Datasets:

Naat97
/

financial-risk-data

CreditScore int64	AnnualIncome int64	LoanAmount int64	LoanDuration int64	Age int64	EmploymentStatus string	MaritalStatus string	NumberOfDependents int64	EducationLevel string	HomeOwnershipStatus string	MonthlyDebtPayments int64	CreditCardUtilizationRate float64	NumberOfOpenCreditLines int64	NumberOfCreditInquiries int64	DebtToIncomeRatio float64	BankruptcyHistory int64	LoanPurpose string	PreviousLoanDefaults int64	InterestRate float64	PaymentHistory int64	SavingsAccountBalance int64	CheckingAccountBalance int64	InvestmentAccountBalance int64	RetirementAccountBalance int64	EmergencyFundBalance int64	TotalAssets int64	TotalLiabilities int64	NetWorth int64	LengthOfCreditHistory int64	MortgageBalance int64	RentPayments int64	AutoLoanBalance int64	PersonalLoanBalance int64	StudentLoanBalance int64	UtilityBillsPaymentHistory float64	HealthInsuranceStatus string	LifeInsuranceStatus string	CarInsuranceStatus string	HomeInsuranceStatus string	OtherInsurancePolicies int64	EmployerType string	JobTenure int64	MonthlySavings int64	AnnualBonuses int64	AnnualExpenses int64	MonthlyHousingCosts int64	MonthlyTransportationCosts int64	MonthlyFoodCosts int64	MonthlyHealthcareCosts int64	MonthlyEntertainmentCosts int64	LoanApproved int64
402	63,295	18,830	13	29	Self-Employed	Widowed	2	Doctorate	Other	675	0.144528	11	2	0.555109	0	Education	0	0.160717	12	7,989	3,144	6,407	12,216	3,279	93,791	34,258	-5,232	3	44,585	1,088	17,815	2,752	21,989	0.256935	Insured	Insured	Insured	Insured	4	Self-Employed	24	378	3,741	40,058	977	412	399	136	124	0
735	55,936	23,729	1	42	Self-Employed	Divorced	3	Master	Own	508	0.690435	9	8	0.091437	0	Debt Consolidation	0	0.013042	18	5,158	2,818	16,030	50,733	4,353	52,891	60,647	89,318	7	117,295	1,344	11,269	1,819	20,927	0.661031	Uninsured	Uninsured	Uninsured	Uninsured	4	Private	10	575	4,115	16,745	695	206	898	252	131	0
570	62,547	19,660	7	54	Self-Employed	Single	3	Doctorate	Mortgage	610	0.38842	10	3	0.076659	0	Other	0	0.196272	29	4,164	2,299	12,930	54,239	3,651	106,916	62,184	-7,871	18	221,649	1,190	10,013	6,219	24,594	0.912833	Uninsured	Insured	Uninsured	Uninsured	3	Other	16	691	4,105	23,273	627	266	392	73	36	0
406	46,129	21,674	23	25	Self-Employed	Divorced	3	High School	Other	469	0.749665	11	9	0.688403	0	Home	0	0.170234	19	8,589	3,147	14,288	29,936	3,128	69,656	61,161	33,586	14	100,806	467	8,604	3,614	18,689	0.31169	Insured	Uninsured	Insured	Uninsured	1	Public	6	452	4,559	42,163	397	307	250	378	-32	0
371	57,725	12,189	26	42	Employed	Widowed	4	Master	Own	607	0.969138	6	9	0.13725	0	Education	0	0.146536	13	4,779	435	12,077	3,165	4,474	132,200	83,260	22,833	10	132,707	1,364	8,291	4,199	12,471	0.417828	Insured	Insured	Uninsured	Insured	0	Other	2	690	7,856	30,087	723	315	114	88	68	0
320	67,527	18,618	20	30	Self-Employed	Widowed	0	Doctorate	Other	406	0.344898	5	7	0.534898	0	Home	0	0.194416	26	3,370	1,693	11,798	58,905	6,824	129,574	40,081	24,466	14	187,238	937	6,733	1,374	12,320	0.612915	Uninsured	Insured	Insured	Insured	1	Self-Employed	12	726	7,574	21,769	853	253	303	213	33	0
421	55,614	26,778	8	58	Unemployed	Widowed	2	Associate	Mortgage	598	0.293089	11	6	0.826485	0	Education	1	0.184147	13	10,564	-266	6,274	40,847	2,484	79,674	55,223	41,531	3	121,696	920	3,880	4,089	11,676	0.782579	Uninsured	Insured	Uninsured	Insured	0	Public	38	295	7,111	42,289	498	646	300	196	107	0
766	69,614	15,391	16	34	Employed	Divorced	3	Associate	Rent	768	0.060029	8	9	0.261733	0	Auto	0	0.245584	23	3,196	299	17,219	56,421	5,064	180,692	62,639	10,112	15	149,568	484	10,598	7,135	11,372	0.702618	Uninsured	Uninsured	Uninsured	Uninsured	2	Self-Employed	26	-130	6,223	34,655	510	560	459	264	265	0
514	72,526	19,221	29	56	Self-Employed	Single	0	Bachelor	Other	290	0.76288	7	8	0.359686	0	Home	1	0.282205	6	6,129	1,942	11,647	34,893	3,966	131,052	37,190	33,364	29	82,710	1,302	17,283	2,326	29,985	0.751149	Insured	Insured	Uninsured	Insured	0	Public	35	440	6,477	37,276	769	451	471	40	165	1
