id	sid	tid	token	lemma	pos
iassist-887	1	1	by	by	ADP
iassist-887	1	2	22	22	NUM
iassist-887	1	3	iassist	iassist	ADJ
iassist-887	1	4	quarterly	quarterly	ADJ
iassist-887	1	5	winter	winter	NOUN
iassist-887	1	6	/	/	SYM
iassist-887	1	7	spring	spring	NOUN
iassist-887	1	8	2010	2010	NUM
iassist-887	1	9	by	by	ADP
iassist-887	1	10	mary	mary	PROPN
iassist-887	1	11	tao1	tao1	PROPN
iassist-887	1	12	financial	financial	PROPN
iassist-887	1	13	crisis	crisis	NOUN
iassist-887	1	14	data	datum	NOUN
iassist-887	1	15	resources	resource	NOUN
iassist-887	1	16	:	:	PUNCT
iassist-887	1	17	a	a	DET
iassist-887	1	18	brief	brief	ADJ
iassist-887	1	19	guide	guide	NOUN
iassist-887	1	20	the	the	DET
iassist-887	1	21	u.s	u.s	PROPN
iassist-887	1	22	.	.	PROPN
iassist-887	1	23	housing	housing	NOUN
iassist-887	1	24	boom	boom	NOUN
iassist-887	1	25	was	be	AUX
iassist-887	1	26	brought	bring	VERB
iassist-887	1	27	to	to	ADP
iassist-887	1	28	a	a	DET
iassist-887	1	29	halt	halt	NOUN
iassist-887	1	30	by	by	ADP
iassist-887	1	31	the	the	DET
iassist-887	1	32	subprime	subprime	ADJ
iassist-887	1	33	mortgage	mortgage	NOUN
iassist-887	1	34	crisis	crisis	NOUN
iassist-887	1	35	in	in	ADP
iassist-887	1	36	2007	2007	NUM
iassist-887	1	37	.	.	PUNCT
iassist-887	2	1	as	as	SCONJ
iassist-887	2	2	the	the	DET
iassist-887	2	3	housing	housing	NOUN
iassist-887	2	4	market	market	NOUN
iassist-887	2	5	hit	hit	VERB
iassist-887	2	6	a	a	DET
iassist-887	2	7	bad	bad	ADJ
iassist-887	2	8	patch	patch	NOUN
iassist-887	2	9	,	,	PUNCT
iassist-887	2	10	it	it	PRON
iassist-887	2	11	affected	affect	VERB
iassist-887	2	12	other	other	ADJ
iassist-887	2	13	areas	area	NOUN
iassist-887	2	14	as	as	ADV
iassist-887	2	15	well	well	ADV
iassist-887	2	16	.	.	PUNCT
iassist-887	3	1	the	the	DET
iassist-887	3	2	situation	situation	NOUN
iassist-887	3	3	had	have	AUX
iassist-887	3	4	evolved	evolve	VERB
iassist-887	3	5	into	into	ADP
iassist-887	3	6	the	the	DET
iassist-887	3	7	credit	credit	NOUN
iassist-887	3	8	crisis	crisis	NOUN
iassist-887	3	9	by	by	ADP
iassist-887	3	10	2008	2008	NUM
iassist-887	3	11	.	.	PUNCT
iassist-887	4	1	banks	bank	NOUN
iassist-887	4	2	’	'	PUNCT
iassist-887	4	3	balance	balance	NOUN
iassist-887	4	4	sheets	sheet	NOUN
iassist-887	4	5	took	take	VERB
iassist-887	4	6	a	a	DET
iassist-887	4	7	few	few	ADJ
iassist-887	4	8	hits	hit	NOUN
iassist-887	4	9	,	,	PUNCT
iassist-887	4	10	leading	lead	VERB
iassist-887	4	11	to	to	ADP
iassist-887	4	12	a	a	DET
iassist-887	4	13	liquidity	liquidity	NOUN
iassist-887	4	14	crisis	crisis	NOUN
iassist-887	4	15	.	.	PUNCT
iassist-887	5	1	the	the	DET
iassist-887	5	2	united	united	PROPN
iassist-887	5	3	states	states	PROPN
iassist-887	5	4	was	be	AUX
iassist-887	5	5	not	not	PART
iassist-887	5	6	the	the	DET
iassist-887	5	7	only	only	ADJ
iassist-887	5	8	country	country	NOUN
iassist-887	5	9	hit	hit	VERB
iassist-887	5	10	hard	hard	ADV
iassist-887	5	11	by	by	ADP
iassist-887	5	12	events	event	NOUN
iassist-887	5	13	;	;	PUNCT
iassist-887	5	14	greece	greece	PROPN
iassist-887	5	15	and	and	CCONJ
iassist-887	5	16	iceland	iceland	PROPN
iassist-887	5	17	,	,	PUNCT
iassist-887	5	18	among	among	ADP
iassist-887	5	19	others	other	NOUN
iassist-887	5	20	,	,	PUNCT
iassist-887	5	21	saw	see	VERB
iassist-887	5	22	their	their	PRON
iassist-887	5	23	share	share	NOUN
iassist-887	5	24	of	of	ADP
iassist-887	5	25	pain	pain	NOUN
iassist-887	5	26	and	and	CCONJ
iassist-887	5	27	suffering	suffering	NOUN
iassist-887	5	28	.	.	PUNCT
iassist-887	6	1	ireland	ireland	NOUN
iassist-887	6	2	is	be	AUX
iassist-887	6	3	the	the	DET
iassist-887	6	4	latest	late	ADJ
iassist-887	6	5	country	country	NOUN
iassist-887	6	6	in	in	ADP
iassist-887	6	7	the	the	DET
iassist-887	6	8	news	news	NOUN
iassist-887	6	9	,	,	PUNCT
iassist-887	6	10	with	with	ADP
iassist-887	6	11	the	the	DET
iassist-887	6	12	government	government	NOUN
iassist-887	6	13	stepping	step	VERB
iassist-887	6	14	in	in	ADP
iassist-887	6	15	to	to	PART
iassist-887	6	16	save	save	VERB
iassist-887	6	17	two	two	NUM
iassist-887	6	18	major	major	ADJ
iassist-887	6	19	irish	irish	ADJ
iassist-887	6	20	banks	bank	NOUN
iassist-887	6	21	.	.	PUNCT
iassist-887	7	1	here	here	ADV
iassist-887	7	2	’s	’	VERB
iassist-887	7	3	an	an	DET
iassist-887	7	4	example	example	NOUN
iassist-887	7	5	of	of	ADP
iassist-887	7	6	how	how	SCONJ
iassist-887	7	7	closely	closely	ADV
iassist-887	7	8	intertwined	intertwine	VERB
iassist-887	7	9	the	the	DET
iassist-887	7	10	fortunes	fortune	NOUN
iassist-887	7	11	of	of	ADP
iassist-887	7	12	global	global	ADJ
iassist-887	7	13	companies	company	NOUN
iassist-887	7	14	are	be	AUX
iassist-887	7	15	.	.	PUNCT
iassist-887	8	1	the	the	DET
iassist-887	8	2	troubles	trouble	NOUN
iassist-887	8	3	of	of	ADP
iassist-887	8	4	an	an	DET
iassist-887	8	5	american	american	ADJ
iassist-887	8	6	company	company	NOUN
iassist-887	8	7	,	,	PUNCT
iassist-887	8	8	lehman	lehman	PROPN
iassist-887	8	9	brothers	brother	NOUN
iassist-887	8	10	,	,	PUNCT
iassist-887	8	11	meant	mean	VERB
iassist-887	8	12	that	that	SCONJ
iassist-887	8	13	it	it	PRON
iassist-887	8	14	was	be	AUX
iassist-887	8	15	unable	unable	ADJ
iassist-887	8	16	to	to	PART
iassist-887	8	17	repay	repay	VERB
iassist-887	8	18	the	the	DET
iassist-887	8	19	money	money	NOUN
iassist-887	8	20	due	due	ADP
iassist-887	8	21	to	to	ADP
iassist-887	8	22	its	its	PRON
iassist-887	8	23	creditors	creditor	NOUN
iassist-887	8	24	,	,	PUNCT
iassist-887	8	25	including	include	VERB
iassist-887	8	26	depfa	depfa	PROPN
iassist-887	8	27	bank	bank	NOUN
iassist-887	8	28	,	,	PUNCT
iassist-887	8	29	an	an	DET
iassist-887	8	30	irish	irish	ADJ
iassist-887	8	31	firm	firm	NOUN
iassist-887	8	32	.	.	PUNCT
iassist-887	9	1	as	as	ADP
iassist-887	9	2	a	a	DET
iassist-887	9	3	result	result	NOUN
iassist-887	9	4	,	,	PUNCT
iassist-887	9	5	depfa	depfa	PROPN
iassist-887	9	6	was	be	AUX
iassist-887	9	7	unable	unable	ADJ
iassist-887	9	8	to	to	PART
