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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
24,000	24,000	60 months	14.79	568.32	C	C4	Ogilvy CommonHealth	3 years	MORTGAGE	72,000	Sep-11	Good	home_improvement	NJ	4.82	Aug-99	null	24,000	0	3	1999-08-01	223	60	2011-09-01	76	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	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	592
8,000	8,000	36 months	15.99	281.22	D	D2	Northrop Grumman Corporation	10+ years	RENT	143,400	Sep-11	Good	debt_consolidation	FL	16.69	Jul-80	23	8,000	0	10	1980-07-01	456	36	2011-09-01	76	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	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	628
9,600	9,600	36 months	11.49	316.53	B	B4	Desert Springs Hospital	2 years	MORTGAGE	126,000	Sep-11	Good	wedding	NV	17.18	Feb-96	3	9,600	0	2	1996-02-01	266	36	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	670
9,000	9,000	36 months	9.99	290.37	B	B1	Bank of America	10+ years	MORTGAGE	51,000	Sep-11	Good	debt_consolidation	MD	2.59	Jan-90	35	9,000	0	10	1990-01-01	340	36	2011-09-01	76	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	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	673
8,000	8,000	36 months	5.42	241.28	A	A1	Livenation Entertainment	5 years	MORTGAGE	90,000	Sep-11	Good	debt_consolidation	CA	21.08	Jan-00	null	8,000	0	5	2000-01-01	218	36	2011-09-01	76	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	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	689
9,000	9,000	36 months	10.59	292.91	B	B2	Lewis & Clark Montessori Charter School	2 years	RENT	72,500	Sep-11	Good	debt_consolidation	OR	14.05	Jul-93	null	9,000	0	2	1993-07-01	297	36	2011-09-01	76	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	false	false	false	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	1	623
20,000	20,000	36 months	6.99	617.46	A	A3	Gospel Ministries Center	10+ years	MORTGAGE	60,000	Sep-11	Good	credit_card	CO	8.8	May-96	null	20,000	0	10	1996-05-01	263	36	2011-09-01	76	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	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	672
14,000	14,000	36 months	11.49	461.6	B	B4	Booz Allen Hamilton	1 year	RENT	76,500	Sep-11	Good	debt_consolidation	VA	12.45	Jan-02	66	14,000	0	1	2002-01-01	194	36	2011-09-01	76	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	false	false	true	false	false	false	false	false	1	626
1,000	1,000	36 months	15.23	34.78	C	C5	desert sands unified school district	2 years	MORTGAGE	72,000	Sep-11	Good	home_improvement	CA	16.55	Jul-76	11	1,000	0	2	1976-07-01	504	36	2011-09-01	76	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	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	622
6,000	6,000	36 months	11.49	197.83	B	B4	Thompson Suburban Dental Lab	1 year	OWN	35,000	Sep-11	Bad	moving	MD	22.35	Oct-00	16	5,743.1	40.91	1	2000-10-01	209	36	2011-09-01	76	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	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	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	0	568
3,700	3,700	36 months	5.99	112.55	A	A2	Qscend Technologies, Inc.	2 years	MORTGAGE	70,000	Sep-11	Good	other	CT	15.14	Dec-99	null	3,700	0	2	1999-12-01	219	36	2011-09-01	76	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	false	false	false	false	false	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	false	false	false	false	false	false	false	1	654
35,000	23,675	60 months	10.99	514.64	B	B3	Flow Control Technology Co.	2 years	MORTGAGE	90,000	Sep-11	Good	small_business	FL	0.87	Feb-91	null	23,675.01	0	2	1991-02-01	327	60	2011-09-01	76	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	false	false	false	false	false	false	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	1	559
6,500	6,500	36 months	10.99	212.78	B	B3	HERVE LEGER BY MAX AZRIA	1 year	MORTGAGE	55,000	Sep-11	Good	home_improvement	CA	12	Jul-01	null	6,500	0	1	2001-07-01	200	36	2011-09-01	76	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	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	1	628
4,000	4,000	36 months	5.42	120.64	A	A1	Isagenix International	1 year	RENT	65,000	Sep-11	Good	major_purchase	AZ	6.81	Jan-96	null	4,000	0	1	1996-01-01	267	36	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	1	704