630	51,364	24,451	21	25	Self-Employed	Married	2	High School	Mortgage	481	0.556546	8	6	0.995749	0	Education	0	0.227359	13	2,913	2,077	7,250	46,363	714	77,373	46,015	70,210	20	97,470	810	14,420	12,675	27,344	0.639016	Insured	Uninsured	Uninsured	Uninsured	4	Self-Employed	19	197	5,637	9,001	1,531	478	138	211	123	1
758	77,556	25,661	11	24	Employed	Divorced	3	Master	Mortgage	590	0.901169	6	0	0.809601	1	Home	0	0.231229	25	4,034	2,980	12,579	47,793	7,222	182,059	44,372	39,279	0	159,747	464	10,438	5,301	18,359	0.943609	Uninsured	Uninsured	Insured	Insured	2	Public	21	483	3,063	27,714	355	518	187	224	56	1
387	79,168	22,949	3	26	Self-Employed	Widowed	1	Doctorate	Rent	436	0.291415	11	9	0.452203	0	Debt Consolidation	0	0.086844	25	6,882	4,105	10,161	39,684	4,915	170,131	49,941	50,583	26	125,943	969	16,354	4,389	-157	0.812969	Uninsured	Uninsured	Insured	Uninsured	3	Self-Employed	14	454	6,740	38,666	1,172	620	555	37	82	0
672	33,438	28,278	11	34	Self-Employed	Widowed	2	Doctorate	Rent	534	0.945029	5	8	0.57311	0	Debt Consolidation	0	0.113358	19	3,084	722	6,082	23,337	598	87,149	59,701	91,002	6	182,155	511	7,875	4,466	13,958	0.300866	Uninsured	Uninsured	Insured	Uninsured	0	Private	20	288	6,002	31,670	970	142	555	91	179	1
399	69,576	21,340	4	52	Unemployed	Single	1	Associate	Rent	702	0.747326	6	4	0.559826	0	Other	0	0.25633	29	3,129	3,269	6,456	24,569	2,166	131,274	40,413	-10,979	17	180,668	589	21,342	5,949	24,176	0.045325	Uninsured	Uninsured	Insured	Insured	2	Other	24	342	7,219	22,518	872	247	345	240	150	0
430	48,763	13,559	28	31	Self-Employed	Divorced	1	Associate	Own	165	0.648625	12	5	0.629151	0	Home	0	0.039098	6	2,826	1,957	18,526	56,154	3,135	122,417	59,697	1,570	20	175,981	1,120	14,831	4,809	25,297	0.633085	Insured	Uninsured	Insured	Insured	4	Private	21	215	4,078	48,363	1,308	331	796	308	123	0
608	48,674	15,941	18	48	Self-Employed	Single	4	Doctorate	Own	374	0.176856	2	1	0.788651	0	Debt Consolidation	0	0.231801	3	2,658	2,708	10,273	23,626	2,453	100,651	26,655	49,130	16	124,342	933	15,583	5,555	21,301	0.920603	Insured	Uninsured	Uninsured	Uninsured	2	Private	14	564	7,879	32,782	1,312	33	489	118	90	1
643	68,970	21,560	10	56	Employed	Divorced	0	High School	Other	365	0.107328	1	4	0.361727	0	Auto	0	0.203894	6	7,002	1,810	10,894	20,340	2,061	81,872	29,349	5,171	26	133,628	693	6,426	9,957	19,733	0.732077	Uninsured	Uninsured	Uninsured	Insured	2	Self-Employed	32	129	3,963	28,025	1,559	447	492	216	76	1
791	59,783	18,270	21	34	Employed	Divorced	1	Master	Other	683	0.138929	9	0	0.8865	0	Education	0	0.093885	15	2,297	1,967	13,686	27,670	1,332	132,513	34,755	93,490	5	140,554	1,351	6,638	8,692	18,811	0.362406	Insured	Uninsured	Insured	Insured	4	Other	34	910	3,903	30,594	1,308	487	269	141	110	0
713	58,583	21,288	12	18	Employed	Married	1	Doctorate	Mortgage	456	0.215328	4	7	0.687492	0	Home	0	0.262191	12	6,299	2,335	9,569	14,594	6,026	85,486	45,157	63,740	1	117,550	930	8,391	4,005	21,694	0.285944	Insured	Uninsured	Uninsured	Uninsured	3	Private	18	753	4,978	21,964	979	666	369	253	76	0
685	60,431	15,864	22	40	Unemployed	Married	3	Master	Own	291	0.414733	13	1	0.141796	0	Debt Consolidation	1	0.239946	12	2,408	2,430	13,491	13,026	1,258	139,739	65,960	23,986	8	190,356	323	3,689	3,787	21,184	0.101107	Uninsured	Insured	Uninsured	Insured	4	Self-Employed	31	639	4,001	32,221	486	53	484	355	74	0
491	91,480	13,545	1	32	Unemployed	Divorced	1	Bachelor	Mortgage	502	0.878754	14	4	0.304061	0	Debt Consolidation	0	0.166375	10	4,076	2,395	15,775	16,602	2,041	171,925	54,864	50,641	23	156,439	1,629	9,744	6,253	23,927	0.789543	Insured	Insured	Uninsured	Insured	1	Self-Employed	8	535	4,957	35,321	714	392	435	91	148	0
576	44,619	26,103	22	26	Unemployed	Single	3	Associate	Own	396	0.184317	11	2	0.510029	0	Auto	0	0.211311	23	7,704	-37	13,713	39,643	5,923	115,909	20,279	105,175	7	154,406	953	11,551	8,525	-292	0.973218	Insured	Uninsured	Insured	Insured	1	Private	18	863	2,653	25,626	1,577	228	442	183	48	1
