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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
6,500	6,500	36 months	9.91	209.47	B	B1	Colorado Dept. of Corrections	1 year	RENT	38,400	Sep-11	Good	other	CO	17.25	Jun-04	10	6,500	0	1	2004-06-01	164	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	false	false	true	false	true	false	false	false	false	false	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	1	605
20,000	20,000	36 months	18.64	729.49	E	E1	MLB.COM	8 years	RENT	105,000	Sep-11	Good	debt_consolidation	NY	4.72	Apr-00	null	20,000	0	8	2000-04-01	215	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	true	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	624
20,000	20,000	36 months	14.27	686.18	C	C2	Boston University	3 years	MORTGAGE	201,000	Sep-11	Good	debt_consolidation	NH	8.74	Aug-99	null	20,000	0	3	1999-08-01	223	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	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	1	660
7,000	7,000	36 months	7.9	219.04	A	A4	willow springs	3 years	MORTGAGE	65,000	Sep-11	Good	medical	NV	12.37	Jun-95	null	7,000	0	3	1995-06-01	274	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	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	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	631
13,750	13,750	36 months	11.71	454.8	B	B3	Christ The Rock Community Church	3 years	MORTGAGE	47,500	Sep-11	Good	debt_consolidation	FL	11.77	Oct-93	66	13,750	0	3	1993-10-01	294	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	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	618
5,000	5,000	36 months	15.96	175.69	C	C5	able engineering	10+ years	RENT	90,000	Sep-11	Good	debt_consolidation	CA	13.29	Jul-03	13	5,000	0	10	2003-07-01	176	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	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	619
14,000	14,000	60 months	12.69	316.33	B	B5	null	10+ years	OWN	66,841	Sep-11	Good	debt_consolidation	NM	14.34	Jan-88	null	14,000	0	10	1988-01-01	364	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	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	551
4,000	4,000	36 months	9.91	128.9	B	B1	US Postal Service	9 years	MORTGAGE	69,000	Sep-11	Good	car	AR	18.7	Nov-01	41	4,000	0	9	2001-11-01	196	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	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	false	1	674
17,000	17,000	36 months	6.03	517.41	A	A1	Conway Freight	5 years	MORTGAGE	61,147	Sep-11	Good	major_purchase	TX	6.3	Mar-97	null	17,000	0	5	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	false	false	false	false	false	true	false	false	false	false	false	false	false	1	726
10,625	10,625	60 months	14.27	248.72	C	C2	VSS Monitoring, Inc	6 years	MORTGAGE	167,000	Sep-11	Good	debt_consolidation	CA	14.45	Nov-96	null	10,625	0	6	1996-11-01	257	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	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	604
12,000	12,000	36 months	6.03	365.23	A	A1	USD 457 Russell Child Development Center	5 years	MORTGAGE	36,000	Sep-11	Good	debt_consolidation	KS	23.63	Oct-93	null	12,000	0	5	1993-10-01	294	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	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	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
9,600	9,600	36 months	14.27	329.37	C	C2	Hair Cuttery	4 years	RENT	24,000	Sep-11	Bad	debt_consolidation	IL	14.6	Jan-06	null	5,634.99	556.01	4	2006-01-01	145	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	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	true	false	false	false	false	false	false	false	false	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	580
12,000	12,000	36 months	9.91	386.7	B	B1	Robert Zachry Architect, Inc.	5 years	RENT	33,600	Sep-11	Good	debt_consolidation	NM	12.18	Jun-00	null	12,000	0	5	2000-06-01	213	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	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	597
12,000	12,000	36 months	6.62	368.45	A	A2	Wayzata Public Schools	6 years	MORTGAGE	55,000	Sep-11	Good	credit_card	MN	9.4	Jun-02	null	12,000	0	6	2002-06-01	189	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	true	false	false	false	false	false	false	false	false	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	1	660
