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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_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_16 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
0	0	Cash loans	F	N	N	0	270,000	1,293,502.5	35,698.5	1,129,500	Family	State servant	Higher education	Married	House / apartment	0.003541	-16,765	-1,188	-1,186	-291	null	1	1	0	1	1	0	Core staff	2	1	1	MONDAY	11	0	0	0	0	0	School	0.311267	0.622246	null	0.0959	0.0529	0.9851	0.796	0.0605	0.08	0.0345	0.2917	0.3333	0.013	0.0773	0.0549	0.0039	0.0098	0.0924	0.0538	0.9851	0.804	0.0497	0.0806	0.0345	0.2917	0.3333	0.0128	0.079	0.0554	0	0	0.0968	0.0529	0.9851	0.7987	0.0608	0.08	0.0345	0.2917	0.3333	0.0132	0.0787	0.0558	0.0039	0.01	reg oper account	block of flats	0.0714	Block	No	1	0	1	0	-828	1	0	0	0	0	0	0	0	0	0	0	278,621
1	0	Cash loans	F	N	Y	0	135,000	312,682.5	29,686.5	297,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.008019	-19,005	-3,039	-9,833	-2,437	null	1	1	0	1	0	0	Laborers	2	2	2	WEDNESDAY	17	0	0	0	0	0	Business Entity Type 3	null	0.650442	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-617	1	0	0	0	0	null	null	null	null	null	null	139,008
2	0	Cash loans	M	N	Y	0	121,500	513,000	21,865.5	513,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.028663	-19,932	-3,038	-4,311	-3,458	null	1	1	0	1	0	0	Core staff	1	2	2	THURSDAY	11	0	0	0	1	1	Religion	null	0.322738	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,106	0	0	1	0	0	0	0	0	0	0	0	138,348
3	0	Cash loans	M	N	Y	0	99,000	490,495.5	27,517.5	454,500	Spouse, partner	State servant	Secondary / secondary special	Married	House / apartment	0.035792	-16,941	-1,588	-4,970	-477	null	1	1	1	1	1	0	Laborers	2	2	2	WEDNESDAY	16	0	0	0	0	0	Other	null	0.354225	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	-2,536	1	0	0	0	0	0	0	0	0	1	1	64,140
4	0	Cash loans	M	Y	Y	0	360,000	1,530,000	42,075	1,530,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.003122	-18,850	-449	-4,597	-2,379	8	1	1	1	1	0	0	Managers	2	3	3	MONDAY	16	0	0	0	1	1	Other	null	0.714279	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	2	0	2	0	-1,070	1	0	0	0	0	0	0	0	0	0	0	219,374
5	0	Cash loans	F	N	Y	0	112,500	1,019,610	33,826.5	913,500	Children	Pensioner	Secondary / secondary special	Married	House / apartment	0.018634	-20,099	365,243	-7,427	-3,514	null	1	0	0	1	0	0	null	2	2	2	WEDNESDAY	14	0	0	0	0	0	XNA	0.587334	0.205747	0.751724	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	0	1	0	0	0	0	0	0	0	0	0	1	53,466
6	0	Revolving loans	M	N	Y	0	135,000	405,000	20,250	405,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.019689	-14,469	-2,019	-14,437	-3,992	null	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	8	0	0	0	0	0	Electricity	null	0.746644	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,673	0	0	0	0	0	null	null	null	null	null	null	27,272
7	0	Cash loans	F	N	Y	1	112,500	652,500	21,177	652,500	Unaccompanied	Working	Higher education	Married	House / apartment	0.0228	-10,197	-679	-4,427	-738	null	1	1	0	1	0	0	Core staff	3	2	2	SATURDAY	15	0	0	0	0	0	Medicine	0.31976	0.651862	0.363945	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-844	1	0	0	0	0	0	0	0	1	0	0	218,056
8	0	Cash loans	M	Y	N	1	225,000	918,468	28,966.5	697,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.016612	-14,086	-3,028	-643	-4,911	23	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	13	0	0	0	0	0	Self-employed	null	0.566907	0.770087	0.1474	0.0973	0.9806	0.7348	0.0582	0.16	0.1379	0.3333	0.375	0.0931	0.1202	0.1397	0	0	0.1502	0.101	0.9806	0.7452	0.0587	0.1611	0.1379	0.3333	0.375	0.0952	0.1313	0.1456	0	0	0.1489	0.0973	0.9806	0.7383	0.0585	0.16	0.1379	0.3333	0.375	0.0947	0.1223	0.1422	0	0	reg oper account	block of flats	0.1417	Panel	No	0	0	0	0	-4	1	0	0	0	0	0	0	0	0	0	1	52,390
