Datasets:

stephmnt
/

assets-credit-scoring-mlops

SK_ID_CURR int64	TARGET float64	NAME_CONTRACT_TYPE string	CODE_GENDER string	FLAG_OWN_CAR string	FLAG_OWN_REALTY string	CNT_CHILDREN int64	AMT_INCOME_TOTAL float64	AMT_CREDIT float64	AMT_ANNUITY float64	AMT_GOODS_PRICE float64	NAME_TYPE_SUITE string	NAME_INCOME_TYPE string	NAME_EDUCATION_TYPE string	NAME_FAMILY_STATUS string	NAME_HOUSING_TYPE string	REGION_POPULATION_RELATIVE float64	DAYS_BIRTH int64	DAYS_EMPLOYED int64	DAYS_REGISTRATION float64	DAYS_ID_PUBLISH int64	OWN_CAR_AGE float64	FLAG_MOBIL int64	FLAG_EMP_PHONE int64	FLAG_WORK_PHONE int64	FLAG_CONT_MOBILE int64	FLAG_PHONE int64	FLAG_EMAIL int64	OCCUPATION_TYPE string	CNT_FAM_MEMBERS float64	REGION_RATING_CLIENT int64	REGION_RATING_CLIENT_W_CITY int64	WEEKDAY_APPR_PROCESS_START string	HOUR_APPR_PROCESS_START int64	REG_REGION_NOT_WORK_REGION int64	LIVE_REGION_NOT_WORK_REGION int64	REG_CITY_NOT_LIVE_CITY int64	REG_CITY_NOT_WORK_CITY int64	LIVE_CITY_NOT_WORK_CITY int64	ORGANIZATION_TYPE string	EXT_SOURCE_1 float64	EXT_SOURCE_2 float64	EXT_SOURCE_3 float64	APARTMENTS_AVG float64	BASEMENTAREA_AVG float64	YEARS_BEGINEXPLUATATION_AVG float64	YEARS_BUILD_AVG float64	COMMONAREA_AVG float64	ELEVATORS_AVG float64	ENTRANCES_AVG float64	FLOORSMAX_AVG float64	FLOORSMIN_AVG float64	LANDAREA_AVG float64	LIVINGAPARTMENTS_AVG float64	LIVINGAREA_AVG float64	NONLIVINGAPARTMENTS_AVG float64	NONLIVINGAREA_AVG float64	APARTMENTS_MODE float64	BASEMENTAREA_MODE float64	YEARS_BEGINEXPLUATATION_MODE float64	YEARS_BUILD_MODE float64	COMMONAREA_MODE float64	ELEVATORS_MODE float64	ENTRANCES_MODE float64	FLOORSMAX_MODE float64	FLOORSMIN_MODE float64	LANDAREA_MODE float64	LIVINGAPARTMENTS_MODE float64	LIVINGAREA_MODE float64	NONLIVINGAPARTMENTS_MODE float64	NONLIVINGAREA_MODE float64	APARTMENTS_MEDI float64	BASEMENTAREA_MEDI float64	YEARS_BEGINEXPLUATATION_MEDI float64	YEARS_BUILD_MEDI float64	COMMONAREA_MEDI float64	ELEVATORS_MEDI float64	ENTRANCES_MEDI float64	FLOORSMAX_MEDI float64	FLOORSMIN_MEDI float64	LANDAREA_MEDI float64	LIVINGAPARTMENTS_MEDI float64	LIVINGAREA_MEDI float64	NONLIVINGAPARTMENTS_MEDI float64	NONLIVINGAREA_MEDI float64	FONDKAPREMONT_MODE string	HOUSETYPE_MODE string	TOTALAREA_MODE float64	WALLSMATERIAL_MODE string	EMERGENCYSTATE_MODE string	OBS_30_CNT_SOCIAL_CIRCLE float64	DEF_30_CNT_SOCIAL_CIRCLE float64	OBS_60_CNT_SOCIAL_CIRCLE float64	DEF_60_CNT_SOCIAL_CIRCLE float64	DAYS_LAST_PHONE_CHANGE float64	FLAG_DOCUMENT_3 int64	FLAG_DOCUMENT_6 int64	FLAG_DOCUMENT_8 int64	FLAG_DOCUMENT_14 int64	FLAG_DOCUMENT_16 int64	AMT_REQ_CREDIT_BUREAU_HOUR float64	AMT_REQ_CREDIT_BUREAU_DAY float64	AMT_REQ_CREDIT_BUREAU_WEEK float64	AMT_REQ_CREDIT_BUREAU_MON float64	AMT_REQ_CREDIT_BUREAU_QRT float64	AMT_REQ_CREDIT_BUREAU_YEAR float64	is_train int64	p_SK_ID_PREV float64	p_AMT_ANNUITY float64	p_AMT_APPLICATION float64	p_AMT_CREDIT float64	p_AMT_DOWN_PAYMENT float64	p_AMT_GOODS_PRICE float64	p_HOUR_APPR_PROCESS_START float64	p_NFLAG_LAST_APPL_IN_DAY