id	sid	tid	token	lemma	pos
bcpe-4316	1	1	bcp	bcp	PROPN
bcpe-4316	1	2	education	education	PROPN
bcpe-4316	1	3	&	&	CCONJ
bcpe-4316	1	4	psychology	psychology	PROPN
bcpe-4316	1	5	cepc	cepc	PROPN
bcpe-4316	1	6	2022	2022	NUM
bcpe-4316	1	7	volume	volume	NOUN
bcpe-4316	1	8	8	8	NUM
bcpe-4316	1	9	(	(	PUNCT
bcpe-4316	1	10	2023	2023	NUM
bcpe-4316	1	11	)	)	PUNCT
bcpe-4316	1	12	191	191	NUM
bcpe-4316	1	13	the	the	DET
bcpe-4316	1	14	impact	impact	NOUN
bcpe-4316	1	15	of	of	ADP
bcpe-4316	1	16	covid-19	covid-19	PROPN
bcpe-4316	1	17	pandemic	pandemic	NOUN
bcpe-4316	1	18	on	on	ADP
bcpe-4316	1	19	the	the	DET
bcpe-4316	1	20	social	social	ADJ
bcpe-4316	1	21	media	medium	NOUN
bcpe-4316	1	22	industry	industry	NOUN
bcpe-4316	1	23	:	:	PUNCT
bcpe-4316	1	24	a	a	DET
bcpe-4316	1	25	long	long	ADJ
bcpe-4316	1	26	-	-	PUNCT
bcpe-4316	1	27	term	term	NOUN
bcpe-4316	1	28	perspective	perspective	NOUN
bcpe-4316	1	29	zijing	zijing	NOUN
bcpe-4316	1	30	chen	chen	PROPN
bcpe-4316	1	31	*	*	PROPN
bcpe-4316	1	32	department	department	PROPN
bcpe-4316	1	33	of	of	ADP
bcpe-4316	1	34	statistical	statistical	ADJ
bcpe-4316	1	35	science	science	NOUN
bcpe-4316	1	36	,	,	PUNCT
bcpe-4316	1	37	university	university	NOUN
bcpe-4316	1	38	college	college	PROPN
bcpe-4316	1	39	london	london	PROPN
bcpe-4316	1	40	,	,	PUNCT
bcpe-4316	1	41	london	london	PROPN
bcpe-4316	1	42	,	,	PUNCT
bcpe-4316	1	43	wc1e	wc1e	PROPN
bcpe-4316	1	44	6bt	6bt	NOUN
bcpe-4316	1	45	,	,	PUNCT
bcpe-4316	1	46	united	united	ADJ
bcpe-4316	1	47	kingdom	kingdom	PROPN
bcpe-4316	1	48	*	*	PUNCT
bcpe-4316	1	49	corresponding	correspond	VERB
bcpe-4316	1	50	author	author	NOUN
bcpe-4316	1	51	:	:	PUNCT
bcpe-4316	1	52	zijing.chen.20@ucl.ac.uk	zijing.chen.20@ucl.ac.uk	NOUN
bcpe-4316	1	53	abstract	abstract	NOUN
bcpe-4316	1	54	.	.	PUNCT
bcpe-4316	2	1	with	with	ADP
bcpe-4316	2	2	the	the	DET
bcpe-4316	2	3	emergence	emergence	NOUN
bcpe-4316	2	4	of	of	ADP
bcpe-4316	2	5	the	the	DET
bcpe-4316	2	6	coronavirus	coronavirus	NOUN
bcpe-4316	2	7	pandemic	pandemic	ADJ
bcpe-4316	2	8	around	around	ADP
bcpe-4316	2	9	the	the	DET
bcpe-4316	2	10	world	world	NOUN
bcpe-4316	2	11	,	,	PUNCT
bcpe-4316	2	12	social	social	ADJ
bcpe-4316	2	13	media	medium	NOUN
bcpe-4316	2	14	has	have	AUX
bcpe-4316	2	15	rapidly	rapidly	ADV
bcpe-4316	2	16	become	become	VERB
bcpe-4316	2	17	an	an	DET
bcpe-4316	2	18	effective	effective	ADJ
bcpe-4316	2	19	tool	tool	NOUN
bcpe-4316	2	20	for	for	ADP
bcpe-4316	2	21	information	information	NOUN
bcpe-4316	2	22	generation	generation	NOUN
bcpe-4316	2	23	and	and	CCONJ
bcpe-4316	2	24	broadcast	broadcast	NOUN
bcpe-4316	2	25	,	,	PUNCT
bcpe-4316	2	26	entertainment	entertainment	NOUN
bcpe-4316	2	27	,	,	PUNCT
bcpe-4316	2	28	marketing	marketing	NOUN
bcpe-4316	2	29	,	,	PUNCT
bcpe-4316	2	30	and	and	CCONJ
bcpe-4316	2	31	consumption	consumption	NOUN
bcpe-4316	2	32	.	.	PUNCT
bcpe-4316	3	1	depending	depend	VERB
bcpe-4316	3	2	on	on	ADP
bcpe-4316	3	3	some	some	DET
bcpe-4316	3	4	studies	study	NOUN
bcpe-4316	3	5	,	,	PUNCT
bcpe-4316	3	6	social	social	ADJ
bcpe-4316	3	7	distancing	distancing	NOUN
bcpe-4316	3	8	rules	rule	NOUN
bcpe-4316	3	9	,	,	PUNCT
bcpe-4316	3	10	lockdown	lockdown	NOUN
bcpe-4316	3	11	measures	measure	NOUN
bcpe-4316	3	12	,	,	PUNCT
bcpe-4316	3	13	business	business	NOUN
bcpe-4316	3	14	closures	closure	NOUN
bcpe-4316	3	15	,	,	PUNCT
bcpe-4316	3	16	self	self	NOUN
bcpe-4316	3	17	-	-	PUNCT
bcpe-4316	3	18	quarantines	quarantine	NOUN
bcpe-4316	3	19	,	,	PUNCT
bcpe-4316	3	20	and	and	CCONJ
bcpe-4316	3	21	the	the	DET
bcpe-4316	3	22	fear	fear	NOUN
bcpe-4316	3	23	of	of	ADP
bcpe-4316	3	24	infection	infection	NOUN
bcpe-4316	3	25	during	during	ADP
bcpe-4316	3	26	the	the	DET
bcpe-4316	3	27	covid-19	covid-19	PROPN
bcpe-4316	3	28	pandemic	pandemic	ADJ
bcpe-4316	3	29	limited	limited	ADJ
bcpe-4316	3	30	people	people	NOUN
bcpe-4316	3	31	's	's	PART
bcpe-4316	3	32	physical	physical	ADJ
bcpe-4316	3	33	social	social	ADJ
bcpe-4316	3	34	interaction	interaction	NOUN
bcpe-4316	3	35	;	;	PUNCT
bcpe-4316	3	36	as	as	ADP
bcpe-4316	3	37	a	a	DET
bcpe-4316	3	38	result	result	NOUN
bcpe-4316	3	39	,	,	PUNCT
bcpe-4316	3	40	individual	individual	ADJ
bcpe-4316	3	41	and	and	CCONJ
bcpe-4316	3	42	organizational	organizational	ADJ
bcpe-4316	3	43	activities	activity	NOUN
bcpe-4316	3	44	on	on	ADP
bcpe-4316	3	45	social	social	ADJ
bcpe-4316	3	46	media	medium	NOUN
bcpe-4316	3	47	platforms	platform	NOUN
bcpe-4316	3	48	grow	grow	VERB
bcpe-4316	3	49	explosively	explosively	ADJ
bcpe-4316	3	50	.	.	PUNCT
bcpe-4316	4	1	this	this	DET
bcpe-4316	4	2	degree	degree	NOUN
bcpe-4316	4	3	of	of	ADP
bcpe-4316	4	4	social	social	ADJ
bcpe-4316	4	5	media	medium	NOUN
bcpe-4316	4	6	popularity	popularity	NOUN
bcpe-4316	4	7	has	have	VERB
bcpe-4316	4	8	a	a	DET
bcpe-4316	4	9	double	double	ADJ
bcpe-4316	4	10	-	-	PUNCT
bcpe-4316	4	11	edged	edge	VERB
bcpe-4316	4	12	impact	impact	NOUN
bcpe-4316	4	13	on	on	ADP
bcpe-4316	4	14	the	the	DET
bcpe-4316	4	15	expansion	expansion	NOUN
bcpe-4316	4	16	and	and	CCONJ
bcpe-4316	4	17	financial	financial	ADJ
bcpe-4316	4	18	performance	performance	NOUN
bcpe-4316	4	19	of	of	ADP
bcpe-4316	4	20	social	social	ADJ
bcpe-4316	4	21	media	medium	NOUN
bcpe-4316	4	22	companies	company	NOUN
bcpe-4316	4	23	.	.	PUNCT
bcpe-4316	5	1	in	in	ADP
bcpe-4316	5	2	this	this	DET
bcpe-4316	5	3	article	article	NOUN
bcpe-4316	5	4	,	,	PUNCT
bcpe-4316	5	5	a	a	DET
bcpe-4316	5	6	well	well	ADV
bcpe-4316	5	7	-	-	PUNCT
bcpe-4316	5	8	known	know	VERB
bcpe-4316	5	9	american	american	ADJ
bcpe-4316	5	10	corporation	corporation	NOUN
bcpe-4316	5	11	,	,	PUNCT
bcpe-4316	5	12	twitter	twitter	PROPN
bcpe-4316	5	13	,	,	PUNCT
bcpe-4316	5	14	lnc	lnc	PROPN
bcpe-4316	5	15	.	.	PROPN
bcpe-4316	5	16	was	be	AUX
bcpe-4316	5	17	chosen	choose	VERB
bcpe-4316	5	18	and	and	CCONJ
bcpe-4316	5	19	daily	daily	ADJ
bcpe-4316	5	20	stock	stock	NOUN
bcpe-4316	5	21	data	datum	NOUN
bcpe-4316	5	22	from	from	ADP
bcpe-4316	5	23	january	january	PROPN
bcpe-4316	5	24	2020	2020	NUM
bcpe-4316	5	25	to	to	ADP
bcpe-4316	5	26	april	april	PROPN
bcpe-4316	5	27	2022	2022	NUM
bcpe-4316	5	28	is	be	AUX
bcpe-4316	5	29	extracted	extract	VERB
bcpe-4316	5	30	,	,	PUNCT
bcpe-4316	5	31	as	as	ADV
bcpe-4316	5	32	well	well	ADV
bcpe-4316	5	33	as	as	ADP
bcpe-4316	5	34	corresponding	correspond	VERB
bcpe-4316	5	35	daily	daily	ADJ
bcpe-4316	5	36	new	new	ADJ
bcpe-4316	5	37	confirmed	confirm	VERB
bcpe-4316	5	38	cases	case	NOUN
bcpe-4316	5	39	in	in	ADP
bcpe-4316	5	40	the	the	DET
bcpe-4316	5	41	us	us	PROPN
bcpe-4316	5	42	and	and	CCONJ
bcpe-4316	5	43	around	around	ADP
bcpe-4316	5	44	the	the	DET
bcpe-4316	5	45	world	world	NOUN
bcpe-4316	5	46	.	.	PUNCT
bcpe-4316	6	1	the	the	DET
bcpe-4316	6	2	var	var	NOUN
bcpe-4316	6	3	model	model	NOUN
bcpe-4316	6	4	was	be	AUX
bcpe-4316	6	5	applied	apply	VERB
bcpe-4316	6	6	in	in	ADP
bcpe-4316	6	7	the	the	DET
bcpe-4316	6	8	study	study	NOUN
bcpe-4316	6	9	to	to	PART
bcpe-4316	6	10	evaluate	evaluate	VERB
bcpe-4316	6	11	the	the	DET
bcpe-4316	6	12	link	link	NOUN
bcpe-4316	6	13	between	between	ADP
bcpe-4316	6	14	variables	variable	NOUN
bcpe-4316	6	15	,	,	PUNCT
bcpe-4316	6	16	and	and	CCONJ
bcpe-4316	6	17	the	the	DET
bcpe-4316	6	18	armagarch	armagarch	NOUN
bcpe-4316	6	19	model	model	NOUN
bcpe-4316	6	20	was	be	AUX
bcpe-4316	6	21	used	use	VERB
bcpe-4316	6	22	to	to	PART
bcpe-4316	6	23	determine	determine	VERB
bcpe-4316	6	24	and	and	CCONJ
bcpe-4316	6	25	analyze	analyze	VERB
bcpe-4316	6	26	both	both	DET
bcpe-4316	6	27	earning	earn	VERB
bcpe-4316	6	28	ability	ability	NOUN
bcpe-4316	6	29	and	and	CCONJ
bcpe-4316	6	30	stock	stock	NOUN
bcpe-4316	6	31	volatility	volatility	NOUN
bcpe-4316	6	32	throughout	throughout	ADP
bcpe-4316	6	33	the	the	DET
bcpe-4316	6	34	pandemic	pandemic	NOUN
bcpe-4316	6	35	.	.	PUNCT
bcpe-4316	7	1	interestingly	interestingly	ADV
bcpe-4316	7	2	,	,	PUNCT
bcpe-4316	7	3	twitter	twitter	NOUN
bcpe-4316	7	4	's	's	PART
bcpe-4316	7	5	financial	financial	ADJ
bcpe-4316	7	6	performance	performance	NOUN
bcpe-4316	7	7	is	be	AUX
bcpe-4316	7	8	merely	merely	ADV
bcpe-4316	7	9	a	a	DET
bcpe-4316	7	10	microcosm	microcosm	NOUN
bcpe-4316	7	11	of	of	ADP
bcpe-4316	7	12	the	the	DET
bcpe-4316	7	13	entire	entire	ADJ
bcpe-4316	7	14	stock	stock	NOUN
bcpe-4316	7	15	market	market	NOUN
bcpe-4316	7	16	,	,	PUNCT
bcpe-4316	7	17	in	in	ADP
bcpe-4316	7	18	which	which	PRON
bcpe-4316	7	19	investors	investor	NOUN
bcpe-4316	7	20	can	can	AUX
bcpe-4316	7	21	quickly	quickly	ADV
bcpe-4316	7	22	rebound	rebound	VERB
bcpe-4316	7	23	from	from	ADP
bcpe-4316	7	24	pessimism	pessimism	NOUN
bcpe-4316	7	25	and	and	CCONJ
bcpe-4316	7	26	reinvest	reinvest	VERB
bcpe-4316	7	27	in	in	ADP
bcpe-4316	7	28	the	the	DET
bcpe-4316	7	29	market	market	NOUN
bcpe-4316	7	30	.	.	PUNCT
bcpe-4316	8	1	the	the	DET
bcpe-4316	8	2	study	study	NOUN
bcpe-4316	8	3	forecasts	forecast	VERB
bcpe-4316	8	4	the	the	DET
bcpe-4316	8	5	possible	possible	ADJ
bcpe-4316	8	6	future	future	NOUN
bcpe-4316	8	7	of	of	ADP
bcpe-4316	8	8	the	the	DET
bcpe-4316	8	9	social	social	ADJ
bcpe-4316	8	10	media	medium	NOUN
bcpe-4316	8	11	industry	industry	NOUN
bcpe-4316	8	12	and	and	CCONJ
bcpe-4316	8	13	provides	provide	VERB
bcpe-4316	8	14	managerial	managerial	ADJ
bcpe-4316	8	15	and	and	CCONJ
bcpe-4316	8	16	investment	investment	NOUN
bcpe-4316	8	17	recommendations	recommendation	NOUN
bcpe-4316	8	18	to	to	ADP
bcpe-4316	8	19	its	its	PRON
bcpe-4316	8	20	stakeholders	stakeholder	NOUN
bcpe-4316	8	21	.	.	PUNCT
bcpe-4316	9	1	keywords	keyword	NOUN
bcpe-4316	9	2	:	:	PUNCT
bcpe-4316	9	3	covid-19	covid-19	PROPN
bcpe-4316	9	4	pandemic	pandemic	NOUN
bcpe-4316	9	5	;	;	PUNCT
bcpe-4316	9	6	social	social	ADJ
bcpe-4316	9	7	media	medium	NOUN
bcpe-4316	9	8	industry	industry	NOUN
bcpe-4316	9	9	;	;	PUNCT
bcpe-4316	9	10	stock	stock	NOUN
bcpe-4316	9	11	returns	return	NOUN
bcpe-4316	9	12	;	;	PUNCT
bcpe-4316	9	13	stock	stock	NOUN
bcpe-4316	9	14	return	return	NOUN
bcpe-4316	9	15	volatility	volatility	NOUN
bcpe-4316	9	16	;	;	PUNCT
bcpe-4316	9	17	twitter	twitter	NOUN
bcpe-4316	9	18	.	.	PUNCT
bcpe-4316	10	1	1	1	X
bcpe-4316	10	2	.	.	X
bcpe-4316	10	3	introduction	introduction	NOUN
bcpe-4316	10	4	the	the	DET
bcpe-4316	10	5	national	national	PROPN
bcpe-4316	10	6	science	science	PROPN
bcpe-4316	10	7	foundation	foundation	PROPN
bcpe-4316	10	8	network	network	PROPN
bcpe-4316	10	9	(	(	PUNCT
bcpe-4316	10	10	nsfnet	nsfnet	PROPN
bcpe-4316	10	11	)	)	PUNCT
bcpe-4316	10	12	,	,	PUNCT
bcpe-4316	10	13	the	the	DET
bcpe-4316	10	14	basis	basis	NOUN
bcpe-4316	10	15	of	of	ADP
bcpe-4316	10	16	modern	modern	ADJ
bcpe-4316	10	17	internet	internet	NOUN
bcpe-4316	10	18	and	and	CCONJ
bcpe-4316	10	19	social	social	ADJ
bcpe-4316	10	20	media	medium	NOUN
bcpe-4316	10	21	,	,	PUNCT
bcpe-4316	10	22	debuted	debut	VERB
bcpe-4316	10	23	in	in	ADP
bcpe-4316	10	24	1987	1987	NUM
bcpe-4316	10	25	.	.	PUNCT
bcpe-4316	11	1	this	this	PRON
bcpe-4316	11	2	marked	mark	VERB
bcpe-4316	11	3	the	the	DET
bcpe-4316	11	4	beginning	beginning	NOUN
bcpe-4316	11	5	of	of	ADP
bcpe-4316	11	6	the	the	DET
bcpe-4316	11	7	social	social	ADJ
bcpe-4316	11	8	media	medium	NOUN
bcpe-4316	11	9	network	network	NOUN
bcpe-4316	11	10	's	's	PART
bcpe-4316	11	11	growth	growth	NOUN
bcpe-4316	11	12	[	[	X
bcpe-4316	11	13	1	1	NUM
bcpe-4316	11	14	]	]	PUNCT
bcpe-4316	11	15	.	.	PUNCT
bcpe-4316	12	1	since	since	SCONJ
bcpe-4316	12	2	the	the	DET
bcpe-4316	12	3	internet	internet	NOUN
bcpe-4316	12	4	's	's	PART
bcpe-4316	12	5	development	development	NOUN
bcpe-4316	12	6	has	have	AUX
bcpe-4316	12	7	expedited	expedite	VERB
bcpe-4316	12	8	the	the	DET
bcpe-4316	12	9	introduction	introduction	NOUN
bcpe-4316	12	10	of	of	ADP
bcpe-4316	12	11	digital	digital	ADJ
bcpe-4316	12	12	communication	communication	NOUN
bcpe-4316	12	13	and	and	CCONJ
bcpe-4316	12	14	social	social	ADJ
bcpe-4316	12	15	media	medium	NOUN
bcpe-4316	12	16	networks	network	NOUN
bcpe-4316	12	17	,	,	PUNCT
bcpe-4316	12	18	there	there	PRON
bcpe-4316	12	19	have	have	AUX
bcpe-4316	12	20	been	be	AUX
bcpe-4316	12	21	some	some	DET
bcpe-4316	12	22	significant	significant	ADJ
bcpe-4316	12	23	milestones	milestone	NOUN
bcpe-4316	12	24	in	in	ADP
bcpe-4316	12	25	the	the	DET
bcpe-4316	12	26	internet	internet	NOUN
bcpe-4316	12	27	's	's	PART
bcpe-4316	12	28	rapid	rapid	ADJ
bcpe-4316	12	29	expansion	expansion	NOUN
bcpe-4316	12	30	and	and	CCONJ
bcpe-4316	12	31	rise	rise	NOUN
bcpe-4316	12	32	.	.	PUNCT
bcpe-4316	13	1	social	social	ADJ
bcpe-4316	13	2	media	medium	NOUN
bcpe-4316	13	3	global	global	ADJ
bcpe-4316	13	4	penetration	penetration	NOUN
bcpe-4316	13	5	has	have	AUX
bcpe-4316	13	6	reached	reach	VERB
bcpe-4316	13	7	60	60	NUM
bcpe-4316	13	8	%	%	NOUN
bcpe-4316	13	9	in	in	ADP
bcpe-4316	13	10	2022	2022	NUM
bcpe-4316	13	11	,	,	PUNCT
bcpe-4316	13	12	with	with	ADP
bcpe-4316	13	13	global	global	ADJ
bcpe-4316	13	14	social	social	ADJ
bcpe-4316	13	15	media	medium	NOUN
bcpe-4316	13	16	audiences	audience	NOUN
bcpe-4316	13	17	totaling	total	VERB
bcpe-4316	13	18	4.59	4.59	NUM
bcpe-4316	13	19	billion	billion	NUM
bcpe-4316	13	20	users	user	NOUN
bcpe-4316	13	21	,	,	PUNCT
bcpe-4316	13	22	and	and	CCONJ
bcpe-4316	13	23	it	it	PRON
bcpe-4316	13	24	is	be	AUX
bcpe-4316	13	25	expected	expect	VERB
bcpe-4316	13	26	to	to	PART
bcpe-4316	13	27	rise	rise	VERB
bcpe-4316	13	28	steadily	steadily	ADV
bcpe-4316	13	29	over	over	ADP
bcpe-4316	13	30	the	the	DET
bcpe-4316	13	31	next	next	ADJ
bcpe-4316	13	32	five	five	NUM
bcpe-4316	13	33	years	year	NOUN
bcpe-4316	14	1	[	[	X
bcpe-4316	14	2	2	2	NUM
bcpe-4316	14	3	]	]	PUNCT
bcpe-4316	14	4	.	.	PUNCT
bcpe-4316	15	1	based	base	VERB
bcpe-4316	15	2	on	on	ADP
bcpe-4316	15	3	decades	decade	NOUN
bcpe-4316	15	4	of	of	ADP
bcpe-4316	15	5	research	research	NOUN
bcpe-4316	15	6	,	,	PUNCT
bcpe-4316	15	7	social	social	ADJ
bcpe-4316	15	8	media	medium	NOUN
bcpe-4316	15	9	sites	site	NOUN
bcpe-4316	15	10	and	and	CCONJ
bcpe-4316	15	11	apps	app	NOUN
bcpe-4316	15	12	have	have	AUX
bcpe-4316	15	13	become	become	VERB
bcpe-4316	15	14	some	some	PRON
bcpe-4316	15	15	of	of	ADP
bcpe-4316	15	16	the	the	DET
bcpe-4316	15	17	most	most	ADV
bcpe-4316	15	18	essential	essential	ADJ
bcpe-4316	15	19	instruments	instrument	NOUN
bcpe-4316	15	20	in	in	ADP
bcpe-4316	15	21	this	this	DET
bcpe-4316	15	22	digital	digital	ADJ
bcpe-4316	15	23	era	era	NOUN
bcpe-4316	15	24	,	,	PUNCT
bcpe-4316	15	25	and	and	CCONJ
bcpe-4316	15	26	they	they	PRON
bcpe-4316	15	27	may	may	AUX
bcpe-4316	15	28	be	be	AUX
bcpe-4316	15	29	regarded	regard	VERB
bcpe-4316	15	30	a	a	DET
bcpe-4316	15	31	part	part	NOUN
bcpe-4316	15	32	of	of	ADP
bcpe-4316	15	33	people	people	NOUN
bcpe-4316	15	34	's	's	PART
bcpe-4316	15	35	lives	life	NOUN
bcpe-4316	15	36	.	.	PUNCT
bcpe-4316	16	1	people	people	NOUN
bcpe-4316	16	2	use	use	VERB
bcpe-4316	16	3	platforms	platform	NOUN
bcpe-4316	16	4	like	like	ADP
bcpe-4316	16	5	as	as	ADP
bcpe-4316	16	6	youtube	youtube	NOUN
bcpe-4316	16	7	,	,	PUNCT
bcpe-4316	16	8	facebook	facebook	PROPN
bcpe-4316	16	9	,	,	PUNCT
bcpe-4316	16	10	instagram	instagram	PROPN
bcpe-4316	16	11	,	,	PUNCT
bcpe-4316	16	12	twitter	twitter	NOUN
bcpe-4316	16	13	,	,	PUNCT
bcpe-4316	16	14	and	and	CCONJ
bcpe-4316	16	15	sina	sina	PROPN
bcpe-4316	16	16	weibo	weibo	VERB
bcpe-4316	16	17	to	to	PART
bcpe-4316	16	18	receive	receive	VERB
bcpe-4316	16	19	information	information	NOUN
bcpe-4316	16	20	,	,	PUNCT
bcpe-4316	16	21	stay	stay	VERB
bcpe-4316	16	22	in	in	ADP
bcpe-4316	16	23	touch	touch	NOUN
bcpe-4316	16	24	with	with	ADP
bcpe-4316	16	25	friends	friend	NOUN
bcpe-4316	16	26	,	,	PUNCT
bcpe-4316	16	27	fill	fill	VERB
bcpe-4316	16	28	spare	spare	ADJ
bcpe-4316	16	29	time	time	NOUN
bcpe-4316	16	30	,	,	PUNCT
bcpe-4316	16	31	and	and	CCONJ
bcpe-4316	16	32	even	even	ADV
bcpe-4316	16	33	do	do	VERB
bcpe-4316	16	34	business	business	NOUN
bcpe-4316	16	35	.	.	PUNCT
bcpe-4316	17	1	because	because	SCONJ
bcpe-4316	17	2	of	of	ADP
bcpe-4316	17	3	the	the	DET
bcpe-4316	17	4	rapid	rapid	ADJ
bcpe-4316	17	5	spread	spread	NOUN
bcpe-4316	17	6	of	of	ADP
bcpe-4316	17	7	covid-19	covid-19	PROPN
bcpe-4316	17	8	,	,	PUNCT
bcpe-4316	17	9	the	the	DET
bcpe-4316	17	10	globe	globe	NOUN
bcpe-4316	17	11	has	have	AUX
bcpe-4316	17	12	been	be	AUX
bcpe-4316	17	13	in	in	ADP
bcpe-4316	17	14	a	a	DET
bcpe-4316	17	15	state	state	NOUN
bcpe-4316	17	16	of	of	ADP
bcpe-4316	17	17	panic	panic	NOUN
bcpe-4316	17	18	and	and	CCONJ
bcpe-4316	17	19	turmoil	turmoil	NOUN
bcpe-4316	17	20	since	since	SCONJ
bcpe-4316	17	21	the	the	DET
bcpe-4316	17	22	initial	initial	ADJ
bcpe-4316	17	23	report	report	NOUN
bcpe-4316	17	24	in	in	ADP
bcpe-4316	17	25	december	december	PROPN
bcpe-4316	17	26	2019	2019	NUM
bcpe-4316	17	27	became	become	VERB
bcpe-4316	17	28	public	public	ADJ
bcpe-4316	17	29	and	and	CCONJ
bcpe-4316	17	30	then	then	ADV
bcpe-4316	17	31	brought	bring	VERB
bcpe-4316	17	32	unprecedented	unprecedented	ADJ
bcpe-4316	17	33	issues	issue	NOUN
bcpe-4316	17	34	globally	globally	ADV
bcpe-4316	17	35	.	.	PUNCT
bcpe-4316	18	1	the	the	DET
bcpe-4316	18	2	social	social	ADJ
bcpe-4316	18	3	media	medium	NOUN
bcpe-4316	18	4	industry	industry	NOUN
bcpe-4316	18	5	is	be	AUX
bcpe-4316	18	6	not	not	PART
bcpe-4316	18	7	an	an	DET
bcpe-4316	18	8	exception	exception	NOUN
bcpe-4316	18	9	;	;	PUNCT
bcpe-4316	18	10	the	the	DET
bcpe-4316	18	11	advent	advent	NOUN
bcpe-4316	18	12	of	of	ADP
bcpe-4316	18	13	the	the	DET
bcpe-4316	18	14	pandemic	pandemic	ADJ
bcpe-4316	18	15	interferes	interfere	VERB
bcpe-4316	18	16	with	with	ADP
bcpe-4316	18	17	it	it	PRON
bcpe-4316	18	18	.	.	PUNCT
bcpe-4316	19	1	according	accord	VERB
bcpe-4316	19	2	to	to	ADP
bcpe-4316	19	3	the	the	PRON
bcpe-4316	19	4	who	who	PRON
bcpe-4316	19	5	's	be	AUX
bcpe-4316	19	6	report	report	NOUN
bcpe-4316	19	7	on	on	ADP
bcpe-4316	19	8	social	social	ADJ
bcpe-4316	19	9	media	medium	NOUN
bcpe-4316	19	10	&	&	CCONJ
bcpe-4316	19	11	covid-19	covid-19	PROPN
bcpe-4316	19	12	:	:	PUNCT
bcpe-4316	19	13	a	a	DET
bcpe-4316	19	14	global	global	ADJ
bcpe-4316	19	15	study	study	NOUN
bcpe-4316	19	16	of	of	ADP
bcpe-4316	19	17	digital	digital	ADJ
bcpe-4316	19	18	crisis	crisis	NOUN
bcpe-4316	19	19	interaction	interaction	NOUN
bcpe-4316	19	20	among	among	ADP
bcpe-4316	19	21	gen	gen	PROPN
bcpe-4316	19	22	z	z	NOUN
bcpe-4316	19	23	and	and	CCONJ
bcpe-4316	19	24	millennials	millennial	NOUN
bcpe-4316	19	25	,	,	PUNCT
bcpe-4316	19	26	approximately	approximately	ADV
bcpe-4316	19	27	44	44	NUM
bcpe-4316	19	28	%	%	NOUN
bcpe-4316	19	29	of	of	ADP
bcpe-4316	19	30	respondents	respondent	NOUN
bcpe-4316	19	31	would	would	AUX
bcpe-4316	19	32	prefer	prefer	VERB
bcpe-4316	19	33	to	to	PART
bcpe-4316	19	34	post	post	VERB
bcpe-4316	19	35	scientific	scientific	ADJ
bcpe-4316	19	36	content	content	NOUN
bcpe-4316	19	37	about	about	ADP
bcpe-4316	19	38	covid-19	covid-19	PROPN
bcpe-4316	19	39	on	on	ADP
bcpe-4316	19	40	social	social	ADJ
bcpe-4316	19	41	media	medium	NOUN
bcpe-4316	19	42	during	during	ADP
bcpe-4316	19	43	the	the	DET
bcpe-4316	19	44	pandemic	pandemic	ADJ
bcpe-4316	19	45	,	,	PUNCT
bcpe-4316	19	46	rather	rather	ADV
bcpe-4316	19	47	than	than	ADP
bcpe-4316	19	48	entertaining	entertaining	ADJ
bcpe-4316	19	49	or	or	CCONJ
bcpe-4316	19	50	emotional	emotional	ADJ
bcpe-4316	19	51	content	content	NOUN
bcpe-4316	19	52	[	[	X
bcpe-4316	19	53	3	3	NUM
bcpe-4316	19	54	]	]	PUNCT
bcpe-4316	19	55	.	.	PUNCT
bcpe-4316	20	1	more	more	ADV
bcpe-4316	20	2	specifically	specifically	ADV
bcpe-4316	20	3	,	,	PUNCT
bcpe-4316	20	4	between	between	ADP
bcpe-4316	20	5	april	april	PROPN
bcpe-4316	20	6	9	9	NUM
bcpe-4316	20	7	and	and	CCONJ
bcpe-4316	20	8	april	april	PROPN
bcpe-4316	20	9	15	15	NUM
bcpe-4316	20	10	,	,	PUNCT
bcpe-4316	20	11	2020	2020	NUM
bcpe-4316	20	12	,	,	PUNCT
bcpe-4316	20	13	around	around	ADP
bcpe-4316	20	14	530000	530000	NUM
bcpe-4316	20	15	tweets	tweet	NOUN
bcpe-4316	20	16	about	about	ADP
bcpe-4316	20	17	coronavirus	coronavirus	NOUN
bcpe-4316	20	18	and	and	CCONJ
bcpe-4316	20	19	covid-19	covid-19	PROPN
bcpe-4316	20	20	were	be	AUX
bcpe-4316	20	21	retrieved	retrieve	VERB
bcpe-4316	20	22	from	from	ADP
bcpe-4316	20	23	twitter	twitter	NOUN
bcpe-4316	20	24	[	[	X
bcpe-4316	20	25	4	4	NUM
bcpe-4316	20	26	]	]	PUNCT
bcpe-4316	20	27	.	.	PUNCT
bcpe-4316	21	1	during	during	ADP
bcpe-4316	21	2	the	the	DET
bcpe-4316	21	3	early	early	ADJ
bcpe-4316	21	4	stages	stage	NOUN
bcpe-4316	21	5	of	of	ADP
bcpe-4316	21	6	the	the	DET
bcpe-4316	21	7	pandemic	pandemic	NOUN
bcpe-4316	21	8	in	in	ADP
bcpe-4316	21	9	china	china	PROPN
bcpe-4316	21	10	,	,	PUNCT
bcpe-4316	21	11	the	the	DET
bcpe-4316	21	12	average	average	ADJ
bcpe-4316	21	13	number	number	NOUN
bcpe-4316	21	14	of	of	ADP
bcpe-4316	21	15	daily	daily	ADJ
bcpe-4316	21	16	posts	post	NOUN
bcpe-4316	21	17	about	about	ADP
bcpe-4316	21	18	the	the	DET
bcpe-4316	21	19	pandemic	pandemic	ADJ
bcpe-4316	21	20	on	on	ADP
bcpe-4316	21	21	sina	sina	PROPN
bcpe-4316	21	22	weibo	weibo	PROPN
bcpe-4316	21	23	was	be	AUX
bcpe-4316	21	24	around	around	ADV
bcpe-4316	21	25	343000	343000	NUM
bcpe-4316	21	26	[	[	X
bcpe-4316	21	27	5	5	NUM
bcpe-4316	21	28	]	]	PUNCT
bcpe-4316	21	29	.	.	PUNCT
bcpe-4316	22	1	these	these	DET
bcpe-4316	22	2	figures	figure	NOUN
bcpe-4316	22	3	indicate	indicate	VERB
bcpe-4316	22	4	that	that	SCONJ
bcpe-4316	22	5	covid-19	covid-19	PROPN
bcpe-4316	22	6	pandemic	pandemic	ADJ
bcpe-4316	22	7	discourses	discourse	NOUN
bcpe-4316	22	8	have	have	AUX
bcpe-4316	22	9	spread	spread	VERB
bcpe-4316	22	10	fast	fast	ADV
bcpe-4316	22	11	via	via	ADP
bcpe-4316	22	12	social	social	ADJ
bcpe-4316	22	13	media	medium	NOUN
bcpe-4316	22	14	to	to	PART
bcpe-4316	22	15	compensate	compensate	VERB
bcpe-4316	22	16	for	for	ADP
bcpe-4316	22	17	restrictions	restriction	NOUN
bcpe-4316	22	18	on	on	ADP
bcpe-4316	22	19	physical	physical	ADJ
bcpe-4316	22	20	interactions	interaction	NOUN
bcpe-4316	22	21	and	and	CCONJ
bcpe-4316	22	22	social	social	ADJ
bcpe-4316	22	23	contact	contact	NOUN
bcpe-4316	22	24	among	among	ADP
bcpe-4316	22	25	people	people	NOUN
bcpe-4316	22	26	.	.	PUNCT
bcpe-4316	23	1	previous	previous	ADJ
bcpe-4316	23	2	research	research	NOUN
bcpe-4316	23	3	has	have	AUX
bcpe-4316	23	4	found	find	VERB
bcpe-4316	23	5	close	close	ADJ
bcpe-4316	23	6	association	association	NOUN
bcpe-4316	23	7	between	between	ADP
bcpe-4316	23	8	social	social	ADJ
bcpe-4316	23	9	media	medium	NOUN
bcpe-4316	23	10	and	and	CCONJ
bcpe-4316	23	11	the	the	DET
bcpe-4316	23	12	covid-19	covid-19	PROPN
bcpe-4316	23	13	,	,	PUNCT
bcpe-4316	23	14	which	which	PRON
bcpe-4316	23	15	is	be	AUX
bcpe-4316	23	16	involved	involve	VERB
bcpe-4316	23	17	in	in	ADP
bcpe-4316	23	18	politics	politic	NOUN
bcpe-4316	23	19	,	,	PUNCT
bcpe-4316	23	20	health	health	NOUN
bcpe-4316	23	21	care	care	NOUN
bcpe-4316	23	22	,	,	PUNCT
bcpe-4316	23	23	education	education	NOUN
bcpe-4316	23	24	,	,	PUNCT
bcpe-4316	23	25	and	and	CCONJ
bcpe-4316	23	26	marketing	marketing	NOUN
bcpe-4316	23	27	.	.	PUNCT
bcpe-4316	24	1	according	accord	VERB
bcpe-4316	24	2	to	to	ADP
bcpe-4316	24	3	nulty	nulty	PROPN
bcpe-4316	24	4	et	et	PROPN
bcpe-4316	24	5	al	al	PROPN
bcpe-4316	24	6	.	.	PROPN
bcpe-4316	24	7	,	,	PUNCT
bcpe-4316	24	8	every	every	DET
bcpe-4316	24	9	political	political	ADJ
bcpe-4316	24	10	party	party	NOUN
bcpe-4316	24	11	uses	use	VERB
bcpe-4316	24	12	social	social	ADJ
bcpe-4316	24	13	media	medium	NOUN
bcpe-4316	24	14	platforms	platform	NOUN
bcpe-4316	24	15	for	for	ADP
bcpe-4316	24	16	politics	politic	NOUN
bcpe-4316	24	17	,	,	PUNCT
bcpe-4316	24	18	and	and	CCONJ
bcpe-4316	24	19	these	these	DET
bcpe-4316	24	20	channels	channel	NOUN
bcpe-4316	24	21	allow	allow	VERB
bcpe-4316	24	22	those	those	PRON
bcpe-4316	24	23	with	with	ADP
bcpe-4316	24	24	less	less	ADJ
bcpe-4316	24	25	budgets	budget	NOUN
bcpe-4316	24	26	to	to	AUX
bcpe-4316	24	27	bcp	bcp	VERB
bcpe-4316	24	28	education	education	PROPN
bcpe-4316	24	29	&	&	CCONJ
bcpe-4316	24	30	psychology	psychology	PROPN
bcpe-4316	24	31	cepc	cepc	PROPN
bcpe-4316	24	32	2022	2022	NUM
bcpe-4316	24	33	volume	volume	NOUN
bcpe-4316	24	34	8	8	NUM
bcpe-4316	24	35	(	(	PUNCT
bcpe-4316	24	36	2023	2023	NUM
bcpe-4316	24	37	)	)	PUNCT
bcpe-4316	24	38	192	192	NUM
bcpe-4316	24	39	convey	convey	VERB
bcpe-4316	24	40	their	their	PRON
bcpe-4316	24	41	messages	message	NOUN
bcpe-4316	24	42	inexpensively	inexpensively	ADV
bcpe-4316	24	43	[	[	X
bcpe-4316	24	44	6	6	NUM
bcpe-4316	24	45	]	]	PUNCT
bcpe-4316	24	46	.	.	PUNCT
bcpe-4316	25	1	since	since	SCONJ
bcpe-4316	25	2	a	a	DET
bcpe-4316	25	3	list	list	NOUN
bcpe-4316	25	4	of	of	ADP
bcpe-4316	25	5	covid-19	covid-19	PROPN
bcpe-4316	25	6	pandemic	pandemic	ADJ
bcpe-4316	25	7	hashtags	hashtag	NOUN
bcpe-4316	25	8	appeared	appear	VERB
bcpe-4316	25	9	as	as	ADP
bcpe-4316	25	10	hot	hot	ADJ
bcpe-4316	25	11	topics	topic	NOUN
bcpe-4316	25	12	on	on	ADP
bcpe-4316	25	13	twitter	twitter	NOUN
bcpe-4316	25	14	,	,	PUNCT
bcpe-4316	25	15	64.8	64.8	NUM
bcpe-4316	25	16	%	%	NOUN
bcpe-4316	25	17	of	of	ADP
bcpe-4316	25	18	un	un	PROPN
bcpe-4316	25	19	member	member	PROPN
bcpe-4316	25	20	states	states	PROPN
bcpe-4316	25	21	had	have	VERB
bcpe-4316	25	22	a	a	DET
bcpe-4316	25	23	leader	leader	NOUN
bcpe-4316	25	24	who	who	PRON
bcpe-4316	25	25	tweeted	tweet	VERB
bcpe-4316	25	26	about	about	ADP
bcpe-4316	25	27	covid-19	covid-19	PROPN
bcpe-4316	25	28	,	,	PUNCT
bcpe-4316	25	29	and	and	CCONJ
bcpe-4316	25	30	there	there	PRON
bcpe-4316	25	31	was	be	VERB
bcpe-4316	25	32	a	a	DET
bcpe-4316	25	33	considerable	considerable	ADJ
bcpe-4316	25	34	growth	growth	NOUN
bcpe-4316	25	35	rate	rate	NOUN
bcpe-4316	25	36	of	of	ADP
bcpe-4316	25	37	twitter	twitter	NOUN
bcpe-4316	25	38	followers	follower	NOUN
bcpe-4316	25	39	for	for	ADP
bcpe-4316	25	40	leading	lead	VERB
bcpe-4316	25	41	politicians	politician	NOUN
bcpe-4316	25	42	who	who	PRON
bcpe-4316	25	43	used	use	VERB