9	0	Cash loans	F	N	Y	0	189,000	773,680.5	32,778	679,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010006	-14,583	-203	-615	-2,056	null	1	1	0	1	0	0	Laborers	2	2	1	MONDAY	9	0	0	0	0	0	Transport: type 2	0.72194	0.642656	null	0.3495	0.1335	0.9985	0.9796	0.1143	0.4	0.1724	0.6667	0.7083	0.1758	0.2849	0.3774	0.0193	0.1001	0.3561	0.1386	0.9985	0.9804	0.1153	0.4028	0.1724	0.6667	0.7083	0.1798	0.3113	0.3932	0.0195	0.106	0.3529	0.1335	0.9985	0.9799	0.115	0.4	0.1724	0.6667	0.7083	0.1789	0.2899	0.3842	0.0194	0.1022	reg oper account	block of flats	0.3811	Panel	No	0	0	0	0	-188	1	0	0	0	0	null	null	null	null	null	null	268,198
10	0	Cash loans	M	Y	Y	0	157,500	299,772	20,160	247,500	Family	Working	Secondary / secondary special	Single / not married	Rented apartment	0.020713	-8,728	-1,157	-3,494	-1,368	17	1	1	0	1	0	0	Laborers	1	3	3	SATURDAY	6	0	0	1	1	0	Business Entity Type 2	0.115634	0.346634	0.678568	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-925	0	0	1	0	0	0	0	0	0	0	1	159,669
11	0	Revolving loans	F	N	Y	1	81,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.010966	-9,776	-191	-4,143	-2,427	null	1	1	0	1	0	0	Laborers	3	2	2	MONDAY	10	0	0	1	1	0	Construction	null	0.683513	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-2,811	0	0	0	0	0	null	null	null	null	null	null	211,972
12	0	Revolving loans	F	N	Y	0	112,500	157,500	7,875	157,500	Other_A	Working	Secondary / secondary special	Widow	House / apartment	0.04622	-17,718	-7,804	-8,751	-1,259	null	1	1	0	1	1	0	Laborers	1	1	1	FRIDAY	13	0	0	0	0	0	Housing	null	0.706428	0.556727	0.0278	0.0617	0.9881	0.8368	0.0018	0	0.1034	0.0833	0.125	0.0279	0.0227	0.029	0	0	0.0284	0.064	0.9881	0.8432	0.0018	0	0.1034	0.0833	0.125	0.0286	0.0248	0.0302	0	0	0.0281	0.0617	0.9881	0.839	0.0018	0	0.1034	0.0833	0.125	0.0284	0.0231	0.0295	0	0	reg oper account	block of flats	0.0238	Stone, brick	No	8	0	8	0	-239	1	0	0	0	0	0	0	0	0	0	0	152,919
13	0	Cash loans	F	N	Y	1	90,000	544,491	17,563.5	454,500	Unaccompanied	State servant	Higher education	Single / not married	House / apartment	0.015221	-11,348	-2,038	-1,021	-3,964	null	1	1	1	1	1	0	Core staff	2	2	2	MONDAY	12	0	0	0	0	0	Kindergarten	null	0.586617	0.477649	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,850	1	0	0	0	0	0	0	0	0	0	2	67,603
14	0	Revolving loans	M	Y	Y	0	135,000	427,500	21,375	427,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.015221	-18,252	-4,286	-298	-1,800	7	1	1	0	1	0	0	Laborers	2	2	2	FRIDAY	13	0	0	0	0	0	Self-employed	0.565655	0.113375	null	0.0722	0.0801	0.9781	0.7008	null	0	0.1379	0.1667	0.0417	0.0534	0.0588	0.0619	0	0	0.0735	0.0831	0.9782	0.7125	null	0	0.1379	0.1667	0.0417	0.0546	0.0643	0.0645	0	0	0.0729	0.0801	0.9781	0.7048	null	0	0.1379	0.1667	0.0417	0.0543	0.0599	0.063	0	0	reg oper account	block of flats	0.053	Stone, brick	No	0	0	0	0	-296	0	0	0	0	0	null	null	null	null	null	null	290,315
15	0	Cash loans	F	Y	Y	1	202,500	1,132,573.5	37,561.5	927,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-14,815	-1,652	-2,299	-2,299	14	1	1	0	1	0	0	Sales staff	3	2	2	MONDAY	9	0	0	0	0	0	Trade: type 7	0.437709	0.233767	0.542445	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	0	0	1	4	57,291
16	0	Cash loans	F	N	Y	0	83,250	239,850	23,850	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006296	-24,827	365,243	-9,012	-3,684	null	1	0	0	1	1	0	null	2	3	3	FRIDAY	12	0	0	0	0	0	XNA	null	0.624305	0.669057	0.1443	0.0848	0.9876	0.83	0.1064	0.14	0.1207	0.375	0.4167	0.2371	0.1173	0.1484	0.0019	0.0007	0.1261	0.0754	0.9876	0.8367	0	0.1208	0.1034	0.375	0.4167	0.2425	0.1102	0.0923	0	0	0.1457	0.0848	0.9876	0.8323	0.1071	0.14	0.1207	0.375	0.4167	0.2412	0.1193	0.151	0.0019	0.0007	org spec account	block of flats	0.164	Mixed	No	0	0	0	0	-795	0	1	0	0	0	0	0	0	0	0	3	170,817