460	61,995	25,803	1	19	Unemployed	Divorced	0	Bachelor	Own	255	0.927698	3	8	0.173697	0	Auto	0	0.039901	19	4,549	2,022	11,660	24,818	3,383	162,010	43,043	44,591	17	113,818	493	7,282	6,391	15,028	0.320842	Insured	Uninsured	Uninsured	Uninsured	0	Public	17	878	5,608	13,691	919	236	570	272	79	0
759	30,365	20,493	8	57	Employed	Married	4	Bachelor	Rent	640	0.829419	9	7	0.217487	0	Home	0	0.277269	5	7,649	2,570	9,907	27,798	1,065	116,996	67,003	66,909	20	163,378	1,011	10,100	4,390	21,349	0.457872	Insured	Insured	Insured	Insured	3	Public	30	908	6,810	31,120	1,154	-66	188	132	136	1
613	70,043	16,655	8	63	Unemployed	Single	2	High School	Other	580	0.642711	13	6	0.42458	0	Home	0	0.082062	21	1,809	3,662	2,693	20,438	2,192	156,323	54,946	66,830	28	121,661	1,079	10,244	6,566	22,068	0.931652	Uninsured	Uninsured	Insured	Uninsured	4	Private	21	624	8,211	36,045	1,005	367	513	329	142	0
321	46,166	23,609	8	35	Self-Employed	Widowed	3	Associate	Other	181	0.869132	1	7	0.364378	0	Other	1	0.189084	14	2,705	376	11,894	39,218	2,641	116,361	37,408	47,511	23	144,894	887	7,098	7,181	26,380	0.655996	Uninsured	Uninsured	Uninsured	Insured	4	Private	1	782	5,247	30,160	-52	150	646	101	134	0
552	67,690	19,488	28	53	Employed	Divorced	3	Doctorate	Own	566	0.639453	12	5	0.335082	0	Other	0	0.07588	9	7,830	1,304	8,843	5,773	4,489	71,188	17,184	25,465	16	111,069	1,493	6,586	10,483	20,271	0.171316	Insured	Uninsured	Insured	Uninsured	2	Self-Employed	1	653	3,397	17,772	1,678	437	442	51	79	0
774	80,463	23,155	2	49	Employed	Widowed	1	Master	Other	313	0.332269	7	2	0.851925	1	Education	0	0.176605	13	8,055	2,655	8,338	16,516	2,288	69,434	60,922	66,950	27	120,548	1,092	12,203	5,624	31,526	0.839437	Uninsured	Uninsured	Insured	Insured	2	Public	5	601	5,778	47,852	1,217	444	769	299	53	1
358	76,149	25,721	13	25	Employed	Married	4	Associate	Mortgage	674	0.227946	10	9	0.863258	0	Home	0	0.231377	20	7,177	2,229	2,904	60,822	1,365	125,973	46,895	105,844	7	161,194	1,071	8,861	3,263	8,536	0.681925	Insured	Insured	Uninsured	Uninsured	2	Self-Employed	29	436	3,768	35,750	647	375	599	243	43	0
810	61,051	22,972	3	20	Self-Employed	Married	4	Doctorate	Own	515	0.684898	4	8	0.13166	0	Auto	0	0.177889	8	3,033	2,274	7,296	26,982	-738	126,467	12,659	3,220	28	257,466	911	4,715	3,939	18,171	0.232217	Uninsured	Uninsured	Uninsured	Insured	0	Self-Employed	22	438	5,776	26,674	1,278	625	200	214	58	0
775	39,596	17,129	17	57	Self-Employed	Widowed	0	Bachelor	Own	574	0.386319	3	6	0.366234	0	Auto	0	0.200206	24	1,270	2,046	16,006	31,712	5,747	130,596	35,558	56,806	1	50,010	861	9,289	4,671	25,961	0.626513	Insured	Uninsured	Insured	Insured	4	Public	14	393	4,160	62,883	1,017	411	256	208	-17	1
489	81,653	16,433	22	65	Employed	Divorced	1	Master	Own	842	0.554489	4	6	0.347056	0	Debt Consolidation	0	0.033638	6	6,962	1,535	6,312	64,022	4,603	75,457	60,491	63,128	28	208,820	896	-7,640	5,676	-330	0.346393	Uninsured	Uninsured	Insured	Uninsured	0	Public	30	804	7,852	30,873	1,223	583	367	174	80	0
543	59,872	18,383	24	59	Unemployed	Widowed	2	Master	Other	714	0.301906	14	4	0.014741	0	Education	0	0.070452	3	8,987	3,232	18,052	8,381	4,328	36,945	62,727	-9,278	27	120,723	1,472	16,482	6,591	14,776	0.577483	Uninsured	Uninsured	Uninsured	Insured	0	Public	28	685	974	32,126	586	271	533	132	63	0
804	39,553	22,823	9	22	Self-Employed	Widowed	1	Associate	Other	454	0.113231	6	3	0.740878	0	Education	0	0.10858	2	6,157	741	5,885	60,378	3,654	49,886	47,705	97,426	9	224,084	1,315	13,820	5,201	33,026	0.339091	Uninsured	Uninsured	Insured	Insured	3	Self-Employed	24	337	3,776	28,471	940	210	190	217	171	1
430	71,478	19,741	25	23	Self-Employed	Widowed	3	Master	Other	270	0.33397	1	3	0.257444	0	Other	0	0.135162	24	3,548	1,855	-6,100	28,091	2,731	145,864	60,496	58,896	8	205,045	433	13,037	4,412	30,740	0.766276	Insured	Insured	Uninsured	Insured	0	Public	1	724	3,113	22,561	1,033	349	714	279	123	0
