans	F	N	Y	0	112,500	544,491	17,563.5	454,500	Unaccompanied	Working	Higher education	Separated	House / apartment	0.030755	-21,819	-8,355	-8,440	-4,474	null	1	1	0	1	0	0	High skill tech staff	1	2	2	TUESDAY	18	0	0	0	0	0	0	Business Entity Type 2	null	0.688792	0.522697	0.0412	0.0619	0.9762	0.6668	0.0535	0	0.069	0.1667	0.2083	0.031	0.0336	0.0372	0	0	0.042	0.0642	0.9762	0.6798	0.054	0	0.069	0.1667	0.2083	0.0317	0.0367	0.0387	0	0	0.0416	0.0619	0.9762	0.6713	0.0538	0	0.069	0.1667	0.2083	0.0315	0.0342	0.0378	0	0	reg oper spec account	block of flats	0.0377	Stone, brick	No	0	0	0	0	-2,576	1	0	0	0	0	0	0	0	0	2	190,184
130	1	Cash loans	F	N	N	0	111,915	225,000	21,037.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	With parents	0.018801	-7,989	-150	-2,570	-646	null	1	1	1	1	0	0	Core staff	1	2	2	FRIDAY	16	0	0	0	0	1	1	Trade: type 3	null	0.086253	0.513694	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-122	0	0	0	0	0	0	0	0	0	0	190,078
131	0	Cash loans	F	Y	N	0	225,000	296,280	15,124.5	225,000	Unaccompanied	Commercial associate	Secondary / secondary special	Separated	House / apartment	0.020246	-17,879	-940	-2,294	-1,441	15	1	1	1	1	0	0	null	1	3	3	SUNDAY	15	0	0	0	0	0	0	Other	0.731105	0.748854	0.508287	0.1546	0.084	0.9776	0.694	0.019	0	0.1034	0.1667	0.2083	0.0149	0.1261	0.0568	0	0	0.1576	0.0871	0.9777	0.706	0.0191	0	0.1034	0.1667	0.2083	0.0153	0.1377	0.0591	0	0	0.1561	0.084	0.9776	0.6981	0.0191	0	0.1034	0.1667	0.2083	0.0152	0.1283	0.0578	0	0	reg oper account	block of flats	0.055	Stone, brick	No	1	0	1	0	-2,553	0	0	1	0	0	0	0	1	1	6	155,071
132	0	Revolving loans	F	N	Y	2	157,500	315,000	15,750	315,000	Unaccompanied	Working	Higher education	Civil marriage	House / apartment	0.020246	-12,805	-5,258	-3,262	-3,884	null	1	1	0	1	1	0	Laborers	4	3	3	WEDNESDAY	11	0	0	0	0	0	0	Industry: type 3	0.434878	0.111767	0.192942	0.0784	0.0806	0.9742	0.6464	0.008	0	0.1379	0.1667	0.2083	0.0438	0.0614	0.0592	0.0116	0.0124	0.0798	0.0837	0.9742	0.6602	0.0081	0	0.1379	0.1667	0.2083	0.0448	0.067	0.0617	0.0117	0.0131	0.0791	0.0806	0.9742	0.6511	0.0081	0	0.1379	0.1667	0.2083	0.0446	0.0624	0.0603	0.0116	0.0127	reg oper account	block of flats	0.0536	Stone, brick	No	0	0	0	0	-215	0	0	0	0	0	0	0	0	1	2	116,783
133	0	Cash loans	M	Y	Y	0	90,000	336,150	9,373.5	202,500	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.030755	-10,887	-341	-5,333	-2,828	8	1	1	0	1	0	0	null	1	2	2	FRIDAY	12	0	0	0	0	1	1	Trade: type 3	0.356355	0.547773	0.749022	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-114	0	0	0	0	0	0	0	0	0	2	91,243
134	0	Cash loans	F	Y	Y	0	164,250	755,190	32,125.5	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.018029	-11,568	-2,331	-1,082	-824	8	1	1	0	1	0	0	Secretaries	2	3	3	TUESDAY	7	0	0	0	0	0	0	Construction	0.592547	0.59334	0.303146	null	null	0.9811	null	null	null	0.1552	0.25	null	null	null	null	null	null	null	null	0.9786	null	null	null	0.1034	0.1667	null	null	null	null	null	null	null	null	0.9811	null	null	null	0.1552	0.25	null	null	null	null	null	null	null	block of flats	0.0713	Panel	No	0	0	0	0	-1,606	1	0	0	0	0	0	0	0	1	4	267,616
135	0	Cash loans	F	N	N	2	157,500	497,520	28,692	450,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.003813	-12,019	-1,148	-682	-2,588	null	1	1	0	1	0	0	Sales staff	4	2	2	MONDAY	11	0	0	0	0	0	0	Self-employed	0.721761	0.472286	null	0.0763	0.041	0.9796	null	null	0	0.1379	0.1667	null	null	null	0.0558	null	0.0242	0.0777	0.0425	0.9796	null	null	0	0.1379	0.1667	null	null	null	0.0581	null	0.0256	0.077	0.041	0.9796	null	null	0	0.1379	0.1667	null	null	null	0.0568	null	0.0247	null	block of flats	0.0491	Stone, brick	No	3	0	3	0	-2,575	1	0	0	0	null	null	null	null	null	null	250,213
136	0	Cash loans	M	Y	Y	1	135,000	531,000	32,616	531,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-13,116	-1,786	-7,237	-3,168	1	1	1	0	1	0	0	Drivers	3	2	2	MONDAY	10	0	0	0	0	0	0	Self-employed	null	0.748916	0.639708	0.0722	0.002	0.9781	0.7008	0.0078	0	0.1379	0.1667	0	0.0701	0.0588	0.0677	0	0.0016	0.0735	0.002	0.9782	0.7125	0.0079	0	0.1379	0.1667	0	0.0717	0.0643	0.0706	0	0.0017	0.0729	0.002	0.9781	0.7048	0.0079	0	0.1379	0.1667	0	0.0713	0.0599	0.0689	0	0.0016	reg oper account	block of flats	0.0579	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	2	20,788