float64	p_RATE_DOWN_PAYMENT float64	p_RATE_INTEREST_PRIMARY float64	p_RATE_INTEREST_PRIVILEGED float64	p_DAYS_DECISION float64	p_SELLERPLACE_AREA float64	p_CNT_PAYMENT float64	p_DAYS_FIRST_DRAWING float64	p_DAYS_FIRST_DUE float64	p_DAYS_LAST_DUE_1ST_VERSION float64	p_DAYS_LAST_DUE float64	p_DAYS_TERMINATION float64	p_NFLAG_INSURED_ON_APPROVAL float64	b_SK_ID_BUREAU float64	b_DAYS_CREDIT float64	b_CREDIT_DAY_OVERDUE float64	b_DAYS_CREDIT_ENDDATE float64	b_DAYS_ENDDATE_FACT float64	b_AMT_CREDIT_MAX_OVERDUE float64	b_CNT_CREDIT_PROLONG float64	b_AMT_CREDIT_SUM float64	b_AMT_CREDIT_SUM_DEBT float64	b_AMT_CREDIT_SUM_LIMIT float64	b_AMT_CREDIT_SUM_OVERDUE float64	b_DAYS_CREDIT_UPDATE float64	b_AMT_ANNUITY float64	b_buro_count float64	i_SK_ID_PREV float64	i_NUM_INSTALMENT_VERSION float64	i_NUM_INSTALMENT_NUMBER float64	i_DAYS_INSTALMENT float64	i_DAYS_ENTRY_PAYMENT float64	i_AMT_INSTALMENT float64	i_AMT_PAYMENT float64	SK_ID_PREV float64	MONTHS_BALANCE float64	CNT_INSTALMENT float64	CNT_INSTALMENT_FUTURE float64	SK_DPD float64	SK_DPD_DEF float64	cc_bal_SK_ID_PREV float64	cc_bal_MONTHS_BALANCE float64	cc_bal_AMT_BALANCE float64	cc_bal_AMT_CREDIT_LIMIT_ACTUAL float64	cc_bal_AMT_DRAWINGS_ATM_CURRENT float64	cc_bal_AMT_DRAWINGS_CURRENT float64	cc_bal_AMT_DRAWINGS_OTHER_CURRENT float64	cc_bal_AMT_DRAWINGS_POS_CURRENT float64	cc_bal_AMT_INST_MIN_REGULARITY float64	cc_bal_AMT_PAYMENT_CURRENT float64	cc_bal_AMT_PAYMENT_TOTAL_CURRENT float64	cc_bal_AMT_RECEIVABLE_PRINCIPAL float64	cc_bal_AMT_RECIVABLE float64	cc_bal_AMT_TOTAL_RECEIVABLE float64	cc_bal_CNT_DRAWINGS_ATM_CURRENT float64	cc_bal_CNT_DRAWINGS_CURRENT float64	cc_bal_CNT_DRAWINGS_OTHER_CURRENT float64	cc_bal_CNT_DRAWINGS_POS_CURRENT float64	cc_bal_CNT_INSTALMENT_MATURE_CUM float64	cc_bal_SK_DPD float64	cc_bal_SK_DPD_DEF float64
100,002	1	Cash loans	M	N	Y	0	202,500	406,597.5	24,700.5	351,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.018801	-9,461	-637	-3,648	-2,120	null	1	1	0	1	1	0	Laborers	1	2	2	WEDNESDAY	10	0	0	0	0	0	Business Entity Type 3	0.083037	0.262949	0.139376	0.0247	0.0369	0.9722	0.6192	0.0143	0	0.069	0.0833	0.125	0.0369	0.0202	0.019	0	0	0.0252	0.0383	0.9722	0.6341	0.0144	0	0.069	0.0833	0.125	0.0377	0.022	0.0198	0	0	0.025	0.0369	0.9722	0.6243	0.0144	0	0.069	0.0833	0.125	0.0375	0.0205	0.0193	0	0	reg oper account	block of flats	0.0149	Stone, brick	No	2	2	2	2	-1,134	1	0	0	0	0	0	0	0	0	0	1	1	1	9,251.775	179,055	179,055	0	179,055	9	1	0	null	null	-606	500	24	365,243	-565	125	-25	-17	0	6,153,272.125	-874	0	-349	-697.5	1,681.029	0	108,131.945625	49,156.2	7,997.14125	0	-499.875	0	8	19	1.052632	10	-295	-315.421053	11,559.247105	11,559.247105	19	-10	24	15	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,003	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	1	3	56,553.99	435,436.5	484,191	3,442.5	435,436.5	14.666667	1	0.05003	null	null	-1,305	533	10	365,243	-1,274.333333	-1,004.333333	-1,054.333333	-1,047.333333	0.666667	5,885,878.5	-1,400.75	0	-544.5	