id	sid	tid	token	lemma	pos
news-002211	1	1	following	follow	VERB
news-002211	1	2	the	the	DET
news-002211	1	3	crowd	crowd	NOUN
news-002211	1	4	:	:	PUNCT
news-002211	1	5	new	new	ADJ
news-002211	1	6	study	study	NOUN
news-002211	1	7	shows	show	VERB
news-002211	1	8	how	how	SCONJ
news-002211	1	9	to	to	PART
news-002211	1	10	improve	improve	VERB
news-002211	1	11	group	group	NOUN
news-002211	1	12	consensus	consensus	NOUN
news-002211	1	13	|	|	PROPN
news-002211	1	14	news	news	NOUN
news-002211	1	15	|	|	PROPN
news-002211	1	16	notre	notre	PROPN
news-002211	1	17	dame	dame	PROPN
news-002211	1	18	news	news	PROPN
news-002211	1	19	|	|	PROPN
news-002211	1	20	university	university	PROPN
news-002211	1	21	of	of	ADP
news-002211	1	22	notre	notre	PROPN
news-002211	1	23	dame	dame	PROPN
news-002211	1	24	skip	skip	VERB
news-002211	1	25	to	to	ADP
news-002211	1	26	content	content	NOUN
news-002211	1	27	skip	skip	VERB
news-002211	1	28	to	to	ADP
news-002211	1	29	navigation	navigation	NOUN
news-002211	1	30	skip	skip	VERB
news-002211	1	31	to	to	PART
news-002211	1	32	search	search	VERB
news-002211	1	33	university	university	PROPN
news-002211	1	34	of	of	ADP
news-002211	1	35	notre	notre	PROPN
news-002211	1	36	dame	dame	PROPN
news-002211	1	37	notre	notre	PROPN
news-002211	1	38	dame	dame	PROPN
news-002211	1	39	news	news	PROPN
news-002211	1	40	experts	expert	NOUN
news-002211	1	41	nd	nd	PROPN
news-002211	1	42	in	in	ADP
news-002211	1	43	the	the	DET
news-002211	1	44	news	news	NOUN
news-002211	1	45	subscribe	subscribe	NOUN
news-002211	1	46	about	about	ADP
news-002211	1	47	us	us	PROPN
news-002211	1	48	home	home	NOUN
news-002211	1	49	contact	contact	NOUN
news-002211	1	50	search	search	NOUN
news-002211	1	51	menu	menu	NOUN
news-002211	1	52	home	home	ADV
news-002211	1	53	›	›	ADP
news-002211	1	54	news	news	NOUN
news-002211	1	55	›	›	ADP
news-002211	1	56	following	follow	VERB
news-002211	1	57	the	the	DET
news-002211	1	58	crowd	crowd	NOUN
news-002211	1	59	:	:	PUNCT
news-002211	1	60	new	new	ADJ
news-002211	1	61	study	study	NOUN
news-002211	1	62	shows	show	VERB
news-002211	1	63	how	how	SCONJ
news-002211	1	64	to	to	PART
news-002211	1	65	improve	improve	VERB
news-002211	1	66	group	group	NOUN
news-002211	1	67	consensus	consensus	NOUN
news-002211	1	68	following	follow	VERB
news-002211	1	69	the	the	DET
news-002211	1	70	crowd	crowd	NOUN
news-002211	1	71	:	:	PUNCT
news-002211	1	72	new	new	ADJ
news-002211	1	73	study	study	NOUN
news-002211	1	74	shows	show	VERB
news-002211	1	75	how	how	SCONJ
news-002211	1	76	to	to	PART
news-002211	1	77	improve	improve	VERB
news-002211	1	78	group	group	NOUN
news-002211	1	79	consensus	consensus	NOUN
news-002211	1	80	published	publish	VERB
news-002211	1	81	:	:	PUNCT
news-002211	1	82	march	march	PROPN
news-002211	1	83	11	11	NUM
news-002211	1	84	,	,	PUNCT
news-002211	1	85	2019	2019	NUM
news-002211	1	86	author	author	NOUN
news-002211	1	87	:	:	PUNCT
news-002211	1	88	shannon	shannon	PROPN
news-002211	1	89	roddel	roddel	PROPN
news-002211	1	90	crowd	crowd	NOUN
news-002211	1	91	-	-	PUNCT
news-002211	1	92	sourcing	sourcing	NOUN
news-002211	1	93	if	if	SCONJ
news-002211	1	94	you	you	PRON
news-002211	1	95	consult	consult	VERB
news-002211	1	96	angie	angie	NOUN
news-002211	1	97	’s	’s	PART
news-002211	1	98	list	list	NOUN
news-002211	1	99	before	before	ADP
news-002211	1	100	hiring	hire	VERB
news-002211	1	101	a	a	DET
news-002211	1	102	plumber	plumber	NOUN
news-002211	1	103	or	or	CCONJ
news-002211	1	104	a	a	DET
news-002211	1	105	landscaper	landscaper	NOUN
news-002211	1	106	,	,	PUNCT
news-002211	1	107	yelp	yelp	NOUN
news-002211	1	108	before	before	ADP
news-002211	1	109	making	make	VERB
news-002211	1	110	a	a	DET
news-002211	1	111	reservation	reservation	NOUN
news-002211	1	112	at	at	ADP
news-002211	1	113	a	a	DET
news-002211	1	114	new	new	ADJ
news-002211	1	115	restaurant	restaurant	NOUN
news-002211	1	116	or	or	CCONJ
news-002211	1	117	consumer	consumer	NOUN
news-002211	1	118	reports	report	NOUN
news-002211	1	119	before	before	ADP
news-002211	1	120	upgrading	upgrade	VERB