784	77,989	19,127	5	59	Employed	Widowed	1	Master	Other	579	0.363275	9	0	0.770898	0	Auto	0	0.036983	10	5,947	533	9,756	6,233	1,815	28,953	56,962	49,407	17	95,339	532	12,029	4,004	22,625	0.997571	Uninsured	Uninsured	Uninsured	Insured	1	Public	6	104	6,524	33,475	1,410	674	728	130	72	0
320	48,589	17,198	9	18	Self-Employed	Married	3	Associate	Mortgage	364	0.056552	2	4	0.471467	0	Home	1	0.215	25	10,103	1,884	15,639	41,657	3,033	112,864	60,969	39,157	16	193,812	706	9,121	5,954	930	0.664545	Uninsured	Insured	Insured	Insured	0	Private	35	390	4,011	32,334	1,199	286	632	104	99	0
466	54,651	27,979	29	58	Unemployed	Single	3	Doctorate	Own	868	0.142394	2	3	0.139315	0	Debt Consolidation	0	0.150236	23	4,234	1,523	13,973	36,826	3,736	151,286	36,191	53,333	5	115,787	1,276	16,163	4,810	13,696	0.103465	Uninsured	Uninsured	Uninsured	Uninsured	2	Private	36	637	6,144	18,350	1,532	418	629	152	118	0
573	56,770	20,397	13	37	Employed	Widowed	2	Master	Rent	711	0.441127	2	6	0.088492	0	Debt Consolidation	0	0.236288	10	5,985	996	7,771	19,187	796	80,337	55,812	85,478	9	206,487	1,404	8,551	6,629	26,958	0.743178	Uninsured	Uninsured	Uninsured	Insured	3	Public	9	809	3,203	42,674	388	182	450	288	83	0
687	60,500	14,479	8	18	Unemployed	Widowed	3	Doctorate	Rent	103	0.968457	2	7	0.535593	0	Education	0	0.263118	6	5,334	3,156	8,947	33,817	-595	123,196	37,934	17,454	3	103,787	1,112	12,387	8,308	34,731	0.058205	Insured	Insured	Insured	Insured	1	Self-Employed	25	736	1,427	14,058	1,292	56	612	221	96	1
615	73,440	10,017	6	21	Self-Employed	Widowed	2	High School	Mortgage	658	0.470453	8	2	0.537584	0	Auto	0	0.138636	3	8,344	2,267	5,092	45,858	2,205	94,093	53,972	42,864	4	154,070	914	10,803	3,062	2,554	0.942643	Insured	Uninsured	Insured	Insured	3	Other	13	36	4,263	28,967	1,078	358	538	176	-1	1
313	72,121	21,625	19	22	Self-Employed	Divorced	1	Doctorate	Own	414	0.586367	10	4	0.475803	0	Education	0	0.159101	19	2,774	2,205	8,580	31,292	-634	87,455	58,452	90,995	22	213,519	1,009	5,498	7,073	23,787	0.833465	Uninsured	Uninsured	Insured	Uninsured	4	Public	33	1,042	3,710	42,294	1,182	373	591	137	141	0
541	57,005	12,139	1	48	Employed	Divorced	0	Doctorate	Own	256	0.351718	1	7	0.993641	0	Home	0	0.067633	25	11,177	1,689	7,599	56,203	2,410	38,108	63,439	24,166	19	206,276	1,134	19,575	5,454	4,744	0.405606	Insured	Uninsured	Uninsured	Uninsured	2	Public	28	683	4,259	37,997	275	109	511	140	114	1
645	54,536	21,520	21	19	Employed	Widowed	2	High School	Mortgage	929	0.771437	12	8	0.658391	0	Home	0	0.062482	3	-235	389	7,819	23,807	1,656	118,126	49,160	69,541	6	194,225	1,037	17,203	5,536	39,744	0.250562	Uninsured	Uninsured	Insured	Uninsured	1	Public	6	397	7,031	22,205	1,152	541	204	102	115	1
639	56,843	17,974	23	64	Employed	Widowed	2	Bachelor	Rent	348	0.550826	9	2	0.685451	0	Other	0	0.209851	28	8,388	2,859	10,080	58,764	4,990	60,389	56,221	16,914	26	258,798	1,154	10,426	3,986	12,986	0.393237	Insured	Uninsured	Insured	Uninsured	2	Other	29	808	4,599	48,133	-142	269	266	150	89	1
391	78,808	17,524	13	30	Unemployed	Married	1	Doctorate	Rent	191	0.415728	2	0	0.984411	0	Auto	0	0.182651	6	9,455	3,540	-537	32,596	3,321	138,476	39,418	62,798	5	255,997	1,824	8,726	5,127	37,130	0.68261	Insured	Uninsured	Insured	Insured	3	Public	34	1,058	4,657	7,241	840	87	562	-1	110	0
666	67,706	24,925	20	26	Unemployed	Married	3	Bachelor	Other	276	0.222841	9	5	0.622731	0	Home	0	0.158362	12	4,161	665	8,773	36,444	5,193	81,614	65,050	61,611	26	215,070	611	11,058	7,058	16,604	0.675842	Insured	Uninsured	Uninsured	Insured	1	Self-Employed	8	805	6,608	28,915	1,087	299	499	205	161	0
754	53,064	21,718	29	66	Self-Employed	Married	2	Bachelor	Mortgage	-12	0.85655	7	3	0.302966	0	Debt Consolidation	0	0.074074	21	1,230	2,839	5,412	37,129	1,995	111,584	60,850	47,723	9	187,776	1,097	11,281	5,718	28,622	0.014697	Insured	Insured	Insured	Insured	1	Private	1	719	5,533	41,776	683	364	465	207	153	1