2,000	2,000	36 months	7.9	62.59	A	A4	Dept of Veteraans Affairs	3 years	MORTGAGE	61,000	Sep-11	Good	other	NY	25.36	Mar-95	null	2,000	0	3	1995-03-01	277	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	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	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	628
18,400	18,400	60 months	19.42	481.57	E	E3	U.S Army	10+ years	MORTGAGE	88,800	Sep-11	Good	debt_consolidation	VA	22.53	May-98	null	18,400	0	10	1998-05-01	238	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	490
8,000	8,000	36 months	6.03	243.49	A	A1	Professional Grounds Management	5 years	MORTGAGE	41,000	Sep-11	Good	debt_consolidation	NC	7.84	Jan-02	null	8,000	0	5	2002-01-01	194	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	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	652
21,000	21,000	60 months	18.64	540.61	E	E1	Aetna, Inc	10+ years	MORTGAGE	200,000	Sep-11	Good	debt_consolidation	CT	10.59	Sep-94	60	21,000	0	10	1994-09-01	283	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	true	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	562
9,500	9,500	60 months	19.03	246.6	E	E2	Lazard	4 years	RENT	70,000	Sep-11	Good	wedding	NY	7.71	Aug-91	30	9,500	0	4	1991-08-01	321	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	false	false	false	false	true	false	false	false	false	false	false	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	467
26,000	26,000	36 months	15.96	913.57	C	C5	US Government Maxwell AFB, AL	1 year	MORTGAGE	78,000	Sep-11	Good	credit_card	AL	9.75	Mar-92	null	26,000	0	1	1992-03-01	314	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	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	false	1	603
5,000	5,000	36 months	6.62	153.52	A	A2	Pasco-Hernando Community College	10+ years	RENT	58,000	Sep-11	Good	debt_consolidation	FL	12.7	Oct-92	null	5,000	0	10	1992-10-01	306	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	true	false	false	false	false	false	false	false	false	false	false	false	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	634
28,000	28,000	60 months	10.65	603.92	B	B2	shamrock electric	10+ years	OWN	75,000	Sep-11	Good	home_improvement	IL	9.47	Dec-85	null	28,000	0	10	1985-12-01	390	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	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	true	false	false	false	false	false	false	false	false	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	580
9,600	9,600	36 months	10.65	312.71	B	B2	City of Redlands	7 years	RENT	60,000	Sep-11	Good	debt_consolidation	CA	22.28	Nov-98	25	9,600	0	7	1998-11-01	232	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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
10,400	10,400	60 months	17.58	261.73	D	D4	C3 BUSINESS SOLUTIONS INC.	10+ years	RENT	85,325	Sep-11	Bad	small_business	CA	8.93	Apr-01	64	0	466.98	10	2001-04-01	203	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	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	454
18,000	18,000	60 months	19.42	471.1	E	E3	Starwood Hotels & Resorts Worldwide Inc.	7 years	MORTGAGE	45,000	Sep-11	Bad	medical	CA	14.29	Sep-05	null	2,570.56	17.05	7	2005-09-01	149	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	true	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	false	false	0	484
5,000	5,000	36 months	6.03	152.18	A	A1	C&E Concrete,inc.	10+ years	MORTGAGE	41,784	Sep-11	Good	car	NM	18.72	Sep-79	null	5,000	0	10	1979-09-01	466	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	632
19,200	19,200	60 months	18.64	494.27	E	E1	Sony Electronics, Inc.	8 years	MORTGAGE	126,000	Sep-11	Good	debt_consolidation	CA	9.71	Nov-93	21	19,200	0	8	1993-11-01	293	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	true	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	555
30,000	30,000	36 months	17.58	1,078.27	D	D4	BOEING	10+ years	MORTGAGE	78,252	Sep-11	Good	debt_consolidation	WA	11.09	Aug-76	null	30,000	0	10	1976-08-01	503	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	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	false	false	false	true	false	false	false	1	561