1,325	1,325	36 months	14.79	45.8	C	C4	EmblemHealth	5 years	RENT	51,500	Sep-11	Good	debt_consolidation	NY	16.15	Feb-98	null	1,325	0	5	1998-02-01	241	36	2011-09-01	76	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	588
15,000	15,000	36 months	11.49	494.57	B	B4	null	null	MORTGAGE	109,000	Sep-11	Good	house	CA	22.41	Oct-79	23	15,000	0	0	1979-10-01	465	36	2011-09-01	76	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	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	1	619
3,200	3,200	36 months	5.42	96.52	A	A1	Bank of America	10+ years	MORTGAGE	63,996	Sep-11	Good	car	DE	6.51	Sep-87	null	3,200	0	10	1987-09-01	368	36	2011-09-01	76	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	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	false	1	660
19,000	19,000	36 months	13.49	644.68	C	C2	Mills College	10+ years	MORTGAGE	115,000	Sep-11	Good	debt_consolidation	CA	6.62	Sep-82	71	19,000	0	10	1982-09-01	429	36	2011-09-01	76	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	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	632
20,000	20,000	60 months	9.99	424.85	B	B1	Treatment Solutions Network	2 years	MORTGAGE	87,500	Sep-11	Good	debt_consolidation	FL	14.21	Sep-77	null	20,000	0	2	1977-09-01	490	60	2011-09-01	76	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	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	573
2,200	2,200	36 months	11.49	72.54	B	B4	Securitas Security Services USA, Inc.	10+ years	MORTGAGE	50,123	Sep-11	Good	credit_card	TX	22.29	Oct-98	null	2,200	0	10	1998-10-01	233	36	2011-09-01	76	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	false	false	false	false	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	634
21,750	15,800	60 months	18.79	408.04	E	E3	Wells Fargo	2 years	MORTGAGE	47,000	Sep-11	Good	small_business	TX	17	Aug-99	null	15,800	0	2	1999-08-01	223	60	2011-09-01	76	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	true	false	false	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	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	485
8,000	8,000	36 months	6.99	246.99	A	A3	Raydon	< 1 year	MORTGAGE	93,000	Sep-11	Good	credit_card	FL	13.47	Sep-93	null	8,000	0	0	1993-09-01	295	36	2011-09-01	76	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	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	696
15,000	15,000	36 months	8.49	473.45	A	A5	null	null	RENT	47,000	Sep-11	Good	credit_card	CA	22.16	Dec-00	null	15,000	0	0	2000-12-01	207	36	2011-09-01	76	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	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	615
35,000	23,375	60 months	12.99	531.74	C	C1	Commvault Software	4 years	MORTGAGE	155,000	Sep-11	Good	debt_consolidation	GA	18.84	Aug-93	null	23,375	0	4	1993-08-01	296	60	2011-09-01	76	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	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	576
11,000	11,000	36 months	5.42	331.76	A	A1	M&I Bank	10+ years	MORTGAGE	105,000	Sep-11	Good	car	WI	6.47	Aug-94	null	11,000	0	10	1994-08-01	284	36	2011-09-01	76	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	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	false	false	true	false	false	1	704
16,800	16,800	60 months	11.99	373.63	B	B5	CADENCE PHARMACEUTICALS	3 years	MORTGAGE	140,000	Sep-11	Good	debt_consolidation	CA	17.22	Nov-88	null	16,800	0	3	1988-11-01	354	60	2011-09-01	76	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	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	610
4,000	4,000	36 months	18.79	146.2	E	E3	Solution FFCP INC	3 years	RENT	72,000	Sep-11	Good	major_purchase	FL	8.02	Jul-08	null	4,000	0	3	2008-07-01	115	36	2011-09-01	76	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	false	true	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	false	false	false	false	false	false	false	false	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	567
5,200	5,200	36 months	15.23	180.85	C	C5	Wal-Mart Distribution	4 years	MORTGAGE	35,000	Sep-11	Good	debt_consolidation	AR	17.66	Jul-02	30	5,200	0	4	2002-07-01	188	36	2011-09-01	76	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	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	586