bcpe-4316	25	44	their	their	PRON
bcpe-4316	25	45	accounts	account	NOUN
bcpe-4316	25	46	frequently	frequently	ADV
bcpe-4316	25	47	in	in	ADP
bcpe-4316	25	48	comparison	comparison	NOUN
bcpe-4316	25	49	to	to	ADP
bcpe-4316	25	50	pre	pre	ADJ
bcpe-4316	25	51	-	-	ADJ
bcpe-4316	25	52	pandemic	pandemic	ADJ
bcpe-4316	25	53	months	month	NOUN
bcpe-4316	26	1	[	[	X
bcpe-4316	26	2	7	7	NUM
bcpe-4316	26	3	]	]	PUNCT
bcpe-4316	26	4	.	.	PUNCT
bcpe-4316	27	1	president	president	PROPN
bcpe-4316	27	2	donald	donald	PROPN
bcpe-4316	27	3	trump	trump	PROPN
bcpe-4316	27	4	of	of	ADP
bcpe-4316	27	5	the	the	DET
bcpe-4316	27	6	united	united	PROPN
bcpe-4316	27	7	states	states	PROPN
bcpe-4316	27	8	,	,	PUNCT
bcpe-4316	27	9	prime	prime	PROPN
bcpe-4316	27	10	minister	minister	PROPN
bcpe-4316	27	11	boris	boris	PROPN
bcpe-4316	27	12	johnson	johnson	PROPN
bcpe-4316	27	13	of	of	ADP
bcpe-4316	27	14	the	the	DET
bcpe-4316	27	15	united	united	PROPN
bcpe-4316	27	16	kingdom	kingdom	PROPN
bcpe-4316	27	17	,	,	PUNCT
bcpe-4316	27	18	who	who	PRON
bcpe-4316	27	19	director	director	VERB
bcpe-4316	27	20	,	,	PUNCT
bcpe-4316	27	21	and	and	CCONJ
bcpe-4316	27	22	numerous	numerous	ADJ
bcpe-4316	27	23	european	european	PROPN
bcpe-4316	27	24	union	union	PROPN
bcpe-4316	27	25	presidents	president	NOUN
bcpe-4316	27	26	are	be	AUX
bcpe-4316	27	27	examples	example	NOUN
bcpe-4316	27	28	of	of	ADP
bcpe-4316	27	29	people	people	NOUN
bcpe-4316	27	30	who	who	PRON
bcpe-4316	27	31	use	use	VERB
bcpe-4316	27	32	social	social	ADJ
bcpe-4316	27	33	media	medium	NOUN
bcpe-4316	27	34	to	to	PART
bcpe-4316	27	35	update	update	VERB
bcpe-4316	27	36	information	information	NOUN
bcpe-4316	27	37	and	and	CCONJ
bcpe-4316	27	38	policies	policy	NOUN
bcpe-4316	27	39	on	on	ADP
bcpe-4316	27	40	vital	vital	ADJ
bcpe-4316	27	41	problems	problem	NOUN
bcpe-4316	27	42	[	[	X
bcpe-4316	27	43	8	8	NUM
bcpe-4316	27	44	]	]	PUNCT
bcpe-4316	27	45	.	.	PUNCT
bcpe-4316	28	1	in	in	ADP
bcpe-4316	28	2	order	order	NOUN
bcpe-4316	28	3	to	to	PART
bcpe-4316	28	4	promote	promote	VERB
bcpe-4316	28	5	people	people	NOUN
bcpe-4316	28	6	's	's	PART
bcpe-4316	28	7	compliance	compliance	NOUN
bcpe-4316	28	8	with	with	ADP
bcpe-4316	28	9	covid-19	covid-19	PROPN
bcpe-4316	28	10	legislation	legislation	NOUN
bcpe-4316	28	11	,	,	PUNCT
bcpe-4316	28	12	governments	government	NOUN
bcpe-4316	28	13	use	use	VERB
bcpe-4316	28	14	such	such	DET
bcpe-4316	28	15	a	a	DET
bcpe-4316	28	16	new	new	ADJ
bcpe-4316	28	17	and	and	CCONJ
bcpe-4316	28	18	stylish	stylish	ADJ
bcpe-4316	28	19	strategy	strategy	NOUN
bcpe-4316	28	20	to	to	PART
bcpe-4316	28	21	maximize	maximize	VERB
bcpe-4316	28	22	the	the	DET
bcpe-4316	28	23	possibility	possibility	NOUN
bcpe-4316	28	24	of	of	ADP
bcpe-4316	28	25	the	the	DET
bcpe-4316	28	26	public	public	ADJ
bcpe-4316	28	27	reading	reading	NOUN
bcpe-4316	28	28	and	and	CCONJ
bcpe-4316	28	29	learning	learn	VERB
bcpe-4316	28	30	the	the	DET
bcpe-4316	28	31	latest	late	ADJ
bcpe-4316	28	32	politics	politic	NOUN
bcpe-4316	28	33	and	and	CCONJ
bcpe-4316	28	34	information	information	NOUN
bcpe-4316	28	35	from	from	ADP
bcpe-4316	28	36	key	key	ADJ
bcpe-4316	28	37	government	government	NOUN
bcpe-4316	28	38	sources	source	NOUN
bcpe-4316	28	39	[	[	X
bcpe-4316	28	40	7	7	NUM
bcpe-4316	28	41	]	]	PUNCT
bcpe-4316	28	42	.	.	PUNCT
bcpe-4316	29	1	additionally	additionally	ADV
bcpe-4316	29	2	,	,	PUNCT
bcpe-4316	29	3	social	social	ADJ
bcpe-4316	29	4	networking	networking	NOUN
bcpe-4316	29	5	networks	network	NOUN
bcpe-4316	29	6	are	be	AUX
bcpe-4316	29	7	drawing	draw	VERB
bcpe-4316	29	8	more	more	ADV
bcpe-4316	29	9	medical	medical	ADJ
bcpe-4316	29	10	or	or	CCONJ
bcpe-4316	29	11	health	health	NOUN
bcpe-4316	29	12	care	care	NOUN
bcpe-4316	29	13	organizations	organization	NOUN
bcpe-4316	29	14	.	.	PUNCT
bcpe-4316	30	1	gaini	gaini	PROPN
bcpe-4316	30	2	et	et	PROPN
bcpe-4316	30	3	al	al	PROPN
bcpe-4316	30	4	.	.	PROPN
bcpe-4316	30	5	,	,	PUNCT
bcpe-4316	30	6	for	for	ADP
bcpe-4316	30	7	example	example	NOUN
bcpe-4316	30	8	,	,	PUNCT
bcpe-4316	30	9	claimed	claim	VERB
bcpe-4316	30	10	that	that	SCONJ
bcpe-4316	30	11	the	the	DET
bcpe-4316	30	12	majority	majority	NOUN
bcpe-4316	30	13	of	of	ADP
bcpe-4316	30	14	us	us	PROPN
bcpe-4316	30	15	neurology	neurology	NOUN
bcpe-4316	30	16	residency	residency	NOUN
bcpe-4316	30	17	programs	program	NOUN
bcpe-4316	30	18	started	start	VERB
bcpe-4316	30	19	twitter	twitter	NOUN
bcpe-4316	30	20	and	and	CCONJ
bcpe-4316	30	21	instagram	instagram	PROPN
bcpe-4316	30	22	profiles	profile	NOUN
bcpe-4316	30	23	after	after	ADP
bcpe-4316	30	24	march	march	PROPN
bcpe-4316	30	25	1st	1st	NOUN
bcpe-4316	30	26	,	,	PUNCT
bcpe-4316	30	27	2020	2020	NUM
bcpe-4316	31	1	[	[	X
bcpe-4316	31	2	9	9	NUM
bcpe-4316	31	3	]	]	PUNCT
bcpe-4316	31	4	.	.	PUNCT
bcpe-4316	32	1	research	research	NOUN
bcpe-4316	32	2	groups	group	NOUN
bcpe-4316	32	3	and	and	CCONJ
bcpe-4316	32	4	large	large	ADJ
bcpe-4316	32	5	national	national	ADJ
bcpe-4316	32	6	and	and	CCONJ
bcpe-4316	32	7	international	international	ADJ
bcpe-4316	32	8	studies	study	NOUN
bcpe-4316	32	9	,	,	PUNCT
bcpe-4316	32	10	such	such	ADJ
bcpe-4316	32	11	as	as	ADP
bcpe-4316	32	12	recovery	recovery	NOUN
bcpe-4316	32	13	and	and	CCONJ
bcpe-4316	32	14	the	the	DET
bcpe-4316	32	15	euroelso	euroelso	ADJ
bcpe-4316	32	16	survey	survey	NOUN
bcpe-4316	32	17	,	,	PUNCT
bcpe-4316	32	18	were	be	AUX
bcpe-4316	32	19	also	also	ADV
bcpe-4316	32	20	aggressively	aggressively	ADV
bcpe-4316	32	21	recruiting	recruit	VERB
bcpe-4316	32	22	and	and	CCONJ
bcpe-4316	32	23	reporting	report	VERB
bcpe-4316	32	24	on	on	ADP
bcpe-4316	32	25	twitter	twitter	NOUN
bcpe-4316	32	26	,	,	PUNCT
bcpe-4316	32	27	facebook	facebook	NOUN
bcpe-4316	32	28	,	,	PUNCT
bcpe-4316	32	29	and	and	CCONJ
bcpe-4316	32	30	similar	similar	ADJ
bcpe-4316	32	31	social	social	ADJ
bcpe-4316	32	32	media	medium	NOUN
bcpe-4316	32	33	platforms	platform	NOUN
bcpe-4316	32	34	[	[	X
bcpe-4316	32	35	10	10	NUM
bcpe-4316	32	36	]	]	PUNCT
bcpe-4316	32	37	.	.	PUNCT
bcpe-4316	33	1	the	the	DET
bcpe-4316	33	2	inclusion	inclusion	NOUN
bcpe-4316	33	3	of	of	ADP
bcpe-4316	33	4	health	health	NOUN
bcpe-4316	33	5	care	care	NOUN
bcpe-4316	33	6	studies	study	NOUN
bcpe-4316	33	7	and	and	CCONJ
bcpe-4316	33	8	programs	program	NOUN
bcpe-4316	33	9	causes	cause	VERB
bcpe-4316	33	10	social	social	ADJ
bcpe-4316	33	11	media	medium	NOUN
bcpe-4316	33	12	to	to	PART
bcpe-4316	33	13	cover	cover	VERB
bcpe-4316	33	14	not	not	PART
bcpe-4316	33	15	just	just	ADV
bcpe-4316	33	16	entertainment	entertainment	NOUN
bcpe-4316	33	17	but	but	CCONJ
bcpe-4316	33	18	also	also	ADV
bcpe-4316	33	19	academic	academic	ADJ
bcpe-4316	33	20	discoveries	discovery	NOUN
bcpe-4316	33	21	,	,	PUNCT
bcpe-4316	33	22	thereby	thereby	ADV
bcpe-4316	33	23	expanding	expand	VERB
bcpe-4316	33	24	key	key	ADJ
bcpe-4316	33	25	audience	audience	NOUN
bcpe-4316	33	26	demographics	demographic	NOUN
bcpe-4316	33	27	.	.	PUNCT
bcpe-4316	34	1	although	although	SCONJ
bcpe-4316	34	2	social	social	ADJ
bcpe-4316	34	3	media	medium	NOUN
bcpe-4316	34	4	has	have	VERB
bcpe-4316	34	5	a	a	DET
bcpe-4316	34	6	positive	positive	ADJ
bcpe-4316	34	7	impact	impact	NOUN
bcpe-4316	34	8	on	on	ADP
bcpe-4316	34	9	raising	raise	VERB
bcpe-4316	34	10	domestic	domestic	ADJ
bcpe-4316	34	11	awareness	awareness	NOUN
bcpe-4316	34	12	about	about	ADP
bcpe-4316	34	13	preventive	preventive	ADJ
bcpe-4316	34	14	measures	measure	NOUN
bcpe-4316	34	15	[	[	X
bcpe-4316	34	16	11	11	NUM
bcpe-4316	34	17	]	]	PUNCT
bcpe-4316	34	18	,	,	PUNCT
bcpe-4316	34	19	the	the	DET
bcpe-4316	34	20	amplification	amplification	NOUN
bcpe-4316	34	21	,	,	PUNCT
bcpe-4316	34	22	inaccuracies	inaccuracy	NOUN
bcpe-4316	34	23	,	,	PUNCT
bcpe-4316	34	24	and	and	CCONJ
bcpe-4316	34	25	misinformation	misinformation	NOUN
bcpe-4316	34	26	about	about	ADP
bcpe-4316	34	27	health	health	NOUN
bcpe-4316	34	28	[	[	X
bcpe-4316	34	29	10	10	NUM
bcpe-4316	34	30	,	,	PUNCT
bcpe-4316	34	31	12	12	NUM
bcpe-4316	34	32	]	]	PUNCT
bcpe-4316	34	33	,	,	PUNCT
bcpe-4316	34	34	as	as	ADV
bcpe-4316	34	35	well	well	ADV
bcpe-4316	34	36	as	as	ADP
bcpe-4316	34	37	the	the	DET
bcpe-4316	34	38	public	public	NOUN
bcpe-4316	34	39	's	's	PART
bcpe-4316	34	40	relatively	relatively	ADV
bcpe-4316	34	41	negative	negative	ADJ
bcpe-4316	34	42	perspectives	perspective	NOUN
bcpe-4316	34	43	on	on	ADP
bcpe-4316	34	44	aspects	aspect	NOUN
bcpe-4316	34	45	of	of	ADP
bcpe-4316	34	46	social	social	ADJ
bcpe-4316	34	47	media	medium	NOUN
bcpe-4316	34	48	[	[	X
bcpe-4316	34	49	13	13	NUM
bcpe-4316	34	50	]	]	PUNCT
bcpe-4316	34	51	,	,	PUNCT
bcpe-4316	34	52	indeed	indeed	ADV
bcpe-4316	34	53	contribute	contribute	VERB
bcpe-4316	34	54	to	to	ADP
bcpe-4316	34	55	trustworthiness	trustworthiness	NOUN
bcpe-4316	34	56	concerns	concern	NOUN
bcpe-4316	34	57	[	[	X
bcpe-4316	34	58	8	8	NUM
bcpe-4316	34	59	]	]	PUNCT
bcpe-4316	34	60	.	.	PUNCT
bcpe-4316	35	1	in	in	ADP
bcpe-4316	35	2	other	other	ADJ
bcpe-4316	35	3	words	word	NOUN
bcpe-4316	35	4	,	,	PUNCT
bcpe-4316	35	5	social	social	ADJ
bcpe-4316	35	6	media	medium	NOUN
bcpe-4316	35	7	usage	usage	NOUN
bcpe-4316	35	8	and	and	CCONJ
bcpe-4316	35	9	activity	activity	NOUN
bcpe-4316	35	10	vary	vary	VERB
bcpe-4316	35	11	according	accord	VERB
bcpe-4316	35	12	to	to	ADP
bcpe-4316	35	13	the	the	DET
bcpe-4316	35	14	material	material	NOUN
bcpe-4316	35	15	presented	present	VERB
bcpe-4316	35	16	.	.	PUNCT
bcpe-4316	36	1	moreover	moreover	ADV
bcpe-4316	36	2	,	,	PUNCT
bcpe-4316	36	3	social	social	ADJ
bcpe-4316	36	4	media	medium	NOUN
bcpe-4316	36	5	products	product	NOUN
bcpe-4316	36	6	play	play	VERB
bcpe-4316	36	7	important	important	ADJ
bcpe-4316	36	8	roles	role	NOUN
bcpe-4316	36	9	in	in	ADP
bcpe-4316	36	10	education	education	NOUN
bcpe-4316	36	11	;	;	PUNCT
bcpe-4316	36	12	for	for	ADP
bcpe-4316	36	13	example	example	NOUN
bcpe-4316	36	14	,	,	PUNCT
bcpe-4316	36	15	some	some	DET
bcpe-4316	36	16	schools	school	NOUN
bcpe-4316	36	17	decided	decide	VERB
bcpe-4316	36	18	to	to	PART
bcpe-4316	36	19	adapt	adapt	VERB
bcpe-4316	36	20	e	e	NOUN
bcpe-4316	36	21	-	-	NOUN
bcpe-4316	36	22	learning	learn	VERB
bcpe-4316	36	23	via	via	ADP
bcpe-4316	36	24	youtube	youtube	NOUN
bcpe-4316	36	25	[	[	X
bcpe-4316	36	26	14	14	NUM
bcpe-4316	36	27	]	]	PUNCT
bcpe-4316	36	28	,	,	PUNCT
bcpe-4316	36	29	to	to	PART
bcpe-4316	36	30	gain	gain	VERB
bcpe-4316	36	31	digital	digital	ADJ
bcpe-4316	36	32	social	social	ADJ
bcpe-4316	36	33	support	support	NOUN
bcpe-4316	36	34	and	and	CCONJ
bcpe-4316	36	35	use	use	VERB
bcpe-4316	36	36	collaboration	collaboration	NOUN
bcpe-4316	36	37	functions	function	NOUN
bcpe-4316	36	38	in	in	ADP
bcpe-4316	36	39	instagram	instagram	PROPN
bcpe-4316	36	40	[	[	X
bcpe-4316	36	41	15	15	NUM
bcpe-4316	36	42	]	]	PUNCT
bcpe-4316	36	43	,	,	PUNCT
bcpe-4316	36	44	and	and	CCONJ
bcpe-4316	36	45	to	to	PART
bcpe-4316	36	46	allow	allow	VERB
bcpe-4316	36	47	radiology	radiology	NOUN
bcpe-4316	36	48	students	student	NOUN
bcpe-4316	36	49	to	to	PART
bcpe-4316	36	50	share	share	VERB
bcpe-4316	36	51	videos	video	NOUN
bcpe-4316	36	52	and	and	CCONJ
bcpe-4316	36	53	make	make	VERB
bcpe-4316	36	54	the	the	DET
bcpe-4316	36	55	study	study	NOUN
bcpe-4316	36	56	more	more	ADV
bcpe-4316	36	57	interactive	interactive	ADJ
bcpe-4316	36	58	via	via	ADP
bcpe-4316	36	59	facebook	facebook	PROPN
bcpe-4316	36	60	live	live	ADV
bcpe-4316	36	61	[	[	X
bcpe-4316	36	62	16	16	NUM
bcpe-4316	36	63	]	]	PUNCT
bcpe-4316	36	64	.	.	PUNCT
bcpe-4316	37	1	these	these	DET
bcpe-4316	37	2	all	all	PRON
bcpe-4316	37	3	show	show	VERB
bcpe-4316	37	4	that	that	SCONJ
bcpe-4316	37	5	powerful	powerful	ADJ
bcpe-4316	37	6	and	and	CCONJ
bcpe-4316	37	7	multifunctional	multifunctional	ADJ
bcpe-4316	37	8	tools	tool	NOUN
bcpe-4316	37	9	spark	spark	VERB
bcpe-4316	37	10	public	public	ADJ
bcpe-4316	37	11	participation	participation	NOUN
bcpe-4316	37	12	on	on	ADP
bcpe-4316	37	13	social	social	ADJ
bcpe-4316	37	14	media	medium	NOUN
bcpe-4316	37	15	sites	site	NOUN
bcpe-4316	37	16	.	.	PUNCT
bcpe-4316	38	1	furthermore	furthermore	ADV
bcpe-4316	38	2	,	,	PUNCT
bcpe-4316	38	3	many	many	ADJ
bcpe-4316	38	4	companies	company	NOUN
bcpe-4316	38	5	attempt	attempt	VERB
bcpe-4316	38	6	to	to	PART
bcpe-4316	38	7	use	use	VERB
bcpe-4316	38	8	social	social	ADJ
bcpe-4316	38	9	media	medium	NOUN
bcpe-4316	38	10	marketing	marketing	NOUN
bcpe-4316	38	11	and	and	CCONJ
bcpe-4316	38	12	advertising	advertising	NOUN
bcpe-4316	38	13	to	to	PART
bcpe-4316	38	14	raise	raise	VERB
bcpe-4316	38	15	brand	brand	NOUN
bcpe-4316	38	16	awareness	awareness	NOUN
bcpe-4316	38	17	,	,	PUNCT
bcpe-4316	38	18	attract	attract	VERB
bcpe-4316	38	19	potential	potential	ADJ
bcpe-4316	38	20	consumers	consumer	NOUN
bcpe-4316	38	21	,	,	PUNCT
bcpe-4316	38	22	meet	meet	VERB
bcpe-4316	38	23	customer	customer	NOUN
bcpe-4316	38	24	demands	demand	NOUN
bcpe-4316	38	25	,	,	PUNCT
bcpe-4316	38	26	and	and	CCONJ
bcpe-4316	38	27	achieve	achieve	VERB
bcpe-4316	38	28	targeted	target	VERB
bcpe-4316	38	29	conversion	conversion	NOUN
bcpe-4316	38	30	rates	rate	NOUN
bcpe-4316	38	31	.	.	PUNCT
bcpe-4316	39	1	according	accord	VERB
bcpe-4316	39	2	to	to	ADP
bcpe-4316	39	3	statista	statista	NOUN
bcpe-4316	39	4	,	,	PUNCT
bcpe-4316	39	5	companies	company	NOUN
bcpe-4316	39	6	seeking	seek	VERB
bcpe-4316	39	7	additional	additional	ADJ
bcpe-4316	39	8	consumers	consumer	NOUN
bcpe-4316	39	9	had	have	VERB
bcpe-4316	39	10	to	to	PART
bcpe-4316	39	11	pay	pay	VERB
bcpe-4316	39	12	much	much	ADV
bcpe-4316	39	13	more	more	ADJ
bcpe-4316	39	14	to	to	PART
bcpe-4316	39	15	have	have	VERB
bcpe-4316	39	16	their	their	PRON
bcpe-4316	39	17	adverts	advert	NOUN
bcpe-4316	39	18	seen	see	VERB
bcpe-4316	39	19	by	by	ADP
bcpe-4316	39	20	a	a	DET
bcpe-4316	39	21	thousand	thousand	NUM
bcpe-4316	39	22	potential	potential	ADJ
bcpe-4316	39	23	customers	customer	NOUN
bcpe-4316	39	24	from	from	ADP
bcpe-4316	39	25	2020	2020	NUM
bcpe-4316	39	26	to	to	ADP
bcpe-4316	39	27	2021	2021	NUM
bcpe-4316	39	28	due	due	ADP
bcpe-4316	39	29	to	to	ADP
bcpe-4316	39	30	an	an	DET
bcpe-4316	39	31	increase	increase	NOUN
bcpe-4316	39	32	in	in	ADP
bcpe-4316	39	33	advertising	advertising	NOUN
bcpe-4316	39	34	space	space	NOUN
bcpe-4316	39	35	demand	demand	NOUN
bcpe-4316	39	36	[	[	X
bcpe-4316	39	37	17	17	NUM
bcpe-4316	39	38	]	]	PUNCT
bcpe-4316	39	39	.	.	PUNCT
bcpe-4316	40	1	for	for	ADP
bcpe-4316	40	2	example	example	NOUN
bcpe-4316	40	3	,	,	PUNCT
bcpe-4316	40	4	nike	nike	PROPN
bcpe-4316	40	5	,	,	PUNCT
bcpe-4316	40	6	a	a	DET
bcpe-4316	40	7	well	well	ADV
bcpe-4316	40	8	-	-	PUNCT
bcpe-4316	40	9	known	know	VERB
bcpe-4316	40	10	sportswear	sportswear	NOUN
bcpe-4316	40	11	retailer	retailer	NOUN
bcpe-4316	40	12	,	,	PUNCT
bcpe-4316	40	13	offers	offer	VERB
bcpe-4316	40	14	online	online	ADJ
bcpe-4316	40	15	exercises	exercise	NOUN
bcpe-4316	40	16	through	through	ADP
bcpe-4316	40	17	its	its	PRON
bcpe-4316	40	18	own	own	ADJ
bcpe-4316	40	19	channels	channel	NOUN
bcpe-4316	40	20	and	and	CCONJ
bcpe-4316	40	21	social	social	ADJ
bcpe-4316	40	22	media	medium	NOUN
bcpe-4316	40	23	platforms	platform	NOUN
bcpe-4316	40	24	,	,	PUNCT
bcpe-4316	40	25	providing	provide	VERB
bcpe-4316	40	26	athletes	athlete	NOUN
bcpe-4316	40	27	all	all	ADV
bcpe-4316	40	28	over	over	ADP
bcpe-4316	40	29	the	the	DET
bcpe-4316	40	30	world	world	NOUN
bcpe-4316	40	31	with	with	ADP
bcpe-4316	40	32	tools	tool	NOUN
bcpe-4316	40	33	,	,	PUNCT
bcpe-4316	40	34	motivation	motivation	NOUN
bcpe-4316	40	35	,	,	PUNCT
bcpe-4316	40	36	and	and	CCONJ
bcpe-4316	40	37	affirmation	affirmation	NOUN
bcpe-4316	40	38	to	to	PART
bcpe-4316	40	39	help	help	VERB
bcpe-4316	40	40	fuel	fuel	VERB
bcpe-4316	40	41	physical	physical	ADJ
bcpe-4316	40	42	and	and	CCONJ
bcpe-4316	40	43	mental	mental	ADJ
bcpe-4316	40	44	health	health	NOUN
bcpe-4316	40	45	[	[	X
bcpe-4316	40	46	18	18	NUM
bcpe-4316	40	47	]	]	PUNCT
bcpe-4316	40	48	.	.	PUNCT
bcpe-4316	41	1	under	under	ADP
bcpe-4316	41	2	the	the	DET
bcpe-4316	41	3	strain	strain	NOUN
bcpe-4316	41	4	of	of	ADP
bcpe-4316	41	5	the	the	DET
bcpe-4316	41	6	restaurant	restaurant	NOUN
bcpe-4316	41	7	shutdown	shutdown	NOUN
bcpe-4316	41	8	and	and	CCONJ
bcpe-4316	41	9	self	self	NOUN
bcpe-4316	41	10	-	-	PUNCT
bcpe-4316	41	11	quarantine	quarantine	NOUN
bcpe-4316	41	12	policy	policy	NOUN
bcpe-4316	41	13	,	,	PUNCT
bcpe-4316	41	14	some	some	DET
bcpe-4316	41	15	takeaway	takeaway	ADJ
bcpe-4316	41	16	companies	company	NOUN
bcpe-4316	41	17	,	,	PUNCT
bcpe-4316	41	18	including	include	VERB
bcpe-4316	41	19	hungry	hungry	ADJ
bcpe-4316	41	20	panda	panda	NOUN
bcpe-4316	41	21	and	and	CCONJ
bcpe-4316	41	22	deliveroo	deliveroo	PROPN
bcpe-4316	41	23	,	,	PUNCT
bcpe-4316	41	24	sought	seek	VERB
bcpe-4316	41	25	to	to	PART
bcpe-4316	41	26	advertise	advertise	VERB
bcpe-4316	41	27	on	on	ADP
bcpe-4316	41	28	instagram	instagram	PROPN
bcpe-4316	41	29	,	,	PUNCT
bcpe-4316	41	30	twitter	twitter	NOUN
bcpe-4316	41	31	,	,	PUNCT
bcpe-4316	41	32	and	and	CCONJ
bcpe-4316	41	33	youtube	youtube	NOUN
bcpe-4316	41	34	.	.	PUNCT
bcpe-4316	42	1	other	other	ADJ
bcpe-4316	42	2	companies	company	NOUN
bcpe-4316	42	3	'	'	PART
bcpe-4316	42	4	exposure	exposure	NOUN
bcpe-4316	42	5	on	on	ADP
bcpe-4316	42	6	social	social	ADJ
bcpe-4316	42	7	media	medium	NOUN
bcpe-4316	42	8	may	may	AUX
bcpe-4316	42	9	also	also	ADV
bcpe-4316	42	10	motivate	motivate	VERB
bcpe-4316	42	11	people	people	NOUN
bcpe-4316	42	12	to	to	PART
bcpe-4316	42	13	visit	visit	VERB
bcpe-4316	42	14	these	these	DET
bcpe-4316	42	15	channels	channel	NOUN
bcpe-4316	42	16	more	more	ADV
bcpe-4316	42	17	regularly	regularly	ADV
bcpe-4316	42	18	.	.	PUNCT
bcpe-4316	43	1	in	in	ADP
bcpe-4316	43	2	terms	term	NOUN
bcpe-4316	43	3	of	of	ADP
bcpe-4316	43	4	more	more	ADJ
bcpe-4316	43	5	attention	attention	NOUN
bcpe-4316	43	6	and	and	CCONJ
bcpe-4316	43	7	demands	demand	NOUN
bcpe-4316	43	8	for	for	ADP
bcpe-4316	43	9	advertising	advertising	NOUN
bcpe-4316	43	10	spaces	space	NOUN
bcpe-4316	43	11	during	during	ADP
bcpe-4316	43	12	the	the	DET
bcpe-4316	43	13	pandemic	pandemic	ADJ
bcpe-4316	43	14	,	,	PUNCT
bcpe-4316	43	15	social	social	ADJ
bcpe-4316	43	16	media	medium	NOUN
bcpe-4316	43	17	firms	firm	NOUN
bcpe-4316	43	18	appear	appear	VERB
bcpe-4316	43	19	to	to	PART
bcpe-4316	43	20	be	be	AUX
bcpe-4316	43	21	lucrative	lucrative	ADJ
bcpe-4316	43	22	.	.	PUNCT
bcpe-4316	44	1	these	these	DET
bcpe-4316	44	2	previous	previous	ADJ
bcpe-4316	44	3	studies	study	NOUN
bcpe-4316	44	4	highlighted	highlight	VERB
bcpe-4316	44	5	how	how	SCONJ
bcpe-4316	44	6	covid-19	covid-19	PROPN
bcpe-4316	44	7	altered	alter	VERB
bcpe-4316	44	8	people	people	NOUN
bcpe-4316	44	9	's	's	PART
bcpe-4316	44	10	and	and	CCONJ
bcpe-4316	44	11	organizations	organization	NOUN
bcpe-4316	44	12	’	'	PUNCT
bcpe-4316	44	13	social	social	ADJ
bcpe-4316	44	14	media	medium	NOUN
bcpe-4316	44	15	platform	platform	NOUN
bcpe-4316	44	16	usage	usage	NOUN
bcpe-4316	44	17	behaviors	behavior	NOUN
bcpe-4316	44	18	and	and	CCONJ
bcpe-4316	44	19	habits	habit	NOUN
bcpe-4316	44	20	.	.	PUNCT
bcpe-4316	45	1	the	the	DET
bcpe-4316	45	2	increased	increase	VERB
bcpe-4316	45	3	utilization	utilization	NOUN
bcpe-4316	45	4	might	might	AUX
bcpe-4316	45	5	be	be	AUX
bcpe-4316	45	6	attributed	attribute	VERB
bcpe-4316	45	7	to	to	ADP
bcpe-4316	45	8	more	more	ADJ
bcpe-4316	45	9	new	new	ADJ
bcpe-4316	45	10	contracts	contract	NOUN
bcpe-4316	45	11	,	,	PUNCT
bcpe-4316	45	12	the	the	DET
bcpe-4316	45	13	availability	availability	NOUN
bcpe-4316	45	14	of	of	ADP
bcpe-4316	45	15	new	new	ADJ
bcpe-4316	45	16	products	product	NOUN
bcpe-4316	45	17	,	,	PUNCT
bcpe-4316	45	18	and	and	CCONJ
bcpe-4316	45	19	a	a	DET
bcpe-4316	45	20	rise	rise	NOUN
bcpe-4316	45	21	in	in	ADP
bcpe-4316	45	22	stock	stock	NOUN
bcpe-4316	45	23	price	price	NOUN
bcpe-4316	45	24	.	.	PUNCT
bcpe-4316	46	1	in	in	ADP
bcpe-4316	46	2	that	that	DET
bcpe-4316	46	3	way	way	NOUN
bcpe-4316	46	4	,	,	PUNCT
bcpe-4316	46	5	it	it	PRON
bcpe-4316	46	6	may	may	AUX
bcpe-4316	46	7	stimulate	stimulate	VERB
bcpe-4316	46	8	stock	stock	NOUN
bcpe-4316	46	9	return	return	NOUN
bcpe-4316	46	10	volatility	volatility	NOUN
bcpe-4316	46	11	.	.	PUNCT
bcpe-4316	47	1	however	however	ADV
bcpe-4316	47	2	,	,	PUNCT
bcpe-4316	47	3	only	only	ADV
bcpe-4316	47	4	a	a	DET
bcpe-4316	47	5	few	few	ADJ
bcpe-4316	47	6	studies	study	NOUN
bcpe-4316	47	7	discussed	discuss	VERB
bcpe-4316	47	8	how	how	SCONJ
bcpe-4316	47	9	exactly	exactly	ADV
bcpe-4316	47	10	the	the	DET
bcpe-4316	47	11	stock	stock	NOUN
bcpe-4316	47	12	volatility	volatility	NOUN
bcpe-4316	47	13	of	of	ADP
bcpe-4316	47	14	the	the	DET
bcpe-4316	47	15	social	social	ADJ
bcpe-4316	47	16	media	medium	NOUN
bcpe-4316	47	17	company	company	NOUN
bcpe-4316	47	18	reacts	react	VERB
bcpe-4316	47	19	to	to	PART
bcpe-4316	47	20	changes	change	NOUN
bcpe-4316	47	21	in	in	ADP
bcpe-4316	47	22	the	the	DET
bcpe-4316	47	23	covid-19	covid-19	PROPN
bcpe-4316	47	24	pandemic	pandemic	NOUN
bcpe-4316	47	25	.	.	PUNCT
bcpe-4316	48	1	to	to	PART
bcpe-4316	48	2	fill	fill	VERB
bcpe-4316	48	3	the	the	DET
bcpe-4316	48	4	void	void	NOUN
bcpe-4316	48	5	,	,	PUNCT
bcpe-4316	48	6	this	this	DET
bcpe-4316	48	7	paper	paper	NOUN
bcpe-4316	48	8	examines	examine	VERB
bcpe-4316	48	9	not	not	PART
bcpe-4316	48	10	only	only	ADV
bcpe-4316	48	11	how	how	SCONJ
bcpe-4316	48	12	the	the	DET
bcpe-4316	48	13	increase	increase	NOUN
bcpe-4316	48	14	in	in	ADP
bcpe-4316	48	15	confirmed	confirm	VERB
bcpe-4316	48	16	cases	case	NOUN
bcpe-4316	48	17	in	in	ADP
bcpe-4316	48	18	the	the	DET
bcpe-4316	48	19	us	us	PROPN
bcpe-4316	48	20	affects	affect	VERB
bcpe-4316	48	21	a	a	DET
bcpe-4316	48	22	specific	specific	ADJ
bcpe-4316	48	23	social	social	ADJ
bcpe-4316	48	24	media	medium	NOUN
bcpe-4316	48	25	company	company	NOUN
bcpe-4316	48	26	twitter	twitter	NOUN
bcpe-4316	48	27	in	in	ADP
bcpe-4316	48	28	terms	term	NOUN
bcpe-4316	48	29	of	of	ADP
bcpe-4316	48	30	stock	stock	NOUN
bcpe-4316	48	31	volatility	volatility	NOUN
bcpe-4316	48	32	,	,	PUNCT
bcpe-4316	48	33	but	but	CCONJ
bcpe-4316	48	34	also	also	ADV
bcpe-4316	48	35	how	how	SCONJ
bcpe-4316	48	36	covid-19	covid-19	PROPN
bcpe-4316	48	37	confirmed	confirm	VERB
bcpe-4316	48	38	cases	case	NOUN
bcpe-4316	48	39	around	around	ADP
bcpe-4316	48	40	the	the	DET
bcpe-4316	48	41	world	world	NOUN
bcpe-4316	48	42	influence	influence	VERB
bcpe-4316	48	43	a	a	DET
bcpe-4316	48	44	specific	specific	ADJ
bcpe-4316	48	45	social	social	ADJ
bcpe-4316	48	46	media	medium	NOUN
bcpe-4316	48	47	company	company	NOUN
bcpe-4316	48	48	twitter	twitter	NOUN
bcpe-4316	48	49	in	in	ADP
bcpe-4316	48	50	regard	regard	NOUN
bcpe-4316	48	51	to	to	ADP
bcpe-4316	48	52	stock	stock	NOUN
bcpe-4316	48	53	volatility	volatility	NOUN
bcpe-4316	48	54	,	,	PUNCT
bcpe-4316	48	55	given	give	VERB
bcpe-4316	48	56	that	that	SCONJ
bcpe-4316	48	57	more	more	ADJ
bcpe-4316	48	58	than	than	ADP
bcpe-4316	48	59	80	80	NUM
bcpe-4316	48	60	%	%	NOUN
bcpe-4316	48	61	of	of	ADP
bcpe-4316	48	62	active	active	ADJ
bcpe-4316	48	63	twitter	twitter	NOUN
bcpe-4316	48	64	users	user	NOUN
bcpe-4316	48	65	are	be	AUX
bcpe-4316	48	66	outside	outside	ADP
bcpe-4316	48	67	of	of	ADP
bcpe-4316	48	68	the	the	DET
bcpe-4316	48	69	us	us	PROPN
bcpe-4316	48	70	.	.	PUNCT
bcpe-4316	49	1	the	the	DET
bcpe-4316	49	2	specific	specific	ADJ
bcpe-4316	49	3	reason	reason	NOUN
bcpe-4316	49	4	for	for	ADP
bcpe-4316	49	5	analyzing	analyze	VERB
bcpe-4316	49	6	the	the	DET
bcpe-4316	49	7	relationship	relationship	NOUN
bcpe-4316	49	8	is	be	AUX
bcpe-4316	49	9	to	to	PART
bcpe-4316	49	10	understand	understand	VERB
bcpe-4316	49	11	the	the	DET
bcpe-4316	49	12	fluctuation	fluctuation	NOUN
bcpe-4316	49	13	pattern	pattern	NOUN
bcpe-4316	49	14	of	of	ADP
bcpe-4316	49	15	a	a	DET
bcpe-4316	49	16	social	social	ADJ
bcpe-4316	49	17	media	medium	NOUN
bcpe-4316	49	18	firm	firm	NOUN
bcpe-4316	49	19	's	's	PART
bcpe-4316	49	20	stock	stock	NOUN
bcpe-4316	49	21	return	return	NOUN
bcpe-4316	49	22	after	after	ADP
bcpe-4316	49	23	the	the	DET
bcpe-4316	49	24	spread	spread	NOUN
bcpe-4316	49	25	of	of	ADP
bcpe-4316	49	26	the	the	DET
bcpe-4316	49	27	covid-19	covid-19	PROPN
bcpe-4316	49	28	pandemic	pandemic	NOUN
bcpe-4316	49	29	,	,	PUNCT
bcpe-4316	49	30	to	to	PART
bcpe-4316	49	31	determine	determine	VERB
bcpe-4316	49	32	the	the	DET
bcpe-4316	49	33	differences	difference	NOUN
bcpe-4316	49	34	and	and	CCONJ
bcpe-4316	49	35	similarities	similarity	NOUN
bcpe-4316	49	36	with	with	ADP
bcpe-4316	49	37	the	the	DET
bcpe-4316	49	38	broad	broad	ADJ
bcpe-4316	49	39	us	us	PROPN
bcpe-4316	49	40	stock	stock	NOUN
bcpe-4316	49	41	market	market	NOUN
bcpe-4316	49	42	,	,	PUNCT
bcpe-4316	49	43	and	and	CCONJ
bcpe-4316	49	44	to	to	PART
bcpe-4316	49	45	provide	provide	VERB
bcpe-4316	49	46	relevant	relevant	ADJ
bcpe-4316	49	47	advice	advice	NOUN
bcpe-4316	49	48	to	to	ADP
bcpe-4316	49	49	investors	investor	NOUN
bcpe-4316	49	50	and	and	CCONJ
bcpe-4316	49	51	organizations	organization	NOUN
bcpe-4316	49	52	.	.	PUNCT
bcpe-4316	50	1	as	as	ADP
bcpe-4316	50	2	a	a	DET
bcpe-4316	50	3	result	result	NOUN
bcpe-4316	50	4	,	,	PUNCT
bcpe-4316	50	5	some	some	DET
bcpe-4316	50	6	irrational	irrational	ADJ
bcpe-4316	50	7	investments	investment	NOUN
bcpe-4316	50	8	or	or	CCONJ
bcpe-4316	50	9	strategies	strategy	NOUN
bcpe-4316	50	10	can	can	AUX
bcpe-4316	50	11	be	be	AUX
bcpe-4316	50	12	avoided	avoid	VERB
bcpe-4316	50	13	.	.	PUNCT
bcpe-4316	51	1	bcp	bcp	PROPN
bcpe-4316	51	2	education	education	PROPN
bcpe-4316	51	3	&	&	CCONJ
bcpe-4316	51	4	psychology	psychology	PROPN
bcpe-4316	51	5	cepc	cepc	PROPN
bcpe-4316	51	6	2022	2022	NUM
bcpe-4316	51	7	volume	volume	NOUN
bcpe-4316	51	8	8	8	NUM
bcpe-4316	51	9	(	(	PUNCT
bcpe-4316	51	10	2023	2023	NUM
bcpe-4316	51	11	)	)	PUNCT
bcpe-4316	51	12	193	193	NUM
bcpe-4316	51	13	the	the	DET