7,200	7,200	36 months	8.9	228.63	A	A5	Resourcesoft Inc.	1 year	RENT	82,060.56	Sep-11	Good	wedding	MA	12.66	Jan-07	null	7,200	0	1	2007-01-01	133	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	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	1	612
15,000	15,000	36 months	6.03	456.54	A	A1	Rotem, Inc.	2 years	MORTGAGE	117,696	Sep-11	Good	home_improvement	NC	0.25	Jul-85	null	15,000	0	2	1985-07-01	395	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	737
10,200	10,200	36 months	7.9	319.17	A	A4	Riverside County Regional medical center	3 years	MORTGAGE	132,000	Sep-11	Good	home_improvement	CA	9.55	Oct-99	null	10,200	0	3	1999-10-01	221	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	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	701
6,350	6,350	36 months	7.51	197.56	A	A3	Johnson International	7 years	MORTGAGE	35,360	Sep-11	Good	other	WA	9.94	Aug-99	null	6,350	0	7	1999-08-01	223	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	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	586
13,000	13,000	36 months	7.9	406.78	A	A4	Kaiser Permanente Hospital	9 years	RENT	110,400	Sep-11	Good	debt_consolidation	CA	19.87	Dec-98	40	13,000	0	9	1998-12-01	231	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	720
4,000	4,000	36 months	10.65	130.3	B	B2	Wieland Automotive	7 years	RENT	30,996	Sep-11	Good	debt_consolidation	NY	5.88	Aug-04	null	4,000	0	7	2004-08-01	162	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	637
1,500	1,500	36 months	11.71	49.62	B	B3	Canyon Ranch	2 years	RENT	48,000	Sep-11	Good	other	FL	1.13	Sep-95	30	1,500	0	2	1995-09-01	271	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	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	625
28,000	28,000	36 months	9.91	902.3	B	B1	Advantage Testing	10+ years	RENT	88,000	Sep-11	Good	debt_consolidation	NY	13.27	Apr-98	null	28,000	0	10	1998-04-01	239	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	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	632
4,000	4,000	36 months	14.65	137.98	C	C3	priority nursing services	10+ years	RENT	45,000	Sep-11	Bad	other	NJ	17.73	Mar-97	39	1,454.26	0	10	1997-03-01	253	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	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	588
12,000	12,000	60 months	11.71	265.18	B	B3	RTI Biologics	10+ years	RENT	64,500	Sep-11	Good	moving	FL	15.11	Nov-98	27	12,000	0	10	1998-11-01	232	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	false	false	true	false	true	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	false	false	false	1	550
20,000	20,000	36 months	10.65	651.47	B	B2	NASA-Kennedy Space Center	10+ years	MORTGAGE	132,650	Sep-11	Good	home_improvement	FL	17.35	Jul-90	null	20,000	0	10	1990-07-01	334	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	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	668
6,350	6,350	36 months	7.51	197.56	A	A3	Merrill Lynch	2 years	MORTGAGE	61,260	Sep-11	Good	debt_consolidation	FL	25.78	Aug-96	null	6,350	0	2	1996-08-01	260	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	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	668
20,000	20,000	36 months	12.69	670.9	B	B5	Prospect Mortgage	9 years	RENT	100,000	Sep-11	Good	credit_card	CA	8.18	Dec-02	null	20,000	0	9	2002-12-01	183	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	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	665
10,000	10,000	60 months	17.58	251.66	D	D4	Verizon Wireless	10+ years	RENT	69,996	Sep-11	Good	debt_consolidation	NY	2.26	Oct-85	43	10,000	0	10	1985-10-01	392	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	true	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	554
9,100	9,100	36 months	12.42	304.08	B	B4	Marcus and Millichap	5 years	MORTGAGE	81,000	Sep-11	Good	debt_consolidation	AZ	16.89	Nov-99	null	9,100	0	5	1999-11-01	220	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	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	1	644