7,000	7,000	36 months	10.99	229.14	B	B3	Cracker Barrel	2 years	RENT	30,000	Sep-11	Bad	debt_consolidation	AL	6.2	Dec-06	null	2,255.87	286.04	2	2006-12-01	134	36	2011-09-01	76	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	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	0	612
13,000	13,000	36 months	15.99	456.98	D	D2	John J. Kirlin LLC	3 years	RENT	120,000	Sep-11	Bad	debt_consolidation	MD	24.8	Jan-04	47	4,323.15	514.8	3	2004-01-01	169	36	2011-09-01	76	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	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	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	0	638
20,000	20,000	36 months	11.99	664.2	B	B5	Los Angeles Unified School District	10+ years	OWN	58,000	Sep-11	Good	debt_consolidation	CA	6.54	Dec-95	44	20,000	0	10	1995-12-01	268	36	2011-09-01	76	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	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	667
10,500	10,500	60 months	18.39	268.87	E	E2	Sogeti	1 year	MORTGAGE	80,000	Sep-11	Good	medical	OH	2.96	Apr-00	null	10,500	0	1	2000-04-01	215	60	2011-09-01	76	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	true	false	false	false	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	false	false	false	false	false	false	false	false	false	false	false	false	false	1	505
19,425	19,425	36 months	11.99	645.1	B	B5	SEI	1 year	RENT	54,000	Sep-11	Good	debt_consolidation	WA	23.47	Dec-99	null	19,425	0	1	1999-12-01	219	36	2011-09-01	76	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	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	1	600
12,000	12,000	36 months	6.99	370.48	A	A3	Comcast	3 years	MORTGAGE	120,000	Sep-11	Bad	medical	WA	4.71	Mar-02	66	2,140.44	344.59	3	2002-03-01	192	36	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	true	false	false	false	0	674
7,000	7,000	36 months	5.42	211.12	A	A1	BNY Mellon	10+ years	MORTGAGE	93,000	Sep-11	Good	major_purchase	PA	19.19	Mar-97	null	7,000	0	10	1997-03-01	253	36	2011-09-01	76	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	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	1	701
4,200	4,200	36 months	5.42	126.68	A	A1	Lawrence School District	8 years	MORTGAGE	75,000	Sep-11	Good	home_improvement	NY	4.13	Nov-99	41	4,200	0	8	1999-11-01	220	36	2011-09-01	76	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	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	727
17,000	10,825	60 months	11.49	238.02	B	B4	Geotechnical Testing Services	10+ years	RENT	48,000	Sep-11	Good	debt_consolidation	UT	26.18	Oct-93	null	10,825	0	10	1993-10-01	294	60	2011-09-01	76	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	false	true	false	false	false	false	false	false	1	559
2,400	2,400	36 months	5.99	73.01	A	A2	american home	5 years	RENT	23,000	Sep-11	Good	debt_consolidation	NM	6.63	Aug-04	null	2,400	0	5	2004-08-01	162	36	2011-09-01	76	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	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	1	637
2,500	2,500	36 months	10.59	81.37	B	B2	WorldStrides	6 years	RENT	33,000	Sep-11	Good	debt_consolidation	VA	22.55	May-06	null	2,500	0	6	2006-05-01	141	36	2011-09-01	76	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	false	false	false	false	false	false	false	false	false	false	false	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	599
5,600	5,600	36 months	5.42	168.9	A	A1	Harland Clarke	10+ years	MORTGAGE	70,000	Sep-11	Good	credit_card	FL	18.69	Feb-79	null	5,600	0	10	1979-02-01	473	36	2011-09-01	76	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	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	668
30,000	19,325	60 months	11.49	424.92	B	B4	AnchorBank	2 years	MORTGAGE	159,996	Sep-11	Bad	debt_consolidation	WI	18.59	Sep-90	null	5,528.24	3,924.29	2	1990-09-01	332	60	2011-09-01	76	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	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	false	true	false	false	0	622
35,000	35,000	60 months	18.39	896.22	E	E2	null	null	MORTGAGE	80,000	Sep-11	Good	debt_consolidation	CA	14.23	Aug-75	null	35,000	0	0	1975-08-01	515	60	2011-09-01	76	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	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	489