17	0	Cash loans	F	N	Y	0	90,000	225,000	11,074.5	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-19,334	-3,494	-2,419	-2,893	null	1	1	0	1	1	0	Cleaning staff	2	2	2	SATURDAY	8	0	0	0	0	0	Business Entity Type 3	0.561948	0.651406	0.461482	0.0722	0.0147	0.9781	0.7008	0.001	0	0.1379	0.1667	0.0417	0.0498	0.0588	0.067	0	0	0.0735	0.0153	0.9782	0.7125	0.001	0	0.1379	0.1667	0.0417	0.0509	0.0643	0.0698	0	0	0.0729	0.0147	0.9781	0.7048	0.001	0	0.1379	0.1667	0.0417	0.0506	0.0599	0.0682	0	0	reg oper account	block of flats	0.0533	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	71,586
18	0	Cash loans	M	N	Y	1	112,500	327,024	23,827.5	270,000	Family	Working	Secondary / secondary special	Married	House / apartment	0.019101	-15,948	-1,234	-5,782	-3,153	null	1	1	0	1	0	0	Laborers	3	2	2	SATURDAY	10	0	0	0	1	1	Industry: type 11	null	0.541124	0.659406	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-2	1	0	0	0	0	0	0	0	0	0	0	205,758
19	0	Cash loans	M	Y	Y	0	270,000	790,830	57,676.5	675,000	Unaccompanied	State servant	Higher education	Single / not married	House / apartment	0.04622	-9,994	-1,796	-4,668	-2,661	1	1	1	0	1	0	1	null	1	1	1	WEDNESDAY	11	1	1	0	0	0	Military	0.600396	0.685011	0.524496	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-849	0	0	1	0	0	0	0	0	1	0	1	133,615
20	0	Revolving loans	M	N	Y	0	90,000	180,000	9,000	180,000	Unaccompanied	Working	Higher education	Single / not married	With parents	0.030755	-10,341	-1,010	-4,799	-3,015	null	1	1	0	1	0	0	Laborers	1	2	2	TUESDAY	16	0	0	0	0	0	Business Entity Type 3	0.297914	0.502779	null	0.1505	0.0838	0.9831	0.7688	0.0188	0.16	0.1379	0.3333	0.375	0.0872	0.121	0.1412	0.0077	0.0061	0.1534	0.087	0.9831	0.7779	0.019	0.1611	0.1379	0.3333	0.375	0.0892	0.1322	0.1471	0.0078	0.0065	0.152	0.0838	0.9831	0.7719	0.0189	0.16	0.1379	0.3333	0.375	0.0887	0.1231	0.1437	0.0078	0.0063	reg oper account	block of flats	0.1227	Panel	No	0	0	0	0	-599	0	0	0	0	0	null	null	null	null	null	null	175,438
21	0	Cash loans	F	N	Y	0	112,500	512,064	25,033.5	360,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.008575	-11,144	-1,104	-7,846	-2,904	null	1	1	0	1	0	0	Private service staff	2	2	2	TUESDAY	12	0	0	0	0	0	Services	0.274422	0.6273	null	0.367	0.3751	0.9901	null	null	0.28	0.4828	0.375	null	0.1569	null	0.2574	null	null	0.3739	0.3893	0.9901	null	null	0.282	0.4828	0.375	null	0.1604	null	0.2682	null	null	0.3706	0.3751	0.9901	null	null	0.28	0.4828	0.375	null	0.1596	null	0.262	null	null	null	block of flats	0.3388	Block	No	2	0	2	0	-397	1	0	0	0	0	0	0	0	0	2	5	268,508
22	0	Cash loans	F	N	N	0	90,000	199,008	20,893.5	180,000	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.010032	-12,974	-4,404	-7,123	-4,464	null	1	1	1	1	0	0	Laborers	2	2	2	SATURDAY	11	0	0	0	0	0	Business Entity Type 2	null	0.559467	0.798137	0.0928	null	0.9801	null	null	0	0.2069	0.1667	null	null	null	0.0602	null	0.0436	0.0945	null	0.9801	null	null	0	0.2069	0.1667	null	null	null	0.0627	null	0.0461	0.0937	null	0.9801	null	null	0	0.2069	0.1667	null	null	null	0.0613	null	0.0445	null	block of flats	0.0684	Panel	No	0	0	0	0	-2,766	1	0	0	0	0	0	0	0	0	0	2	180,419