727	63,820	17,399	7	53	Self-Employed	Widowed	4	Associate	Own	478	0.350578	11	7	0.05418	0	Other	0	0.212684	11	3,940	-152	9,827	49,174	3,059	-2,250	41,281	103,476	0	204,047	1,097	10,123	5,879	24,926	0.966805	Uninsured	Uninsured	Uninsured	Insured	3	Private	33	655	5,693	7,813	577	39	485	250	176	0
808	72,331	17,409	14	60	Unemployed	Married	2	Associate	Own	336	0.404379	5	4	0.535538	0	Education	0	0.097011	23	5,517	1,902	9,233	24,201	4,934	132,871	64,327	34,353	9	145,059	928	7,101	4,543	28,528	0.498782	Insured	Insured	Uninsured	Uninsured	2	Public	36	428	4,461	34,081	1,056	564	413	239	92	0
334	60,716	18,764	5	31	Employed	Divorced	3	Bachelor	Own	768	0.056235	3	5	0.038852	0	Education	0	0.151044	1	3,924	1,971	16,220	42,611	5,903	30,421	28,172	64,320	22	291,469	612	10,823	2,893	31,889	0.807338	Insured	Uninsured	Insured	Uninsured	3	Private	33	460	7,615	31,615	791	363	462	292	149	0
505	47,958	21,616	8	45	Unemployed	Married	3	Bachelor	Own	490	0.835245	11	4	0.827696	0	Auto	0	0.087657	11	-1,356	1,215	5,680	25,896	2,023	162,028	38,075	75,097	17	70,579	737	11,189	8,109	18,822	0.655078	Uninsured	Uninsured	Uninsured	Insured	3	Private	32	335	5,168	26,943	1,159	169	423	158	87	1
380	93,337	23,043	20	64	Unemployed	Single	1	Bachelor	Other	844	0.106679	8	1	0.31853	0	Other	0	0.08339	15	-2,626	2,058	12,504	15,093	3,588	74,734	51,553	56,027	29	133,536	1,334	17,034	5,334	35,282	0.955608	Uninsured	Insured	Uninsured	Insured	4	Private	3	22	2,125	30,093	674	421	516	150	135	0
687	54,001	20,307	11	62	Employed	Divorced	2	Bachelor	Own	688	0.829237	3	4	0.591374	0	Debt Consolidation	1	0.096025	0	-111	2,716	9,587	25,569	733	37,631	20,244	88,493	23	167,219	1,358	-151	6,275	2,873	0.214427	Insured	Insured	Insured	Uninsured	3	Self-Employed	23	244	6,023	33,607	530	295	522	67	167	0
301	67,617	21,992	4	23	Employed	Divorced	4	Bachelor	Other	754	0.787932	4	3	0.666659	0	Other	0	0.214856	23	2,895	2,371	10,356	21,571	4,145	92,257	38,544	67,481	19	150,616	1,345	18,572	1,187	27,914	0.42797	Insured	Insured	Insured	Insured	3	Private	3	688	3,265	37,450	274	445	521	255	63	0
689	73,809	17,166	27	67	Employed	Married	3	Bachelor	Own	773	0.787944	10	7	0.227281	0	Home	0	0.214532	26	3,739	3,422	3,413	11,860	4,886	141,934	77,582	15,142	21	227,213	752	13,817	7,428	18,242	0.960195	Uninsured	Uninsured	Insured	Uninsured	2	Self-Employed	22	114	5,265	14,210	289	321	369	116	45	1
405	55,201	16,671	14	33	Self-Employed	Widowed	1	High School	Rent	415	0.75817	4	9	0.974297	0	Debt Consolidation	0	0.219245	13	1,284	2,423	10,048	31,900	3,237	81,120	33,240	66,506	11	115,852	1,727	2,839	6,631	31,215	0.701604	Insured	Uninsured	Insured	Uninsured	1	Private	39	559	6,278	31,192	522	473	396	138	86	0
776	54,441	28,161	12	24	Unemployed	Married	1	Associate	Mortgage	623	0.83835	0	7	0.680925	0	Other	0	0.212196	7	6,353	1,645	12,341	29,628	2,174	119,103	38,717	23,296	4	174,271	706	8,324	2,062	28,802	0.035161	Insured	Uninsured	Insured	Insured	1	Private	37	287	4,262	31,292	830	341	423	287	86	0
701	57,058	26,962	14	35	Employed	Widowed	0	Doctorate	Mortgage	287	0.946622	3	2	0.849521	0	Auto	0	0.107133	19	7,467	4,212	10,706	39,068	2,081	-1,176	42,466	85,901	5	94,858	815	9,570	6,797	25,538	0.780277	Uninsured	Insured	Insured	Insured	1	Public	11	578	2,796	20,005	1,163	191	551	148	113	1
461	46,598	16,859	14	26	Unemployed	Divorced	4	Doctorate	Other	281	0.606867	7	5	0.091124	0	Education	0	0.256847	23	10,876	2,758	1,068	26,176	3,255	78,928	33,505	7,236	1	254,901	855	17,198	5,439	16,187	0.530104	Insured	Insured	Uninsured	Insured	3	Other	9	619	3,316	44,524	474	414	445	178	58	0
501	77,976	12,090	28	69	Unemployed	Widowed	4	Master	Rent	452	0.733241	0	0	0.924802	0	Debt Consolidation	0	0.185704	28	2,051	235	14,158	54,001	-752	194,168	46,529	-947	16	139,265	1,194	17,904	6,093	22,283	0.224963	Insured	Insured	Insured	Uninsured	1	Self-Employed	35	690	7,184	42,469	483	422	524	179	116	1