news-002211	1	121	your	your	PRON
news-002211	1	122	electronics	electronic	NOUN
news-002211	1	123	,	,	PUNCT
news-002211	1	124	you	you	PRON
news-002211	1	125	’re	’re	VERB
news-002211	1	126	not	not	PART
news-002211	1	127	alone	alone	ADJ
news-002211	1	128	.	.	PUNCT
news-002211	1	129	  	  	SPACE
news-002211	2	1	the	the	DET
news-002211	2	2	growing	grow	VERB
news-002211	2	3	number	number	NOUN
news-002211	2	4	of	of	ADP
news-002211	2	5	crowd	crowd	NOUN
news-002211	2	6	-	-	PUNCT
news-002211	2	7	sourcing	source	VERB
news-002211	2	8	sites	site	NOUN
news-002211	2	9	shows	show	VERB
news-002211	2	10	the	the	DET
news-002211	2	11	extent	extent	NOUN
news-002211	2	12	to	to	PART
news-002211	2	13	which	which	PRON
news-002211	2	14	consumers	consumer	NOUN
news-002211	2	15	rely	rely	VERB
news-002211	2	16	on	on	ADP
news-002211	2	17	popular	popular	ADJ
news-002211	2	18	opinion	opinion	NOUN
news-002211	2	19	.	.	PUNCT
news-002211	3	1	new	new	ADJ
news-002211	3	2	research	research	NOUN
news-002211	3	3	from	from	ADP
news-002211	3	4	the	the	DET
news-002211	3	5	university	university	PROPN
news-002211	3	6	of	of	ADP
news-002211	3	7	notre	notre	PROPN
news-002211	3	8	dame	dame	NOUN
news-002211	3	9	has	have	AUX
news-002211	3	10	found	find	VERB
news-002211	3	11	a	a	DET
news-002211	3	12	way	way	NOUN
news-002211	3	13	to	to	PART
news-002211	3	14	improve	improve	VERB
news-002211	3	15	their	their	PRON
news-002211	3	16	accuracy	accuracy	NOUN
news-002211	3	17	.	.	PUNCT
news-002211	3	18	  	  	SPACE
news-002211	4	1	“	"	PUNCT
news-002211	4	2	harnessing	harness	VERB
news-002211	4	3	the	the	DET
news-002211	4	4	wisdom	wisdom	NOUN
news-002211	4	5	of	of	ADP
news-002211	4	6	crowds	crowd	NOUN
news-002211	4	7	”	"	PUNCT
news-002211	4	8	is	be	AUX
news-002211	4	9	forthcoming	forthcoming	ADJ
news-002211	4	10	in	in	ADP
news-002211	4	11	the	the	DET
news-002211	4	12	journal	journal	NOUN
news-002211	4	13	management	management	NOUN
news-002211	4	14	science	science	NOUN
news-002211	4	15	.	.	PUNCT
news-002211	5	1	written	write	VERB
news-002211	5	2	by	by	ADP
news-002211	5	3	zhi	zhi	PROPN
news-002211	5	4	da	da	PROPN
news-002211	5	5	,	,	PUNCT
news-002211	5	6	professor	professor	NOUN
news-002211	5	7	of	of	ADP
news-002211	5	8	finance	finance	NOUN
news-002211	5	9	in	in	ADP
news-002211	5	10	notre	notre	PROPN
news-002211	5	11	dame	dame	NOUN
news-002211	5	12	’s	’s	PART
news-002211	5	13	mendoza	mendoza	PROPN
news-002211	5	14	college	college	PROPN
news-002211	5	15	of	of	ADP
news-002211	5	16	business	business	NOUN
news-002211	5	17	,	,	PUNCT
news-002211	5	18	and	and	CCONJ
news-002211	5	19	xing	xing	PROPN
news-002211	5	20	huang	huang	PROPN
news-002211	5	21	of	of	ADP
news-002211	5	22	washington	washington	PROPN
news-002211	5	23	university	university	PROPN
news-002211	5	24	in	in	ADP
news-002211	5	25	st	st	PROPN
news-002211	5	26	.	.	PROPN
news-002211	5	27	louis	louis	PROPN
news-002211	5	28	,	,	PUNCT
news-002211	5	29	the	the	DET
news-002211	5	30	study	study	NOUN
news-002211	5	31	examines	examine	VERB
news-002211	5	32	the	the	DET
news-002211	5	33	effect	effect	NOUN
news-002211	5	34	of	of	ADP
news-002211	5	35	“	"	PUNCT
news-002211	5	36	herding	herd	VERB
news-002211	5	37	”	"	PUNCT
news-002211	5	38	on	on	ADP
news-002211	5	39	the	the	DET
news-002211	5	40	accuracy	accuracy	NOUN
news-002211	5	41	of	of	ADP
news-002211	5	42	quarterly	quarterly	ADJ
news-002211	5	43	earnings	earning	NOUN
news-002211	5	44	estimations	estimation	NOUN
news-002211	5	45	on	on	ADP
news-002211	5	46	the	the	DET
news-002211	5	47	crowd	crowd	NOUN
news-002211	5	48	-	-	PUNCT
news-002211	5	49	sourcing	source	VERB
news-002211	5	50	platform	platform	NOUN
news-002211	5	51	estimize.com	estimize.com	SPACE
news-002211	5	52	.	.	PUNCT
news-002211	6	1	estimize	estimize	PROPN
news-002211	6	2	provides	provide	VERB
news-002211	6	3	quarterly	quarterly	ADJ
news-002211	6	4	earnings	earning	NOUN
news-002211	6	5	-	-	PUNCT
news-002211	6	6	per	per	ADP
news-002211	6	7	-	-	PUNCT
news-002211	6	8	share	share	NOUN
