id	sid	tid	token	lemma	pos
news-007147	1	1	closing	close	VERB
news-007147	1	2	the	the	DET
news-007147	1	3	book	book	NOUN
news-007147	1	4	on	on	ADP
news-007147	1	5	research	research	NOUN
news-007147	1	6	that	that	PRON
news-007147	1	7	actually	actually	ADV
news-007147	1	8	made	make	VERB
news-007147	1	9	a	a	DET
news-007147	1	10	difference	difference	NOUN
news-007147	1	11	|	|	ADP
news-007147	1	12	news	news	NOUN
news-007147	1	13	|	|	PROPN
news-007147	1	14	notre	notre	PROPN
news-007147	1	15	dame	dame	PROPN
news-007147	1	16	news	news	PROPN
news-007147	1	17	|	|	PROPN
news-007147	1	18	university	university	PROPN
news-007147	1	19	of	of	ADP
news-007147	1	20	notre	notre	PROPN
news-007147	1	21	dame	dame	PROPN
news-007147	1	22	skip	skip	VERB
news-007147	1	23	to	to	ADP
news-007147	1	24	content	content	NOUN
news-007147	1	25	skip	skip	VERB
news-007147	1	26	to	to	ADP
news-007147	1	27	navigation	navigation	NOUN
news-007147	1	28	skip	skip	VERB
news-007147	1	29	to	to	PART
news-007147	1	30	search	search	VERB
news-007147	1	31	university	university	PROPN
news-007147	1	32	of	of	ADP
news-007147	1	33	notre	notre	PROPN
news-007147	1	34	dame	dame	PROPN
news-007147	1	35	notre	notre	PROPN
news-007147	1	36	dame	dame	PROPN
news-007147	1	37	news	news	PROPN
news-007147	1	38	experts	expert	NOUN
news-007147	1	39	nd	nd	PROPN
news-007147	1	40	in	in	ADP
news-007147	1	41	the	the	DET
news-007147	1	42	news	news	NOUN
news-007147	1	43	subscribe	subscribe	NOUN
news-007147	1	44	about	about	ADP
news-007147	1	45	us	us	PROPN
news-007147	1	46	home	home	NOUN
news-007147	1	47	contact	contact	NOUN
news-007147	1	48	search	search	NOUN
news-007147	1	49	menu	menu	NOUN
news-007147	1	50	home	home	ADV
news-007147	1	51	›	›	ADP
news-007147	1	52	news	news	NOUN
news-007147	1	53	›	›	ADP
news-007147	1	54	closing	close	VERB
news-007147	1	55	the	the	DET
news-007147	1	56	book	book	NOUN
news-007147	1	57	on	on	ADP
news-007147	1	58	research	research	NOUN
news-007147	1	59	that	that	PRON
news-007147	1	60	actually	actually	ADV
news-007147	1	61	made	make	VERB
news-007147	1	62	a	a	DET
news-007147	1	63	difference	difference	NOUN
news-007147	1	64	closing	close	VERB
news-007147	1	65	the	the	DET
news-007147	1	66	book	book	NOUN
news-007147	1	67	on	on	ADP
news-007147	1	68	research	research	NOUN
news-007147	1	69	that	that	PRON
news-007147	1	70	actually	actually	ADV
news-007147	1	71	made	make	VERB
news-007147	1	72	a	a	DET
news-007147	1	73	difference	difference	NOUN
news-007147	1	74	published	publish	VERB
news-007147	1	75	:	:	PUNCT
news-007147	1	76	january	january	PROPN
news-007147	1	77	28	28	NUM
news-007147	1	78	,	,	PUNCT
news-007147	1	79	1999	1999	NUM
news-007147	1	80	author	author	NOUN
news-007147	1	81	:	:	PUNCT
news-007147	1	82	barron	barron	NOUN
news-007147	1	83	's	's	PART
news-007147	1	84	who	who	PRON
news-007147	1	85	says	say	VERB
news-007147	1	86	academics	academic	NOUN