137	0	Cash loans	F	N	Y	0	112,500	269,550	18,891	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-20,858	-472	-8,167	-4,411	null	1	1	0	1	0	0	Cleaning staff	2	2	2	WEDNESDAY	15	0	0	0	0	1	1	Industry: type 3	null	0.704424	0.276441	0.0825	0.0756	0.9896	0.8572	0.014	0	0.0345	0.1667	0.2083	0.0131	0.0672	0.049	0	0	0.084	0.0785	0.9896	0.8628	0.0141	0	0.0345	0.1667	0.2083	0.0134	0.0735	0.0511	0	0	0.0833	0.0756	0.9896	0.8591	0.0141	0	0.0345	0.1667	0.2083	0.0134	0.0684	0.0499	0	0	reg oper account	block of flats	0.0462	Stone, brick	No	0	0	0	0	-738	1	0	0	0	0	0	0	0	0	1	38,279
138	0	Cash loans	F	N	N	0	216,000	450,000	27,193.5	450,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.026392	-16,891	-2,730	-7,519	-434	null	1	1	1	1	1	0	null	1	2	2	MONDAY	10	0	0	0	0	0	0	Business Entity Type 3	null	0.640041	0.694093	0.1959	0.1741	0.9841	null	null	0	0.4483	0.1667	null	null	null	0.1762	null	null	0.1996	0.1807	0.9841	null	null	0	0.4483	0.1667	null	null	null	0.1835	null	null	0.1978	0.1741	0.9841	null	null	0	0.4483	0.1667	null	null	null	0.1793	null	null	null	block of flats	0.1795	Panel	No	4	0	3	0	-332	0	0	1	0	0	0	0	0	0	3	81,560
139	0	Cash loans	F	N	N	0	67,500	127,350	6,597	112,500	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.019101	-22,994	365,243	-9,705	-4,078	null	1	0	0	1	0	0	null	1	2	2	TUESDAY	12	0	0	0	0	0	0	XNA	null	0.121906	0.269286	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	2	0	2	0	-632	0	1	0	0	0	0	0	0	1	5	259,444
140	0	Cash loans	F	N	Y	1	81,000	532,494	30,699	454,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.009334	-19,525	365,243	-5,077	-1,589	null	1	0	0	1	1	0	null	3	2	2	WEDNESDAY	9	0	0	0	0	0	0	XNA	null	0.171535	0.540654	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-7	1	0	0	0	0	0	0	0	2	0	96,180
141	0	Cash loans	F	N	Y	0	63,000	808,650	26,217	675,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018209	-18,302	-1,373	-10,539	-1,210	null	1	1	0	1	0	0	Laborers	2	3	3	TUESDAY	11	0	0	0	0	0	0	Housing	null	0.046216	0.549597	0.1392	0.1753	0.9856	0.8028	0.2698	0	0.3448	0.1667	0.0417	0.0957	0.1135	0.1203	null	0.041	0.1418	0.1819	0.9856	0.8105	0.2723	0	0.3448	0.1667	0.0417	0.0979	0.124	0.1253	null	0.0434	0.1405	0.1753	0.9856	0.8054	0.2715	0	0.3448	0.1667	0.0417	0.0974	0.1154	0.1224	null	0.0419	reg oper account	block of flats	0.1475	Stone, brick	No	0	0	0	0	-1,111	1	0	0	0	0	0	0	0	0	0	116,727
142	0	Cash loans	M	Y	N	1	157,500	318,528	25,294.5	252,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.0228	-12,027	-1,720	-3,867	-4,420	12	1	1	0	1	1	1	Drivers	3	2	2	FRIDAY	8	0	0	0	0	1	1	Business Entity Type 3	null	0.164259	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	0	0	0	1	0	null	null	null	null	null	null	163,770
143	0	Cash loans	F	N	Y	0	157,500	700,830	22,738.5	585,000	Spouse, partner	Working	Secondary / secondary special	Civil marriage	House / apartment	0.01885	-16,518	-3,592	-3,627	-44	null	1	1	0	1	0	0	Waiters/barmen staff	2	2	2	SATURDAY	10	0	0	0	0	0	0	Government	null	0.671783	0.593718	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-2,709	1	0	0	0	0	0	0	0	0	1	73,339
144	0	Cash loans	M	N	N	1	180,000	888,840	29,016	675,000	Family	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.007114	-12,648	-2,802	-2,109	-4,594	null	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	11	0	0	0	0	0	0	Self-employed	0.342712	0.634455	0.706205	0.0351	0.0547	0.9886	0.8436	0.0099	0	0.1034	0.1667	0.2083	null	0.0286	0.0451	0.0039	0.0062	0.0357	0.0568	0.9886	0.8497	0.01	0	0.1034	0.1667	0.2083	null	0.0312	0.047	0.0039	0.0066	0.0354	0.0547	0.9886	0.8457	0.01	0	0.1034	0.1667	0.2083	null	0.0291	0.0459	0.0039	0.0063	reg oper account	block of flats	0.0409	Mixed	No	0	0	0	0	-1,127	1	0	0	0	0	0	0	0	3	2	186,855
145	1	Revolving loans	M	N	Y	3	180,000	540,000	27,000	540,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.02461	-15,326	-1,038	-782	-792	null	1	1	0	1	0	0	High skill tech staff	5	2	2	THURSDAY	18	0	0	0	0	0	0	Construction	null	0.37211	0.506484	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-429	0	0	0	0	0	0	0	0	0	2	140,614
146	0	Cash loans	F	N	Y	1	202,500	771,493.5	25,627.5	666,000	Unaccompanied	Working	Higher education	Separated	House / apartment	0.005313	-16,475	-17	-1,225	-25	null	1	1	0	1	0	0	Core staff	2	2	2	MONDAY	12	0	0	0	0	0	0	School	null	0.621978	0.744932	0.1763	0.0933	0.998	null	null	0.12	0.1034	0.3333	null	0.064	null	0.0866	null	0	0.1796	0.0968	0.998	null	null	0.1208	0.1034	0.3333	null	0.0655	null	0.0903	null	0	0.178	0.0933	0.998	null	null	0.12	0.1034	0.3333	null	0.0651	null	0.0882	null	0	null	block of flats	0.1562	Panel	No	0	0	0	0	-1,488	1	0	0	0	0	0	0	0	0	1	228,891