25,000	25,000	60 months	17.27	624.95	D	D3	Indigenous landscape systems	10+ years	MORTGAGE	95,000	Sep-11	Good	debt_consolidation	AZ	23.12	Nov-86	26	25,000	0	10	1986-11-01	378	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	false	true	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	1	574
9,200	9,200	36 months	12.42	307.43	B	B4	Memorial Hospital of Gardena	2 years	OWN	41,100	Sep-11	Good	debt_consolidation	CA	10.92	Jul-03	31	9,200	0	2	2003-07-01	176	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	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	641
17,000	17,000	36 months	11.71	562.3	B	B3	David Lerner Associates	4 years	RENT	70,000	Sep-11	Good	debt_consolidation	NY	17.97	Dec-83	71	17,000	0	4	1983-12-01	414	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	628
12,000	12,000	60 months	10.65	258.82	B	B2	Bank of Hampton Roads	4 years	RENT	46,800	Sep-11	Bad	home_improvement	VA	0.38	Nov-78	null	2,933.11	518.88	4	1978-11-01	476	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	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	false	false	false	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	577
15,000	15,000	36 months	12.42	501.23	B	B4	Commonwealth Of PA-DMVA	10+ years	RENT	77,000	Sep-11	Good	debt_consolidation	PA	5.52	Dec-97	null	15,000	0	10	1997-12-01	244	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	true	false	false	false	false	false	false	false	false	false	false	false	false	1	629
10,000	10,000	36 months	10.65	325.74	B	B2	null	null	MORTGAGE	36,588	Sep-11	Good	debt_consolidation	AZ	8.63	Feb-86	28	10,000	0	0	1986-02-01	388	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	603
17,000	17,000	36 months	7.9	531.94	A	A4	null	6 years	RENT	75,000	Sep-11	Good	small_business	NJ	6.43	Nov-95	null	17,000	0	6	1995-11-01	269	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	true	false	false	false	false	false	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	671
2,000	2,000	36 months	6.62	61.41	A	A2	Children's Rights	2 years	RENT	85,000	Sep-11	Good	debt_consolidation	NY	9.52	Sep-00	null	2,000	0	2	2000-09-01	210	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	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	651
16,000	16,000	60 months	14.27	374.54	C	C2	UCLA	9 years	OWN	58,112	Sep-11	Good	debt_consolidation	CA	13.17	Oct-96	null	16,000	0	9	1996-10-01	258	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	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	554
30,000	30,000	60 months	20.89	809.75	F	F1	Kessler & Collins, P.C.	10+ years	MORTGAGE	130,000	Sep-11	Good	small_business	TX	12.76	Apr-92	31	30,000.01	0	10	1992-04-01	312	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	true	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	502
29,700	29,700	60 months	12.69	671.07	B	B5	Frito Lay	10+ years	MORTGAGE	78,000	Sep-11	Bad	credit_card	SC	19.72	Dec-94	null	13,484.94	2,275.57	10	1994-12-01	280	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	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	true	false	false	false	false	false	false	false	false	false	false	0	585
8,400	8,400	36 months	6.03	255.66	A	A1	Alamo Drafthouse Cinemas	10+ years	MORTGAGE	50,000	Sep-11	Good	debt_consolidation	TX	7.54	Jun-88	null	8,400	0	10	1988-06-01	359	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	false	false	false	false	false	false	false	false	false	false	false	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	680
30,000	30,000	60 months	11.71	662.95	B	B3	Walgreens	10+ years	RENT	56,000	Sep-11	Bad	debt_consolidation	FL	13.5	Nov-88	null	21,348.99	0	10	1988-11-01	354	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	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	true	false	false	false	false	false	false	false	false	false	false	false	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	546
2,000	2,000	36 months	12.42	66.84	B	B4	Heartshare Human Services	7 years	RENT	30,225	Sep-11	Good	wedding	NY	1.99	May-01	3	2,000	0	7	2001-05-01	202	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	false	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	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	613