news-002211	6	9	estimates	estimate	NOUN
news-002211	6	10	for	for	ADP
news-002211	6	11	publicly	publicly	ADV
news-002211	6	12	traded	trade	VERB
news-002211	6	13	companies	company	NOUN
news-002211	6	14	by	by	ADP
news-002211	6	15	some	some	DET
news-002211	6	16	86,000	86,000	NUM
news-002211	6	17	professional	professional	ADJ
news-002211	6	18	analysts	analyst	NOUN
news-002211	6	19	,	,	PUNCT
news-002211	6	20	amateurs	amateur	NOUN
news-002211	6	21	and	and	CCONJ
news-002211	6	22	students	student	NOUN
news-002211	6	23	.	.	PUNCT
news-002211	6	24	  	  	SPACE
news-002211	7	1	zhi	zhi	PROPN
news-002211	7	2	da	da	PROPN
news-002211	7	3	“	"	PUNCT
news-002211	7	4	we	we	PRON
news-002211	7	5	analyzed	analyze	VERB
news-002211	7	6	individuals	individual	NOUN
news-002211	7	7	’	’	PART
news-002211	7	8	estimates	estimate	NOUN
news-002211	7	9	of	of	ADP
news-002211	7	10	quarterly	quarterly	ADJ
news-002211	7	11	corporate	corporate	ADJ
news-002211	7	12	earnings	earning	NOUN
news-002211	7	13	and	and	CCONJ
news-002211	7	14	found	find	VERB
news-002211	7	15	that	that	SCONJ
news-002211	7	16	the	the	DET
news-002211	7	17	average	average	NOUN
news-002211	7	18	of	of	ADP
news-002211	7	19	their	their	PRON
news-002211	7	20	estimations	estimation	NOUN
news-002211	7	21	becomes	become	VERB
news-002211	7	22	more	more	ADV
news-002211	7	23	accurate	accurate	ADJ
news-002211	7	24	when	when	SCONJ
news-002211	7	25	these	these	DET
news-002211	7	26	individual	individual	ADJ
news-002211	7	27	estimates	estimate	NOUN
news-002211	7	28	are	be	AUX
news-002211	7	29	made	make	VERB
news-002211	7	30	blindly	blindly	ADV
news-002211	7	31	or	or	CCONJ
news-002211	7	32	concurrently	concurrently	ADV
news-002211	7	33	,	,	PUNCT
news-002211	7	34	”	"	PUNCT
news-002211	7	35	da	da	NOUN
news-002211	7	36	says	say	VERB
news-002211	7	37	.	.	PUNCT
news-002211	8	1	“	"	PUNCT
news-002211	8	2	when	when	SCONJ
news-002211	8	3	people	people	NOUN
news-002211	8	4	have	have	VERB
news-002211	8	5	access	access	NOUN
news-002211	8	6	to	to	ADP
news-002211	8	7	others	other	NOUN
news-002211	8	8	’	'	PUNCT
news-002211	8	9	estimates	estimate	NOUN
news-002211	8	10	as	as	SCONJ
news-002211	8	11	they	they	PRON
news-002211	8	12	make	make	VERB
news-002211	8	13	their	their	PRON
news-002211	8	14	decisions	decision	NOUN
news-002211	8	15	,	,	PUNCT
news-002211	8	16	they	they	PRON
news-002211	8	17	tend	tend	VERB
news-002211	8	18	to	to	PART
news-002211	8	19	‘	'	PUNCT
news-002211	8	20	herd	herd	VERB
news-002211	8	21	’	'	PUNCT
news-002211	8	22	with	with	ADP
news-002211	8	23	the	the	DET
news-002211	8	24	group	group	NOUN
news-002211	8	25	and	and	CCONJ
news-002211	8	26	the	the	DET
news-002211	8	27	average	average	ADJ
news-002211	8	28	group	group	NOUN
news-002211	8	29	estimate	estimate	NOUN
news-002211	8	30	can	can	AUX
news-002211	8	31	actually	actually	ADV
news-002211	8	32	become	become	VERB
news-002211	8	33	less	less	ADV
news-002211	8	34	accurate	accurate	ADJ
news-002211	8	35	.	.	PUNCT
news-002211	9	1	in	in	ADP
news-002211	9	2	essence	essence	NOUN
news-002211	9	3	,	,	PUNCT
news-002211	9	4	we	we	PRON
news-002211	9	5	become	become	VERB
news-002211	9	6	‘	'	PUNCT
news-002211	9	7	individually	individually	ADV
news-002211	9	8	smarter	smart	ADJ
news-002211	9	9	but	but	CCONJ
news-002211	9	10	collectively	collectively	ADV
news-002211	9	11	dumber	dumber	VERB
news-002211	9	12	.	.	PUNCT
news-002211	9	13	’	'	PUNCT
news-002211	9	14	”	"	PUNCT
news-002211	9	15	  	  	SPACE
news-002211	10	1	the	the	DET
news-002211	10	2	researchers	researcher	NOUN
news-002211	10	3	worked	work	VERB
news-002211	10	4	closely	closely	ADV
news-002211	10	5	with	with	ADP
news-002211	10	6	estimize	estimize	NOUN
news-002211	10	7	to	to	PART
news-002211	10	8	track	track	VERB
news-002211	10	9	and	and	CCONJ
news-002211	10	10	randomize	randomize	VERB
news-002211	10	11	the	the	DET
news-002211	10	12	information	information	NOUN
news-002211	10	13	sets	set	NOUN
news-002211	10	14	of	of	ADP
news-002211	10	15	users	user	NOUN
news-002211	10	16	,	,	PUNCT
news-002211	10	17	allowing	allow	VERB