iassist-887	9	9	pay	pay	VERB
iassist-887	9	10	its	its	PRON
iassist-887	9	11	own	own	ADJ
iassist-887	9	12	creditors	creditor	NOUN
iassist-887	9	13	,	,	PUNCT
iassist-887	9	14	eventually	eventually	ADV
iassist-887	9	15	causing	cause	VERB
iassist-887	9	16	major	major	ADJ
iassist-887	9	17	problems	problem	NOUN
iassist-887	9	18	for	for	ADP
iassist-887	9	19	its	its	PRON
iassist-887	9	20	parent	parent	NOUN
iassist-887	9	21	company	company	NOUN
iassist-887	9	22	,	,	PUNCT
iassist-887	9	23	hypo	hypo	ADJ
iassist-887	9	24	real	real	ADJ
iassist-887	9	25	estate	estate	NOUN
iassist-887	9	26	group	group	NOUN
iassist-887	9	27	,	,	PUNCT
iassist-887	9	28	based	base	VERB
iassist-887	9	29	in	in	ADP
iassist-887	9	30	germany	germany	PROPN
iassist-887	9	31	.	.	PUNCT
iassist-887	10	1	a	a	DET
iassist-887	10	2	lot	lot	NOUN
iassist-887	10	3	has	have	AUX
iassist-887	10	4	been	be	AUX
iassist-887	10	5	written	write	VERB
iassist-887	10	6	about	about	ADP
iassist-887	10	7	the	the	DET
iassist-887	10	8	financial	financial	ADJ
iassist-887	10	9	crisis	crisis	NOUN
iassist-887	10	10	and	and	CCONJ
iassist-887	10	11	a	a	DET
iassist-887	10	12	lot	lot	NOUN
iassist-887	10	13	more	more	ADJ
iassist-887	10	14	are	be	AUX
iassist-887	10	15	yet	yet	ADV
iassist-887	10	16	to	to	PART
iassist-887	10	17	come	come	VERB
iassist-887	10	18	.	.	PUNCT
iassist-887	11	1	listed	list	VERB
iassist-887	11	2	here	here	ADV
iassist-887	11	3	are	be	AUX
iassist-887	11	4	just	just	ADV
iassist-887	11	5	a	a	DET
iassist-887	11	6	few	few	ADJ
iassist-887	11	7	resources	resource	NOUN
iassist-887	11	8	to	to	PART
iassist-887	11	9	use	use	VERB
iassist-887	11	10	as	as	ADP
iassist-887	11	11	starting	start	VERB
iassist-887	11	12	points	point	NOUN
iassist-887	11	13	.	.	PUNCT
iassist-887	12	1	banking	banking	NOUN
iassist-887	12	2	statistics	statistic	NOUN
iassist-887	12	3	crsp	crsp	PROPN
iassist-887	12	4	-	-	PUNCT
iassist-887	12	5	frb	frb	NOUN
iassist-887	12	6	link	link	NOUN
iassist-887	12	7	•	•	NOUN
iassist-887	12	8	allows	allow	VERB
iassist-887	12	9	researchers	researcher	NOUN
iassist-887	12	10	to	to	PART
iassist-887	12	11	compare	compare	VERB
iassist-887	12	12	companies	company	NOUN
iassist-887	12	13	over	over	ADP
iassist-887	12	14	time	time	NOUN
iassist-887	12	15	,	,	PUNCT
iassist-887	12	16	taking	take	VERB
iassist-887	12	17	into	into	ADP
iassist-887	12	18	account	account	NOUN
iassist-887	12	19	mergers	merger	NOUN
iassist-887	12	20	and	and	CCONJ
iassist-887	12	21	acquisitions	acquisition	NOUN
iassist-887	12	22	.	.	PUNCT
iassist-887	13	1	the	the	DET
iassist-887	13	2	dataset	dataset	NOUN
iassist-887	13	3	matches	match	VERB
iassist-887	13	4	regulatory	regulatory	ADJ
iassist-887	13	5	entity	entity	NOUN
iassist-887	13	6	codes	code	NOUN
iassist-887	13	7	to	to	ADP
iassist-887	13	8	crsp	crsp	PROPN
iassist-887	13	9	permcos	permcos	PROPN
iassist-887	13	10	for	for	ADP
iassist-887	13	11	publicly	publicly	ADV
iassist-887	13	12	traded	trade	VERB
iassist-887	13	13	banks	bank	NOUN
iassist-887	13	14	and	and	CCONJ
iassist-887	13	15	bank	bank	NOUN
iassist-887	13	16	holding	hold	VERB
iassist-887	13	17	companies	company	NOUN
iassist-887	13	18	from	from	ADP
iassist-887	13	19	january	january	PROPN
iassist-887	13	20	1990	1990	NUM
iassist-887	13	21	to	to	ADP
iassist-887	13	22	december	december	PROPN
iassist-887	13	23	2007	2007	NUM
iassist-887	13	24	.	.	PUNCT
iassist-887	14	1	http://www.newyorkfed.org/research/banking_research/	http://www.newyorkfed.org/research/banking_research/	VERB
iassist-887	14	2	datasets.html	datasets.html	NUM
iassist-887	14	3	assets	asset	NOUN
iassist-887	14	4	and	and	CCONJ
iassist-887	14	5	liabilities	liability	NOUN
iassist-887	14	6	of	of	ADP
iassist-887	14	7	commercial	commercial	ADJ
iassist-887	14	8	banks	bank	NOUN
iassist-887	14	9	in	in	ADP
iassist-887	14	10	the	the	DET
iassist-887	14	11	united	united	PROPN
iassist-887	14	12	states	states	PROPN
iassist-887	14	13	h.8	h.8	VERB
iassist-887	14	14	•	•	ADP
iassist-887	14	15	this	this	DET
iassist-887	14	16	weekly	weekly	ADJ
iassist-887	14	17	release	release	NOUN
iassist-887	14	18	provides	provide	VERB
iassist-887	14	19	an	an	DET
iassist-887	14	20	estimated	estimate	VERB
iassist-887	14	21	aggregate	aggregate	ADJ
iassist-887	14	22	balance	balance	NOUN
iassist-887	14	23	sheet	sheet	NOUN
iassist-887	14	24	for	for	ADP
iassist-887	14	25	all	all	DET
iassist-887	14	26	commercial	commercial	ADJ
iassist-887	14	27	banks	bank	NOUN
iassist-887	14	28	in	in	ADP
iassist-887	14	29	the	the	DET
iassist-887	14	30	united	united	PROPN
iassist-887	14	31	states	states	PROPN
iassist-887	14	32	including	include	VERB
iassist-887	14	33	u.s	u.s	PROPN
iassist-887	14	34	.	.	PROPN
iassist-887	14	35	branches	branch	NOUN
iassist-887	14	36	and	and	CCONJ
iassist-887	14	37	agencies	agency	NOUN
iassist-887	14	38	of	of	ADP
iassist-887	14	39	foreign	foreign	ADJ
iassist-887	14	40	banks	bank	NOUN
iassist-887	14	41	.	.	PUNCT
iassist-887	15	1	http://www.federalreserve.gov/releases/h8/about.htm	http://www.federalreserve.gov/releases/h8/about.htm	X
iassist-887	15	2	reports	report	NOUN
iassist-887	15	3	of	of	ADP
iassist-887	15	4	condition	condition	NOUN
iassist-887	15	5	and	and	CCONJ
iassist-887	15	6	income	income	NOUN
iassist-887	15	7	(	(	PUNCT
iassist-887	15	8	call	call	VERB
iassist-887	15	9	reports	report	NOUN
iassist-887	15	10	)	)	PUNCT
iassist-887	15	11	•	•	ADP
iassist-887	15	12	this	this	DET
iassist-887	15	13	database	database	NOUN
iassist-887	15	14	allows	allow	VERB
iassist-887	15	15	one	one	NUM
iassist-887	15	16	to	to	PART
iassist-887	15	17	obtain	obtain	VERB
iassist-887	15	18	financial	financial	ADJ
iassist-887	15	19	and	and	CCONJ
iassist-887	15	20	structural	structural	ADJ
iassist-887	15	21	information	information	NOUN
iassist-887	15	22	for	for	ADP
iassist-887	15	23	most	most	ADJ
iassist-887	15	24	fdic	fdic	ADJ