23	0	Cash loans	F	N	Y	0	135,000	1,125,000	32,895	1,125,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.019689	-15,997	-4,585	-5,735	-4,067	null	1	1	0	1	0	0	Core staff	2	2	2	FRIDAY	14	0	0	0	0	0	Security Ministries	null	0.172498	null	0.0825	0.0804	0.9762	0.6736	0.0056	0	0.1379	0.1667	0.2083	0.038	0.0672	0.0637	0	0	0.084	0.0835	0.9762	0.6864	0.0057	0	0.1379	0.1667	0.2083	0.0389	0.0735	0.0664	0	0	0.0833	0.0804	0.9762	0.678	0.0057	0	0.1379	0.1667	0.2083	0.0387	0.0684	0.0648	0	0	reg oper account	block of flats	0.0532	Stone, brick	No	0	0	0	0	-3,019	1	0	0	0	0	null	null	null	null	null	null	244,463
24	0	Cash loans	F	N	N	0	112,500	450,000	44,509.5	450,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.008575	-12,158	-1,275	-6,265	-2,009	null	1	1	1	1	1	0	Sales staff	2	2	2	MONDAY	19	0	0	0	0	0	Self-employed	null	0.663158	0.678568	0.0948	0.0792	0.9861	0.8096	null	0	0.1724	0.1667	null	0.0888	null	0.0582	null	null	0.0966	0.0822	0.9861	0.8171	null	0	0.1724	0.1667	null	0.0908	null	0.0606	null	null	0.0958	0.0792	0.9861	0.8121	null	0	0.1724	0.1667	null	0.0903	null	0.0592	null	null	reg oper account	block of flats	0.0749	Stone, brick	No	0	0	0	0	-1,285	1	0	0	0	0	0	0	0	0	0	0	23,394
25	0	Cash loans	F	N	Y	2	198,000	641,173.5	23,157	553,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.01885	-17,199	-768	-63	-735	null	1	1	1	1	1	0	Private service staff	4	2	2	THURSDAY	13	0	0	0	0	0	Other	0.842763	0.681699	0.754406	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-2,411	1	0	0	0	0	0	0	0	0	1	1	83,382
26	0	Cash loans	M	N	Y	0	121,500	454,500	15,151.5	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.030755	-21,077	-1,288	-5,474	-4,270	null	1	1	0	1	1	0	Drivers	2	2	2	FRIDAY	10	0	0	0	1	1	Transport: type 4	0.804586	0.719799	0.722393	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,541	1	0	0	0	0	0	0	0	1	0	0	266,058
27	0	Cash loans	F	N	Y	0	99,000	247,275	17,338.5	225,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.006207	-23,920	365,243	-9,817	-4,969	null	1	0	0	1	1	0	null	2	2	2	FRIDAY	11	0	0	0	0	0	XNA	null	0.650765	0.751724	null	null	0.9851	null	null	0.04	0.0345	0.3333	null	0.0566	null	0.0922	null	null	null	null	0.9851	null	null	0.0403	0.0345	0.3333	null	0.0579	null	0.096	null	null	null	null	0.9851	null	null	0.04	0.0345	0.3333	null	0.0576	null	0.0938	null	null	null	block of flats	0.0786	Stone, brick	No	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	2	278,036
28	0	Revolving loans	M	Y	Y	0	180,000	540,000	27,000	540,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.025164	-16,126	-1,761	-8,236	-4,292	3	1	1	0	1	0	0	Managers	2	2	2	TUESDAY	8	0	0	0	0	0	Business Entity Type 3	null	0.738053	0.605836	0.0814	0.0994	0.9831	0.7688	0.0142	0	0.2069	0.1667	0.2083	0.1404	0.0656	0.0771	0.0039	0.0227	0.083	0.1032	0.9831	0.7779	0.0143	0	0.2069	0.1667	0.2083	0.1436	0.0716	0.0804	0.0039	0.0241	0.0822	0.0994	0.9831	0.7719	0.0143	0	0.2069	0.1667	0.2083	0.1429	0.0667	0.0785	0.0039	0.0232	org spec account	block of flats	0.0734	Stone, brick	No	1	0	1	0	-540	0	0	0	0	0	0	0	0	1	0	1	247,311
29	1	Cash loans	M	N	Y	0	202,500	1,193,580	35,028	855,000	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.025164	-17,482	-1,262	-1,182	-1,029	null	1	1	0	1	0	0	Laborers	2	2	2	TUESDAY	9	0	0	0	0	0	Business Entity Type 3	null	0.306841	0.320163	0.1309	0.125	0.996	0.9456	0.0822	0.16	0.1379	0.25	0.2917	0.0142	0.1059	0.1267	0.0039	0.0078	0.1334	0.1297	0.996	0.9477	0.083	0.1611	0.1379	0.25	0.2917	0.0145	0.1157	0.132	0.0039	0.0082	0.1322	0.125	0.996	0.9463	0.0827	0.16	0.1379	0.25	0.2917	0.0144	0.1077	0.129	0.0039	0.0079	org spec account	block of flats	0.1463	Stone, brick	No	0	0	0	0	-1,075	1	0	0	0	0	0	0	0	2	0	4	273,016
30	1	Cash loans	F	N	N	0	135,000	288,873	16,258.5	238,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007305	-13,384	-3,597	-45	-4,409	null	1	1	1	1	1	0	Sales staff	2	3	3	THURSDAY	11	0	0	0	0	0	Self-employed	0.468208	0.674203	0.399676	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,480	1	0	0	0	0	0	0	0	0	0	2	20,815