bcpe-4316	51	14	remainder	remainder	NOUN
bcpe-4316	51	15	of	of	ADP
bcpe-4316	51	16	this	this	DET
bcpe-4316	51	17	paper	paper	NOUN
bcpe-4316	51	18	is	be	AUX
bcpe-4316	51	19	organized	organize	VERB
bcpe-4316	51	20	as	as	SCONJ
bcpe-4316	51	21	follows	follow	VERB
bcpe-4316	51	22	:	:	PUNCT
bcpe-4316	51	23	section	section	NOUN
bcpe-4316	51	24	2	2	NUM
bcpe-4316	51	25	covers	cover	VERB
bcpe-4316	51	26	information	information	NOUN
bcpe-4316	51	27	about	about	ADP
bcpe-4316	51	28	the	the	DET
bcpe-4316	51	29	data	datum	NOUN
bcpe-4316	51	30	source	source	NOUN
bcpe-4316	51	31	,	,	PUNCT
bcpe-4316	51	32	data	datum	NOUN
bcpe-4316	51	33	stability	stability	NOUN
bcpe-4316	51	34	,	,	PUNCT
bcpe-4316	51	35	and	and	CCONJ
bcpe-4316	51	36	the	the	DET
bcpe-4316	51	37	models	model	NOUN
bcpe-4316	51	38	used	use	VERB
bcpe-4316	51	39	in	in	ADP
bcpe-4316	51	40	this	this	DET
bcpe-4316	51	41	paper	paper	NOUN
bcpe-4316	51	42	.	.	PUNCT
bcpe-4316	52	1	section	section	NOUN
bcpe-4316	52	2	3	3	NUM
bcpe-4316	52	3	follows	follow	VERB
bcpe-4316	52	4	,	,	PUNCT
bcpe-4316	52	5	with	with	ADP
bcpe-4316	52	6	a	a	DET
bcpe-4316	52	7	full	full	ADJ
bcpe-4316	52	8	discussion	discussion	NOUN
bcpe-4316	52	9	of	of	ADP
bcpe-4316	52	10	the	the	DET
bcpe-4316	52	11	results	result	NOUN
bcpe-4316	52	12	from	from	ADP
bcpe-4316	52	13	the	the	DET
bcpe-4316	52	14	var	var	NOUN
bcpe-4316	52	15	model	model	NOUN
bcpe-4316	52	16	and	and	CCONJ
bcpe-4316	52	17	the	the	DET
bcpe-4316	52	18	arma	arma	ADJ
bcpe-4316	52	19	-	-	PUNCT
bcpe-4316	52	20	garch	garch	NOUN
bcpe-4316	52	21	model	model	NOUN
bcpe-4316	52	22	,	,	PUNCT
bcpe-4316	52	23	as	as	ADV
bcpe-4316	52	24	well	well	ADV
bcpe-4316	52	25	as	as	ADP
bcpe-4316	52	26	additional	additional	ADJ
bcpe-4316	52	27	analysis	analysis	NOUN
bcpe-4316	52	28	on	on	ADP
bcpe-4316	52	29	the	the	DET
bcpe-4316	52	30	stock	stock	NOUN
bcpe-4316	52	31	return	return	NOUN
bcpe-4316	52	32	,	,	PUNCT
bcpe-4316	52	33	stock	stock	NOUN
bcpe-4316	52	34	volatility	volatility	NOUN
bcpe-4316	52	35	,	,	PUNCT
bcpe-4316	52	36	and	and	CCONJ
bcpe-4316	52	37	market	market	NOUN
bcpe-4316	52	38	participants	participant	NOUN
bcpe-4316	52	39	'	'	PART
bcpe-4316	52	40	behavior	behavior	NOUN
bcpe-4316	52	41	.	.	PUNCT
bcpe-4316	53	1	following	follow	VERB
bcpe-4316	53	2	that	that	PRON
bcpe-4316	53	3	,	,	PUNCT
bcpe-4316	53	4	there	there	PRON
bcpe-4316	53	5	is	be	VERB
bcpe-4316	53	6	a	a	DET
bcpe-4316	53	7	discussion	discussion	NOUN
bcpe-4316	53	8	on	on	ADP
bcpe-4316	53	9	the	the	DET
bcpe-4316	53	10	study	study	NOUN
bcpe-4316	53	11	's	's	PART
bcpe-4316	53	12	focus	focus	NOUN
bcpe-4316	53	13	,	,	PUNCT
bcpe-4316	53	14	objective	objective	NOUN
bcpe-4316	53	15	,	,	PUNCT
bcpe-4316	53	16	and	and	CCONJ
bcpe-4316	53	17	importance	importance	NOUN
bcpe-4316	53	18	.	.	PUNCT
bcpe-4316	54	1	finally	finally	ADV
bcpe-4316	54	2	,	,	PUNCT
bcpe-4316	54	3	section	section	NOUN
bcpe-4316	54	4	5	5	NUM
bcpe-4316	54	5	reiterates	reiterate	VERB
bcpe-4316	54	6	the	the	DET
bcpe-4316	54	7	final	final	ADJ
bcpe-4316	54	8	conclusion	conclusion	NOUN
bcpe-4316	54	9	briefly	briefly	ADV
bcpe-4316	54	10	.	.	PUNCT
bcpe-4316	55	1	2	2	X
bcpe-4316	55	2	.	.	X
bcpe-4316	55	3	research	research	NOUN
bcpe-4316	55	4	design	design	NOUN
bcpe-4316	55	5	2.1	2.1	NUM
bcpe-4316	55	6	data	datum	NOUN
bcpe-4316	55	7	source	source	NOUN
bcpe-4316	55	8	twitter	twitter	NOUN
bcpe-4316	55	9	is	be	AUX
bcpe-4316	55	10	one	one	NUM
bcpe-4316	55	11	of	of	ADP
bcpe-4316	55	12	the	the	DET
bcpe-4316	55	13	most	most	ADV
bcpe-4316	55	14	prominent	prominent	ADJ
bcpe-4316	55	15	social	social	ADJ
bcpe-4316	55	16	media	medium	NOUN
bcpe-4316	55	17	platforms	platform	NOUN
bcpe-4316	55	18	with	with	ADP
bcpe-4316	55	19	large	large	ADJ
bcpe-4316	55	20	masses	masse	NOUN
bcpe-4316	55	21	of	of	ADP
bcpe-4316	55	22	available	available	ADJ
bcpe-4316	55	23	data	datum	NOUN
bcpe-4316	55	24	;	;	PUNCT
bcpe-4316	55	25	it	it	PRON
bcpe-4316	55	26	can	can	AUX
bcpe-4316	55	27	be	be	AUX
bcpe-4316	55	28	representative	representative	ADJ
bcpe-4316	55	29	and	and	CCONJ
bcpe-4316	55	30	serve	serve	VERB
bcpe-4316	55	31	as	as	ADP
bcpe-4316	55	32	an	an	DET
bcpe-4316	55	33	example	example	NOUN
bcpe-4316	55	34	for	for	ADP
bcpe-4316	55	35	comprehending	comprehend	VERB
bcpe-4316	55	36	the	the	DET
bcpe-4316	55	37	social	social	ADJ
bcpe-4316	55	38	media	medium	NOUN
bcpe-4316	55	39	industry	industry	NOUN
bcpe-4316	55	40	's	's	PART
bcpe-4316	55	41	pandemic	pandemic	ADJ
bcpe-4316	55	42	influence	influence	NOUN
bcpe-4316	55	43	.	.	PUNCT
bcpe-4316	56	1	the	the	DET
bcpe-4316	56	2	study	study	NOUN
bcpe-4316	56	3	extracted	extract	VERB
bcpe-4316	56	4	daily	daily	ADJ
bcpe-4316	56	5	closing	closing	NOUN
bcpe-4316	56	6	stock	stock	NOUN
bcpe-4316	56	7	prices	price	NOUN
bcpe-4316	56	8	of	of	ADP
bcpe-4316	56	9	twitter	twitter	NOUN
bcpe-4316	56	10	and	and	CCONJ
bcpe-4316	56	11	daily	daily	ADJ
bcpe-4316	56	12	total	total	NOUN
bcpe-4316	56	13	confirmed	confirm	VERB
bcpe-4316	56	14	cases	case	NOUN
bcpe-4316	56	15	in	in	ADP
bcpe-4316	56	16	the	the	DET
bcpe-4316	56	17	us	us	PROPN
bcpe-4316	56	18	and	and	CCONJ
bcpe-4316	56	19	around	around	ADP
bcpe-4316	56	20	the	the	DET
bcpe-4316	56	21	world	world	NOUN
bcpe-4316	56	22	from	from	ADP
bcpe-4316	56	23	january	january	PROPN
bcpe-4316	56	24	23	23	NUM
bcpe-4316	56	25	,	,	PUNCT
bcpe-4316	56	26	2020	2020	NUM
bcpe-4316	56	27	to	to	ADP
bcpe-4316	56	28	april	april	PROPN
bcpe-4316	56	29	13	13	NUM
bcpe-4316	56	30	,	,	PUNCT
bcpe-4316	56	31	2022	2022	NUM
bcpe-4316	56	32	,	,	PUNCT
bcpe-4316	56	33	from	from	ADP
bcpe-4316	56	34	the	the	DET
bcpe-4316	56	35	choice	choice	NOUN
bcpe-4316	56	36	financial	financial	ADJ
bcpe-4316	56	37	terminal	terminal	NOUN
bcpe-4316	56	38	.	.	PUNCT
bcpe-4316	57	1	the	the	DET
bcpe-4316	57	2	rationale	rationale	NOUN
bcpe-4316	57	3	for	for	ADP
bcpe-4316	57	4	halting	halting	ADJ
bcpe-4316	57	5	data	datum	NOUN
bcpe-4316	57	6	collection	collection	NOUN
bcpe-4316	57	7	till	till	SCONJ
bcpe-4316	57	8	now	now	ADV
bcpe-4316	57	9	is	be	AUX
bcpe-4316	57	10	to	to	PART
bcpe-4316	57	11	avoid	avoid	VERB
bcpe-4316	57	12	the	the	DET
bcpe-4316	57	13	impact	impact	NOUN
bcpe-4316	57	14	of	of	ADP
bcpe-4316	57	15	the	the	DET
bcpe-4316	57	16	issue	issue	NOUN
bcpe-4316	57	17	that	that	PRON
bcpe-4316	57	18	elon	elon	PROPN
bcpe-4316	57	19	musk	musk	PROPN
bcpe-4316	57	20	made	make	VERB
bcpe-4316	57	21	an	an	DET
bcpe-4316	57	22	offer	offer	NOUN
bcpe-4316	57	23	to	to	PART
bcpe-4316	57	24	buy	buy	VERB
bcpe-4316	57	25	all	all	PRON
bcpe-4316	57	26	of	of	ADP
bcpe-4316	57	27	twitter	twitter	NOUN
bcpe-4316	57	28	's	's	PART
bcpe-4316	57	29	shares	share	NOUN
bcpe-4316	57	30	[	[	X
bcpe-4316	57	31	19	19	NUM
bcpe-4316	57	32	]	]	PUNCT
bcpe-4316	57	33	.	.	PUNCT
bcpe-4316	58	1	data	datum	NOUN
bcpe-4316	58	2	processing	processing	NOUN
bcpe-4316	58	3	is	be	AUX
bcpe-4316	58	4	required	require	VERB
bcpe-4316	58	5	to	to	PART
bcpe-4316	58	6	figure	figure	VERB
bcpe-4316	58	7	out	out	ADP
bcpe-4316	58	8	the	the	DET
bcpe-4316	58	9	impact	impact	NOUN
bcpe-4316	58	10	of	of	ADP
bcpe-4316	58	11	increased	increase	VERB
bcpe-4316	58	12	new	new	ADJ
bcpe-4316	58	13	cases	case	NOUN
bcpe-4316	58	14	in	in	ADP
bcpe-4316	58	15	the	the	DET
bcpe-4316	58	16	united	united	PROPN
bcpe-4316	58	17	states	states	PROPN
bcpe-4316	58	18	and	and	CCONJ
bcpe-4316	58	19	throughout	throughout	ADP
bcpe-4316	58	20	the	the	DET
bcpe-4316	58	21	world	world	NOUN
bcpe-4316	58	22	on	on	ADP
bcpe-4316	58	23	twitter	twitter	NOUN
bcpe-4316	58	24	stock	stock	NOUN
bcpe-4316	58	25	return	return	NOUN
bcpe-4316	58	26	fluctuations	fluctuation	NOUN
bcpe-4316	58	27	.	.	PUNCT
bcpe-4316	59	1	to	to	PART
bcpe-4316	59	2	elaborate	elaborate	VERB
bcpe-4316	59	3	,	,	PUNCT
bcpe-4316	59	4	today	today	NOUN
bcpe-4316	59	5	's	's	PART
bcpe-4316	59	6	total	total	ADJ
bcpe-4316	59	7	confirmed	confirm	VERB
bcpe-4316	59	8	cases	case	NOUN
bcpe-4316	59	9	in	in	ADP
bcpe-4316	59	10	the	the	DET
bcpe-4316	59	11	us	us	PROPN
bcpe-4316	59	12	and	and	CCONJ
bcpe-4316	59	13	around	around	ADP
bcpe-4316	59	14	the	the	DET
bcpe-4316	59	15	world	world	NOUN
bcpe-4316	59	16	are	be	AUX
bcpe-4316	59	17	subtracted	subtract	VERB
bcpe-4316	59	18	from	from	ADP
bcpe-4316	59	19	the	the	DET
bcpe-4316	59	20	previous	previous	ADJ
bcpe-4316	59	21	day	day	NOUN
bcpe-4316	59	22	's	's	PART
bcpe-4316	59	23	total	total	ADJ
bcpe-4316	59	24	confirmed	confirm	VERB
bcpe-4316	59	25	cases	case	NOUN
bcpe-4316	59	26	to	to	PART
bcpe-4316	59	27	obtain	obtain	VERB
bcpe-4316	59	28	the	the	DET
bcpe-4316	59	29	daily	daily	ADJ
bcpe-4316	59	30	growth	growth	NOUN
bcpe-4316	59	31	in	in	ADP
bcpe-4316	59	32	us	we	PRON
bcpe-4316	59	33	and	and	CCONJ
bcpe-4316	59	34	global	global	ADJ
bcpe-4316	59	35	new	new	ADJ
bcpe-4316	59	36	cases	case	NOUN
bcpe-4316	59	37	,	,	PUNCT
bcpe-4316	59	38	and	and	CCONJ
bcpe-4316	59	39	twitter	twitter	NOUN
bcpe-4316	59	40	stock	stock	NOUN
bcpe-4316	59	41	returns	return	NOUN
bcpe-4316	59	42	are	be	AUX
bcpe-4316	59	43	obtained	obtain	VERB
bcpe-4316	59	44	by	by	ADP
bcpe-4316	59	45	dividing	divide	VERB
bcpe-4316	59	46	the	the	DET
bcpe-4316	59	47	difference	difference	NOUN
bcpe-4316	59	48	between	between	ADP
bcpe-4316	59	49	two	two	NUM
bcpe-4316	59	50	days	day	NOUN
bcpe-4316	59	51	'	'	PART
bcpe-4316	59	52	closing	closing	NOUN
bcpe-4316	59	53	stock	stock	NOUN
bcpe-4316	59	54	prices	price	NOUN
bcpe-4316	59	55	by	by	ADP
bcpe-4316	59	56	the	the	DET
bcpe-4316	59	57	one	one	NOUN
bcpe-4316	59	58	on	on	ADP
bcpe-4316	59	59	the	the	DET
bcpe-4316	59	60	previous	previous	ADJ
bcpe-4316	59	61	day	day	NOUN
bcpe-4316	59	62	,	,	PUNCT
bcpe-4316	59	63	and	and	CCONJ
bcpe-4316	59	64	data	datum	NOUN
bcpe-4316	59	65	is	be	AUX
bcpe-4316	59	66	transformed	transform	VERB
bcpe-4316	59	67	by	by	ADP
bcpe-4316	59	68	the	the	DET
bcpe-4316	59	69	formula	formula	NOUN
bcpe-4316	59	70	𝑙𝑛(1	𝑙𝑛(1	NOUN
bcpe-4316	59	71	+	+	CCONJ
bcpe-4316	59	72	𝑥	𝑥	NOUN
bcpe-4316	59	73	)	)	PUNCT
bcpe-4316	59	74	,	,	PUNCT
bcpe-4316	60	1	continuing	continue	VERB
bcpe-4316	60	2	analysis	analysis	NOUN
bcpe-4316	60	3	in	in	ADP
bcpe-4316	60	4	the	the	DET
bcpe-4316	60	5	logarithmic	logarithmic	ADJ
bcpe-4316	60	6	scale	scale	NOUN
bcpe-4316	60	7	.	.	PUNCT
bcpe-4316	61	1	because	because	SCONJ
bcpe-4316	61	2	there	there	PRON
bcpe-4316	61	3	are	be	VERB
bcpe-4316	61	4	some	some	DET
bcpe-4316	61	5	total	total	ADJ
bcpe-4316	61	6	confirmed	confirm	VERB
bcpe-4316	61	7	cases	case	NOUN
bcpe-4316	61	8	lost	lose	VERB
bcpe-4316	61	9	on	on	ADP
bcpe-4316	61	10	specific	specific	ADJ
bcpe-4316	61	11	days	day	NOUN
bcpe-4316	61	12	,	,	PUNCT
bcpe-4316	61	13	the	the	DET
bcpe-4316	61	14	missing	miss	VERB
bcpe-4316	61	15	data	datum	NOUN
bcpe-4316	61	16	are	be	AUX
bcpe-4316	61	17	omitted	omit	VERB
bcpe-4316	61	18	during	during	ADP
bcpe-4316	61	19	the	the	DET
bcpe-4316	61	20	study	study	NOUN
bcpe-4316	61	21	.	.	PUNCT
bcpe-4316	62	1	with	with	ADP
bcpe-4316	62	2	the	the	DET
bcpe-4316	62	3	updated	update	VERB
bcpe-4316	62	4	edited	edited	ADJ
bcpe-4316	62	5	data	datum	NOUN
bcpe-4316	62	6	,	,	PUNCT
bcpe-4316	62	7	stata	stata	PROPN
bcpe-4316	62	8	was	be	AUX
bcpe-4316	62	9	used	use	VERB
bcpe-4316	62	10	to	to	PART
bcpe-4316	62	11	analyse	analyse	VERB
bcpe-4316	62	12	the	the	DET
bcpe-4316	62	13	data	datum	NOUN
bcpe-4316	62	14	and	and	CCONJ
bcpe-4316	62	15	construct	construct	VERB
bcpe-4316	62	16	models	model	NOUN
bcpe-4316	62	17	for	for	ADP
bcpe-4316	62	18	further	further	ADJ
bcpe-4316	62	19	exploration	exploration	NOUN
bcpe-4316	62	20	.	.	PUNCT
bcpe-4316	63	1	2.2	2.2	NUM
bcpe-4316	63	2	augmented	augment	VERB
bcpe-4316	63	3	dickey	dickey	PROPN
bcpe-4316	63	4	–	–	PUNCT
bcpe-4316	63	5	fuller	full	ADJ
bcpe-4316	63	6	(	(	PUNCT
bcpe-4316	63	7	adf	adf	NOUN
bcpe-4316	63	8	)	)	PUNCT
bcpe-4316	63	9	unit	unit	NOUN
bcpe-4316	63	10	root	root	NOUN
bcpe-4316	63	11	test	test	NOUN
bcpe-4316	63	12	testing	test	VERB
bcpe-4316	63	13	whether	whether	SCONJ
bcpe-4316	63	14	or	or	CCONJ
bcpe-4316	63	15	not	not	PART
bcpe-4316	63	16	the	the	DET
bcpe-4316	63	17	data	datum	NOUN
bcpe-4316	63	18	are	be	AUX
bcpe-4316	63	19	stationary	stationary	ADJ
bcpe-4316	63	20	is	be	AUX
bcpe-4316	63	21	the	the	DET
bcpe-4316	63	22	first	first	ADJ
bcpe-4316	63	23	step	step	NOUN
bcpe-4316	63	24	before	before	ADP
bcpe-4316	63	25	proceeding	proceeding	NOUN
bcpe-4316	63	26	.	.	PUNCT
bcpe-4316	64	1	based	base	VERB
bcpe-4316	64	2	on	on	ADP
bcpe-4316	64	3	the	the	DET
bcpe-4316	64	4	adf	adf	NOUN
bcpe-4316	64	5	testing	testing	NOUN
bcpe-4316	64	6	conducted	conduct	VERB
bcpe-4316	64	7	in	in	ADP
bcpe-4316	64	8	stata	stata	NOUN
bcpe-4316	64	9	,	,	PUNCT
bcpe-4316	64	10	the	the	DET
bcpe-4316	64	11	p	p	NOUN
bcpe-4316	64	12	-	-	PUNCT
bcpe-4316	64	13	values	value	NOUN
bcpe-4316	64	14	in	in	ADP
bcpe-4316	64	15	table	table	NOUN
bcpe-4316	64	16	1	1	NUM
bcpe-4316	64	17	for	for	ADP
bcpe-4316	64	18	twitter	twitter	NOUN
bcpe-4316	64	19	stock	stock	NOUN
bcpe-4316	64	20	return	return	NOUN
bcpe-4316	64	21	and	and	CCONJ
bcpe-4316	64	22	daily	daily	ADJ
bcpe-4316	64	23	new	new	ADJ
bcpe-4316	64	24	confirmed	confirm	VERB
bcpe-4316	64	25	cases	case	NOUN
bcpe-4316	64	26	in	in	ADP
bcpe-4316	64	27	the	the	DET
bcpe-4316	64	28	us	us	PROPN
bcpe-4316	64	29	and	and	CCONJ
bcpe-4316	64	30	the	the	DET
bcpe-4316	64	31	globe	globe	NOUN
bcpe-4316	64	32	all	all	PRON
bcpe-4316	64	33	equal	equal	ADJ
bcpe-4316	64	34	0	0	NUM
bcpe-4316	64	35	,	,	PUNCT
bcpe-4316	64	36	which	which	PRON
bcpe-4316	64	37	is	be	AUX
bcpe-4316	64	38	considered	consider	VERB
bcpe-4316	64	39	statistically	statistically	ADV
bcpe-4316	64	40	significant	significant	ADJ
bcpe-4316	64	41	.	.	PUNCT
bcpe-4316	65	1	due	due	ADP
bcpe-4316	65	2	to	to	ADP
bcpe-4316	65	3	these	these	DET
bcpe-4316	65	4	findings	finding	NOUN
bcpe-4316	65	5	,	,	PUNCT
bcpe-4316	65	6	there	there	PRON
bcpe-4316	65	7	is	be	VERB
bcpe-4316	65	8	enough	enough	ADJ
bcpe-4316	65	9	evidence	evidence	NOUN
bcpe-4316	65	10	to	to	PART
bcpe-4316	65	11	reject	reject	VERB
bcpe-4316	65	12	the	the	DET
bcpe-4316	65	13	null	null	ADJ
bcpe-4316	65	14	hypothesis	hypothesis	NOUN
bcpe-4316	65	15	that	that	PRON
bcpe-4316	65	16	the	the	DET
bcpe-4316	65	17	variable	variable	NOUN
bcpe-4316	65	18	contains	contain	VERB
bcpe-4316	65	19	a	a	DET
bcpe-4316	65	20	unit	unit	NOUN
bcpe-4316	65	21	root	root	NOUN
bcpe-4316	65	22	.	.	PUNCT
bcpe-4316	66	1	in	in	ADP
bcpe-4316	66	2	other	other	ADJ
bcpe-4316	66	3	words	word	NOUN
bcpe-4316	66	4	,	,	PUNCT
bcpe-4316	66	5	the	the	DET
bcpe-4316	66	6	model	model	NOUN
bcpe-4316	66	7	built	build	VERB
bcpe-4316	66	8	on	on	ADP
bcpe-4316	66	9	the	the	DET
bcpe-4316	66	10	data	datum	NOUN
bcpe-4316	66	11	is	be	AUX
bcpe-4316	66	12	feasible	feasible	ADJ
bcpe-4316	66	13	and	and	CCONJ
bcpe-4316	66	14	the	the	DET
bcpe-4316	66	15	data	datum	NOUN
bcpe-4316	66	16	are	be	AUX
bcpe-4316	66	17	stationary	stationary	ADJ
bcpe-4316	66	18	.	.	PUNCT
bcpe-4316	67	1	table	table	NOUN
bcpe-4316	67	2	1	1	NUM
bcpe-4316	67	3	.	.	PUNCT
bcpe-4316	68	1	adf	adf	NOUN
bcpe-4316	68	2	test	test	NOUN
bcpe-4316	68	3	variables	variable	VERB
bcpe-4316	68	4	t	t	NOUN
bcpe-4316	68	5	-	-	PUNCT
bcpe-4316	68	6	statistic	statistic	NOUN
bcpe-4316	68	7	p	p	NOUN
bcpe-4316	68	8	-	-	PUNCT
bcpe-4316	68	9	value	value	NOUN
bcpe-4316	68	10	twitter	twitter	NOUN
bcpe-4316	68	11	-15.1340	-15.1340	PUNCT
bcpe-4316	69	1	0.0000	0.0000	NUM
bcpe-4316	69	2	*	*	PUNCT
bcpe-4316	69	3	*	*	PUNCT
bcpe-4316	69	4	*	*	PUNCT
bcpe-4316	69	5	new	new	ADJ
bcpe-4316	69	6	confirmed	confirm	VERB
bcpe-4316	69	7	cases	case	NOUN
bcpe-4316	69	8	us	we	PRON
bcpe-4316	69	9	-10.2810	-10.2810	NUM
bcpe-4316	69	10	0.0000	0.0000	NUM
bcpe-4316	69	11	*	*	PUNCT
bcpe-4316	69	12	*	*	PUNCT
bcpe-4316	69	13	*	*	PUNCT
bcpe-4316	69	14	global	global	ADJ
bcpe-4316	69	15	-11.2650	-11.2650	NUM
bcpe-4316	69	16	0.0000	0.0000	NUM
bcpe-4316	69	17	*	*	PUNCT
bcpe-4316	69	18	*	*	PUNCT
bcpe-4316	69	19	*	*	X
bcpe-4316	69	20	2.3	2.3	NUM
bcpe-4316	69	21	vector	vector	NOUN
bcpe-4316	69	22	autoregression	autoregression	NOUN
bcpe-4316	69	23	(	(	PUNCT
bcpe-4316	69	24	var	var	NOUN
bcpe-4316	69	25	)	)	PUNCT
bcpe-4316	69	26	model	model	NOUN
bcpe-4316	69	27	the	the	DET
bcpe-4316	69	28	use	use	NOUN
bcpe-4316	69	29	of	of	ADP
bcpe-4316	69	30	the	the	DET
bcpe-4316	69	31	var	var	NOUN
bcpe-4316	69	32	model	model	NOUN
bcpe-4316	69	33	predates	predate	VERB
bcpe-4316	69	34	the	the	DET
bcpe-4316	69	35	rise	rise	NOUN
bcpe-4316	69	36	of	of	ADP
bcpe-4316	69	37	the	the	DET
bcpe-4316	69	38	var	var	NOUN
bcpe-4316	69	39	approach	approach	NOUN
bcpe-4316	69	40	[	[	X
bcpe-4316	69	41	20	20	NUM
bcpe-4316	69	42	]	]	PUNCT
bcpe-4316	69	43	,	,	PUNCT
bcpe-4316	69	44	and	and	CCONJ
bcpe-4316	69	45	it	it	PRON
bcpe-4316	69	46	can	can	AUX
bcpe-4316	69	47	be	be	AUX
bcpe-4316	69	48	traced	trace	VERB
bcpe-4316	69	49	back	back	ADV
bcpe-4316	69	50	to	to	ADP
bcpe-4316	69	51	a	a	DET
bcpe-4316	69	52	study	study	NOUN
bcpe-4316	69	53	on	on	ADP
bcpe-4316	69	54	the	the	DET
bcpe-4316	69	55	statistical	statistical	ADJ
bcpe-4316	69	56	treatment	treatment	NOUN
bcpe-4316	69	57	of	of	ADP
bcpe-4316	69	58	linear	linear	ADJ
bcpe-4316	69	59	stochastic	stochastic	ADJ
bcpe-4316	69	60	difference	difference	NOUN
bcpe-4316	69	61	equations	equation	NOUN
bcpe-4316	70	1	[	[	X
bcpe-4316	70	2	21	21	NUM
bcpe-4316	70	3	]	]	PUNCT
bcpe-4316	70	4	and	and	CCONJ
bcpe-4316	70	5	a	a	DET
bcpe-4316	70	6	study	study	NOUN
bcpe-4316	70	7	of	of	ADP
bcpe-4316	70	8	the	the	DET
bcpe-4316	70	9	autoregressive	autoregressive	ADJ
bcpe-4316	70	10	nature	nature	NOUN
bcpe-4316	70	11	of	of	ADP
bcpe-4316	70	12	the	the	DET
bcpe-4316	70	13	time	time	NOUN
bcpe-4316	70	14	series	series	NOUN
bcpe-4316	70	15	used	use	VERB
bcpe-4316	70	16	for	for	ADP
bcpe-4316	70	17	tinbergen	tinbergen	NOUN
bcpe-4316	70	18	’s	’s	PART
bcpe-4316	70	19	model	model	NOUN
bcpe-4316	70	20	of	of	ADP
bcpe-4316	70	21	the	the	DET
bcpe-4316	70	22	economic	economic	ADJ
bcpe-4316	70	23	system	system	NOUN
bcpe-4316	70	24	of	of	ADP
bcpe-4316	70	25	the	the	DET
bcpe-4316	70	26	united	united	PROPN
bcpe-4316	70	27	states	states	PROPN
bcpe-4316	71	1	[	[	X
bcpe-4316	71	2	22	22	NUM
bcpe-4316	71	3	]	]	PUNCT
bcpe-4316	71	4	before	before	ADP
bcpe-4316	71	5	reaching	reach	VERB
bcpe-4316	71	6	sim	sim	NOUN
bcpe-4316	71	7	's	's	PART
bcpe-4316	71	8	well	well	ADV
bcpe-4316	71	9	-	-	PUNCT
bcpe-4316	71	10	known	know	VERB
bcpe-4316	71	11	contribution	contribution	NOUN
bcpe-4316	71	12	to	to	ADP
bcpe-4316	71	13	var	var	NOUN
bcpe-4316	71	14	model	model	NOUN
bcpe-4316	71	15	application	application	NOUN
bcpe-4316	71	16	[	[	X
bcpe-4316	71	17	23	23	NUM
bcpe-4316	71	18	-	-	SYM
bcpe-4316	71	19	25	25	NUM
bcpe-4316	71	20	]	]	PUNCT
bcpe-4316	71	21	.	.	PUNCT
bcpe-4316	72	1	the	the	DET
bcpe-4316	72	2	var	var	NOUN
bcpe-4316	72	3	model	model	NOUN
bcpe-4316	72	4	can	can	AUX
bcpe-4316	72	5	be	be	AUX
bcpe-4316	72	6	employed	employ	VERB
bcpe-4316	72	7	to	to	PART
bcpe-4316	72	8	capture	capture	VERB
bcpe-4316	72	9	the	the	DET
bcpe-4316	72	10	relationship	relationship	NOUN
bcpe-4316	72	11	between	between	ADP
bcpe-4316	72	12	multiple	multiple	ADJ
bcpe-4316	72	13	variables	variable	NOUN
bcpe-4316	72	14	while	while	SCONJ
bcpe-4316	72	15	avoiding	avoid	VERB
bcpe-4316	72	16	the	the	DET
bcpe-4316	72	17	challenge	challenge	NOUN
bcpe-4316	72	18	of	of	ADP
bcpe-4316	72	19	model	model	NOUN
bcpe-4316	72	20	construction	construction	NOUN
bcpe-4316	72	21	based	base	VERB
bcpe-4316	72	22	on	on	ADP
bcpe-4316	72	23	rigorous	rigorous	ADJ
bcpe-4316	72	24	economic	economic	ADJ
bcpe-4316	72	25	theory	theory	NOUN
bcpe-4316	72	26	[	[	X
bcpe-4316	72	27	26	26	NUM
bcpe-4316	72	28	]	]	PUNCT
bcpe-4316	72	29	.	.	PUNCT
bcpe-4316	73	1	although	although	SCONJ
bcpe-4316	73	2	a	a	DET
bcpe-4316	73	3	few	few	ADJ
bcpe-4316	73	4	analyses	analysis	NOUN
bcpe-4316	73	5	suggested	suggest	VERB
bcpe-4316	73	6	that	that	SCONJ
bcpe-4316	73	7	the	the	DET
bcpe-4316	73	8	covid-19	covid-19	PROPN
bcpe-4316	73	9	announcement	announcement	NOUN
bcpe-4316	73	10	had	have	VERB
bcpe-4316	73	11	an	an	DET
bcpe-4316	73	12	impact	impact	NOUN
bcpe-4316	73	13	on	on	ADP
bcpe-4316	73	14	the	the	DET
bcpe-4316	73	15	social	social	ADJ
bcpe-4316	73	16	media	medium	NOUN
bcpe-4316	73	17	company	company	NOUN
bcpe-4316	73	18	,	,	PUNCT
bcpe-4316	73	19	little	little	ADJ
bcpe-4316	73	20	research	research	NOUN
bcpe-4316	73	21	suggests	suggest	VERB
bcpe-4316	73	22	that	that	SCONJ
bcpe-4316	73	23	there	there	PRON
bcpe-4316	73	24	is	be	VERB
bcpe-4316	73	25	a	a	DET
bcpe-4316	73	26	strong	strong	ADJ
bcpe-4316	73	27	intercorrelation	intercorrelation	NOUN
bcpe-4316	73	28	between	between	ADP
bcpe-4316	73	29	stock	stock	NOUN
bcpe-4316	73	30	returns	return	NOUN
bcpe-4316	73	31	and	and	CCONJ
bcpe-4316	73	32	rises	rise	NOUN
bcpe-4316	73	33	in	in	ADP
bcpe-4316	73	34	daily	daily	ADJ
bcpe-4316	73	35	confirmed	confirm	VERB
bcpe-4316	73	36	cases	case	NOUN
bcpe-4316	73	37	.	.	PUNCT
bcpe-4316	74	1	in	in	ADP
bcpe-4316	74	2	this	this	DET
bcpe-4316	74	3	context	context	NOUN
bcpe-4316	74	4	,	,	PUNCT
bcpe-4316	74	5	the	the	DET
bcpe-4316	74	6	var	var	NOUN
bcpe-4316	74	7	model	model	NOUN
bcpe-4316	74	8	was	be	AUX
bcpe-4316	74	9	chosen	choose	VERB
bcpe-4316	74	10	,	,	PUNCT
bcpe-4316	74	11	and	and	CCONJ
bcpe-4316	74	12	there	there	PRON
bcpe-4316	74	13	are	be	VERB
bcpe-4316	74	14	three	three	NUM
bcpe-4316	74	15	separate	separate	ADJ
bcpe-4316	74	16	time	time	NOUN
bcpe-4316	74	17	series	series	PROPN
bcpe-4316	74	18	variables	variable	NOUN
bcpe-4316	74	19	,	,	PUNCT
bcpe-4316	74	20	denoted	denote	VERB
bcpe-4316	74	21	by	by	ADP
bcpe-4316	74	22	𝑥𝑡,1	𝑥𝑡,1	NOUN
bcpe-4316	74	23	,	,	PUNCT
bcpe-4316	74	24	𝑥𝑡,2	𝑥𝑡,2	PROPN
bcpe-4316	74	25	,	,	PUNCT
bcpe-4316	74	26	𝑥𝑡,3	𝑥𝑡,3	PROPN
bcpe-4316	74	27	,	,	PUNCT
bcpe-4316	74	28	resulting	result	VERB
bcpe-4316	74	29	in	in	ADP
bcpe-4316	74	30	a	a	DET
bcpe-4316	74	31	trivariate	trivariate	NOUN
bcpe-4316	74	32	var(p	var(p	NOUN
bcpe-4316	74	33	)	)	PUNCT
bcpe-4316	74	34	model	model	NOUN
bcpe-4316	74	35	.	.	PUNCT
bcpe-4316	75	1	bcp	bcp	PROPN
bcpe-4316	75	2	education	education	PROPN
bcpe-4316	75	3	&	&	CCONJ
bcpe-4316	75	4	psychology	psychology	PROPN
bcpe-4316	75	5	cepc	cepc	PROPN
bcpe-4316	75	6	2022	2022	NUM
bcpe-4316	75	7	volume	volume	NOUN
bcpe-4316	75	8	8	8	NUM
bcpe-4316	75	9	(	(	PUNCT
bcpe-4316	75	10	2023	2023	NUM
bcpe-4316	75	11	)	)	PUNCT
bcpe-4316	75	12	194	194	NUM
bcpe-4316	75	13	𝑥𝑡,1	𝑥𝑡,1	NOUN
bcpe-4316	75	14	=	=	SYM
bcpe-4316	75	15	𝛼1	𝛼1	PROPN
bcpe-4316	75	16	+	+	CCONJ
bcpe-4316	75	17	∅11𝑥𝑡−1,1	∅11𝑥𝑡−1,1	NOUN
bcpe-4316	75	18	+	+	SYM
bcpe-4316	75	19	⋯	⋯	VERB
bcpe-4316	75	20	+	+	CCONJ
bcpe-4316	75	21	∅1𝑝𝑥𝑡−𝑝,1	∅1𝑝𝑥𝑡−𝑝,1	NOUN
bcpe-4316	75	22	+	+	CCONJ
bcpe-4316	75	23	𝛽11𝑥𝑡−1,2	𝛽11𝑥𝑡−1,2	ADJ
bcpe-4316	75	24	+	+	CCONJ
bcpe-4316	75	25	⋯	⋯	VERB
bcpe-4316	75	26	+	+	CCONJ
bcpe-4316	75	27	𝛽1𝑝𝑥𝑡−𝑝,2	𝛽1𝑝𝑥𝑡−𝑝,2	PROPN
bcpe-4316	75	28	+	+	CCONJ
bcpe-4316	75	29	𝛿11𝑥𝑡−1,3	𝛿11𝑥𝑡−1,3	NOUN
bcpe-4316	75	30	+	+	CCONJ
bcpe-4316	75	31	…	…	PUNCT
bcpe-4316	75	32	+	+	CCONJ
bcpe-4316	75	33	𝛿1𝑝𝑥𝑡−𝑝,3	𝛿1𝑝𝑥𝑡−𝑝,3	ADJ
bcpe-4316	76	1	+	+	CCONJ
bcpe-4316	76	2	𝑒1𝑡	𝑒1𝑡	PROPN
bcpe-4316	76	3	.	.	PUNCT
bcpe-4316	77	1	(	(	PUNCT
bcpe-4316	77	2	1	1	X
bcpe-4316	77	3	)	)	PUNCT
bcpe-4316	77	4	𝑥𝑡,2	𝑥𝑡,2	PROPN
bcpe-4316	77	5	=	=	SYM
bcpe-4316	77	6	𝛼2	𝛼2	PROPN
bcpe-4316	77	7	+	+	CCONJ
bcpe-4316	77	8	∅21𝑥𝑡−1,1	∅21𝑥𝑡−1,1	ADJ
bcpe-4316	77	9	+	+	PROPN
bcpe-4316	77	10	⋯	⋯	VERB
bcpe-4316	77	11	+	+	CCONJ
bcpe-4316	77	12	∅2𝑝𝑥𝑡−𝑝,1	∅2𝑝𝑥𝑡−𝑝,1	NOUN
bcpe-4316	77	13	+	+	CCONJ
bcpe-4316	77	14	𝛽21𝑥𝑡−1,2	𝛽21𝑥𝑡−1,2	ADJ
bcpe-4316	77	15	+	+	PROPN
bcpe-4316	77	16	⋯	⋯	PROPN
bcpe-4316	77	17	+	+	CCONJ
bcpe-4316	77	18	𝛽2𝑝𝑥𝑡−𝑝,2	𝛽2𝑝𝑥𝑡−𝑝,2	PROPN
bcpe-4316	78	1	+	+	CCONJ
bcpe-4316	78	2	𝛿21𝑥𝑡−1,3	𝛿21𝑥𝑡−1,3	ADJ
bcpe-4316	78	3	+	+	X
bcpe-4316	78	4	…	…	PUNCT
bcpe-4316	78	5	+	+	CCONJ
bcpe-4316	78	6	𝛿2𝑝𝑥𝑡−𝑝,3	𝛿2𝑝𝑥𝑡−𝑝,3	PROPN
bcpe-4316	78	7	+	+	CCONJ
bcpe-4316	78	8	𝑒2𝑡	𝑒2𝑡	NOUN
bcpe-4316	78	9	.	.	PUNCT
bcpe-4316	79	1	(	(	PUNCT
bcpe-4316	79	2	2	2	X
bcpe-4316	79	3	)	)	PUNCT
bcpe-4316	79	4	𝑥𝑡,3	𝑥𝑡,3	NOUN
bcpe-4316	79	5	=	=	PUNCT
bcpe-4316	80	1	𝛼3	𝛼3	ADV
bcpe-4316	80	2	+	+	CCONJ
bcpe-4316	80	3	∅31𝑥𝑡−1,1	∅31𝑥𝑡−1,1	VERB
bcpe-4316	80	4	+	+	CCONJ
bcpe-4316	80	5	⋯	⋯	X
bcpe-4316	80	6	+	+	CCONJ
bcpe-4316	80	7	∅3𝑝𝑥𝑡−𝑝,1	∅3𝑝𝑥𝑡−𝑝,1	NOUN
bcpe-4316	80	8	+	+	X
bcpe-4316	80	9	𝛽31𝑥𝑡−1,2	𝛽31𝑥𝑡−1,2	PROPN
bcpe-4316	80	10	+	+	CCONJ
bcpe-4316	80	11	⋯	⋯	PROPN
bcpe-4316	80	12	+	+	CCONJ
bcpe-4316	80	13	𝛽3𝑝𝑥𝑡−𝑝,2	𝛽3𝑝𝑥𝑡−𝑝,2	PROPN
bcpe-4316	80	14	+	+	NUM
bcpe-4316	80	15	𝛿31𝑥𝑡−1,3	𝛿31𝑥𝑡−1,3	NOUN
bcpe-4316	80	16	+	+	X
bcpe-4316	80	17	…	…	PUNCT
bcpe-4316	80	18	+	+	CCONJ
bcpe-4316	80	19	𝛿3𝑝𝑥𝑡−𝑝,3	𝛿3𝑝𝑥𝑡−𝑝,3	CCONJ
bcpe-4316	81	1	+	+	CCONJ
bcpe-4316	81	2	𝑒3𝑡	𝑒3𝑡	PROPN
bcpe-4316	81	3	.	.	PUNCT
bcpe-4316	82	1	(	(	PUNCT
bcpe-4316	82	2	3	3	X
bcpe-4316	82	3	)	)	PUNCT
bcpe-4316	82	4	[	[	PUNCT
bcpe-4316	82	5	𝑥𝑡,1	𝑥𝑡,1	NOUN
bcpe-4316	82	6	𝑥𝑡,2	𝑥𝑡,2	ADJ
bcpe-4316	82	7	𝑥𝑡,3	𝑥𝑡,3	PROPN
bcpe-4316	82	8	]	]	PUNCT
bcpe-4316	83	1	=	=	PUNCT
bcpe-4316	83	2	[	[	PUNCT
bcpe-4316	83	3	𝛼1	𝛼1	NOUN
bcpe-4316	83	4	𝛼2	𝛼2	VERB
bcpe-4316	83	5	𝛼3	𝛼3	ADV
bcpe-4316	83	6	]	]	PUNCT
bcpe-4316	84	1	+	+	CCONJ
bcpe-4316	84	2	[	[	PUNCT
bcpe-4316	84	3	∅11	∅11	PROPN
bcpe-4316	84	4	⋯	⋯	PROPN
bcpe-4316	84	5	∅1𝑝	∅1𝑝	PROPN
bcpe-4316	84	6	∅21	∅21	PROPN
bcpe-4316	84	7	⋯	⋯	ADP
bcpe-4316	84	8	∅2𝑝	∅2𝑝	ADJ
bcpe-4316	84	9	∅31	∅31	PROPN
bcpe-4316	84	10	⋯	⋯	PROPN
bcpe-4316	84	11	∅3𝑝	∅3𝑝	PROPN
bcpe-4316	84	12	]	]	X
bcpe-4316	84	13	[	[	PUNCT
bcpe-4316	84	14	𝑥𝑡−1,1	𝑥𝑡−1,1	X
bcpe-4316	84	15	⋮	⋮	NOUN
bcpe-4316	84	16	𝑥𝑡−𝑝,1	𝑥𝑡−𝑝,1	NOUN
bcpe-4316	84	17	]	]	PUNCT
bcpe-4316	85	1	+	+	CCONJ
bcpe-4316	85	2	[	[	PUNCT
bcpe-4316	85	3	𝛽11	𝛽11	NOUN
bcpe-4316	85	4	⋯	⋯	PROPN
bcpe-4316	85	5	𝛽1𝑝	𝛽1𝑝	PROPN
bcpe-4316	85	6	𝛽21	𝛽21	NOUN
bcpe-4316	85	7	⋯	⋯	PROPN