news-002211	10	18	them	they	PRON
news-002211	10	19	to	to	PART
news-002211	10	20	cleanly	cleanly	ADV
news-002211	10	21	isolate	isolate	VERB
news-002211	10	22	the	the	DET
news-002211	10	23	impact	impact	NOUN
news-002211	10	24	of	of	ADP
news-002211	10	25	herding	herding	NOUN
news-002211	10	26	.	.	PUNCT
news-002211	11	1	the	the	DET
news-002211	11	2	data	datum	NOUN
news-002211	11	3	came	come	VERB
news-002211	11	4	from	from	ADP
news-002211	11	5	2,516	2,516	NUM
news-002211	11	6	estimize	estimize	NOUN
news-002211	11	7	users	user	NOUN
news-002211	11	8	who	who	PRON
news-002211	11	9	made	make	VERB
news-002211	11	10	estimates	estimate	NOUN
news-002211	11	11	ahead	ahead	ADV
news-002211	11	12	of	of	ADP
news-002211	11	13	2,147	2,147	NUM
news-002211	11	14	earnings	earning	NOUN
news-002211	11	15	releases	release	NOUN
news-002211	11	16	from	from	ADP
news-002211	11	17	730	730	NUM
news-002211	11	18	firms	firm	NOUN
news-002211	11	19	.	.	PUNCT
news-002211	11	20	  	  	SPACE
news-002211	12	1	what	what	PRON
news-002211	12	2	they	they	PRON
news-002211	12	3	discovered	discover	VERB
news-002211	12	4	was	be	AUX
news-002211	12	5	that	that	SCONJ
news-002211	12	6	when	when	SCONJ
news-002211	12	7	estimize	estimize	VERB
news-002211	12	8	users	user	NOUN
news-002211	12	9	could	could	AUX
news-002211	12	10	not	not	PART
news-002211	12	11	see	see	VERB
news-002211	12	12	other	other	ADJ
news-002211	12	13	estimates	estimate	NOUN
news-002211	12	14	when	when	SCONJ
news-002211	12	15	forming	form	VERB
news-002211	12	16	their	their	PRON
news-002211	12	17	own	own	ADJ
news-002211	12	18	estimates	estimate	NOUN
news-002211	12	19	,	,	PUNCT
news-002211	12	20	the	the	DET
news-002211	12	21	resulting	result	VERB
news-002211	12	22	consensus	consensus	NOUN
news-002211	12	23	estimate	estimate	NOUN
news-002211	12	24	beat	beat	VERB
news-002211	12	25	the	the	DET
news-002211	12	26	wall	wall	PROPN
news-002211	12	27	street	street	PROPN
news-002211	12	28	consensus	consensus	PROPN
news-002211	12	29	64	64	NUM
news-002211	12	30	percent	percent	NOUN
news-002211	12	31	of	of	ADP
news-002211	12	32	the	the	DET
news-002211	12	33	time	time	NOUN
news-002211	12	34	.	.	PUNCT
news-002211	13	1	when	when	SCONJ
news-002211	13	2	they	they	PRON
news-002211	13	3	did	do	AUX
news-002211	13	4	have	have	VERB
news-002211	13	5	access	access	NOUN
news-002211	13	6	to	to	ADP
news-002211	13	7	other	other	ADJ
news-002211	13	8	estimates	estimate	NOUN
news-002211	13	9	,	,	PUNCT
news-002211	13	10	the	the	DET
news-002211	13	11	consensus	consensus	NOUN
news-002211	13	12	was	be	AUX
news-002211	13	13	more	more	ADV
news-002211	13	14	accurate	accurate	ADJ
news-002211	13	15	only	only	ADV
news-002211	13	16	57	57	NUM
news-002211	13	17	percent	percent	NOUN
news-002211	13	18	of	of	ADP
news-002211	13	19	the	the	DET
news-002211	13	20	time	time	NOUN
news-002211	13	21	.	.	PUNCT
news-002211	13	22	  	  	SPACE
news-002211	14	1	the	the	DET
news-002211	14	2	results	result	NOUN
news-002211	14	3	were	be	AUX
news-002211	14	4	so	so	ADV
news-002211	14	5	noteworthy	noteworthy	ADJ
news-002211	14	6	,	,	PUNCT
news-002211	14	7	estimize	estimize	PROPN
news-002211	14	8	switched	switch	VERB
news-002211	14	9	to	to	ADP
news-002211	14	10	a	a	DET
news-002211	14	11	“	"	PUNCT
news-002211	14	12	blind	blind	ADJ
news-002211	14	13	”	"	PUNCT
news-002211	14	14	platform	platform	NOUN
news-002211	14	15	in	in	ADP
news-002211	14	16	2015	2015	NUM
news-002211	14	17	.	.	PUNCT
news-002211	14	18	 	 	SPACE
news-002211	15	1	consequently	consequently	ADV
news-002211	15	2	,	,	PUNCT
news-002211	15	3	its	its	PRON
news-002211	15	4	consensus	consensus	NOUN
news-002211	15	5	earnings	earning	NOUN
news-002211	15	6	forecasts	forecast	NOUN
news-002211	15	7	have	have	AUX
news-002211	15	8	greatly	greatly	ADV
news-002211	15	9	increased	increase	VERB
news-002211	15	10	in	in	ADP
news-002211	15	11	accuracy	accuracy	NOUN
news-002211	15	12	.	.	PUNCT
news-002211	15	13	  	  	SPACE
news-002211	16	1	“	"	PUNCT
news-002211	16	2	we	we	PRON
news-002211	16	3	were	be	AUX