news-007147	1	87	ca	can	AUX
news-007147	1	88	n’t	not	PART
news-007147	1	89	make	make	VERB
news-007147	1	90	things	thing	NOUN
news-007147	1	91	happen	happen	VERB
news-007147	1	92	?	?	PUNCT
news-007147	2	1	the	the	DET
news-007147	2	2	five	five	NUM
news-007147	2	3	years	year	NOUN
news-007147	2	4	since	since	SCONJ
news-007147	2	5	a	a	DET
news-007147	2	6	couple	couple	NOUN
news-007147	2	7	of	of	ADP
news-007147	2	8	finance	finance	NOUN
news-007147	2	9	professors	professor	NOUN
news-007147	2	10	began	begin	VERB
news-007147	2	11	circulating	circulate	VERB
news-007147	2	12	their	their	PRON
news-007147	2	13	suspicions	suspicion	NOUN
news-007147	2	14	that	that	SCONJ
news-007147	2	15	nasdaq	nasdaq	PROPN
news-007147	2	16	makers	maker	NOUN
news-007147	2	17	were	be	AUX
news-007147	2	18	profiting	profit	VERB
news-007147	2	19	from	from	ADP
news-007147	2	20	maintaining	maintain	VERB
news-007147	2	21	artificially	artificially	ADV
news-007147	2	22	wide	wide	ADJ
news-007147	2	23	spreads	spread	NOUN
news-007147	2	24	on	on	ADP
news-007147	2	25	customers	customer	NOUN
news-007147	2	26	’	’	PART
news-007147	2	27	trades	trade	NOUN
news-007147	2	28	have	have	AUX
news-007147	2	29	seen	see	VERB
news-007147	2	30	no	no	DET
news-007147	2	31	less	less	ADJ
news-007147	2	32	than	than	ADP
news-007147	2	33	a	a	DET
news-007147	2	34	restructuring	restructuring	NOUN
news-007147	2	35	of	of	ADP
news-007147	2	36	the	the	DET
news-007147	2	37	nasdaq	nasdaq	PROPN
news-007147	2	38	,	,	PUNCT
news-007147	2	39	which	which	PRON
news-007147	2	40	is	be	AUX
news-007147	2	41	spending	spend	VERB
news-007147	2	42	$	$	SYM
news-007147	2	43	100	100	NUM
news-007147	2	44	million	million	NUM
news-007147	2	45	on	on	ADP
news-007147	2	46	improved	improve	VERB
news-007147	2	47	surveillance	surveillance	NOUN
news-007147	2	48	,	,	PUNCT
news-007147	2	49	a	a	DET
news-007147	2	50	record	record	NOUN
news-007147	2	51	$	$	SYM
news-007147	2	52	1.03	1.03	NUM
news-007147	2	53	billion	billion	NUM
news-007147	2	54	settlement	settlement	NOUN
news-007147	2	55	of	of	ADP
news-007147	2	56	a	a	DET
news-007147	2	57	class	class	NOUN
news-007147	2	58	-	-	PUNCT
news-007147	2	59	action	action	NOUN
news-007147	2	60	investor	investor	NOUN
news-007147	2	61	lawsuit	lawsuit	NOUN
news-007147	2	62	with	with	ADP
news-007147	2	63	dealers	dealer	NOUN
news-007147	2	64	alleged	allege	VERB
news-007147	2	65	to	to	PART
news-007147	2	66	have	have	AUX
news-007147	2	67	overcharged	overcharge	VERB
news-007147	2	68	them	they	PRON
news-007147	2	69	and	and	CCONJ
news-007147	2	70	$	$	SYM
news-007147	2	71	26.3	26.3	NUM
news-007147	2	72	million	million	NUM
news-007147	2	73	in	in	ADP
news-007147	2	74	sec	sec	PROPN
news-007147	2	75	fines	fine	NOUN
news-007147	2	76	against	against	ADP
news-007147	2	77	28	28	NUM
news-007147	2	78	securities	security	NOUN
news-007147	2	79	firms.p	firms.p	PROPN
news-007147	2	80	.	.	PUNCT