bcpe-4316	85	8	𝛽2𝑝	𝛽2𝑝	ADJ
bcpe-4316	85	9	𝛽31	𝛽31	NOUN
bcpe-4316	85	10	⋯	⋯	NUM
bcpe-4316	85	11	𝛽3𝑝	𝛽3𝑝	PROPN
bcpe-4316	85	12	]	]	PUNCT
bcpe-4316	85	13	[	[	PUNCT
bcpe-4316	85	14	𝑥𝑡−1,2	𝑥𝑡−1,2	PUNCT
bcpe-4316	85	15	⋮	⋮	NOUN
bcpe-4316	85	16	𝑥𝑡−𝑝,2	𝑥𝑡−𝑝,2	X
bcpe-4316	85	17	]	]	PUNCT
bcpe-4316	86	1	+	+	CCONJ
bcpe-4316	86	2	[	[	PUNCT
bcpe-4316	86	3	𝛿11	𝛿11	NOUN
bcpe-4316	86	4	⋯	⋯	PROPN
bcpe-4316	86	5	𝛿1𝑝	𝛿1𝑝	PROPN
bcpe-4316	86	6	𝛿21	𝛿21	PROPN
bcpe-4316	86	7	⋯	⋯	PROPN
bcpe-4316	86	8	𝛿2𝑝	𝛿2𝑝	NOUN
bcpe-4316	86	9	𝛿31	𝛿31	X
bcpe-4316	86	10	⋯	⋯	PROPN
bcpe-4316	86	11	𝛿3𝑝	𝛿3𝑝	PROPN
bcpe-4316	86	12	]	]	PUNCT
bcpe-4316	86	13	[	[	PUNCT
bcpe-4316	86	14	𝑥𝑡−1,3	𝑥𝑡−1,3	DET
bcpe-4316	86	15	⋮	⋮	NOUN
bcpe-4316	86	16	𝑥𝑡−𝑝,3	𝑥𝑡−𝑝,3	PRON
bcpe-4316	86	17	]	]	PUNCT
bcpe-4316	87	1	+	+	CCONJ
bcpe-4316	87	2	[	[	PUNCT
bcpe-4316	87	3	𝑒1𝑡	𝑒1𝑡	X
bcpe-4316	87	4	𝑒2𝑡	𝑒2𝑡	NOUN
bcpe-4316	87	5	𝑒3𝑡	𝑒3𝑡	PROPN
bcpe-4316	87	6	]	]	X
bcpe-4316	87	7	.	.	PUNCT
bcpe-4316	88	1	(	(	PUNCT
bcpe-4316	88	2	4	4	X
bcpe-4316	88	3	)	)	PUNCT
bcpe-4316	88	4	the	the	DET
bcpe-4316	88	5	equation	equation	NOUN
bcpe-4316	88	6	(	(	PUNCT
bcpe-4316	88	7	1	1	NUM
bcpe-4316	88	8	)	)	PUNCT
bcpe-4316	88	9	,	,	PUNCT
bcpe-4316	88	10	(	(	PUNCT
bcpe-4316	88	11	2	2	NUM
bcpe-4316	88	12	)	)	PUNCT
bcpe-4316	88	13	,	,	PUNCT
bcpe-4316	88	14	(	(	PUNCT
bcpe-4316	88	15	3	3	X
bcpe-4316	88	16	)	)	PUNCT
bcpe-4316	88	17	above	above	ADV
bcpe-4316	88	18	are	be	AUX
bcpe-4316	88	19	for	for	ADP
bcpe-4316	88	20	twitter	twitter	NOUN
bcpe-4316	88	21	stock	stock	NOUN
bcpe-4316	88	22	return	return	NOUN
bcpe-4316	88	23	,	,	PUNCT
bcpe-4316	88	24	daily	daily	ADJ
bcpe-4316	88	25	new	new	ADJ
bcpe-4316	88	26	cases	case	NOUN
bcpe-4316	88	27	in	in	ADP
bcpe-4316	88	28	the	the	DET
bcpe-4316	88	29	us	us	PROPN
bcpe-4316	88	30	,	,	PUNCT
bcpe-4316	88	31	and	and	CCONJ
bcpe-4316	88	32	daily	daily	ADJ
bcpe-4316	88	33	new	new	ADJ
bcpe-4316	88	34	cases	case	NOUN
bcpe-4316	88	35	worldwide	worldwide	ADV
bcpe-4316	88	36	,	,	PUNCT
bcpe-4316	88	37	respectively	respectively	ADV
bcpe-4316	88	38	,	,	PUNCT
bcpe-4316	88	39	while	while	SCONJ
bcpe-4316	88	40	equation	equation	NOUN
bcpe-4316	88	41	(	(	PUNCT
bcpe-4316	88	42	4	4	NUM
bcpe-4316	88	43	)	)	PUNCT
bcpe-4316	88	44	is	be	AUX
bcpe-4316	88	45	in	in	ADP
bcpe-4316	88	46	matrix	matrix	NOUN
bcpe-4316	88	47	form	form	NOUN
bcpe-4316	88	48	.	.	PUNCT
bcpe-4316	89	1	to	to	PART
bcpe-4316	89	2	clarify	clarify	VERB
bcpe-4316	89	3	,	,	PUNCT
bcpe-4316	89	4	in	in	ADP
bcpe-4316	89	5	equation	equation	NOUN
bcpe-4316	89	6	(	(	PUNCT
bcpe-4316	89	7	1	1	NUM
bcpe-4316	89	8	)	)	PUNCT
bcpe-4316	89	9	,	,	PUNCT
bcpe-4316	89	10	𝛼1	𝛼1	NOUN
bcpe-4316	89	11	+	+	CCONJ
bcpe-4316	89	12	∅11𝑥𝑡−1,1	∅11𝑥𝑡−1,1	NOUN
bcpe-4316	89	13	+	+	SYM
bcpe-4316	89	14	⋯	⋯	VERB
bcpe-4316	89	15	+	+	CCONJ
bcpe-4316	89	16	∅1𝑝𝑥𝑡−𝑝,1	∅1𝑝𝑥𝑡−𝑝,1	NOUN
bcpe-4316	89	17	represents	represent	VERB
bcpe-4316	89	18	a	a	DET
bcpe-4316	89	19	linear	linear	ADJ
bcpe-4316	89	20	function	function	NOUN
bcpe-4316	89	21	of	of	ADP
bcpe-4316	89	22	past	past	ADJ
bcpe-4316	89	23	lags	lag	NOUN
bcpe-4316	89	24	of	of	ADP
bcpe-4316	89	25	twitter	twitter	NOUN
bcpe-4316	89	26	stock	stock	NOUN
bcpe-4316	89	27	return	return	NOUN
bcpe-4316	89	28	,	,	PUNCT
bcpe-4316	89	29	while	while	SCONJ
bcpe-4316	89	30	𝛽11𝑥𝑡−1,2	𝛽11𝑥𝑡−1,2	ADJ
bcpe-4316	89	31	+	+	CCONJ
bcpe-4316	89	32	⋯	⋯	PROPN
bcpe-4316	89	33	+	+	CCONJ
bcpe-4316	89	34	𝛽1𝑝𝑥𝑡−𝑝,2	𝛽1𝑝𝑥𝑡−𝑝,2	PROPN
bcpe-4316	89	35	and	and	CCONJ
bcpe-4316	89	36	𝛿11𝑥𝑡−1,3	𝛿11𝑥𝑡−1,3	NOUN
bcpe-4316	89	37	+	+	CCONJ
bcpe-4316	89	38	⋯	⋯	PROPN
bcpe-4316	89	39	+	+	CCONJ
bcpe-4316	89	40	𝛿1𝑝𝑥𝑡−𝑝,3	𝛿1𝑝𝑥𝑡−𝑝,3	PROPN
bcpe-4316	89	41	represent	represent	VERB
bcpe-4316	89	42	past	past	ADJ
bcpe-4316	89	43	lags	lag	NOUN
bcpe-4316	89	44	of	of	ADP
bcpe-4316	89	45	daily	daily	ADJ
bcpe-4316	89	46	new	new	ADJ
bcpe-4316	89	47	cases	case	NOUN
bcpe-4316	89	48	in	in	ADP
bcpe-4316	89	49	the	the	DET
bcpe-4316	89	50	us	us	PROPN
bcpe-4316	89	51	and	and	CCONJ
bcpe-4316	89	52	daily	daily	ADJ
bcpe-4316	89	53	new	new	ADJ
bcpe-4316	89	54	cases	case	NOUN
bcpe-4316	89	55	in	in	ADP
bcpe-4316	89	56	the	the	DET
bcpe-4316	89	57	world	world	NOUN
bcpe-4316	89	58	,	,	PUNCT
bcpe-4316	89	59	𝑒1𝑡	𝑒1𝑡	PROPN
bcpe-4316	89	60	is	be	AUX
bcpe-4316	89	61	the	the	DET
bcpe-4316	89	62	error	error	NOUN
bcpe-4316	89	63	term	term	NOUN
bcpe-4316	89	64	.	.	PUNCT
bcpe-4316	90	1	as	as	ADP
bcpe-4316	90	2	a	a	DET
bcpe-4316	90	3	result	result	NOUN
bcpe-4316	90	4	,	,	PUNCT
bcpe-4316	90	5	the	the	DET
bcpe-4316	90	6	variable	variable	ADJ
bcpe-4316	90	7	twitter	twitter	NOUN
bcpe-4316	90	8	stock	stock	NOUN
bcpe-4316	90	9	return	return	NOUN
bcpe-4316	90	10	is	be	AUX
bcpe-4316	90	11	modelled	model	VERB
bcpe-4316	90	12	using	use	VERB
bcpe-4316	90	13	historical	historical	ADJ
bcpe-4316	90	14	values	value	NOUN
bcpe-4316	90	15	for	for	ADP
bcpe-4316	90	16	the	the	DET
bcpe-4316	90	17	variable	variable	NOUN
bcpe-4316	90	18	and	and	CCONJ
bcpe-4316	90	19	the	the	DET
bcpe-4316	90	20	other	other	ADJ
bcpe-4316	90	21	two	two	NUM
bcpe-4316	90	22	variables	variable	NOUN
bcpe-4316	90	23	.	.	PUNCT
bcpe-4316	91	1	similarly	similarly	ADV
bcpe-4316	91	2	,	,	PUNCT
bcpe-4316	91	3	the	the	DET
bcpe-4316	91	4	structures	structure	NOUN
bcpe-4316	91	5	of	of	ADP
bcpe-4316	91	6	the	the	DET
bcpe-4316	91	7	equations	equation	NOUN
bcpe-4316	91	8	for	for	ADP
bcpe-4316	91	9	the	the	DET
bcpe-4316	91	10	remaining	remain	VERB
bcpe-4316	91	11	two	two	NUM
bcpe-4316	91	12	variables	variable	NOUN
bcpe-4316	91	13	are	be	AUX
bcpe-4316	91	14	the	the	DET
bcpe-4316	91	15	same	same	ADJ
bcpe-4316	91	16	,	,	PUNCT
bcpe-4316	91	17	but	but	CCONJ
bcpe-4316	91	18	the	the	DET
bcpe-4316	91	19	variable	variable	NOUN
bcpe-4316	91	20	on	on	ADP
bcpe-4316	91	21	the	the	DET
bcpe-4316	91	22	left	left	NOUN
bcpe-4316	91	23	of	of	ADP
bcpe-4316	91	24	the	the	DET
bcpe-4316	91	25	equation	equation	NOUN
bcpe-4316	91	26	and	and	CCONJ
bcpe-4316	91	27	coefficients	coefficient	NOUN
bcpe-4316	91	28	are	be	AUX
bcpe-4316	91	29	changed	change	VERB
bcpe-4316	91	30	.	.	PUNCT
bcpe-4316	92	1	2.4	2.4	NUM
bcpe-4316	92	2	arma	arma	ADJ
bcpe-4316	92	3	-	-	PUNCT
bcpe-4316	92	4	garch	garch	NOUN
bcpe-4316	92	5	model	model	NOUN
bcpe-4316	92	6	the	the	DET
bcpe-4316	92	7	arma	arma	ADJ
bcpe-4316	92	8	-	-	PUNCT
bcpe-4316	92	9	garch	garch	NOUN
bcpe-4316	92	10	model	model	NOUN
bcpe-4316	92	11	can	can	AUX
bcpe-4316	92	12	evaluate	evaluate	VERB
bcpe-4316	92	13	both	both	PRON
bcpe-4316	92	14	the	the	DET
bcpe-4316	92	15	return	return	NOUN
bcpe-4316	92	16	and	and	CCONJ
bcpe-4316	92	17	volatility	volatility	NOUN
bcpe-4316	92	18	of	of	ADP
bcpe-4316	92	19	the	the	DET
bcpe-4316	92	20	twitter	twitter	NOUN
bcpe-4316	92	21	stock	stock	NOUN
bcpe-4316	92	22	.	.	PUNCT
bcpe-4316	93	1	this	this	DET
bcpe-4316	93	2	model	model	NOUN
bcpe-4316	93	3	is	be	AUX
bcpe-4316	93	4	broken	break	VERB
bcpe-4316	93	5	down	down	ADP
bcpe-4316	93	6	into	into	ADP
bcpe-4316	93	7	two	two	NUM
bcpe-4316	93	8	sections	section	NOUN
bcpe-4316	93	9	in	in	ADP
bcpe-4316	93	10	this	this	DET
bcpe-4316	93	11	paper	paper	NOUN
bcpe-4316	93	12	:	:	PUNCT
bcpe-4316	93	13	arma	arma	NOUN
bcpe-4316	93	14	and	and	CCONJ
bcpe-4316	93	15	garch	garch	NOUN
bcpe-4316	93	16	.	.	PUNCT
bcpe-4316	94	1	2.4.1	2.4.1	NUM
bcpe-4316	94	2	arma	arma	PROPN
bcpe-4316	94	3	𝑦𝑡	𝑦𝑡	NOUN
bcpe-4316	94	4	=	=	SYM
bcpe-4316	94	5	∅0	∅0	NOUN
bcpe-4316	94	6	+	+	CCONJ
bcpe-4316	94	7	∑	∑	PROPN
bcpe-4316	94	8	∅𝑖	∅𝑖	PROPN
bcpe-4316	94	9	𝑝	𝑝	PROPN
bcpe-4316	94	10	𝑖=1	𝑖=1	PUNCT
bcpe-4316	94	11	𝑦𝑡−𝑖	𝑦𝑡−𝑖	PROPN
bcpe-4316	94	12	+	+	CCONJ
bcpe-4316	94	13	𝛼𝑖	𝛼𝑖	INTJ
bcpe-4316	94	14	−	−	NOUN
bcpe-4316	94	15	∑	∑	ADP
bcpe-4316	94	16	∅𝑖	∅𝑖	PROPN
bcpe-4316	94	17	𝑞	𝑞	X
bcpe-4316	94	18	𝑖=1	𝑖=1	PROPN
bcpe-4316	94	19	𝛼𝑡−𝑖	𝛼𝑡−𝑖	PROPN
bcpe-4316	94	20	.	.	PUNCT
bcpe-4316	95	1	(	(	PUNCT
bcpe-4316	95	2	5	5	X
bcpe-4316	95	3	)	)	PUNCT
bcpe-4316	95	4	the	the	DET
bcpe-4316	95	5	general	general	ADJ
bcpe-4316	95	6	expression	expression	NOUN
bcpe-4316	95	7	of	of	ADP
bcpe-4316	95	8	the	the	DET
bcpe-4316	95	9	arma	arma	PROPN
bcpe-4316	95	10	model	model	NOUN
bcpe-4316	95	11	is	be	AUX
bcpe-4316	95	12	displayed	display	VERB
bcpe-4316	95	13	in	in	ADP
bcpe-4316	95	14	equation	equation	NOUN
bcpe-4316	95	15	(	(	PUNCT
bcpe-4316	95	16	5	5	NUM
bcpe-4316	95	17	)	)	PUNCT
bcpe-4316	95	18	.	.	PUNCT
bcpe-4316	96	1	the	the	DET
bcpe-4316	96	2	ar(p	ar(p	NOUN
bcpe-4316	96	3	)	)	PUNCT
bcpe-4316	96	4	is	be	AUX
bcpe-4316	96	5	represented	represent	VERB
bcpe-4316	96	6	by	by	ADP
bcpe-4316	96	7	the	the	DET
bcpe-4316	96	8	component	component	NOUN
bcpe-4316	96	9	∅0	∅0	NOUN
bcpe-4316	96	10	+	+	CCONJ
bcpe-4316	96	11	∑	∑	PROPN
bcpe-4316	96	12	∅𝑖	∅𝑖	PROPN
bcpe-4316	96	13	𝑝	𝑝	PROPN
bcpe-4316	96	14	𝑖=1	𝑖=1	PROPN
bcpe-4316	96	15	𝑦𝑡−𝑖	𝑦𝑡−𝑖	PROPN
bcpe-4316	96	16	,	,	PUNCT
bcpe-4316	96	17	whereas	whereas	SCONJ
bcpe-4316	96	18	the	the	DET
bcpe-4316	96	19	rest	rest	NOUN
bcpe-4316	96	20	of	of	ADP
bcpe-4316	96	21	the	the	DET
bcpe-4316	96	22	equation	equation	NOUN
bcpe-4316	96	23	is	be	AUX
bcpe-4316	96	24	ma(q	ma(q	NOUN
bcpe-4316	96	25	)	)	PUNCT
bcpe-4316	96	26	.	.	PUNCT
bcpe-4316	97	1	ar(p	ar(p	NOUN
bcpe-4316	97	2	)	)	PUNCT
bcpe-4316	97	3	estimates	estimate	VERB
bcpe-4316	97	4	future	future	ADJ
bcpe-4316	97	5	value	value	NOUN
bcpe-4316	97	6	applying	apply	VERB
bcpe-4316	97	7	past	past	ADJ
bcpe-4316	97	8	twitter	twitter	NOUN
bcpe-4316	97	9	stock	stock	NOUN
bcpe-4316	97	10	returns	return	NOUN
bcpe-4316	97	11	from	from	ADP
bcpe-4316	97	12	january	january	PROPN
bcpe-4316	97	13	2020	2020	NUM
bcpe-4316	97	14	to	to	ADP
bcpe-4316	97	15	april	april	PROPN
bcpe-4316	97	16	2022	2022	NUM
bcpe-4316	97	17	,	,	PUNCT
bcpe-4316	97	18	whilst	whilst	SCONJ
bcpe-4316	97	19	ma(q	ma(q	NOUN
bcpe-4316	97	20	)	)	PUNCT
bcpe-4316	97	21	forecasts	forecast	NOUN
bcpe-4316	97	22	using	use	VERB
bcpe-4316	97	23	an	an	DET
bcpe-4316	97	24	error	error	NOUN
bcpe-4316	97	25	term	term	NOUN
bcpe-4316	97	26	.	.	PUNCT
bcpe-4316	98	1	2.4.2	2.4.2	NUM
bcpe-4316	98	2	garch	garch	NOUN
bcpe-4316	98	3	then	then	ADV
bcpe-4316	98	4	comes	come	VERB
bcpe-4316	98	5	another	another	DET
bcpe-4316	98	6	section	section	NOUN
bcpe-4316	98	7	garch	garch	NOUN
bcpe-4316	98	8	.	.	PUNCT
bcpe-4316	99	1	garch	garch	NOUN
bcpe-4316	99	2	is	be	AUX
bcpe-4316	99	3	derived	derive	VERB
bcpe-4316	99	4	from	from	ADP
bcpe-4316	99	5	arch	arch	NOUN
bcpe-4316	99	6	fundamentally	fundamentally	ADV
bcpe-4316	99	7	,	,	PUNCT
bcpe-4316	99	8	and	and	CCONJ
bcpe-4316	99	9	both	both	PRON
bcpe-4316	99	10	treat	treat	VERB
bcpe-4316	99	11	volatility	volatility	NOUN
bcpe-4316	99	12	as	as	ADP
bcpe-4316	99	13	a	a	DET
bcpe-4316	99	14	variance	variance	NOUN
bcpe-4316	99	15	to	to	PART
bcpe-4316	99	16	be	be	AUX
bcpe-4316	99	17	modelled	model	VERB
bcpe-4316	99	18	[	[	PUNCT
bcpe-4316	99	19	27	27	NUM
bcpe-4316	99	20	]	]	PUNCT
bcpe-4316	99	21	.	.	PUNCT
bcpe-4316	100	1	in	in	ADP
bcpe-4316	100	2	this	this	DET
bcpe-4316	100	3	paper	paper	NOUN
bcpe-4316	100	4	,	,	PUNCT
bcpe-4316	100	5	garch	garch	NOUN
bcpe-4316	100	6	(	(	PUNCT
bcpe-4316	100	7	1,1	1,1	NUM
bcpe-4316	100	8	)	)	PUNCT
bcpe-4316	100	9	was	be	AUX
bcpe-4316	100	10	taken	take	VERB
bcpe-4316	100	11	into	into	ADP
bcpe-4316	100	12	account	account	NOUN
bcpe-4316	100	13	,	,	PUNCT
bcpe-4316	100	14	where	where	SCONJ
bcpe-4316	100	15	the	the	DET
bcpe-4316	100	16	first	first	ADJ
bcpe-4316	100	17	1	1	NUM
bcpe-4316	100	18	denotes	denote	NOUN
bcpe-4316	100	19	one	one	NUM
bcpe-4316	100	20	autoregressive	autoregressive	ADJ
bcpe-4316	100	21	lag	lag	NOUN
bcpe-4316	100	22	and	and	CCONJ
bcpe-4316	100	23	the	the	DET
bcpe-4316	100	24	second	second	ADJ
bcpe-4316	100	25	1	1	NUM
bcpe-4316	100	26	denotes	denote	NOUN
bcpe-4316	100	27	one	one	NUM
bcpe-4316	100	28	moving	move	VERB
bcpe-4316	100	29	average	average	ADJ
bcpe-4316	100	30	lag	lag	NOUN
bcpe-4316	100	31	.	.	PUNCT
bcpe-4316	101	1	the	the	DET
bcpe-4316	101	2	reasons	reason	NOUN
bcpe-4316	101	3	for	for	ADP
bcpe-4316	101	4	selecting	select	VERB
bcpe-4316	101	5	garch	garch	NOUN
bcpe-4316	101	6	(	(	PUNCT
bcpe-4316	101	7	1,1	1,1	NUM
bcpe-4316	101	8	)	)	PUNCT
bcpe-4316	101	9	are	be	AUX
bcpe-4316	101	10	as	as	SCONJ
bcpe-4316	101	11	follows	follow	VERB
bcpe-4316	101	12	:	:	PUNCT
bcpe-4316	101	13	it	it	PRON
bcpe-4316	101	14	has	have	VERB
bcpe-4316	101	15	fewer	few	ADJ
bcpe-4316	101	16	parameters	parameter	NOUN
bcpe-4316	101	17	than	than	ADP
bcpe-4316	101	18	arch(p	arch(p	PROPN
bcpe-4316	101	19	)	)	PUNCT
bcpe-4316	101	20	;	;	PUNCT
bcpe-4316	101	21	it	it	PRON
bcpe-4316	101	22	fits	fit	VERB
bcpe-4316	101	23	many	many	ADJ
bcpe-4316	101	24	time	time	NOUN
bcpe-4316	101	25	series	series	NOUN
bcpe-4316	101	26	well	well	ADV
bcpe-4316	101	27	[	[	X
bcpe-4316	101	28	28	28	NUM
bcpe-4316	101	29	]	]	PUNCT
bcpe-4316	101	30	,	,	PUNCT
bcpe-4316	101	31	it	it	PRON
bcpe-4316	101	32	is	be	AUX
bcpe-4316	101	33	sufficient	sufficient	ADJ
bcpe-4316	101	34	to	to	PART
bcpe-4316	101	35	capture	capture	VERB
bcpe-4316	101	36	the	the	DET
bcpe-4316	101	37	volatility	volatility	NOUN
bcpe-4316	101	38	clustering	cluster	VERB
bcpe-4316	101	39	in	in	ADP
bcpe-4316	101	40	the	the	DET
bcpe-4316	101	41	data	datum	NOUN
bcpe-4316	101	42	mentioned	mention	VERB
bcpe-4316	101	43	in	in	ADP
bcpe-4316	101	44	introductory	introductory	ADJ
bcpe-4316	101	45	econometrics	econometric	NOUN
bcpe-4316	101	46	for	for	ADP
bcpe-4316	101	47	finance	finance	NOUN
bcpe-4316	101	48	ed	ed	NOUN
bcpe-4316	101	49	third	third	ADJ
bcpe-4316	102	1	[	[	X
bcpe-4316	102	2	29	29	NUM
bcpe-4316	102	3	]	]	PUNCT
bcpe-4316	102	4	,	,	PUNCT
bcpe-4316	102	5	and	and	CCONJ
bcpe-4316	102	6	it	it	PRON
bcpe-4316	102	7	only	only	ADV
bcpe-4316	102	8	requires	require	VERB
bcpe-4316	102	9	one	one	NUM
bcpe-4316	102	10	lag	lag	NOUN
bcpe-4316	102	11	for	for	ADP
bcpe-4316	102	12	analysis	analysis	NOUN
bcpe-4316	102	13	[	[	X
bcpe-4316	102	14	29	29	NUM
bcpe-4316	102	15	]	]	PUNCT
bcpe-4316	102	16	.	.	PUNCT
bcpe-4316	103	1	as	as	ADP
bcpe-4316	103	2	a	a	DET
bcpe-4316	103	3	result	result	NOUN
bcpe-4316	103	4	,	,	PUNCT
bcpe-4316	103	5	the	the	DET
bcpe-4316	103	6	model	model	NOUN
bcpe-4316	103	7	garch	garch	NOUN
bcpe-4316	103	8	(	(	PUNCT
bcpe-4316	103	9	1,1	1,1	NUM
bcpe-4316	103	10	)	)	PUNCT
bcpe-4316	103	11	was	be	AUX
bcpe-4316	103	12	picked	pick	VERB
bcpe-4316	103	13	.	.	PUNCT
bcpe-4316	104	1	𝜎𝑡	𝜎𝑡	ADP
bcpe-4316	104	2	2	2	NUM
bcpe-4316	104	3	=	=	SYM
bcpe-4316	104	4	𝛼0,1	𝛼0,1	NOUN
bcpe-4316	104	5	+	+	NOUN
bcpe-4316	104	6	𝛼1휀𝑡−1	𝛼1휀𝑡−1	NUM
bcpe-4316	104	7	2	2	NUM
bcpe-4316	104	8	+	+	CCONJ
bcpe-4316	104	9	𝛽𝑡𝑚𝑡	𝛽𝑡𝑚𝑡	ADJ
bcpe-4316	104	10	+	+	CCONJ
bcpe-4316	104	11	𝛾1𝜎𝑡−1	𝛾1𝜎𝑡−1	ADJ
bcpe-4316	104	12	2	2	NUM
bcpe-4316	104	13	.	.	PUNCT
bcpe-4316	105	1	(	(	PUNCT
bcpe-4316	105	2	6	6	NUM
bcpe-4316	105	3	)	)	PUNCT
bcpe-4316	105	4	in	in	ADP
bcpe-4316	105	5	the	the	DET
bcpe-4316	105	6	equation	equation	NOUN
bcpe-4316	105	7	(	(	PUNCT
bcpe-4316	105	8	6	6	NUM
bcpe-4316	105	9	)	)	PUNCT
bcpe-4316	105	10	,	,	PUNCT
bcpe-4316	105	11	term	term	NOUN
bcpe-4316	105	12	𝛼1휀𝑡−1	𝛼1휀𝑡−1	NUM
bcpe-4316	105	13	2	2	NUM
bcpe-4316	105	14	is	be	AUX
bcpe-4316	105	15	arch	arch	ADJ
bcpe-4316	105	16	part	part	NOUN
bcpe-4316	105	17	and	and	CCONJ
bcpe-4316	105	18	𝛾1𝜎𝑡−1	𝛾1𝜎𝑡−1	ADJ
bcpe-4316	105	19	2	2	NUM
bcpe-4316	105	20	represents	represent	VERB
bcpe-4316	105	21	garch	garch	NOUN
bcpe-4316	105	22	part	part	NOUN
bcpe-4316	105	23	,	,	PUNCT
bcpe-4316	105	24	and	and	CCONJ
bcpe-4316	105	25	the	the	DET
bcpe-4316	105	26	additional	additional	ADJ
bcpe-4316	105	27	term	term	NOUN
bcpe-4316	105	28	𝛽𝑡𝑚𝑡	𝛽𝑡𝑚𝑡	ADJ
bcpe-4316	105	29	other	other	ADJ
bcpe-4316	105	30	than	than	ADP
bcpe-4316	105	31	the	the	DET
bcpe-4316	105	32	generalised	generalise	VERB
bcpe-4316	105	33	formula	formula	NOUN
bcpe-4316	105	34	represents	represent	VERB
bcpe-4316	105	35	confirmed	confirm	VERB
bcpe-4316	105	36	cases	case	NOUN
bcpe-4316	105	37	that	that	PRON
bcpe-4316	105	38	acted	act	VERB
bcpe-4316	105	39	as	as	ADP
bcpe-4316	105	40	an	an	DET
bcpe-4316	105	41	extra	extra	ADJ
bcpe-4316	105	42	explanatory	explanatory	ADJ
bcpe-4316	105	43	variable	variable	NOUN
bcpe-4316	105	44	in	in	ADP
bcpe-4316	105	45	the	the	DET
bcpe-4316	105	46	model	model	NOUN
bcpe-4316	105	47	.	.	PUNCT
bcpe-4316	106	1	bcp	bcp	PROPN
bcpe-4316	106	2	education	education	PROPN
bcpe-4316	106	3	&	&	CCONJ
bcpe-4316	106	4	psychology	psychology	PROPN
bcpe-4316	106	5	cepc	cepc	PROPN
bcpe-4316	106	6	2022	2022	NUM
bcpe-4316	106	7	volume	volume	NOUN
bcpe-4316	106	8	8	8	NUM
bcpe-4316	106	9	(	(	PUNCT
bcpe-4316	106	10	2023	2023	NUM
bcpe-4316	106	11	)	)	PUNCT
bcpe-4316	106	12	195	195	NUM
bcpe-4316	106	13	3	3	NUM
bcpe-4316	106	14	.	.	PUNCT
bcpe-4316	106	15	empirical	empirical	ADJ
bcpe-4316	106	16	results	result	NOUN
bcpe-4316	106	17	and	and	CCONJ
bcpe-4316	106	18	analysis	analysis	NOUN
bcpe-4316	106	19	3.1	3.1	NUM
bcpe-4316	106	20	order	order	NOUN
bcpe-4316	106	21	of	of	ADP
bcpe-4316	106	22	var	var	NOUN
bcpe-4316	106	23	model	model	NOUN
bcpe-4316	106	24	to	to	PART
bcpe-4316	106	25	find	find	VERB
bcpe-4316	106	26	out	out	ADP
bcpe-4316	106	27	the	the	DET
bcpe-4316	106	28	optimal	optimal	ADJ
bcpe-4316	106	29	lag	lag	NOUN
bcpe-4316	106	30	order	order	NOUN
bcpe-4316	106	31	for	for	ADP
bcpe-4316	106	32	a	a	DET
bcpe-4316	106	33	var	var	NOUN
bcpe-4316	106	34	model	model	NOUN
bcpe-4316	106	35	,	,	PUNCT
bcpe-4316	106	36	the	the	DET
bcpe-4316	106	37	lr	lr	NOUN
bcpe-4316	106	38	statistic	statistic	NOUN
bcpe-4316	106	39	and	and	CCONJ
bcpe-4316	106	40	other	other	ADJ
bcpe-4316	106	41	information	information	NOUN
bcpe-4316	106	42	criterion	criterion	NOUN
bcpe-4316	106	43	of	of	ADP
bcpe-4316	106	44	each	each	DET
bcpe-4316	106	45	lag	lag	NOUN
bcpe-4316	106	46	should	should	AUX
bcpe-4316	106	47	be	be	AUX
bcpe-4316	106	48	assessed	assess	VERB
bcpe-4316	106	49	.	.	PUNCT
bcpe-4316	107	1	an	an	DET
bcpe-4316	107	2	asterisk	asterisk	NOUN
bcpe-4316	107	3	sign	sign	NOUN
bcpe-4316	107	4	(	(	PUNCT
bcpe-4316	107	5	*	*	NOUN
bcpe-4316	107	6	)	)	PUNCT
bcpe-4316	107	7	appears	appear	VERB
bcpe-4316	107	8	after	after	SCONJ
bcpe-4316	107	9	the	the	DET
bcpe-4316	107	10	data	datum	NOUN
bcpe-4316	107	11	to	to	PART
bcpe-4316	107	12	signify	signify	VERB
bcpe-4316	107	13	the	the	DET
bcpe-4316	107	14	desired	desire	VERB
bcpe-4316	107	15	lag	lag	NOUN
bcpe-4316	107	16	order	order	NOUN
bcpe-4316	107	17	.	.	PUNCT
bcpe-4316	108	1	table	table	NOUN
bcpe-4316	108	2	2	2	NUM
bcpe-4316	108	3	.	.	NOUN
bcpe-4316	108	4	var	var	PROPN
bcpe-4316	108	5	model	model	PROPN
bcpe-4316	108	6	identification	identification	NOUN
bcpe-4316	108	7	lag	lag	NOUN
bcpe-4316	108	8	ll	ll	AUX
bcpe-4316	108	9	lr	lr	VERB
bcpe-4316	108	10	df	df	PROPN
bcpe-4316	108	11	p	p	PROPN
bcpe-4316	108	12	fpe	fpe	PROPN
bcpe-4316	108	13	aic	aic	PROPN
bcpe-4316	108	14	hqic	hqic	PROPN
bcpe-4316	108	15	sbic	sbic	PROPN
bcpe-4316	108	16	0	0	NUM
bcpe-4316	108	17	-1199.5600	-1199.5600	NUM
bcpe-4316	108	18	0.07185	0.07185	NUM
bcpe-4316	108	19	5.8804	5.8804	NUM
bcpe-4316	108	20	5.8921	5.8921	NUM
bcpe-4316	108	21	5.9099	5.9099	NUM
bcpe-4316	108	22	1	1	NUM
bcpe-4316	108	23	-1152.3000	-1152.3000	NUM
bcpe-4316	108	24	94.5160	94.5160	NUM
bcpe-4316	108	25	9	9	NUM
bcpe-4316	108	26	0.0000	0.0000	NUM
bcpe-4316	108	27	0.0595	0.0595	NUM
bcpe-4316	108	28	5.6934	5.6934	NUM
bcpe-4316	108	29	5.7399	5.7399	NUM
bcpe-4316	108	30	5.8111	5.8111	NUM
bcpe-4316	108	31	2	2	NUM
bcpe-4316	108	32	-1138.0000	-1138.0000	NUM
bcpe-4316	108	33	28.6020	28.6020	NUM
bcpe-4316	108	34	9	9	NUM
bcpe-4316	108	35	0.0010	0.0010	NUM
bcpe-4316	108	36	0.0580	0.0580	NUM
bcpe-4316	108	37	5.6674	5.6674	NUM
bcpe-4316	108	38	5.7490	5.7490	NUM
bcpe-4316	108	39	5.8735	5.8735	NUM
bcpe-4316	108	40	3	3	NUM
bcpe-4316	108	41	-1119.3200	-1119.3200	ADP
bcpe-4316	108	42	37.3640	37.3640	NUM
bcpe-4316	108	43	9	9	NUM
bcpe-4316	108	44	0.0000	0.0000	NUM
bcpe-4316	108	45	0.0553	0.0553	NUM
bcpe-4316	108	46	5.6201	5.6201	NUM
bcpe-4316	109	1	5.7366	5.7366	NUM
bcpe-4316	109	2	5.91454	5.91454	NUM
bcpe-4316	109	3	4	4	NUM
bcpe-4316	109	4	-1097.6900	-1097.6900	NOUN
bcpe-4316	109	5	43.2480	43.2480	NUM
bcpe-4316	109	6	9	9	NUM
bcpe-4316	109	7	0.0000	0.0000	NUM
bcpe-4316	109	8	0.0520	0.0520	NUM
bcpe-4316	109	9	5.5584	5.5584	NUM
bcpe-4316	109	10	5.7098	5.7098	NUM
bcpe-4316	109	11	5.9411	5.9411	NUM
bcpe-4316	109	12	5	5	NUM
bcpe-4316	109	13	-843.7530	-843.7530	NUM
bcpe-4316	109	14	507.8800	507.8800	NUM
bcpe-4316	109	15	9	9	NUM
bcpe-4316	109	16	0.0000	0.0000	NUM
bcpe-4316	109	17	0.0157	0.0157	NUM
bcpe-4316	109	18	4.3606	4.3606	NUM
bcpe-4316	109	19	4.5470	4.5470	NUM
bcpe-4316	109	20	4.8317	4.8317	NUM
bcpe-4316	109	21	*	*	SYM
bcpe-4316	109	22	6	6	NUM
bcpe-4316	109	23	-826.3720	-826.3720	NOUN
bcpe-4316	109	24	34.7630	34.7630	NUM
bcpe-4316	109	25	9	9	NUM
bcpe-4316	109	26	0.0000	0.0000	NUM
bcpe-4316	109	27	0.0150	0.0150	NUM
bcpe-4316	109	28	4.3196	4.3196	NUM
bcpe-4316	109	29	4.5409	4.5409	NUM
bcpe-4316	109	30	*	*	PUNCT
bcpe-4316	109	31	4.8790	4.8790	NUM
bcpe-4316	109	32	7	7	NUM
bcpe-4316	109	33	-812.7910	-812.7910	NOUN
bcpe-4316	109	34	27.1620	27.1620	NUM
bcpe-4316	109	35	9	9	NUM
bcpe-4316	109	36	0.0010	0.0010	NUM
bcpe-4316	109	37	0.0147	0.0147	NUM
bcpe-4316	109	38	4.2972	4.2972	NUM
bcpe-4316	109	39	4.5535	4.5535	NUM
bcpe-4316	109	40	4.9449	4.9449	NUM
bcpe-4316	109	41	8	8	NUM
bcpe-4316	109	42	-803.5110	-803.5110	NUM
bcpe-4316	109	43	18.5600	18.5600	NUM
bcpe-4316	109	44	9	9	NUM
bcpe-4316	109	45	0.0290	0.0290	NUM
bcpe-4316	109	46	0.0147	0.0147	NUM
bcpe-4316	109	47	4.2959	4.2959	NUM
bcpe-4316	109	48	4.5871	4.5871	NUM
bcpe-4316	109	49	5.0319	5.0319	NUM
bcpe-4316	109	50	9	9	NUM
bcpe-4316	109	51	-785.9930	-785.9930	NUM
bcpe-4316	109	52	35.0360	35.0360	NUM
bcpe-4316	109	53	*	*	SYM
bcpe-4316	109	54	9	9	NUM
bcpe-4316	109	55	0.0000	0.0000	NUM
bcpe-4316	109	56	0.0141	0.0141	NUM
bcpe-4316	109	57	*	*	PUNCT
bcpe-4316	109	58	4.2542	4.2542	NUM
bcpe-4316	109	59	*	*	NOUN
bcpe-4316	109	60	4.5804	4.5804	NUM
bcpe-4316	109	61	5.0785	5.0785	NUM
bcpe-4316	109	62	10	10	NUM
bcpe-4316	109	63	-778.4890	-778.4890	NOUN
bcpe-4316	109	64	15.0080	15.0080	NUM
bcpe-4316	109	65	9	9	NUM
bcpe-4316	109	66	0.0910	0.0910	NUM
bcpe-4316	109	67	0.0142	0.0142	NUM
bcpe-4316	109	68	4.2615	4.2615	NUM
bcpe-4316	109	69	4.6226	4.6226	NUM
bcpe-4316	109	70	5.1742	5.1742	NUM
bcpe-4316	109	71	11	11	NUM
bcpe-4316	109	72	-777.7230	-777.7230	NUM
bcpe-4316	109	73	1.5312	1.5312	NUM
bcpe-4316	109	74	9	9	NUM
bcpe-4316	109	75	0.9970	0.9970	NUM
bcpe-4316	109	76	0.0148	0.0148	NUM
bcpe-4316	109	77	4.3018	4.3018	NUM
bcpe-4316	109	78	4.6978	4.6978	NUM
bcpe-4316	109	79	5.3028	5.3028	NUM
bcpe-4316	109	80	12	12	NUM
bcpe-4316	109	81	-773.1160	-773.1160	NOUN
bcpe-4316	109	82	9.2147	9.2147	NUM
bcpe-4316	109	83	9	9	NUM
bcpe-4316	109	84	0.4180	0.4180	NUM
bcpe-4316	109	85	0.0151	0.0151	NUM
bcpe-4316	109	86	4.3233	4.3233	NUM
bcpe-4316	109	87	4.7543	4.7543	NUM
bcpe-4316	109	88	5.4126	5.4126	NUM
bcpe-4316	109	89	table	table	NOUN
bcpe-4316	109	90	2	2	NUM
bcpe-4316	109	91	reveals	reveal	NOUN
bcpe-4316	109	92	that	that	PRON
bcpe-4316	109	93	lags	lag	VERB
bcpe-4316	109	94	9	9	NUM
bcpe-4316	109	95	,	,	PUNCT
bcpe-4316	109	96	6	6	NUM
bcpe-4316	109	97	,	,	PUNCT
bcpe-4316	109	98	and	and	CCONJ
bcpe-4316	109	99	5	5	NUM
bcpe-4316	109	100	all	all	PRON
bcpe-4316	109	101	have	have	VERB
bcpe-4316	109	102	that	that	DET
bcpe-4316	109	103	sign	sign	NOUN
bcpe-4316	109	104	.	.	PUNCT
bcpe-4316	110	1	a	a	DET
bcpe-4316	110	2	comparison	comparison	NOUN
bcpe-4316	110	3	of	of	ADP
bcpe-4316	110	4	aic	aic	PROPN
bcpe-4316	110	5	differences	difference	NOUN
bcpe-4316	110	6	is	be	AUX
bcpe-4316	110	7	necessary	necessary	ADJ
bcpe-4316	110	8	to	to	PART
bcpe-4316	110	9	determine	determine	VERB
bcpe-4316	110	10	the	the	DET
bcpe-4316	110	11	optimal	optimal	ADJ
bcpe-4316	110	12	lag	lag	NOUN
bcpe-4316	110	13	order	order	NOUN
bcpe-4316	110	14	.	.	PUNCT
bcpe-4316	111	1	the	the	DET
bcpe-4316	111	2	difference	difference	NOUN
bcpe-4316	111	3	in	in	ADP
bcpe-4316	111	4	aics	aic	NOUN
bcpe-4316	111	5	between	between	ADP
bcpe-4316	111	6	lags	lag	NOUN
bcpe-4316	111	7	9	9	NUM
bcpe-4316	111	8	and	and	CCONJ
bcpe-4316	111	9	10	10	NUM
bcpe-4316	111	10	is	be	AUX
bcpe-4316	111	11	around	around	ADP
bcpe-4316	111	12	0.1	0.1	NUM
bcpe-4316	111	13	,	,	PUNCT
bcpe-4316	111	14	while	while	SCONJ
bcpe-4316	111	15	the	the	DET
bcpe-4316	111	16	difference	difference	NOUN
bcpe-4316	111	17	between	between	ADP
bcpe-4316	111	18	lags	lag	NOUN
bcpe-4316	111	19	5	5	NUM
bcpe-4316	111	20	and	and	CCONJ
bcpe-4316	111	21	6	6	NUM
bcpe-4316	111	22	is	be	AUX
bcpe-4316	111	23	approximately	approximately	ADV
bcpe-4316	111	24	0.4	0.4	NUM
bcpe-4316	111	25	.	.	PUNCT
bcpe-4316	112	1	as	as	ADP
bcpe-4316	112	2	a	a	DET
bcpe-4316	112	3	result	result	NOUN
bcpe-4316	112	4	,	,	PUNCT
bcpe-4316	112	5	lag	lag	VERB
bcpe-4316	112	6	9	9	NUM
bcpe-4316	112	7	is	be	AUX
bcpe-4316	112	8	the	the	DET
bcpe-4316	112	9	better	well	ADJ
bcpe-4316	112	10	option	option	NOUN
bcpe-4316	112	11	to	to	PART
bcpe-4316	112	12	start	start	VERB
bcpe-4316	112	13	with	with	ADP
bcpe-4316	112	14	.	.	PUNCT
bcpe-4316	113	1	furthermore	furthermore	ADV
bcpe-4316	113	2	,	,	PUNCT
bcpe-4316	113	3	despite	despite	SCONJ
bcpe-4316	113	4	the	the	DET
bcpe-4316	113	5	fact	fact	NOUN
bcpe-4316	113	6	that	that	SCONJ
bcpe-4316	113	7	both	both	CCONJ
bcpe-4316	113	8	fpe	fpe	PROPN
bcpe-4316	113	9	and	and	CCONJ
bcpe-4316	113	10	aic	aic	PROPN
bcpe-4316	113	11	with	with	ADP
bcpe-4316	113	12	an	an	DET
bcpe-4316	113	13	asterisk	asterisk	NOUN
bcpe-4316	113	14	sign	sign	NOUN
bcpe-4316	113	15	are	be	AUX
bcpe-4316	113	16	smallest	small	ADJ
bcpe-4316	113	17	for	for	ADP
bcpe-4316	113	18	lag	lag	NOUN
bcpe-4316	113	19	9	9	NUM
bcpe-4316	113	20	,	,	PUNCT
bcpe-4316	113	21	hqic	hqic	ADJ