569	56,300	11,483	16	46	Unemployed	Divorced	0	Bachelor	Own	-14	0.06652	1	9	0.193824	0	Debt Consolidation	0	0.148595	17	6,928	2,721	11,224	66,168	6,273	73,970	69,795	70,446	16	151,932	419	5,128	5,064	22,665	0.98099	Insured	Insured	Uninsured	Uninsured	1	Other	33	583	4,009	29,943	1,011	228	658	73	84	1
570	36,764	30,159	22	65	Self-Employed	Widowed	1	Associate	Mortgage	292	0.554396	5	8	0.056615	1	Debt Consolidation	0	0.196382	2	3,754	1,270	10,584	55,548	3,465	150,308	35,159	11,695	1	75,554	1,640	-2,429	7,958	19,458	0.886902	Insured	Insured	Uninsured	Uninsured	2	Private	34	384	4,771	35,097	1,412	217	286	66	122	1
755	44,529	20,555	1	19	Employed	Married	1	Master	Mortgage	607	0.305551	13	4	0.580184	0	Other	0	0.134622	16	7,314	3,245	7,202	19,251	3,634	85,950	21,621	30,367	9	164,334	451	7,963	5,971	8,054	0.967992	Uninsured	Insured	Insured	Uninsured	0	Other	25	736	8,209	33,372	1,812	332	-24	186	63	1
761	70,075	26,447	11	47	Unemployed	Divorced	0	Bachelor	Own	394	0.646359	10	6	0.632121	0	Education	0	0.136393	26	3,647	1,496	13,193	13,059	3,491	100,376	50,940	17,763	22	172,164	562	3,754	4,121	17,769	0.963953	Uninsured	Uninsured	Uninsured	Insured	4	Public	23	650	7,805	18,203	994	294	624	184	92	1
551	71,256	13,498	29	43	Unemployed	Divorced	2	Master	Mortgage	656	0.68741	3	2	0.49494	0	Auto	0	0.195677	3	3,723	1,480	7,805	25,264	2,511	126,354	43,045	55,720	20	147,113	1,009	15,323	5,370	23,321	0.778971	Uninsured	Uninsured	Uninsured	Insured	1	Public	0	537	1,202	35,709	1,170	258	490	338	67	1
595	56,556	18,996	16	33	Self-Employed	Single	0	Bachelor	Mortgage	398	0.314044	13	5	0.105017	0	Home	0	0.125762	28	9,837	1,759	14,678	54,072	5,807	100,390	69,595	74,819	24	179,755	874	10,538	6,307	24,977	0.181893	Uninsured	Insured	Uninsured	Insured	0	Private	12	321	4,954	35,607	991	283	496	200	71	1
637	52,902	28,056	7	34	Self-Employed	Married	3	Bachelor	Mortgage	749	0.353604	3	8	0.844881	0	Auto	0	0.251682	17	6,928	2,748	11,299	6,957	5,162	77,875	66,014	76,228	19	79,662	1,354	8,231	4,276	29,777	0.904874	Uninsured	Uninsured	Uninsured	Uninsured	4	Private	39	203	3,074	28,144	25	48	536	366	168	1
352	50,267	24,820	6	35	Self-Employed	Married	4	Doctorate	Rent	638	0.631632	10	3	0.698063	0	Debt Consolidation	0	0.054228	18	6,578	2,414	8,726	-10,788	-163	73,791	47,513	49,739	20	184,871	580	16,471	4,811	20,719	0.499405	Uninsured	Uninsured	Uninsured	Uninsured	0	Private	0	527	2,870	29,460	1,343	-27	384	165	108	0
516	59,911	21,117	1	30	Unemployed	Married	2	Bachelor	Mortgage	323	0.784743	7	4	0.472186	0	Auto	0	0.1202	29	6,076	3,820	3,494	23,575	3,995	74,538	73,651	12,038	24	138,304	1,281	15,315	6,054	13,617	0.78622	Uninsured	Insured	Insured	Uninsured	0	Self-Employed	0	731	3,411	28,295	576	197	535	218	92	0
487	71,059	23,536	22	39	Self-Employed	Married	2	High School	Rent	444	0.499687	1	2	0.073475	0	Auto	0	0.165679	3	4,036	2,609	12,190	37,978	579	106,430	49,598	-600	5	82,886	1,182	10,587	1,801	27,700	0.979588	Uninsured	Uninsured	Uninsured	Insured	0	Other	10	359	5,310	33,990	483	105	627	196	46	0
679	73,910	23,351	16	35	Unemployed	Single	2	High School	Own	540	0.775806	1	8	0.443394	0	Other	0	0.074531	9	12,328	1,432	3,935	44,791	3,116	105,468	8,722	-15,673	23	172,900	893	8,427	6,605	2,585	0.294946	Insured	Insured	Insured	Uninsured	0	Self-Employed	18	117	3,750	27,047	829	327	231	79	154	1
792	40,937	22,344	5	30	Employed	Single	1	Doctorate	Own	526	0.817955	4	4	0.759359	0	Auto	0	0.257432	13	3,477	859	3,976	79,513	5,054	113,430	90,844	34,077	10	79,834	1,026	5,118	2,415	32,674	0.282951	Uninsured	Insured	Insured	Insured	0	Other	7	188	4,757	28,305	1,402	390	749	307	71	1
340	48,965	23,086	9	64	Employed	Widowed	1	Master	Mortgage	370	0.520364	7	1	0.213441	1	Education	0	0.078015	0	1,740	2,256	15,432	22,442	6,181	78,510	-3,545	1,986	27	120,962	512	13,131	2,653	31,988	0.689487	Insured	Insured	Uninsured	Uninsured	4	Other	31	736	6,816	28,594	1,128	341	106	242	77	0