14,400	14,400	60 months	19.29	375.85	E	E4	Citigroup	6 years	OWN	150,000	Sep-11	Good	moving	NY	4.88	Oct-01	9	14,400	0	6	2001-10-01	197	60	2011-09-01	76	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	false	false	false	false	false	false	false	false	false	true	false	false	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	false	false	false	false	false	false	false	false	false	false	false	false	false	1	574
9,500	9,500	36 months	7.49	295.47	A	A4	Safeway	7 years	RENT	40,000	Sep-11	Good	other	VA	15.81	Aug-05	null	9,500	0	7	2005-08-01	150	36	2011-09-01	76	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	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	610
1,200	1,200	36 months	13.99	41.01	C	C3	First Centennial Title Company	9 years	RENT	36,000	Sep-11	Good	other	NV	24.6	Feb-88	13	1,200	0	9	1988-02-01	363	36	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	547
10,000	10,000	36 months	5.99	304.18	A	A2	Tuscany Eyewear	10+ years	RENT	84,000	Sep-11	Good	other	FL	17.17	Jan-94	null	10,000	0	10	1994-01-01	291	36	2011-09-01	76	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	false	false	false	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	1	611
5,650	5,650	36 months	5.42	170.41	A	A1	Harris County	10+ years	MORTGAGE	48,000	Sep-11	Good	car	TX	17.32	Dec-01	null	5,650	0	10	2001-12-01	195	36	2011-09-01	76	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	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	true	false	false	false	false	false	false	false	1	678
8,000	8,000	36 months	11.99	265.68	B	B5	Gallant & Wein	< 1 year	RENT	26,000	Sep-11	Good	debt_consolidation	NY	20.49	May-00	79	8,000	0	0	2000-05-01	214	36	2011-09-01	76	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	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	596
13,500	13,500	36 months	7.49	419.88	A	A4	Mount Sinai School of Medicine	1 year	RENT	64,402	Sep-11	Good	wedding	NY	20.85	Jul-04	null	13,500	0	1	2004-07-01	163	36	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	1	651
6,200	6,200	36 months	5.99	188.59	A	A2	estes	10+ years	MORTGAGE	76,800	Sep-11	Good	home_improvement	NC	5.52	Sep-97	null	6,200	0	10	1997-09-01	247	36	2011-09-01	76	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	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	false	false	1	699
24,000	24,000	36 months	5.99	730.02	A	A2	null	null	MORTGAGE	70,000	Sep-11	Good	house	LA	1.8	Apr-91	43	24,000	0	0	1991-04-01	325	36	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	667
5,000	5,000	36 months	6.99	154.37	A	A3	gc services	8 years	RENT	21,648	Sep-11	Good	debt_consolidation	TX	12.8	Jul-01	null	5,000	0	8	2001-07-01	200	36	2011-09-01	76	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	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	659
29,600	19,225	60 months	13.49	442.27	C	C2	null	null	OWN	56,948	Sep-11	Good	small_business	NC	15.47	Aug-95	null	19,225	0	0	1995-08-01	272	60	2011-09-01	76	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	true	false	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	490
16,800	16,800	36 months	11.99	557.93	B	B5	USPS	10+ years	MORTGAGE	60,000	Sep-11	Good	debt_consolidation	FL	23.02	Nov-01	null	16,800	0	10	2001-11-01	196	36	2011-09-01	76	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	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	613
5,000	5,000	36 months	10.59	162.73	B	B2	Architectural Concrete and Design	10+ years	MORTGAGE	65,000	Sep-11	Good	debt_consolidation	UT	7.66	Jan-99	19	5,000	0	10	1999-01-01	230	36	2011-09-01	76	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	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	1	688
20,000	20,000	60 months	11.99	444.79	B	B5	GCC-IBT	10+ years	MORTGAGE	65,000	Sep-11	Good	debt_consolidation	MD	10.1	Aug-91	null	20,000	0	10	1991-08-01	321	60	2011-09-01	76	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	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	561
5,000	5,000	36 months	10.59	162.73	B	B2	null	null	OWN	42,000	Sep-11	Good	credit_card	CA	8.69	Apr-00	null	5,000	0	0	2000-04-01	215	36	2011-09-01	76	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	true	false	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	619