6,000	6,000	36 months	13.49	203.59	C	C1	Heartland Dental	< 1 year	MORTGAGE	24,000	Sep-11	Good	credit_card	MO	2	Feb-98	null	6,000	0	0	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	true	false	false	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	604
2,675	2,675	36 months	9.91	86.21	B	B1	Yonkers Public Schools	2 years	RENT	18,144	Sep-11	Good	credit_card	NY	12.17	Jan-04	null	2,675	0	2	2004-01-01	169	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	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	650
12,000	12,000	60 months	11.71	265.18	B	B3	verizon wireless	10+ years	MORTGAGE	40,809	Sep-11	Bad	other	FL	27.26	May-00	null	1,543.52	600.43	10	2000-05-01	214	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	true	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	false	false	false	false	false	false	false	false	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	520
10,000	10,000	36 months	10.65	325.74	B	B2	MDM Mechanical Services, Inc.	8 years	MORTGAGE	48,000	Sep-11	Good	debt_consolidation	NY	15.7	Sep-02	64	10,000	0	8	2002-09-01	186	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	639
3,400	3,400	36 months	7.51	105.78	A	A3	Blau & Associates, P.C.	< 1 year	RENT	24,290.4	Sep-11	Good	debt_consolidation	CA	7.71	Nov-05	38	3,400	0	0	2005-11-01	147	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	614
4,000	4,000	36 months	7.51	124.45	A	A3	Rural/Metro Ambulance	2 years	RENT	30,000	Sep-11	Good	wedding	AZ	22.52	Aug-01	null	4,000	0	2	2001-08-01	199	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	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	false	false	false	false	false	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
2,000	2,000	36 months	9.91	64.45	B	B1	Life Services Alternatives / Momentum	2 years	RENT	60,000	Sep-11	Good	other	CA	20.28	Jul-02	null	2,000	0	2	2002-07-01	188	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	false	false	true	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	588
12,800	12,800	60 months	8.9	265.09	A	A5	Crayola	10+ years	RENT	42,000	Sep-11	Good	wedding	PA	6.71	Apr-89	null	12,800	0	10	1989-04-01	349	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	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	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	1	547
12,000	12,000	36 months	14.27	411.71	C	C2	Ramquest	< 1 year	MORTGAGE	85,000	Sep-11	Good	home_improvement	TX	8.15	Nov-98	19	12,000	0	0	1998-11-01	232	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	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	625
35,000	35,000	60 months	11.49	769.57	B	B4	PEPSI	4 years	RENT	84,012	Sep-11	Good	debt_consolidation	CA	19.23	Apr-90	null	35,000	0	4	1990-04-01	337	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	563
30,000	23,775	60 months	19.03	617.13	E	E2	Activu Corporation	10+ years	RENT	80,004	Sep-11	Bad	debt_consolidation	NJ	15.16	Nov-99	null	3,711.73	1,151.4	10	1999-11-01	220	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	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	521
22,250	22,250	36 months	12.42	743.49	B	B4	null	6 years	MORTGAGE	135,000	Sep-11	Good	debt_consolidation	TX	17.08	May-94	null	22,250	0	6	1994-05-01	287	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	685
5,025	5,025	36 months	8.9	159.56	A	A5	Camp, Dresser & Mckee	4 years	MORTGAGE	70,000	Sep-11	Good	debt_consolidation	MA	20.18	Jan-00	null	5,025	0	4	2000-01-01	218	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	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	true	false	false	false	false	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
22,800	22,800	36 months	17.27	815.95	D	D3	Pioneer Hotel and Gaming	5 years	MORTGAGE	50,000	Sep-11	Good	house	AZ	1.7	May-88	18	22,800	0	5	1988-05-01	360	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	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	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	1	591
11,300	11,300	36 months	9.91	364.15	B	B1	Davincian Tech	< 1 year	MORTGAGE	31,000	Sep-11	Good	credit_card	TX	16.03	Apr-00	null	11,300	0	0	2000-04-01	215	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	639