bcpe-4316	113	22	and	and	CCONJ
bcpe-4316	113	23	sbic	sbic	ADJ
bcpe-4316	113	24	suggesting	suggest	VERB
bcpe-4316	113	25	other	other	ADJ
bcpe-4316	113	26	alternative	alternative	ADJ
bcpe-4316	113	27	orders	order	NOUN
bcpe-4316	113	28	,	,	PUNCT
bcpe-4316	113	29	the	the	DET
bcpe-4316	113	30	present	present	ADJ
bcpe-4316	113	31	optimal	optimal	ADJ
bcpe-4316	113	32	lag	lag	NOUN
bcpe-4316	113	33	order	order	NOUN
bcpe-4316	113	34	for	for	ADP
bcpe-4316	113	35	var	var	NOUN
bcpe-4316	113	36	model	model	NOUN
bcpe-4316	113	37	should	should	AUX
bcpe-4316	113	38	be	be	AUX
bcpe-4316	113	39	9	9	NUM
bcpe-4316	113	40	.	.	PUNCT
bcpe-4316	113	41	following	follow	VERB
bcpe-4316	113	42	the	the	DET
bcpe-4316	113	43	specification	specification	NOUN
bcpe-4316	113	44	of	of	ADP
bcpe-4316	113	45	the	the	DET
bcpe-4316	113	46	var	var	NOUN
bcpe-4316	113	47	model	model	NOUN
bcpe-4316	113	48	's	's	PART
bcpe-4316	113	49	order	order	NOUN
bcpe-4316	113	50	,	,	PUNCT
bcpe-4316	113	51	it	it	PRON
bcpe-4316	113	52	is	be	AUX
bcpe-4316	113	53	crucial	crucial	ADJ
bcpe-4316	113	54	to	to	PART
bcpe-4316	113	55	examine	examine	VERB
bcpe-4316	113	56	whether	whether	SCONJ
bcpe-4316	113	57	or	or	CCONJ
bcpe-4316	113	58	not	not	PART
bcpe-4316	113	59	the	the	DET
bcpe-4316	113	60	var	var	NOUN
bcpe-4316	113	61	model	model	NOUN
bcpe-4316	113	62	is	be	AUX
bcpe-4316	113	63	stationary	stationary	ADJ
bcpe-4316	113	64	.	.	PUNCT
bcpe-4316	114	1	if	if	SCONJ
bcpe-4316	114	2	the	the	DET
bcpe-4316	114	3	var	var	NOUN
bcpe-4316	114	4	model	model	NOUN
bcpe-4316	114	5	is	be	AUX
bcpe-4316	114	6	non	non	ADJ
bcpe-4316	114	7	-	-	ADJ
bcpe-4316	114	8	stationary	stationary	ADJ
bcpe-4316	114	9	,	,	PUNCT
bcpe-4316	114	10	the	the	DET
bcpe-4316	114	11	impulse	impulse	ADJ
bcpe-4316	114	12	-	-	PUNCT
bcpe-4316	114	13	response	response	NOUN
bcpe-4316	114	14	function	function	NOUN
bcpe-4316	114	15	will	will	AUX
bcpe-4316	114	16	not	not	PART
bcpe-4316	114	17	converge	converge	VERB
bcpe-4316	114	18	to	to	ADP
bcpe-4316	114	19	zero	zero	NUM
bcpe-4316	114	20	,	,	PUNCT
bcpe-4316	114	21	indicating	indicate	VERB
bcpe-4316	114	22	that	that	SCONJ
bcpe-4316	114	23	daily	daily	ADJ
bcpe-4316	114	24	new	new	ADJ
bcpe-4316	114	25	cases	case	NOUN
bcpe-4316	114	26	have	have	VERB
bcpe-4316	114	27	long	long	ADV
bcpe-4316	114	28	lasting	last	VERB
bcpe-4316	114	29	effects	effect	NOUN
bcpe-4316	114	30	on	on	ADP
bcpe-4316	114	31	the	the	DET
bcpe-4316	114	32	twitter	twitter	NOUN
bcpe-4316	114	33	stock	stock	NOUN
bcpe-4316	114	34	return	return	NOUN
bcpe-4316	114	35	.	.	PUNCT
bcpe-4316	115	1	after	after	ADP
bcpe-4316	115	2	that	that	PRON
bcpe-4316	115	3	,	,	PUNCT
bcpe-4316	115	4	the	the	DET
bcpe-4316	115	5	model	model	NOUN
bcpe-4316	115	6	's	's	PART
bcpe-4316	115	7	applicability	applicability	NOUN
bcpe-4316	115	8	was	be	AUX
bcpe-4316	115	9	determined	determine	VERB
bcpe-4316	115	10	by	by	ADP
bcpe-4316	115	11	carrying	carry	VERB
bcpe-4316	115	12	out	out	ADP
bcpe-4316	115	13	the	the	DET
bcpe-4316	115	14	unit	unit	NOUN
bcpe-4316	115	15	root	root	NOUN
bcpe-4316	115	16	test	test	NOUN
bcpe-4316	115	17	and	and	CCONJ
bcpe-4316	115	18	sketching	sketch	VERB
bcpe-4316	115	19	a	a	DET
bcpe-4316	115	20	unit	unit	NOUN
bcpe-4316	115	21	circle	circle	NOUN
bcpe-4316	115	22	with	with	ADP
bcpe-4316	115	23	the	the	DET
bcpe-4316	115	24	roots	root	NOUN
bcpe-4316	115	25	.	.	PUNCT
bcpe-4316	116	1	all	all	PRON
bcpe-4316	116	2	of	of	ADP
bcpe-4316	116	3	the	the	DET
bcpe-4316	116	4	roots	root	NOUN
bcpe-4316	116	5	are	be	AUX
bcpe-4316	116	6	clearly	clearly	ADV
bcpe-4316	116	7	within	within	ADP
bcpe-4316	116	8	the	the	DET
bcpe-4316	116	9	circle	circle	NOUN
bcpe-4316	116	10	in	in	ADP
bcpe-4316	116	11	fig	fig	NOUN
bcpe-4316	116	12	.	.	PUNCT
bcpe-4316	117	1	1	1	NUM
bcpe-4316	117	2	,	,	PUNCT
bcpe-4316	117	3	implying	imply	VERB
bcpe-4316	117	4	that	that	SCONJ
bcpe-4316	117	5	there	there	PRON
bcpe-4316	117	6	is	be	VERB
bcpe-4316	117	7	no	no	DET
bcpe-4316	117	8	need	need	NOUN
bcpe-4316	117	9	to	to	PART
bcpe-4316	117	10	revaluate	revaluate	VERB
bcpe-4316	117	11	the	the	DET
bcpe-4316	117	12	lag	lag	NOUN
bcpe-4316	117	13	order	order	NOUN
bcpe-4316	117	14	and	and	CCONJ
bcpe-4316	117	15	that	that	DET
bcpe-4316	117	16	trivariate	trivariate	NOUN
bcpe-4316	117	17	var(9	var(9	ADV
bcpe-4316	117	18	)	)	PUNCT
bcpe-4316	117	19	is	be	AUX
bcpe-4316	117	20	a	a	DET
bcpe-4316	117	21	stable	stable	ADJ
bcpe-4316	117	22	model	model	NOUN
bcpe-4316	117	23	.	.	PUNCT
bcpe-4316	118	1	fig	fig	NOUN
bcpe-4316	118	2	.	.	PUNCT
bcpe-4316	119	1	1	1	NUM
bcpe-4316	119	2	unit	unit	NOUN
bcpe-4316	119	3	root	root	PROPN
bcpe-4316	119	4	test	test	PROPN
bcpe-4316	119	5	bcp	bcp	PROPN
bcpe-4316	119	6	education	education	PROPN
bcpe-4316	119	7	&	&	CCONJ
bcpe-4316	119	8	psychology	psychology	PROPN
bcpe-4316	119	9	cepc	cepc	PROPN
bcpe-4316	119	10	2022	2022	NUM
bcpe-4316	119	11	volume	volume	NOUN
bcpe-4316	119	12	8	8	NUM
bcpe-4316	119	13	(	(	PUNCT
bcpe-4316	119	14	2023	2023	NUM
bcpe-4316	119	15	)	)	PUNCT
bcpe-4316	119	16	196	196	NUM
bcpe-4316	119	17	3.2	3.2	NUM
bcpe-4316	119	18	impulse	impulse	ADJ
bcpe-4316	119	19	response	response	NOUN
bcpe-4316	119	20	the	the	DET
bcpe-4316	119	21	impulse	impulse	ADJ
bcpe-4316	119	22	response	response	NOUN
bcpe-4316	119	23	function	function	VERB
bcpe-4316	119	24	quantifies	quantifie	NOUN
bcpe-4316	119	25	the	the	DET
bcpe-4316	119	26	time	time	NOUN
bcpe-4316	119	27	profile	profile	NOUN
bcpe-4316	119	28	of	of	ADP
bcpe-4316	119	29	a	a	DET
bcpe-4316	119	30	shock	shock	NOUN
bcpe-4316	119	31	's	's	PART
bcpe-4316	119	32	effect	effect	NOUN
bcpe-4316	119	33	on	on	ADP
bcpe-4316	119	34	the	the	DET
bcpe-4316	119	35	behaviour	behaviour	NOUN
bcpe-4316	119	36	of	of	ADP
bcpe-4316	119	37	a	a	DET
bcpe-4316	119	38	series	series	NOUN
bcpe-4316	119	39	[	[	X
bcpe-4316	119	40	30	30	NUM
bcpe-4316	119	41	]	]	PUNCT
bcpe-4316	119	42	.	.	PUNCT
bcpe-4316	120	1	in	in	ADP
bcpe-4316	120	2	this	this	DET
bcpe-4316	120	3	paper	paper	NOUN
bcpe-4316	120	4	,	,	PUNCT
bcpe-4316	120	5	investigation	investigation	NOUN
bcpe-4316	120	6	on	on	ADP
bcpe-4316	120	7	how	how	SCONJ
bcpe-4316	120	8	twitter	twitter	NOUN
bcpe-4316	120	9	stock	stock	NOUN
bcpe-4316	120	10	returns	return	NOUN
bcpe-4316	120	11	respond	respond	VERB
bcpe-4316	120	12	to	to	ADP
bcpe-4316	120	13	new	new	ADJ
bcpe-4316	120	14	case	case	NOUN
bcpe-4316	120	15	impulses	impulse	NOUN
bcpe-4316	120	16	in	in	ADP
bcpe-4316	120	17	the	the	DET
bcpe-4316	120	18	united	united	PROPN
bcpe-4316	120	19	states	states	PROPN
bcpe-4316	120	20	and	and	CCONJ
bcpe-4316	120	21	around	around	ADP
bcpe-4316	120	22	the	the	DET
bcpe-4316	120	23	world	world	NOUN
bcpe-4316	120	24	was	be	AUX
bcpe-4316	120	25	done	do	VERB
bcpe-4316	120	26	.	.	PUNCT
bcpe-4316	121	1	previous	previous	ADJ
bcpe-4316	121	2	research	research	NOUN
bcpe-4316	121	3	found	find	VERB
bcpe-4316	121	4	that	that	SCONJ
bcpe-4316	121	5	a	a	DET
bcpe-4316	121	6	high	high	ADJ
bcpe-4316	121	7	level	level	NOUN
bcpe-4316	121	8	of	of	ADP
bcpe-4316	121	9	policy	policy	NOUN
bcpe-4316	121	10	uncertainty	uncertainty	NOUN
bcpe-4316	121	11	had	have	VERB
bcpe-4316	121	12	a	a	DET
bcpe-4316	121	13	detrimental	detrimental	ADJ
bcpe-4316	121	14	impact	impact	NOUN
bcpe-4316	121	15	on	on	ADP
bcpe-4316	121	16	stock	stock	NOUN
bcpe-4316	121	17	market	market	NOUN
bcpe-4316	121	18	performance	performance	NOUN
bcpe-4316	121	19	because	because	SCONJ
bcpe-4316	121	20	investors	investor	NOUN
bcpe-4316	121	21	or	or	CCONJ
bcpe-4316	121	22	market	market	NOUN
bcpe-4316	121	23	participants	participant	NOUN
bcpe-4316	121	24	were	be	AUX
bcpe-4316	121	25	pessimistic	pessimistic	ADJ
bcpe-4316	121	26	about	about	ADP
bcpe-4316	121	27	the	the	DET
bcpe-4316	121	28	expected	expect	VERB
bcpe-4316	121	29	discount	discount	NOUN
bcpe-4316	121	30	rate	rate	NOUN
bcpe-4316	121	31	,	,	PUNCT
bcpe-4316	121	32	resulting	result	VERB
bcpe-4316	121	33	in	in	ADP
bcpe-4316	121	34	a	a	DET
bcpe-4316	121	35	reduction	reduction	NOUN
bcpe-4316	121	36	in	in	ADP
bcpe-4316	121	37	stock	stock	NOUN
bcpe-4316	121	38	price	price	NOUN
bcpe-4316	122	1	[	[	X
bcpe-4316	122	2	31	31	NUM
bcpe-4316	122	3	]	]	PUNCT
bcpe-4316	122	4	.	.	PUNCT
bcpe-4316	123	1	likewise	likewise	ADV
bcpe-4316	123	2	,	,	PUNCT
bcpe-4316	123	3	people	people	NOUN
bcpe-4316	123	4	were	be	AUX
bcpe-4316	123	5	more	more	ADV
bcpe-4316	123	6	concerned	concerned	ADJ
bcpe-4316	123	7	about	about	ADP
bcpe-4316	123	8	the	the	DET
bcpe-4316	123	9	future	future	ADJ
bcpe-4316	123	10	performance	performance	NOUN
bcpe-4316	123	11	of	of	ADP
bcpe-4316	123	12	the	the	DET
bcpe-4316	123	13	stock	stock	NOUN
bcpe-4316	123	14	market	market	NOUN
bcpe-4316	123	15	,	,	PUNCT
bcpe-4316	123	16	wherever	wherever	SCONJ
bcpe-4316	123	17	they	they	PRON
bcpe-4316	123	18	were	be	AUX
bcpe-4316	123	19	,	,	PUNCT
bcpe-4316	123	20	after	after	ADP
bcpe-4316	123	21	a	a	DET
bcpe-4316	123	22	short	short	ADJ
bcpe-4316	123	23	period	period	NOUN
bcpe-4316	123	24	of	of	ADP
bcpe-4316	123	25	the	the	DET
bcpe-4316	123	26	spread	spread	NOUN
bcpe-4316	123	27	of	of	ADP
bcpe-4316	123	28	covid-19	covid-19	PROPN
bcpe-4316	123	29	policy	policy	NOUN
bcpe-4316	123	30	,	,	PUNCT
bcpe-4316	123	31	such	such	ADJ
bcpe-4316	123	32	as	as	ADP
bcpe-4316	123	33	physical	physical	ADJ
bcpe-4316	123	34	restrictions	restriction	NOUN
bcpe-4316	123	35	and	and	CCONJ
bcpe-4316	123	36	travel	travel	NOUN
bcpe-4316	123	37	bans	ban	NOUN
bcpe-4316	123	38	,	,	PUNCT
bcpe-4316	123	39	and	and	CCONJ
bcpe-4316	123	40	a	a	DET
bcpe-4316	123	41	surge	surge	NOUN
bcpe-4316	123	42	in	in	ADP
bcpe-4316	123	43	death	death	NOUN
bcpe-4316	123	44	.	.	PUNCT
bcpe-4316	124	1	these	these	DET
bcpe-4316	124	2	investors	investor	NOUN
bcpe-4316	124	3	were	be	AUX
bcpe-4316	124	4	terrified	terrify	VERB
bcpe-4316	124	5	of	of	ADP
bcpe-4316	124	6	the	the	DET
bcpe-4316	124	7	substantial	substantial	ADJ
bcpe-4316	124	8	chance	chance	NOUN
bcpe-4316	124	9	of	of	ADP
bcpe-4316	124	10	benefit	benefit	NOUN
bcpe-4316	124	11	loss	loss	NOUN
bcpe-4316	124	12	.	.	PUNCT
bcpe-4316	125	1	as	as	ADP
bcpe-4316	125	2	a	a	DET
bcpe-4316	125	3	consequence	consequence	NOUN
bcpe-4316	125	4	,	,	PUNCT
bcpe-4316	125	5	massive	massive	ADJ
bcpe-4316	125	6	capital	capital	NOUN
bcpe-4316	125	7	flowed	flow	VERB
bcpe-4316	125	8	out	out	ADP
bcpe-4316	125	9	of	of	ADP
bcpe-4316	125	10	the	the	DET
bcpe-4316	125	11	financial	financial	ADJ
bcpe-4316	125	12	market	market	NOUN
bcpe-4316	125	13	,	,	PUNCT
bcpe-4316	125	14	causing	cause	VERB
bcpe-4316	125	15	in	in	ADP
bcpe-4316	125	16	a	a	DET
bcpe-4316	125	17	cliff	cliff	NOUN
bcpe-4316	125	18	drop	drop	NOUN
bcpe-4316	125	19	in	in	ADP
bcpe-4316	125	20	the	the	DET
bcpe-4316	125	21	financial	financial	ADJ
bcpe-4316	125	22	index	index	NOUN
bcpe-4316	125	23	at	at	ADP
bcpe-4316	125	24	the	the	DET
bcpe-4316	125	25	beginning	beginning	NOUN
bcpe-4316	125	26	of	of	ADP
bcpe-4316	125	27	the	the	DET
bcpe-4316	125	28	outbreak	outbreak	NOUN
bcpe-4316	125	29	.	.	PUNCT
bcpe-4316	126	1	for	for	ADP
bcpe-4316	126	2	example	example	NOUN
bcpe-4316	126	3	,	,	PUNCT
bcpe-4316	126	4	stocks	stock	NOUN
bcpe-4316	126	5	in	in	ADP
bcpe-4316	126	6	the	the	DET
bcpe-4316	126	7	united	united	PROPN
bcpe-4316	126	8	states	states	PROPN
bcpe-4316	126	9	,	,	PUNCT
bcpe-4316	126	10	europe	europe	PROPN
bcpe-4316	126	11	,	,	PUNCT
bcpe-4316	126	12	and	and	CCONJ
bcpe-4316	126	13	asia	asia	PROPN
bcpe-4316	126	14	fell	fall	VERB
bcpe-4316	126	15	by	by	ADP
bcpe-4316	126	16	approximately	approximately	ADV
bcpe-4316	126	17	40	40	NUM
bcpe-4316	126	18	%	%	NOUN
bcpe-4316	126	19	,	,	PUNCT
bcpe-4316	126	20	40	40	NUM
bcpe-4316	126	21	%	%	NOUN
bcpe-4316	126	22	,	,	PUNCT
bcpe-4316	126	23	20	20	NUM
bcpe-4316	126	24	%	%	NOUN
bcpe-4316	126	25	to	to	PART
bcpe-4316	126	26	25	25	NUM
bcpe-4316	126	27	%	%	NOUN
bcpe-4316	126	28	,	,	PUNCT
bcpe-4316	126	29	respectively	respectively	ADV
bcpe-4316	126	30	,	,	PUNCT
bcpe-4316	126	31	in	in	ADP
bcpe-4316	126	32	march	march	PROPN
bcpe-4316	126	33	2020	2020	NUM
bcpe-4316	126	34	compared	compare	VERB
bcpe-4316	126	35	to	to	ADP
bcpe-4316	126	36	january	january	PROPN
bcpe-4316	126	37	5	5	NUM
bcpe-4316	126	38	,	,	PUNCT
bcpe-4316	126	39	2020	2020	NUM
bcpe-4316	127	1	[	[	X
bcpe-4316	127	2	32	32	NUM
bcpe-4316	127	3	]	]	PUNCT
bcpe-4316	127	4	.	.	PUNCT
bcpe-4316	128	1	the	the	DET
bcpe-4316	128	2	stock	stock	NOUN
bcpe-4316	128	3	has	have	AUX
bcpe-4316	128	4	been	be	AUX
bcpe-4316	128	5	cut	cut	VERB
bcpe-4316	128	6	by	by	ADP
bcpe-4316	128	7	nearly	nearly	ADV
bcpe-4316	128	8	half	half	NOUN
bcpe-4316	128	9	on	on	ADP
bcpe-4316	128	10	march	march	PROPN
bcpe-4316	128	11	20	20	NUM
bcpe-4316	128	12	2020	2020	NUM
bcpe-4316	128	13	,	,	PUNCT
bcpe-4316	128	14	as	as	SCONJ
bcpe-4316	128	15	reflected	reflect	VERB
bcpe-4316	128	16	in	in	ADP
bcpe-4316	128	17	the	the	DET
bcpe-4316	128	18	us	us	PROPN
bcpe-4316	128	19	stock	stock	NOUN
bcpe-4316	128	20	market	market	NOUN
bcpe-4316	128	21	index	index	NOUN
bcpe-4316	128	22	us30	us30	PROPN
bcpe-4316	128	23	(	(	PUNCT
bcpe-4316	128	24	fig	fig	NOUN
bcpe-4316	128	25	.	.	PUNCT
bcpe-4316	129	1	2	2	NUM
bcpe-4316	129	2	)	)	PUNCT
bcpe-4316	129	3	,	,	PUNCT
bcpe-4316	129	4	provoking	provoke	VERB
bcpe-4316	129	5	the	the	DET
bcpe-4316	129	6	panic	panic	NOUN
bcpe-4316	129	7	until	until	ADP
bcpe-4316	129	8	march	march	PROPN
bcpe-4316	129	9	25	25	NUM
bcpe-4316	129	10	.	.	PUNCT
bcpe-4316	130	1	in	in	ADP
bcpe-4316	130	2	such	such	DET
bcpe-4316	130	3	a	a	DET
bcpe-4316	130	4	short	short	ADJ
bcpe-4316	130	5	period	period	NOUN
bcpe-4316	130	6	of	of	ADP
bcpe-4316	130	7	time	time	NOUN
bcpe-4316	130	8	,	,	PUNCT
bcpe-4316	130	9	the	the	DET
bcpe-4316	130	10	stock	stock	NOUN
bcpe-4316	130	11	recovered	recover	VERB
bcpe-4316	130	12	brilliantly	brilliantly	ADV
bcpe-4316	130	13	,	,	PUNCT
bcpe-4316	130	14	soaring	soar	VERB
bcpe-4316	130	15	over	over	ADP
bcpe-4316	130	16	20	20	NUM
bcpe-4316	130	17	%	%	NOUN
bcpe-4316	130	18	above	above	ADP
bcpe-4316	130	19	the	the	DET
bcpe-4316	130	20	previous	previous	ADJ
bcpe-4316	130	21	low	low	NOUN
bcpe-4316	130	22	.	.	PUNCT
bcpe-4316	131	1	notwithstanding	notwithstanding	ADP
bcpe-4316	131	2	the	the	DET
bcpe-4316	131	3	deeper	deep	ADJ
bcpe-4316	131	4	understanding	understanding	NOUN
bcpe-4316	131	5	of	of	ADP
bcpe-4316	131	6	the	the	DET
bcpe-4316	131	7	covid-19	covid-19	PROPN
bcpe-4316	131	8	pandemic	pandemic	NOUN
bcpe-4316	131	9	,	,	PUNCT
bcpe-4316	131	10	whether	whether	SCONJ
bcpe-4316	131	11	or	or	CCONJ
bcpe-4316	131	12	not	not	PART
bcpe-4316	131	13	the	the	DET
bcpe-4316	131	14	changing	change	VERB
bcpe-4316	131	15	pattern	pattern	NOUN
bcpe-4316	131	16	will	will	AUX
bcpe-4316	131	17	continue	continue	VERB
bcpe-4316	131	18	to	to	PART
bcpe-4316	131	19	be	be	AUX
bcpe-4316	131	20	like	like	ADP
bcpe-4316	131	21	a	a	DET
bcpe-4316	131	22	roller	roller	NOUN
bcpe-4316	131	23	coaster	coaster	NOUN
bcpe-4316	131	24	ride	ride	NOUN
bcpe-4316	131	25	,	,	PUNCT
bcpe-4316	131	26	investors	investor	NOUN
bcpe-4316	131	27	'	'	PART
bcpe-4316	131	28	behaviour	behaviour	NOUN
bcpe-4316	131	29	will	will	AUX
bcpe-4316	131	30	return	return	VERB
bcpe-4316	131	31	to	to	ADP
bcpe-4316	131	32	normalcy	normalcy	NOUN
bcpe-4316	131	33	,	,	PUNCT
bcpe-4316	131	34	or	or	CCONJ
bcpe-4316	131	35	the	the	DET
bcpe-4316	131	36	impact	impact	NOUN
bcpe-4316	131	37	will	will	AUX
bcpe-4316	131	38	be	be	AUX
bcpe-4316	131	39	long	long	ADV
bcpe-4316	131	40	-	-	PUNCT
bcpe-4316	131	41	lasting	last	VERB
bcpe-4316	131	42	,	,	PUNCT
bcpe-4316	131	43	requires	require	VERB
bcpe-4316	131	44	more	more	ADJ
bcpe-4316	131	45	evidence	evidence	NOUN
bcpe-4316	131	46	in	in	ADP
bcpe-4316	131	47	long	long	ADJ
bcpe-4316	131	48	-	-	PUNCT
bcpe-4316	131	49	term	term	NOUN
bcpe-4316	131	50	perspective	perspective	NOUN
bcpe-4316	131	51	.	.	PUNCT
bcpe-4316	132	1	fig	fig	NOUN
bcpe-4316	132	2	.	.	PUNCT
bcpe-4316	133	1	2	2	NUM
bcpe-4316	133	2	us	us	PROPN
bcpe-4316	133	3	stock	stock	NOUN
bcpe-4316	133	4	market	market	NOUN
bcpe-4316	133	5	(	(	PUNCT
bcpe-4316	133	6	us30	us30	PROPN
bcpe-4316	133	7	)	)	PUNCT
bcpe-4316	133	8	fluctuation	fluctuation	NOUN
bcpe-4316	133	9	note	note	NOUN
bcpe-4316	133	10	:	:	PUNCT
bcpe-4316	133	11	united	united	PROPN
bcpe-4316	133	12	states	states	PROPN
bcpe-4316	133	13	stock	stock	NOUN
bcpe-4316	133	14	market	market	NOUN
bcpe-4316	133	15	index	index	NOUN
bcpe-4316	133	16	(	(	PUNCT
bcpe-4316	133	17	us30	us30	PROPN
bcpe-4316	133	18	)	)	PUNCT
bcpe-4316	133	19	changes	change	NOUN
bcpe-4316	133	20	from	from	ADP
bcpe-4316	133	21	january	january	PROPN
bcpe-4316	133	22	24	24	NUM
bcpe-4316	133	23	2020	2020	NUM
bcpe-4316	133	24	to	to	ADP
bcpe-4316	133	25	august	august	PROPN
bcpe-4316	133	26	31	31	NUM
bcpe-4316	133	27	2020	2020	NUM
bcpe-4316	133	28	,	,	PUNCT
bcpe-4316	133	29	extracted	extract	VERB
bcpe-4316	133	30	from	from	ADP
bcpe-4316	133	31	trading	trade	VERB
bcpe-4316	133	32	economics	economic	NOUN
bcpe-4316	133	33	,	,	PUNCT
bcpe-4316	133	34	https://tradingeconomics.com/unitedstates/stock-market	https://tradingeconomics.com/unitedstates/stock-market	NOUN
bcpe-4316	133	35	as	as	SCONJ
bcpe-4316	133	36	shown	show	VERB
bcpe-4316	133	37	in	in	ADP
bcpe-4316	133	38	the	the	DET
bcpe-4316	133	39	impulse	impulse	ADJ
bcpe-4316	133	40	response	response	NOUN
bcpe-4316	133	41	diagram	diagram	NOUN
bcpe-4316	133	42	(	(	PUNCT
bcpe-4316	133	43	fig	fig	NOUN
bcpe-4316	133	44	.	.	PUNCT
bcpe-4316	134	1	3	3	NUM
bcpe-4316	134	2	)	)	PUNCT
bcpe-4316	134	3	,	,	PUNCT
bcpe-4316	134	4	when	when	SCONJ
bcpe-4316	134	5	the	the	DET
bcpe-4316	134	6	us	us	PROPN
bcpe-4316	134	7	daily	daily	ADJ
bcpe-4316	134	8	new	new	ADJ
bcpe-4316	134	9	cases	case	NOUN
bcpe-4316	134	10	climb	climb	VERB
bcpe-4316	134	11	by	by	ADP
bcpe-4316	134	12	1	1	NUM
bcpe-4316	134	13	%	%	NOUN
bcpe-4316	134	14	at	at	ADP
bcpe-4316	134	15	t	t	PROPN
bcpe-4316	134	16	=	=	SYM
bcpe-4316	134	17	0	0	NUM
bcpe-4316	134	18	,	,	PUNCT
bcpe-4316	134	19	between	between	ADP
bcpe-4316	134	20	t	t	NOUN
bcpe-4316	134	21	=	=	SYM
bcpe-4316	134	22	0	0	NUM
bcpe-4316	134	23	and	and	CCONJ
bcpe-4316	134	24	t	t	X
bcpe-4316	134	25	=	=	SYM
bcpe-4316	134	26	4	4	NUM
bcpe-4316	134	27	,	,	PUNCT
bcpe-4316	134	28	the	the	DET
bcpe-4316	134	29	twitter	twitter	NOUN
bcpe-4316	134	30	stock	stock	NOUN
bcpe-4316	134	31	return	return	NOUN
bcpe-4316	134	32	has	have	VERB
bcpe-4316	134	33	a	a	DET
bcpe-4316	134	34	clear	clear	ADJ
bcpe-4316	134	35	negative	negative	ADJ
bcpe-4316	134	36	impact	impact	NOUN
bcpe-4316	134	37	.	.	PUNCT
bcpe-4316	135	1	however	however	ADV
bcpe-4316	135	2	,	,	PUNCT
bcpe-4316	135	3	it	it	PRON
bcpe-4316	135	4	suddenly	suddenly	ADV
bcpe-4316	135	5	exerts	exert	VERB
bcpe-4316	135	6	the	the	DET
bcpe-4316	135	7	greatest	great	ADJ
bcpe-4316	135	8	positive	positive	ADJ
bcpe-4316	135	9	influence	influence	NOUN
bcpe-4316	135	10	on	on	ADP
bcpe-4316	135	11	stock	stock	NOUN
bcpe-4316	135	12	returns	return	NOUN
bcpe-4316	135	13	at	at	ADP
bcpe-4316	135	14	t	t	NOUN
bcpe-4316	135	15	=	=	SYM
bcpe-4316	135	16	7	7	NUM
bcpe-4316	135	17	,	,	PUNCT
bcpe-4316	135	18	with	with	ADP
bcpe-4316	135	19	a	a	DET
bcpe-4316	135	20	figure	figure	NOUN
bcpe-4316	135	21	of	of	ADP
bcpe-4316	135	22	around	around	ADP
bcpe-4316	135	23	0.3	0.3	NUM
bcpe-4316	135	24	%	%	NOUN
bcpe-4316	135	25	,	,	PUNCT
bcpe-4316	135	26	and	and	CCONJ
bcpe-4316	135	27	the	the	DET
bcpe-4316	135	28	effects	effect	NOUN
bcpe-4316	135	29	continue	continue	VERB
bcpe-4316	135	30	to	to	PART
bcpe-4316	135	31	be	be	AUX
bcpe-4316	135	32	positive	positive	ADJ
bcpe-4316	135	33	in	in	ADP
bcpe-4316	135	34	general	general	ADJ
bcpe-4316	135	35	beyond	beyond	ADP
bcpe-4316	135	36	t	t	NOUN
bcpe-4316	135	37	=	=	SYM
bcpe-4316	135	38	7	7	X
bcpe-4316	135	39	.	.	PUNCT
bcpe-4316	136	1	the	the	DET
bcpe-4316	136	2	global	global	ADJ
bcpe-4316	136	3	daily	daily	ADJ
bcpe-4316	136	4	new	new	ADJ
bcpe-4316	136	5	cases	case	NOUN
bcpe-4316	136	6	have	have	VERB
bcpe-4316	136	7	the	the	DET
bcpe-4316	136	8	same	same	ADJ
bcpe-4316	136	9	effect	effect	NOUN
bcpe-4316	136	10	on	on	ADP
bcpe-4316	136	11	the	the	DET
bcpe-4316	136	12	stock	stock	NOUN
bcpe-4316	136	13	return	return	NOUN
bcpe-4316	136	14	.	.	PUNCT
bcpe-4316	137	1	both	both	DET
bcpe-4316	137	2	shocks	shock	NOUN
bcpe-4316	137	3	in	in	ADP
bcpe-4316	137	4	daily	daily	ADJ
bcpe-4316	137	5	new	new	ADJ
bcpe-4316	137	6	cases	case	NOUN
bcpe-4316	137	7	have	have	VERB
bcpe-4316	137	8	an	an	DET
bcpe-4316	137	9	adverse	adverse	ADJ
bcpe-4316	137	10	impact	impact	NOUN
bcpe-4316	137	11	at	at	ADP
bcpe-4316	137	12	first	first	ADV
bcpe-4316	137	13	but	but	CCONJ
bcpe-4316	137	14	revert	revert	VERB
bcpe-4316	137	15	to	to	ADP
bcpe-4316	137	16	zero	zero	NUM
bcpe-4316	137	17	after	after	ADP
bcpe-4316	137	18	20	20	NUM
bcpe-4316	137	19	steps	step	NOUN
bcpe-4316	137	20	,	,	PUNCT
bcpe-4316	137	21	rather	rather	ADV
bcpe-4316	137	22	than	than	ADP
bcpe-4316	137	23	staying	stay	VERB
bcpe-4316	137	24	in	in	ADP
bcpe-4316	137	25	a	a	DET
bcpe-4316	137	26	long	long	ADJ
bcpe-4316	137	27	-	-	PUNCT
bcpe-4316	137	28	period	period	NOUN
bcpe-4316	137	29	pessimistic	pessimistic	ADJ
bcpe-4316	137	30	situation	situation	NOUN
bcpe-4316	137	31	.	.	PUNCT
bcpe-4316	138	1	having	having	AUX
bcpe-4316	138	2	said	say	VERB
bcpe-4316	138	3	that	that	PRON
bcpe-4316	138	4	,	,	PUNCT
bcpe-4316	138	5	it	it	PRON
bcpe-4316	138	6	appears	appear	VERB
bcpe-4316	138	7	that	that	SCONJ
bcpe-4316	138	8	investors	investor	NOUN
bcpe-4316	138	9	failed	fail	VERB
bcpe-4316	138	10	to	to	PART
bcpe-4316	138	11	learn	learn	VERB
bcpe-4316	138	12	from	from	ADP
bcpe-4316	138	13	previous	previous	ADJ
bcpe-4316	138	14	experiences	experience	NOUN
bcpe-4316	138	15	,	,	PUNCT
bcpe-4316	138	16	as	as	SCONJ
bcpe-4316	138	17	the	the	DET
bcpe-4316	138	18	severe	severe	ADJ
bcpe-4316	138	19	impact	impact	NOUN
bcpe-4316	138	20	to	to	ADP
bcpe-4316	138	21	the	the	DET
bcpe-4316	138	22	social	social	ADJ
bcpe-4316	138	23	media	medium	NOUN
bcpe-4316	138	24	business	business	NOUN
bcpe-4316	138	25	had	have	AUX
bcpe-4316	138	26	not	not	PART
bcpe-4316	138	27	deterred	deter	VERB
bcpe-4316	138	28	their	their	PRON
bcpe-4316	138	29	investment	investment	NOUN
bcpe-4316	138	30	.	.	PUNCT
bcpe-4316	139	1	this	this	PRON
bcpe-4316	139	2	supports	support	VERB
bcpe-4316	139	3	hsu	hsu	PROPN
bcpe-4316	139	4	and	and	CCONJ
bcpe-4316	139	5	tang	tang	PROPN
bcpe-4316	139	6	's	's	PART
bcpe-4316	139	7	conclusion	conclusion	NOUN
bcpe-4316	139	8	that	that	SCONJ
bcpe-4316	139	9	the	the	DET
bcpe-4316	139	10	size	size	NOUN
bcpe-4316	139	11	of	of	ADP
bcpe-4316	139	12	the	the	DET
bcpe-4316	139	13	effect	effect	NOUN
bcpe-4316	139	14	of	of	ADP
bcpe-4316	139	15	investor	investor	NOUN
bcpe-4316	139	16	sentiment	sentiment	NOUN
bcpe-4316	139	17	on	on	ADP
bcpe-4316	139	18	unanticipated	unanticipated	ADJ
bcpe-4316	139	19	volatility	volatility	NOUN
bcpe-4316	139	20	declined	decline	VERB
bcpe-4316	139	21	later	later	ADV
bcpe-4316	139	22	in	in	ADP
bcpe-4316	139	23	the	the	DET
bcpe-4316	139	24	pandemic	pandemic	NOUN
bcpe-4316	140	1	[	[	X
bcpe-4316	140	2	33	33	NUM
bcpe-4316	140	3	]	]	PUNCT
bcpe-4316	140	4	.	.	PUNCT
bcpe-4316	141	1	twitter	twitter	NOUN
bcpe-4316	141	2	’s	’s	PART
bcpe-4316	141	3	stock	stock	NOUN
bcpe-4316	141	4	performance	performance	NOUN
bcpe-4316	141	5	is	be	AUX
bcpe-4316	141	6	almost	almost	ADV
bcpe-4316	141	7	a	a	DET
bcpe-4316	141	8	microcosm	microcosm	NOUN
bcpe-4316	141	9	of	of	ADP
bcpe-4316	141	10	the	the	DET
bcpe-4316	141	11	world	world	NOUN
bcpe-4316	141	12	's	's	PART
bcpe-4316	141	13	stock	stock	NOUN
bcpe-4316	141	14	market	market	NOUN
bcpe-4316	141	15	.	.	PUNCT
bcpe-4316	142	1	https://tradingeconomics.com/united-states/stock-market	https://tradingeconomics.com/united-states/stock-market	NOUN
bcpe-4316	142	2	https://tradingeconomics.com/united-states/stock-market	https://tradingeconomics.com/united-states/stock-market	PROPN
bcpe-4316	142	3	bcp	bcp	PROPN
bcpe-4316	142	4	education	education	PROPN
bcpe-4316	142	5	&	&	CCONJ
bcpe-4316	142	6	psychology	psychology	PROPN
bcpe-4316	142	7	cepc	cepc	PROPN
bcpe-4316	142	8	2022	2022	NUM
bcpe-4316	142	9	volume	volume	NOUN
bcpe-4316	142	10	8	8	NUM
bcpe-4316	142	11	(	(	PUNCT
bcpe-4316	142	12	2023	2023	NUM
bcpe-4316	142	13	)	)	PUNCT
bcpe-4316	142	14	197	197	NUM
bcpe-4316	143	1	it	it	PRON
bcpe-4316	143	2	is	be	AUX
bcpe-4316	143	3	history	history	NOUN
bcpe-4316	143	4	repeating	repeat	VERB
bcpe-4316	143	5	as	as	ADP
bcpe-4316	143	6	the	the	DET
bcpe-4316	143	7	entire	entire	ADJ
bcpe-4316	143	8	stock	stock	NOUN
bcpe-4316	143	9	market	market	NOUN
bcpe-4316	143	10	performed	perform	VERB
bcpe-4316	143	11	in	in	ADP
bcpe-4316	143	12	2020	2020	NUM
bcpe-4316	143	13	,	,	PUNCT
bcpe-4316	143	14	but	but	CCONJ
bcpe-4316	143	15	shorter	short	ADJ
bcpe-4316	143	16	time	time	NOUN
bcpe-4316	143	17	intervals	interval	NOUN
bcpe-4316	143	18	have	have	AUX
bcpe-4316	143	19	been	be	AUX
bcpe-4316	143	20	used	use	VERB
bcpe-4316	143	21	for	for	ADP
bcpe-4316	143	22	the	the	DET
bcpe-4316	143	23	recurrence	recurrence	NOUN
bcpe-4316	143	24	.	.	PUNCT
bcpe-4316	144	1	one	one	NUM
bcpe-4316	144	2	thing	thing	NOUN
bcpe-4316	144	3	to	to	PART
bcpe-4316	144	4	note	note	VERB
bcpe-4316	144	5	is	be	AUX
bcpe-4316	144	6	that	that	SCONJ
bcpe-4316	144	7	,	,	PUNCT
bcpe-4316	144	8	in	in	ADP
bcpe-4316	144	9	the	the	DET
bcpe-4316	144	10	context	context	NOUN
bcpe-4316	144	11	of	of	ADP
bcpe-4316	144	12	pandemic	pandemic	ADJ
bcpe-4316	144	13	normalisation	normalisation	NOUN
bcpe-4316	144	14	,	,	PUNCT
bcpe-4316	144	15	investors	investor	NOUN
bcpe-4316	144	16	'	'	PART
bcpe-4316	144	17	concern	concern	NOUN
bcpe-4316	144	18	has	have	AUX
bcpe-4316	144	19	faded	fade	VERB
