Split (1)

train · 308k rows

SK_ID_CURR int64 100k 456k	TARGET class label 2 classes	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 117M	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 -24,672 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 stringlengths 3 22	EXT_SOURCE_1 float64 0.01 0.96 ⌀	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_13 int64 0 1	AMT_REQ_CREDIT_BUREAU_HOUR float64 0 4 ⌀	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 ⌀
100,119	00	Revolving loans	F	N	Y	0	54,000	180,000	9,000	180,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-11,142	-2,419	-4,987	-467	null	1	1	0	1	0	0	Medicine staff	2	2	2	SATURDAY	16	0	0	0	0	0	0	Medicine	null	0.500264	0.077499	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-149	0	0	0	0	0	0	0	0	0	0
100,120	00	Cash loans	F	N	N	0	135,000	781,920	28,215	675,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.019689	-9,650	-2,953	-4,329	-367	null	1	1	1	1	0	0	Core staff	2	2	2	FRIDAY	15	0	0	0	0	1	1	Government	0.254352	0.169953	0.121408	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	0	1	0	-17	1	0	0	0	0	0	0	0	0	0
100,121	00	Cash loans	M	N	Y	0	126,000	787,131	26,145	679,500	Unaccompanied	Working	Secondary / secondary special	Married	With parents	0.018209	-16,798	-669	-9,388	-347	null	1	1	1	1	1	0	Low-skill Laborers	2	3	3	FRIDAY	7	0	0	0	0	0	0	Business Entity Type 2	null	0.58615	0.581484	null	0.1117	0.9781	null	null	null	0.2069	0.1667	null	null	null	0.0987	null	null	null	0.1159	0.9782	null	null	null	0.2069	0.1667	null	null	null	0.1028	null	null	null	0.1117	0.9781	null	null	null	0.2069	0.1667	null	null	null	0.1004	null	null	null	null	0.0776	Panel	No	5	2	5	2	-319	1	0	0	0	1	1	0	0	0	1
100,122	00	Cash loans	F	N	N	1	76,500	808,650	26,217	675,000	Unaccompanied	Commercial associate	Higher education	Married	With parents	0.0228	-10,954	-2,469	-550	-596	null	1	1	0	1	1	0	Core staff	3	2	2	TUESDAY	11	0	0	0	0	0	0	Other	0.405564	0.047291	0.406617	0.3887	0.2438	0.999	0.9864	0.1221	0.4264	0.1838	0.5833	0.625	0.1498	0.2564	0.3606	0.278	0.0267	0.2174	0.2108	0.999	0.9869	0.0678	0.2417	0.1034	0.5833	0.625	0.0965	0.1534	0.225	0.1556	0.0133	0.3872	0.2032	0.999	0.9866	0.1201	0.4	0.1724	0.5833	0.625	0.104	0.2608	0.3475	0.2601	0.0234	reg oper account	block of flats	0.2094	Panel	No	5	1	5	1	-663	1	0	0	0	0	0	0	0	0	0
100,123	00	Cash loans	F	N	N	0	103,500	675,000	19,737	675,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.020246	-23,719	-8,466	-3,917	-4,036	null	1	1	1	1	0	0	Security staff	1	3	3	SATURDAY	16	0	0	0	0	0	0	Medicine	null	0.399366	0.67383	0.0567	0.0629	0.9732	0.6328	0.0484	0	0.1034	0.1667	0.2083	0.0314	0.042	0.0308	0.0193	0.0148	0.0578	0.0652	0.9732	0.6472	0.0488	0	0.1034	0.1667	0.2083	0.0322	0.0459	0.0321	0.0195	0.0156	0.0573	0.0629	0.9732	0.6377	0.0487	0	0.1034	0.1667	0.2083	0.032	0.0428	0.0313	0.0194	0.0151	reg oper account	block of flats	0.0396	Stone, brick	No	0	0	0	0	-1,689	1	0	0	0	0	0	0	0	0	2
100,124	00	Cash loans	M	N	Y	0	225,000	448,272	28,647	396,000	Unaccompanied	Pensioner	Secondary / secondary special	Widow	House / apartment	0.072508	-24,051	365,243	-7,040	-4,053	null	1	0	0	1	1	1	null	1	1	1	WEDNESDAY	17	0	0	0	0	0	0	XNA	null	0.710318	0.554947	0.2959	0.1785	0.9786	0.7076	0	0.32	0.2759	0.3333	0.375	0	0.2412	0.2693	0	0.0061	0.3015	0.1853	0.9786	0.719	0	0.3222	0.2759	0.3333	0.375	0	0.2635	0.2805	0	0.0064	0.2987	0.1785	0.9786	0.7115	0	0.32	0.2759	0.3333	0.375	0	0.2454	0.2741	0	0.0062	reg oper account	block of flats	0.2131	Panel	No	0	0	0	0	-1,080	0	1	0	0	0	0	0	0	1	8