news-002211	16	4	pleased	pleased	ADJ
news-002211	16	5	that	that	SCONJ
news-002211	16	6	our	our	PRON
news-002211	16	7	study	study	NOUN
news-002211	16	8	had	have	VERB
news-002211	16	9	an	an	DET
news-002211	16	10	immediate	immediate	ADJ
news-002211	16	11	effect	effect	NOUN
news-002211	16	12	on	on	ADP
news-002211	16	13	the	the	DET
news-002211	16	14	improvement	improvement	NOUN
news-002211	16	15	of	of	ADP
news-002211	16	16	market	market	NOUN
news-002211	16	17	earnings	earning	NOUN
news-002211	16	18	expectations	expectation	NOUN
news-002211	16	19	,	,	PUNCT
news-002211	16	20	”	"	PUNCT
news-002211	16	21	da	da	NOUN
news-002211	16	22	says	say	VERB
news-002211	16	23	.	.	PUNCT
news-002211	17	1	“	"	PUNCT
news-002211	17	2	this	this	PRON
news-002211	17	3	owes	owe	VERB
news-002211	17	4	in	in	ADP
news-002211	17	5	part	part	NOUN
news-002211	17	6	to	to	ADP
news-002211	17	7	leigh	leigh	PROPN
news-002211	17	8	drogen	drogen	PROPN
news-002211	17	9	,	,	PUNCT
news-002211	17	10	the	the	DET
news-002211	17	11	founder	founder	NOUN
news-002211	17	12	and	and	CCONJ
news-002211	17	13	ceo	ceo	NOUN
news-002211	17	14	of	of	ADP
news-002211	17	15	estimize.com	estimize.com	X
news-002211	17	16	,	,	PUNCT
news-002211	17	17	who	who	PRON
news-002211	17	18	facilitated	facilitate	VERB
news-002211	17	19	our	our	PRON
news-002211	17	20	research	research	NOUN
news-002211	17	21	from	from	ADP
news-002211	17	22	the	the	DET
news-002211	17	23	very	very	ADJ
news-002211	17	24	beginning	beginning	NOUN
news-002211	17	25	.	.	PUNCT
news-002211	17	26	”	"	PUNCT
news-002211	17	27	  	  	SPACE
news-002211	17	28	da	da	PROPN
news-002211	17	29	and	and	CCONJ
news-002211	17	30	huang	huang	PROPN
news-002211	17	31	also	also	ADV
news-002211	17	32	discovered	discover	VERB
news-002211	17	33	that	that	SCONJ
news-002211	17	34	the	the	DET
news-002211	17	35	effect	effect	NOUN
news-002211	17	36	of	of	ADP
news-002211	17	37	“	"	PUNCT
news-002211	17	38	herding	herd	VERB
news-002211	17	39	”	"	PUNCT
news-002211	17	40	had	have	VERB
news-002211	17	41	the	the	DET
news-002211	17	42	most	most	ADJ
news-002211	17	43	impact	impact	NOUN
news-002211	17	44	when	when	SCONJ
news-002211	17	45	those	those	PRON
news-002211	17	46	they	they	PRON
news-002211	17	47	identified	identify	VERB
news-002211	17	48	as	as	ADP
news-002211	17	49	“	"	PUNCT
news-002211	17	50	influential	influential	ADJ
news-002211	17	51	”	"	PUNCT
news-002211	17	52	users	user	NOUN
news-002211	17	53	made	make	VERB
news-002211	17	54	their	their	PRON
news-002211	17	55	forecasts	forecast	NOUN
news-002211	17	56	early	early	ADV
news-002211	17	57	.	.	PUNCT
news-002211	17	58	  	  	SPACE
news-002211	18	1	“	"	PUNCT
news-002211	18	2	users	user	NOUN
news-002211	18	3	tend	tend	VERB
news-002211	18	4	to	to	PART
news-002211	18	5	put	put	VERB
news-002211	18	6	a	a	DET
news-002211	18	7	lot	lot	NOUN
news-002211	18	8	of	of	ADP
news-002211	18	9	weight	weight	NOUN
news-002211	18	10	on	on	ADP
news-002211	18	11	the	the	DET
news-002211	18	12	prior	prior	ADJ
news-002211	18	13	estimates	estimate	NOUN
news-002211	18	14	of	of	ADP
news-002211	18	15	these	these	DET
news-002211	18	16	influential	influential	ADJ
news-002211	18	17	users	user	NOUN
news-002211	18	18	when	when	SCONJ
news-002211	18	19	forming	form	VERB
news-002211	18	20	their	their	PRON
news-002211	18	21	own	own	ADJ
news-002211	18	22	forecasts	forecast	NOUN
news-002211	18	23	,	,	PUNCT
news-002211	18	24	thereby	thereby	ADV
news-002211	18	25	conforming	conform	VERB
news-002211	18	26	their	their	PRON
news-002211	18	27	own	own	ADJ
news-002211	18	28	estimates	estimate	NOUN
news-002211	18	29	,	,	PUNCT
news-002211	18	30	”	"	PUNCT
news-002211	18	31	da	da	NOUN
news-002211	18	32	says	say	VERB
news-002211	18	33	.	.	PUNCT
news-002211	19	1	“	"	PUNCT
news-002211	19	2	in	in	ADP
news-002211	19	3	an	an	DET
news-002211	19	4	extreme	extreme	ADJ
news-002211	19	5	case	case	NOUN
news-002211	19	6	,	,	PUNCT
news-002211	19	7	everyone	everyone	PRON
news-002211	19	8	copies	copy	VERB
news-002211	19	9	an	an	DET