31	0	Cash loans	F	N	Y	0	108,000	746,280	42,970.5	675,000	Unaccompanied	Pensioner	Higher education	Single / not married	House / apartment	0.010966	-23,548	365,243	-5,745	-4,576	null	1	0	0	1	0	0	null	1	2	2	WEDNESDAY	9	0	0	0	0	0	XNA	null	0.766138	0.684828	0.2186	0.1232	0.9851	0.796	0.0528	0.24	0.2069	0.3333	0.375	0.1154	0.1774	0.2113	0.0039	0.0051	0.2227	0.1279	0.9851	0.804	0.0533	0.2417	0.2069	0.3333	0.375	0.1181	0.1938	0.2202	0.0039	0.0054	0.2207	0.1232	0.9851	0.7987	0.0531	0.24	0.2069	0.3333	0.375	0.1175	0.1804	0.2151	0.0039	0.0052	reg oper spec account	block of flats	0.1903	Panel	No	0	0	0	0	-491	1	0	0	0	0	0	0	0	0	0	3	160,734
32	0	Cash loans	M	N	Y	0	202,500	661,702.5	48,280.5	598,500	Unaccompanied	Working	Secondary / secondary special	Civil marriage	House / apartment	0.007114	-9,827	-758	-4,166	-2,380	null	1	1	1	1	0	0	null	2	2	2	WEDNESDAY	12	0	0	0	1	1	Business Entity Type 3	null	0.631519	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-556	1	0	0	0	0	null	null	null	null	null	null	238,552
33	0	Revolving loans	F	N	Y	1	90,000	180,000	9,000	180,000	Family	Working	Secondary / secondary special	Civil marriage	House / apartment	0.009334	-7,974	-895	-6,591	-642	null	1	1	1	1	0	0	Sales staff	3	2	2	MONDAY	10	0	0	0	0	0	Self-employed	null	0.535542	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	1	1	1	-462	0	0	0	0	0	null	null	null	null	null	null	5,661
34	0	Cash loans	F	N	Y	0	202,500	305,221.5	17,649	252,000	Family	Pensioner	Secondary / secondary special	Single / not married	House / apartment	0.019689	-20,373	365,243	-7,760	-1,993	null	1	0	0	1	0	0	null	1	2	2	MONDAY	8	0	0	0	0	0	XNA	null	0.247665	0.47585	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-649	1	0	0	0	0	0	0	0	0	2	4	62,693
35	0	Cash loans	F	N	Y	0	99,000	260,640	26,838	225,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.022625	-20,121	-5,332	-9,197	-3,283	null	1	1	1	1	1	0	Medicine staff	2	2	2	WEDNESDAY	16	0	0	0	1	1	Business Entity Type 3	null	0.089241	0.728141	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,247	1	0	0	0	0	0	0	0	0	0	2	138,703
36	0	Cash loans	F	N	N	0	130,500	1,350,000	37,255.5	1,350,000	Unaccompanied	State servant	Secondary / secondary special	Married	House / apartment	0.020713	-19,727	-4,411	-6,225	-3,199	null	1	1	1	1	1	0	Managers	2	3	3	THURSDAY	10	0	0	0	0	0	Government	0.710427	0.589187	0.466864	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-784	1	0	0	0	0	0	0	0	0	0	0	163,365
37	0	Revolving loans	F	N	Y	0	54,000	135,000	6,750	135,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.01452	-12,406	-1,176	-1,149	-2,576	null	1	1	0	0	0	0	Core staff	2	2	2	THURSDAY	9	0	0	0	0	0	School	0.656225	0.45085	0.479449	0.0664	0.0442	0.998	null	null	0.08	0.0552	0.4083	0.45	0.0085	null	0.0651	null	0.016	0.0441	0.0306	0.998	null	null	0.0806	0.069	0.375	0.4167	0.0078	null	0.0487	null	0.0168	0.0822	0.0408	0.998	null	null	0.08	0.069	0.375	0.4167	0.0087	null	0.0747	null	0.0163	null	block of flats	0.0403	Panel	No	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	67,419
38	0	Cash loans	M	Y	Y	1	540,000	675,000	34,596	675,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.026392	-18,632	-6,977	-3,904	-1,937	7	1	1	0	1	1	0	Managers	3	2	2	TUESDAY	10	0	0	0	0	0	Services	0.31151	0.713355	0.309275	0.5309	0.2491	0.9811	0.7416	null	0.88	0.3793	0.4583	0	0.3977	null	0.5878	null	0.0487	0.541	0.2585	0.9811	0.7517	null	0.8862	0.3793	0.4583	0	0.4067	null	0.6124	null	0.0516	0.5361	0.2491	0.9811	0.7451	null	0.88	0.3793	0.4583	0	0.4046	null	0.5983	null	0.0498	null	block of flats	0.5149	Panel	No	2	0	2	0	-1,285	1	0	0	0	0	0	0	1	0	0	3	248,149