bcpe-4316	144	20	gradually	gradually	ADV
bcpe-4316	144	21	,	,	PUNCT
bcpe-4316	144	22	and	and	CCONJ
bcpe-4316	144	23	there	there	PRON
bcpe-4316	144	24	are	be	VERB
bcpe-4316	144	25	fewer	few	ADJ
bcpe-4316	144	26	repercussions	repercussion	NOUN
bcpe-4316	144	27	on	on	ADP
bcpe-4316	144	28	the	the	DET
bcpe-4316	144	29	extent	extent	NOUN
bcpe-4316	144	30	of	of	ADP
bcpe-4316	144	31	twitter	twitter	NOUN
bcpe-4316	144	32	stock	stock	NOUN
bcpe-4316	144	33	return	return	NOUN
bcpe-4316	144	34	.	.	PUNCT
bcpe-4316	145	1	us	we	PRON
bcpe-4316	145	2	global	global	ADJ
bcpe-4316	145	3	fig	fig	NOUN
bcpe-4316	145	4	.	.	PUNCT
bcpe-4316	146	1	3	3	NUM
bcpe-4316	146	2	impulse	impulse	ADJ
bcpe-4316	146	3	and	and	CCONJ
bcpe-4316	146	4	response	response	NOUN
bcpe-4316	146	5	3.3	3.3	NUM
bcpe-4316	146	6	arma	arma	NOUN
bcpe-4316	146	7	specification	specification	NOUN
bcpe-4316	146	8	regarding	regard	VERB
bcpe-4316	146	9	to	to	ADP
bcpe-4316	146	10	the	the	DET
bcpe-4316	146	11	order	order	NOUN
bcpe-4316	146	12	of	of	ADP
bcpe-4316	146	13	the	the	DET
bcpe-4316	146	14	stock	stock	NOUN
bcpe-4316	146	15	return	return	NOUN
bcpe-4316	146	16	in	in	ADP
bcpe-4316	146	17	logarithm	logarithm	NOUN
bcpe-4316	146	18	,	,	PUNCT
bcpe-4316	146	19	pacf	pacf	NOUN
bcpe-4316	146	20	and	and	CCONJ
bcpe-4316	146	21	acf	acf	PROPN
bcpe-4316	146	22	can	can	AUX
bcpe-4316	146	23	be	be	AUX
bcpe-4316	146	24	helpful	helpful	ADJ
bcpe-4316	146	25	to	to	PART
bcpe-4316	146	26	derive	derive	VERB
bcpe-4316	146	27	the	the	DET
bcpe-4316	146	28	lag	lag	NOUN
bcpe-4316	146	29	orders	order	NOUN
bcpe-4316	146	30	for	for	ADP
bcpe-4316	146	31	ar(p	ar(p	NUM
bcpe-4316	146	32	)	)	PUNCT
bcpe-4316	146	33	and	and	CCONJ
bcpe-4316	146	34	ma(q	ma(q	NOUN
bcpe-4316	146	35	)	)	PUNCT
bcpe-4316	146	36	.	.	PUNCT
bcpe-4316	147	1	in	in	ADP
bcpe-4316	147	2	the	the	DET
bcpe-4316	147	3	fig	fig	NOUN
bcpe-4316	147	4	.	.	PUNCT
bcpe-4316	148	1	4	4	NUM
bcpe-4316	148	2	,	,	PUNCT
bcpe-4316	148	3	the	the	DET
bcpe-4316	148	4	first	first	ADJ
bcpe-4316	148	5	part	part	NOUN
bcpe-4316	148	6	beyond	beyond	ADP
bcpe-4316	148	7	the	the	DET
bcpe-4316	148	8	critical	critical	ADJ
bcpe-4316	148	9	values	value	NOUN
bcpe-4316	148	10	is	be	AUX
bcpe-4316	148	11	2	2	NUM
bcpe-4316	148	12	for	for	ADP
bcpe-4316	148	13	both	both	CCONJ
bcpe-4316	148	14	pacf	pacf	NOUN
bcpe-4316	148	15	and	and	CCONJ
bcpe-4316	148	16	acf	acf	NOUN
bcpe-4316	148	17	plots	plot	NOUN
bcpe-4316	148	18	,	,	PUNCT
bcpe-4316	148	19	demonstrating	demonstrate	VERB
bcpe-4316	148	20	that	that	DET
bcpe-4316	148	21	ar(p	ar(p	NOUN
bcpe-4316	148	22	)	)	PUNCT
bcpe-4316	148	23	and	and	CCONJ
bcpe-4316	148	24	ma(q	ma(q	NOUN
bcpe-4316	148	25	)	)	PUNCT
bcpe-4316	148	26	both	both	PRON
bcpe-4316	148	27	have	have	VERB
bcpe-4316	148	28	order	order	NOUN
bcpe-4316	148	29	2	2	NUM
bcpe-4316	148	30	and	and	CCONJ
bcpe-4316	148	31	value	value	NOUN
bcpe-4316	148	32	of	of	ADP
bcpe-4316	148	33	p	p	NOUN
bcpe-4316	148	34	and	and	CCONJ
bcpe-4316	148	35	q	q	NOUN
bcpe-4316	148	36	are	be	AUX
bcpe-4316	148	37	equal	equal	ADJ
bcpe-4316	148	38	to	to	ADP
bcpe-4316	148	39	2	2	NUM
bcpe-4316	148	40	.	.	PUNCT
bcpe-4316	148	41	pacf	pacf	PROPN
bcpe-4316	148	42	acf	acf	PROPN
bcpe-4316	148	43	fig	fig	PROPN
bcpe-4316	148	44	.	.	PUNCT
bcpe-4316	149	1	4	4	NUM
bcpe-4316	149	2	pacf	pacf	NOUN
bcpe-4316	149	3	and	and	CCONJ
bcpe-4316	149	4	acf	acf	PROPN
bcpe-4316	149	5	3.4	3.4	NUM
bcpe-4316	149	6	arma	arma	ADJ
bcpe-4316	149	7	-	-	PUNCT
bcpe-4316	149	8	garch	garch	NOUN
bcpe-4316	149	9	estimation	estimation	NOUN
bcpe-4316	149	10	eesults	eesult	NOUN
bcpe-4316	149	11	and	and	CCONJ
bcpe-4316	149	12	variance	variance	NOUN
bcpe-4316	149	13	equation	equation	NOUN
bcpe-4316	149	14	as	as	SCONJ
bcpe-4316	149	15	described	describe	VERB
bcpe-4316	149	16	in	in	ADP
bcpe-4316	149	17	section	section	NOUN
bcpe-4316	149	18	2.4.2	2.4.2	NUM
bcpe-4316	149	19	,	,	PUNCT
bcpe-4316	149	20	implementing	implement	VERB
bcpe-4316	149	21	garch(1,1	garch(1,1	NOUN
bcpe-4316	149	22	)	)	PUNCT
bcpe-4316	149	23	is	be	AUX
bcpe-4316	149	24	adequate	adequate	ADJ
bcpe-4316	149	25	to	to	PART
bcpe-4316	149	26	capture	capture	VERB
bcpe-4316	149	27	volatility	volatility	NOUN
bcpe-4316	149	28	clustering	cluster	VERB
bcpe-4316	149	29	in	in	ADP
bcpe-4316	149	30	time	time	NOUN
bcpe-4316	149	31	series	series	NOUN
bcpe-4316	149	32	,	,	PUNCT
bcpe-4316	149	33	hence	hence	ADV
bcpe-4316	149	34	the	the	DET
bcpe-4316	149	35	arma	arma	ADJ
bcpe-4316	149	36	-	-	PUNCT
bcpe-4316	149	37	garch	garch	NOUN
bcpe-4316	149	38	model	model	NOUN
bcpe-4316	149	39	was	be	AUX
bcpe-4316	149	40	built	build	VERB
bcpe-4316	149	41	.	.	PUNCT
bcpe-4316	150	1	fig	fig	NOUN
bcpe-4316	150	2	.	.	PUNCT
bcpe-4316	151	1	5	5	NUM
bcpe-4316	151	2	depicts	depict	VERB
bcpe-4316	151	3	the	the	DET
bcpe-4316	151	4	characteristics	characteristic	NOUN
bcpe-4316	151	5	of	of	ADP
bcpe-4316	151	6	twitter	twitter	NOUN
bcpe-4316	151	7	stock	stock	NOUN
bcpe-4316	151	8	return	return	NOUN
bcpe-4316	151	9	volatility	volatility	NOUN
bcpe-4316	151	10	.	.	PUNCT
bcpe-4316	152	1	this	this	DET
bcpe-4316	152	2	time	time	NOUN
bcpe-4316	152	3	series	series	PROPN
bcpe-4316	152	4	data	datum	NOUN
bcpe-4316	152	5	clearly	clearly	ADV
bcpe-4316	152	6	exhibits	exhibit	VERB
bcpe-4316	152	7	overt	overt	ADJ
bcpe-4316	152	8	volatility	volatility	NOUN
bcpe-4316	152	9	clustering	cluster	VERB
bcpe-4316	152	10	at	at	ADP
bcpe-4316	152	11	the	the	DET
bcpe-4316	152	12	beginning	beginning	NOUN
bcpe-4316	152	13	,	,	PUNCT
bcpe-4316	152	14	middle	middle	ADJ
bcpe-4316	152	15	,	,	PUNCT
bcpe-4316	152	16	and	and	CCONJ
bcpe-4316	152	17	end	end	NOUN
bcpe-4316	152	18	of	of	ADP
bcpe-4316	152	19	the	the	DET
bcpe-4316	152	20	periods	period	NOUN
bcpe-4316	152	21	,	,	PUNCT
bcpe-4316	152	22	revealing	reveal	VERB
bcpe-4316	152	23	conditional	conditional	ADJ
bcpe-4316	152	24	heteroskedasticity	heteroskedasticity	NOUN
bcpe-4316	152	25	.	.	PUNCT
bcpe-4316	153	1	however	however	ADV
bcpe-4316	153	2	,	,	PUNCT
bcpe-4316	153	3	drawing	draw	VERB
bcpe-4316	153	4	conclusions	conclusion	NOUN
bcpe-4316	153	5	solely	solely	ADV
bcpe-4316	153	6	from	from	ADP
bcpe-4316	153	7	the	the	DET
bcpe-4316	153	8	plot	plot	NOUN
bcpe-4316	153	9	is	be	AUX
bcpe-4316	153	10	invalid	invalid	ADJ
bcpe-4316	153	11	;	;	PUNCT
bcpe-4316	153	12	it	it	PRON
bcpe-4316	153	13	would	would	AUX
bcpe-4316	153	14	be	be	AUX
bcpe-4316	153	15	more	more	ADV
bcpe-4316	153	16	logical	logical	ADJ
bcpe-4316	153	17	and	and	CCONJ
bcpe-4316	153	18	reasonable	reasonable	ADJ
bcpe-4316	153	19	to	to	PART
bcpe-4316	153	20	examine	examine	VERB
bcpe-4316	153	21	other	other	ADJ
bcpe-4316	153	22	information	information	NOUN
bcpe-4316	153	23	about	about	ADP
bcpe-4316	153	24	the	the	DET
bcpe-4316	153	25	statistical	statistical	ADJ
bcpe-4316	153	26	significance	significance	NOUN
bcpe-4316	153	27	of	of	ADP
bcpe-4316	153	28	conditional	conditional	ADJ
bcpe-4316	153	29	heteroskedasticity	heteroskedasticity	NOUN
bcpe-4316	153	30	in	in	ADP
bcpe-4316	153	31	the	the	DET
bcpe-4316	153	32	model	model	NOUN
bcpe-4316	153	33	estimation	estimation	NOUN
bcpe-4316	153	34	results	result	NOUN
bcpe-4316	153	35	.	.	PUNCT
bcpe-4316	154	1	bcp	bcp	PROPN
bcpe-4316	154	2	education	education	PROPN
bcpe-4316	154	3	&	&	CCONJ
bcpe-4316	154	4	psychology	psychology	PROPN
bcpe-4316	154	5	cepc	cepc	PROPN
bcpe-4316	154	6	2022	2022	NUM
bcpe-4316	154	7	volume	volume	NOUN
bcpe-4316	154	8	8	8	NUM
bcpe-4316	154	9	(	(	PUNCT
bcpe-4316	154	10	2023	2023	NUM
bcpe-4316	154	11	)	)	PUNCT
bcpe-4316	154	12	198	198	NUM
bcpe-4316	154	13	fig	fig	NOUN
bcpe-4316	154	14	.	.	PUNCT
bcpe-4316	155	1	5	5	NUM
bcpe-4316	155	2	yield	yield	NOUN
bcpe-4316	155	3	trend	trend	NOUN
bcpe-4316	155	4	table	table	NOUN
bcpe-4316	155	5	3	3	NUM
bcpe-4316	155	6	contains	contain	VERB
bcpe-4316	155	7	the	the	DET
bcpe-4316	155	8	model	model	NOUN
bcpe-4316	155	9	estimation	estimation	NOUN
bcpe-4316	155	10	findings	finding	NOUN
bcpe-4316	155	11	as	as	ADV
bcpe-4316	155	12	well	well	ADV
bcpe-4316	155	13	as	as	ADP
bcpe-4316	155	14	the	the	DET
bcpe-4316	155	15	variance	variance	NOUN
bcpe-4316	155	16	equation	equation	NOUN
bcpe-4316	155	17	.	.	PUNCT
bcpe-4316	156	1	the	the	DET
bcpe-4316	156	2	arch	arch	ADJ
bcpe-4316	156	3	and	and	CCONJ
bcpe-4316	156	4	garch	garch	NOUN
bcpe-4316	156	5	terms	term	NOUN
bcpe-4316	156	6	in	in	ADP
bcpe-4316	156	7	the	the	DET
bcpe-4316	156	8	variance	variance	NOUN
bcpe-4316	156	9	equation	equation	NOUN
bcpe-4316	156	10	both	both	PRON
bcpe-4316	156	11	have	have	VERB
bcpe-4316	156	12	p	p	NOUN
bcpe-4316	156	13	-	-	PUNCT
bcpe-4316	156	14	values	value	NOUN
bcpe-4316	156	15	less	less	ADJ
bcpe-4316	156	16	than	than	ADP
bcpe-4316	156	17	0.05	0.05	NUM
bcpe-4316	156	18	,	,	PUNCT
bcpe-4316	156	19	showing	show	VERB
bcpe-4316	156	20	that	that	SCONJ
bcpe-4316	156	21	they	they	PRON
bcpe-4316	156	22	are	be	AUX
bcpe-4316	156	23	significant	significant	ADJ
bcpe-4316	156	24	.	.	PUNCT
bcpe-4316	157	1	the	the	DET
bcpe-4316	157	2	presence	presence	NOUN
bcpe-4316	157	3	of	of	ADP
bcpe-4316	157	4	conditional	conditional	ADJ
bcpe-4316	157	5	heteroskedasticity	heteroskedasticity	NOUN
bcpe-4316	157	6	fulfils	fulfil	VERB
bcpe-4316	157	7	the	the	DET
bcpe-4316	157	8	principal	principal	ADJ
bcpe-4316	157	9	requirement	requirement	NOUN
bcpe-4316	157	10	of	of	ADP
bcpe-4316	157	11	garch	garch	NOUN
bcpe-4316	157	12	model	model	NOUN
bcpe-4316	157	13	building	building	NOUN
bcpe-4316	157	14	,	,	PUNCT
bcpe-4316	157	15	implying	imply	VERB
bcpe-4316	157	16	that	that	SCONJ
bcpe-4316	157	17	the	the	DET
bcpe-4316	157	18	twitter	twitter	NOUN
bcpe-4316	157	19	stock	stock	NOUN
bcpe-4316	157	20	return	return	NOUN
bcpe-4316	157	21	has	have	VERB
bcpe-4316	157	22	significant	significant	ADJ
bcpe-4316	157	23	conditional	conditional	ADJ
bcpe-4316	157	24	heteroskedasticity	heteroskedasticity	NOUN
bcpe-4316	157	25	.	.	PUNCT
bcpe-4316	158	1	both	both	DET
bcpe-4316	158	2	coefficients	coefficient	VERB
bcpe-4316	158	3	for	for	ADP
bcpe-4316	158	4	the	the	DET
bcpe-4316	158	5	ar	ar	NOUN
bcpe-4316	158	6	model	model	NOUN
bcpe-4316	158	7	and	and	CCONJ
bcpe-4316	158	8	the	the	DET
bcpe-4316	158	9	ma	ma	PROPN
bcpe-4316	158	10	model	model	NOUN
bcpe-4316	158	11	have	have	VERB
bcpe-4316	158	12	p	p	NOUN
bcpe-4316	158	13	-	-	PUNCT
bcpe-4316	158	14	values	value	NOUN
bcpe-4316	158	15	greater	great	ADJ
bcpe-4316	158	16	than	than	ADP
bcpe-4316	158	17	0.05	0.05	NUM
bcpe-4316	158	18	,	,	PUNCT
bcpe-4316	158	19	meaning	mean	VERB
bcpe-4316	158	20	that	that	SCONJ
bcpe-4316	158	21	they	they	PRON
bcpe-4316	158	22	are	be	AUX
bcpe-4316	158	23	insignificant	insignificant	ADJ
bcpe-4316	158	24	and	and	CCONJ
bcpe-4316	158	25	that	that	SCONJ
bcpe-4316	158	26	there	there	PRON
bcpe-4316	158	27	is	be	VERB
bcpe-4316	158	28	insufficient	insufficient	ADJ
bcpe-4316	158	29	evidence	evidence	NOUN
bcpe-4316	158	30	to	to	PART
bcpe-4316	158	31	reject	reject	VERB
bcpe-4316	158	32	the	the	DET
bcpe-4316	158	33	null	null	ADJ
bcpe-4316	158	34	hypothesis	hypothesis	NOUN
bcpe-4316	158	35	that	that	PRON
bcpe-4316	158	36	the	the	DET
bcpe-4316	158	37	coefficients	coefficient	NOUN
bcpe-4316	158	38	should	should	AUX
bcpe-4316	158	39	be	be	AUX
bcpe-4316	158	40	0	0	NUM
bcpe-4316	158	41	.	.	PUNCT
bcpe-4316	159	1	the	the	DET
bcpe-4316	159	2	growth	growth	NOUN
bcpe-4316	159	3	of	of	ADP
bcpe-4316	159	4	daily	daily	ADJ
bcpe-4316	159	5	new	new	ADJ
bcpe-4316	159	6	instances	instance	NOUN
bcpe-4316	159	7	in	in	ADP
bcpe-4316	159	8	the	the	DET
bcpe-4316	159	9	united	united	PROPN
bcpe-4316	159	10	states	states	PROPN
bcpe-4316	159	11	or	or	CCONJ
bcpe-4316	159	12	around	around	ADP
bcpe-4316	159	13	the	the	DET
bcpe-4316	159	14	world	world	NOUN
bcpe-4316	159	15	,	,	PUNCT
bcpe-4316	159	16	in	in	ADP
bcpe-4316	159	17	particular	particular	ADJ
bcpe-4316	159	18	,	,	PUNCT
bcpe-4316	159	19	will	will	AUX
bcpe-4316	159	20	have	have	VERB
bcpe-4316	159	21	no	no	DET
bcpe-4316	159	22	substantial	substantial	ADJ
bcpe-4316	159	23	impact	impact	NOUN
bcpe-4316	159	24	on	on	ADP
bcpe-4316	159	25	the	the	DET
bcpe-4316	159	26	volatility	volatility	NOUN
bcpe-4316	159	27	of	of	ADP
bcpe-4316	159	28	twitter	twitter	NOUN
bcpe-4316	159	29	stock	stock	NOUN
bcpe-4316	159	30	returns	return	NOUN
bcpe-4316	159	31	.	.	PUNCT
bcpe-4316	160	1	table	table	NOUN
bcpe-4316	160	2	3	3	NUM
bcpe-4316	160	3	.	.	PUNCT
bcpe-4316	160	4	arma	arma	ADJ
bcpe-4316	160	5	-	-	PUNCT
bcpe-4316	160	6	garch	garch	NOUN
bcpe-4316	160	7	estimation	estimation	NOUN
bcpe-4316	160	8	results	result	NOUN
bcpe-4316	160	9	(	(	PUNCT
bcpe-4316	160	10	1	1	NUM
bcpe-4316	160	11	)	)	PUNCT
bcpe-4316	160	12	(	(	PUNCT
bcpe-4316	160	13	2	2	X
bcpe-4316	160	14	)	)	PUNCT
bcpe-4316	160	15	coefficient	coefficient	NOUN
bcpe-4316	160	16	std	std	PROPN
bcpe-4316	160	17	.	.	PUNCT
bcpe-4316	161	1	err	err	NOUN
bcpe-4316	161	2	p>|z|	p>|z|	VERB
bcpe-4316	161	3	coefficient	coefficient	VERB
bcpe-4316	161	4	std	std	NOUN
bcpe-4316	161	5	.	.	PUNCT
bcpe-4316	162	1	err	err	NOUN
bcpe-4316	162	2	p>|z|	p>|z|	NOUN
bcpe-4316	162	3	mean	mean	VERB
bcpe-4316	162	4	equation	equation	NOUN
bcpe-4316	162	5	ar	ar	PROPN
bcpe-4316	162	6	,	,	PUNCT
bcpe-4316	162	7	l2	l2	VERB
bcpe-4316	162	8	0.0010	0.0010	NUM
bcpe-4316	162	9	0.3891	0.3891	NUM
bcpe-4316	162	10	0.9980	0.9980	NUM
bcpe-4316	162	11	0.0052	0.0052	NUM
bcpe-4316	162	12	0.3930	0.3930	NUM
bcpe-4316	162	13	0.9890	0.9890	NUM
bcpe-4316	162	14	ma	ma	NOUN
bcpe-4316	162	15	,	,	PUNCT
bcpe-4316	162	16	l2	l2	VERB
bcpe-4316	162	17	0.1293	0.1293	NUM
bcpe-4316	162	18	0.3867	0.3867	NUM
bcpe-4316	162	19	0.7380	0.7380	NUM
bcpe-4316	162	20	0.1257	0.1257	NUM
bcpe-4316	162	21	0.3900	0.3900	NUM
bcpe-4316	162	22	0.7470	0.7470	NUM
bcpe-4316	162	23	constant	constant	ADJ
bcpe-4316	162	24	0.0013	0.0013	NUM
bcpe-4316	162	25	0.0017	0.0017	NUM
bcpe-4316	162	26	0.4330	0.4330	NUM
bcpe-4316	162	27	0.0013	0.0013	NUM
bcpe-4316	162	28	0.0017	0.0017	NUM
bcpe-4316	162	29	0.4570	0.4570	NUM
bcpe-4316	162	30	variance	variance	NOUN
bcpe-4316	162	31	equation	equation	NOUN
bcpe-4316	162	32	new	new	ADJ
bcpe-4316	162	33	confirmed	confirm	VERB
bcpe-4316	162	34	cases	case	NOUN
bcpe-4316	162	35	us	we	PRON
bcpe-4316	162	36	-0.0304	-0.0304	VERB
bcpe-4316	162	37	0.0159	0.0159	NUM
bcpe-4316	162	38	0.0560	0.0560	NUM
bcpe-4316	162	39	global	global	ADJ
bcpe-4316	162	40	-0.0031	-0.0031	NOUN
bcpe-4316	162	41	0.0149	0.0149	NUM
bcpe-4316	162	42	0.8350	0.8350	NUM
bcpe-4316	162	43	garch	garch	NOUN
bcpe-4316	162	44	(	(	PUNCT
bcpe-4316	162	45	1	1	NUM
bcpe-4316	162	46	,	,	PUNCT
bcpe-4316	162	47	1	1	NUM
bcpe-4316	162	48	)	)	PUNCT
bcpe-4316	162	49	arch	arch	NOUN
bcpe-4316	162	50	,	,	PUNCT
bcpe-4316	162	51	l1	l1	PROPN
bcpe-4316	162	52	0.2393	0.2393	NUM
bcpe-4316	162	53	0.0433	0.0433	NUM
bcpe-4316	162	54	0.0000	0.0000	NUM
bcpe-4316	162	55	0.2361	0.2361	NUM
bcpe-4316	162	56	0.0441	0.0441	NUM
bcpe-4316	162	57	0.0000	0.0000	NUM
bcpe-4316	162	58	garch	garch	NOUN
bcpe-4316	162	59	,	,	PUNCT
bcpe-4316	162	60	l1	l1	PROPN
bcpe-4316	162	61	0.3870	0.3870	NUM
bcpe-4316	162	62	0.1549	0.1549	NUM
bcpe-4316	162	63	0.0130	0.0130	NUM
bcpe-4316	162	64	0.3439	0.3439	NUM
bcpe-4316	162	65	0.1613	0.1613	NUM
bcpe-4316	162	66	0.0330	0.0330	NUM
bcpe-4316	162	67	constant	constant	ADJ
bcpe-4316	162	68	-7.3199	-7.3199	NOUN
bcpe-4316	162	69	0.3367	0.3367	NUM
bcpe-4316	162	70	0.0000	0.0000	NUM
bcpe-4316	162	71	-7.4666	-7.4666	NOUN
bcpe-4316	162	72	0.3199	0.3199	NUM
bcpe-4316	162	73	0.0000	0.0000	NUM
bcpe-4316	162	74	4	4	NUM
bcpe-4316	162	75	.	.	PUNCT
bcpe-4316	162	76	discussion	discussion	NOUN
bcpe-4316	162	77	in	in	ADP
bcpe-4316	162	78	comparison	comparison	NOUN
bcpe-4316	162	79	to	to	ADP
bcpe-4316	162	80	other	other	ADJ
bcpe-4316	162	81	studies	study	NOUN
bcpe-4316	162	82	,	,	PUNCT
bcpe-4316	162	83	this	this	DET
bcpe-4316	162	84	paper	paper	NOUN
bcpe-4316	162	85	focuses	focus	VERB
bcpe-4316	162	86	on	on	ADP
bcpe-4316	162	87	how	how	SCONJ
bcpe-4316	162	88	covid-19	covid-19	PROPN
bcpe-4316	162	89	us	we	PRON
bcpe-4316	162	90	and	and	CCONJ
bcpe-4316	162	91	global	global	ADJ
bcpe-4316	162	92	new	new	ADJ
bcpe-4316	162	93	cases	case	NOUN
bcpe-4316	162	94	affect	affect	VERB
bcpe-4316	162	95	the	the	DET
bcpe-4316	162	96	stock	stock	NOUN
bcpe-4316	162	97	return	return	NOUN
bcpe-4316	162	98	and	and	CCONJ
bcpe-4316	162	99	stock	stock	NOUN
bcpe-4316	162	100	return	return	NOUN
bcpe-4316	162	101	volatility	volatility	NOUN
bcpe-4316	162	102	of	of	ADP
bcpe-4316	162	103	an	an	DET
bcpe-4316	162	104	american	american	ADJ
bcpe-4316	162	105	social	social	ADJ
bcpe-4316	162	106	media	medium	NOUN
bcpe-4316	162	107	company	company	NOUN
bcpe-4316	162	108	,	,	PUNCT
bcpe-4316	162	109	whereas	whereas	SCONJ
bcpe-4316	162	110	existing	existing	ADJ
bcpe-4316	162	111	articles	article	NOUN
bcpe-4316	162	112	discuss	discuss	VERB
bcpe-4316	162	113	the	the	DET
bcpe-4316	162	114	impact	impact	NOUN
bcpe-4316	162	115	of	of	ADP
bcpe-4316	162	116	the	the	DET
bcpe-4316	162	117	covid-19	covid-19	PROPN
bcpe-4316	162	118	pandemic	pandemic	NOUN
bcpe-4316	162	119	on	on	ADP
bcpe-4316	162	120	mental	mental	ADJ
bcpe-4316	162	121	health	health	NOUN
bcpe-4316	162	122	,	,	PUNCT
bcpe-4316	162	123	living	living	NOUN
bcpe-4316	162	124	habits	habit	NOUN
bcpe-4316	162	125	,	,	PUNCT
bcpe-4316	162	126	interactive	interactive	ADJ
bcpe-4316	162	127	behaviors	behavior	NOUN
bcpe-4316	162	128	,	,	PUNCT
bcpe-4316	162	129	information	information	NOUN
bcpe-4316	162	130	dissemination	dissemination	NOUN
bcpe-4316	162	131	or	or	CCONJ
bcpe-4316	162	132	infodemic	infodemic	ADJ
bcpe-4316	162	133	[	[	X
bcpe-4316	162	134	34	34	NUM
bcpe-4316	162	135	]	]	PUNCT
bcpe-4316	162	136	on	on	ADP
bcpe-4316	162	137	social	social	ADJ
bcpe-4316	162	138	media	medium	NOUN
bcpe-4316	162	139	.	.	PUNCT
bcpe-4316	163	1	although	although	SCONJ
bcpe-4316	163	2	some	some	DET
bcpe-4316	163	3	articles	article	NOUN
bcpe-4316	163	4	investigate	investigate	VERB
bcpe-4316	163	5	stock	stock	NOUN
bcpe-4316	163	6	market	market	NOUN
bcpe-4316	163	7	performance	performance	NOUN
bcpe-4316	163	8	during	during	ADP
bcpe-4316	163	9	the	the	DET
bcpe-4316	163	10	pandemic	pandemic	NOUN
bcpe-4316	163	11	,	,	PUNCT
bcpe-4316	163	12	their	their	PRON
bcpe-4316	163	13	conclusions	conclusion	NOUN
bcpe-4316	163	14	and	and	CCONJ
bcpe-4316	163	15	topics	topic	NOUN
bcpe-4316	163	16	are	be	AUX
bcpe-4316	163	17	more	more	ADV
bcpe-4316	163	18	related	related	ADJ
bcpe-4316	163	19	to	to	ADP
bcpe-4316	163	20	big	big	ADJ
bcpe-4316	163	21	industries	industry	NOUN
bcpe-4316	163	22	such	such	ADJ
bcpe-4316	163	23	as	as	ADP
bcpe-4316	163	24	communication	communication	NOUN
bcpe-4316	163	25	services	service	NOUN
bcpe-4316	163	26	,	,	PUNCT
bcpe-4316	163	27	technology	technology	NOUN
bcpe-4316	163	28	,	,	PUNCT
bcpe-4316	163	29	healthcare	healthcare	PROPN
bcpe-4316	163	30	,	,	PUNCT
bcpe-4316	163	31	energy	energy	NOUN
bcpe-4316	163	32	,	,	PUNCT
bcpe-4316	163	33	and	and	CCONJ
bcpe-4316	163	34	so	so	ADV
bcpe-4316	163	35	on	on	ADV
bcpe-4316	163	36	.	.	PUNCT
bcpe-4316	164	1	however	however	ADV
bcpe-4316	164	2	,	,	PUNCT
bcpe-4316	164	3	one	one	NUM
bcpe-4316	164	4	similarity	similarity	NOUN
bcpe-4316	164	5	between	between	ADP
bcpe-4316	164	6	us	we	PRON
bcpe-4316	164	7	in	in	ADP
bcpe-4316	164	8	analyzing	analyze	VERB
bcpe-4316	164	9	stock	stock	NOUN
bcpe-4316	164	10	market	market	NOUN
bcpe-4316	164	11	volatility	volatility	NOUN
bcpe-4316	164	12	is	be	AUX
bcpe-4316	164	13	that	that	SCONJ
bcpe-4316	164	14	many	many	ADJ
bcpe-4316	164	15	authors	author	NOUN
bcpe-4316	164	16	bcp	bcp	VERB
bcpe-4316	164	17	education	education	PROPN
bcpe-4316	164	18	&	&	CCONJ
bcpe-4316	164	19	psychology	psychology	PROPN
bcpe-4316	164	20	cepc	cepc	PROPN
bcpe-4316	164	21	2022	2022	NUM
bcpe-4316	164	22	volume	volume	NOUN
bcpe-4316	164	23	8	8	NUM
bcpe-4316	164	24	(	(	PUNCT
bcpe-4316	164	25	2023	2023	NUM
bcpe-4316	164	26	)	)	PUNCT
bcpe-4316	164	27	199	199	NUM
bcpe-4316	164	28	adopted	adopt	VERB
bcpe-4316	164	29	methodology	methodology	NOUN
bcpe-4316	164	30	or	or	CCONJ
bcpe-4316	164	31	related	related	ADJ
bcpe-4316	164	32	transformations	transformation	NOUN
bcpe-4316	164	33	such	such	ADJ
bcpe-4316	164	34	as	as	ADP
bcpe-4316	164	35	var	var	NOUN
bcpe-4316	164	36	model	model	NOUN
bcpe-4316	164	37	,	,	PUNCT
bcpe-4316	164	38	garch	garch	NOUN
bcpe-4316	164	39	model	model	NOUN
bcpe-4316	164	40	,	,	PUNCT
bcpe-4316	164	41	tgarch	tgarch	NOUN
bcpe-4316	164	42	model	model	NOUN
bcpe-4316	164	43	[	[	X
bcpe-4316	164	44	35	35	NUM
bcpe-4316	164	45	]	]	PUNCT
bcpe-4316	164	46	,	,	PUNCT
bcpe-4316	164	47	egarch	egarch	NOUN
bcpe-4316	164	48	model	model	NOUN
bcpe-4316	164	49	[	[	X
bcpe-4316	164	50	33	33	NUM
bcpe-4316	164	51	]	]	PUNCT
bcpe-4316	164	52	,	,	PUNCT
bcpe-4316	164	53	or	or	CCONJ
bcpe-4316	164	54	others	other	NOUN
bcpe-4316	164	55	in	in	ADP
bcpe-4316	164	56	their	their	PRON
bcpe-4316	164	57	research	research	NOUN
bcpe-4316	164	58	to	to	PART
bcpe-4316	164	59	determine	determine	VERB
bcpe-4316	164	60	stock	stock	NOUN
bcpe-4316	164	61	market	market	NOUN
bcpe-4316	164	62	movements	movement	NOUN
bcpe-4316	164	63	.	.	PUNCT
bcpe-4316	165	1	through	through	ADP
bcpe-4316	165	2	this	this	DET
bcpe-4316	165	3	paper	paper	NOUN
bcpe-4316	165	4	,	,	PUNCT
bcpe-4316	165	5	managers	manager	NOUN
bcpe-4316	165	6	of	of	ADP
bcpe-4316	165	7	social	social	ADJ
bcpe-4316	165	8	media	medium	NOUN
bcpe-4316	165	9	companies	company	NOUN
bcpe-4316	165	10	could	could	AUX
bcpe-4316	165	11	pay	pay	VERB
bcpe-4316	165	12	more	more	ADJ
bcpe-4316	165	13	attention	attention	NOUN
bcpe-4316	165	14	to	to	ADP
bcpe-4316	165	15	designing	design	VERB
bcpe-4316	165	16	contingency	contingency	NOUN
bcpe-4316	165	17	strategies	strategy	NOUN
bcpe-4316	165	18	for	for	ADP
bcpe-4316	165	19	the	the	DET
bcpe-4316	165	20	emergence	emergence	NOUN
bcpe-4316	165	21	of	of	ADP
bcpe-4316	165	22	potential	potential	ADJ
bcpe-4316	165	23	black	black	ADJ
bcpe-4316	165	24	swan	swan	NOUN
bcpe-4316	165	25	events	event	NOUN
bcpe-4316	165	26	in	in	ADP
bcpe-4316	165	27	order	order	NOUN
bcpe-4316	165	28	to	to	PART
bcpe-4316	165	29	avoid	avoid	VERB
bcpe-4316	165	30	the	the	DET
bcpe-4316	165	31	creation	creation	NOUN
bcpe-4316	165	32	of	of	ADP
bcpe-4316	165	33	a	a	DET
bcpe-4316	165	34	bad	bad	ADJ
bcpe-4316	165	35	atmosphere	atmosphere	NOUN
bcpe-4316	165	36	,	,	PUNCT
bcpe-4316	165	37	as	as	ADV
bcpe-4316	165	38	well	well	ADV
bcpe-4316	165	39	as	as	ADP
bcpe-4316	165	40	taking	take	VERB
bcpe-4316	165	41	a	a	DET
bcpe-4316	165	42	broad	broad	ADJ
bcpe-4316	165	43	view	view	NOUN
bcpe-4316	165	44	to	to	PART
bcpe-4316	165	45	judge	judge	VERB
bcpe-4316	165	46	the	the	DET
bcpe-4316	165	47	likely	likely	ADJ
bcpe-4316	165	48	duration	duration	NOUN
bcpe-4316	165	49	or	or	CCONJ
bcpe-4316	165	50	possible	possible	ADJ
bcpe-4316	165	51	normalization	normalization	NOUN
bcpe-4316	165	52	of	of	ADP
bcpe-4316	165	53	events	event	NOUN
bcpe-4316	165	54	,	,	PUNCT
bcpe-4316	165	55	so	so	SCONJ
bcpe-4316	165	56	that	that	SCONJ
bcpe-4316	165	57	public	public	ADJ
bcpe-4316	165	58	sentiment	sentiment	NOUN
bcpe-4316	165	59	on	on	ADP
bcpe-4316	165	60	social	social	ADJ
bcpe-4316	165	61	media	medium	NOUN
bcpe-4316	165	62	is	be	AUX
bcpe-4316	165	63	under	under	ADP
bcpe-4316	165	64	control	control	NOUN
bcpe-4316	165	65	and	and	CCONJ
bcpe-4316	165	66	can	can	AUX
bcpe-4316	165	67	generate	generate	VERB
bcpe-4316	165	68	much	much	ADV
bcpe-4316	165	69	more	more	ADJ
bcpe-4316	165	70	value	value	NOUN
bcpe-4316	165	71	than	than	ADP
bcpe-4316	165	72	just	just	ADV
bcpe-4316	165	73	misinformation	misinformation	NOUN
bcpe-4316	165	74	exaggeration	exaggeration	NOUN
bcpe-4316	165	75	.	.	PUNCT
bcpe-4316	166	1	further	far	ADV
bcpe-4316	166	2	,	,	PUNCT
bcpe-4316	166	3	supervise	supervise	VERB
bcpe-4316	166	4	stakeholders	stakeholder	NOUN
bcpe-4316	166	5	and	and	CCONJ
bcpe-4316	166	6	market	market	NOUN
bcpe-4316	166	7	participants	participant	NOUN
bcpe-4316	166	8	with	with	ADP
bcpe-4316	166	9	social	social	ADJ
bcpe-4316	166	10	media	medium	NOUN
bcpe-4316	166	11	accounts	account	NOUN
bcpe-4316	166	12	,	,	PUNCT
bcpe-4316	166	13	such	such	ADJ
bcpe-4316	166	14	as	as	ADP
bcpe-4316	166	15	policymakers	policymaker	NOUN
bcpe-4316	166	16	or	or	CCONJ
bcpe-4316	166	17	organizations	organization	NOUN
bcpe-4316	166	18	,	,	PUNCT
bcpe-4316	166	19	taking	take	VERB
bcpe-4316	166	20	responsibility	responsibility	NOUN
bcpe-4316	166	21	to	to	PART
bcpe-4316	166	22	regulate	regulate	VERB
bcpe-4316	166	23	and	and	CCONJ
bcpe-4316	166	24	assure	assure	VERB
bcpe-4316	166	25	the	the	DET
bcpe-4316	166	26	direction	direction	NOUN
bcpe-4316	166	27	of	of	ADP
bcpe-4316	166	28	the	the	DET
bcpe-4316	166	29	discussion	discussion	NOUN
bcpe-4316	166	30	is	be	AUX
bcpe-4316	166	31	vital	vital	ADJ
bcpe-4316	166	32	,	,	PUNCT
bcpe-4316	166	33	especially	especially	ADV
bcpe-4316	166	34	in	in	ADP
bcpe-4316	166	35	the	the	DET
bcpe-4316	166	36	case	case	NOUN
bcpe-4316	166	37	of	of	ADP
bcpe-4316	166	38	an	an	DET
bcpe-4316	166	39	accident	accident	NOUN
bcpe-4316	166	40	.	.	PUNCT
bcpe-4316	167	1	in	in	ADP
bcpe-4316	167	2	the	the	DET
bcpe-4316	167	3	digital	digital	ADJ
bcpe-4316	167	4	age	age	NOUN
bcpe-4316	167	5	,	,	PUNCT
bcpe-4316	167	6	social	social	ADJ
bcpe-4316	167	7	media	medium	NOUN
bcpe-4316	167	8	,	,	PUNCT
bcpe-4316	167	9	as	as	ADP
bcpe-4316	167	10	a	a	DET
bcpe-4316	167	11	multitasking	multitaske	VERB
bcpe-4316	167	12	tool	tool	NOUN
bcpe-4316	167	13	,	,	PUNCT
bcpe-4316	167	14	typically	typically	ADV
bcpe-4316	167	15	moves	move	VERB
bcpe-4316	167	16	swiftly	swiftly	ADV
bcpe-4316	167	17	.	.	PUNCT
bcpe-4316	168	1	the	the	DET
bcpe-4316	168	2	covid-19	covid-19	PROPN
bcpe-4316	168	3	pandemic	pandemic	NOUN