iassist-887	15	25	-	-	PUNCT
iassist-887	15	26	insured	insure	VERB
iassist-887	15	27	institution	institution	NOUN
iassist-887	15	28	and	and	CCONJ
iassist-887	15	29	.	.	PUNCT
iassist-887	16	1	compare	compare	VERB
iassist-887	16	2	banks	bank	NOUN
iassist-887	16	3	with	with	ADP
iassist-887	16	4	its	its	PRON
iassist-887	16	5	peer	peer	NOUN
iassist-887	16	6	group	group	NOUN
iassist-887	16	7	the	the	DET
iassist-887	16	8	data	data	NOUN
iassist-887	16	9	goes	go	VERB
iassist-887	16	10	as	as	ADV
iassist-887	16	11	far	far	ADV
iassist-887	16	12	back	back	ADV
iassist-887	16	13	as	as	ADP
iassist-887	16	14	march	march	PROPN
iassist-887	16	15	31	31	NUM
iassist-887	16	16	,	,	PUNCT
iassist-887	16	17	2001	2001	NUM
iassist-887	16	18	and	and	CCONJ
iassist-887	16	19	can	can	AUX
iassist-887	16	20	be	be	AUX
iassist-887	16	21	downloaded	download	VERB
iassist-887	16	22	as	as	ADP
iassist-887	16	23	(	(	PUNCT
iassist-887	16	24	pdf	pdf	NOUN
iassist-887	16	25	)	)	PUNCT
iassist-887	16	26	,	,	PUNCT
iassist-887	16	27	semicolon	semicolon	ADJ
iassist-887	16	28	delimited	delimited	ADJ
iassist-887	16	29	format	format	NOUN
iassist-887	16	30	(	(	PUNCT
iassist-887	16	31	sdf	sdf	NOUN
iassist-887	16	32	)	)	PUNCT
iassist-887	16	33	,	,	PUNCT
iassist-887	16	34	or	or	CCONJ
iassist-887	16	35	extensible	extensible	ADJ
iassist-887	16	36	business	business	NOUN
iassist-887	16	37	reporting	reporting	NOUN
iassist-887	16	38	language	language	NOUN
iassist-887	16	39	(	(	PUNCT
iassist-887	16	40	xbrl	xbrl	PROPN
iassist-887	16	41	)	)	PUNCT
iassist-887	16	42	format	format	NOUN
iassist-887	16	43	.	.	PUNCT
iassist-887	17	1	bulk	bulk	ADJ
iassist-887	17	2	data	datum	NOUN
iassist-887	17	3	is	be	AUX
iassist-887	17	4	also	also	ADV
iassist-887	17	5	available	available	ADJ
iassist-887	17	6	for	for	ADP
iassist-887	17	7	all	all	DET
iassist-887	17	8	reporters	reporter	NOUN
iassist-887	17	9	in	in	ADP
iassist-887	17	10	the	the	DET
iassist-887	17	11	form	form	NOUN
iassist-887	17	12	of	of	ADP
iassist-887	17	13	tab	tab	NOUN
iassist-887	17	14	delimited	delimit	VERB
iassist-887	17	15	format	format	NOUN
iassist-887	17	16	or	or	CCONJ
iassist-887	17	17	(	(	PUNCT
iassist-887	17	18	xbrl	xbrl	PROPN
iassist-887	17	19	)	)	PUNCT
iassist-887	17	20	format	format	NOUN
iassist-887	17	21	.	.	PUNCT
iassist-887	18	1	https://cdr.ffiec.gov/public/	https://cdr.ffiec.gov/public/	PUNCT
iassist-887	18	2	quarterly	quarterly	ADJ
iassist-887	18	3	summary	summary	NOUN
iassist-887	18	4	of	of	ADP
iassist-887	18	5	banking	banking	NOUN
iassist-887	18	6	statistics	statistic	NOUN
iassist-887	18	7	•	•	ADP
iassist-887	18	8	quarterly	quarterly	ADJ
iassist-887	18	9	synopsis	synopsis	NOUN
iassist-887	18	10	of	of	ADP
iassist-887	18	11	balance	balance	NOUN
iassist-887	18	12	sheet	sheet	NOUN
iassist-887	18	13	and	and	CCONJ
iassist-887	18	14	income	income	NOUN
iassist-887	18	15	statement	statement	NOUN
iassist-887	18	16	developments	development	NOUN
iassist-887	18	17	for	for	ADP
iassist-887	18	18	all	all	DET
iassist-887	18	19	u.	u.	PROPN
iassist-887	18	20	s.	s.	PROPN
iassist-887	18	21	commercial	commercial	ADJ
iassist-887	18	22	banks	bank	NOUN
iassist-887	18	23	.	.	PUNCT
iassist-887	19	1	the	the	DET
iassist-887	19	2	banks	bank	NOUN
iassist-887	19	3	are	be	AUX
iassist-887	19	4	broken	break	VERB
iassist-887	19	5	into	into	ADP
iassist-887	19	6	two	two	NUM
iassist-887	19	7	categories	category	NOUN
iassist-887	19	8	:	:	PUNCT
iassist-887	19	9	those	those	PRON
iassist-887	19	10	held	hold	VERB
iassist-887	19	11	by	by	ADP
iassist-887	19	12	the	the	DET
iassist-887	19	13	8	8	NUM
iassist-887	19	14	largest	large	ADJ
iassist-887	19	15	domestic	domestic	ADJ
iassist-887	19	16	bank	bank	NOUN
iassist-887	19	17	holding	hold	VERB
iassist-887	19	18	companies	company	NOUN
iassist-887	19	19	(	(	PUNCT
iassist-887	19	20	bhcs	bhcs	NOUN
iassist-887	19	21	)	)	PUNCT
iassist-887	19	22	jpmorgan	jpmorgan	PROPN
iassist-887	19	23	chase	chase	PROPN
iassist-887	19	24	,	,	PUNCT
iassist-887	19	25	bank	bank	PROPN
iassist-887	19	26	of	of	ADP
iassist-887	19	27	america	america	PROPN
iassist-887	19	28	,	,	PUNCT
iassist-887	19	29	citigroup	citigroup	PROPN
iassist-887	19	30	,	,	PUNCT
iassist-887	19	31	wells	wells	PROPN
iassist-887	19	32	fargo	fargo	PROPN
iassist-887	19	33	,	,	PUNCT
iassist-887	19	34	pnc	pnc	PROPN
iassist-887	19	35	financial	financial	PROPN
iassist-887	19	36	services	service	NOUN
iassist-887	19	37	group	group	NOUN
iassist-887	19	38	,	,	PUNCT
iassist-887	19	39	us	us	PROPN
iassist-887	19	40	bancorp	bancorp	PROPN
iassist-887	19	41	,	,	PUNCT
iassist-887	19	42	bank	bank	PROPN
iassist-887	19	43	of	of	ADP
iassist-887	19	44	new	new	PROPN
iassist-887	19	45	york	york	PROPN
iassist-887	19	46	mellon	mellon	PROPN
iassist-887	19	47	,	,	PUNCT
iassist-887	19	48	and	and	CCONJ
iassist-887	19	49	suntrust	suntrust	PROPN
iassist-887	19	50	and	and	CCONJ
iassist-887	19	51	all	all	DET
iassist-887	19	52	other	other	ADJ
iassist-887	19	53	commercial	commercial	ADJ
iassist-887	19	54	banks	bank	NOUN
iassist-887	19	55	.	.	PUNCT
iassist-887	20	1	http://www.newyorkfed.org/research/banking_research/	http://www.newyorkfed.org/research/banking_research/	NOUN
iassist-887	20	2	quarterly_summary.html	quarterly_summary.html	PUNCT
iassist-887	20	3	quarterly	quarterly	ADJ
iassist-887	20	4	summary	summary	NOUN
iassist-887	20	5	of	of	ADP
iassist-887	20	6	banking	banking	NOUN
iassist-887	20	7	statisitcis	statisitcis	NOUN
iassist-887	20	8	:	:	PUNCT
iassist-887	20	9	3rd	3rd	ADJ
iassist-887	20	10	quarter	quarter	NOUN
iassist-887	20	11	2009	2009	NUM
iassist-887	20	12	23	23	NUM
iassist-887	20	13	iassist	iassist	ADJ
iassist-887	20	14	quarterly	quarterly	ADJ
iassist-887	20	15	winter	winter	NOUN
iassist-887	20	16	/	/	SYM
iassist-887	20	17	spring	spring	NOUN
iassist-887	20	18	2010	2010	NUM
iassist-887	20	19	fee	fee	NOUN
iassist-887	20	20	-	-	PUNCT