news-002211	19	10	influential	influential	ADJ
news-002211	19	11	user	user	NOUN
news-002211	19	12	exactly	exactly	ADV
news-002211	19	13	.	.	PUNCT
news-002211	20	1	the	the	DET
news-002211	20	2	forecast	forecast	NOUN
news-002211	20	3	made	make	VERB
news-002211	20	4	in	in	ADP
news-002211	20	5	group	group	NOUN
news-002211	20	6	consensus	consensus	NOUN
news-002211	20	7	becomes	become	VERB
news-002211	20	8	a	a	DET
news-002211	20	9	clone	clone	NOUN
news-002211	20	10	of	of	ADP
news-002211	20	11	that	that	PRON
news-002211	20	12	made	make	VERB
news-002211	20	13	by	by	ADP
news-002211	20	14	the	the	DET
news-002211	20	15	influential	influential	ADJ
news-002211	20	16	user	user	NOUN
news-002211	20	17	,	,	PUNCT
news-002211	20	18	and	and	CCONJ
news-002211	20	19	the	the	DET
news-002211	20	20	so	so	ADV
news-002211	20	21	-	-	PUNCT
news-002211	20	22	called	call	VERB
news-002211	20	23	wisdom	wisdom	NOUN
news-002211	20	24	of	of	ADP
news-002211	20	25	crowds	crowd	NOUN
news-002211	20	26	in	in	ADP
news-002211	20	27	effect	effect	NOUN
news-002211	20	28	disappears	disappear	VERB
news-002211	20	29	.	.	PUNCT
news-002211	20	30	”	"	PUNCT
news-002211	21	1	  	  	SPACE
news-002211	22	1	many	many	ADJ
news-002211	22	2	important	important	ADJ
news-002211	22	3	decisions	decision	NOUN
news-002211	22	4	are	be	AUX
news-002211	22	5	made	make	VERB
news-002211	22	6	in	in	ADP
news-002211	22	7	group	group	NOUN
news-002211	22	8	settings	setting	NOUN
news-002211	22	9	.	.	PUNCT
news-002211	23	1	consider	consider	VERB
news-002211	23	2	jury	jury	NOUN
news-002211	23	3	verdicts	verdict	NOUN
news-002211	23	4	,	,	PUNCT
news-002211	23	5	the	the	DET
news-002211	23	6	setting	setting	NOUN
news-002211	23	7	of	of	ADP
news-002211	23	8	interest	interest	NOUN
news-002211	23	9	rates	rate	NOUN
news-002211	23	10	by	by	ADP
news-002211	23	11	the	the	DET
news-002211	23	12	federal	federal	ADJ
news-002211	23	13	open	open	ADJ
news-002211	23	14	market	market	NOUN
news-002211	23	15	committee	committee	NOUN
news-002211	23	16	or	or	CCONJ
news-002211	23	17	the	the	DET
news-002211	23	18	appointment	appointment	NOUN
news-002211	23	19	of	of	ADP
news-002211	23	20	a	a	DET
news-002211	23	21	ceo	ceo	NOUN
news-002211	23	22	by	by	ADP
news-002211	23	23	a	a	DET
news-002211	23	24	board	board	NOUN
news-002211	23	25	of	of	ADP
news-002211	23	26	directors	director	NOUN
news-002211	23	27	.	.	PUNCT
news-002211	24	1	the	the	DET
news-002211	24	2	research	research	NOUN
news-002211	24	3	findings	finding	NOUN
news-002211	24	4	are	be	AUX
news-002211	24	5	relevant	relevant	ADJ
news-002211	24	6	for	for	ADP
news-002211	24	7	any	any	DET
news-002211	24	8	situations	situation	NOUN
news-002211	24	9	where	where	SCONJ
news-002211	24	10	the	the	DET
news-002211	24	11	decision	decision	NOUN
news-002211	24	12	or	or	CCONJ
news-002211	24	13	outcome	outcome	NOUN
news-002211	24	14	is	be	AUX
news-002211	24	15	based	base	VERB
news-002211	24	16	on	on	ADP
news-002211	24	17	a	a	DET
news-002211	24	18	group	group	NOUN
news-002211	24	19	consensus	consensus	NOUN
news-002211	24	20	.	.	PUNCT
news-002211	24	21	  	  	SPACE
news-002211	25	1	“	"	PUNCT
news-002211	25	2	take	take	VERB
news-002211	25	3	for	for	ADP
news-002211	25	4	example	example	NOUN
news-002211	25	5	a	a	DET
news-002211	25	6	presidential	presidential	ADJ
news-002211	25	7	election	election	NOUN
news-002211	25	8	,	,	PUNCT
news-002211	25	9	”	"	PUNCT
news-002211	25	10	da	da	NOUN
news-002211	25	11	says	say	VERB
news-002211	25	12	.	.	PUNCT
news-002211	26	1	“	"	PUNCT
news-002211	26	2	ideally	ideally	ADV
news-002211	26	3	,	,	PUNCT
news-002211	26	4	we	we	PRON
news-002211	26	5	want	want	VERB
news-002211	26	6	each	each	DET
news-002211	26	7	voter	voter	NOUN
news-002211	26	8	to	to	PART
news-002211	26	9	vote	vote	VERB
news-002211	26	10	with	with	ADP
news-002211	26	11	an	an	DET
news-002211	26	12	independent	independent	ADJ
news-002211	26	13	mind	mind	NOUN
news-002211	26	14	no	no	ADV
news-002211	26	15	matter	matter	ADV
news-002211	26	16	how	how	SCONJ
news-002211	26	17	they	they	PRON