147	0	Cash loans	M	N	N	3	225,000	746,280	49,873.5	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.006233	-14,033	-328	-544	-554	null	1	1	1	1	0	0	Cooking staff	5	2	2	TUESDAY	14	0	0	0	1	1	0	Other	null	0.575086	0.307737	0.0742	null	0.9846	null	null	0.08	0.069	0.3333	null	null	null	0.0757	null	0.0169	0.0756	null	0.9846	null	null	0.0806	0.069	0.3333	null	null	null	0.0789	null	0.0178	0.0749	null	0.9846	null	null	0.08	0.069	0.3333	null	null	null	0.0771	null	0.0172	null	block of flats	0.064	Panel	No	0	0	0	0	-534	1	0	0	0	0	0	0	0	0	6	8,512
148	1	Cash loans	F	N	Y	1	202,500	436,032	28,516.5	360,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.032561	-10,127	-111	-1,724	-337	null	1	1	0	1	1	0	null	3	1	1	WEDNESDAY	14	0	0	0	0	0	0	Business Entity Type 3	null	0.500231	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	No	0	0	0	0	-130	1	0	0	0	null	null	null	null	null	null	183,356
149	0	Cash loans	F	Y	N	0	90,000	227,520	8,172	180,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-21,703	365,243	-9,849	-4,980	11	1	0	0	1	1	0	null	2	2	2	THURSDAY	13	0	0	0	0	0	0	XNA	null	0.265312	0.641368	0.033	0.0146	0.9692	0.5784	0.0408	0	0.1034	0.125	0.1667	0.0145	0.021	0.038	0.027	0.0296	0.0336	0.0152	0.9692	0.5949	0.0412	0	0.1034	0.125	0.1667	0.0149	0.023	0.0396	0.0272	0.0313	0.0333	0.0146	0.9692	0.584	0.0411	0	0.1034	0.125	0.1667	0.0148	0.0214	0.0387	0.0272	0.0302	reg oper account	block of flats	0.0586	Mixed	No	0	0	0	0	-2,028	0	1	0	0	0	0	0	5	0	5	272,729
150	0	Cash loans	F	N	N	0	90,000	67,500	6,705	67,500	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.018209	-19,785	-9,919	-9,342	-3,310	null	1	1	1	1	1	0	Sales staff	2	3	3	TUESDAY	13	0	0	0	0	0	0	Business Entity Type 3	0.62002	0.709453	null	0.1969	0.143	0.9876	null	null	0.2	0.1724	0.3333	null	0.051	null	0.1281	null	0.0564	0.2006	0.1484	0.9876	null	null	0.2014	0.1724	0.3333	null	0.0521	null	0.1334	null	0.0598	0.1988	0.143	0.9876	null	null	0.2	0.1724	0.3333	null	0.0518	null	0.1304	null	0.0576	null	block of flats	0.1658	Panel	No	1	0	1	0	-1	1	0	0	0	0	0	0	0	0	0	31,771
151	0	Cash loans	F	N	N	0	180,000	254,700	25,321.5	225,000	Family	Working	Secondary / secondary special	Separated	House / apartment	0.00496	-13,620	-1,403	-5,451	-4,225	null	1	1	0	1	0	1	Laborers	1	2	2	MONDAY	14	0	0	0	0	0	0	Self-employed	0.521633	0.391436	0.427657	0.0082	null	0.9518	null	null	null	null	0.0417	null	null	null	null	null	null	0.0084	null	0.9518	null	null	null	null	0.0417	null	null	null	null	null	null	0.0083	null	0.9518	null	null	null	null	0.0417	null	null	null	null	null	null	null	block of flats	0.0015	null	No	1	0	1	0	-252	1	0	0	0	0	0	0	0	2	1	262,588
152	0	Cash loans	M	Y	Y	0	337,500	876,078	49,050	765,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.072508	-13,210	-225	-7,318	-4,397	3	1	1	0	1	0	0	Drivers	1	1	1	SATURDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.667167	0.749409	0.337673	null	null	0.9876	null	null	null	null	null	null	null	null	0.2256	null	0.0063	null	null	0.9876	null	null	null	null	null	null	null	null	0.235	null	0.0067	null	null	0.9876	null	null	null	null	null	null	null	null	0.2296	null	0.0065	null	block of flats	0.2152	null	No	0	0	0	0	-382	0	0	1	0	0	0	0	0	0	2	111,151
153	0	Cash loans	M	N	Y	1	315,000	2,250,000	83,515.5	2,250,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.032561	-11,177	-1,514	-64	-2,793	null	1	1	0	1	0	1	Core staff	3	1	1	FRIDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.380092	0.693358	null	0.4753	0.0694	0.995	null	null	0.52	0.1724	0.9583	null	0.1213	null	0.6651	null	0.3558	0.4842	0.072	0.995	null	null	0.5236	0.1724	0.9583	null	0.1241	null	0.693	null	0.3767	0.4799	0.0694	0.995	null	null	0.52	0.1724	0.9583	null	0.1234	null	0.6771	null	0.3633	null	block of flats	0.6216	Monolithic	No	0	0	0	0	-926	1	0	0	0	0	0	0	0	0	3	174,463
154	0	Cash loans	F	N	Y	0	225,000	1,040,985	30,568.5	909,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.003818	-14,823	-185	-1,147	-4,138	null	1	1	0	1	0	0	Sales staff	1	2	2	TUESDAY	6	0	0	0	0	0	0	Self-employed	null	0.626339	0.607557	0.0907	0.1012	0.9816	0.7484	null	0	0.2069	0.1667	0.2083	null	0.074	0.0854	0	0.039	0.0924	0.105	0.9816	0.7583	null	0	0.2069	0.1667	0.2083	null	0.0808	0.0889	0	0.0413	0.0916	0.1012	0.9816	0.7518	null	0	0.2069	0.1667	0.2083	null	0.0752	0.0869	0	0.0398	reg oper account	block of flats	0.0681	Panel	No	2	0	2	0	-1,898	1	0	0	0	0	0	0	0	2	1	92,768