39	0	Cash loans	M	Y	N	0	76,500	454,500	14,661	454,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.028663	-12,282	-778	-1,824	-1,992	13	1	1	1	1	0	0	null	2	2	2	TUESDAY	10	0	0	0	0	0	Emergency	0.244562	0.705947	0.799297	0.0227	null	0.9806	null	null	null	0.1034	0.0417	null	null	null	0.0114	null	0.0226	0.0231	null	0.9806	null	null	null	0.1034	0.0417	null	null	null	0.0119	null	0.0239	0.0229	null	0.9806	null	null	null	0.1034	0.0417	null	null	null	0.0116	null	0.023	null	block of flats	0.0139	Stone, brick	No	4	0	4	0	-466	1	0	0	0	0	0	0	0	1	0	0	89,905
40	0	Cash loans	M	Y	N	0	81,000	675,000	32,472	675,000	Unaccompanied	Pensioner	Secondary / secondary special	Married	House / apartment	0.010006	-18,611	365,243	-6,936	-2,142	8	1	0	0	1	1	0	null	2	2	2	TUESDAY	17	0	0	0	0	0	XNA	null	0.662865	0.73802	0.2165	0.1678	0.9846	0.7892	null	0.24	0.2069	0.3333	0.375	0.1071	null	null	null	0.0151	0.2206	0.1741	0.9846	0.7975	null	0.2417	0.2069	0.3333	0.375	0.1095	null	null	null	0.016	0.2186	0.1678	0.9846	0.792	null	0.24	0.2069	0.3333	0.375	0.1089	null	null	null	0.0154	reg oper account	block of flats	0.2048	Panel	No	0	0	0	0	-462	1	0	0	0	0	0	0	0	0	0	2	240,672
41	0	Cash loans	F	N	Y	0	180,000	837,427.5	45,558	666,000	Unaccompanied	Working	Higher education	Married	House / apartment	0.022625	-12,955	-4,106	-7,054	-5,164	null	1	1	0	1	1	1	Managers	2	2	2	MONDAY	15	0	0	0	0	0	Medicine	0.552772	0.616637	0.070109	0.1186	0.066	0.9801	0.728	0.0385	0.04	0.0345	0.3333	0.0417	0.0606	0.0958	0.0822	0.0039	0.0002	0.1208	0.0685	0.9801	0.7387	0.0388	0.0403	0.0345	0.3333	0.0417	0.062	0.1047	0.0856	0.0039	0.0002	0.1197	0.066	0.9801	0.7316	0.0387	0.04	0.0345	0.3333	0.0417	0.0616	0.0975	0.0837	0.0039	0.0002	reg oper spec account	block of flats	0.0857	Stone, brick	No	1	1	1	1	-1,547	1	0	0	0	0	0	0	0	1	0	4	82,436
42	0	Cash loans	F	N	N	0	67,500	298,728	15,381	202,500	Family	Pensioner	Secondary / secondary special	Single / not married	Municipal apartment	0.019101	-21,621	365,243	-2,019	-1,344	null	1	0	0	1	0	0	null	1	2	2	MONDAY	9	0	0	0	0	0	XNA	null	0.622708	0.169429	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	0	0	0	0	125,949
43	0	Revolving loans	M	N	Y	0	81,000	247,500	12,375	247,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-18,248	-2,351	-4,375	-1,721	null	1	1	1	1	1	0	Security staff	2	2	2	WEDNESDAY	14	0	0	0	1	1	Security	0.23772	0.609135	0.513694	0.1227	0.1572	0.9886	0.8436	0.0029	0	0.3448	0.1667	0.2083	0.0554	0.0992	0.1177	0.0039	0.0052	0.125	0.1631	0.9886	0.8497	0.0029	0	0.3448	0.1667	0.2083	0.0566	0.1084	0.1226	0.0039	0.0055	0.1239	0.1572	0.9886	0.8457	0.0029	0	0.3448	0.1667	0.2083	0.0563	0.1009	0.1198	0.0039	0.0053	org spec account	block of flats	0.0926	Panel	No	2	0	2	0	-167	0	0	0	0	0	0	0	0	0	0	0	181,215
44	0	Cash loans	M	Y	Y	1	360,000	640,458	27,265.5	517,500	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.00733	-14,186	-1,743	-2,128	-4,982	10	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	11	1	1	0	1	1	Transport: type 4	null	0.256737	0.707699	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-112	1	0	0	0	0	0	0	0	0	1	3	286,559
45	0	Cash loans	M	Y	Y	0	540,000	1,227,901.5	46,899	1,129,500	Unaccompanied	Working	Higher education	Widow	House / apartment	0.032561	-20,544	-2,091	-6,846	-566	2	1	1	1	1	0	0	Managers	1	1	1	TUESDAY	14	0	0	0	0	0	Business Entity Type 3	null	0.653597	0.339288	0.0256	0	0.9354	0.116	0.0076	0	0.1172	0.1	0.1417	0.0664	0.0202	0.0305	0.0039	0.0084	0.0063	0	0.9136	0	0.0006	0	0.069	0.0833	0.125	0.0819	0.0055	0.0072	0	0	0.0104	0	0.9136	0	0.0015	0	0.069	0.0833	0.125	0.0815	0.0086	0.007	0.0039	0.0013	reg oper account	block of flats	0.0058	Stone, brick	No	0	0	0	0	-1,377	0	0	1	0	0	0	0	0	0	0	0	32,481
