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loan_data_for_exercise

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train · 7.5k rows

loan_amnt int64 1k 35k	funded_amnt int64 1k 35k	term stringclasses 2 values	int_rate float64 5.42 24.1	installment float64 30.2 1.29k	grade stringclasses 7 values	sub_grade stringclasses 35 values	emp_title stringlengths 2 49 ⌀	emp_length stringclasses 11 values	home_ownership stringclasses 3 values	annual_inc float64 6k 1.78M	issue_d stringclasses 5 values	loan_status stringclasses 2 values	purpose stringclasses 13 values	addr_state stringclasses 45 values	dti float64 0 29.9	earliest_cr_line stringclasses 451 values	mths_since_last_delinq float64 1 115 ⌀	total_rec_prncp float64 0 35k	recoveries float64 0 29.6k	emp_length_int float64 0 10	earliest_cr_line_date stringclasses 451 values	mths_since_earliest_cr_line float64 111 594	term_int int64 36 60	issue_d_date stringclasses 5 values	mths_since_issue_d float64 73 77	grade:A bool 2 classes	grade:B bool 2 classes	grade:C bool 2 classes	grade:D bool 2 classes	grade:E bool 2 classes	grade:F bool 2 classes	grade:G bool 2 classes	sub_grade:A1 bool 2 classes	sub_grade:A2 bool 2 classes	sub_grade:A3 bool 2 classes	sub_grade:A4 bool 2 classes	sub_grade:A5 bool 2 classes	sub_grade:B1 bool 2 classes	sub_grade:B2 bool 2 classes	sub_grade:B3 bool 2 classes	sub_grade:B4 bool 2 classes	sub_grade:B5 bool 2 classes	sub_grade:C1 bool 2 classes	sub_grade:C2 bool 2 classes	sub_grade:C3 bool 2 classes	sub_grade:C4 bool 2 classes	sub_grade:C5 bool 2 classes	sub_grade:D1 bool 2 classes	sub_grade:D2 bool 2 classes	sub_grade:D3 bool 2 classes	sub_grade:D4 bool 2 classes	sub_grade:D5 bool 2 classes	sub_grade:E1 bool 2 classes	sub_grade:E2 bool 2 classes	sub_grade:E3 bool 2 classes	sub_grade:E4 bool 2 classes	sub_grade:E5 bool 2 classes	sub_grade:F1 bool 2 classes	sub_grade:F2 bool 2 classes	sub_grade:F3 bool 2 classes	sub_grade:F4 bool 2 classes	sub_grade:F5 bool 2 classes	sub_grade:G1 bool 2 classes	sub_grade:G2 bool 2 classes	sub_grade:G3 bool 2 classes	sub_grade:G4 bool 2 classes	sub_grade:G5 bool 2 classes	home_ownership:MORTGAGE bool 2 classes	home_ownership:OWN bool 2 classes	home_ownership:RENT bool 2 classes	loan_status:Bad bool 2 classes	loan_status:Good bool 2 classes	purpose:car bool 2 classes	purpose:credit_card bool 2 classes	purpose:debt_consolidation bool 2 classes	purpose:home_improvement bool 2 classes	purpose:house bool 2 classes	purpose:major_purchase bool 2 classes	purpose:medical bool 2 classes	purpose:moving bool 2 classes	purpose:other bool 2 classes	purpose:renewable_energy bool 2 classes	purpose:small_business bool 2 classes	purpose:vacation bool 2 classes	purpose:wedding bool 2 classes	addr_state:AK bool 2 classes	addr_state:AL bool 2 classes	addr_state:AR bool 2 classes	addr_state:AZ bool 2 classes	addr_state:CA bool 2 classes	addr_state:CO bool 2 classes	addr_state:CT bool 2 classes	addr_state:DC bool 2 classes	addr_state:DE bool 2 classes	addr_state:FL bool 2 classes	addr_state:GA bool 2 classes	addr_state:HI bool 2 classes	addr_state:IL bool 2 classes	addr_state:KS bool 2 classes	addr_state:KY bool 2 classes	addr_state:LA bool 2 classes	addr_state:MA bool 2 classes	addr_state:MD bool 2 