155	0	Cash loans	F	N	Y	0	225,000	684,054	77,494.5	630,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.006629	-23,656	-11,883	-7,125	-4,681	null	1	1	0	1	1	0	null	1	2	2	TUESDAY	9	0	0	0	0	0	0	Bank	null	0.592459	0.736623	0.2598	0.1158	0.9791	0.7144	null	0	0.2069	0.1667	0.2083	0.0218	0.1765	0.0935	0.1622	0.0319	0.2647	0.1202	0.9791	0.7256	null	0	0.2069	0.1667	0.2083	0.0223	0.1928	0.0974	0.1634	0.0338	0.2623	0.1158	0.9791	0.7182	null	0	0.2069	0.1667	0.2083	0.0222	0.1796	0.0952	0.163	0.0326	null	block of flats	0.0805	Block	No	0	0	0	0	-584	1	0	0	0	0	0	0	0	1	4	300,224
156	0	Cash loans	F	Y	Y	2	225,000	1,256,400	36,864	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.019689	-14,091	-5,664	-8,127	-2,462	7	1	1	0	1	0	0	null	4	2	2	TUESDAY	9	0	0	0	0	0	0	Business Entity Type 3	null	0.598632	0.344155	0.0742	0.0564	0.9826	0.762	0.0044	0.08	0.069	0.3333	0.0417	0.0403	0.0605	0.0762	0	0	0.0756	0.0585	0.9826	0.7713	0.0044	0.0806	0.069	0.3333	0.0417	0.0412	0.0661	0.0794	0	0	0.0749	0.0564	0.9826	0.7652	0.0044	0.08	0.069	0.3333	0.0417	0.041	0.0616	0.0776	0	0	org spec account	block of flats	0.0726	Panel	No	4	2	4	2	0	1	0	0	0	0	0	0	0	0	0	160,420
157	0	Cash loans	M	Y	N	2	157,500	720,000	28,552.5	720,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	With parents	0.030755	-14,144	-4,516	-1,516	-4,616	7	1	1	0	1	1	0	Sales staff	4	2	2	THURSDAY	10	0	0	0	0	1	1	Self-employed	null	0.722178	0.634706	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-1,450	1	0	0	0	0	0	0	0	0	2	170,735
158	0	Revolving loans	F	N	N	2	112,500	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-13,584	-680	-350	-2,097	null	1	1	0	1	0	0	Sales staff	4	2	2	TUESDAY	16	0	0	0	0	0	0	Self-employed	0.394163	0.636572	null	0.1148	0.084	0.9945	0.9252	0.0034	0.0932	0.1262	0.3054	0.3471	0.0393	0.0936	0.1036	0	0	0.063	0.0955	0.9975	0.9673	0	0	0.1379	0.375	0.4167	0.0151	0.0551	0.0637	0	0	0.1218	0.0921	0.9975	0.9665	0	0.12	0.1379	0.375	0.4167	0.0206	0.1	0.1027	0	0	reg oper account	block of flats	0.0544	Panel	No	0	0	0	0	0	0	0	0	0	null	null	null	null	null	null	38,354
159	0	Cash loans	F	N	N	1	121,500	1,102,500	32,364	1,102,500	Unaccompanied	State servant	Secondary / secondary special	Married	Municipal apartment	0.009657	-13,957	-410	-5,038	-4,630	null	1	1	1	1	1	0	Laborers	3	2	2	MONDAY	13	0	0	0	0	0	0	Business Entity Type 2	0.741096	0.408871	0.425893	0.0649	0.0935	0.9806	0.7348	null	0	0.1379	0.1667	0.2083	0.0805	0.0471	0.0542	0.027	0.0983	0.0662	0.097	0.9806	0.7452	null	0	0.1379	0.1667	0.2083	0.0824	0.0514	0.0565	0.0272	0.104	0.0656	0.0935	0.9806	0.7383	null	0	0.1379	0.1667	0.2083	0.0819	0.0479	0.0552	0.0272	0.1003	null	block of flats	0.0477	Stone, brick	No	0	0	0	0	-317	1	0	0	0	0	0	0	1	0	4	64,170
160	0	Revolving loans	F	N	N	0	135,000	405,000	20,250	405,000	Children	Working	Secondary / secondary special	Married	House / apartment	0.008474	-19,070	-837	-6,789	-2,595	null	1	1	1	1	0	0	Sales staff	2	2	2	WEDNESDAY	11	0	0	0	0	0	0	Self-employed	0.621555	0.371543	0.180888	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	10	1	10	0	-481	0	0	0	0	0	0	0	0	0	2	186,847
161	0	Cash loans	M	Y	Y	1	108,000	912,240	30,276	787,500	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018634	-17,850	-2,899	-2,880	-1,400	9	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	9	0	0	0	0	1	1	Industry: type 3	null	0.497301	0.832785	0.0701	0.1336	0.9816	null	null	0	0.1207	0.125	null	0.051	0.1009	0.0736	0	0.0011	0.0168	0.1387	0.9737	null	null	0	0.069	0.0417	null	0.0522	0.1102	0.0151	0	0.0012	0.0708	0.1336	0.9816	null	null	0	0.1207	0.125	null	0.0519	0.1026	0.0749	0	0.0011	null	block of flats	0.0114	Stone, brick	No	1	0	1	0	0	0	0	1	0	0	1	0	0	0	2	24,230
162	0	Cash loans	F	N	Y	0	216,000	679,671	28,926	607,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010966	-18,341	-701	-9,730	-1,876	null	1	1	0	1	0	0	null	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Transport: type 4	null	0.201584	0.609276	0.1031	0.0838	0.9826	0.762	0.009	0	0.2069	0.1667	0.2083	0	0.0841	0.0943	0	0	0.105	0.087	0.9826	0.7713	0.0091	0	0.2069	0.1667	0.2083	0	0.0918	0.0982	0	0	0.1041	0.0838	0.9826	0.7652	0.009	0	0.2069	0.1667	0.2083	0	0.0855	0.096	0	0	reg oper account	block of flats	0.0791	Panel	No	1	1	1	0	-2,071	1	0	0	0	0	0	0	0	0	8	164,235