100,125	00	Cash loans	F	N	N	0	126,000	263,686.5	26,208	238,500	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.009549	-21,613	365,243	-2,376	-2,434	null	1	0	0	1	1	0	null	2	2	2	MONDAY	11	0	0	0	0	0	0	XNA	null	0.571331	0.554947	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,165	0	1	0	0	0	0	0	0	0	2
100,126	00	Revolving loans	M	N	Y	2	135,000	180,000	9,000	180,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.04622	-12,900	-782	-2,124	-3,888	null	1	1	1	1	0	0	null	4	1	1	FRIDAY	21	0	0	0	0	1	1	Transport: type 4	null	0.705093	0.574447	0.0165	0.0309	0.9732	null	null	null	0.069	0.0417	null	null	null	0.0126	null	null	0.0168	0.0321	0.9732	null	null	null	0.069	0.0417	null	null	null	0.0131	null	null	0.0167	0.0309	0.9732	null	null	null	0.069	0.0417	null	null	null	0.0128	null	null	null	block of flats	0.0099	Stone, brick	No	1	1	1	1	-1,091	0	0	0	0	0	0	0	0	0	0
100,127	00	Cash loans	M	N	Y	0	112,500	52,128	5,341.5	45,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.02461	-21,341	365,243	-10,150	-1,403	null	1	0	0	1	1	0	null	2	2	2	FRIDAY	7	0	0	0	0	0	0	XNA	null	0.687003	null	0.0742	0	0.9861	0.8096	null	0.08	0.069	0.3333	0.0417	0.0435	0.0605	0.0736	0	0	0.0756	0	0.9861	0.8171	null	0.0806	0.069	0.3333	0.0417	0.0445	0.0661	0.0766	0	0	0.0749	0	0.9861	0.8121	null	0.08	0.069	0.3333	0.0417	0.0443	0.0616	0.0749	0	0	reg oper account	block of flats	0.0766	Panel	No	0	0	0	0	-2,279	0	1	0	0	null	null	null	null	null	null
100,129	00	Revolving loans	F	Y	Y	1	85,500	135,000	6,750	135,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.018029	-9,415	-225	-4,066	-2,104	5	1	1	0	0	0	0	null	3	3	2	MONDAY	8	0	0	0	0	0	0	Business Entity Type 1	0.479544	0.610207	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	1	1	0	0	0	0	0
100,130	11	Cash loans	F	N	Y	1	157,500	723,996	30,802.5	585,000	Unaccompanied	Commercial associate	Incomplete higher	Separated	House / apartment	0.007274	-10,526	-267	-387	-3,190	null	1	1	0	1	1	0	Sales staff	2	2	2	SUNDAY	12	0	1	1	0	1	1	Trade: type 2	null	0.282069	0.120641	0.1485	0.0604	0.9881	0.8368	0.0882	0.04	0.0345	0.3333	0.375	0.1368	0.1202	0.1012	0.0039	0.0027	0.1513	0.0627	0.9881	0.8432	0.089	0.0403	0.0345	0.3333	0.375	0.1399	0.1313	0.1055	0.0039	0.0029	0.1499	0.0604	0.9881	0.839	0.0888	0.04	0.0345	0.3333	0.375	0.1392	0.1223	0.103	0.0039	0.0028	reg oper account	block of flats	0.1284	Stone, brick	No	0	0	0	0	-56	1	0	0	0	0	0	0	0	0	0
100,131	00	Cash loans	F	N	Y	0	270,000	891,072	45,625.5	720,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.072508	-13,830	-1,169	-7,953	-4,802	null	1	1	0	1	0	0	Realty agents	1	1	1	THURSDAY	15	0	0	0	0	0	0	Other	0.339403	0.707972	0.452534	0.1423	0.0785	0.9841	0.7824	0.2632	0.24	0.1034	0.4583	0.5	0.0216	0.111	0.1627	0.0232	0.0479	0.145	0.0814	0.9841	0.7909	0.2656	0.2417	0.1034	0.4583	0.5	0.0221	0.1212	0.1695	0.0233	0.0507	0.1436	0.0785	0.9841	0.7853	0.2649	0.24	0.1034	0.4583	0.5	0.022	0.1129	0.1656	0.0233	0.0489	reg oper account	block of flats	0.1439	Panel	No	2	1	2	1	-734	1	0	0	0	0	0	0	0	0	4