classes	addr_state:MI bool 2 classes	addr_state:MN bool 2 classes	addr_state:MO bool 2 classes	addr_state:MS bool 2 classes	addr_state:MT bool 2 classes	addr_state:NC bool 2 classes	addr_state:NH bool 2 classes	addr_state:NJ bool 2 classes	addr_state:NM bool 2 classes	addr_state:NV bool 2 classes	addr_state:NY bool 2 classes	addr_state:OH bool 2 classes	addr_state:OK bool 2 classes	addr_state:OR bool 2 classes	addr_state:PA bool 2 classes	addr_state:RI bool 2 classes	addr_state:SC bool 2 classes	addr_state:SD bool 2 classes	addr_state:TN bool 2 classes	addr_state:TX bool 2 classes	addr_state:UT bool 2 classes	addr_state:VA bool 2 classes	addr_state:VT bool 2 classes	addr_state:WA bool 2 classes	addr_state:WI bool 2 classes	addr_state:WV bool 2 classes	addr_state:WY bool 2 classes	good_bad int64 0 1	FICO Score float64 378 776
4,475	4,475	36 months	15.27	155.72	C	C4	Qualtek Manufacturing	3 years	RENT	43,680	Dec-11	Good	credit_card	CO	18.79	Dec-00	null	4,475	0	3	2000-12-01	207	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	619
12,000	12,000	36 months	12.42	400.99	B	B4	Newark Public Schools	5 years	RENT	50,700	Dec-11	Good	credit_card	NJ	22.49	Sep-03	null	12,000	0	5	2003-09-01	174	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	644
18,000	18,000	60 months	17.58	452.98	D	D4	null	null	MORTGAGE	60,000	Dec-11	Good	debt_consolidation	AL	21.96	Mar-03	75	18,000	0	0	2003-03-01	180	60	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	456
5,000	5,000	36 months	12.42	167.08	B	B4	The Newell Group	2 years	RENT	30,000	Dec-11	Bad	debt_consolidation	SC	23.84	Jun-01	null	587.51	0	2	2001-06-01	201	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	0	588
3,000	3,000	36 months	6.03	91.31	A	A1	Virginia Tech	5 years	RENT	50,000	Dec-11	Good	other	VA	5.5	Dec-03	null	3,000	0	5	2003-12-01	170	36	2011-12-01	73	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	1	626
12,000	12,000	36 months	9.91	386.7	B	B1	Shaws	10+ years	RENT	55,000	Dec-11	Bad	debt_consolidation	RI	13	Mar-98	null	4,244.34	444.88	10	1998-03-01	240	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	0	602
20,000	20,000	36 months	15.27	695.96	C	C4	State of Mass. DDS	10+ years	MORTGAGE	50,000	Dec-11	Good	other	MA	4.34	Nov-02	28	20,000	0	10	2002-11-01	184	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	570
10,000	10,000	36 months	13.49	339.31	C	C1	Patriot General	3 years	RENT	84,000	Dec-11	Good	debt_consolidation	CA	13.87	Feb-07	55	10,000	0	3	2007-02-01	132	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	628
15,000	15,000	36 months	12.42	501.23	B	B4	Jacobs Engineering	6 years	OWN	155,000	Dec-11	Good	debt_consolidation	GA	17.85	Mar-90	null	15,000	0	6	1990-03-01	338	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	666
12,000	12,000	36 months	7.9	375.49	A	A4	Agora, Inc.	< 1 year	MORTGAGE	62,000	Dec-11	Good	debt_consolidation	MD	8.71	Apr-02	null	12,000	0	0	2002-04-01	191	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	648
6,300	6,300	36 months	11.71	208.38	B	B3	Above the Title Ent.	2 years	RENT	30,000	Dec-11	Good	credit_card	NY	7.2	Oct-91	38	6,300	0	2	1991-10-01	319	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	642