-1,097.333333	0	0	254,350.125	0	202,500	0	-816	null	4	25	1.04	5.08	-1,378.16	-1,385.32	64,754.586	64,754.586	28	-43.785714	10.107143	5.785714	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,004	0	Revolving loans	M	Y	Y	0	67,500	135,000	6,750	135,000	Unaccompanied	Working	Secondary / secondary special	Single / not married	House / apartment	0.010032	-19,046	-225	-4,260	-2,531	26	1	1	1	1	1	0	Laborers	1	2	2	MONDAY	9	0	0	0	0	0	Government	null	0.555912	0.729567	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-815	0	0	0	0	0	0	0	0	0	0	0	1	1	5,357.25	24,282	20,106	4,860	24,282	5	1	0.212008	null	null	-815	30	4	365,243	-784	-694	-724	-714	0	6,829,133.5	-867	0	-488.5	-532.5	0	0	94,518.9	0	0	0	-532	null	2	3	1.333333	2	-754	-761.666667	7,096.155	7,096.155	4	-25.5	3.75	2.25	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,006	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	1	9	23,651.175	272,203.26	291,695.5	34,840.17	408,304.89	14.666667	1	0.163412	null	null	-272.444444	894.222222	23	365,243	91,066.5	91,584	182,477.5	182,481.75	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	16	1.125	4.4375	-252.25	-271.625	62,947.088438	62,947.088438	21	-9.619048	12	8.65	0	0	6	-3.5	0	270,000	null	0	null	null	0	null	0	0	0	0	null	0	null	null	0	0	0
100,007	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	1	6	12,278.805	150,530.25	166,638.75	3,390.75	150,530.25	12.333333	1	0.159516	null	null	-1,222.833333	409.166667	20.666667	365,243	-1,263.2	-837.2	72,136.2	72,143.8	0.6	5,987,200	-1,149	0	-783	-783	0	0	146,250	0	0	0	-783	null	1	66	1.166667	7.045455	-1,028.606061	-1,032.242424	12,666.444545	12,214.060227	66	-33.636364	15.333333	8.969697	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,008	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	1	5	15,839.69625	155,701.8	162,767.7	5,548.5	194,627.25	12	1	0.073051	null	null	-1,192	73	14	365,243	-1,434.5	-1,044.5	-1,209.5	-872.75	0.25	6,491,433	-757.333333	0	-391.333333	-909	0	0	156,148.5	80,019	0	0	-611	null	3	35	1.028571	5.057143	-1,263.914286	-1,237.8	27,702.964286	27,360.502714	83	-43.662651	11.518072	4.108434	339.060241	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,009	0	Cash loans	F	Y	Y	1	171,000	1,560,726	41,301	1,395,000	Unaccompanied	Commercial associate	Higher education	Married	House / apartment	0.035792	-13,778	-3,130	-1,213	-619	17	1	1	0	1	1	0	Accountants	3	2	2	SUNDAY	16	0	0	0	0	0	Business Entity Type 3	0.774761	0.724	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	1	0	1	0	-1,562	0	0	1	1	0	0	0	0	1	1	2	1	7	10,051.412143	76,741.714286	70,137.642857	9,203.142857	76,741.714286	13.714286	1	0.126602	null	null	-719.285714	170	8	365,243	-688.285714	-478.285714	51,666.857143	51,672.857143	0	5,651,005.222222	-1,271.5	0	-794.9375	-1,108.5	0	0	266,711.75	76,953.535714	0	0	-851.611111	null	18	51	1	4.54902	-855.823529	-864.411765	9,568.531765	9,568.531765	64	-33.0625	7.875	3.78125	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,010	