bcpe-4316	168	4	is	be	AUX
bcpe-4316	168	5	only	only	ADV
bcpe-4316	168	6	a	a	DET
bcpe-4316	168	7	temporary	temporary	ADJ
bcpe-4316	168	8	setback	setback	NOUN
bcpe-4316	168	9	for	for	ADP
bcpe-4316	168	10	this	this	DET
bcpe-4316	168	11	industry	industry	NOUN
bcpe-4316	168	12	,	,	PUNCT
bcpe-4316	168	13	and	and	CCONJ
bcpe-4316	168	14	it	it	PRON
bcpe-4316	168	15	serves	serve	VERB
bcpe-4316	168	16	as	as	ADP
bcpe-4316	168	17	a	a	DET
bcpe-4316	168	18	reminder	reminder	NOUN
bcpe-4316	168	19	for	for	SCONJ
bcpe-4316	168	20	social	social	ADJ
bcpe-4316	168	21	media	medium	NOUN
bcpe-4316	168	22	companies	company	NOUN
bcpe-4316	168	23	to	to	PART
bcpe-4316	168	24	improve	improve	VERB
bcpe-4316	168	25	the	the	DET
bcpe-4316	168	26	current	current	ADJ
bcpe-4316	168	27	functions	function	NOUN
bcpe-4316	168	28	and	and	CCONJ
bcpe-4316	168	29	characteristics	characteristic	NOUN
bcpe-4316	168	30	of	of	ADP
bcpe-4316	168	31	their	their	PRON
bcpe-4316	168	32	products	product	NOUN
bcpe-4316	168	33	.	.	PUNCT
bcpe-4316	169	1	according	accord	VERB
bcpe-4316	169	2	to	to	ADP
bcpe-4316	169	3	the	the	DET
bcpe-4316	169	4	findings	finding	NOUN
bcpe-4316	169	5	of	of	ADP
bcpe-4316	169	6	this	this	DET
bcpe-4316	169	7	study	study	NOUN
bcpe-4316	169	8	,	,	PUNCT
bcpe-4316	169	9	it	it	PRON
bcpe-4316	169	10	is	be	AUX
bcpe-4316	169	11	important	important	ADJ
bcpe-4316	169	12	for	for	ADP
bcpe-4316	169	13	investors	investor	NOUN
bcpe-4316	169	14	who	who	PRON
bcpe-4316	169	15	are	be	AUX
bcpe-4316	169	16	concerned	concerned	ADJ
bcpe-4316	169	17	about	about	ADP
bcpe-4316	169	18	social	social	ADJ
bcpe-4316	169	19	media	medium	NOUN
bcpe-4316	169	20	stocks	stock	NOUN
bcpe-4316	169	21	to	to	PART
bcpe-4316	169	22	forecast	forecast	VERB
bcpe-4316	169	23	the	the	DET
bcpe-4316	169	24	industry	industry	NOUN
bcpe-4316	169	25	's	's	PART
bcpe-4316	169	26	stability	stability	NOUN
bcpe-4316	169	27	and	and	CCONJ
bcpe-4316	169	28	the	the	DET
bcpe-4316	169	29	durability	durability	NOUN
bcpe-4316	169	30	of	of	ADP
bcpe-4316	169	31	event	event	NOUN
bcpe-4316	169	32	impacts	impact	NOUN
bcpe-4316	169	33	on	on	ADP
bcpe-4316	169	34	the	the	DET
bcpe-4316	169	35	social	social	ADJ
bcpe-4316	169	36	media	medium	NOUN
bcpe-4316	169	37	business	business	NOUN
bcpe-4316	169	38	.	.	PUNCT
bcpe-4316	170	1	therefore	therefore	ADV
bcpe-4316	170	2	,	,	PUNCT
bcpe-4316	170	3	investors	investor	NOUN
bcpe-4316	170	4	need	need	AUX
bcpe-4316	170	5	keep	keep	VERB
bcpe-4316	170	6	an	an	DET
bcpe-4316	170	7	eye	eye	NOUN
bcpe-4316	170	8	on	on	ADP
bcpe-4316	170	9	the	the	DET
bcpe-4316	170	10	latest	late	ADJ
bcpe-4316	170	11	news	news	NOUN
bcpe-4316	170	12	in	in	ADP
bcpe-4316	170	13	order	order	NOUN
bcpe-4316	170	14	to	to	PART
bcpe-4316	170	15	modify	modify	VERB
bcpe-4316	170	16	their	their	PRON
bcpe-4316	170	17	short	short	ADJ
bcpe-4316	170	18	-	-	PUNCT
bcpe-4316	170	19	term	term	NOUN
bcpe-4316	170	20	investment	investment	NOUN
bcpe-4316	170	21	strategies	strategy	NOUN
bcpe-4316	170	22	.	.	PUNCT
bcpe-4316	171	1	5	5	X
bcpe-4316	171	2	.	.	X
bcpe-4316	171	3	conclusion	conclusion	VERB
bcpe-4316	171	4	the	the	DET
bcpe-4316	171	5	objective	objective	NOUN
bcpe-4316	171	6	of	of	ADP
bcpe-4316	171	7	this	this	DET
bcpe-4316	171	8	study	study	NOUN
bcpe-4316	171	9	is	be	AUX
bcpe-4316	171	10	to	to	PART
bcpe-4316	171	11	look	look	VERB
bcpe-4316	171	12	into	into	ADP
bcpe-4316	171	13	how	how	SCONJ
bcpe-4316	171	14	new	new	ADJ
bcpe-4316	171	15	cases	case	NOUN
bcpe-4316	171	16	of	of	ADP
bcpe-4316	171	17	the	the	DET
bcpe-4316	171	18	covid-19	covid-19	PROPN
bcpe-4316	171	19	pandemic	pandemic	NOUN
bcpe-4316	171	20	correlate	correlate	VERB
bcpe-4316	171	21	to	to	ADP
bcpe-4316	171	22	the	the	DET
bcpe-4316	171	23	social	social	ADJ
bcpe-4316	171	24	media	medium	NOUN
bcpe-4316	171	25	industry	industry	NOUN
bcpe-4316	171	26	in	in	ADP
bcpe-4316	171	27	terms	term	NOUN
bcpe-4316	171	28	of	of	ADP
bcpe-4316	171	29	usage	usage	NOUN
bcpe-4316	171	30	,	,	PUNCT
bcpe-4316	171	31	stock	stock	NOUN
bcpe-4316	171	32	return	return	NOUN
bcpe-4316	171	33	,	,	PUNCT
bcpe-4316	171	34	and	and	CCONJ
bcpe-4316	171	35	stock	stock	NOUN
bcpe-4316	171	36	volatility	volatility	NOUN
bcpe-4316	171	37	,	,	PUNCT
bcpe-4316	171	38	with	with	ADP
bcpe-4316	171	39	an	an	DET
bcpe-4316	171	40	emphasis	emphasis	NOUN
bcpe-4316	171	41	on	on	ADP
bcpe-4316	171	42	the	the	DET
bcpe-4316	171	43	american	american	ADJ
bcpe-4316	171	44	social	social	ADJ
bcpe-4316	171	45	media	medium	NOUN
bcpe-4316	171	46	company	company	NOUN
bcpe-4316	171	47	twitter	twitter	NOUN
bcpe-4316	171	48	.	.	PUNCT
bcpe-4316	172	1	var	var	NOUN
bcpe-4316	172	2	and	and	CCONJ
bcpe-4316	172	3	arma	arma	ADJ
bcpe-4316	172	4	-	-	PUNCT
bcpe-4316	172	5	garch	garch	NOUN
bcpe-4316	172	6	models	model	NOUN
bcpe-4316	172	7	are	be	AUX
bcpe-4316	172	8	introduced	introduce	VERB
bcpe-4316	172	9	for	for	ADP
bcpe-4316	172	10	this	this	DET
bcpe-4316	172	11	purpose	purpose	NOUN
bcpe-4316	172	12	,	,	PUNCT
bcpe-4316	172	13	with	with	ADP
bcpe-4316	172	14	the	the	DET
bcpe-4316	172	15	var	var	NOUN
bcpe-4316	172	16	model	model	NOUN
bcpe-4316	172	17	exploring	explore	VERB
bcpe-4316	172	18	impulse	impulse	ADJ
bcpe-4316	172	19	response	response	NOUN
bcpe-4316	172	20	and	and	CCONJ
bcpe-4316	172	21	the	the	DET
bcpe-4316	172	22	arma	arma	ADJ
bcpe-4316	172	23	-	-	PUNCT
bcpe-4316	172	24	garch	garch	NOUN
bcpe-4316	172	25	model	model	NOUN
bcpe-4316	172	26	assessing	assess	VERB
bcpe-4316	172	27	stock	stock	NOUN
bcpe-4316	172	28	returns	return	NOUN
bcpe-4316	172	29	and	and	CCONJ
bcpe-4316	172	30	conditional	conditional	ADJ
bcpe-4316	172	31	variances	variance	NOUN
bcpe-4316	172	32	.	.	PUNCT
bcpe-4316	173	1	the	the	DET
bcpe-4316	173	2	study	study	NOUN
bcpe-4316	173	3	leads	lead	VERB
bcpe-4316	173	4	to	to	ADP
bcpe-4316	173	5	a	a	DET
bcpe-4316	173	6	conclusion	conclusion	NOUN
bcpe-4316	173	7	after	after	ADP
bcpe-4316	173	8	conducting	conduct	VERB
bcpe-4316	173	9	empirical	empirical	ADJ
bcpe-4316	173	10	investigation	investigation	NOUN
bcpe-4316	173	11	.	.	PUNCT
bcpe-4316	174	1	finally	finally	ADV
bcpe-4316	174	2	,	,	PUNCT
bcpe-4316	174	3	this	this	DET
bcpe-4316	174	4	article	article	NOUN
bcpe-4316	174	5	demonstrates	demonstrate	VERB
bcpe-4316	174	6	that	that	SCONJ
bcpe-4316	174	7	the	the	DET
bcpe-4316	174	8	public	public	NOUN
bcpe-4316	174	9	's	's	PART
bcpe-4316	174	10	unexpected	unexpected	ADJ
bcpe-4316	174	11	boost	boost	NOUN
bcpe-4316	174	12	in	in	ADP
bcpe-4316	174	13	use	use	NOUN
bcpe-4316	174	14	of	of	ADP
bcpe-4316	174	15	social	social	ADJ
bcpe-4316	174	16	media	medium	NOUN
bcpe-4316	174	17	sites	site	NOUN
bcpe-4316	174	18	during	during	ADP
bcpe-4316	174	19	the	the	DET
bcpe-4316	174	20	pandemic	pandemic	NOUN
bcpe-4316	174	21	does	do	AUX
bcpe-4316	174	22	not	not	PART
bcpe-4316	174	23	indicate	indicate	VERB
bcpe-4316	174	24	a	a	DET
bcpe-4316	174	25	continual	continual	ADJ
bcpe-4316	174	26	development	development	NOUN
bcpe-4316	174	27	or	or	CCONJ
bcpe-4316	174	28	fall	fall	NOUN
bcpe-4316	174	29	of	of	ADP
bcpe-4316	174	30	an	an	DET
bcpe-4316	174	31	industry	industry	NOUN
bcpe-4316	174	32	,	,	PUNCT
bcpe-4316	174	33	but	but	CCONJ
bcpe-4316	174	34	rather	rather	ADV
bcpe-4316	174	35	a	a	DET
bcpe-4316	174	36	short	short	ADJ
bcpe-4316	174	37	-	-	PUNCT
bcpe-4316	174	38	term	term	NOUN
bcpe-4316	174	39	shock	shock	NOUN
bcpe-4316	174	40	.	.	PUNCT
bcpe-4316	175	1	despite	despite	SCONJ
bcpe-4316	175	2	the	the	DET
bcpe-4316	175	3	fact	fact	NOUN
bcpe-4316	175	4	that	that	SCONJ
bcpe-4316	175	5	social	social	ADJ
bcpe-4316	175	6	media	medium	NOUN
bcpe-4316	175	7	penetration	penetration	NOUN
bcpe-4316	175	8	and	and	CCONJ
bcpe-4316	175	9	user	user	NOUN
bcpe-4316	175	10	engagement	engagement	NOUN
bcpe-4316	175	11	are	be	AUX
bcpe-4316	175	12	increasing	increase	VERB
bcpe-4316	175	13	every	every	DET
bcpe-4316	175	14	single	single	ADJ
bcpe-4316	175	15	year	year	NOUN
bcpe-4316	175	16	,	,	PUNCT
bcpe-4316	175	17	the	the	DET
bcpe-4316	175	18	detrimental	detrimental	ADJ
bcpe-4316	175	19	impact	impact	NOUN
bcpe-4316	175	20	of	of	ADP
bcpe-4316	175	21	the	the	DET
bcpe-4316	175	22	covid-19	covid-19	PROPN
bcpe-4316	175	23	pandemic	pandemic	NOUN
bcpe-4316	175	24	was	be	AUX
bcpe-4316	175	25	only	only	ADV
bcpe-4316	175	26	apparent	apparent	ADJ
bcpe-4316	175	27	at	at	ADP
bcpe-4316	175	28	the	the	DET
bcpe-4316	175	29	beginning	beginning	NOUN
bcpe-4316	175	30	.	.	PUNCT
bcpe-4316	176	1	the	the	DET
bcpe-4316	176	2	impact	impact	NOUN
bcpe-4316	176	3	on	on	ADP
bcpe-4316	176	4	the	the	DET
bcpe-4316	176	5	long	long	ADJ
bcpe-4316	176	6	-	-	PUNCT
bcpe-4316	176	7	term	term	NOUN
bcpe-4316	176	8	future	future	NOUN
bcpe-4316	176	9	of	of	ADP
bcpe-4316	176	10	the	the	DET
bcpe-4316	176	11	social	social	ADJ
bcpe-4316	176	12	media	medium	NOUN
bcpe-4316	176	13	stock	stock	NOUN
bcpe-4316	176	14	return	return	NOUN
bcpe-4316	176	15	and	and	CCONJ
bcpe-4316	176	16	its	its	PRON
bcpe-4316	176	17	volatility	volatility	NOUN
bcpe-4316	176	18	will	will	AUX
bcpe-4316	176	19	eventually	eventually	ADV
bcpe-4316	176	20	diminish	diminish	VERB
bcpe-4316	176	21	and	and	CCONJ
bcpe-4316	176	22	return	return	VERB
bcpe-4316	176	23	to	to	ADP
bcpe-4316	176	24	normal	normal	ADJ
bcpe-4316	176	25	,	,	PUNCT
bcpe-4316	176	26	following	follow	VERB
bcpe-4316	176	27	the	the	DET
bcpe-4316	176	28	general	general	ADJ
bcpe-4316	176	29	trend	trend	NOUN
bcpe-4316	176	30	of	of	ADP
bcpe-4316	176	31	the	the	DET
bcpe-4316	176	32	stock	stock	NOUN
bcpe-4316	176	33	market	market	NOUN
bcpe-4316	176	34	.	.	PUNCT
bcpe-4316	177	1	references	reference	NOUN
bcpe-4316	177	2	[	[	X
bcpe-4316	177	3	1	1	NUM
bcpe-4316	177	4	]	]	X
bcpe-4316	177	5	harris	harris	PROPN
bcpe-4316	177	6	s	s	PROPN
bcpe-4316	177	7	r	r	PROPN
bcpe-4316	177	8	,	,	PUNCT
bcpe-4316	177	9	gerich	gerich	X
bcpe-4316	177	10	e.	e.	PROPN
bcpe-4316	177	11	retiring	retire	VERB
bcpe-4316	177	12	the	the	DET
bcpe-4316	177	13	nsfnet	nsfnet	NOUN
bcpe-4316	177	14	backbone	backbone	NOUN
bcpe-4316	177	15	service	service	NOUN
bcpe-4316	177	16	:	:	PUNCT
bcpe-4316	177	17	chronicling	chronicle	VERB
bcpe-4316	177	18	the	the	DET
bcpe-4316	177	19	end	end	NOUN
bcpe-4316	177	20	of	of	ADP
bcpe-4316	177	21	an	an	DET
bcpe-4316	177	22	era	era	NOUN
bcpe-4316	177	23	.	.	PUNCT
bcpe-4316	178	1	connexions	connexion	NOUN
bcpe-4316	178	2	,	,	PUNCT
bcpe-4316	178	3	1996	1996	NUM
bcpe-4316	178	4	,	,	PUNCT
bcpe-4316	178	5	10(4	10(4	NUM
bcpe-4316	178	6	):	):	PUNCT
bcpe-4316	178	7	2	2	NUM
bcpe-4316	178	8	-	-	SYM
bcpe-4316	178	9	11	11	NUM
bcpe-4316	178	10	.	.	PUNCT
bcpe-4316	179	1	[	[	X
bcpe-4316	179	2	2	2	X
bcpe-4316	179	3	]	]	PUNCT
bcpe-4316	179	4	s.	s.	PROPN
bcpe-4316	179	5	dixon	dixon	PROPN
bcpe-4316	179	6	.	.	PUNCT
bcpe-4316	180	1	global	global	ADJ
bcpe-4316	180	2	social	social	ADJ
bcpe-4316	180	3	network	network	NOUN
bcpe-4316	180	4	penetration	penetration	NOUN
bcpe-4316	180	5	2018	2018	NUM
bcpe-4316	180	6	-	-	SYM
bcpe-4316	180	7	2027	2027	NUM
bcpe-4316	180	8	.	.	PUNCT
bcpe-4316	181	1	(	(	PUNCT
bcpe-4316	181	2	2022	2022	NUM
bcpe-4316	181	3	-	-	SYM
bcpe-4316	181	4	6	6	NUM
bcpe-4316	181	5	-	-	SYM
bcpe-4316	181	6	15	15	NUM
bcpe-4316	181	7	)	)	PUNCT
bcpe-4316	182	1	[	[	X
bcpe-4316	182	2	2022	2022	NUM
bcpe-4316	182	3	-	-	SYM
bcpe-4316	182	4	9	9	NUM
bcpe-4316	182	5	-	-	SYM
bcpe-4316	182	6	4	4	NUM
bcpe-4316	182	7	]	]	PUNCT
bcpe-4316	182	8	.	.	PUNCT
bcpe-4316	183	1	https://www.statista.com/statistics/260811/social-network-penetration-worldwide/.	https://www.statista.com/statistics/260811/social-network-penetration-worldwide/.	PROPN
bcpe-4316	184	1	[	[	X
bcpe-4316	184	2	3	3	NUM
bcpe-4316	184	3	]	]	X
bcpe-4316	184	4	volkmer	volkmer	NOUN
bcpe-4316	184	5	i.	i.	PROPN
bcpe-4316	184	6	social	social	PROPN
bcpe-4316	184	7	media	medium	NOUN
bcpe-4316	184	8	and	and	CCONJ
bcpe-4316	184	9	covid-19	covid-19	PROPN
bcpe-4316	184	10	:	:	PUNCT
bcpe-4316	184	11	a	a	DET
bcpe-4316	184	12	global	global	ADJ
bcpe-4316	184	13	study	study	NOUN
bcpe-4316	184	14	of	of	ADP
bcpe-4316	184	15	digital	digital	ADJ
bcpe-4316	184	16	crisis	crisis	NOUN
bcpe-4316	184	17	interaction	interaction	NOUN
bcpe-4316	184	18	among	among	ADP
bcpe-4316	184	19	gen	gen	PROPN
bcpe-4316	184	20	z	z	NOUN
bcpe-4316	184	21	and	and	CCONJ
bcpe-4316	184	22	millennials	millennial	NOUN
bcpe-4316	184	23	.	.	PUNCT
bcpe-4316	185	1	world	world	NOUN
bcpe-4316	185	2	health	health	NOUN
bcpe-4316	185	3	organisation	organisation	NOUN
bcpe-4316	185	4	,	,	PUNCT
bcpe-4316	185	5	2021	2021	NUM
bcpe-4316	185	6	.	.	PUNCT
bcpe-4316	186	1	[	[	X
bcpe-4316	186	2	4	4	NUM
bcpe-4316	186	3	]	]	PUNCT
bcpe-4316	186	4	manguri	manguri	NOUN
bcpe-4316	186	5	k	k	PROPN
bcpe-4316	186	6	h	h	PROPN
bcpe-4316	186	7	,	,	PUNCT
bcpe-4316	186	8	ramadhan	ramadhan	PROPN
bcpe-4316	186	9	r	r	NOUN
bcpe-4316	186	10	n	n	NOUN
bcpe-4316	186	11	,	,	PUNCT
bcpe-4316	186	12	amin	amin	NOUN
bcpe-4316	186	13	p	p	NOUN
bcpe-4316	186	14	r	r	NOUN
bcpe-4316	186	15	m.	m.	NOUN
bcpe-4316	186	16	twitter	twitter	NOUN
bcpe-4316	186	17	sentiment	sentiment	NOUN
bcpe-4316	186	18	analysis	analysis	NOUN
bcpe-4316	186	19	on	on	ADP
bcpe-4316	186	20	worldwide	worldwide	ADJ
bcpe-4316	186	21	covid-19	covid-19	PROPN
bcpe-4316	186	22	outbreaks	outbreak	NOUN
bcpe-4316	186	23	.	.	PUNCT
bcpe-4316	187	1	kurdistan	kurdistan	PROPN
bcpe-4316	187	2	journal	journal	PROPN
bcpe-4316	187	3	of	of	ADP
bcpe-4316	187	4	applied	apply	VERB
bcpe-4316	187	5	research	research	NOUN
bcpe-4316	187	6	,	,	PUNCT
bcpe-4316	187	7	2020	2020	NUM
bcpe-4316	187	8	:	:	PUNCT
bcpe-4316	188	1	54	54	NUM
bcpe-4316	188	2	-	-	SYM
bcpe-4316	188	3	65	65	NUM
bcpe-4316	188	4	.	.	PUNCT
bcpe-4316	189	1	[	[	X
bcpe-4316	189	2	5	5	NUM
bcpe-4316	189	3	]	]	X
bcpe-4316	189	4	guo	guo	PROPN
bcpe-4316	189	5	s	s	PROPN
bcpe-4316	189	6	,	,	PUNCT
bcpe-4316	189	7	fang	fang	PROPN
bcpe-4316	189	8	f	f	PROPN
bcpe-4316	189	9	,	,	PUNCT
bcpe-4316	189	10	zhou	zhou	PROPN
bcpe-4316	189	11	t	t	PROPN
bcpe-4316	189	12	,	,	PUNCT
bcpe-4316	189	13	et	et	PROPN
bcpe-4316	189	14	al	al	PROPN
bcpe-4316	189	15	.	.	PUNCT
bcpe-4316	189	16	improving	improve	VERB
bcpe-4316	189	17	google	google	PROPN
bcpe-4316	189	18	flu	flu	NOUN
bcpe-4316	189	19	trends	trend	NOUN
bcpe-4316	189	20	for	for	ADP
bcpe-4316	189	21	covid-19	covid-19	PROPN
bcpe-4316	189	22	estimates	estimate	NOUN
bcpe-4316	189	23	using	use	VERB
bcpe-4316	189	24	weibo	weibo	NOUN
bcpe-4316	189	25	posts	post	NOUN
bcpe-4316	189	26	.	.	PUNCT
bcpe-4316	190	1	data	datum	NOUN
bcpe-4316	190	2	science	science	NOUN
bcpe-4316	190	3	and	and	CCONJ
bcpe-4316	190	4	management	management	NOUN
bcpe-4316	190	5	,	,	PUNCT
bcpe-4316	190	6	2021	2021	NUM
bcpe-4316	190	7	,	,	PUNCT
bcpe-4316	190	8	3	3	NUM
bcpe-4316	190	9	:	:	SYM
bcpe-4316	190	10	13	13	NUM
bcpe-4316	190	11	-	-	SYM
bcpe-4316	190	12	21	21	NUM
bcpe-4316	190	13	.	.	PUNCT
bcpe-4316	191	1	[	[	X
bcpe-4316	191	2	6	6	NUM
bcpe-4316	191	3	]	]	PUNCT
bcpe-4316	191	4	nulty	nulty	PROPN
bcpe-4316	191	5	p	p	X
bcpe-4316	191	6	,	,	PUNCT
bcpe-4316	191	7	theocharis	theocharis	PROPN
bcpe-4316	191	8	y	y	PROPN
bcpe-4316	191	9	,	,	PUNCT
bcpe-4316	191	10	popa	popa	PROPN
bcpe-4316	191	11	s	s	PROPN
bcpe-4316	191	12	a	a	PRON
bcpe-4316	191	13	,	,	PUNCT
bcpe-4316	191	14	et	et	PROPN
bcpe-4316	191	15	al	al	PROPN
bcpe-4316	191	16	.	.	PUNCT
bcpe-4316	191	17	social	social	ADJ
bcpe-4316	191	18	media	medium	NOUN
bcpe-4316	191	19	and	and	CCONJ
bcpe-4316	191	20	political	political	ADJ
bcpe-4316	191	21	communication	communication	NOUN
bcpe-4316	191	22	in	in	ADP
bcpe-4316	191	23	the	the	DET
bcpe-4316	191	24	2014	2014	NUM
bcpe-4316	191	25	elections	election	NOUN
bcpe-4316	191	26	to	to	ADP
bcpe-4316	191	27	the	the	DET
bcpe-4316	191	28	european	european	ADJ
bcpe-4316	191	29	parliament	parliament	PROPN
bcpe-4316	191	30	.	.	PUNCT
bcpe-4316	192	1	electoral	electoral	ADJ
bcpe-4316	192	2	studies	study	NOUN
bcpe-4316	192	3	,	,	PUNCT
bcpe-4316	192	4	2016	2016	NUM
bcpe-4316	192	5	,	,	PUNCT
bcpe-4316	192	6	44	44	NUM
bcpe-4316	192	7	:	:	SYM
bcpe-4316	192	8	429	429	NUM
bcpe-4316	192	9	-	-	SYM
bcpe-4316	192	10	444	444	NUM
bcpe-4316	192	11	.	.	PUNCT
bcpe-4316	193	1	[	[	X
bcpe-4316	193	2	7	7	X
bcpe-4316	193	3	]	]	X
bcpe-4316	193	4	haman	haman	NOUN
bcpe-4316	193	5	m.	m.	NOUN
bcpe-4316	193	6	the	the	DET
bcpe-4316	193	7	use	use	NOUN
bcpe-4316	193	8	of	of	ADP
bcpe-4316	193	9	twitter	twitter	NOUN
bcpe-4316	193	10	by	by	ADP
bcpe-4316	193	11	state	state	NOUN
bcpe-4316	193	12	leaders	leader	NOUN
bcpe-4316	193	13	and	and	CCONJ
bcpe-4316	193	14	its	its	PRON
bcpe-4316	193	15	impact	impact	NOUN
bcpe-4316	193	16	on	on	ADP
bcpe-4316	193	17	the	the	DET
bcpe-4316	193	18	public	public	NOUN
bcpe-4316	193	19	during	during	ADP
bcpe-4316	193	20	the	the	DET
bcpe-4316	193	21	covid-19	covid-19	PROPN
bcpe-4316	193	22	pandemic	pandemic	NOUN
bcpe-4316	193	23	.	.	PUNCT
bcpe-4316	193	24	heliyon	heliyon	NOUN
bcpe-4316	193	25	,	,	PUNCT
bcpe-4316	193	26	2020	2020	NUM
bcpe-4316	193	27	,	,	PUNCT
bcpe-4316	193	28	6(11	6(11	NUM
bcpe-4316	193	29	):	):	PUNCT
bcpe-4316	193	30	e05540	e05540	PROPN
bcpe-4316	193	31	.	.	PUNCT
bcpe-4316	194	1	[	[	X
bcpe-4316	194	2	8	8	NUM
bcpe-4316	194	3	]	]	X
bcpe-4316	194	4	kaya	kaya	PROPN
bcpe-4316	194	5	t.	t.	PROPN
bcpe-4316	194	6	the	the	DET
bcpe-4316	194	7	changes	change	NOUN
bcpe-4316	194	8	in	in	ADP
bcpe-4316	194	9	the	the	DET
bcpe-4316	194	10	effects	effect	NOUN
bcpe-4316	194	11	of	of	ADP
bcpe-4316	194	12	social	social	ADJ
bcpe-4316	194	13	media	medium	NOUN
bcpe-4316	194	14	use	use	NOUN
bcpe-4316	194	15	of	of	ADP
bcpe-4316	194	16	cypriots	cypriot	NOUN
bcpe-4316	194	17	due	due	ADP
bcpe-4316	194	18	to	to	ADP
bcpe-4316	194	19	covid-19	covid-19	PROPN
bcpe-4316	194	20	pandemic	pandemic	ADJ
bcpe-4316	194	21	.	.	PUNCT
bcpe-4316	194	22	technology	technology	NOUN
bcpe-4316	194	23	in	in	ADP
bcpe-4316	194	24	society	society	NOUN
bcpe-4316	194	25	,	,	PUNCT
bcpe-4316	194	26	2020	2020	NUM
bcpe-4316	194	27	,	,	PUNCT
bcpe-4316	194	28	63	63	NUM
bcpe-4316	194	29	:	:	SYM
bcpe-4316	194	30	101380	101380	NUM
bcpe-4316	194	31	.	.	PUNCT
bcpe-4316	195	1	https://www.statista.com/statistics/260811/social-network-penetration-worldwide/	https://www.statista.com/statistics/260811/social-network-penetration-worldwide/	PROPN
bcpe-4316	195	2	bcp	bcp	VERB
bcpe-4316	195	3	education	education	PROPN
bcpe-4316	195	4	&	&	CCONJ
bcpe-4316	195	5	psychology	psychology	PROPN
bcpe-4316	195	6	cepc	cepc	PROPN
bcpe-4316	195	7	2022	2022	NUM
bcpe-4316	195	8	volume	volume	NOUN
bcpe-4316	195	9	8	8	NUM
bcpe-4316	195	10	(	(	PUNCT
bcpe-4316	195	11	2023	2023	NUM
bcpe-4316	195	12	)	)	PUNCT
bcpe-4316	195	13	200	200	NUM
bcpe-4316	195	14	[	[	SYM
bcpe-4316	195	15	9	9	NUM
bcpe-4316	195	16	]	]	SYM
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bcpe-4316	195	18	r	r	NOUN
bcpe-4316	195	19	r	r	NOUN
bcpe-4316	195	20	,	,	PUNCT
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bcpe-4316	195	22	k	k	PROPN
bcpe-4316	195	23	m	m	PROPN
bcpe-4316	195	24	,	,	PUNCT
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bcpe-4316	195	26	s	s	PROPN
bcpe-4316	195	27	a	a	PRON
bcpe-4316	195	28	,	,	PUNCT
bcpe-4316	195	29	et	et	PROPN
bcpe-4316	195	30	al	al	PROPN
bcpe-4316	195	31	.	.	PUNCT
bcpe-4316	196	1	a	a	DET
bcpe-4316	196	2	rise	rise	NOUN
bcpe-4316	196	3	in	in	ADP
bcpe-4316	196	4	social	social	ADJ
bcpe-4316	196	5	media	media	NOUN
bcpe-4316	196	6	utilization	utilization	NOUN
bcpe-4316	196	7	by	by	ADP
bcpe-4316	196	8	us	us	PROPN
bcpe-4316	196	9	neurology	neurology	NOUN
bcpe-4316	196	10	residency	residency	NOUN
bcpe-4316	196	11	programs	program	NOUN
bcpe-4316	196	12	in	in	ADP
bcpe-4316	196	13	the	the	DET
bcpe-4316	196	14	era	era	NOUN
bcpe-4316	196	15	of	of	ADP
bcpe-4316	196	16	covid-19	covid-19	PROPN
bcpe-4316	196	17	.	.	PUNCT
bcpe-4316	197	1	clinical	clinical	ADJ
bcpe-4316	197	2	neurology	neurology	NOUN
bcpe-4316	197	3	and	and	CCONJ
bcpe-4316	197	4	neurosurgery	neurosurgery	NOUN
bcpe-4316	197	5	,	,	PUNCT
bcpe-4316	197	6	2021	2021	NUM
bcpe-4316	197	7	,	,	PUNCT
bcpe-4316	197	8	207	207	NUM
bcpe-4316	197	9	:	:	PUNCT
bcpe-4316	197	10	106717	106717	NUM
bcpe-4316	197	11	.	.	PUNCT
bcpe-4316	198	1	[	[	X
bcpe-4316	198	2	10	10	NUM
bcpe-4316	198	3	]	]	X
bcpe-4316	198	4	wong	wong	PROPN
bcpe-4316	198	5	a	a	PROPN
bcpe-4316	198	6	,	,	PUNCT
bcpe-4316	198	7	ho	ho	PROPN
bcpe-4316	198	8	s	s	PROPN
bcpe-4316	198	9	,	,	PUNCT
bcpe-4316	198	10	olusanya	olusanya	ADJ
bcpe-4316	198	11	o	o	NOUN
bcpe-4316	198	12	,	,	PUNCT
bcpe-4316	198	13	et	et	PROPN
bcpe-4316	198	14	al	al	PROPN
bcpe-4316	198	15	.	.	PUNCT
bcpe-4316	199	1	the	the	DET
bcpe-4316	199	2	use	use	NOUN
bcpe-4316	199	3	of	of	ADP
bcpe-4316	199	4	social	social	ADJ
bcpe-4316	199	5	media	medium	NOUN
bcpe-4316	199	6	and	and	CCONJ
bcpe-4316	199	7	online	online	ADJ
bcpe-4316	199	8	communications	communication	NOUN
bcpe-4316	199	9	in	in	ADP
bcpe-4316	199	10	times	time	NOUN
bcpe-4316	199	11	of	of	ADP
bcpe-4316	199	12	pandemic	pandemic	ADJ
bcpe-4316	199	13	covid-19	covid-19	PROPN
bcpe-4316	199	14	.	.	PROPN
bcpe-4316	199	15	journal	journal	PROPN
bcpe-4316	199	16	of	of	ADP
bcpe-4316	199	17	the	the	DET
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bcpe-4316	199	19	care	care	NOUN
bcpe-4316	199	20	society	society	NOUN
bcpe-4316	199	21	,	,	PUNCT
bcpe-4316	199	22	2021	2021	NUM
bcpe-4316	199	23	,	,	PUNCT
bcpe-4316	199	24	22(3	22(3	NUM
bcpe-4316	199	25	):	):	PUNCT
bcpe-4316	199	26	255	255	NUM
bcpe-4316	199	27	-	-	SYM
bcpe-4316	199	28	260	260	NUM
bcpe-4316	199	29	.	.	PUNCT
bcpe-4316	200	1	[	[	X
bcpe-4316	200	2	11	11	NUM
bcpe-4316	200	3	]	]	X
bcpe-4316	200	4	sharif	sharif	PROPN
bcpe-4316	200	5	n	n	CCONJ
bcpe-4316	200	6	,	,	PUNCT
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bcpe-4316	200	8	r	r	NOUN
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bcpe-4316	200	10	,	,	PUNCT
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bcpe-4316	200	12	k	k	PROPN
bcpe-4316	200	13	j	j	PROPN
bcpe-4316	200	14	,	,	PUNCT
bcpe-4316	200	15	et	et	PROPN
bcpe-4316	200	16	al	al	PROPN
bcpe-4316	200	17	.	.	PUNCT
bcpe-4316	201	1	the	the	DET
bcpe-4316	201	2	positive	positive	ADJ
bcpe-4316	201	3	impact	impact	NOUN
bcpe-4316	201	4	of	of	ADP
bcpe-4316	201	5	social	social	ADJ
bcpe-4316	201	6	media	medium	NOUN
bcpe-4316	201	7	on	on	ADP
bcpe-4316	201	8	health	health	NOUN
bcpe-4316	201	9	behavior	behavior	NOUN
bcpe-4316	201	10	towards	towards	ADP
bcpe-4316	201	11	the	the	DET
bcpe-4316	201	12	covid-19	covid-19	PROPN
bcpe-4316	201	13	pandemic	pandemic	NOUN
bcpe-4316	201	14	in	in	ADP
bcpe-4316	201	15	bangladesh	bangladesh	NOUN
bcpe-4316	201	16	:	:	PUNCT
bcpe-4316	201	17	a	a	DET
bcpe-4316	201	18	web	web	NOUN
bcpe-4316	201	19	-	-	PUNCT
bcpe-4316	201	20	based	base	VERB
bcpe-4316	201	21	cross	cross	ADJ
bcpe-4316	201	22	-	-	ADJ
bcpe-4316	201	23	sectional	sectional	ADJ
bcpe-4316	201	24	study	study	NOUN
bcpe-4316	201	25	.	.	PUNCT
bcpe-4316	202	1	diabetes	diabetes	NOUN
bcpe-4316	202	2	&	&	CCONJ
bcpe-4316	202	3	metabolic	metabolic	PROPN
bcpe-4316	202	4	syndrome	syndrome	PROPN
bcpe-4316	202	5	:	:	PUNCT
bcpe-4316	202	6	clinical	clinical	ADJ
bcpe-4316	202	7	research	research	NOUN
bcpe-4316	202	8	&	&	CCONJ
bcpe-4316	202	9	reviews	review	NOUN
bcpe-4316	202	10	,	,	PUNCT
bcpe-4316	202	11	2021	2021	NUM
bcpe-4316	202	12	,	,	PUNCT
bcpe-4316	202	13	15(5	15(5	NUM
bcpe-4316	202	14	):	):	PUNCT
bcpe-4316	202	15	102206	102206	NUM
bcpe-4316	202	16	.	.	PUNCT
bcpe-4316	203	1	[	[	X
bcpe-4316	203	2	12	12	NUM
bcpe-4316	203	3	]	]	X
bcpe-4316	203	4	wang	wang	PROPN
bcpe-4316	203	5	y	y	PROPN
bcpe-4316	203	6	,	,	PUNCT
bcpe-4316	203	7	mckee	mckee	PROPN
bcpe-4316	203	8	m	m	PROPN
bcpe-4316	203	9	,	,	PUNCT
bcpe-4316	203	10	torbica	torbica	PROPN
bcpe-4316	203	11	a	a	PROPN
bcpe-4316	203	12	,	,	PUNCT
bcpe-4316	203	13	et	et	PROPN
bcpe-4316	203	14	al	al	PROPN
bcpe-4316	203	15	.	.	PUNCT
bcpe-4316	203	16	systematic	systematic	PROPN
bcpe-4316	203	17	literature	literature	PROPN
bcpe-4316	203	18	review	review	NOUN
bcpe-4316	203	19	on	on	ADP
bcpe-4316	203	20	the	the	DET
bcpe-4316	203	21	spread	spread	NOUN
bcpe-4316	203	22	of	of	ADP
bcpe-4316	203	23	health	health	NOUN
bcpe-4316	203	24	-	-	PUNCT
bcpe-4316	203	25	related	relate	VERB
bcpe-4316	203	26	misinformation	misinformation	NOUN
bcpe-4316	203	27	on	on	ADP
bcpe-4316	203	28	social	social	ADJ
bcpe-4316	203	29	media	medium	NOUN
bcpe-4316	203	30	.	.	PUNCT
bcpe-4316	204	1	social	social	ADJ
bcpe-4316	204	2	science	science	PROPN
bcpe-4316	204	3	&	&	CCONJ
bcpe-4316	204	4	medicine	medicine	NOUN
bcpe-4316	204	5	,	,	PUNCT
bcpe-4316	204	6	2019	2019	NUM
bcpe-4316	204	7	,	,	PUNCT
bcpe-4316	204	8	240	240	NUM
bcpe-4316	204	9	:	:	SYM
bcpe-4316	204	10	112552	112552	NUM
bcpe-4316	204	11	.	.	PUNCT
bcpe-4316	205	1	[	[	X
bcpe-4316	205	2	13	13	NUM
bcpe-4316	205	3	]	]	PUNCT
bcpe-4316	205	4	auxier	auxier	NOUN
bcpe-4316	205	5	b	b	PROPN
bcpe-4316	205	6	,	,	PUNCT
bcpe-4316	205	7	anderson	anderson	PROPN
bcpe-4316	205	8	m.	m.	PROPN
bcpe-4316	205	9	social	social	ADJ
bcpe-4316	205	10	media	medium	NOUN
bcpe-4316	205	11	use	use	NOUN
bcpe-4316	205	12	in	in	ADP
bcpe-4316	205	13	2021	2021	NUM
bcpe-4316	205	14	.	.	PUNCT
bcpe-4316	206	1	pew	pew	NOUN
bcpe-4316	206	2	research	research	NOUN
bcpe-4316	206	3	center	center	NOUN
bcpe-4316	206	4	,	,	PUNCT
bcpe-4316	206	5	2021	2021	NUM
bcpe-4316	206	6	,	,	PUNCT
bcpe-4316	206	7	1	1	NUM
bcpe-4316	206	8	:	:	SYM
bcpe-4316	206	9	1	1	NUM
bcpe-4316	206	10	-	-	SYM
bcpe-4316	206	11	4	4	NUM
bcpe-4316	206	12	.	.	PUNCT
bcpe-4316	207	1	[	[	X
bcpe-4316	207	2	14	14	NUM
bcpe-4316	207	3	]	]	X
bcpe-4316	207	4	elareshi	elareshi	PROPN
bcpe-4316	207	5	m	m	PROPN
bcpe-4316	207	6	,	,	PUNCT
bcpe-4316	207	7	habes	habe	VERB