100,132	00	Cash loans	F	N	Y	0	202,500	1,136,439	73,611	1,089,000	Unaccompanied	Commercial associate	Secondary / secondary special	Widow	House / apartment	0.032561	-23,656	-968	-14,666	-4,456	null	1	1	0	1	1	0	Cleaning staff	1	1	1	TUESDAY	14	0	0	0	0	0	0	Business Entity Type 2	0.77488	0.711289	0.597192	0.332	null	0.9801	null	null	0.36	0.3103	0.3333	null	0.2208	null	0.3263	null	0.0478	0.3382	null	0.9801	null	null	0.3625	0.3103	0.3333	null	0.2259	null	0.34	null	0.0506	0.3352	null	0.9801	null	null	0.36	0.3103	0.3333	null	0.2247	null	0.3322	null	0.0488	null	block of flats	0.267	Panel	No	0	0	0	0	-905	1	0	0	0	0	0	0	0	0	1
100,133	00	Cash loans	F	N	N	0	67,500	384,048	18,810	270,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	With parents	0.002134	-9,207	-1,043	-4,069	-1,882	null	1	1	0	1	0	0	Core staff	2	3	3	WEDNESDAY	10	0	0	0	0	1	1	Government	0.548647	0.316755	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-591	1	0	0	0	null	null	null	null	null	null
100,134	00	Revolving loans	F	N	N	0	202,500	180,000	9,000	180,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018634	-10,085	-465	-9,649	-1,666	null	1	1	0	0	0	0	Secretaries	2	2	2	MONDAY	17	0	0	0	0	0	0	Medicine	0.329186	0.749241	0.694093	null	null	0.9816	null	null	null	null	null	null	null	null	0.2365	null	null	null	null	0.9816	null	null	null	null	null	null	null	null	0.2464	null	null	null	null	0.9816	null	null	null	null	null	null	null	null	0.2407	null	null	null	null	0.2688	null	No	4	0	4	0	0	1	0	0	0	0	0	0	0	0	0
100,135	00	Cash loans	M	N	Y	0	135,000	391,194	26,271	319,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00733	-19,829	-215	-4,730	-3,368	null	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	10	1	1	0	1	1	0	Business Entity Type 3	null	0.72064	0.320163	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,209	1	0	0	0	0	0	0	0	0	5
100,136	00	Cash loans	M	Y	N	1	157,500	1,571,931	49,356	1,435,500	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.04622	-15,949	-239	-1,146	-4,321	9	1	1	0	1	1	1	Laborers	3	1	1	SUNDAY	13	0	0	0	0	0	0	Business Entity Type 3	null	0.682017	null	0.5351	0.0118	0.998	0.9728	0.2781	0.68	0.2759	0.6667	0.5	0.0749	0.4194	0.5357	0.0772	0.5209	0.5452	0.0122	0.998	0.9739	0.2807	0.6848	0.2759	0.6667	0.5	0.0766	0.4582	0.5582	0.0778	0.5514	0.5402	0.0118	0.998	0.9732	0.2799	0.68	0.2759	0.6667	0.5	0.0762	0.4267	0.5453	0.0776	0.5318	reg oper spec account	block of flats	0.701	Monolithic	No	0	0	0	0	-2,397	1	0	0	0	0	0	0	0	0	1
100,137	00	Cash loans	F	Y	Y	0	225,000	891,072	45,625.5	720,000	Family	Pensioner	Secondary / secondary special	Married	House / apartment	0.020246	-20,284	365,243	-1,990	-2,556	2	1	0	0	1	0	0	null	2	3	3	FRIDAY	8	0	0	0	0	0	0	XNA	0.886487	0.086719	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	12	0	12	0	0	0	1	0	0	null	null	null	null	null	null
100,138	00	Cash loans	M	Y	N	0	135,000	824,823	29,223	688,500	Unaccompanied	Pensioner	Higher education	Married	House / apartment	0.04622	-14,339	365,243	-1,104	-4,620	5	1	0	0	1	0	0	null	2	1	1	TUESDAY	14	0	0	0	0	0	0	XNA	0.667496	0.607562	0.572683	0.3247	null	null	null	null	0.56	0.2414	0.625	null	null	null	0.4549	null	0.0708	0.3309	null	null	null	null	0.5639	0.2414	0.625	null	null	null	0.4739	null	0.0749	0.3279	null	null	null	null	0.56	0.2414	0.625	null	null	null	0.463	null	0.0722	null	block of flats	0.481	Panel	No	0	0	0	0	-242	1	0	0	0	0	0	0	1	0	0