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	1	1	27,463.41	247,212	260,811	0	247,212	16	1	0	null	null	-1,070	8,636	10	365,243	-1,039	-769	-769	-762	0	5,576,631	-1,939.5	0	-119.5	-1,138	null	0	495,000	174,003.75	0	0	-578	null	2	10	1	5.5	-904	-915.9	27,449.208	27,449.208	11	-30	10	5	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,011	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	1	4	18,303.195	202,732.875	261,840.375	6,797.25	270,310.5	11.75	1	0.050005	null	null	-1,784.5	342.25	14	242,736.333333	-1,955	120,935.666667	-1,231	121,258	0.666667	5,741,083.5	-1,773	0	-1,293.25	-1,463.25	5,073.615	0	108,807.075	0	0	0	-1,454.75	null	4	130	0.415385	28.446154	-1,154.061538	-1,150.923077	13,575.715615	11,328.893654	75	-46.4	19.186667	7	205.666667	0.346667	74	-38.5	54,482.111149	164,189.189189	2,432.432432	2,432.432432	0	0	3,956.221849	4,843.064189	4,520.067568	52,402.088919	54,433.179122	54,433.179122	0.054054	0.054054	0	0	25.767123	0	0
100,012	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	1	4	7,894.155	60,930	74,119.5	0	81,240	12.5	1	0	null	null	-779.75	9.75	18	365,243	-973.333333	-463.333333	-563.333333	-559.333333	0.666667	null	null	null	null	null	null	null	null	null	null	null	null	null	null	48	2	9.041667	-665	-690.3125	9,584.503125	10,451.285625	46	-22.086957	19.021739	10.217391	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,014	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	1	2	12,806.55	96,536.25	102,834	0	96,536.25	13.5	1	0	null	null	-473	765	9	365,243	-438.5	-198.5	182,380	182,384	0	5,326,769.5	-1,095.375	0	-387.375	-821.333333	3,726.3525	0	341,241.553125	151,642.8	0	0	-615.875	null	8	19	1	6.263158	-576.263158	-584.473684	11,826.206053	8,783.197105	16	-18.25	10.875	5.8125	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,015	0	Cash loans	F	N	Y	0	38,419.155	148,365	10,678.5	135,000	Children	Pensioner	Secondary / secondary special	Married	House / apartment	0.015221	-20,417	365,243	-5,246	-2,512	null	1	0	0	1	1	0	null	2	2	2	FRIDAY	7	0	0	0	0	0	XNA	0.722044	0.555183	0.652897	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-2,396	0	1	0	0	0	0	0	0	0	0	2	1	1	7,666.92	68,850	67,077	6,885	68,850	8	1	0.101382	null	null	-2,396	110	10	365,243	-2,360	-2,090	-2,090	-2,084	1	5,473,349.5	-947.75	0	-598.25	-555.5	null	0	102,373.875	0	0	0	-551.25	null	4	10	1	5.5	-2,225	-2,237.9	7,658.6805	7,658.6805	11	-74	10	5	1.181818	1.181818	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,016	0	Cash loans	F	N	Y	0	67,500	80,865	5,881.5	67,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.031329	-13,439	-2,717	-311	-3,227	null	1	1	1	1	1	0	Laborers	2	2	2	FRIDAY	10	0	0	0	0	0	Business Entity Type 2	0.464831	0.715042	0.176653	0.0825	null	0.9811	null	null	0	0.2069	0.1667	null	0.0135	null	0.0778	null	0	0.084	null	0.9811	null	null	0	0.2069	0.1667	null	0.0138	null	0.081	null	0	0.0833	null	0.9811	null	null	0	0.2069	0.1667	null	0.0137	null	0.0792	null	0	reg oper account	block of flats	0.0612	null	No	0	0	0	0	-2,370	1	0	0	0	0	0	