5,000	5,000	36 months	10.65	162.87	B	B2	Verizon	4 years	RENT	75,000	Sep-11	Good	debt_consolidation	NY	7.92	Oct-05	null	5,000	0	4	2005-10-01	148	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	636
5,600	5,600	36 months	6.03	170.44	A	A1	Sycuan Casino	10+ years	RENT	56,000	Sep-11	Good	debt_consolidation	CA	14.94	Sep-99	null	5,600	0	10	1999-09-01	222	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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
15,000	15,000	36 months	12.42	501.23	B	B4	Suddenlink Communications	4 years	RENT	65,000	Sep-11	Good	debt_consolidation	CA	17.28	Mar-92	null	15,000	0	4	1992-03-01	314	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	608
7,075	7,075	36 months	17.58	254.3	D	D4	Northrop Grumman	3 years	OWN	62,910	Sep-11	Bad	debt_consolidation	MD	15.6	Apr-02	null	4,049.64	437.89	3	2002-04-01	191	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	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	true	false	false	false	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	608
3,700	3,700	36 months	7.9	115.78	A	A4	First Data	3 years	RENT	94,000	Sep-11	Good	debt_consolidation	GA	6.01	Oct-97	69	3,700	0	3	1997-10-01	246	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	true	false	false	false	false	false	false	false	false	false	false	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	703
2,000	2,000	36 months	8.9	63.51	A	A5	Oasis Sales Inc	< 1 year	RENT	69,000	Sep-11	Good	debt_consolidation	TX	5.83	Mar-95	null	2,000	0	0	1995-03-01	277	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	681
25,000	25,000	60 months	14.65	590.17	C	C3	Ardsley Schools	10+ years	RENT	64,000	Sep-11	Bad	debt_consolidation	NY	14.49	Apr-89	null	2,378.99	790.76	10	1989-04-01	349	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	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	528
10,000	10,000	36 months	6.62	307.04	A	A2	NORWOOD MEDICAL	4 years	RENT	40,000	Sep-11	Bad	small_business	OH	7.05	Sep-06	null	5,851.59	565.83	4	2006-09-01	137	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	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	0	612
9,800	9,800	60 months	12.42	220.09	B	B4	L and J Construction LLC	< 1 year	MORTGAGE	39,996	Sep-11	Good	major_purchase	WA	2.52	Dec-07	null	9,800	0	0	2007-12-01	122	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	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	false	false	false	false	true	false	false	false	1	544
7,000	7,000	36 months	8.9	222.28	A	A5	Mentor Graphics Corp	3 years	RENT	67,550	Sep-11	Good	credit_card	OR	24.39	Nov-01	null	7,000	0	3	2001-11-01	196	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	false	false	false	false	false	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	670
4,000	4,000	36 months	9.91	128.9	B	B1	US Air Force	10+ years	RENT	82,350	Sep-11	Good	debt_consolidation	SC	15.53	Jul-93	66	4,000	0	10	1993-07-01	297	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	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	true	false	false	false	false	false	false	false	false	false	false	1	637
17,000	17,000	36 months	7.9	531.94	A	A4	CSI Software	3 years	MORTGAGE	68,250	Sep-11	Good	credit_card	TX	22.33	Sep-98	null	17,000	0	3	1998-09-01	234	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	false	false	false	true	false	false	false	false	false	false	false	1	685
3,600	3,600	36 months	6.03	109.57	A	A1	Boston University	2 years	RENT	45,000	Sep-11	Good	credit_card	MA	11.52	Feb-05	null	3,600	0	2	2005-02-01	156	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	true	false	false	false	false	false	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	666
7,200	7,200	36 months	6.03	219.14	A	A1	Cathedral Church of the Intercessor	10+ years	OWN	10,080	Sep-11	Good	other	NY	7.26	Aug-98	null	7,200	0	10	1998-08-01	235	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	true	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	645