35,000	23,150	60 months	17.27	578.71	D	D3	Fed Govt-Environmental Protection Agency	8 years	MORTGAGE	208,000	Dec-11	Good	debt_consolidation	MD	7.94	Feb-93	24	23,150	0	8	1993-02-01	302	60	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	591
8,250	8,250	60 months	15.96	200.45	C	C5	VW of Orchard Park	2 years	MORTGAGE	35,004	Dec-11	Good	home_improvement	NY	15.6	Nov-03	2	8,250	0	2	2003-11-01	171	60	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	556
10,000	10,000	36 months	11.71	330.76	B	B3	chevron station	5 years	RENT	32,000	Dec-11	Bad	credit_card	FL	21.83	Oct-01	null	1,186.67	308.22	5	2001-10-01	197	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	588
24,000	24,000	36 months	8.9	762.08	A	A5	Tech Data Corp	10+ years	MORTGAGE	116,400	Dec-11	Bad	car	FL	3.94	Dec-92	null	6,036.95	1,032.31	10	1992-12-01	304	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	703
14,400	14,400	36 months	12.69	483.05	B	B5	City of Mattoon	9 years	MORTGAGE	40,000	Dec-11	Good	debt_consolidation	IL	20.16	Jan-03	null	14,400	0	9	2003-01-01	182	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	609
6,000	6,000	36 months	14.65	206.97	C	C3	Jim Kearney- State Farm	7 years	RENT	34,000	Dec-11	Good	credit_card	MD	21.39	Oct-02	45	6,000	0	7	2002-10-01	185	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	648
22,000	22,000	36 months	15.96	773.03	C	C5	Walgreen Co	5 years	MORTGAGE	73,000	Dec-11	Good	debt_consolidation	IL	22.47	Jan-95	30	22,000	0	5	1995-01-01	279	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	636
12,000	12,000	36 months	11.71	396.92	B	B3	Firestone Complete Auto Care	10+ years	RENT	57,200	Dec-11	Bad	debt_consolidation	MA	16.36	May-00	null	2,613.54	0	10	2000-05-01	214	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	597
16,000	16,000	36 months	16.77	568.62	D	D2	Black and Veatch	< 1 year	MORTGAGE	114,000	Dec-11	Good	debt_consolidation	MO	17.2	Jul-98	null	16,000	0	0	1998-07-01	236	36	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	605
10,000	10,000	36 months	10.65	325.74	B	B2	giorgio armani	10+ years	MORTGAGE	90,000	Dec-11	Good	debt_consolidation	NY	11.16	May-00	null	10,000	0	10	2000-05-01	214	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	637
10,000	10,000	36 months	12.69	335.45	B	B5	Grey Goose Restaurant	2 years	RENT	35,000	Dec-11	Bad	debt_consolidation	KY	12.03	Apr-00	null	5,358.77	660.29	2	2000-04-01	215	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	609
3,500	3,500	36 months	13.49	118.76	C	C1	cardinal logistics	7 years	RENT	56,000	Dec-11	Good	debt_consolidation	FL	10.35	Jul-89	47	3,500	0	7	1989-07-01	346	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	590
9,600	9,600	36 months	9.91	309.36	B	B1	Regal Cinemas	5 years	RENT	35,000	Dec-11	Good	debt_consolidation	NC	16.49	Dec-96	null	9,600	0	5	1996-12-01	256	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	617
9,875	9,875	36 months	7.9	309	A	A4	Areres Bais Yaakov	10+ years	MORTGAGE	40,000	Dec-11	Good	debt_consolidation	NY	24.03	Jun-02	null	9,875	0	10	2002-06-01	189	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	624
21,500	16,975	60 months	17.58	427.19	D	D4	US Army Corps of Engineers	2 years	OWN	59,000	Dec-11	Good	debt_consolidation	MO	22.86	May-90	75	16,975	0	2	1990-05-01	336	60	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	518