0	0	1	0	0	1	4	8,593.155	120,745.125	106,221.375	15,690.375	120,745.125	13	1	0.081682	null	null	-1,779.5	167.5	17	365,243	-1,550.333333	-980.333333	-1,050.333333	-1,045.666667	0.333333	5,217,357	-618.428571	0	-217.142857	-929.666667	0	0	67,854.857143	12,744.9	0	0	-405.857143	null	7	74	1.013514	9.608108	-1,296.202703	-1,297.581081	10,739.828919	8,391.646216	67	-48.253731	19.238806	10.238806	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,017	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	1	2	14,375.4075	176,665.5	175,565.25	19,152	176,665.5	16.5	1	0.106529	null	null	-1,526.5	1,454	17	365,243	-1,489.5	-1,009.5	181,557.5	181,560.5	0.5	5,704,886.5	-1,944.333333	0	-1,512.333333	-1,677.833333	0	0	143,295	0	0	0	-1,594.333333	null	6	30	1	8.833333	-951.666667	-962.533333	13,508.9205	13,508.9205	31	-33.387097	19.032258	11.129032	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,018	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	1	4	38,669.70375	298,363.46625	285,989.59125	14,295.375	298,363.46625	15.25	1	0.027229	null	null	-755.25	619.5	10	365,243	-905.666667	-655.666667	121,057.666667	121,061.333333	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	24	1.208333	5.041667	-997.333333	-1,004.208333	49,114.6425	49,114.6425	25	-33.88	10.12	5.56	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,019	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	1	1	10,518.615	84,136.5	104,683.5	0	84,136.5	10	1	0	null	null	-925	1,000	12	365,243	-894	-564	-714	-705	0	5,832,095.5	-495	0	5,441	null	0	0	360,000	122,735.07	135,000	0	-26.5	27,000	2	8	1.5	4.25	-796.5	-827	15,090.46875	20,636.62875	8	-27.5	11.375	7.875	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,020	0	Cash loans	M	N	N	0	108,000	509,602.5	26,149.5	387,000	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.018634	-12,931	-1,317	-6,392	-3,866	null	1	1	0	1	0	0	Drivers	2	2	2	THURSDAY	12	0	0	1	1	0	Government	null	0.236378	0.062103	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-3	1	0	0	0	0	0	0	0	0	1	0	1	2	7,254.5175	39,206.25	41,706	0	39,206.25	10.5	1	0	null	null	-357.5	300	7	365,243	-326	-146	182,476	182,479.5	0	6,093,290.5	-261.5	0	-32.5	-223	0	0	49,871.25	30,772.125	0	0	-130.75	null	4	13	1	3.769231	-234.076923	-242.692308	7,136.958462	7,136.958462	14	-9	7	4	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,021	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	1	6	10,686.165	40,961.25	153,615.75	3,770.1	49,153.5	15.666667	1	0.106606	null	null	-943.833333	2,073	7	365,243	72,171.4	72,363.4	145,338	72,234.4	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	23	1.086957	3.652174	-1,010.913043	-1,023.217391	9,059.022391	9,059.022391	27	-37.074074	9	5.962963	0	0	17	-10	0	675,000	null	0	null	null	0	null	0	0	0	0	null	0	null	null	0	0	0