163	0	Cash loans	F	N	Y	0	135,000	364,896	19,926	315,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-15,887	-468	-4,604	-3,739	null	1	1	0	1	0	0	Cooking staff	2	2	2	WEDNESDAY	12	0	0	0	1	0	1	Military	null	0.505288	0.218859	0.066	0.0891	0.9762	0.6736	0.0079	0	0.1379	0.125	0.1667	0.012	0.0538	0.0499	0	0	0.0672	0.0925	0.9762	0.6864	0.008	0	0.1379	0.125	0.1667	0.0123	0.0588	0.052	0	0	0.0666	0.0891	0.9762	0.678	0.0079	0	0.1379	0.125	0.1667	0.0123	0.0547	0.0508	0	0	not specified	block of flats	0.0436	Stone, brick	No	1	0	1	0	-736	1	0	0	0	0	0	0	0	0	2	231,544
164	0	Cash loans	M	Y	Y	0	112,500	312,768	20,353.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-23,187	-1,896	-5,213	-4,265	21	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	16	0	0	0	0	1	1	Business Entity Type 2	null	0.430618	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	2	0	2	0	-149	0	0	1	0	null	null	null	null	null	null	266,406
165	0	Cash loans	M	Y	Y	2	135,000	781,920	50,148	675,000	Spouse, partner	Commercial associate	Secondary / secondary special	Married	House / apartment	0.035792	-12,994	-1,330	-2,588	-1,202	21	1	1	0	1	0	0	Laborers	4	2	2	SUNDAY	12	0	0	0	0	1	1	Business Entity Type 3	0.437289	0.645634	0.654529	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-334	0	0	1	0	0	0	0	0	0	0	88,041
166	0	Cash loans	F	N	Y	1	225,000	1,483,231.5	51,687	1,354,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-20,191	-1,699	-6,040	-3,723	null	1	1	0	1	0	1	Accountants	3	2	2	MONDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.85308	0.757328	0.130947	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	2	1	2	0	-1,864	1	0	0	0	0	0	0	0	1	2	110,120
167	0	Cash loans	M	N	Y	2	135,000	590,337	28,530	477,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018029	-11,978	-3,947	-6,005	-4,099	null	1	1	0	1	1	0	Laborers	4	3	2	SUNDAY	8	0	0	0	0	0	0	Housing	0.244903	0.628532	0.121408	0.083	0.056	0.9816	0.8232	0.0681	0.1	0.1034	0.1875	0.4167	0.1387	0.1278	0.0967	0.0309	0.0158	0.0011	0	0.9762	0.8301	0.0687	0	0.0345	0	0.4167	0.1419	0.1396	0.0009	0.0311	0	0.0838	0.056	0.9816	0.8256	0.0685	0.1	0.1034	0.1875	0.4167	0.1411	0.13	0.0984	0.0311	0.0162	reg oper account	terraced house	0.1955	Wooden	No	4	1	4	1	-155	1	0	0	0	0	0	0	0	0	4	252,044
168	0	Cash loans	M	Y	Y	0	90,000	101,880	10,827	90,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.005144	-20,945	-7,359	-7,395	-4,287	11	1	1	1	1	0	0	Drivers	2	2	2	SATURDAY	12	0	0	0	0	0	0	Business Entity Type 3	null	0.718314	0.3808	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-2,278	0	0	1	0	0	0	0	0	0	0	5,708
169	0	Cash loans	M	N	Y	0	112,500	161,730	13,833	135,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.028663	-9,720	-573	-689	-2,193	null	1	1	1	1	1	0	Laborers	2	2	2	SUNDAY	13	0	0	0	0	1	1	Business Entity Type 3	null	0.394075	0.454321	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	3	0	3	0	-1,197	1	0	0	0	0	0	0	0	0	3	139,659
170	0	Cash loans	M	N	N	1	247,500	447,768	35,505	405,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-17,103	-5,021	-221	-647	null	1	1	1	1	0	0	Laborers	3	2	2	SATURDAY	14	0	0	0	0	0	0	Industry: type 9	0.405098	0.10357	0.742182	0.0866	0.1252	0.9876	null	null	0	0.2069	0.1667	null	0.0551	null	0.0905	null	0.0428	0.0882	0.1299	0.9876	null	null	0	0.2069	0.1667	null	0.0563	null	0.0943	null	0.0453	0.0874	0.1252	0.9876	null	null	0	0.2069	0.1667	null	0.056	null	0.0921	null	0.0437	null	block of flats	0.09	Panel	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	199,152
171	0	Cash loans	F	N	Y	0	225,000	402,939	19,381.5	306,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010147	-19,914	-3,408	-7,647	-3,444	null	1	1	0	1	1	0	Laborers	2	2	2	FRIDAY	11	0	1	1	0	1	1	Business Entity Type 1	0.582492	0.657784	0.196334	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	2	1	2	0	-1,498	1	0	0	0	0	0	0	0	0	4	246,937
172	0	Cash loans	F	N	Y	0	90,000	808,650	23,643	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Civil marriage	House / apartment	0.007305	-22,389	365,243	-12,314	-4,884	null	1	0	0	1	0	0	null	2	3	3	WEDNESDAY	12	0	0	0	0	0	0	XNA	null	0.223495	0.45611	0.0082	null	0.9414	null	null	null	null	0.0417	null	null	null	0.007	null	null	0.0084	null	0.9414	null	null	null	null	0.0417	null	null	null	0.0055	null	null	0.0083	null	0.9414	null	null	null	null	0.0417	null	null	null	0.0071	null	null	null	block of flats	0.0042	Wooden	No	1	0	1	0	-1,386	0	1	0	0	0	0	0	0	0	3	269,020