4,000	4,000	36 months	6.03	121.75	A	A1	Wells Fargo Bank	1 year	MORTGAGE	54,000	Sep-11	Good	debt_consolidation	FL	14.04	Sep-91	null	4,000	0	1	1991-09-01	320	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	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	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
30,000	30,000	36 months	11.71	992.28	B	B3	Military	10+ years	RENT	61,200	Sep-11	Good	debt_consolidation	TX	19.61	Jul-92	null	30,000	0	10	1992-07-01	309	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	false	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	1	645
20,000	20,000	36 months	7.9	625.81	A	A4	University of Vermont	10+ years	MORTGAGE	60,000	Sep-11	Good	debt_consolidation	VT	13.48	Oct-97	null	20,000	0	10	1997-10-01	246	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	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	1	666
10,200	10,200	36 months	11.71	337.38	B	B3	Dr Steve Marteney	10+ years	RENT	90,000	Sep-11	Good	wedding	CA	16.15	Jan-95	null	10,200	0	10	1995-01-01	279	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	false	false	false	false	false	false	false	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	576
5,000	5,000	36 months	7.9	156.46	A	A4	null	null	RENT	15,000	Sep-11	Bad	debt_consolidation	OR	12	Jan-85	15	1,270.81	0	0	1985-01-01	401	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	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	636
10,000	10,000	36 months	6.03	304.36	A	A1	TeleVox Software	9 years	MORTGAGE	51,000	Sep-11	Good	debt_consolidation	AL	21.86	Mar-98	null	10,000	0	9	1998-03-01	240	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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
35,000	35,000	36 months	8.9	1,111.37	A	A5	Bureau of Alcohol Tobacco Firearms	10+ years	OWN	90,000	Sep-11	Good	debt_consolidation	NY	13.79	Apr-93	null	35,000	0	10	1993-04-01	300	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	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	665
8,600	8,600	36 months	7.51	267.56	A	A3	Baylor College of Medicine	2 years	RENT	30,000	Sep-11	Good	small_business	TX	11.56	May-92	null	8,600	0	2	1992-05-01	312	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	false	false	false	false	false	false	false	false	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	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	604
9,000	9,000	36 months	6.03	273.92	A	A1	rbx	4 years	MORTGAGE	50,000	Sep-11	Good	home_improvement	MO	4.7	Nov-99	null	9,000	0	4	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	true	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
21,600	21,600	36 months	12.42	721.77	B	B4	Public Company Acct. Oversight Board	6 years	MORTGAGE	88,055	Sep-11	Good	credit_card	VA	11.9	Nov-98	null	21,600	0	6	1998-11-01	232	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	false	false	true	false	false	false	false	false	1	640
14,750	14,750	60 months	11.71	325.95	B	B3	Apollo Group	2 years	RENT	38,496	Sep-11	Bad	other	AZ	25.72	Jul-01	76	1,700.41	455.79	2	2001-07-01	200	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	false	false	true	true	false	false	false	false	false	false	false	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	0	527
12,000	12,000	60 months	15.96	291.57	C	C5	251 condominium	10+ years	RENT	48,000	Sep-11	Good	debt_consolidation	NY	16.5	Mar-93	null	12,000	0	10	1993-03-01	301	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	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	true	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	515
24,600	22,700	60 months	17.58	571.26	D	D4	DSV AIR AND SEA	3 years	RENT	47,000	Sep-11	Good	debt_consolidation	FL	14.94	May-97	null	22,700	0	3	1997-05-01	251	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	true	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	508
5,000	5,000	36 months	11.71	165.38	B	B3	cox communications	10+ years	MORTGAGE	110,000	Sep-11	Good	vacation	AZ	15.07	Jun-04	null	5,000	0	10	2004-06-01	164	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	false	false	false	false	false	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	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	false	1	664