4,800	4,800	36 months	7.9	150.2	A	A4	United States Air Force	6 years	RENT	48,000	Dec-11	Good	debt_consolidation	FL	13	Feb-06	null	4,800	0	6	2006-02-01	144	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	660
7,800	7,800	36 months	6.03	237.4	A	A1	Placer County	10+ years	OWN	85,000	Dec-11	Good	major_purchase	NV	0.78	Jul-94	null	7,800	0	10	1994-07-01	285	36	2011-12-01	73	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	692
20,000	20,000	36 months	14.27	686.18	C	C2	Total Document Solutions Inc.	10+ years	MORTGAGE	70,000	Dec-11	Good	credit_card	TX	6.21	Sep-01	null	20,000	0	10	2001-09-01	198	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	661
9,750	9,750	36 months	7.51	303.34	A	A3	Grand Wailea	4 years	RENT	35,000	Dec-11	Bad	debt_consolidation	HI	29.04	Sep-96	null	4,327.31	0	4	1996-09-01	259	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	628
18,000	15,050	60 months	15.96	365.67	C	C5	State of NC ITS	6 years	MORTGAGE	91,000	Dec-11	Good	credit_card	VA	23.41	Mar-84	null	15,050	0	6	1984-03-01	411	60	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	1	586
5,000	5,000	36 months	6.03	152.18	A	A1	m.s.c.z. inc earthwize recycling	9 years	MORTGAGE	30,000	Dec-11	Good	other	CA	16.48	Jun-00	null	5,000	0	9	2000-06-01	213	36	2011-12-01	73	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	598
9,000	9,000	36 months	14.65	310.45	C	C3	st catherine of siena	4 years	RENT	45,000	Dec-11	Good	debt_consolidation	NY	17.01	Nov-95	20	9,000	0	4	1995-11-01	269	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	608
7,200	7,200	36 months	7.9	225.29	A	A4	Medivantix Technologies	1 year	RENT	55,000	Dec-11	Good	debt_consolidation	FL	11.98	May-06	null	7,200	0	1	2006-05-01	141	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	653
25,000	25,000	60 months	19.42	654.31	E	E3	San Francisco Public Library	10+ years	RENT	60,000	Dec-11	Bad	credit_card	CA	20.04	Aug-00	null	11,624.71	3,842.06	10	2000-08-01	211	60	2011-12-01	73	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	501
25,000	25,000	36 months	15.27	869.95	C	C4	Chaffey Joint Union High School District	8 years	OWN	82,000	Dec-11	Good	debt_consolidation	CA	18.5	Sep-02	null	25,000	0	8	2002-09-01	186	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	618
10,000	10,000	36 months	15.96	351.38	C	C5	postal service	10+ years	RENT	53,000	Dec-11	Good	debt_consolidation	CA	13.09	Nov-99	null	10,000	0	10	1999-11-01	220	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	587
8,875	8,875	36 months	12.69	297.72	B	B5	wells fargo	5 years	MORTGAGE	35,360	Dec-11	Bad	debt_consolidation	PA	23.11	Sep-05	null	1,251.86	266.46	5	2005-09-01	149	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	0	595
15,550	15,550	36 months	11.71	514.34	B	B3	U.S. Postal Service	10+ years	RENT	54,000	Dec-11	Good	debt_consolidation	FL	23.36	Jul-98	null	15,550	0	10	1998-07-01	236	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	608
7,500	7,500	36 months	12.69	251.59	B	B5	AMS Design Inc.	5 years	RENT	65,000	Dec-11	Good	credit_card	CA	4.41	Mar-07	null	7,500	0	5	2007-03-01	131	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	662
8,875	8,875	36 months	8.9	281.81	A	A5	Morongo Band of Mission Indians	6 years	OWN	28,800	Dec-11	Good	debt_consolidation	CA	24.29	Sep-98	null	8,875	0	6	1998-09-01	234	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	629