iassist-887	20	21	based	base	VERB
iassist-887	20	22	resources	resource	NOUN
iassist-887	20	23	include	include	VERB
iassist-887	20	24	snl	snl	PROPN
iassist-887	20	25	financial	financial	ADJ
iassist-887	20	26	and	and	CCONJ
iassist-887	20	27	bloomberg	bloomberg	PROPN
iassist-887	20	28	(	(	PUNCT
iassist-887	20	29	wdci	wdci	ADJ
iassist-887	20	30	writedowns	writedown	NOUN
iassist-887	20	31	and	and	CCONJ
iassist-887	20	32	credit	credit	NOUN
iassist-887	20	33	losses	loss	NOUN
iassist-887	20	34	versus	versus	ADP
iassist-887	20	35	capital	capital	NOUN
iassist-887	20	36	raised	raise	VERB
iassist-887	20	37	)	)	PUNCT
iassist-887	20	38	housing	housing	NOUN
iassist-887	20	39	statistics	statistics	PROPN
iassist-887	20	40	federal	federal	PROPN
iassist-887	20	41	housing	housing	PROPN
iassist-887	20	42	finance	finance	PROPN
iassist-887	20	43	agency	agency	NOUN
iassist-887	20	44	(	(	PUNCT
iassist-887	20	45	fhfa	fhfa	ADJ
iassist-887	20	46	)	)	PUNCT
iassist-887	20	47	•	•	NOUN
iassist-887	21	1	housing	housing	NOUN
iassist-887	21	2	market	market	NOUN
iassist-887	21	3	indicators	indicator	NOUN
iassist-887	21	4	http://www.fhfa.gov/default.aspx?page=66	http://www.fhfa.gov/default.aspx?page=66	PROPN
iassist-887	21	5	u.s	u.s	PROPN
iassist-887	21	6	.	.	PROPN
iassist-887	21	7	bureau	bureau	PROPN
iassist-887	21	8	of	of	ADP
iassist-887	21	9	the	the	DET
iassist-887	21	10	census	census	NOUN
iassist-887	21	11	•	•	NUM
iassist-887	21	12	datasets	dataset	NOUN
iassist-887	21	13	for	for	ADP
iassist-887	21	14	decennial	decennial	ADJ
iassist-887	21	15	census	census	NOUN
iassist-887	21	16	housing	housing	NOUN
iassist-887	21	17	files	file	NOUN
iassist-887	21	18	19402000	19402000	NUM
iassist-887	21	19	,	,	PUNCT
iassist-887	21	20	housing	housing	NOUN
iassist-887	21	21	vacancies	vacancy	NOUN
iassist-887	21	22	and	and	CCONJ
iassist-887	21	23	homeownerships	homeownership	NOUN
iassist-887	21	24	,	,	PUNCT
iassist-887	21	25	housing	housing	NOUN
iassist-887	21	26	starts	start	NOUN
iassist-887	21	27	and	and	CCONJ
iassist-887	21	28	building	building	NOUN
iassist-887	21	29	permits	permit	NOUN
iassist-887	21	30	.	.	PUNCT
iassist-887	22	1	http://www.census.gov/cgi-bin/briefroom/briefrm	http://www.census.gov/cgi-bin/briefroom/briefrm	PROPN
iassist-887	22	2	u.s	u.s	PROPN
iassist-887	22	3	.	.	PROPN
iassist-887	22	4	department	department	PROPN
iassist-887	22	5	of	of	ADP
iassist-887	22	6	housing	housing	PROPN
iassist-887	22	7	and	and	CCONJ
iassist-887	22	8	urban	urban	ADJ
iassist-887	22	9	development	development	NOUN
iassist-887	22	10	•	•	NOUN
iassist-887	22	11	access	access	NOUN
iassist-887	22	12	to	to	ADP
iassist-887	22	13	the	the	DET
iassist-887	22	14	original	original	ADJ
iassist-887	22	15	datasets	dataset	NOUN
iassist-887	22	16	including	include	VERB
iassist-887	22	17	the	the	DET
iassist-887	22	18	american	american	ADJ
iassist-887	22	19	housing	housing	NOUN
iassist-887	22	20	survey	survey	NOUN
iassist-887	22	21	,	,	PUNCT
iassist-887	22	22	as	as	ADV
iassist-887	22	23	well	well	ADV
iassist-887	22	24	as	as	ADP
iassist-887	22	25	microdata	microdata	NOUN
iassist-887	22	26	from	from	ADP
iassist-887	22	27	research	research	NOUN
iassist-887	22	28	initiatives	initiative	NOUN
iassist-887	22	29	on	on	ADP
iassist-887	22	30	topics	topic	NOUN
iassist-887	22	31	such	such	ADJ
iassist-887	22	32	as	as	ADP
iassist-887	22	33	housing	housing	NOUN
iassist-887	22	34	discrimination	discrimination	NOUN
iassist-887	22	35	,	,	PUNCT
iassist-887	22	36	the	the	DET
iassist-887	22	37	hud	hud	PROPN
iassist-887	22	38	-	-	PUNCT
iassist-887	22	39	insured	insure	VERB
iassist-887	22	40	multifamily	multifamily	ADJ
iassist-887	22	41	housing	housing	NOUN
iassist-887	22	42	stock	stock	NOUN
iassist-887	22	43	,	,	PUNCT
iassist-887	22	44	and	and	CCONJ
iassist-887	22	45	the	the	DET
iassist-887	22	46	public	public	ADJ
iassist-887	22	47	housing	housing	NOUN
iassist-887	22	48	population	population	NOUN
iassist-887	22	49	.	.	PUNCT
iassist-887	23	1	http://www.huduser.org/portal/datasets/pdrdatas.html	http://www.huduser.org/portal/datasets/pdrdatas.html	PROPN
iassist-887	23	2	icpsr	icpsr	NOUN
iassist-887	23	3	$	$	SYM
iassist-887	23	4	•	•	NUM
iassist-887	23	5	offers	offer	VERB
iassist-887	23	6	american	american	ADJ
iassist-887	23	7	housing	housing	NOUN
iassist-887	23	8	survey	survey	NOUN
iassist-887	23	9	datasets	dataset	NOUN
iassist-887	23	10	,	,	PUNCT
iassist-887	23	11	census	census	NOUN
iassist-887	23	12	of	of	ADP
iassist-887	23	13	population	population	NOUN
iassist-887	23	14	and	and	CCONJ
iassist-887	23	15	housing	housing	NOUN
iassist-887	23	16	as	as	ADV
iassist-887	23	17	well	well	ADV
iassist-887	23	18	as	as	ADP
iassist-887	23	19	the	the	DET
iassist-887	23	20	underlying	underlying	ADJ
iassist-887	23	21	data	datum	NOUN
iassist-887	23	22	cited	cite	VERB
iassist-887	23	23	in	in	ADP
iassist-887	23	24	research	research	NOUN
iassist-887	23	25	publications	publication	NOUN
iassist-887	23	26	.	.	PUNCT
iassist-887	24	1	http://www.icpsr.umich.edu/icpsrweb/icpsr/	http://www.icpsr.umich.edu/icpsrweb/icpsr/	NOUN
iassist-887	24	2	mortgage	mortgage	NOUN
iassist-887	24	3	statistics	statistic	NOUN
iassist-887	24	4	mortgage	mortgage	NOUN
iassist-887	24	5	market	market	NOUN
iassist-887	24	6	statistical	statistical	ADJ
iassist-887	24	7	annual	annual	ADJ
iassist-887	24	8	$	$	SYM
iassist-887	24	9	•	•	NOUN
iassist-887	24	10	print	print	NOUN
iassist-887	24	11	and	and	CCONJ
iassist-887	24	12	cd	cd	PROPN
iassist-887	24	13	(	(	PUNCT
iassist-887	24	14	xls	xls	PROPN
iassist-887	24	15	format	format	NOUN
iassist-887	24	16	)	)	PUNCT
iassist-887	24	17	.	.	PUNCT
iassist-887	25	1	available	available	ADJ
iassist-887	25	2	data	datum	NOUN
iassist-887	25	3	include	include	VERB
iassist-887	25	4	monthly	monthly	ADJ
iassist-887	25	5	average	average	ADJ
iassist-887	25	6	mortgage	mortgage	NOUN
iassist-887	25	7	rates	rate	NOUN