100,139	00	Cash loans	F	N	N	1	157,500	302,341.5	24,016.5	261,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.010276	-13,286	-2,305	-6,685	-4,955	null	1	1	0	1	0	1	null	3	2	2	WEDNESDAY	10	0	0	0	1	1	0	Business Entity Type 3	0.567775	0.601408	0.096319	0.0897	0.1127	0.9866	0.8164	0.028	0	0.2069	0.1667	0.2083	0.0406	0.0731	0.0898	0	0	0.0914	0.117	0.9866	0.8236	0.0283	0	0.2069	0.1667	0.2083	0.0416	0.0799	0.0936	0	0	0.0906	0.1127	0.9866	0.8189	0.0282	0	0.2069	0.1667	0.2083	0.0413	0.0744	0.0915	0	0	reg oper spec account	block of flats	0.086	Panel	No	6	0	6	0	-1,868	1	0	0	0	0	0	1	0	0	3
100,140	00	Revolving loans	F	N	N	0	157,500	675,000	33,750	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.030755	-9,223	-802	-4,067	-505	null	1	1	0	1	0	0	High skill tech staff	2	2	2	FRIDAY	9	0	0	0	1	1	0	Business Entity Type 3	0.370342	0.715861	null	0.0515	0.0557	0.9851	0.796	0.027	0	0.1379	0.1667	0.0417	0.0518	0.042	0.0618	0.1931	0	0.0525	0.0578	0.9851	0.804	0.0272	0	0.1379	0.1667	0.0417	0.0529	0.0459	0.0643	0.1946	0	0.052	0.0557	0.9851	0.7987	0.0271	0	0.1379	0.1667	0.0417	0.0527	0.0428	0.0629	0.1941	0	reg oper account	block of flats	0.0633	Stone, brick	No	0	0	0	0	-120	0	0	0	0	null	null	null	null	null	null
100,142	00	Cash loans	M	Y	Y	1	360,000	579,195	27,994.5	468,000	Spouse, partner	State servant	Higher education	Civil marriage	House / apartment	0.018801	-13,379	-5,387	-6,869	-4,540	7	1	1	0	1	0	0	High skill tech staff	3	2	2	FRIDAY	11	0	0	0	0	1	1	Transport: type 2	null	0.064858	0.309275	0.0918	0	0.9836	null	null	0	0.2069	0.1667	null	0	null	0.0788	null	0.0308	0.0935	0	0.9836	null	null	0	0.2069	0.1667	null	0	null	0.0821	null	0.0326	0.0926	0	0.9836	null	null	0	0.2069	0.1667	null	0	null	0.0802	null	0.0314	null	block of flats	0.0686	Panel	No	2	0	1	0	-1,759	1	0	0	0	0	0	0	0	0	0
100,143	00	Revolving loans	M	N	Y	0	162,000	270,000	13,500	270,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.035792	-22,881	-3,420	-1,481	-4,802	null	1	1	0	1	0	0	Core staff	2	2	2	TUESDAY	10	0	0	0	0	0	0	Government	0.659404	0.678125	0.683269	0.1732	0.0785	0.994	null	null	0.24	0.1034	0.4583	null	0.2983	null	0.1974	null	0.0266	0.1765	0.0815	0.994	null	null	0.2417	0.1034	0.4583	null	0.3051	null	0.2056	null	0.0281	0.1749	0.0785	0.994	null	null	0.24	0.1034	0.4583	null	0.3035	null	0.2009	null	0.0271	null	block of flats	0.161	Block	No	0	0	0	0	-1,499	0	0	0	0	0	0	0	0	0	4
100,144	00	Cash loans	F	N	N	0	112,500	535,500	30,028.5	535,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.028663	-16,759	-4,560	-3,079	-296	null	1	1	0	1	0	0	Sales staff	1	2	2	THURSDAY	17	0	0	0	0	0	0	Self-employed	null	0.611637	null	0.0845	0.0651	0.9757	0.6668	0.0506	0	0.1379	0.1667	0.2083	0.0421	0.0605	0.0641	0.0386	0.0241	0.0861	0.0675	0.9757	0.6798	0.051	0	0.1379	0.1667	0.2083	0.043	0.0661	0.0668	0.0389	0.0255	0.0854	0.0651	0.9757	0.6713	0.0509	0	0.1379	0.1667	0.2083	0.0428	0.0616	0.0652	0.0388	0.0246	reg oper account	block of flats	0.0833	Panel	No	9	2	9	0	-1,282	1	0	0	0	null	null	null	null	null	null