456	62,705	28,958	22	18	Unemployed	Widowed	2	High School	Other	402	0.879234	4	3	0.970146	0	Other	1	0.289497	20	5,876	2,436	11,131	47,642	3,337	145,267	57,487	19,340	11	147,817	749	7,744	6,119	5,671	0.915007	Insured	Uninsured	Insured	Insured	2	Public	6	145	7,107	24,754	1,540	389	485	237	162	0
314	80,039	20,397	25	21	Self-Employed	Married	0	Bachelor	Mortgage	831	0.677848	13	4	0.943602	0	Education	0	0.203435	29	8,092	2,910	12,671	34,060	-1,158	38,420	42,422	-9,526	7	52,318	813	10,086	3,445	23,498	0.698386	Uninsured	Uninsured	Uninsured	Insured	0	Private	0	682	5,605	35,830	1,252	108	353	216	143	0
364	79,197	21,357	27	50	Unemployed	Married	1	Associate	Other	410	0.211744	1	2	0.261873	0	Other	0	0.150471	22	6,629	1,333	17,531	24,746	4,092	154,291	49,503	72,606	7	87,655	1,054	6,464	2,622	9,790	0.187265	Uninsured	Uninsured	Uninsured	Uninsured	0	Other	11	450	3,869	28,842	1,389	409	360	220	56	0
820	75,063	31,705	12	20	Employed	Married	1	Bachelor	Other	329	0.728865	1	8	0.931185	0	Auto	0	0.233174	8	8,816	2,363	11,044	20,068	1,517	62,434	18,731	67,171	23	181,792	1,440	7,522	4,925	39,017	0.989708	Insured	Uninsured	Uninsured	Uninsured	2	Self-Employed	17	406	7,796	18,472	1,082	396	798	174	101	1
643	57,222	24,525	29	53	Unemployed	Widowed	3	Bachelor	Rent	92	0.249017	11	0	0.848693	0	Debt Consolidation	0	0.167916	8	5,112	1,236	10,616	27,859	5,961	142,343	41,378	39,080	3	95,593	1,530	6,552	2,432	18,636	0.506756	Insured	Insured	Insured	Uninsured	1	Public	5	374	321	49,389	1,129	505	694	146	130	1
428	72,768	24,055	15	53	Self-Employed	Single	0	Bachelor	Mortgage	575	0.241624	11	5	0.343977	0	Home	0	0.044111	1	8,386	2,382	11,859	11,497	3,390	71,763	25,210	66,336	27	184,597	943	858	6,274	18,230	0.645093	Uninsured	Insured	Insured	Uninsured	1	Private	31	242	5,868	37,990	1,091	526	578	367	65	0
771	85,626	25,641	20	55	Self-Employed	Married	0	Bachelor	Rent	547	0.699935	1	7	0.885172	0	Auto	0	0.074413	5	5,252	-66	5,472	23,095	2,961	48,732	54,222	78,422	5	155,523	1,040	6,260	6,628	15,493	0.350023	Insured	Insured	Uninsured	Insured	3	Other	33	460	4,919	25,663	1,132	311	490	326	125	0
362	80,939	19,905	13	60	Employed	Married	1	Associate	Mortgage	738	0.622509	11	5	0.947671	0	Home	0	0.053977	12	1,035	1,160	7,828	40,561	4,979	-6,361	60,091	29,083	17	164,719	1,641	4,389	3,854	24,261	0.465771	Insured	Insured	Insured	Uninsured	4	Public	33	705	4,641	22,170	1,273	525	314	268	235	0
438	42,472	19,042	25	18	Unemployed	Married	0	Bachelor	Own	632	0.211182	8	7	0.687633	0	Other	0	0.173616	12	10,571	1,652	1,004	23,650	3,712	109,787	65,693	29,897	20	83,633	875	9,612	4,414	20,456	0.612052	Uninsured	Insured	Insured	Uninsured	1	Other	28	989	6,739	14,509	914	471	287	163	162	0
798	49,757	23,473	2	64	Unemployed	Widowed	4	Doctorate	Other	507	0.123534	11	4	0.344754	0	Other	0	0.242016	19	6,236	973	1,989	3,499	7,515	56,579	50,587	45,641	0	151,209	1,209	3,011	6,374	24,063	0.063949	Uninsured	Insured	Insured	Insured	0	Public	21	407	3,421	38,319	518	197	555	92	161	1
691	50,942	11,598	3	61	Unemployed	Married	4	Bachelor	Own	614	0.933191	14	3	0.635775	0	Debt Consolidation	0	0.271658	15	5,615	1,254	14,814	23,994	5,397	106,554	59,625	40,756	17	173,425	848	11,550	2,524	30,825	0.560128	Insured	Uninsured	Insured	Insured	2	Private	17	9	4,498	28,498	1,600	375	369	115	49	0
718	88,586	27,294	21	40	Employed	Single	4	High School	Own	693	0.894484	1	2	0.241094	0	Other	0	0.035529	28	5,751	2,205	12,501	44,405	3,002	136,208	59,271	9,687	22	142,275	1,373	13,921	8,712	21,760	0.855329	Uninsured	Insured	Insured	Uninsured	3	Self-Employed	7	361	4,404	6,573	986	215	1,034	79	76	1
588	83,362	19,384	10	22	Unemployed	Single	2	Bachelor	Own	378	0.731391	1	0	0.328947	0	Other	0	0.105886	5	6,937	1,530	13,368	12,926	2,316	11,549	66,226	62,569	7	161,432	701	8,011	8,479	33,987	0.519125	Insured	Insured	Uninsured	Insured	2	Public	12	765	6,334	58,669	484	345	245	266	98	1