46	0	Cash loans	F	N	Y	0	180,000	1,663,987.5	86,989.5	1,588,500	Family	Commercial associate	Secondary / secondary special	Married	House / apartment	0.018801	-20,121	-2,446	-6,755	-2,177	null	1	1	0	1	0	0	Accountants	2	2	2	MONDAY	12	0	0	0	0	0	Industry: type 11	null	0.570666	0.697147	0.0876	0.0496	0.9841	0.7824	0.0096	0.04	0.0345	0.4583	0.5	0.0208	0.0698	0.0767	0.0077	0.021	0.0893	0.0515	0.9841	0.7909	0.0097	0.0403	0.0345	0.4583	0.5	0.0213	0.0762	0.0799	0.0078	0.0222	0.0885	0.0496	0.9841	0.7853	0.0097	0.04	0.0345	0.4583	0.5	0.0212	0.071	0.0781	0.0078	0.0214	reg oper spec account	block of flats	0.0701	Stone, brick	No	0	0	0	0	-1,572	1	0	0	0	0	0	0	0	2	0	1	295,906
47	0	Cash loans	M	N	N	0	180,000	1,080,000	44,118	1,080,000	Unaccompanied	Working	Incomplete higher	Single / not married	With parents	0.010006	-7,907	-1,324	-4,557	-586	null	1	1	0	1	0	1	Sales staff	1	2	1	TUESDAY	9	0	0	0	0	0	Trade: type 2	null	0.026541	0.434733	0.0928	0.0955	0.9856	0.8028	0.013	0	0.2069	0.1667	0.2083	0.1147	0.0756	0.0913	0	0	0.0945	0.0991	0.9856	0.8105	0.0131	0	0.2069	0.1667	0.2083	0.1173	0.0826	0.0951	0	0	0.0937	0.0955	0.9856	0.8054	0.0131	0	0.2069	0.1667	0.2083	0.1167	0.077	0.0929	0	0	reg oper account	block of flats	0.0804	Panel	No	0	0	0	0	-725	0	0	0	0	0	0	0	0	0	0	4	99,596
48	0	Cash loans	M	Y	Y	0	324,000	1,130,760	40,189.5	810,000	Unaccompanied	Pensioner	Higher education	Civil marriage	House / apartment	0.01885	-22,843	365,243	-1,042	-3,967	10	1	0	0	1	0	0	null	2	2	2	THURSDAY	9	0	0	0	0	0	XNA	null	0.733051	0.234015	0.1928	0.2309	0.9955	null	null	0.16	0.1379	0.6667	null	0.1427	null	0.2818	null	0.1341	0.1964	0.2396	0.9955	null	null	0.1611	0.1379	0.6667	null	0.1459	null	0.2936	null	0.142	0.1947	0.2309	0.9955	null	null	0.16	0.1379	0.6667	null	0.1452	null	0.2869	null	0.1369	null	block of flats	0.2522	Stone, brick	No	0	0	0	0	-2,385	1	0	0	0	0	0	0	0	0	1	1	247,714
49	0	Cash loans	F	N	N	0	112,500	95,940	10,462.5	90,000	Family	Working	Higher education	Single / not married	House / apartment	0.00496	-12,240	-3,720	-5,246	-4,541	null	1	1	0	1	0	0	null	1	2	2	MONDAY	14	0	0	0	0	0	University	0.299606	0.664544	0.49206	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-280	1	0	0	0	0	0	0	0	0	0	5	37,920
50	0	Cash loans	M	Y	N	0	180,000	315,000	9,679.5	315,000	null	Commercial associate	Secondary / secondary special	Married	House / apartment	0.028663	-13,866	-2,546	-5,448	-4,097	1	1	1	0	1	0	0	Drivers	2	2	2	MONDAY	12	0	0	0	0	0	Transport: type 3	null	0.584887	0.09507	0.0124	null	0.9677	0.558	0.0013	0	0.069	0.0417	0.0417	0.0489	0.0101	0.01	0	0	0.0126	null	0.9677	0.5753	0.0013	0	0.069	0.0417	0.0417	0.05	0.011	0.0105	0	0	0.0125	null	0.9677	0.5639	0.0013	0	0.069	0.0417	0.0417	0.0498	0.0103	0.0102	0	0	reg oper account	block of flats	0.0079	Block	No	0	0	0	0	-3	0	0	1	0	0	0	0	0	0	0	0	249,214
51	0	Cash loans	M	N	Y	0	180,000	1,256,400	40,657.5	900,000	Unaccompanied	Commercial associate	Secondary / secondary special	Single / not married	House / apartment	0.072508	-12,049	-579	-6,105	-1	null	1	1	0	1	0	0	Core staff	1	1	1	WEDNESDAY	12	0	0	0	0	0	Police	0.286783	0.647348	0.56206	0.1433	0.0993	0.9811	0.7416	0	0.16	0.1379	0.3333	0.375	0	0.1168	0.1367	0	0.0207	0.146	0.103	0.9811	0.7517	0	0.1611	0.1379	0.3333	0.375	0	0.1276	0.1425	0	0.0219	0.1447	0.0993	0.9811	0.7451	0	0.16	0.1379	0.3333	0.375	0	0.1189	0.1392	0	0.0211	reg oper account	block of flats	0.1114	Panel	No	4	0	4	0	-295	1	0	0	0	0	0	0	0	0	0	8	113,505