14,400	14,400	36 months	12.99	485.13	C	C1	DHS/ICE	10+ years	MORTGAGE	117,600	Sep-11	Good	renewable_energy	TX	16.33	Aug-90	40	14,400	0	10	1990-08-01	333	36	2011-09-01	76	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	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	true	false	false	false	false	false	false	false	1	627
4,000	4,000	36 months	10.59	130.18	B	B2	fitch co	7 years	MORTGAGE	37,000	Sep-11	Good	debt_consolidation	MD	16.77	Jul-04	35	4,000	0	7	2004-07-01	163	36	2011-09-01	76	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	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	655
12,000	12,000	60 months	8.49	246.15	A	A5	Syracuse City School District	6 years	OWN	60,000	Sep-11	Good	debt_consolidation	NY	6.36	Jan-90	61	12,000	0	6	1990-01-01	340	60	2011-09-01	76	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	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	615
1,500	1,500	36 months	13.99	51.26	C	C3	Kimball Electronic of Tampa	7 years	RENT	40,000	Sep-11	Good	medical	FL	13.14	Aug-00	null	1,500	0	7	2000-08-01	211	36	2011-09-01	76	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	false	false	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	1	544
12,500	12,500	36 months	5.42	377	A	A1	Core-Create	2 years	RENT	182,500	Sep-11	Good	debt_consolidation	NJ	5.1	Apr-89	null	12,500	0	2	1989-04-01	349	36	2011-09-01	76	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	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	744
2,000	2,000	36 months	12.99	67.38	C	C1	state of ny department of law	10+ years	MORTGAGE	51,024	Sep-11	Good	medical	NY	15.5	Dec-00	null	2,000	0	10	2000-12-01	207	36	2011-09-01	76	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	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	1	557
20,000	20,000	60 months	16.49	491.59	D	D3	Jack Links	10+ years	MORTGAGE	58,500	Sep-11	Bad	debt_consolidation	SD	19.47	Dec-01	null	2,156.44	1,024.63	10	2001-12-01	195	60	2011-09-01	76	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	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	true	false	false	false	false	false	false	false	false	false	0	484
6,000	6,000	60 months	8.49	123.08	A	A5	MDVIP	4 years	MORTGAGE	33,996	Sep-11	Good	other	FL	16.94	Dec-00	null	6,000	0	4	2000-12-01	207	60	2011-09-01	76	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	false	false	false	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	1	540
12,600	12,600	60 months	11.99	280.22	B	B5	Brundage Bone Concrete pumping	6 years	RENT	54,000	Sep-11	Bad	debt_consolidation	CA	16.18	Sep-03	null	3,751.61	12.27	6	2003-09-01	174	60	2011-09-01	76	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	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	560
25,000	25,000	60 months	11.99	555.99	B	B5	Mendes & Mount LLP	10+ years	RENT	52,000	Sep-11	Good	debt_consolidation	NY	24.74	Feb-92	null	25,000	0	10	1992-02-01	314	60	2011-09-01	76	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	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	543
4,800	4,800	60 months	21.74	131.87	F	F5	united states navy	3 years	OWN	48,960	Sep-11	Bad	small_business	VA	6.37	Dec-07	16	90.2	273.04	3	2007-12-01	122	60	2011-09-01	76	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	false	false	false	true	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	true	false	false	false	false	false	0	452
10,000	10,000	36 months	11.49	329.72	B	B4	regal cinemas	4 years	OWN	38,400	Sep-11	Bad	credit_card	MD	16.44	Oct-06	null	1,931.42	462.47	4	2006-10-01	136	36	2011-09-01	76	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	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	false	0	652
3,000	3,000	36 months	12.99	101.07	C	C1	Emeritus Corp	3 years	RENT	19,200	Sep-11	Good	major_purchase	OK	10.81	Jun-05	null	3,000	0	3	2005-06-01	152	36	2011-09-01	76	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	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	1	620
2,500	2,500	60 months	12.99	56.87	C	C1	AIA Holdings	5 years	RENT	46,072	Sep-11	Bad	other	CA	13.21	Nov-95	null	59.51	0	5	1995-11-01	269	60	2011-09-01	76	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	true	false	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	0	500