news-002211	26	18	have	have	AUX
news-002211	26	19	been	be	AUX
news-002211	26	20	informed	inform	VERB
news-002211	26	21	up	up	ADP
news-002211	26	22	to	to	ADP
news-002211	26	23	the	the	DET
news-002211	26	24	election	election	NOUN
news-002211	26	25	itself	itself	PRON
news-002211	26	26	.	.	PUNCT
news-002211	27	1	this	this	PRON
news-002211	27	2	explains	explain	VERB
news-002211	27	3	why	why	SCONJ
news-002211	27	4	many	many	ADJ
news-002211	27	5	countries	country	NOUN
news-002211	27	6	ban	ban	VERB
news-002211	27	7	exit	exit	NOUN
news-002211	27	8	polls	poll	NOUN
news-002211	27	9	.	.	PUNCT
news-002211	28	1	another	another	DET
news-002211	28	2	example	example	NOUN
news-002211	28	3	can	can	AUX
news-002211	28	4	be	be	AUX
news-002211	28	5	found	find	VERB
news-002211	28	6	in	in	ADP
news-002211	28	7	corporate	corporate	ADJ
news-002211	28	8	governance	governance	NOUN
news-002211	28	9	.	.	PUNCT
news-002211	29	1	most	most	ADJ
news-002211	29	2	firms	firm	NOUN
news-002211	29	3	prefer	prefer	VERB
news-002211	29	4	a	a	DET
news-002211	29	5	board	board	NOUN
news-002211	29	6	of	of	ADP
news-002211	29	7	directors	director	NOUN
news-002211	29	8	with	with	ADP
news-002211	29	9	diverse	diverse	ADJ
news-002211	29	10	backgrounds	background	NOUN
news-002211	29	11	and	and	CCONJ
news-002211	29	12	therefore	therefore	ADV
news-002211	29	13	require	require	VERB
news-002211	29	14	independent	independent	ADJ
news-002211	29	15	directors	director	NOUN
news-002211	29	16	.	.	PUNCT
news-002211	30	1	a	a	DET
news-002211	30	2	board	board	NOUN
news-002211	30	3	dominated	dominate	VERB
news-002211	30	4	by	by	ADP
news-002211	30	5	one	one	NUM
news-002211	30	6	or	or	CCONJ
news-002211	30	7	two	two	NUM
news-002211	30	8	directors	director	NOUN
news-002211	30	9	can	can	AUX
news-002211	30	10	often	often	ADV
news-002211	30	11	result	result	VERB
news-002211	30	12	in	in	ADP
news-002211	30	13	corporate	corporate	ADJ
news-002211	30	14	scandals	scandal	NOUN
news-002211	30	15	like	like	ADP
news-002211	30	16	enron	enron	PROPN
news-002211	30	17	.	.	PUNCT
news-002211	31	1	in	in	ADP
news-002211	31	2	truth	truth	NOUN
news-002211	31	3	,	,	PUNCT
news-002211	31	4	instances	instance	NOUN
news-002211	31	5	where	where	SCONJ
news-002211	31	6	there	there	PRON
news-002211	31	7	is	be	VERB
news-002211	31	8	need	need	NOUN
news-002211	31	9	to	to	PART
news-002211	31	10	ward	ward	VERB
news-002211	31	11	off	off	ADP
news-002211	31	12	herding	herding	NOUN
news-002211	31	13	mentality	mentality	NOUN
news-002211	31	14	are	be	AUX
news-002211	31	15	countless	countless	ADJ
news-002211	31	16	.	.	PUNCT
news-002211	31	17	”	"	PUNCT
news-002211	31	18	    	    	SPACE
news-002211	32	1	contact	contact	NOUN
news-002211	32	2	:	:	PUNCT
news-002211	33	1	zhi	zhi	PROPN
news-002211	33	2	da	da	PROPN
news-002211	33	3	,	,	PUNCT
news-002211	33	4	574	574	NUM
news-002211	33	5	-	-	SYM
news-002211	33	6	631	631	NUM
news-002211	33	7	-	-	PUNCT
news-002211	33	8	0354	0354	NUM
news-002211	33	9	,	,	PUNCT
news-002211	33	10	zda@nd.edu	zda@nd.edu	NUM
news-002211	33	11	posted	post	VERB
news-002211	33	12	in	in	ADP
news-002211	33	13	:	:	PUNCT
news-002211	33	14	research	research	NOUN
news-002211	33	15	home	home	NOUN
news-002211	33	16	experts	expert	NOUN
news-002211	33	17	nd	nd	PROPN
news-002211	33	18	in	in	ADP
news-002211	33	19	the	the	DET
news-002211	33	20	news	news	NOUN
news-002211	33	21	subscribe	subscribe	NOUN
news-002211	33	22	about	about	ADP
news-002211	33	23	us	we	PRON
news-002211	33	24	related	related	ADJ
news-002211	33	25	october	october	PROPN
news-002211	33	26	05	05	NUM
news-002211	33	27	,	,	PUNCT
news-002211	33	28	2022	2022	NUM
news-002211	33	29	astrophysicists	astrophysicist	NOUN
news-002211	33	30	find	find	VERB
news-002211	33	31	evidence	evidence	NOUN
news-002211	33	32	for	for	ADP
news-002211	33	33	the	the	DET
news-002211	33	34	presence	presence	NOUN
news-002211	33	35	of	of	ADP
news-002211	33	36	the	the	DET
news-002211	33	37	first	first	ADJ
news-002211	33	38	stars	star	NOUN
news-002211	33	39	october	october	PROPN
news-002211	33	40	04	04	NUM