52	0	Cash loans	F	Y	Y	0	180,000	1,035,000	43,983	1,035,000	Unaccompanied	State servant	Higher education	Married	House / apartment	0.028663	-19,550	-4,856	-6,836	-3,084	21	1	1	0	1	0	0	Core staff	2	2	2	TUESDAY	9	0	0	0	0	0	Government	0.796161	0.51727	0.429424	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-1,594	1	0	0	0	0	0	0	0	0	0	3	141,510
53	0	Revolving loans	M	N	Y	0	225,000	270,000	13,500	270,000	Unaccompanied	Working	Secondary / secondary special	Separated	Municipal apartment	0.00733	-15,359	-114	-5,076	-2,922	null	1	1	0	1	0	0	Laborers	1	2	2	THURSDAY	9	0	0	0	1	1	Construction	0.202477	0.561923	0.413597	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-662	0	0	0	0	0	0	0	0	1	0	0	250,248
54	0	Revolving loans	F	N	N	1	157,500	450,000	22,500	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.010966	-11,956	-3,154	-8,118	-4,143	null	1	1	0	1	0	0	Sales staff	3	2	2	SUNDAY	10	0	0	0	0	0	Kindergarten	0.411506	0.123888	0.832785	0.2175	0.1455	0.9891	0.8504	0.0443	0.24	0.2069	0.3333	0.375	0.1343	0.1774	0.2129	0	0.0039	0.2216	0.1509	0.9891	0.8563	0.0447	0.2417	0.2069	0.3333	0.375	0.1373	0.1938	0.2218	0	0.0041	0.2196	0.1455	0.9891	0.8524	0.0445	0.24	0.2069	0.3333	0.375	0.1366	0.1804	0.2167	0	0.004	reg oper spec account	block of flats	0.1925	Panel	No	null	null	null	null	-1,711	0	0	0	0	0	0	0	0	0	0	5	223,024
55	0	Cash loans	M	Y	N	0	180,000	450,000	21,109.5	450,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.01452	-10,848	-121	-4,809	-3,494	20	1	1	0	1	0	0	Laborers	2	2	2	SATURDAY	9	0	0	0	0	0	Other	null	0.645438	null	0.067	0	0.9752	0.66	0.0068	0	0.1379	0.1667	0.2083	0.0483	0.0538	0.0506	0.0039	0.0465	0.0683	0	0.9752	0.6733	0.0069	0	0.1379	0.1667	0.2083	0.0494	0.0588	0.0528	0.0039	0.0492	0.0677	0	0.9752	0.6645	0.0069	0	0.1379	0.1667	0.2083	0.0491	0.0547	0.0516	0.0039	0.0475	reg oper account	block of flats	0.0436	Stone, brick	No	1	0	1	0	-2,519	0	0	1	0	0	null	null	null	null	null	null	304,457
56	0	Cash loans	M	N	N	2	180,000	450,000	21,109.5	450,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.01885	-12,009	-2,844	-1,377	-3,656	null	1	1	1	1	1	0	Laborers	4	2	2	MONDAY	12	0	0	0	0	0	Business Entity Type 3	0.357707	0.686505	0.394495	0.0722	0.0487	0.9826	0.762	0.0085	0	0.1379	0.1667	0.2083	0.0176	0.0588	0.0505	0	0	0.0735	0.0505	0.9826	0.7713	0.0086	0	0.1379	0.1667	0.2083	0.018	0.0643	0.0526	0	0	0.0729	0.0487	0.9826	0.7652	0.0086	0	0.1379	0.1667	0.2083	0.0179	0.0599	0.0514	0	0	reg oper spec account	block of flats	0.0444	Panel	No	0	0	0	0	-1,003	1	0	0	0	0	0	0	0	1	0	2	195,383
57	0	Cash loans	M	Y	Y	0	103,500	573,628.5	24,435	463,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.009657	-15,406	-892	-341	-4,176	22	1	1	0	1	0	0	Laborers	2	2	2	MONDAY	18	0	0	0	0	0	Business Entity Type 3	0.270766	0.707126	0.597192	0.1464	0.1291	0.9861	0.8096	0.108	0.04	0.0345	0.3333	0.375	0	0.1194	0.0933	0	0	0.1492	0.134	0.9861	0.8171	0.109	0.0403	0.0345	0.3333	0.375	0	0.1304	0.0972	0	0	0.1478	0.1291	0.9861	0.8121	0.1087	0.04	0.0345	0.3333	0.375	0	0.1214	0.0949	0	0	reg oper account	block of flats	0.1324	Stone, brick	No	2	1	2	1	-2,053	1	0	0	0	0	0	0	0	0	0	3	283,508
58	0	Cash loans	M	N	Y	2	225,000	495,351	26,140.5	459,000	Unaccompanied	Working	Secondary / secondary special	Separated	House / apartment	0.02461	-14,860	-1,156	-23	-1,072	null	1	1	0	1	0	0	Laborers	3	2	2	FRIDAY	10	0	0	0	0	0	Business Entity Type 3	null	0.570527	0.694093	0.0165	0	0.9727	0.626	null	0	0.069	0.0417	null	0.0249	null	0.011	null	0	0.0168	0	0.9727	0.6406	null	0	0.069	0.0417	null	0.0255	null	0.0114	null	0	0.0167	0	0.9727	0.631	null	0	0.069	0.0417	null	0.0254	null	0.0112	null	0	null	block of flats	0.0093	Block	No	1	0	1	0	-1,475	1	0	0	1	0	0	0	0	0	1	0	181,831

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