100,145	00	Cash loans	F	Y	Y	1	202,500	260,725.5	16,789.5	198,000	Family	Working	Secondary / secondary special	Separated	House / apartment	0.01885	-16,282	-4,375	-762	-1,494	8	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	11	0	0	0	0	0	0	Self-employed	0.647045	0.746486	0.739412	0.0928	0.1	0.9801	0.728	0.0463	0	0.2069	0.1667	0.2083	0.0437	0.0756	0.0903	0	0	0.0945	0.1038	0.9801	0.7387	0.0467	0	0.2069	0.1667	0.2083	0.0447	0.0826	0.0941	0	0	0.0937	0.1	0.9801	0.7316	0.0466	0	0.2069	0.1667	0.2083	0.0445	0.077	0.0919	0	0	reg oper spec account	block of flats	0.071	Panel	No	6	0	6	0	-1,782	1	0	0	0	0	0	0	0	0	3
100,146	00	Cash loans	M	Y	Y	0	117,000	327,024	12,456	270,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.00733	-22,959	365,243	-1,730	-4,047	13	1	0	0	1	0	0	null	2	2	2	WEDNESDAY	9	0	0	0	0	0	0	XNA	null	0.282326	0.75574	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-909	1	0	0	0	0	0	0	0	0	1
100,147	00	Cash loans	F	N	Y	1	135,000	518,562	22,099.5	463,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.003813	-16,142	-2,832	-3,440	-3,970	null	1	1	0	1	0	0	Laborers	3	2	2	SUNDAY	7	0	0	0	0	0	0	Business Entity Type 3	0.684696	0.410907	0.73802	0.1144	0.0775	0.9826	null	null	0	0.1379	0.1667	null	0.063	null	0.0654	null	0.0242	0.1166	0.0804	0.9826	null	null	0	0.1379	0.1667	null	0.0644	null	0.0681	null	0.0256	0.1155	0.0775	0.9826	null	null	0	0.1379	0.1667	null	0.0641	null	0.0666	null	0.0247	null	block of flats	0.0567	Panel	No	1	0	1	0	-1,198	1	0	0	0	0	0	0	0	1	4
100,148	00	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
100,149	00	Cash loans	M	Y	N	0	171,000	539,590.5	26,374.5	445,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.030755	-9,203	-481	-1,642	-1,639	4	1	1	0	1	0	0	Low-skill Laborers	2	2	2	TUESDAY	17	0	0	0	0	0	0	Self-employed	0.053183	0.164463	0.092013	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	1	0	1	0	-395	1	0	0	0	0	0	0	0	0	0
100,151	00	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
100,152	00	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
100,153	00	Cash loans	M	Y	Y	0	202,500	1,107,981	32,526	967,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.031329	-18,413	-1,895	-10,826	-1,947	15	1	1	0	1	0	0	Drivers	2	2	2	SATURDAY	10	0	0	0	0	0	0	Construction	null	0.66802	0.353988	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,192	1	0	0	0	0	0	0	0	0	5
100,154	00	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
100,155	00	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
100,156	00	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
100,157	00	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
100,158	00	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
100,159	00	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
100,160	11	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
100,161	00	Cash loans	F	N	Y	0	90,000	370,629	13,972.5	306,000	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.00712	-16,219	-2,599	-9,329	-4,325	null	1	1	0	1	0	0	Sales staff	2	2	2	MONDAY	9	0	0	0	0	1	1	Self-employed	null	0.265312	0.317032	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-306	1	0	0	0	0	0	0	0	0	0
100,162	00	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
100,163	00	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
100,164	00	Cash loans	F	Y	N	1	450,000	407,434.5	43,362	387,000	Unaccompanied	Commercial associate	Higher education	Civil marriage	House / apartment	0.0105	-16,097	-2,630	-110	-3,852	3	1	1	0	1	0	0	Core staff	3	3	3	WEDNESDAY	17	0	0	0	0	0	0	Self-employed	null	0.62203	0.328063	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-845	0	0	1	0	0	0	0	0	0	0