678	59,673	23,957	13	44	Unemployed	Widowed	2	High School	Own	740	0.413472	8	7	0.117206	0	Education	0	0.075919	29	6,571	1,177	11,064	32,845	3,299	59,551	61,494	84,169	20	201,220	1,221	11,501	4,091	26,978	0.058354	Insured	Uninsured	Uninsured	Insured	0	Other	39	855	7,208	26,356	729	185	0	153	147	1
789	57,491	19,985	27	18	Unemployed	Widowed	0	High School	Mortgage	525	0.529811	10	8	0.404867	0	Education	0	0.033061	12	2,653	1,527	10,894	41,242	3,262	79,191	43,828	51,930	19	57,899	1,512	8,455	6,058	32,102	0.848841	Insured	Insured	Insured	Uninsured	1	Private	27	436	2,560	28,099	1,068	313	-19	82	92	1
530	65,538	18,965	28	60	Self-Employed	Single	1	Associate	Mortgage	598	0.924954	4	9	0.802366	0	Education	0	0.255963	19	4,126	3,266	6,401	33,156	1,336	75,666	79,951	7,561	18	84,842	965	18,224	3,790	19,350	0.157593	Insured	Insured	Uninsured	Insured	1	Public	15	110	8,661	26,277	1,309	386	425	165	137	1
340	46,749	21,913	16	68	Unemployed	Divorced	1	Bachelor	Rent	435	0.070119	12	2	0.698085	0	Auto	0	0.060204	16	3,652	411	6,981	25,944	1,517	155,010	43,034	16,575	0	92,289	1,108	1,804	7,032	20,355	0.05832	Insured	Insured	Insured	Insured	1	Public	0	174	6,162	40,087	881	243	261	299	63	0
327	44,932	15,572	16	57	Self-Employed	Divorced	0	Master	Rent	405	0.815766	13	4	0.179846	0	Auto	0	0.284806	29	8,377	-1,013	5,972	32,996	4,212	100,006	45,282	16,781	12	128,060	1,130	15,440	3,249	23,193	0.153025	Uninsured	Uninsured	Uninsured	Insured	0	Private	27	483	8,247	37,425	846	366	151	412	85	0
434	67,067	21,334	9	50	Unemployed	Widowed	4	Master	Own	613	0.910112	8	3	0.143992	0	Debt Consolidation	0	0.089171	10	200	2,316	11,521	9,892	3,557	141,983	52,504	23,606	19	140,662	786	4,418	4,319	22,536	0.005537	Uninsured	Uninsured	Insured	Uninsured	4	Public	27	462	7,479	36,012	463	180	562	144	86	0
500	59,956	16,111	6	35	Self-Employed	Widowed	0	High School	Mortgage	409	0.314988	7	6	0.13578	0	Education	0	0.055328	28	5,965	2,807	8,141	42,031	557	108,140	57,161	35,992	28	127,626	945	3,577	6,135	-2,444	0.275845	Insured	Insured	Uninsured	Insured	3	Self-Employed	8	111	4,458	24,502	28	372	560	155	170	0
332	68,009	18,323	11	36	Self-Employed	Divorced	1	Associate	Own	498	0.320931	11	0	0.438561	0	Auto	0	0.203708	8	7,476	1,762	14,695	44,593	4,880	190,711	81,543	30,119	5	141,786	1,038	9,333	3,870	-4,518	0.796728	Uninsured	Uninsured	Uninsured	Insured	3	Other	25	-243	901	33,557	983	66	325	194	35	0
347	78,080	17,959	7	66	Employed	Single	1	Doctorate	Other	444	0.963473	5	0	0.857863	0	Education	0	0.074575	18	-69	1,930	11,178	20,253	2,681	139,611	72,093	-12,779	1	125,907	1,207	9,585	4,111	8,831	0.946783	Uninsured	Uninsured	Insured	Uninsured	4	Public	29	969	3,855	27,010	873	204	331	290	92	0
802	83,383	13,568	19	37	Unemployed	Divorced	3	Associate	Other	268	0.814487	4	9	0.787427	0	Other	0	0.287791	22	5,070	2,825	7,954	37,073	1,095	66,525	51,584	40,137	21	186,680	1,297	10,962	4,862	33,761	0.072571	Insured	Uninsured	Insured	Uninsured	0	Public	26	457	11,368	57,800	-30	183	435	174	52	1
706	60,769	18,669	5	49	Employed	Widowed	2	Master	Rent	595	0.54399	4	3	0.576271	0	Auto	0	0.153508	22	9,961	2,009	6,616	54,701	3,460	81,893	27,829	43,308	25	114,118	1,000	4,235	6,284	11,683	0.285164	Uninsured	Uninsured	Insured	Uninsured	4	Self-Employed	36	695	6,576	48,434	210	359	758	104	134	1
398	58,853	18,216	20	56	Self-Employed	Widowed	4	Doctorate	Own	790	0.951817	3	2	0.364162	0	Education	0	0.219816	6	10,502	1,960	6,656	23,242	2,830	172,265	43,749	50,450	21	191,569	837	10,970	1,520	29,759	0.228789	Uninsured	Uninsured	Uninsured	Insured	2	Other	6	539	5,988	35,665	1,142	414	689	194	107	0
846	81,661	17,905	18	30	Unemployed	Single	0	Associate	Mortgage	393	0.154957	9	6	0.928652	0	Other	0	0.298513	2	1,335	2,777	15,733	64,140	3,373	83,631	63,586	61,033	19	160,779	1,430	10,335	4,184	34,175	0.47294	Uninsured	Insured	Uninsured	Uninsured	2	Public	37	170	6,505	41,832	1,302	451	356	400	74	1

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