iassist-887	25	8	calculated	calculate	VERB
iassist-887	25	9	for	for	ADP
iassist-887	25	10	different	different	ADJ
iassist-887	25	11	mortgage	mortgage	NOUN
iassist-887	25	12	terms	term	NOUN
iassist-887	25	13	,	,	PUNCT
iassist-887	25	14	monthly	monthly	ADJ
iassist-887	25	15	new	new	ADJ
iassist-887	25	16	home	home	NOUN
iassist-887	25	17	sales	sale	NOUN
iassist-887	25	18	inventories	inventory	NOUN
iassist-887	25	19	,	,	PUNCT
iassist-887	25	20	house	house	NOUN
iassist-887	25	21	prices	price	NOUN
iassist-887	25	22	,	,	PUNCT
iassist-887	25	23	mortgage	mortgage	NOUN
iassist-887	25	24	markets	market	NOUN
iassist-887	25	25	,	,	PUNCT
iassist-887	25	26	total	total	ADJ
iassist-887	25	27	securities	security	NOUN
iassist-887	25	28	issuance	issuance	NOUN
iassist-887	25	29	volume	volume	NOUN
iassist-887	25	30	,	,	PUNCT
iassist-887	25	31	and	and	CCONJ
iassist-887	25	32	more	more	ADJ
iassist-887	25	33	.	.	PUNCT
iassist-887	26	1	u.s	u.s	PROPN
iassist-887	26	2	.	.	PROPN
iassist-887	26	3	credit	credit	NOUN
iassist-887	26	4	conditions	condition	NOUN
iassist-887	26	5	:	:	PUNCT
iassist-887	26	6	mortgages	mortgage	NOUN
iassist-887	26	7	•	•	NUM
iassist-887	26	8	contains	contain	VERB
iassist-887	26	9	maps	map	NOUN
iassist-887	26	10	of	of	ADP
iassist-887	26	11	delinquent	delinquent	ADJ
iassist-887	26	12	mortgages	mortgage	NOUN
iassist-887	26	13	around	around	ADP
iassist-887	26	14	the	the	DET
iassist-887	26	15	country	country	NOUN
iassist-887	26	16	by	by	ADP
iassist-887	26	17	state	state	NOUN
iassist-887	26	18	and	and	CCONJ
iassist-887	26	19	county	county	NOUN
iassist-887	26	20	and	and	CCONJ
iassist-887	26	21	uses	use	VERB
iassist-887	26	22	publicly	publicly	ADV
iassist-887	26	23	available	available	ADJ
iassist-887	26	24	data	datum	NOUN
iassist-887	26	25	on	on	ADP
iassist-887	26	26	mortgage	mortgage	NOUN
iassist-887	26	27	delinquencies	delinquency	NOUN
iassist-887	26	28	and	and	CCONJ
iassist-887	26	29	foreclosures	foreclosure	NOUN
iassist-887	26	30	.	.	PUNCT
iassist-887	27	1	http://data.newyorkfed.org/creditconditions/	http://data.newyorkfed.org/creditconditions/	PROPN
iassist-887	27	2	other	other	ADJ
iassist-887	27	3	useful	useful	ADJ
iassist-887	27	4	sources	source	NOUN
iassist-887	27	5	include	include	VERB
iassist-887	27	6	fee	fee	NOUN
iassist-887	27	7	-	-	PUNCT
iassist-887	27	8	based	base	VERB
iassist-887	27	9	sources	source	NOUN
iassist-887	27	10	such	such	ADJ
iassist-887	27	11	as	as	ADP
iassist-887	27	12	first	first	ADJ
iassist-887	27	13	american	american	ADJ
iassist-887	27	14	corelogic	corelogic	PROPN
iassist-887	27	15	loanperformance	loanperformance	PROPN
iassist-887	27	16	,	,	PUNCT
iassist-887	27	17	absnet	absnet	NOUN
iassist-887	27	18	,	,	PUNCT
iassist-887	27	19	equifax	equifax	NOUN
iassist-887	27	20	,	,	PUNCT
iassist-887	27	21	haver	haver	VERB
iassist-887	27	22	analytics	analytic	NOUN
iassist-887	27	23	,	,	PUNCT
iassist-887	27	24	and	and	CCONJ
iassist-887	27	25	bloomberg	bloomberg	PROPN
iassist-887	27	26	.	.	PUNCT
iassist-887	28	1	mortgage	mortgage	NOUN
iassist-887	28	2	-	-	PUNCT
iassist-887	28	3	backed	back	VERB
iassist-887	28	4	securities	security	NOUN
iassist-887	28	5	statistics	statistic	NOUN
iassist-887	28	6	(	(	PUNCT
iassist-887	28	7	mbs	mb	NOUN
iassist-887	28	8	)	)	PUNCT
iassist-887	28	9	fannie	fannie	PROPN
iassist-887	28	10	mae	mae	PROPN
iassist-887	28	11	•	•	ADP
iassist-887	28	12	monthly	monthly	ADJ
iassist-887	28	13	reporting	reporting	NOUN
iassist-887	28	14	data	datum	NOUN
iassist-887	28	15	on	on	ADP
iassist-887	28	16	fannie	fannie	PROPN
iassist-887	28	17	mae	mae	PROPN
iassist-887	28	18	’s	’s	PART
iassist-887	28	19	mbs	mbs	PROPN
iassist-887	28	20	http://www.fanniemae.com/mbs/data/index	http://www.fanniemae.com/mbs/data/index	NOUN
iassist-887	28	21	.	.	PUNCT
iassist-887	29	1	jhtml?p	jhtml?p	NOUN
iassist-887	30	1	=	=	SYM
iassist-887	30	2	mortgage	mortgage	NOUN
iassist-887	30	3	-	-	PUNCT
iassist-887	30	4	backed+securities&s	backed+securities&s	NOUN
iassist-887	30	5	=	=	SYM
iassist-887	30	6	monthly+repor	monthly+repor	ADJ
iassist-887	30	7	ting+data	ting+data	PROPN
iassist-887	30	8	freddie	freddie	PROPN
iassist-887	30	9	mac	mac	PROPN
iassist-887	30	10	•	•	ADP
iassist-887	30	11	a	a	DET
iassist-887	30	12	variety	variety	NOUN
iassist-887	30	13	of	of	ADP
iassist-887	30	14	data	datum	NOUN
iassist-887	30	15	relating	relate	VERB
iassist-887	30	16	to	to	ADP
iassist-887	30	17	mortgage	mortgage	NOUN
iassist-887	30	18	securities	security	NOUN
iassist-887	30	19	http://www.freddiemac.com/mbs/html/security_data.html	http://www.freddiemac.com/mbs/html/security_data.html	PRON
iassist-887	30	20	inside	inside	ADP
iassist-887	30	21	mortgage	mortgage	NOUN
iassist-887	30	22	finance	finance	NOUN
iassist-887	30	23	$	$	SYM
iassist-887	30	24	•	•	NOUN
iassist-887	30	25	publisher	publisher	NOUN
iassist-887	30	26	of	of	ADP
iassist-887	30	27	mortgage	mortgage	NOUN
iassist-887	30	28	market	market	NOUN
iassist-887	30	29	statistical	statistical	ADJ
iassist-887	30	30	annual	annual	ADJ
iassist-887	30	31	and	and	CCONJ
iassist-887	30	32	various	various	ADJ
iassist-887	30	33	newsletters	newsletter	NOUN
iassist-887	30	34	containing	contain	VERB
iassist-887	30	35	the	the	DET
iassist-887	30	36	latest	late	ADJ
iassist-887	30	37	data	datum	NOUN
iassist-887	30	38	on	on	ADP
iassist-887	30	39	mbs	mb	NOUN
iassist-887	30	40	.	.	PROPN
iassist-887	30	41	credit	credit	NOUN
iassist-887	30	42	cards	card	NOUN
iassist-887	30	43	statistics	statistic	VERB
iassist-887	30	44	major	major	ADJ
iassist-887	30	45	providers	provider	NOUN
iassist-887	30	46	of	of	ADP
iassist-887	30	47	credit	credit	NOUN
iassist-887	30	48	card	card	NOUN
iassist-887	30	49	statistics	statistic	NOUN
iassist-887	30	50	tend	tend	VERB
iassist-887	30	51	to	to	PART
iassist-887	30	52	be	be	AUX
iassist-887	30	53	feebased	feebase	VERB