100,165	00	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
100,166	00	Cash loans	F	N	Y	3	58,500	152,820	15,241.5	135,000	Unaccompanied	Working	Secondary / secondary special	Married	Municipal apartment	0.025164	-14,359	-1,894	-2,908	-4,480	null	1	1	1	1	0	0	Core staff	5	2	2	FRIDAY	8	0	0	0	0	1	1	Government	null	0.524818	0.15664	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-160	1	0	0	0	0	0	0	0	0	4
100,167	00	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
100,173	00	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
100,174	00	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
100,175	00	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
100,176	00	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
100,177	00	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
100,178	00	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
100,179	00	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
100,180	00	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
100,181	11	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
100,182	00	Revolving loans	F	N	Y	1	112,500	135,000	6,750	135,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.020246	-13,558	-4,758	-6,426	-4,360	null	1	1	0	1	0	0	Core staff	2	3	3	THURSDAY	8	0	0	0	0	0	0	Government	0.464356	0.751869	0.420611	0.067	0.0806	0.9747	0.6532	0.0086	0	0.1379	0.1667	0.2083	0.0547	0.0538	0.0332	0.0039	0.1078	0.0683	0.0836	0.9747	0.6668	0.0087	0	0.1379	0.1667	0.2083	0.056	0.0588	0.0346	0.0039	0.1141	0.0677	0.0806	0.9747	0.6578	0.0086	0	0.1379	0.1667	0.2083	0.0557	0.0547	0.0338	0.0039	0.1101	reg oper account	block of flats	0.0496	Stone, brick	No	0	0	0	0	-1,933	0	0	0	0	0	0	0	0	0	3
100,183	00	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
100,185	00	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
100,186	00	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
100,188	00	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
100,189	00	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
100,190	00	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
100,191	00	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
100,192	11	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
100,193	00	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
100,194	00	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
100,195	00	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
100,196	00	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
100,197	00	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
100,198	00	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
100,199	00	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
100,200	00	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
100,201	00	Cash loans	F	N	Y	1	180,000	675,000	36,747	675,000	Unaccompanied	Commercial associate	Higher education	Single / not married	House / apartment	0.035792	-12,147	-2,178	-6,189	-1,719	null	1	1	0	1	0	0	Core staff	2	2	2	SATURDAY	10	0	0	0	0	0	0	Trade: type 2	0.764917	0.60156	0.350696	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	0	10	0	-1,754	1	0	0	0	0	0	0	0	3	6
100,202	00	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