4,500	4,500	36 months	17.27	161.05	D	D3	Ohio Attorney General	1 year	RENT	42,000	Dec-11	Good	credit_card	OH	4.34	Mar-08	null	4,500	0	1	2008-03-01	119	36	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	595
5,800	5,800	36 months	12.42	193.81	B	B4	Mish Mash Inc	3 years	RENT	36,000	Dec-11	Good	debt_consolidation	TX	21.67	Nov-00	38	5,800	0	3	2000-11-01	208	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	656
10,000	10,000	36 months	11.71	330.76	B	B3	Simms metal management	2 years	RENT	40,000	Dec-11	Good	debt_consolidation	NJ	22.26	Aug-98	70	10,000	0	2	1998-08-01	235	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	589
10,000	10,000	36 months	9.91	322.25	B	B1	Halperin Lyman LLC	4 years	RENT	50,000	Dec-11	Good	credit_card	GA	19.06	Apr-94	69	10,000	0	4	1994-04-01	288	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	619
14,000	14,000	36 months	11.71	463.07	B	B3	Thomas Wirig Doll	1 year	RENT	52,000	Dec-11	Good	credit_card	CA	12.97	Jan-05	null	14,000	0	1	2005-01-01	157	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	645
12,000	12,000	36 months	8.9	381.04	A	A5	Sterling Savings Bank	3 years	RENT	32,000	Dec-11	Bad	debt_consolidation	OR	6.75	Nov-05	null	6,603.89	745.46	3	2005-11-01	147	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	0	644
24,000	24,000	36 months	7.9	750.97	A	A4	Carrollton School	6 years	OWN	75,000	Dec-11	Good	debt_consolidation	FL	10.58	Jul-86	null	24,000	0	6	1986-07-01	383	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	675
14,000	14,000	36 months	14.27	480.33	C	C2	Swiss Re Holding Corporation of America	< 1 year	RENT	80,000	Dec-11	Good	credit_card	NY	3.3	Dec-05	35	14,000	0	0	2005-12-01	146	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	667
12,000	12,000	36 months	8.9	381.04	A	A5	Arizona Department of Economic Security	7 years	MORTGAGE	40,246	Dec-11	Good	credit_card	AZ	17.08	Aug-99	null	12,000	0	7	1999-08-01	223	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	700
15,000	15,000	60 months	12.69	338.93	B	B5	Pkm Panel Systems Corp.	3 years	OWN	30,000	Dec-11	Bad	debt_consolidation	NJ	24.76	Jun-04	null	4,881.73	1,434.48	3	2004-06-01	164	60	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	555
8,050	8,050	36 months	12.69	270.04	B	B5	PBM&M	1 year	RENT	36,000	Dec-11	Bad	debt_consolidation	WA	14.8	May-07	null	748.57	254.92	1	2007-05-01	129	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	0	576
5,600	5,600	36 months	10.65	182.42	B	B2	ECR Inc	6 years	RENT	60,000	Dec-11	Good	debt_consolidation	CA	16.36	Apr-99	4	5,600	0	6	1999-04-01	227	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	639
7,500	7,500	36 months	9.91	241.69	B	B1	TechMD	3 years	RENT	31,200	Dec-11	Good	credit_card	CA	12.35	Oct-05	null	7,500	0	3	2005-10-01	148	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	632
7,000	7,000	36 months	11.71	231.54	B	B3	sysco eastern maryland	10+ years	RENT	90,000	Dec-11	Good	credit_card	MD	12.19	Aug-98	null	7,000	0	10	1998-08-01	235	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	662
5,400	5,400	36 months	7.9	168.97	A	A4	Columbia Daily Tribune	4 years	RENT	40,000	Dec-11	Good	debt_consolidation	MO	10.89	Jul-93	null	5,400	0	4	1993-07-01	297	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	636