iassist-887	30	54	sources	source	NOUN
iassist-887	30	55	such	such	ADJ
iassist-887	30	56	as	as	ADP
iassist-887	30	57	equifax	equifax	NOUN
iassist-887	30	58	,	,	PUNCT
iassist-887	30	59	bloomberg	bloomberg	NOUN
iassist-887	30	60	,	,	PUNCT
iassist-887	30	61	and	and	CCONJ
iassist-887	30	62	snl	snl	PROPN
iassist-887	30	63	financial	financial	PROPN
iassist-887	30	64	.	.	PUNCT
iassist-887	31	1	snl	snl	PROPN
iassist-887	31	2	financial	financial	ADJ
iassist-887	31	3	$	$	SYM
iassist-887	31	4	•	•	NUM
iassist-887	31	5	information	information	NOUN
iassist-887	31	6	on	on	ADP
iassist-887	31	7	the	the	DET
iassist-887	31	8	major	major	ADJ
iassist-887	31	9	credit	credit	NOUN
iassist-887	31	10	card	card	NOUN
iassist-887	31	11	issuers	issuer	NOUN
iassist-887	31	12	(	(	PUNCT
iassist-887	31	13	american	american	PROPN
iassist-887	31	14	express	express	PROPN
iassist-887	31	15	,	,	PUNCT
iassist-887	31	16	bank	bank	PROPN
iassist-887	31	17	of	of	ADP
iassist-887	31	18	america	america	PROPN
iassist-887	31	19	,	,	PUNCT
iassist-887	31	20	jpmorgan	jpmorgan	PROPN
iassist-887	31	21	chase	chase	PROPN
iassist-887	31	22	,	,	PUNCT
iassist-887	31	23	citigroup	citigroup	NOUN
iassist-887	31	24	,	,	PUNCT
iassist-887	31	25	discover	discover	NOUN
iassist-887	31	26	)	)	PUNCT
iassist-887	31	27	○	○	ADJ
iassist-887	31	28	credit	credit	NOUN
iassist-887	31	29	card	card	NOUN
iassist-887	31	30	delinquency	delinquency	NOUN
iassist-887	31	31	data	datum	NOUN
iassist-887	31	32	30	30	NUM
iassist-887	31	33	+	+	NUM
iassist-887	31	34	day	day	NOUN
iassist-887	31	35	delinquencies	delinquency	NOUN
iassist-887	31	36	;	;	PUNCT
iassist-887	31	37	chart	chart	NOUN
iassist-887	31	38	;	;	PUNCT
iassist-887	31	39	spreadsheet	spreadsheet	NOUN
iassist-887	31	40	of	of	ADP
iassist-887	31	41	underlying	underlie	VERB
iassist-887	31	42	data	data	PROPN
iassist-887	31	43	federal	federal	PROPN
iassist-887	31	44	reserve	reserve	PROPN
iassist-887	31	45	liquidity	liquidity	PROPN
iassist-887	31	46	facilities	facility	NOUN
iassist-887	31	47	the	the	DET
iassist-887	31	48	following	follow	VERB
iassist-887	31	49	programs	program	NOUN
iassist-887	31	50	were	be	AUX
iassist-887	31	51	authorized	authorize	VERB
iassist-887	31	52	by	by	ADP
iassist-887	31	53	the	the	DET
iassist-887	31	54	board	board	NOUN
iassist-887	31	55	of	of	ADP
iassist-887	31	56	governors	governor	NOUN
iassist-887	31	57	of	of	ADP
iassist-887	31	58	the	the	DET
iassist-887	31	59	federal	federal	PROPN
iassist-887	31	60	reserve	reserve	PROPN
iassist-887	31	61	system	system	NOUN
iassist-887	31	62	under	under	ADP
iassist-887	31	63	section	section	NOUN
iassist-887	31	64	13(3	13(3	NUM
iassist-887	31	65	)	)	PUNCT
iassist-887	31	66	of	of	ADP
iassist-887	31	67	the	the	DET
iassist-887	31	68	federal	federal	PROPN
iassist-887	31	69	reserve	reserve	PROPN
iassist-887	31	70	act	act	PROPN
iassist-887	31	71	to	to	PART
iassist-887	31	72	provide	provide	VERB
iassist-887	31	73	credit	credit	NOUN
iassist-887	31	74	and	and	CCONJ
iassist-887	31	75	liquidity	liquidity	NOUN
iassist-887	31	76	during	during	ADP
iassist-887	31	77	a	a	DET
iassist-887	31	78	time	time	NOUN
iassist-887	31	79	of	of	ADP
iassist-887	31	80	financial	financial	ADJ
iassist-887	31	81	stress	stress	NOUN
iassist-887	31	82	.	.	PUNCT
iassist-887	32	1	commercial	commercial	ADJ
iassist-887	32	2	paper	paper	NOUN
iassist-887	32	3	funding	funding	NOUN
iassist-887	32	4	facility	facility	NOUN
iassist-887	32	5	(	(	PUNCT
iassist-887	32	6	cpff	cpff	PROPN
iassist-887	32	7	)	)	PUNCT
iassist-887	32	8	http://www.newyorkfed.org/markets/cpff.html	http://www.newyorkfed.org/markets/cpff.html	PROPN
iassist-887	32	9	primary	primary	ADJ
iassist-887	32	10	dealer	dealer	NOUN
iassist-887	32	11	credit	credit	NOUN
iassist-887	32	12	facility	facility	NOUN
iassist-887	32	13	(	(	PUNCT
iassist-887	32	14	pdcf	pdcf	PROPN
iassist-887	32	15	)	)	PUNCT
iassist-887	32	16	http://www.newyorkfed.org/markets/pdcf.html	http://www.newyorkfed.org/markets/pdcf.html	VERB
iassist-887	32	17	money	money	NOUN
iassist-887	32	18	market	market	NOUN
iassist-887	32	19	investor	investor	NOUN
iassist-887	32	20	funding	funding	NOUN
iassist-887	32	21	facility	facility	NOUN
iassist-887	32	22	(	(	PUNCT
iassist-887	32	23	mmiff	mmiff	ADJ
iassist-887	32	24	)	)	PUNCT
iassist-887	32	25	http://www.newyorkfed.org/markets/mmiff.html	http://www.newyorkfed.org/markets/mmiff.html	PROPN
iassist-887	32	26	term	term	NOUN
iassist-887	32	27	asset	asset	NOUN
iassist-887	32	28	-	-	PUNCT
iassist-887	32	29	backed	back	VERB
iassist-887	32	30	securities	security	NOUN
iassist-887	32	31	loan	loan	NOUN
iassist-887	32	32	facility	facility	NOUN
iassist-887	32	33	(	(	PUNCT
iassist-887	32	34	talf	talf	PROPN
iassist-887	32	35	)	)	PUNCT
iassist-887	32	36	http://www.newyorkfed.org/markets/talf.html	http://www.newyorkfed.org/markets/talf.html	PROPN
iassist-887	32	37	term	term	NOUN
iassist-887	32	38	securities	security	NOUN
iassist-887	32	39	lending	lending	NOUN
iassist-887	32	40	facility	facility	NOUN
iassist-887	32	41	(	(	PUNCT
iassist-887	32	42	tslf	tslf	NOUN
iassist-887	32	43	)	)	PUNCT
iassist-887	32	44	http://www.newyorkfed.org/markets/tslf.html	http://www.newyorkfed.org/markets/tslf.html	PRON
iassist-887	32	45	forms	form	NOUN
iassist-887	32	46	of	of	ADP
iassist-887	32	47	fed	fed	PROPN
iassist-887	32	48	lending	lending	NOUN
iassist-887	32	49	chart	chart	NOUN
iassist-887	32	50	http://www.newyorkfed.org/markets/forms_of	http://www.newyorkfed.org/markets/forms_of	PROPN
iassist-887	32	51	_	_	PRON
iassist-887	32	52	fed_lending.pdf	fed_lending.pdf	PROPN
iassist-887	32	53	other	other	ADJ
iassist-887	32	54	financial	financial	ADJ
iassist-887	32	55	data	datum	NOUN
iassist-887	32	56	●	●	NUM
iassist-887	32	57	credit	credit	NOUN
iassist-887	32	58	ratings	rating	NOUN
iassist-887	32	59	(	(	PUNCT
iassist-887	32	60	of	of	ADP