173	0	Cash loans	F	N	Y	2	67,500	76,410	4,513.5	67,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.0105	-15,293	-5,317	-4,699	-4,753	null	1	1	1	1	0	0	Laborers	4	3	3	FRIDAY	15	0	0	0	0	1	1	Industry: type 3	0.636498	0.093445	0.519097	0.034	null	0.9816	null	null	0	null	0.0833	null	null	null	0.0269	null	0	0.0347	null	0.9816	null	null	0	null	0.0833	null	null	null	0.0281	null	0	0.0344	null	0.9816	null	null	0	null	0.0833	null	null	null	0.0274	null	0	null	null	0.0212	Stone, brick	No	0	0	0	0	-1,655	1	0	0	0	0	0	0	0	1	0	208,533
174	0	Cash loans	F	Y	N	1	72,000	90,000	6,529.5	90,000	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.010966	-11,259	-164	-808	-3,951	17	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	12	0	0	0	0	0	0	Business Entity Type 3	null	0.295433	0.621226	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-1,203	1	0	0	0	0	0	0	0	1	5	177,302
175	0	Cash loans	M	Y	Y	0	202,500	270,000	14,134.5	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.025164	-19,530	-1,940	-7,092	-3,060	12	1	1	0	1	1	0	Drivers	2	2	2	THURSDAY	8	0	0	0	0	1	1	Other	0.690437	0.581022	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-1,424	1	0	0	0	0	0	0	0	0	0	120,573
176	0	Cash loans	F	N	Y	0	225,000	490,495.5	50,391	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.006629	-17,715	-1,256	-5,284	-1,238	null	1	1	0	1	0	0	Sales staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Self-employed	null	0.670967	null	0.232	0.2113	0.9886	0.8436	0.064	0.2	0.1724	0.3333	0.0417	0.142	0.1858	0.2913	0.0154	0.0199	0.2363	0.2192	0.9886	0.8497	0.0646	0.2014	0.1724	0.3333	0.0417	0.1452	0.2029	0.3035	0.0156	0.021	0.2342	0.2113	0.9886	0.8457	0.0644	0.2	0.1724	0.3333	0.0417	0.1445	0.189	0.2966	0.0155	0.0203	org spec account	block of flats	0.2685	Panel	No	3	0	3	0	-470	1	0	0	0	0	0	0	0	1	1	217,825
177	0	Cash loans	M	Y	Y	0	292,500	1,078,200	34,911	900,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.04622	-21,646	-2,127	-381	-4,264	2	1	1	0	1	1	0	Drivers	2	1	1	FRIDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.717761	0.750443	0.511892	0.0722	0.0575	null	0.8708	0.0137	null	0.0345	0.1667	0.0417	null	null	null	null	null	0.0735	0.0597	null	0.8759	0.0138	null	0.0345	0.1667	0.0417	null	null	null	null	null	0.0729	0.0575	null	0.8725	0.0138	null	0.0345	0.1667	0.0417	null	null	null	null	null	reg oper spec account	null	0.0376	Stone, brick	No	2	1	2	1	-307	1	0	0	0	0	0	0	0	0	3	294,468
178	0	Cash loans	M	Y	Y	0	315,000	824,544	52,825.5	720,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.04622	-15,377	-4,398	-34	-5,046	3	1	1	0	1	0	0	Laborers	1	1	1	MONDAY	15	0	0	0	0	0	0	Business Entity Type 3	0.59371	0.611886	0.420611	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-567	0	0	1	0	0	0	0	0	0	1	18,186
179	0	Cash loans	F	N	Y	0	90,000	312,768	16,119	270,000	Unaccompanied	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.018634	-23,090	365,243	-7,062	-2,979	null	1	0	0	1	1	0	null	1	2	2	TUESDAY	10	0	0	0	0	0	0	XNA	null	0.518701	0.730987	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	3	1	3	1	-2,568	1	0	0	0	0	0	0	0	0	3	145,535
180	0	Cash loans	F	N	Y	0	135,000	81,000	9,135	81,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-16,273	-1,605	-939	-1,092	null	1	1	0	1	0	0	Cooking staff	2	2	2	TUESDAY	14	0	0	0	0	0	0	Restaurant	null	0.233865	null	0.1247	0.0563	0.9732	0.6328	0.1041	0	0.2069	0.1667	0.2083	0	0.0925	0.1388	0.0425	0.0869	0.1271	0.0584	0.9732	0.6472	0.105	0	0.2069	0.1667	0.2083	0	0.101	0.1446	0.0428	0.092	0.126	0.0563	0.9732	0.6377	0.1047	0	0.2069	0.1667	0.2083	0	0.0941	0.1413	0.0427	0.0887	reg oper account	block of flats	0.185	Block	No	6	0	6	0	-364	1	0	0	0	null	null	null	null	null	null	38,050
181	0	Cash loans	M	Y	Y	0	180,000	427,500	21,955.5	427,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.018209	-20,672	365,243	-3,315	-3,299	25	1	0	0	1	0	0	null	2	3	3	FRIDAY	8	0	0	0	0	0	0	XNA	null	0.379162	0.3791	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	2	0	2	0	-1,838	1	0	0	0	0	0	0	0	0	4	266,684