100,022	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	1	1	6,765.975	89,091	103,203	0	89,091	18	1	0	null	null	-239	-1	18	365,243	-209	301	365,243	365,243	1	6,795,607.5	-337	0	940	null	0	0	528,750	205,276.5	0	0	-28	null	2	7	1	4	-119	-142.428571	6,765.975	6,765.975	7	-5	18	15	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,023	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	1	4	8,895.8925	98,746.875	113,517	8,435.25	98,746.875	10	1	0.098669	null	null	-1,215.75	382	12.5	365,243	90,199.75	90,552.25	90,372.25	90,377.25	0.5	6,296,142.769231	-1,164.384615	0	-364.916667	-997.3	2,720.85	0	126,591.718846	13,703.85	0	0	-634.076923	null	13	26	1.115385	5.807692	-1,607.230769	-1,622.884615	18,982.580192	18,982.580192	29	-52.724138	13.172414	7.965517	0	0	8	-7.5	0	135,000	null	0	null	null	0	null	0	0	0	0	null	0	null	null	0	0	0
100,024	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	1	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,025	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	1	8	27,645.595714	259,795.344375	295,425.781875	5,845.5	296,908.965	14.375	1	0.105766	null	null	-731	120.75	13.714286	365,243	71,931.2	-746.2	72,127.8	72,135.6	0.6	6,187,585	-700	0	1,124	null	null	0	2,452,500	1,886,544	0	0	-49	null	1	46	1.043478	7.586957	-1,294.23913	-1,304.326087	36,369.358043	31,358.61587	40	-42.85	15.625	9.75	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,026	0	Cash loans	F	N	N	1	450,000	497,520	32,521.5	450,000	Unaccompanied	Working	Secondary / secondary special	Married	Rented apartment	0.020713	-11,146	-4,306	-114	-2,518	null	1	1	0	1	0	0	Sales staff	3	3	2	THURSDAY	6	0	0	0	0	0	Self-employed	null	0.457143	0.358951	0.0907	0.0795	0.9786	0.7076	0.012	0	0.2069	0.1667	0.2083	0.0898	0.0723	0.0873	0.0077	0.0044	0.0924	0.0825	0.9786	0.719	0.0121	0	0.2069	0.1667	0.2083	0.0918	0.079	0.091	0.0078	0.0047	0.0916	0.0795	0.9786	0.7115	0.012	0	0.2069	0.1667	0.2083	0.0913	0.0735	0.0889	0.0078	0.0045	reg oper account	block of flats	0.0696	Panel	No	0	0	0	0	-468	1	0	0	0	0	0	0	0	0	0	5	1	3	33,193.665	269,115	292,281	0	403,672.5	8.333333	1	0	null	null	-682.333333	66	21	365,243	-917	-317	-827	-810	0.5	5,103,097	-679	0	899	-916	0	0	1,875,000	1,738,907.19	0	0	-314.666667	null	3	8	1.125	3	-1,096.5	-1,105.875	119,294.595	119,294.595	11	-32.909091	10.727273	8.363636	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,027	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	1	4	24,067.755	163,621.125	173,795.625	0	218,161.5	14.25	1	0	null	null	-407	557.25	11.333333	365,243	-602.5	-302.5	-302.5	-295.5	0.5	5,904,154	-793	0	-278.333333	-902.5	2,565	0	208,432.5	125,571	0	0	-600.666667	null	3	22	1	6.045455	-436.454545	-446	24,519.289091	24,519.289091	23	-15	11.043478	5.695652	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,029	0	Cash loans	M	Y	N	2	135,000	247,500	12,703.5	247,500	Unaccompanied	Working	Secondary / secondary special	Married	House / apartment	0.026392	-11,286	-746	-108	-3,729	7	1	1	0	1	0	0	Drivers	4	2	2	THURSDAY	14	0	0	0	1	1	Business Entity Type 3	null	0.786179	0.565608	0.1433	0.1455	0.9861	0.8096	0.0212	0	0.3103	0.1667	0.2083	0.0861	0.1168	0.1217	0	0.0043	0.146	0.1509	0.9861	0.8171	0.0214	0	0.3103	0.1667	