iassist-887	32	61	companies	company	NOUN
iassist-887	32	62	and	and	CCONJ
iassist-887	32	63	countries	country	NOUN
iassist-887	32	64	)	)	PUNCT
iassist-887	32	65	○	○	PROPN
iassist-887	32	66	moody	moody	PROPN
iassist-887	32	67	's	's	PART
iassist-887	32	68	,	,	PUNCT
iassist-887	32	69	standard	standard	PROPN
iassist-887	32	70	&	&	CCONJ
iassist-887	32	71	poor	poor	PROPN
iassist-887	32	72	's	's	PART
iassist-887	32	73	,	,	PUNCT
iassist-887	32	74	fitch	fitch	VERB
iassist-887	32	75	$	$	SYM
iassist-887	32	76	24	24	NUM
iassist-887	32	77	iassist	iassist	ADJ
iassist-887	32	78	quarterly	quarterly	ADJ
iassist-887	32	79	winter	winter	NOUN
iassist-887	32	80	/	/	SYM
iassist-887	32	81	spring	spring	NOUN
iassist-887	32	82	2010	2010	NUM
iassist-887	33	1	■	■	PUNCT
iassist-887	33	2	moody	moody	NOUN
iassist-887	33	3	's	's	PART
iassist-887	33	4	corporate	corporate	ADJ
iassist-887	33	5	default	default	NOUN
iassist-887	33	6	and	and	CCONJ
iassist-887	33	7	recovery	recovery	NOUN
iassist-887	33	8	rates	rate	NOUN
iassist-887	33	9	,	,	PUNCT
iassist-887	33	10	1920	1920	NUM
iassist-887	33	11	-	-	SYM
iassist-887	33	12	2009	2009	NUM
iassist-887	33	13	●	●	PUNCT
iassist-887	33	14	www.moodys.com/corporate	www.moodys.com/corporate	NUM
iassist-887	33	15	_	_	NOUN
iassist-887	33	16	default_and_recovery_rates_02_10	default_and_recovery_rates_02_10	NOUN
iassist-887	33	17	●	●	PUNCT
iassist-887	33	18	free	free	ADJ
iassist-887	33	19	registration	registration	NOUN
iassist-887	33	20	for	for	ADP
iassist-887	33	21	some	some	DET
iassist-887	33	22	reports	report	NOUN
iassist-887	33	23	;	;	PUNCT
iassist-887	33	24	a	a	DET
iassist-887	33	25	subscription	subscription	NOUN
iassist-887	33	26	is	be	AUX
iassist-887	33	27	needed	need	VERB
iassist-887	33	28	to	to	PART
iassist-887	33	29	acquire	acquire	VERB
iassist-887	33	30	most	most	ADJ
iassist-887	33	31	datasets	dataset	NOUN
iassist-887	33	32	■	■	PUNCT
iassist-887	33	33	bloomberg	bloomberg	PROPN
iassist-887	33	34	,	,	PUNCT
iassist-887	33	35	snl	snl	PROPN
iassist-887	33	36	financial	financial	ADJ
iassist-887	33	37	$	$	SYM
iassist-887	33	38	ratt	ratt	PROPN
iassist-887	33	39	historical	historical	ADJ
iassist-887	33	40	ratings	rating	NOUN
iassist-887	33	41	trends	trend	NOUN
iassist-887	33	42	2000	2000	NUM
iassist-887	33	43	-	-	SYM
iassist-887	33	44	2010	2010	NUM
iassist-887	33	45	•	•	NOUN
iassist-887	33	46	credit	credit	NOUN
iassist-887	33	47	risk	risk	NOUN
iassist-887	33	48	–	–	PUNCT
iassist-887	33	49	data	datum	NOUN
iassist-887	33	50	on	on	ADP
iassist-887	33	51	the	the	DET
iassist-887	33	52	financial	financial	ADJ
iassist-887	33	53	stability	stability	NOUN
iassist-887	33	54	of	of	ADP
iassist-887	33	55	nations	nations	PROPN
iassist-887	33	56	○	○	PROPN
iassist-887	33	57	moody	moody	PROPN
iassist-887	33	58	's	's	PART
iassist-887	33	59	,	,	PUNCT
iassist-887	33	60	standard	standard	PROPN
iassist-887	33	61	&	&	CCONJ
iassist-887	33	62	poor	poor	PROPN
iassist-887	33	63	's	's	PART
iassist-887	33	64	,	,	PUNCT
iassist-887	33	65	fitch	fitch	PROPN
iassist-887	33	66	,	,	PUNCT
iassist-887	33	67	bloomberg	bloomberg	PROPN
iassist-887	33	68	$	$	PROPN
iassist-887	33	69	○	○	PROPN
iassist-887	33	70	financial	financial	ADJ
iassist-887	33	71	soundness	soundness	NOUN
iassist-887	33	72	indicators	indicator	NOUN
iassist-887	33	73	(	(	PUNCT
iassist-887	33	74	fsis	fsis	NOUN
iassist-887	33	75	)	)	PUNCT
iassist-887	33	76	imf	imf	PROPN
iassist-887	33	77	source	source	NOUN
iassist-887	33	78	that	that	PRON
iassist-887	33	79	measures	measure	VERB
iassist-887	33	80	the	the	DET
iassist-887	33	81	capital	capital	NOUN
iassist-887	33	82	adequacy	adequacy	NOUN
iassist-887	33	83	of	of	ADP
iassist-887	33	84	deposit	deposit	NOUN
iassist-887	33	85	takers	taker	NOUN
iassist-887	33	86	.	.	PUNCT
iassist-887	34	1	meaning	mean	VERB
iassist-887	34	2	does	do	AUX
iassist-887	34	3	a	a	DET
iassist-887	34	4	certain	certain	ADJ
iassist-887	34	5	country	country	NOUN
iassist-887	34	6	’s	’s	PART
iassist-887	34	7	financial	financial	ADJ
iassist-887	34	8	institutions	institution	NOUN
iassist-887	34	9	have	have	VERB
iassist-887	34	10	enough	enough	ADJ
iassist-887	34	11	capital	capital	NOUN
iassist-887	34	12	at	at	ADP
iassist-887	34	13	hand	hand	NOUN
iassist-887	34	14	to	to	PART
iassist-887	34	15	withstand	withstand	VERB
iassist-887	34	16	shocks	shock	NOUN
iassist-887	34	17	to	to	ADP
iassist-887	34	18	their	their	PRON
iassist-887	34	19	balance	balance	NOUN
iassist-887	34	20	sheets	sheet	NOUN
iassist-887	34	21	?	?	PUNCT
iassist-887	35	1	further	far	ADV
iassist-887	35	2	reading	read	VERB
iassist-887	35	3	ashcraft	ashcraft	PROPN
iassist-887	35	4	,	,	PUNCT
iassist-887	35	5	adam	adam	PROPN
iassist-887	35	6	,	,	PUNCT
iassist-887	35	7	paul	paul	PROPN
iassist-887	35	8	goldsmith	goldsmith	PROPN
iassist-887	35	9	-	-	PUNCT
iassist-887	35	10	pinkham	pinkham	PROPN
iassist-887	35	11	,	,	PUNCT
iassist-887	35	12	and	and	CCONJ
iassist-887	35	13	james	james	PROPN
iassist-887	35	14	vickery	vickery	PROPN
iassist-887	35	15	.	.	PUNCT
iassist-887	35	16	2010	2010	NUM
iassist-887	35	17	.	.	PUNCT
iassist-887	36	1	“	"	PUNCT
iassist-887	36	2	mbs	mb	NOUN
iassist-887	36	3	ratings	rating	NOUN
iassist-887	36	4	and	and	CCONJ
iassist-887	36	5	the	the	DET
iassist-887	36	6	mortgage	mortgage	NOUN
iassist-887	36	7	credit	credit	NOUN
iassist-887	36	8	boom	boom	NOUN
iassist-887	36	9	.	.	PUNCT
iassist-887	36	10	”	"	PUNCT
iassist-887	36	11	federal	federal	PROPN
iassist-887	36	12	reserve	reserve	PROPN
iassist-887	36	13	bank	bank	PROPN
iassist-887	36	14	of	of	ADP
iassist-887	36	15	new	new	PROPN
iassist-887	36	16	york	york	PROPN
iassist-887	36	17	staff	staff	PROPN
iassist-887	36	18	report	report	NOUN
iassist-887	36	19	no	no	INTJ
iassist-887	36	20	.	.	PUNCT
iassist-887	37	1	449	449	NUM
iassist-887	37	2	.	.	PUNCT
iassist-887	38	1	blundell	blundell	PROPN
iassist-887	38	2	-	-	PUNCT