news-007147	3	1	the	the	DET
news-007147	3	2	fines	fine	NOUN
news-007147	3	3	,	,	PUNCT
news-007147	3	4	announced	announce	VERB
news-007147	3	5	last	last	ADJ
news-007147	3	6	week	week	NOUN
news-007147	3	7	,	,	PUNCT
news-007147	3	8	end	end	VERB
news-007147	3	9	a	a	DET
news-007147	3	10	saga	saga	NOUN
news-007147	3	11	inspired	inspire	VERB
news-007147	3	12	by	by	ADP
news-007147	3	13	a	a	DET
news-007147	3	14	paper	paper	NOUN
news-007147	3	15	written	write	VERB
news-007147	3	16	by	by	ADP
news-007147	3	17	william	william	PROPN
news-007147	3	18	christie	christie	PROPN
news-007147	3	19	,	,	PUNCT
news-007147	3	20	of	of	ADP
news-007147	3	21	vanderbilt	vanderbilt	PROPN
news-007147	3	22	university	university	PROPN
news-007147	3	23	,	,	PUNCT
news-007147	3	24	and	and	CCONJ
news-007147	3	25	paul	paul	PROPN
news-007147	3	26	schultz	schultz	PROPN
news-007147	3	27	,	,	PUNCT
news-007147	3	28	now	now	ADV
news-007147	3	29	of	of	ADP
news-007147	3	30	the	the	DET
news-007147	3	31	university	university	PROPN
news-007147	3	32	of	of	ADP
news-007147	3	33	notre	notre	PROPN
news-007147	3	34	dame	dame	PROPN
news-007147	3	35	,	,	PUNCT
news-007147	3	36	who	who	PRON
news-007147	3	37	was	be	AUX
news-007147	3	38	at	at	ADP
news-007147	3	39	ohio	ohio	PROPN
news-007147	3	40	state	state	PROPN
news-007147	3	41	when	when	SCONJ
news-007147	3	42	the	the	DET
news-007147	3	43	paper	paper	NOUN
news-007147	3	44	was	be	AUX
news-007147	3	45	published	publish	VERB
news-007147	3	46	in	in	ADP
news-007147	3	47	the	the	DET
news-007147	3	48	journal	journal	NOUN
news-007147	3	49	of	of	ADP
news-007147	3	50	finance	finance	NOUN
news-007147	3	51	in	in	ADP
news-007147	3	52	1994	1994	NUM
news-007147	3	53	.	.	PUNCT
news-007147	4	1	despite	despite	SCONJ
news-007147	4	2	widespread	widespread	ADJ
news-007147	4	3	acknowledgment	acknowledgment	NOUN
news-007147	4	4	that	that	SCONJ
news-007147	4	5	the	the	DET
news-007147	4	6	paper	paper	NOUN
news-007147	4	7	,	,	PUNCT
news-007147	4	8	“	"	PUNCT
news-007147	4	9	why	why	SCONJ
news-007147	4	10	do	do	AUX
news-007147	4	11	nasdaq	nasdaq	PROPN
news-007147	4	12	market	market	NOUN
news-007147	4	13	makers	maker	NOUN
news-007147	4	14	avoid	avoid	VERB
news-007147	4	15	odd	odd	ADJ
news-007147	4	16	-	-	PUNCT
news-007147	4	17	eighth	eighth	ADJ
news-007147	4	18	quotes	quote	NOUN
news-007147	4	19	?	?	PUNCT
news-007147	4	20	”	"	PUNCT
news-007147	4	21	spurred	spur	VERB
news-007147	4	22	the	the	DET
news-007147	4	23	suits	suit	NOUN
news-007147	4	24	as	as	ADV
news-007147	4	25	well	well	ADV
news-007147	4	26	as	as	ADP
news-007147	4	27	government	government	NOUN
news-007147	4	28	probes	probe	NOUN
news-007147	4	29	that	that	PRON
news-007147	4	30	resulted	result	VERB
news-007147	4	31	in	in	ADP
news-007147	4	32	sweeping	sweeping	ADJ
news-007147	4	33	changes	change	NOUN
news-007147	4	34	,	,	PUNCT
news-007147	4	35	the	the	DET
news-007147	4	36	professors	professor	NOUN