16,000	16,000	36 months	12.42	534.65	B	B4	Dupont	1 year	RENT	90,000	Dec-11	Good	credit_card	PA	13.67	Oct-02	null	16,000	0	1	2002-10-01	185	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	1	633
35,000	27,575	60 months	12.42	619.26	B	B4	United States Air Force	9 years	MORTGAGE	105,000	Dec-11	Good	home_improvement	TX	16.53	Aug-90	43	27,575	0	9	1990-08-01	333	60	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	649
6,000	6,000	60 months	7.9	121.38	A	A4	Fidelity Investments	< 1 year	RENT	30,084	Dec-11	Bad	debt_consolidation	KY	1.68	Jul-94	null	2,298.98	526.45	0	1994-07-01	285	60	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	592
9,800	9,800	36 months	16.29	345.95	D	D1	Gladding & Michel Inc.	4 years	RENT	67,000	Dec-11	Good	credit_card	CA	21.01	May-92	39	9,800	0	4	1992-05-01	312	36	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	630
5,000	5,000	36 months	6.62	153.52	A	A2	STRAIGHT LINE LOGISTICS	1 year	RENT	276,000	Dec-11	Good	debt_consolidation	FL	1.82	Jun-04	null	5,000	0	1	2004-06-01	164	36	2011-12-01	73	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	746
9,900	9,900	36 months	11.71	327.46	B	B3	Smartsips LLC	6 years	RENT	26,400	Dec-11	Good	debt_consolidation	OH	14.09	Apr-94	null	9,900	0	6	1994-04-01	288	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	585
4,000	4,000	36 months	11.71	132.31	B	B3	null	null	RENT	24,000	Dec-11	Good	home_improvement	FL	7.5	Feb-05	16	4,000	0	0	2005-02-01	156	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	622
15,000	15,000	36 months	11.71	496.14	B	B3	Santa Rosa County School Board	3 years	MORTGAGE	68,400	Dec-11	Good	debt_consolidation	FL	5.7	Jul-00	null	15,000	0	3	2000-07-01	212	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	656
6,250	6,250	36 months	15.96	219.61	C	C5	Multiband	1 year	RENT	29,120	Dec-11	Good	debt_consolidation	WI	20.85	Dec-99	null	6,250	0	1	1999-12-01	219	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	1	576
6,400	6,400	36 months	16.29	225.93	D	D1	Multiband	< 1 year	RENT	29,120	Dec-11	Good	debt_consolidation	WI	17.97	Jun-01	null	6,400	0	0	2001-06-01	201	36	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	1	512
8,850	8,850	60 months	13.49	203.6	C	C1	Clark County SChool District	10+ years	MORTGAGE	89,122	Dec-11	Good	major_purchase	NV	7.67	Nov-95	33	8,850	0	10	1995-11-01	269	60	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	582
12,000	12,000	36 months	15.27	417.58	C	C4	Lifecell	4 years	MORTGAGE	54,000	Dec-11	Good	debt_consolidation	NJ	17.07	Oct-91	56	12,000	0	4	1991-10-01	319	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	622
15,000	15,000	36 months	8.9	476.3	A	A5	Arkansas Highway & Transportation	5 years	MORTGAGE	30,000	Dec-11	Good	debt_consolidation	AR	6.48	Sep-00	null	15,000	0	5	2000-09-01	210	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	640
6,500	6,500	36 months	14.27	223.01	C	C2	Rudy's Barbershop	4 years	MORTGAGE	30,000	Dec-11	Good	credit_card	WA	10.12	Mar-03	48	6,500	0	4	2003-03-01	180	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	1	576
8,000	8,000	36 months	15.96	281.1	C	C5	st. raphael's hospital	10+ years	RENT	50,000	Dec-11	Good	credit_card	CT	16.34	May-99	21	8,000	0	10	1999-05-01	226	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	633