iassist-887	38	3	wignall	wignall	PROPN
iassist-887	38	4	,	,	PUNCT
iassist-887	38	5	adrian	adrian	PROPN
iassist-887	38	6	,	,	PUNCT
iassist-887	38	7	paul	paul	PROPN
iassist-887	38	8	atkinson	atkinson	PROPN
iassist-887	38	9	and	and	CCONJ
iassist-887	38	10	se	se	PROPN
iassist-887	38	11	hoon	hoon	PROPN
iassist-887	38	12	lee	lee	PROPN
iassist-887	38	13	.	.	PROPN
iassist-887	38	14	2008	2008	NUM
iassist-887	38	15	.	.	PUNCT
iassist-887	39	1	“	"	PUNCT
iassist-887	39	2	the	the	DET
iassist-887	39	3	current	current	ADJ
iassist-887	39	4	financial	financial	ADJ
iassist-887	39	5	crisis	crisis	NOUN
iassist-887	39	6	:	:	PUNCT
iassist-887	39	7	causes	cause	NOUN
iassist-887	39	8	and	and	CCONJ
iassist-887	39	9	policy	policy	NOUN
iassist-887	39	10	issues	issue	NOUN
iassist-887	39	11	.	.	PUNCT
iassist-887	39	12	”	"	PUNCT
iassist-887	40	1	financial	financial	ADJ
iassist-887	40	2	market	market	NOUN
iassist-887	40	3	trends	trend	NOUN
iassist-887	40	4	,	,	PUNCT
iassist-887	40	5	1	1	NUM
iassist-887	40	6	-	-	SYM
iassist-887	40	7	21	21	NUM
iassist-887	40	8	.	.	PUNCT
iassist-887	41	1	gramlich	gramlich	PROPN
iassist-887	41	2	,	,	PUNCT
iassist-887	41	3	edward	edward	PROPN
iassist-887	41	4	m.	m.	PROPN
iassist-887	41	5	2007	2007	NUM
iassist-887	41	6	.	.	PUNCT
iassist-887	42	1	“	"	PUNCT
iassist-887	42	2	booms	boom	NOUN
iassist-887	42	3	and	and	CCONJ
iassist-887	42	4	busts	bust	NOUN
iassist-887	42	5	:	:	PUNCT
iassist-887	42	6	the	the	DET
iassist-887	42	7	case	case	NOUN
iassist-887	42	8	of	of	ADP
iassist-887	42	9	subprime	subprime	ADJ
iassist-887	42	10	mortgages	mortgage	NOUN
iassist-887	42	11	.	.	PUNCT
iassist-887	42	12	”	"	PUNCT
iassist-887	42	13	federal	federal	PROPN
iassist-887	42	14	reserve	reserve	PROPN
iassist-887	42	15	bank	bank	PROPN
iassist-887	42	16	of	of	ADP
iassist-887	42	17	kansas	kansas	PROPN
iassist-887	42	18	city	city	PROPN
iassist-887	42	19	economic	economic	PROPN
iassist-887	42	20	review	review	PROPN
iassist-887	42	21	,	,	PUNCT
iassist-887	42	22	fourth	fourth	ADJ
iassist-887	42	23	quarter:105	quarter:105	PROPN
iassist-887	42	24	-	-	NOUN
iassist-887	42	25	113	113	NUM
iassist-887	42	26	.	.	PUNCT
iassist-887	43	1	http://www.kansascityfed.org/publicat/econrev/	http://www.kansascityfed.org/publicat/econrev/	PROPN
iassist-887	43	2	pdf/4q07gramlich.pdf	pdf/4q07gramlich.pdf	PROPN
iassist-887	43	3	jarvis	jarvis	PROPN
iassist-887	43	4	,	,	PUNCT
iassist-887	43	5	jonathan	jonathan	PROPN
iassist-887	43	6	.	.	PUNCT
iassist-887	43	7	2008	2008	NUM
iassist-887	43	8	.	.	PUNCT
iassist-887	44	1	“	"	PUNCT
iassist-887	44	2	the	the	DET
iassist-887	44	3	crisis	crisis	NOUN
iassist-887	44	4	of	of	ADP
iassist-887	44	5	credit	credit	NOUN
iassist-887	44	6	visualized	visualize	VERB
iassist-887	44	7	.	.	PUNCT
iassist-887	44	8	”	"	PUNCT
iassist-887	45	1	retrieved	retrieve	VERB
iassist-887	45	2	june	june	PROPN
iassist-887	45	3	1	1	NUM
iassist-887	45	4	,	,	PUNCT
iassist-887	45	5	2010	2010	NUM
iassist-887	45	6	from	from	ADP
iassist-887	45	7	http://vimeo.com/3261363	http://vimeo.com/3261363	DET
iassist-887	45	8	stackhouse	stackhouse	NOUN
iassist-887	45	9	,	,	PUNCT
iassist-887	45	10	julie	julie	PROPN
iassist-887	45	11	.	.	PROPN
iassist-887	45	12	2010	2010	NUM
iassist-887	45	13	.	.	PUNCT
iassist-887	46	1	the	the	DET
iassist-887	46	2	financial	financial	ADJ
iassist-887	46	3	crisis	crisis	NOUN
iassist-887	46	4	:	:	PUNCT
iassist-887	46	5	what	what	PRON
iassist-887	46	6	happened	happen	VERB
iassist-887	46	7	?	?	PUNCT
iassist-887	47	1	(	(	PUNCT
iassist-887	47	2	audio	audio	ADJ
iassist-887	47	3	version	version	NOUN
iassist-887	47	4	:	:	PUNCT
iassist-887	47	5	http://www.stlouisfed.org/	http://www.stlouisfed.org/	NOUN
iassist-887	47	6	education_resources	education_resource	NOUN
iassist-887	47	7	/	/	SYM
iassist-887	47	8	awordontheeconomy	awordontheeconomy	ADJ
iassist-887	47	9	/	/	SYM
iassist-887	47	10	player.html	player.html	PROPN
iassist-887	47	11	text	text	NOUN
iassist-887	47	12	:	:	PUNCT
iassist-887	47	13	http://www.stlouisfed.org	http://www.stlouisfed.org	PROPN
iassist-887	47	14	/	/	SYM
iassist-887	47	15	education_resources/	education_resources/	NOUN
iassist-887	47	16	awordontheeconomy	awordontheeconomy	NOUN
iassist-887	47	17	/	/	SYM
iassist-887	47	18	presentation.pdf	presentation.pdf	NOUN
iassist-887	47	19	)	)	PUNCT
iassist-887	47	20	notes	note	VERB
iassist-887	47	21	:	:	PUNCT
iassist-887	47	22	1	1	NUM
iassist-887	47	23	mary	mary	PROPN
iassist-887	47	24	tao	tao	PROPN
iassist-887	47	25	,	,	PUNCT
iassist-887	47	26	federal	federal	PROPN
iassist-887	47	27	reserve	reserve	PROPN
iassist-887	47	28	bank	bank	PROPN
iassist-887	47	29	of	of	ADP
iassist-887	47	30	new	new	PROPN
iassist-887	47	31	york	york	PROPN
iassist-887	47	32	,	,	PUNCT
iassist-887	47	33	contact	contact	NOUN
iassist-887	47	34	:	:	PUNCT
iassist-887	47	35	mary.tao@ny.frb.org	mary.tao@ny.frb.org	NOUN
iassist-887	47	36	the	the	DET
iassist-887	47	37	views	view	NOUN
iassist-887	47	38	expressed	express	VERB
iassist-887	47	39	are	be	AUX
iassist-887	47	40	those	those	PRON
iassist-887	47	41	of	of	ADP
iassist-887	47	42	the	the	DET
iassist-887	47	43	author	author	NOUN
iassist-887	47	44	and	and	CCONJ
iassist-887	47	45	do	do	AUX
iassist-887	47	46	not	not	PART
iassist-887	47	47	necessarily	necessarily	ADV
iassist-887	47	48	reflect	reflect	VERB
iassist-887	47	49	the	the	DET
iassist-887	47	50	position	position	NOUN
iassist-887	47	51	of	of	ADP
iassist-887	47	52	the	the	DET
iassist-887	47	53	federal	federal	PROPN
iassist-887	47	54	reserve	reserve	PROPN
iassist-887	47	55	bank	bank	PROPN
iassist-887	47	56	of	of	ADP
iassist-887	47	57	new	new	PROPN
iassist-887	47	58	york	york	PROPN
iassist-887	47	59	or	or	CCONJ
iassist-887	47	60	the	the	DET
iassist-887	47	61	federal	federal	PROPN
iassist-887	47	62	reserve	reserve	PROPN
iassist-887	47	63	system	system	NOUN
iassist-887	47	64	.	.	PUNCT