news-007147	4	37	were	be	AUX
news-007147	4	38	scarcely	scarcely	ADV
news-007147	4	39	mentioned	mention	VERB
news-007147	4	40	in	in	ADP
news-007147	4	41	last	last	ADJ
news-007147	4	42	week	week	NOUN
news-007147	4	43	’s	’s	PART
news-007147	4	44	coverage.p	coverage.p	PROPN
news-007147	4	45	.	.	PUNCT
news-007147	5	1	still	still	ADV
news-007147	5	2	,	,	PUNCT
news-007147	5	3	schultz	schultz	PROPN
news-007147	5	4	thinks	think	VERB
news-007147	5	5	he	he	PRON
news-007147	5	6	and	and	CCONJ
news-007147	5	7	christie	christie	NOUN
news-007147	5	8	have	have	AUX
news-007147	5	9	“	"	PUNCT
news-007147	5	10	definitely	definitely	ADV
news-007147	5	11	been	be	AUX
news-007147	5	12	vindicated	vindicate	VERB
news-007147	5	13	.	.	PUNCT
news-007147	5	14	”	"	PUNCT
news-007147	6	1	he	he	PRON
news-007147	6	2	notes	note	VERB
news-007147	6	3	that	that	SCONJ
news-007147	6	4	when	when	SCONJ
news-007147	6	5	the	the	DET
news-007147	6	6	research	research	NOUN
news-007147	6	7	was	be	AUX
news-007147	6	8	first	first	ADV
news-007147	6	9	publicized	publicize	VERB
news-007147	6	10	,	,	PUNCT
news-007147	6	11	“	"	PUNCT
news-007147	6	12	person	person	NOUN
news-007147	6	13	after	after	SCONJ
news-007147	6	14	person	person	NOUN
news-007147	6	15	said	say	VERB
news-007147	6	16	we	we	PRON
news-007147	6	17	were	be	AUX
news-007147	6	18	nuts	nuts	ADJ
news-007147	6	19	.	.	PUNCT
news-007147	6	20	”	"	PUNCT
news-007147	7	1	he	he	PRON
news-007147	7	2	adds	add	VERB
news-007147	7	3	that	that	SCONJ
news-007147	7	4	the	the	DET
news-007147	7	5	nasdaq	nasdaq	PROPN
news-007147	7	6	“	"	PUNCT
news-007147	7	7	is	be	AUX
news-007147	7	8	a	a	DET
news-007147	7	9	much	much	ADV
news-007147	7	10	better	well	ADJ
news-007147	7	11	place	place	NOUN
news-007147	7	12	to	to	PART
news-007147	7	13	trade	trade	VERB
news-007147	7	14	than	than	SCONJ
news-007147	7	15	it	it	PRON
news-007147	7	16	used	use	VERB
news-007147	7	17	to	to	PART
news-007147	7	18	be	be	AUX
news-007147	7	19	,	,	PUNCT
news-007147	7	20	”	"	PUNCT
news-007147	7	21	and	and	CCONJ
news-007147	7	22	deserves	deserve	VERB
news-007147	7	23	some	some	DET
news-007147	7	24	credit	credit	NOUN
news-007147	7	25	for	for	ADP
news-007147	7	26	making	make	VERB
news-007147	7	27	“	"	PUNCT
news-007147	7	28	huge	huge	ADJ
news-007147	7	29	reforms	reform	NOUN
news-007147	7	30	.	.	PUNCT
news-007147	8	1	”p	”p	PROPN
news-007147	8	2	.	.	PUNCT
news-007147	9	1	christie	christie	PROPN
news-007147	9	2	agrees	agree	VERB
news-007147	9	3	.	.	PUNCT
news-007147	10	1	“	"	PUNCT
news-007147	10	2	most	most	ADJ
news-007147	10	3	things	thing	NOUN
news-007147	10	4	we	we	PRON
news-007147	10	5	write	write	VERB
news-007147	10	6	nobody	nobody	PRON
news-007147	10	7	ever	ever	ADV
news-007147	10	8	reads	read	VERB
news-007147	10	9	,	,	PUNCT
news-007147	10	10	”	"	PUNCT
news-007147	10	11	he	he	PRON
news-007147	10	12	says	say	VERB
news-007147	10	13	,	,	PUNCT