0.2083	0.0881	0.1276	0.1268	0	0.0045	0.1447	0.1455	0.9861	0.8121	0.0214	0	0.3103	0.1667	0.2083	0.0876	0.1189	0.1239	0	0.0044	reg oper account	block of flats	0.0967	Panel	No	1	1	1	0	-4	1	0	0	0	0	0	0	0	0	0	0	1	1	22,891.68	126,000	126,000	0	126,000	18	1	0	null	null	-324	18	6	365,243	-293	-143	-203	-197	0	5,460,404.5	-1,416.75	0	-336.333333	-1,541.333333	null	0	1,857,008.25	1,227,429	0	0	-1,041.75	null	4	4	1.25	2.5	-248	-267.75	33,917.09625	33,917.09625	6	-8.5	5.333333	3	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,030	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	1	12	4,731.04125	33,497.26875	32,534.64375	1,262.625	33,497.26875	12.5	1	0.044804	null	null	-1,981.083333	75.833333	8.625	365,243	-1,582.5	-1,462.5	-1,522.5	-1,427	0	6,584,421.5	-930.833333	0	-61.6	-624	0	0	107,238.495	75,273.75	4,276.005	0	-411.166667	null	6	6	1.333333	2.666667	-708.833333	-730.666667	11,820.645	11,820.645	14	-55.214286	3.071429	1.5	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,031	1	Cash loans	F	N	Y	0	112,500	979,992	27,076.5	702,000	Unaccompanied	Working	Secondary / secondary special	Widow	House / apartment	0.018029	-18,724	-2,628	-6,573	-1,827	null	1	1	0	1	0	0	Cooking staff	1	3	2	MONDAY	9	0	0	0	0	0	Business Entity Type 3	null	0.548477	0.190706	0.0165	0.0089	0.9732	null	null	0	0.069	0.0417	null	0.0265	null	0.0094	null	0	0.0168	0.0092	0.9732	null	null	0	0.069	0.0417	null	0.0271	null	0.0083	null	0	0.0167	0.0089	0.9732	null	null	0	0.069	0.0417	null	0.027	null	0.0096	null	0	null	block of flats	0.0085	Wooden	Yes	10	1	10	0	-161	1	0	0	0	1	0	0	0	0	2	2	1	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	6,187,664	-579.571429	0	468.6	-449	null	0	567,235.928571	562,500	null	0	-266.285714	null	7	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,032	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	1	1	7,910.145	69,255	42,255	27,000	69,255	10	1	0.424597	null	null	-1,497	246	6	365,243	-1,466	-1,316	-1,316	-1,300	0	5,038,524.5	-1,071	0	-525.25	-636.666667	0	0	317,790	0	0	0	-436.75	17,437.5	4	7	1	3.857143	-1,380.285714	-1,426.142857	7,910.762143	6,780.432857	7	-46	6	3	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,033	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	1	1	5,542.92	53,599.5	53,329.5	5,364	53,599.5	14	1	0.099532	null	null	-849	20	12	365,243	-818	-488	-488	-486	0	5,943,236	-195	0	913	null	null	0	675,000	0	0	0	-169	null	1	31	3.516129	45.16129	-635.290323	-618.290323	3,490.712419	2,239.085323	13	-22	12	5.692308	2.461538	0.230769	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,034	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	1	2	21,855.78	107,977.5	112,527	12,145.5	107,977.5	15	1	0.103967	null	null	-443.5	62.5	6	365,243	-413	-263	-308	-303	0.5	null	null	null	null	null	null	null	null	null	null	null	null	null	null	10	2.1	2.6	-396.2	-415.2	25,285.5765	31,135.5765	11	-13.181818	5.727273	3.454545	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,035	0	Cash loans	F	N	Y	0	292,500	665,892	