15,000	15,000	36 months	14.65	517.42	C	C3	U.S Coast Guard	10+ years	MORTGAGE	100,500	Dec-11	Good	credit_card	NJ	14.56	May-02	null	15,000	0	10	2002-05-01	190	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	670
10,200	10,200	36 months	14.27	349.96	C	C2	Hopland Shokawah Casino	3 years	RENT	40,000	Dec-11	Good	debt_consolidation	CA	16.53	Jan-07	null	10,200	0	3	2007-01-01	133	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	568
9,000	9,000	36 months	12.42	300.74	B	B4	Central Florida Testing Laboratories	5 years	MORTGAGE	47,000	Dec-11	Good	credit_card	FL	19.1	May-94	46	9,000	0	5	1994-05-01	287	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	639
6,500	6,500	36 months	16.29	229.46	D	D1	DEI Services Corp a Kratos Co	3 years	MORTGAGE	68,000	Dec-11	Good	debt_consolidation	FL	21.85	May-96	null	6,500	0	3	1996-05-01	263	36	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	553
23,000	23,000	60 months	21.28	625.86	F	F2	Department of Defense	8 years	MORTGAGE	95,000	Dec-11	Good	debt_consolidation	MI	8.94	Jul-01	null	23,000	0	8	2001-07-01	200	60	2011-12-01	73	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	489
2,000	2,000	36 months	7.9	62.59	A	A4	Jpmorgan Chase	4 years	RENT	39,600	Dec-11	Good	credit_card	CA	5.09	Oct-98	null	2,000	0	4	1998-10-01	233	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	664
8,000	8,000	36 months	13.49	271.45	C	C1	The Home Depot	3 years	OWN	30,000	Dec-11	Good	debt_consolidation	CA	14.48	Dec-02	null	8,000	0	3	2002-12-01	183	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	571
8,875	8,875	36 months	7.51	276.11	A	A3	Duro Bag	1 year	RENT	30,000	Dec-11	Good	debt_consolidation	KY	28.4	May-83	null	8,875	0	1	1983-05-01	421	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	619
1,500	1,500	36 months	18.64	54.72	E	E1	Willowood Care Center	< 1 year	RENT	17,000	Dec-11	Bad	other	OH	4.59	Sep-07	null	300.67	68.75	0	2007-09-01	125	36	2011-12-01	73	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	526
8,000	8,000	36 months	12.42	267.33	B	B4	reading site	3 years	RENT	42,000	Dec-11	Good	debt_consolidation	PA	20.26	Sep-02	null	8,000	0	3	2002-09-01	186	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	1	601
20,000	16,925	60 months	14.65	399.55	C	C3	Macy's	10+ years	RENT	75,000	Dec-11	Bad	debt_consolidation	CA	16.51	Nov-95	null	1,819.26	0	10	1995-11-01	269	60	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	535
6,500	6,500	36 months	11.71	215	B	B3	David Dussault Plumbing&Heating	4 years	RENT	42,000	Dec-11	Good	credit_card	MA	6.26	Jan-07	null	6,500	0	4	2007-01-01	133	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	648
9,600	9,600	36 months	13.49	325.74	C	C1	Finch Paper	3 years	MORTGAGE	27,000	Dec-11	Good	debt_consolidation	NY	10.22	Dec-01	null	9,600	0	3	2001-12-01	195	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	548
10,000	10,000	36 months	7.9	312.91	A	A4	Seattle Cancer Care Alliance	5 years	MORTGAGE	46,000	Dec-11	Good	home_improvement	WA	10.46	Dec-01	null	10,000	0	5	2001-12-01	195	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	1	636
15,000	15,000	36 months	12.42	501.23	B	B4	WWTS	10+ years	MORTGAGE	80,000	Dec-11	Good	debt_consolidation	NC	5.61	Nov-00	null	15,000	0	10	2000-11-01	208	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	648