bcpe-4316	207	8	m	m	PROPN
bcpe-4316	207	9	,	,	PUNCT
bcpe-4316	207	10	youssef	youssef	PROPN
bcpe-4316	207	11	e	e	PROPN
bcpe-4316	207	12	,	,	PUNCT
bcpe-4316	207	13	et	et	PROPN
bcpe-4316	207	14	al	al	PROPN
bcpe-4316	207	15	.	.	PROPN
bcpe-4316	207	16	sem	sem	PROPN
bcpe-4316	207	17	-	-	PUNCT
bcpe-4316	207	18	ann	ann	PROPN
bcpe-4316	207	19	-	-	PUNCT
bcpe-4316	207	20	based	base	VERB
bcpe-4316	207	21	approach	approach	NOUN
bcpe-4316	207	22	to	to	ADP
bcpe-4316	207	23	understanding	understand	VERB
bcpe-4316	207	24	students	student	NOUN
bcpe-4316	207	25	’	'	PUNCT
bcpe-4316	207	26	academicperformance	academicperformance	NOUN
bcpe-4316	207	27	adoption	adoption	NOUN
bcpe-4316	207	28	of	of	ADP
bcpe-4316	207	29	youtube	youtube	NOUN
bcpe-4316	207	30	for	for	ADP
bcpe-4316	207	31	learning	learn	VERB
bcpe-4316	207	32	during	during	ADP
bcpe-4316	207	33	covid	covid	PROPN
bcpe-4316	207	34	.	.	PROPN
bcpe-4316	207	35	heliyon	heliyon	PROPN
bcpe-4316	207	36	,	,	PUNCT
bcpe-4316	207	37	2022	2022	NUM
bcpe-4316	207	38	,	,	PUNCT
bcpe-4316	207	39	8(4	8(4	NUM
bcpe-4316	207	40	):	):	PUNCT
bcpe-4316	207	41	e09236	e09236	PROPN
bcpe-4316	207	42	.	.	PUNCT
bcpe-4316	208	1	[	[	X
bcpe-4316	208	2	15	15	NUM
bcpe-4316	208	3	]	]	X
bcpe-4316	208	4	richter	richter	PROPN
bcpe-4316	208	5	e	e	PROPN
bcpe-4316	208	6	,	,	PUNCT
bcpe-4316	208	7	carpenter	carpenter	PROPN
bcpe-4316	208	8	j	j	PROPN
bcpe-4316	208	9	p	p	PROPN
bcpe-4316	208	10	,	,	PUNCT
bcpe-4316	208	11	meyer	meyer	PROPN
bcpe-4316	208	12	a	a	PROPN
bcpe-4316	208	13	,	,	PUNCT
bcpe-4316	208	14	et	et	PROPN
bcpe-4316	208	15	al	al	PROPN
bcpe-4316	208	16	.	.	PROPN
bcpe-4316	208	17	instagram	instagram	PROPN
bcpe-4316	208	18	as	as	ADP
bcpe-4316	208	19	a	a	DET
bcpe-4316	208	20	platform	platform	NOUN
bcpe-4316	208	21	for	for	ADP
bcpe-4316	208	22	teacher	teacher	NOUN
bcpe-4316	208	23	collaboration	collaboration	NOUN
bcpe-4316	208	24	and	and	CCONJ
bcpe-4316	208	25	digital	digital	ADJ
bcpe-4316	208	26	social	social	ADJ
bcpe-4316	208	27	support	support	NOUN
bcpe-4316	208	28	.	.	PUNCT
bcpe-4316	209	1	2022	2022	NUM
bcpe-4316	209	2	.	.	PUNCT
bcpe-4316	210	1	[	[	X
bcpe-4316	210	2	16	16	NUM
bcpe-4316	210	3	]	]	X
bcpe-4316	210	4	kauffman	kauffman	PROPN
bcpe-4316	210	5	l	l	PROPN
bcpe-4316	210	6	,	,	PUNCT
bcpe-4316	210	7	weisberg	weisberg	PROPN
bcpe-4316	210	8	e	e	PROPN
bcpe-4316	210	9	m	m	PROPN
bcpe-4316	210	10	,	,	PUNCT
bcpe-4316	210	11	fishman	fishman	PROPN
bcpe-4316	210	12	e	e	PROPN
bcpe-4316	210	13	k.	k.	PROPN
bcpe-4316	210	14	using	use	VERB
bcpe-4316	210	15	facebook	facebook	PROPN
bcpe-4316	210	16	live	live	ADV
bcpe-4316	210	17	and	and	CCONJ
bcpe-4316	210	18	zoom	zoom	VERB
bcpe-4316	210	19	as	as	ADP
bcpe-4316	210	20	tools	tool	NOUN
bcpe-4316	210	21	for	for	ADP
bcpe-4316	210	22	online	online	ADJ
bcpe-4316	210	23	radiology	radiology	NOUN
bcpe-4316	210	24	education	education	NOUN
bcpe-4316	210	25	:	:	PUNCT
bcpe-4316	210	26	a	a	DET
bcpe-4316	210	27	practical	practical	ADJ
bcpe-4316	210	28	guide	guide	NOUN
bcpe-4316	210	29	.	.	PUNCT
bcpe-4316	211	1	current	current	ADJ
bcpe-4316	211	2	problems	problem	NOUN
bcpe-4316	211	3	in	in	ADP
bcpe-4316	211	4	diagnostic	diagnostic	ADJ
bcpe-4316	211	5	radiology	radiology	NOUN
bcpe-4316	211	6	,	,	PUNCT
bcpe-4316	211	7	2022	2022	NUM
bcpe-4316	211	8	.	.	PUNCT
bcpe-4316	212	1	[	[	X
bcpe-4316	212	2	17	17	NUM
bcpe-4316	212	3	]	]	X
bcpe-4316	212	4	statista	statista	PROPN
bcpe-4316	212	5	research	research	PROPN
bcpe-4316	212	6	department	department	PROPN
bcpe-4316	212	7	.	.	PUNCT
bcpe-4316	213	1	social	social	ADJ
bcpe-4316	213	2	media	medium	NOUN
bcpe-4316	213	3	ads	ad	NOUN
bcpe-4316	213	4	cpm	cpm	PROPN
bcpe-4316	213	5	worldwide	worldwide	ADV
bcpe-4316	213	6	2020	2020	NUM
bcpe-4316	213	7	-	-	SYM
bcpe-4316	213	8	2021	2021	NUM
bcpe-4316	213	9	.	.	PUNCT
bcpe-4316	214	1	(	(	PUNCT
bcpe-4316	214	2	2021	2021	NUM
bcpe-4316	214	3	-	-	SYM
bcpe-4316	214	4	10	10	NUM
bcpe-4316	214	5	-	-	PUNCT
bcpe-4316	214	6	27)[2022	27)[2022	NUM
bcpe-4316	214	7	-	-	PUNCT
bcpe-4316	214	8	9	9	NUM
bcpe-4316	214	9	-	-	SYM
bcpe-4316	214	10	5	5	NUM
bcpe-4316	214	11	]	]	PUNCT
bcpe-4316	214	12	.	.	PUNCT
bcpe-4316	215	1	https://www.statista.com/statistics/873631/social-media-advertising-cpm/.	https://www.statista.com/statistics/873631/social-media-advertising-cpm/.	PROPN
bcpe-4316	215	2	[	[	X
bcpe-4316	215	3	18	18	NUM
bcpe-4316	215	4	]	]	X
bcpe-4316	215	5	nike	nike	PROPN
bcpe-4316	215	6	,	,	PUNCT
bcpe-4316	215	7	inc	inc	PROPN
bcpe-4316	215	8	.	.	PROPN
bcpe-4316	216	1	covid-19	covid-19	PROPN
bcpe-4316	216	2	response	response	NOUN
bcpe-4316	216	3	efforts	effort	NOUN
bcpe-4316	216	4	.	.	PUNCT
bcpe-4316	217	1	(	(	PUNCT
bcpe-4316	217	2	2021	2021	NUM
bcpe-4316	217	3	-	-	SYM
bcpe-4316	217	4	5	5	NUM
bcpe-4316	217	5	-	-	SYM
bcpe-4316	217	6	14	14	NUM
bcpe-4316	217	7	)	)	PUNCT
bcpe-4316	218	1	[	[	X
bcpe-4316	218	2	2022	2022	NUM
bcpe-4316	218	3	-	-	SYM
bcpe-4316	218	4	9	9	NUM
bcpe-4316	218	5	-	-	SYM
bcpe-4316	218	6	5	5	NUM
bcpe-4316	218	7	]	]	PUNCT
bcpe-4316	218	8	.	.	PUNCT
bcpe-4316	219	1	https://about.nike.com/en/newsroom/statements/covid-19-response-efforts	https://about.nike.com/en/newsroom/statements/covid-19-response-effort	NOUN
bcpe-4316	219	2	.	.	PUNCT
bcpe-4316	220	1	[	[	X
bcpe-4316	220	2	19	19	NUM
bcpe-4316	220	3	]	]	X
bcpe-4316	220	4	cnn	cnn	PROPN
bcpe-4316	220	5	.	.	PUNCT
bcpe-4316	221	1	elon	elon	PROPN
bcpe-4316	221	2	musk	musk	PROPN
bcpe-4316	221	3	's	's	PART
bcpe-4316	221	4	bumpy	bumpy	ADJ
bcpe-4316	221	5	road	road	NOUN
bcpe-4316	221	6	to	to	PART
bcpe-4316	221	7	possibly	possibly	ADV
bcpe-4316	221	8	owning	own	VERB
bcpe-4316	221	9	twitter	twitter	NOUN
bcpe-4316	221	10	:	:	PUNCT
bcpe-4316	221	11	a	a	DET
bcpe-4316	221	12	timeline	timeline	NOUN
bcpe-4316	221	13	.	.	PUNCT
bcpe-4316	222	1	(	(	PUNCT
bcpe-4316	222	2	2022	2022	NUM
bcpe-4316	222	3	-	-	SYM
bcpe-4316	222	4	8	8	NUM
bcpe-4316	222	5	-	-	PUNCT
bcpe-4316	222	6	19)[2022	19)[2022	NUM
bcpe-4316	222	7	-	-	PUNCT
bcpe-4316	222	8	9	9	NUM
bcpe-4316	222	9	-	-	SYM
bcpe-4316	222	10	6	6	NUM
bcpe-4316	222	11	]	]	PUNCT
bcpe-4316	222	12	.	.	PUNCT
bcpe-4316	223	1	https://edition.cnn.com/2022/05/17/tech/twitter-elon-musk-timeline/index.html	https://edition.cnn.com/2022/05/17/tech/twitter-elon-musk-timeline/index.html	PROPN
bcpe-4316	223	2	.	.	PUNCT
bcpe-4316	224	1	[	[	X
bcpe-4316	224	2	20	20	NUM
bcpe-4316	224	3	]	]	X
bcpe-4316	224	4	qin	qin	PROPN
bcpe-4316	224	5	d.	d.	PROPN
bcpe-4316	224	6	rise	rise	VERB
bcpe-4316	224	7	of	of	ADP
bcpe-4316	224	8	var	var	NOUN
bcpe-4316	224	9	modelling	modelling	NOUN
bcpe-4316	224	10	approach	approach	NOUN
bcpe-4316	224	11	.	.	PUNCT
bcpe-4316	225	1	journal	journal	NOUN
bcpe-4316	225	2	of	of	ADP
bcpe-4316	225	3	economic	economic	ADJ
bcpe-4316	225	4	surveys	survey	NOUN
bcpe-4316	225	5	,	,	PUNCT
bcpe-4316	225	6	2011	2011	NUM
bcpe-4316	225	7	,	,	PUNCT
bcpe-4316	225	8	25(1	25(1	NUM
bcpe-4316	225	9	):	):	PUNCT
bcpe-4316	225	10	156	156	NUM
bcpe-4316	225	11	-	-	SYM
bcpe-4316	225	12	174	174	NUM
bcpe-4316	225	13	.	.	PUNCT
bcpe-4316	226	1	[	[	X
bcpe-4316	226	2	21	21	NUM
bcpe-4316	226	3	]	]	X
bcpe-4316	226	4	mann	mann	PROPN
bcpe-4316	226	5	h	h	PROPN
bcpe-4316	226	6	b	b	PROPN
bcpe-4316	226	7	,	,	PUNCT
bcpe-4316	226	8	wald	wald	X
bcpe-4316	226	9	a.	a.	NOUN
bcpe-4316	226	10	on	on	ADP
bcpe-4316	226	11	the	the	DET
bcpe-4316	226	12	statistical	statistical	ADJ
bcpe-4316	226	13	treatment	treatment	NOUN
bcpe-4316	226	14	of	of	ADP
bcpe-4316	226	15	linear	linear	ADJ
bcpe-4316	226	16	stochastic	stochastic	ADJ
bcpe-4316	226	17	difference	difference	NOUN
bcpe-4316	226	18	equations	equation	NOUN
bcpe-4316	226	19	.	.	PUNCT
bcpe-4316	227	1	econometrica	econometrica	PROPN
bcpe-4316	227	2	,	,	PUNCT
bcpe-4316	227	3	journal	journal	NOUN
bcpe-4316	227	4	of	of	ADP
bcpe-4316	227	5	the	the	DET
bcpe-4316	227	6	econometric	econometric	ADJ
bcpe-4316	227	7	society	society	NOUN
bcpe-4316	227	8	,	,	PUNCT
bcpe-4316	227	9	1943	1943	NUM
bcpe-4316	227	10	:	:	PUNCT
bcpe-4316	227	11	173	173	NUM
bcpe-4316	227	12	-	-	SYM
bcpe-4316	227	13	220	220	NUM
bcpe-4316	227	14	.	.	PUNCT
bcpe-4316	228	1	[	[	X
bcpe-4316	228	2	22	22	NUM
bcpe-4316	228	3	]	]	PUNCT
bcpe-4316	228	4	orcutt	orcutt	PROPN
bcpe-4316	228	5	g	g	PROPN
bcpe-4316	228	6	h	h	PROPN
bcpe-4316	228	7	,	,	PUNCT
bcpe-4316	229	1	irwin	irwin	PROPN
bcpe-4316	229	2	j	j	PROPN
bcpe-4316	229	3	o.	o.	PROPN
bcpe-4316	229	4	a	a	DET
bcpe-4316	229	5	study	study	NOUN
bcpe-4316	229	6	of	of	ADP
bcpe-4316	229	7	the	the	DET
bcpe-4316	229	8	autoregressive	autoregressive	ADJ
bcpe-4316	229	9	nature	nature	NOUN
bcpe-4316	229	10	of	of	ADP
bcpe-4316	229	11	the	the	DET
bcpe-4316	229	12	time	time	NOUN
bcpe-4316	229	13	series	series	NOUN
bcpe-4316	229	14	used	use	VERB
bcpe-4316	229	15	for	for	ADP
bcpe-4316	229	16	tinbergen	tinbergen	NOUN
bcpe-4316	229	17	's	's	PART
bcpe-4316	229	18	model	model	NOUN
bcpe-4316	229	19	of	of	ADP
bcpe-4316	229	20	the	the	DET
bcpe-4316	229	21	economic	economic	ADJ
bcpe-4316	229	22	system	system	NOUN
bcpe-4316	229	23	of	of	ADP
bcpe-4316	229	24	the	the	DET
bcpe-4316	229	25	united	united	PROPN
bcpe-4316	229	26	states	states	PROPN
bcpe-4316	229	27	,	,	PUNCT
bcpe-4316	229	28	1919	1919	NUM
bcpe-4316	229	29	-	-	SYM
bcpe-4316	229	30	1932	1932	NUM
bcpe-4316	229	31	.	.	PUNCT
bcpe-4316	230	1	journal	journal	NOUN
bcpe-4316	230	2	of	of	ADP
bcpe-4316	230	3	the	the	DET
bcpe-4316	230	4	royal	royal	ADJ
bcpe-4316	230	5	statistical	statistical	ADJ
bcpe-4316	230	6	society	society	NOUN
bcpe-4316	230	7	.	.	PUNCT
bcpe-4316	231	1	series	series	PROPN
bcpe-4316	231	2	b	b	PROPN
bcpe-4316	231	3	(	(	PUNCT
bcpe-4316	231	4	methodological	methodological	ADJ
bcpe-4316	231	5	)	)	PUNCT
bcpe-4316	231	6	,	,	PUNCT
bcpe-4316	231	7	1948	1948	NUM
bcpe-4316	231	8	,	,	PUNCT
bcpe-4316	231	9	10(1	10(1	NUM
bcpe-4316	231	10	):	):	PUNCT
bcpe-4316	231	11	1	1	NUM
bcpe-4316	231	12	-	-	SYM
bcpe-4316	231	13	53	53	NUM
bcpe-4316	231	14	.	.	PUNCT
bcpe-4316	232	1	[	[	X
bcpe-4316	232	2	23	23	NUM
bcpe-4316	232	3	]	]	PUNCT
bcpe-4316	232	4	sims	sim	NOUN
bcpe-4316	232	5	c	c	NOUN
bcpe-4316	232	6	a.	a.	NOUN
bcpe-4316	232	7	the	the	DET
bcpe-4316	232	8	role	role	NOUN
bcpe-4316	232	9	of	of	ADP
bcpe-4316	232	10	approximate	approximate	ADJ
bcpe-4316	232	11	prior	prior	ADJ
bcpe-4316	232	12	restrictions	restriction	NOUN
bcpe-4316	232	13	in	in	ADP
bcpe-4316	232	14	distributed	distribute	VERB
bcpe-4316	232	15	lag	lag	NOUN
bcpe-4316	232	16	estimation	estimation	NOUN
bcpe-4316	232	17	.	.	PUNCT
bcpe-4316	233	1	journal	journal	NOUN
bcpe-4316	233	2	of	of	ADP
bcpe-4316	233	3	the	the	DET
bcpe-4316	233	4	american	american	PROPN
bcpe-4316	233	5	statistical	statistical	PROPN
bcpe-4316	233	6	association	association	NOUN
bcpe-4316	233	7	,	,	PUNCT
bcpe-4316	233	8	1972	1972	NUM
bcpe-4316	233	9	,	,	PUNCT
bcpe-4316	233	10	67(337	67(337	NUM
bcpe-4316	233	11	):	):	PUNCT
bcpe-4316	233	12	169	169	NUM
bcpe-4316	233	13	-	-	SYM
bcpe-4316	233	14	175	175	NUM
bcpe-4316	233	15	.	.	PUNCT
bcpe-4316	234	1	[	[	X
bcpe-4316	234	2	24	24	NUM
bcpe-4316	234	3	]	]	PUNCT
bcpe-4316	234	4	sims	sim	NOUN
bcpe-4316	234	5	,	,	PUNCT
bcpe-4316	234	6	c.	c.	PROPN
bcpe-4316	234	7	a.	a.	NOUN
bcpe-4316	234	8	macroeconomics	macroeconomic	NOUN
bcpe-4316	234	9	and	and	CCONJ
bcpe-4316	234	10	reality	reality	NOUN
bcpe-4316	234	11	.	.	PUNCT
bcpe-4316	235	1	econometrica	econometrica	PROPN
bcpe-4316	235	2	,	,	PUNCT
bcpe-4316	235	3	1980	1980	NUM
bcpe-4316	235	4	,	,	PUNCT
bcpe-4316	235	5	48(1	48(1	NOUN
bcpe-4316	235	6	)	)	PUNCT
bcpe-4316	235	7	,	,	PUNCT
bcpe-4316	235	8	1	1	X
bcpe-4316	235	9	.	.	PUNCT
bcpe-4316	236	1	[	[	X
bcpe-4316	236	2	25	25	NUM
bcpe-4316	236	3	]	]	PUNCT
bcpe-4316	236	4	sims	sim	NOUN
bcpe-4316	236	5	c	c	NOUN
bcpe-4316	236	6	a.	a.	NOUN
bcpe-4316	236	7	empirical	empirical	ADJ
bcpe-4316	236	8	analysis	analysis	NOUN
bcpe-4316	236	9	of	of	ADP
bcpe-4316	236	10	macroeconomic	macroeconomic	ADJ
bcpe-4316	236	11	time	time	NOUN
bcpe-4316	236	12	series	series	NOUN
bcpe-4316	236	13	:	:	PUNCT
bcpe-4316	236	14	var	var	NOUN
bcpe-4316	236	15	and	and	CCONJ
bcpe-4316	236	16	structural	structural	ADJ
bcpe-4316	236	17	models	model	NOUN
bcpe-4316	236	18	:	:	PUNCT
bcpe-4316	236	19	by	by	ADP
bcpe-4316	236	20	michael	michael	PROPN
bcpe-4316	236	21	p.	p.	PROPN
bcpe-4316	236	22	clements	clements	PROPN
bcpe-4316	236	23	and	and	CCONJ
bcpe-4316	236	24	grayham	grayham	PROPN
bcpe-4316	236	25	e.	e.	PROPN
bcpe-4316	236	26	mizon	mizon	PROPN
bcpe-4316	236	27	.	.	PUNCT
bcpe-4316	237	1	european	european	PROPN
bcpe-4316	237	2	economic	economic	PROPN
bcpe-4316	237	3	review	review	PROPN
bcpe-4316	237	4	,	,	PUNCT
bcpe-4316	237	5	1991	1991	NUM
bcpe-4316	237	6	,	,	PUNCT
bcpe-4316	237	7	35(4	35(4	NUM
bcpe-4316	237	8	):	):	PUNCT
bcpe-4316	237	9	922	922	NUM
bcpe-4316	237	10	-	-	SYM
bcpe-4316	237	11	932	932	NUM
bcpe-4316	237	12	.	.	PUNCT
bcpe-4316	238	1	[	[	X
bcpe-4316	238	2	26	26	NUM
bcpe-4316	238	3	]	]	X
bcpe-4316	238	4	freeman	freeman	PROPN
bcpe-4316	238	5	j	j	PROPN
bcpe-4316	238	6	r	r	PROPN
bcpe-4316	238	7	,	,	PUNCT
bcpe-4316	238	8	williams	williams	PROPN
bcpe-4316	238	9	j	j	PROPN
bcpe-4316	238	10	t	t	PROPN
bcpe-4316	238	11	,	,	PUNCT
bcpe-4316	238	12	lin	lin	PROPN
bcpe-4316	238	13	t.	t.	PROPN
bcpe-4316	238	14	vector	vector	PROPN
bcpe-4316	238	15	autoregression	autoregression	NOUN
bcpe-4316	238	16	and	and	CCONJ
bcpe-4316	238	17	the	the	DET
bcpe-4316	238	18	study	study	NOUN
bcpe-4316	238	19	of	of	ADP
bcpe-4316	238	20	politics	politic	NOUN
bcpe-4316	238	21	.	.	PUNCT
bcpe-4316	239	1	american	american	ADJ
bcpe-4316	239	2	journal	journal	PROPN
bcpe-4316	239	3	of	of	ADP
bcpe-4316	239	4	political	political	ADJ
bcpe-4316	239	5	science	science	NOUN
bcpe-4316	239	6	,	,	PUNCT
bcpe-4316	239	7	1989	1989	NUM
bcpe-4316	239	8	:	:	PUNCT
bcpe-4316	239	9	842	842	NUM
bcpe-4316	239	10	-	-	SYM
bcpe-4316	239	11	877	877	NUM
bcpe-4316	239	12	.	.	PUNCT
bcpe-4316	240	1	[	[	X
bcpe-4316	240	2	27	27	NUM
bcpe-4316	240	3	]	]	X
bcpe-4316	240	4	engle	engle	PROPN
bcpe-4316	240	5	r.	r.	PROPN
bcpe-4316	240	6	garch	garch	PROPN
bcpe-4316	240	7	101	101	NUM
bcpe-4316	240	8	:	:	PUNCT
bcpe-4316	240	9	the	the	DET
bcpe-4316	240	10	use	use	NOUN
bcpe-4316	240	11	of	of	ADP
bcpe-4316	240	12	arch	arch	ADJ
bcpe-4316	240	13	/	/	SYM
bcpe-4316	240	14	garch	garch	NOUN
bcpe-4316	240	15	models	model	NOUN
bcpe-4316	240	16	in	in	ADP
bcpe-4316	240	17	applied	applied	ADJ
bcpe-4316	240	18	econometrics	econometric	NOUN
bcpe-4316	240	19	.	.	PUNCT
bcpe-4316	241	1	journal	journal	NOUN
bcpe-4316	241	2	of	of	ADP
bcpe-4316	241	3	economic	economic	ADJ
bcpe-4316	241	4	perspectives	perspective	NOUN
bcpe-4316	241	5	,	,	PUNCT
bcpe-4316	241	6	2001	2001	NUM
bcpe-4316	241	7	,	,	PUNCT
bcpe-4316	241	8	15(4	15(4	NUM
bcpe-4316	241	9	):	):	PUNCT
bcpe-4316	241	10	157	157	NUM
bcpe-4316	241	11	-	-	SYM
bcpe-4316	241	12	168	168	NUM
bcpe-4316	241	13	.	.	PUNCT
bcpe-4316	242	1	[	[	X
bcpe-4316	242	2	28	28	NUM
bcpe-4316	242	3	]	]	X
bcpe-4316	242	4	hill	hill	NOUN
bcpe-4316	242	5	r	r	NOUN
bcpe-4316	242	6	c	c	PROPN
bcpe-4316	242	7	,	,	PUNCT
bcpe-4316	242	8	griffiths	griffiths	PROPN
bcpe-4316	242	9	w	w	PROPN
bcpe-4316	242	10	e	e	PROPN
bcpe-4316	242	11	,	,	PUNCT
bcpe-4316	242	12	lim	lim	PROPN
bcpe-4316	242	13	g	g	PROPN
bcpe-4316	242	14	c.	c.	PROPN
bcpe-4316	242	15	principles	principle	NOUN
bcpe-4316	242	16	of	of	ADP
bcpe-4316	242	17	econometrics	econometric	NOUN
bcpe-4316	242	18	.	.	PUNCT
bcpe-4316	243	1	john	john	PROPN
bcpe-4316	243	2	wiley	wiley	PROPN
bcpe-4316	243	3	&	&	CCONJ
bcpe-4316	243	4	sons	son	NOUN
bcpe-4316	243	5	,	,	PUNCT
bcpe-4316	243	6	2018	2018	NUM
bcpe-4316	243	7	.	.	PUNCT
bcpe-4316	244	1	[	[	X
bcpe-4316	244	2	29	29	NUM
bcpe-4316	244	3	]	]	X
bcpe-4316	244	4	ghani	ghani	PROPN
bcpe-4316	245	1	i	i	PRON
bcpe-4316	245	2	m	m	VERB
bcpe-4316	245	3	m	m	PROPN
bcpe-4316	245	4	,	,	PUNCT
bcpe-4316	245	5	rahim	rahim	PROPN
bcpe-4316	245	6	h	h	NOUN
bcpe-4316	245	7	a.	a.	NOUN
bcpe-4316	245	8	modeling	modeling	NOUN
bcpe-4316	245	9	and	and	CCONJ
bcpe-4316	245	10	forecasting	forecasting	NOUN
bcpe-4316	245	11	of	of	ADP
bcpe-4316	245	12	volatility	volatility	NOUN
bcpe-4316	245	13	using	use	VERB
bcpe-4316	245	14	arma	arma	NOUN
bcpe-4316	245	15	-	-	PUNCT
bcpe-4316	245	16	garch	garch	NOUN
bcpe-4316	245	17	:	:	PUNCT
bcpe-4316	245	18	case	case	NOUN
bcpe-4316	245	19	study	study	NOUN
bcpe-4316	245	20	on	on	ADP
bcpe-4316	245	21	malaysia	malaysia	PROPN
bcpe-4316	245	22	natural	natural	ADJ
bcpe-4316	245	23	rubber	rubber	NOUN
bcpe-4316	245	24	prices	price	NOUN
bcpe-4316	245	25	.	.	PUNCT
bcpe-4316	246	1	iop	iop	PROPN
bcpe-4316	246	2	conference	conference	PROPN
bcpe-4316	246	3	series	series	PROPN
bcpe-4316	246	4	:	:	PUNCT
bcpe-4316	246	5	materials	material	NOUN
bcpe-4316	246	6	science	science	NOUN
bcpe-4316	246	7	and	and	CCONJ
bcpe-4316	246	8	engineering	engineering	NOUN
bcpe-4316	246	9	.	.	PUNCT
bcpe-4316	247	1	iop	iop	PROPN
bcpe-4316	247	2	publishing	publishing	NOUN
bcpe-4316	247	3	,	,	PUNCT
bcpe-4316	247	4	2019	2019	NUM
bcpe-4316	247	5	,	,	PUNCT
bcpe-4316	247	6	548(1	548(1	NUM
bcpe-4316	247	7	):	):	PUNCT
bcpe-4316	247	8	012023	012023	NUM
bcpe-4316	247	9	.	.	PUNCT
bcpe-4316	248	1	[	[	X
bcpe-4316	248	2	30	30	NUM
bcpe-4316	248	3	]	]	X
bcpe-4316	248	4	koop	koop	PROPN
bcpe-4316	248	5	g	g	PROPN
bcpe-4316	248	6	,	,	PUNCT
bcpe-4316	248	7	pesaran	pesaran	NOUN
bcpe-4316	248	8	m	m	PROPN
bcpe-4316	248	9	h	h	NOUN
bcpe-4316	248	10	,	,	PUNCT
bcpe-4316	248	11	potter	potter	PROPN
bcpe-4316	248	12	s	s	PART
bcpe-4316	248	13	m.	m.	NOUN
bcpe-4316	248	14	impulse	impulse	ADJ
bcpe-4316	248	15	response	response	NOUN
bcpe-4316	248	16	analysis	analysis	NOUN
bcpe-4316	248	17	in	in	ADP
bcpe-4316	248	18	nonlinear	nonlinear	ADJ
bcpe-4316	248	19	multivariate	multivariate	NOUN
bcpe-4316	248	20	models	model	NOUN
bcpe-4316	248	21	.	.	PUNCT
bcpe-4316	249	1	journal	journal	NOUN
bcpe-4316	249	2	of	of	ADP
bcpe-4316	249	3	econometrics	econometric	NOUN
bcpe-4316	249	4	,	,	PUNCT
bcpe-4316	249	5	1996	1996	NUM
bcpe-4316	249	6	,	,	PUNCT
bcpe-4316	249	7	74(1	74(1	NOUN
bcpe-4316	249	8	):	):	PUNCT
bcpe-4316	249	9	119	119	NUM
bcpe-4316	249	10	-	-	SYM
bcpe-4316	249	11	147	147	NUM
bcpe-4316	249	12	.	.	PUNCT
bcpe-4316	250	1	[	[	X
bcpe-4316	250	2	31	31	NUM
bcpe-4316	250	3	]	]	PUNCT
bcpe-4316	250	4	tiwari	tiwari	NOUN
bcpe-4316	250	5	a	a	DET
bcpe-4316	250	6	k	k	NOUN
bcpe-4316	250	7	,	,	PUNCT
bcpe-4316	250	8	abakah	abakah	PROPN
bcpe-4316	250	9	e	e	PROPN
bcpe-4316	250	10	j	j	PROPN
bcpe-4316	250	11	a	a	X
bcpe-4316	250	12	,	,	PUNCT
bcpe-4316	250	13	karikari	karikari	X
bcpe-4316	250	14	n	n	NOUN
bcpe-4316	250	15	k	k	NOUN
bcpe-4316	250	16	,	,	PUNCT
bcpe-4316	250	17	et	et	PROPN
bcpe-4316	250	18	al	al	PROPN
bcpe-4316	250	19	.	.	PUNCT
bcpe-4316	251	1	the	the	DET
bcpe-4316	251	2	outbreak	outbreak	NOUN
bcpe-4316	251	3	of	of	ADP
bcpe-4316	251	4	covid-19	covid-19	PROPN
bcpe-4316	251	5	and	and	CCONJ
bcpe-4316	251	6	stock	stock	NOUN
bcpe-4316	251	7	market	market	NOUN
bcpe-4316	251	8	liquidity	liquidity	NOUN
bcpe-4316	251	9	:	:	PUNCT
bcpe-4316	251	10	evidence	evidence	NOUN
bcpe-4316	251	11	from	from	ADP
bcpe-4316	251	12	emerging	emerge	VERB
bcpe-4316	251	13	and	and	CCONJ
bcpe-4316	251	14	developed	develop	VERB
bcpe-4316	251	15	equity	equity	NOUN
bcpe-4316	251	16	markets	market	NOUN
bcpe-4316	251	17	.	.	PUNCT
bcpe-4316	252	1	the	the	DET
bcpe-4316	252	2	north	north	ADJ
bcpe-4316	252	3	american	american	ADJ
bcpe-4316	252	4	journal	journal	PROPN
bcpe-4316	252	5	of	of	ADP
bcpe-4316	252	6	economics	economic	NOUN
bcpe-4316	252	7	and	and	CCONJ
bcpe-4316	252	8	finance	finance	NOUN
bcpe-4316	252	9	,	,	PUNCT
bcpe-4316	252	10	2022	2022	NUM
bcpe-4316	252	11	,	,	PUNCT
bcpe-4316	252	12	62	62	NUM
bcpe-4316	252	13	:	:	SYM
bcpe-4316	252	14	101735	101735	NUM
bcpe-4316	252	15	.	.	PUNCT
bcpe-4316	253	1	[	[	X
bcpe-4316	253	2	32	32	NUM
bcpe-4316	253	3	]	]	SYM
bcpe-4316	253	4	statista	statista	PROPN
bcpe-4316	253	5	research	research	PROPN
bcpe-4316	253	6	department	department	PROPN
bcpe-4316	253	7	.	.	PUNCT
bcpe-4316	254	1	effect	effect	NOUN
bcpe-4316	254	2	of	of	ADP
bcpe-4316	254	3	coronavirus	coronavirus	NOUN
bcpe-4316	254	4	on	on	ADP
bcpe-4316	254	5	major	major	ADJ
bcpe-4316	254	6	global	global	ADJ
bcpe-4316	254	7	stock	stock	NOUN
bcpe-4316	254	8	indices	index	NOUN
bcpe-4316	254	9	2020	2020	NUM
bcpe-4316	254	10	-	-	SYM
bcpe-4316	254	11	2021	2021	NUM
bcpe-4316	254	12	.	.	PUNCT
bcpe-4316	255	1	(	(	PUNCT
bcpe-4316	255	2	2022	2022	NUM
bcpe-4316	255	3	-	-	SYM
bcpe-4316	255	4	111	111	NUM
bcpe-4316	255	5	)	)	PUNCT
bcpe-4316	256	1	[	[	X
bcpe-4316	256	2	2022	2022	NUM
bcpe-4316	256	3	-	-	SYM
bcpe-4316	256	4	9	9	NUM
bcpe-4316	256	5	-	-	SYM
bcpe-4316	256	6	5	5	NUM
bcpe-4316	256	7	]	]	PUNCT
bcpe-4316	256	8	.	.	PUNCT
bcpe-4316	257	1	https://www.statista.com/statistics/1251618/effect-coronavirus-major-global-stockindices/.	https://www.statista.com/statistics/1251618/effect-coronavirus-major-global-stockindices/.	NOUN
bcpe-4316	257	2	https://www.statista.com/statistics/873631/social-media-advertising-cpm/	https://www.statista.com/statistics/873631/social-media-advertising-cpm/	PROPN
bcpe-4316	257	3	https://about.nike.com/en/newsroom/statements/covid-19-response-efforts	https://about.nike.com/en/newsroom/statements/covid-19-response-effort	VERB
bcpe-4316	257	4	https://edition.cnn.com/2022/05/17/tech/twitter-elon-musk-timeline/index.html	https://edition.cnn.com/2022/05/17/tech/twitter-elon-musk-timeline/index.html	PROPN
bcpe-4316	257	5	https://www.statista.com/statistics/1251618/effect-coronavirus-major-global-stock-indices/	https://www.statista.com/statistics/1251618/effect-coronavirus-major-global-stock-indices/	ADJ
bcpe-4316	257	6	https://www.statista.com/statistics/1251618/effect-coronavirus-major-global-stock-indices/	https://www.statista.com/statistics/1251618/effect-coronavirus-major-global-stock-indices/	ADJ
bcpe-4316	257	7	bcp	bcp	PROPN
bcpe-4316	257	8	education	education	PROPN
bcpe-4316	257	9	&	&	CCONJ
bcpe-4316	257	10	psychology	psychology	PROPN
bcpe-4316	257	11	cepc	cepc	PROPN
bcpe-4316	257	12	2022	2022	NUM
bcpe-4316	257	13	volume	volume	NOUN
bcpe-4316	257	14	8	8	NUM
bcpe-4316	257	15	(	(	PUNCT
bcpe-4316	257	16	2023	2023	NUM
bcpe-4316	257	17	)	)	PUNCT
bcpe-4316	257	18	201	201	NUM
bcpe-4316	258	1	[	[	X
bcpe-4316	258	2	33	33	NUM
bcpe-4316	258	3	]	]	X
bcpe-4316	258	4	hsu	hsu	PROPN
bcpe-4316	258	5	y	y	PROPN
bcpe-4316	258	6	l	l	PROPN
bcpe-4316	258	7	,	,	PUNCT
bcpe-4316	258	8	tang	tang	PROPN
bcpe-4316	258	9	l.	l.	PROPN
bcpe-4316	258	10	effects	effect	NOUN
bcpe-4316	258	11	of	of	ADP
bcpe-4316	258	12	investor	investor	NOUN
bcpe-4316	258	13	sentiment	sentiment	NOUN
bcpe-4316	258	14	and	and	CCONJ
bcpe-4316	258	15	country	country	NOUN
bcpe-4316	258	16	governance	governance	NOUN
bcpe-4316	258	17	on	on	ADP
bcpe-4316	258	18	unexpected	unexpected	ADJ
bcpe-4316	258	19	conditional	conditional	ADJ
bcpe-4316	258	20	volatility	volatility	NOUN
bcpe-4316	258	21	during	during	ADP
bcpe-4316	258	22	the	the	DET
bcpe-4316	258	23	covid-19	covid-19	PROPN
bcpe-4316	258	24	pandemic	pandemic	NOUN
bcpe-4316	258	25	:	:	PUNCT
bcpe-4316	258	26	evidence	evidence	NOUN
bcpe-4316	258	27	from	from	ADP
bcpe-4316	258	28	global	global	ADJ
bcpe-4316	258	29	stock	stock	NOUN
bcpe-4316	258	30	markets	market	NOUN
bcpe-4316	258	31	.	.	PUNCT
bcpe-4316	259	1	international	international	ADJ
bcpe-4316	259	2	review	review	NOUN
bcpe-4316	259	3	of	of	ADP
bcpe-4316	259	4	financial	financial	ADJ
bcpe-4316	259	5	analysis	analysis	NOUN
bcpe-4316	259	6	,	,	PUNCT
bcpe-4316	259	7	2022	2022	NUM
bcpe-4316	259	8	,	,	PUNCT
bcpe-4316	259	9	82	82	NUM
bcpe-4316	259	10	:	:	SYM
bcpe-4316	259	11	102186	102186	NUM
bcpe-4316	259	12	.	.	PUNCT
bcpe-4316	260	1	[	[	X
bcpe-4316	260	2	34	34	NUM
bcpe-4316	260	3	]	]	PUNCT
bcpe-4316	260	4	world	world	PROPN
bcpe-4316	260	5	health	health	NOUN
bcpe-4316	260	6	organization	organization	PROPN
bcpe-4316	260	7	.	.	PUNCT
bcpe-4316	261	1	infodemic	infodemic	ADJ
bcpe-4316	261	2	.	.	PUNCT
bcpe-4316	262	1	[	[	X
bcpe-4316	262	2	2022	2022	NUM
bcpe-4316	262	3	-	-	SYM
bcpe-4316	262	4	9	9	NUM
bcpe-4316	262	5	-	-	SYM
bcpe-4316	262	6	6	6	NUM
bcpe-4316	262	7	]	]	PUNCT
bcpe-4316	262	8	.	.	PUNCT
bcpe-4316	263	1	https://www.who.int/healthtopics/infodemic#tab=tab_1	https://www.who.int/healthtopics/infodemic#tab=tab_1	X
bcpe-4316	263	2	.	.	PUNCT
bcpe-4316	264	1	[	[	X
bcpe-4316	264	2	35	35	NUM
bcpe-4316	264	3	]	]	PUNCT
bcpe-4316	264	4	lúcio	lúcio	NOUN
bcpe-4316	264	5	f	f	PROPN
bcpe-4316	264	6	,	,	PUNCT
bcpe-4316	264	7	caiado	caiado	PROPN
bcpe-4316	264	8	j.	j.	PROPN
bcpe-4316	264	9	covid-19	covid-19	PROPN
bcpe-4316	264	10	and	and	CCONJ
bcpe-4316	264	11	stock	stock	NOUN
bcpe-4316	264	12	market	market	NOUN
bcpe-4316	264	13	volatility	volatility	NOUN
bcpe-4316	264	14	:	:	PUNCT
bcpe-4316	264	15	a	a	DET
bcpe-4316	264	16	clustering	cluster	VERB
bcpe-4316	264	17	approach	approach	NOUN
bcpe-4316	264	18	for	for	ADP
bcpe-4316	264	19	s&p	s&p	PROPN
bcpe-4316	264	20	500	500	NUM
bcpe-4316	264	21	industry	industry	NOUN
bcpe-4316	264	22	indices	index	NOUN
bcpe-4316	264	23	.	.	PUNCT
bcpe-4316	265	1	finance	finance	NOUN
bcpe-4316	265	2	research	research	NOUN
bcpe-4316	265	3	letters	letter	NOUN
bcpe-4316	265	4	,	,	PUNCT
bcpe-4316	265	5	2022	2022	NUM
bcpe-4316	265	6	,	,	PUNCT
bcpe-4316	265	7	49	49	NUM
bcpe-4316	265	8	:	:	SYM
bcpe-4316	265	9	103141	103141	NUM
bcpe-4316	265	10	.	.	PUNCT
bcpe-4316	266	1	https://www.who.int/health-topics/infodemic#tab=tab_1	https://www.who.int/health-topics/infodemic#tab=tab_1	NOUN
bcpe-4316	266	2	https://www.who.int/health-topics/infodemic#tab=tab_1	https://www.who.int/health-topics/infodemic#tab=tab_1	NOUN