21,000	21,000	36 months	10.99	687.42	B	B3	Javed Corporation	6 years	MORTGAGE	127,000	Sep-11	Good	credit_card	TX	12.4	Mar-02	null	21,000	0	6	2002-03-01	192	36	2011-09-01	76	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	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	735
15,000	15,000	60 months	17.49	376.76	D	D5	Los Angeles Fire Dept.	10+ years	MORTGAGE	120,000	Sep-11	Good	home_improvement	CA	22.54	Jul-82	30	15,000	0	10	1982-07-01	431	60	2011-09-01	76	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	true	false	false	false	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	1	556
20,000	20,000	36 months	10.99	654.68	B	B3	BNY Mellon	10+ years	RENT	51,996	Sep-11	Good	debt_consolidation	NY	13.62	May-91	null	20,000	0	10	1991-05-01	324	36	2011-09-01	76	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	610
16,000	16,000	36 months	11.99	531.36	B	B5	UPS	10+ years	MORTGAGE	69,600	Sep-11	Good	credit_card	CO	12.86	Oct-84	22	16,000	0	10	1984-10-01	404	36	2011-09-01	76	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	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	682
3,000	3,000	36 months	5.99	91.26	A	A2	null	null	OWN	16,620	Sep-11	Good	home_improvement	DE	3.97	Sep-65	null	3,000	0	0	2065-09-01	594	36	2011-09-01	76	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	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	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	1	662
30,000	30,000	36 months	11.49	989.14	B	B4	Office of the Federal Defender	3 years	MORTGAGE	120,000	Sep-11	Good	house	IL	5.22	Dec-96	13	30,000	0	3	1996-12-01	256	36	2011-09-01	76	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	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	1	685
18,000	13,475	60 months	10.59	290.24	B	B2	TeleSage	5 years	RENT	68,000	Sep-11	Good	major_purchase	NC	6.19	Jul-95	null	13,474.99	0	5	1995-07-01	273	60	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	604
14,300	14,300	60 months	16.49	351.49	D	D3	Spectal Consultants	1 year	RENT	85,000	Sep-11	Bad	house	MD	14.91	Oct-99	null	3,273.72	17.8	1	1999-10-01	221	60	2011-09-01	76	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	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	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	0	487
16,000	16,000	60 months	15.99	389.01	D	D2	Advent Financial	2 years	MORTGAGE	111,000	Sep-11	Good	debt_consolidation	KS	3.82	Oct-98	null	16,000	0	2	1998-10-01	233	60	2011-09-01	76	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	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	1	586
35,000	26,575	60 months	18.39	680.49	E	E2	Zurich NA	6 years	MORTGAGE	125,000	Sep-11	Good	debt_consolidation	GA	8.72	Apr-93	null	26,575	0	6	1993-04-01	300	60	2011-09-01	76	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	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	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	520
18,250	18,250	36 months	7.49	567.61	A	A4	SC Department of Health and Environmenat	6 years	MORTGAGE	37,000	Sep-11	Good	credit_card	SC	14.92	Nov-00	null	18,249.99	0	6	2000-11-01	208	36	2011-09-01	76	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	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	true	false	false	false	false	false	false	false	false	false	false	1	675
7,300	7,300	36 months	8.49	230.41	A	A5	null	10+ years	RENT	96,000	Sep-11	Good	small_business	IL	17.57	Oct-99	59	7,300	0	10	1999-10-01	221	36	2011-09-01	76	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	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	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	661
14,400	11,200	60 months	11.49	246.27	B	B4	ITC Formosa Plastics	3 years	RENT	45,000	Sep-11	Bad	credit_card	PA	16.69	Nov-94	36	6,487.65	656.34	3	1994-11-01	281	60	2011-09-01	76	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	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	0	589
1,400	1,400	36 months	5.99	42.59	A	A2	nj transit	4 years	MORTGAGE	92,000	Aug-11	Good	other	NJ	6.39	Oct-02	null	1,400	0	4	2002-10-01	185	36	2011-08-01	77	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	708
15,000	15,000	60 months	16.49	368.69	D	D3	materion brush	10+ years	MORTGAGE	66,000	Sep-11	Bad	debt_consolidation	MI	18	Sep-99	null	2,095.88	18.54	10	1999-09-01	222	60	2011-09-01	76	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	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	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	0	511