news-002211	33	41	,	,	PUNCT
news-002211	33	42	2022	2022	NUM
news-002211	33	43	nih	nih	PROPN
news-002211	33	44	awards	awards	PROPN
news-002211	33	45	$	$	SYM
news-002211	33	46	4	4	NUM
news-002211	33	47	million	million	NUM
news-002211	33	48	grant	grant	NOUN
news-002211	33	49	to	to	ADP
news-002211	33	50	psychologists	psychologist	NOUN
news-002211	33	51	researching	research	VERB
news-002211	33	52	suicide	suicide	NOUN
news-002211	33	53	prevention	prevention	NOUN
news-002211	33	54	september	september	PROPN
news-002211	33	55	29	29	NUM
news-002211	33	56	,	,	PUNCT
news-002211	33	57	2022	2022	NUM
news-002211	33	58	notre	notre	PROPN
news-002211	33	59	dame	dame	NOUN
news-002211	33	60	,	,	PUNCT
news-002211	33	61	ukrainian	ukrainian	PROPN
news-002211	33	62	catholic	catholic	PROPN
news-002211	33	63	university	university	PROPN
news-002211	33	64	launch	launch	VERB
news-002211	33	65	three	three	NUM
news-002211	33	66	new	new	ADJ
news-002211	33	67	research	research	NOUN
news-002211	33	68	grants	grant	NOUN
news-002211	33	69	september	september	PROPN
news-002211	33	70	27	27	NUM
news-002211	33	71	,	,	PUNCT
news-002211	33	72	2022	2022	NUM
news-002211	33	73	notre	notre	PROPN
news-002211	33	74	dame	dame	NOUN
news-002211	33	75	,	,	PUNCT
news-002211	33	76	trinity	trinity	PROPN
news-002211	33	77	college	college	PROPN
news-002211	33	78	dublin	dublin	PROPN
news-002211	33	79	engineers	engineer	NOUN
news-002211	33	80	join	join	VERB
news-002211	33	81	to	to	PART
news-002211	33	82	advance	advance	VERB
news-002211	33	83	novel	novel	NOUN
news-002211	33	84	treatment	treatment	NOUN
news-002211	33	85	for	for	ADP
news-002211	33	86	cystic	cystic	ADJ
news-002211	33	87	fibrosis	fibrosis	NOUN
news-002211	33	88	september	september	PROPN
news-002211	33	89	22	22	NUM
news-002211	33	90	,	,	PUNCT
news-002211	33	91	2022	2022	NUM
news-002211	33	92	climate	climate	NOUN
news-002211	33	93	-	-	PUNCT
news-002211	33	94	prepared	prepare	VERB
news-002211	33	95	countries	country	NOUN
news-002211	33	96	are	be	AUX
news-002211	33	97	losing	lose	VERB
news-002211	33	98	ground	ground	NOUN
news-002211	33	99	,	,	PUNCT
news-002211	33	100	latest	late	ADJ
news-002211	33	101	nd	nd	PROPN
news-002211	33	102	-	-	PUNCT
news-002211	33	103	gain	gain	NOUN
news-002211	33	104	index	index	NOUN
news-002211	33	105	shows	show	NOUN
news-002211	33	106	for	for	ADP
news-002211	33	107	the	the	DET
news-002211	33	108	media	medium	NOUN
news-002211	33	109	contact	contact	NOUN
news-002211	33	110	office	office	NOUN
news-002211	33	111	of	of	ADP
news-002211	33	112	public	public	ADJ
news-002211	33	113	affairs	affair	NOUN
news-002211	33	114	and	and	CCONJ
news-002211	33	115	communications	communication	NOUN
news-002211	33	116	notre	notre	PROPN
news-002211	33	117	dame	dame	PROPN
news-002211	33	118	news	news	NOUN
news-002211	33	119	500	500	NUM
news-002211	33	120	grace	grace	NOUN
news-002211	33	121	hall	hall	PROPN
news-002211	33	122	notre	notre	PROPN
news-002211	33	123	dame	dame	NOUN
news-002211	33	124	,	,	PUNCT
news-002211	33	125	in	in	ADP
news-002211	33	126	46556	46556	NUM
news-002211	33	127	usa	usa	PROPN
news-002211	33	128	facebook	facebook	PROPN
news-002211	33	129	twitter	twitter	PROPN
news-002211	33	130	instagram	instagram	PROPN
news-002211	33	131	youtube	youtube	PROPN
news-002211	33	132	pinterest	pinterest	PROPN
news-002211	33	133	©	©	NUM
news-002211	33	134	2022	2022	NUM
news-002211	33	135	university	university	PROPN
news-002211	33	136	of	of	ADP
news-002211	33	137	notre	notre	PROPN
news-002211	33	138	dame	dame	PROPN
news-002211	33	139	search	search	NOUN
news-002211	33	140	mobile	mobile	ADJ
news-002211	33	141	app	app	NOUN
news-002211	33	142	news	news	NOUN
news-002211	33	143	events	event	NOUN
news-002211	33	144	visit	visit	VERB
news-002211	33	145	accessibility	accessibility	NOUN
news-002211	33	146	facebook	facebook	PROPN
news-002211	33	147	twitter	twitter	PROPN
news-002211	33	148	instagram	instagram	PROPN
news-002211	33	149	youtube	youtube	PROPN
news-002211	33	150	linkedin	linkedin	VERB