9,000	9,000	36 months	6.62	276.34	A	A2	Qualcomm	3 years	MORTGAGE	45,000	Dec-11	Good	debt_consolidation	CA	22.05	Jan-97	null	9,000	0	3	1997-01-01	255	36	2011-12-01	73	true	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	623
10,000	10,000	36 months	7.9	312.91	A	A4	CITCO Fund Services	2 years	RENT	72,500	Dec-11	Good	credit_card	NY	27.92	May-00	null	10,000	0	2	2000-05-01	214	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	686
1,000	1,000	36 months	14.65	34.5	C	C3	null	null	RENT	18,408	Dec-11	Bad	major_purchase	NJ	6	Apr-93	null	22.24	56.89	0	1993-04-01	300	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	604
14,000	14,000	36 months	7.9	438.07	A	A4	Mineral Wells ISD	2 years	RENT	30,000	Dec-11	Good	debt_consolidation	TX	15.2	Aug-00	null	14,000	0	2	2000-08-01	211	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	651
8,500	8,500	36 months	14.27	291.63	C	C2	Costco Pharmacy	9 years	RENT	50,000	Dec-11	Bad	debt_consolidation	PA	8.5	Nov-04	null	1,378.65	408.75	9	2004-11-01	159	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	0	585
15,000	15,000	60 months	19.03	389.36	E	E2	JP Morgan Chase	9 years	RENT	75,000	Dec-11	Good	debt_consolidation	FL	2.82	Aug-93	null	15,000	0	9	1993-08-01	296	60	2011-12-01	73	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	538
4,500	4,500	36 months	15.96	158.12	C	C5	M and T Bank	5 years	MORTGAGE	65,000	Dec-11	Good	other	NY	14.66	Aug-02	null	4,500	0	5	2002-08-01	187	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	589
3,000	3,000	36 months	7.51	93.34	A	A3	northstar fire protection	10+ years	MORTGAGE	65,000	Dec-11	Good	major_purchase	TX	27.91	Jan-98	null	3,000	0	10	1998-01-01	242	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	692
10,000	10,000	36 months	9.91	322.25	B	B1	Borgata Hotel and casino	4 years	MORTGAGE	120,000	Dec-11	Good	home_improvement	NJ	7.98	May-97	null	10,000	0	4	1997-05-01	251	36	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	688
21,250	21,250	60 months	16.77	525.5	D	D2	paradise locker meats	5 years	MORTGAGE	42,500	Dec-11	Good	debt_consolidation	MO	19.93	Sep-02	null	21,250	0	5	2002-09-01	186	60	2011-12-01	73	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	519
33,425	20,675	60 months	13.49	475.63	C	C1	Travelers insurance	2 years	MORTGAGE	75,000	Dec-11	Bad	debt_consolidation	NY	25.71	Jul-78	null	13,371.26	10.66	2	1978-07-01	480	60	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	538
7,200	7,200	36 months	15.27	250.55	C	C4	Department of Veterans Affairs	4 years	RENT	54,990	Dec-11	Good	debt_consolidation	TX	20.95	Oct-01	81	7,200	0	4	2001-10-01	197	36	2011-12-01	73	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	636
18,000	18,000	60 months	11.71	397.77	B	B3	Di-Matrix	< 1 year	RENT	40,000	Dec-11	Bad	debt_consolidation	AZ	18.18	Dec-99	null	5,690.48	1,711.17	0	1999-12-01	219	60	2011-12-01	73	false	true	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	true	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	541
23,000	23,000	36 months	7.9	719.68	A	A4	Providence Health Network	2 years	MORTGAGE	137,000	Dec-11	Good	debt_consolidation	TX	8.13	Nov-91	null	23,000	0	2	1991-11-01	318	36	2011-12-01	73	true	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	true	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	715