news-007147	10	14	adding	add	VERB
news-007147	10	15	that	that	SCONJ
news-007147	10	16	“	"	PUNCT
news-007147	10	17	to	to	PART
news-007147	10	18	have	have	AUX
news-007147	10	19	had	have	AUX
news-007147	10	20	an	an	DET
news-007147	10	21	impact	impact	NOUN
news-007147	10	22	is	be	AUX
news-007147	10	23	really	really	ADV
news-007147	10	24	neat	neat	ADJ
news-007147	10	25	.	.	PUNCT
news-007147	10	26	”	"	PUNCT
news-007147	11	1	although	although	SCONJ
news-007147	11	2	he	he	PRON
news-007147	11	3	says	say	VERB
news-007147	11	4	his	his	PRON
news-007147	11	5	most	most	ADV
news-007147	11	6	popular	popular	ADJ
news-007147	11	7	lecture	lecture	NOUN
news-007147	11	8	is	be	AUX
news-007147	11	9	on	on	ADP
news-007147	11	10	the	the	DET
news-007147	11	11	nasdaq	nasdaq	PROPN
news-007147	11	12	,	,	PUNCT
news-007147	11	13	he	he	PRON
news-007147	11	14	concedes	concede	VERB
news-007147	11	15	that	that	SCONJ
news-007147	11	16	the	the	DET
news-007147	11	17	students	student	NOUN
news-007147	11	18	“	"	PUNCT
news-007147	11	19	get	get	VERB
news-007147	11	20	a	a	DET
news-007147	11	21	lot	lot	NOUN
news-007147	11	22	more	more	ADV
news-007147	11	23	excited	excited	ADJ
news-007147	11	24	when	when	SCONJ
news-007147	11	25	they	they	PRON
news-007147	11	26	see	see	VERB
news-007147	11	27	me	i	PRON
news-007147	11	28	quoted	quote	VERB
news-007147	11	29	in	in	ADP
news-007147	11	30	the	the	DET
news-007147	11	31	press	press	NOUN
news-007147	11	32	.	.	PUNCT
news-007147	11	33	”	"	PUNCT
news-007147	12	1	schultz	schultz	ADV
news-007147	12	2	,	,	PUNCT
news-007147	12	3	who	who	PRON
news-007147	12	4	is	be	AUX
news-007147	12	5	currently	currently	ADV
news-007147	12	6	looking	look	VERB
news-007147	12	7	into	into	ADP
news-007147	12	8	the	the	DET
news-007147	12	9	costs	cost	NOUN
news-007147	12	10	of	of	ADP
news-007147	12	11	trading	trade	VERB
news-007147	12	12	corporate	corporate	ADJ
news-007147	12	13	bonds	bond	NOUN
news-007147	12	14	,	,	PUNCT
news-007147	12	15	says	say	VERB
news-007147	12	16	that	that	SCONJ
news-007147	12	17	being	be	AUX
news-007147	12	18	in	in	ADP
news-007147	12	19	the	the	DET
news-007147	12	20	limelight	limelight	NOUN
news-007147	12	21	“	"	PUNCT
news-007147	12	22	helps	help	VERB
news-007147	12	23	the	the	DET
news-007147	12	24	students	student	NOUN
news-007147	12	25	realize	realize	VERB
news-007147	12	26	the	the	DET
news-007147	12	27	relevance	relevance	NOUN
news-007147	12	28	of	of	ADP
news-007147	12	29	the	the	DET
news-007147	12	30	research	research	NOUN
news-007147	12	31	we	we	PRON
news-007147	12	32	do	do	VERB
news-007147	12	33	.	.	PUNCT
news-007147	12	34	”	"	PUNCT
news-007147	13	1	but	but	CCONJ
news-007147	13	2	he	he	PRON
news-007147	13	3	views	view	VERB
news-007147	13	4	the	the	DET
news-007147	13	5	notoriety	notoriety	NOUN
news-007147	13	6	as	as	ADP
news-007147	13	7	something	something	PRON
news-007147	13	8	of	of	ADP
news-007147	13	9	a	a	DET