18,500	18,500	36 months	7.49	575.39	A	A4	Invesco	< 1 year	RENT	75,000	Sep-11	Good	debt_consolidation	IL	5.3	Sep-05	null	18,500	0	0	2005-09-01	149	36	2011-09-01	76	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	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	686
5,000	5,000	36 months	17.49	179.49	D	D5	jcpenney	5 years	OWN	42,000	Sep-11	Good	debt_consolidation	MI	4.46	Jun-99	1	5,000	0	5	1999-06-01	225	36	2011-09-01	76	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	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	617
32,000	27,000	60 months	13.49	621.13	C	C2	Friedkin Companies Inc.	3 years	MORTGAGE	120,000	Sep-11	Bad	credit_card	TX	17.25	Feb-93	null	4,046.95	6,650.36	3	1993-02-01	302	60	2011-09-01	76	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	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	true	false	false	false	false	false	false	false	0	613
28,000	20,225	60 months	11.99	449.8	B	B5	DACM Project Management	1 year	MORTGAGE	128,000	Sep-11	Good	credit_card	CA	16.04	Mar-88	16	20,225	0	1	1988-03-01	362	60	2011-09-01	76	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	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	646
22,250	22,250	36 months	23.22	863.85	G	G4	Cedars Sinai Medical Center	3 years	RENT	95,000	Sep-11	Good	debt_consolidation	CA	21.47	Sep-00	null	22,250	0	3	2000-09-01	210	36	2011-09-01	76	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	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
35,000	35,000	60 months	22.48	976.24	G	G2	Bechtel Corporation	8 years	MORTGAGE	110,000	Sep-11	Bad	small_business	TX	1.22	Nov-93	63	3,866.47	0	8	1993-11-01	293	60	2011-09-01	76	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	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	0	526
4,500	4,500	36 months	8.49	142.04	A	A5	Bender Helper Impact	5 years	RENT	60,000	Aug-11	Bad	major_purchase	NY	14.98	Jul-00	10	3,248.74	1,295.88	5	2000-07-01	212	36	2011-08-01	77	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	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	0	683
1,000	1,000	36 months	11.49	32.98	B	B4	Xerox Corp	10+ years	RENT	56,000	Sep-11	Good	debt_consolidation	CA	21.36	Mar-86	23	1,000	0	10	1986-03-01	387	36	2011-09-01	76	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	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	643
20,400	20,400	60 months	18.39	522.37	E	E2	null	7 years	RENT	61,173	Sep-11	Good	other	VA	3.63	Feb-99	null	20,400	0	7	1999-02-01	229	60	2011-09-01	76	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	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	492
35,000	24,375	60 months	10.99	529.86	B	B3	Ozark Electric Coop	10+ years	MORTGAGE	75,000	Sep-11	Good	credit_card	MO	13.65	Feb-96	null	24,375	0	10	1996-02-01	266	60	2011-09-01	76	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	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	615
21,500	21,500	36 months	16.89	765.36	D	D4	Ameriprise Financial	5 years	RENT	65,000	Sep-11	Bad	small_business	CA	9.18	Oct-02	null	13,278.29	0	5	2002-10-01	185	36	2011-09-01	76	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	true	true	false	false	false	false	false	false	false	false	false	false	false	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	false	false	false	false	0	525
9,200	9,200	60 months	13.99	214.03	C	C3	New York State Unified Court System	6 years	RENT	46,572	Sep-11	Good	debt_consolidation	NY	14.94	Jan-98	null	9,200	0	6	1998-01-01	242	60	2011-09-01	76	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	531
35,000	35,000	60 months	11.99	778.38	B	B5	AT&T	4 years	MORTGAGE	74,000	Sep-11	Good	debt_consolidation	TX	1.18	Oct-01	null	35,000	0	4	2001-10-01	197	60	2011-09-01	76	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	false	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	640
6,000	6,000	36 months	5.42	180.96	A	A1	TEST TECHNOLOGY, INC	4 years	RENT	24,000	Sep-11	Good	other	NJ	18.6	Aug-96	null	6,000	0	4	1996-08-01	260	36	2011-09-01	76	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	611