182	0	Cash loans	M	N	Y	0	180,000	180,000	20,488.5	180,000	Unaccompanied	Working	Higher education	Single / not married	Co-op apartment	0.011657	-10,038	-1,746	-4,742	-2,723	null	1	1	1	1	0	0	Core staff	1	1	1	FRIDAY	14	0	1	1	0	1	1	Government	null	0.70577	0.477649	0.0619	0.076	0.9876	0.83	0.0575	0	0.1034	0.1667	0.2083	0.0559	0.0504	0.0703	0	0.1447	0.063	0.0788	0.9876	0.8367	0.0581	0	0.1034	0.1667	0.2083	0.0572	0.0551	0.0733	0	0.1532	0.0625	0.076	0.9876	0.8323	0.0579	0	0.1034	0.1667	0.2083	0.0569	0.0513	0.0716	0	0.1477	reg oper account	block of flats	0.0868	Panel	No	2	0	2	0	-770	1	0	0	0	0	0	0	0	0	2	116,295
183	0	Cash loans	F	N	Y	0	90,000	522,000	22,243.5	522,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.026392	-14,974	-2,389	-7,478	-4,099	null	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	1	1	Postal	null	0.508092	0.542445	0.0278	null	0.9896	null	null	0	0.069	0.0833	null	null	null	0.0254	null	0.0524	0.0284	null	0.9896	null	null	0	0.069	0.0833	null	null	null	0.0265	null	0.0555	0.0281	null	0.9896	null	null	0	0.069	0.0833	null	null	null	0.0259	null	0.0535	null	block of flats	0.0314	Stone, brick	No	0	0	0	0	-2,649	1	0	0	0	0	0	0	0	0	1	236,765
184	0	Cash loans	M	Y	Y	0	315,000	1,575,000	41,548.5	1,575,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.008625	-13,640	-3,339	-3,522	-5,525	2	1	1	1	1	1	0	Drivers	2	2	2	SATURDAY	10	1	1	0	1	1	0	Postal	0.118684	0.690458	0.520898	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-830	1	0	0	0	0	0	0	0	1	1	133,038
185	0	Cash loans	F	N	Y	0	108,000	585,000	32,665.5	585,000	Family	Pensioner	Higher education	Widow	House / apartment	0.009549	-23,456	365,243	-2,267	-4,483	null	1	0	0	1	1	0	null	1	2	2	THURSDAY	17	0	0	0	0	0	0	XNA	0.770814	0.235314	0.270707	0.0588	null	0.993	null	null	0	0.1034	0.1667	null	0.0659	null	0.0651	null	0	0.0599	null	0.993	null	null	0	0.1034	0.1667	null	0.0674	null	0.0678	null	0	0.0593	null	0.993	null	null	0	0.1034	0.1667	null	0.0671	null	0.0662	null	0	null	block of flats	0.0645	Panel	No	0	0	0	0	-2,255	1	0	0	0	0	0	0	0	0	0	81,650
186	0	Cash loans	F	N	Y	0	121,500	1,215,000	48,186	1,215,000	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.018209	-23,037	365,243	-2,017	-4,082	null	1	0	0	1	0	0	null	2	3	3	SATURDAY	7	0	0	0	0	0	0	XNA	null	0.30515	0.695622	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-2,435	1	0	0	0	0	0	0	0	0	0	221,291
187	0	Cash loans	F	N	Y	0	112,500	723,996	34,960.5	585,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.019689	-8,302	-278	-1,219	-959	null	1	1	0	1	1	0	Sales staff	1	2	2	TUESDAY	15	0	0	0	0	0	0	Self-employed	0.389138	0.577718	0.394495	0.032	0.0229	0.9742	0.6464	0.0037	0	0.069	0.125	0.1667	0.0448	0.0252	0.0204	0.0039	0.002	0.0326	0.0238	0.9742	0.6602	0.0037	0	0.069	0.125	0.1667	0.0458	0.0275	0.0213	0.0039	0.0022	0.0323	0.0229	0.9742	0.6511	0.0037	0	0.069	0.125	0.1667	0.0456	0.0257	0.0208	0.0039	0.0021	reg oper account	block of flats	0.0186	Block	No	3	0	3	0	-800	1	0	0	0	0	0	0	0	0	2	184,587
188	0	Cash loans	F	N	N	0	157,500	1,256,400	36,864	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	Municipal apartment	0.032561	-18,810	-995	-9,761	-2,290	null	1	1	0	1	0	0	null	1	1	1	FRIDAY	17	0	0	0	0	0	0	Business Entity Type 3	null	0.695817	0.713631	0.0619	0.0612	0.9737	null	null	0	0.1379	0.1667	null	0.0739	null	0.0547	null	0	0.063	0.0635	0.9737	null	null	0	0.1379	0.1667	null	0.0756	null	0.057	null	0	0.0625	0.0612	0.9737	null	null	0	0.1379	0.1667	null	0.0752	null	0.0557	null	0	null	block of flats	0.043	Panel	No	2	1	2	1	-1,388	1	0	0	0	0	0	0	0	0	1	163,737
189	0	Cash loans	F	N	N	0	85,500	225,000	18,040.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.014464	-10,571	-1,028	-643	-1,899	null	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	12	0	0	0	0	0	0	Business Entity Type 3	0.101045	0.646689	0.225087	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-2,206	1	0	0	0	0	0	0	0	2	3	205,830
190	0	Cash loans	M	N	Y	0	180,000	427,450.5	23,319	369,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.010276	-11,180	-1,313	-4,774	-3,699	null	1	1	0	1	0	0	Laborers	2	2	2	THURSDAY	9	0	0	0	1	1	0	Business Entity Type 3	null	0.285898	0.448962	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-177	1	0	0	0	0	0	0	0	1	2	200,174
191	0	Revolving loans	F	N	Y	0	90,000	337,500	16,875	337,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.032561	-21,497	365,243	-14,502	-4,288	null	1	0	0	1	1	0	null	2	1	1	TUESDAY	16	0	0	0	0	0	0	XNA	null	0.714056	0.750375	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	-2,124	0	0	0	0	0	0	0	0	0	3	170,309