news-007147	13	10	mixed	mixed	ADJ
news-007147	13	11	blessing	blessing	NOUN
news-007147	13	12	.	.	PUNCT
news-007147	14	1	although	although	SCONJ
news-007147	14	2	his	his	PRON
news-007147	14	3	academic	academic	ADJ
news-007147	14	4	peers	peer	NOUN
news-007147	14	5	“	"	PUNCT
news-007147	14	6	do	do	AUX
news-007147	14	7	care	care	VERB
news-007147	14	8	about	about	ADP
news-007147	14	9	making	make	VERB
news-007147	14	10	changes	change	NOUN
news-007147	14	11	,	,	PUNCT
news-007147	14	12	”	"	PUNCT
news-007147	14	13	they	they	PRON
news-007147	14	14	’re	’re	VERB
news-007147	14	15	“	"	PUNCT
news-007147	14	16	not	not	PART
news-007147	14	17	much	much	ADV
news-007147	14	18	impressed	impressed	ADJ
news-007147	14	19	by	by	ADP
news-007147	14	20	the	the	DET
news-007147	14	21	publicity	publicity	NOUN
news-007147	14	22	.	.	PUNCT
news-007147	14	23	”	"	PUNCT
news-007147	15	1	topicid	topicid	PROPN
news-007147	15	2	:	:	PUNCT
news-007147	15	3	364	364	NUM
news-007147	15	4	home	home	NOUN
news-007147	15	5	experts	expert	NOUN
news-007147	15	6	nd	nd	PROPN
news-007147	15	7	in	in	ADP
news-007147	15	8	the	the	DET
news-007147	15	9	news	news	NOUN
news-007147	15	10	subscribe	subscribe	NOUN
news-007147	15	11	about	about	ADP
news-007147	15	12	us	we	PRON
news-007147	15	13	for	for	ADP
news-007147	15	14	the	the	DET
news-007147	15	15	media	medium	NOUN
news-007147	15	16	contact	contact	NOUN
news-007147	15	17	office	office	NOUN
news-007147	15	18	of	of	ADP
news-007147	15	19	public	public	ADJ
news-007147	15	20	affairs	affair	NOUN
news-007147	15	21	and	and	CCONJ
news-007147	15	22	communications	communication	NOUN
news-007147	15	23	notre	notre	PROPN
news-007147	15	24	dame	dame	PROPN
news-007147	15	25	news	news	NOUN
news-007147	15	26	500	500	NUM
news-007147	15	27	grace	grace	NOUN
news-007147	15	28	hall	hall	PROPN
news-007147	15	29	notre	notre	PROPN
news-007147	15	30	dame	dame	NOUN
news-007147	15	31	,	,	PUNCT
news-007147	15	32	in	in	ADP
news-007147	15	33	46556	46556	NUM
news-007147	15	34	usa	usa	PROPN
news-007147	15	35	facebook	facebook	PROPN
news-007147	15	36	twitter	twitter	PROPN
news-007147	15	37	instagram	instagram	PROPN
news-007147	15	38	youtube	youtube	PROPN
news-007147	15	39	pinterest	pinterest	PROPN
news-007147	15	40	©	©	NUM
news-007147	15	41	2022	2022	NUM
news-007147	15	42	university	university	PROPN
news-007147	15	43	of	of	ADP
news-007147	15	44	notre	notre	PROPN
news-007147	15	45	dame	dame	PROPN
news-007147	15	46	search	search	NOUN
news-007147	15	47	mobile	mobile	ADJ
news-007147	15	48	app	app	NOUN
news-007147	15	49	news	news	NOUN
news-007147	15	50	events	event	NOUN
news-007147	15	51	visit	visit	VERB
news-007147	15	52	accessibility	accessibility	NOUN
news-007147	15	53	facebook	facebook	PROPN
news-007147	15	54	twitter	twitter	PROPN
news-007147	15	55	instagram	instagram	PROPN
news-007147	15	56	youtube	youtube	PROPN
news-007147	15	57	linkedin	linkedin	VERB