100,203	00	Cash loans	F	N	N	0	54,000	119,925	11,097	112,500	Other_B	Pensioner	Secondary / secondary special	Widow	House / apartment	0.010276	-25,104	365,243	-4,182	-4,210	null	1	0	0	1	0	0	null	1	2	2	TUESDAY	9	0	0	0	0	0	0	XNA	null	0.640514	0.544235	null	null	null	null	null	null	null	0	null	null	null	null	null	null	null	null	null	null	null	null	null	0	null	null	null	null	null	null	null	null	null	null	null	null	null	0	null	null	null	null	null	null	null	null	0.0026	Wooden	No	0	0	0	0	-2	0	1	0	0	0	0	0	0	0	0
100,204	00	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
100,205	00	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
100,206	00	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
100,207	00	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
100,208	00	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
100,209	11	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
100,210	00	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
100,211	00	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
100,213	00	Cash loans	F	N	N	2	49,500	278,460	19,930.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-13,873	-1,282	-632	-5,042	null	1	1	0	1	0	1	Laborers	4	2	2	SUNDAY	10	0	0	0	0	0	0	Industry: type 3	0.549717	0.495366	0.581484	0.0619	0.053	0.9771	0.6872	0.0078	0	0.1379	0.1667	0.2083	0.0115	null	0.054	null	0	0.063	0.055	0.9772	0.6994	0.0079	0	0.1379	0.1667	0.2083	0.0118	null	0.0563	null	0	0.0625	0.053	0.9771	0.6914	0.0079	0	0.1379	0.1667	0.2083	0.0117	null	0.055	null	0	reg oper account	block of flats	0.0425	Panel	No	0	0	0	0	-2,690	1	0	0	0	0	0	0	1	0	0
100,214	11	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
100,215	00	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
100,216	00	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
100,217	00	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
100,218	00	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
100,219	00	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
100,220	00	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
100,221	00	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
100,224	00	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
100,225	00	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
100,226	00	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
100,227	00	Cash loans	M	N	N	0	292,500	1,024,740	55,719	900,000	Unaccompanied	Working	Higher education	Single / not married	House / apartment	0.006207	-10,010	-240	-4,629	-2,680	null	1	1	1	1	1	0	Managers	1	2	2	WEDNESDAY	14	0	0	0	1	1	0	Self-employed	0.412944	0.634896	0.297087	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-964	1	0	0	0	0	0	0	0	1	1
100,228	00	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
100,229	00	Cash loans	F	N	Y	0	157,500	544,491	16,047	454,500	Family	Working	Secondary / secondary special	Married	House / apartment	0.010147	-17,947	-5,025	-11,812	-1,505	null	1	1	0	1	0	0	Medicine staff	2	2	2	TUESDAY	17	0	0	0	0	0	0	Medicine	null	0.641012	0.759712	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	1	0	0	0	0	0	0	0	0	2
100,230	00	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
100,231	00	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

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