24,592.5	477,000	Unaccompanied	Commercial associate	Secondary / secondary special	Civil marriage	House / apartment	0.025164	-15,280	-2,668	-5,266	-3,787	null	1	1	0	1	0	1	null	2	2	2	WEDNESDAY	13	0	0	0	0	0	Business Entity Type 3	null	0.479987	0.410103	0.0124	null	0.9697	null	null	0	0.069	0.0417	null	null	null	0.0149	null	0	0.0126	null	0.9697	null	null	0	0.069	0.0417	null	null	null	0.0155	null	0	0.0125	null	0.9697	null	null	0	0.069	0.0417	null	null	null	0.0152	null	0	null	block of flats	0.0117	Others	No	0	0	0	0	-1,634	1	0	0	0	0	0	0	0	1	0	5	1	22	18,985.752	155,864.659091	161,788.295455	4,684.5	342,902.25	12.227273	1	0.062838	null	null	-558.181818	112.227273	22.6	365,243	-1,268.75	-856.25	-1,055	-1,046.625	0.625	5,407,253	-1,399.333333	0	487	-2,023.75	13,760.06625	0	393,898.38	410,874.3	0	0	-915.333333	null	9	71	1.056338	6.690141	-1,211.366197	-1,216.408451	29,646.540634	27,885.197535	74	-40.445946	13.013514	7.648649	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,036	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	1	8	8,613.954	89,138.25	92,851.3125	0	142,621.2	13.625	1	0	null	null	-222.125	3,249.625	15.6	365,243	182,439	182,604	182,604	182,606.5	0	6,673,494	-889	0	-462	null	null	0	94,959	8,339.355	null	0	-519	null	1	12	1	6.5	-200	-218.5	6,551.13375	6,551.13375	12	-7.5	12	6.5	0	0	12	-7.5	0	78,750	null	0	null	null	0	null	0	0	0	0	null	0	null	null	0	0	0
100,037	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	1	5	17,011.764	130,142.7	140,661	2,689.875	130,142.7	7.4	1	0.02674	null	null	-1,186.2	1,229.2	10.8	365,243	-1,587	-1,317	-1,397	-1,390.666667	0.333333	5,936,616.125	-1,812.875	0	-1,696.428571	-1,728.571429	0	0	74,016.5625	0	0	0	-1,544.625	0	8	22	1.090909	4.636364	-1,229.090909	-1,247.409091	19,217.569091	19,217.569091	26	-43.5	8.5	4.346154	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
100,039	0	Cash loans	M	Y	N	1	360,000	733,315.5	39,069	679,500	Unaccompanied	Commercial associate	Secondary / secondary special	Married	House / apartment	0.015221	-11,694	-2,060	-3,557	-3,557	3	1	1	0	1	0	0	Drivers	3	2	2	THURSDAY	10	0	0	1	1	0	Self-employed	null	0.321745	0.411849	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	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	-697	0	0	1	0	0	0	0	0	0	1	1	1	4	20,679.495	348,917.52375	383,785.875	2.0475	465,223.365	14	1	0.000086	null	null	-1,245.25	1,900.25	18	365,243	-1,599.333333	-1,089.333333	-1,449.333333	-1,442.333333	0.666667	5,153,446	-641.444444	0	126.625	-636.4	null	0	498,788	348,392.571429	0	0	-372.111111	null	9	21	3.142857	3.52381	-1,228.047619	-1,246.190476	81,681.642857	109,785.799286	22	-43.727273	18.818182	15.409091	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null

End of preview. Expand in Data Studio

README.md exists but content is empty.

Downloads last month: 39

Size of downloaded dataset files:

83.1 MB

Size of the auto-converted Parquet files:

83.1 MB

Number of rows:

356,255

Space using stephmnt/assets-credit-scoring-mlops 1