192	0	Revolving loans	F	N	Y	1	135,000	180,000	9,000	180,000	Spouse, partner	Working	Secondary / secondary special	Married	House / apartment	0.010006	-9,135	-460	-1,219	-1,815	null	1	1	1	1	1	0	Sales staff	3	2	1	FRIDAY	14	0	0	0	0	0	0	Business Entity Type 2	null	0.195258	0.183035	0.1103	0.064	0.9841	0.7824	0.0308	0.08	0.0345	0.2917	0.3333	0.0148	0.0765	0.0635	0.0618	0.0361	0.1124	0.0664	0.9841	0.7909	0.0311	0.0806	0.0345	0.2917	0.3333	0.0151	0.0836	0.0662	0.0623	0.0382	0.1114	0.064	0.9841	0.7853	0.031	0.08	0.0345	0.2917	0.3333	0.015	0.0778	0.0646	0.0621	0.0369	reg oper account	block of flats	0.0585	Panel	No	3	1	3	1	-70	0	0	0	0	0	0	0	0	1	2	291,237
193	1	Cash loans	F	N	Y	0	157,500	1,710,000	66,262.5	1,710,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.004849	-23,127	-9,274	-817	-4,173	null	1	1	0	1	0	0	Medicine staff	2	2	2	WEDNESDAY	10	0	0	0	0	0	0	Other	null	0.126332	null	0.033	null	0.9757	null	null	null	null	null	null	null	null	null	null	null	0.0336	null	0.9757	null	null	null	null	null	null	null	null	null	null	null	0.0333	null	0.9757	null	null	null	null	null	null	null	null	null	null	null	null	block of flats	0.0195	Stone, brick	No	0	0	0	0	-1,246	0	0	0	0	null	null	null	null	null	null	70,040
194	0	Cash loans	M	Y	Y	0	308,250	1,305,000	38,281.5	1,305,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.026392	-15,612	-1,106	-8,060	-4,018	6	1	1	1	1	1	0	Drivers	2	2	2	MONDAY	14	0	0	0	0	0	0	Self-employed	0.652943	0.698453	0.800451	0.1979	0.1629	0.9851	null	null	0.24	0.2069	0.3333	null	null	null	0.2063	null	0.1504	0.2017	0.169	0.9851	null	null	0.2417	0.2069	0.3333	null	null	null	0.2149	null	0.1592	0.1999	0.1629	0.9851	null	null	0.24	0.2069	0.3333	null	null	null	0.21	null	0.1535	null	block of flats	0.1949	Panel	No	1	0	1	0	-2,263	0	0	1	0	0	0	0	0	0	3	84,001
195	0	Cash loans	M	N	Y	0	180,000	254,700	16,407	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.072508	-23,946	365,243	-6,935	-3,948	null	1	0	0	1	0	0	null	1	1	1	WEDNESDAY	16	0	0	0	0	0	0	XNA	null	0.458685	0.528093	0.3041	0.1854	0.9791	0.7144	0	0.32	0.2759	0.3333	0.0417	0	0.2412	0.281	0.0309	0.009	0.3099	0.1924	0.9791	0.7256	0	0.3222	0.2759	0.3333	0.0417	0	0.2635	0.2928	0.0311	0.0096	0.3071	0.1854	0.9791	0.7182	0	0.32	0.2759	0.3333	0.0417	0	0.2454	0.2861	0.0311	0.0092	reg oper account	block of flats	0.223	Panel	No	0	0	0	0	-975	0	1	0	0	0	0	0	0	1	5	270,035
196	0	Cash loans	F	N	Y	1	112,500	675,000	21,906	675,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.025164	-17,957	-4,942	-7,868	-1,478	null	1	1	1	1	0	0	Sales staff	2	2	2	THURSDAY	15	0	0	0	0	0	0	Self-employed	null	0.660907	0.622922	0.0124	0	0.9702	0.592	0.0017	0	0.069	0.0417	null	0.0093	0.0101	0.0104	0	0	0.0126	0	0.9702	0.608	0.0017	0	0.069	0.0417	null	0.0095	0.011	0.0108	0	0	0.0125	0	0.9702	0.5975	0.0017	0	0.069	0.0417	null	0.0095	0.0103	0.0105	0	0	not specified	block of flats	0.0091	Wooden	No	0	0	0	0	-1,631	1	0	0	0	0	0	0	1	0	1	68,625
197	1	Revolving loans	F	Y	Y	0	73,341	135,000	6,750	135,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.018801	-9,157	-146	-2,926	-1,822	11	1	1	0	1	0	0	Managers	1	2	2	THURSDAY	11	0	0	0	0	0	0	Insurance	null	0.52323	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	No	1	1	1	1	-64	0	0	0	1	null	null	null	null	null	null	229,046
198	0	Cash loans	F	N	Y	0	135,000	747,000	38,268	747,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.026392	-12,585	-870	-6,120	-4,734	null	1	1	0	1	0	0	Sales staff	2	2	2	SATURDAY	10	0	0	0	0	0	0	Self-employed	null	0.653572	0.832785	0.0825	null	0.9737	null	null	0	0.1379	0.1667	null	null	null	0.0644	null	0	0.084	null	0.9737	null	null	0	0.1379	0.1667	null	null	null	0.0671	null	0	0.0833	null	0.9737	null	null	0	0.1379	0.1667	null	null	null	0.0656	null	0	null	block of flats	0.0506	Stone, brick	No	4	1	4	1	-914	1	0	0	0	0	0	1	0	0	1	284,863
199	0	Cash loans	M	Y	Y	2	180,000	675,000	29,862	675,000	Unaccompanied	Working	Higher education	Married	With parents	0.015221	-14,445	-3,218	-5,173	-5,186	2	1	1	0	1	1	1	Laborers	4	2	2	TUESDAY	16	0	0	0	0	0	0	Business Entity Type 3	0.692455	0.328269	0.758393	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	0	0	0	0	0	1	0	0	0	0	0	0	1	0	3	250,658

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