id	sid	tid	token	lemma	pos
cana-3052	1	1	communications	communication	NOUN
cana-3052	1	2	on	on	ADP
cana-3052	1	3	applied	apply	VERB
cana-3052	1	4	nonlinear	nonlinear	ADJ
cana-3052	1	5	analysis	analysis	NOUN
cana-3052	1	6	issn	issn	NOUN
cana-3052	1	7	:	:	PUNCT
cana-3052	1	8	1074	1074	NUM
cana-3052	1	9	-	-	PUNCT
cana-3052	1	10	133x	133x	NUM
cana-3052	1	11	vol	vol	NOUN
cana-3052	1	12	32	32	NUM
cana-3052	1	13	no	no	NOUN
cana-3052	1	14	.	.	PUNCT
cana-3052	2	1	5s	5s	NUM
cana-3052	2	2	(	(	PUNCT
cana-3052	2	3	2025	2025	NUM
cana-3052	2	4	)	)	PUNCT
cana-3052	2	5	253	253	NUM
cana-3052	3	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	3	2	studentemoscan	studentemoscan	ADJ
cana-3052	3	3	:	:	PUNCT
cana-3052	3	4	applying	apply	VERB
cana-3052	3	5	machine	machine	NOUN
cana-3052	3	6	learning	learning	NOUN
cana-3052	3	7	,	,	PUNCT
cana-3052	3	8	problem	problem	NOUN
cana-3052	3	9	-	-	PUNCT
cana-3052	3	10	solving	solving	NOUN
cana-3052	3	11	,	,	PUNCT
cana-3052	3	12	and	and	CCONJ
cana-3052	3	13	decision	decision	NOUN
cana-3052	3	14	-	-	PUNCT
cana-3052	3	15	making	make	VERB
cana-3052	3	16	algorithms	algorithm	NOUN
cana-3052	3	17	to	to	PART
cana-3052	3	18	analyze	analyze	VERB
cana-3052	3	19	emotional	emotional	ADJ
cana-3052	3	20	patterns	pattern	NOUN
cana-3052	3	21	and	and	CCONJ
cana-3052	3	22	detect	detect	VERB
cana-3052	3	23	mental	mental	ADJ
cana-3052	3	24	health	health	NOUN
cana-3052	3	25	issues	issue	NOUN
cana-3052	3	26	in	in	ADP
cana-3052	3	27	students	student	NOUN
cana-3052	3	28	ms	ms	PROPN
cana-3052	3	29	.	.	PROPN
cana-3052	3	30	neha	neha	PROPN
cana-3052	3	31	beegam	beegam	PROPN
cana-3052	3	32	p	p	NOUN
cana-3052	3	33	e	e	PROPN
cana-3052	3	34	*	*	PROPN
cana-3052	3	35	1	1	NUM
cana-3052	3	36	,	,	PUNCT
cana-3052	3	37	dr	dr	PROPN
cana-3052	3	38	.	.	PROPN
cana-3052	3	39	k	k	PROPN
cana-3052	3	40	baalaji	baalaji	PROPN
cana-3052	3	41	2	2	NUM
cana-3052	3	42	1	1	NUM
cana-3052	3	43	research	research	NOUN
cana-3052	3	44	scholar	scholar	NOUN
cana-3052	3	45	,	,	PUNCT
cana-3052	3	46	bharath	bharath	NOUN
cana-3052	3	47	institution	institution	NOUN
cana-3052	3	48	of	of	ADP
cana-3052	3	49	higher	high	ADJ
cana-3052	3	50	education	education	NOUN
cana-3052	3	51	and	and	CCONJ
cana-3052	3	52	research	research	NOUN
cana-3052	3	53	,	,	PUNCT
cana-3052	3	54	chennai	chennai	NOUN
cana-3052	3	55	2	2	NUM
cana-3052	3	56	assistant	assistant	NOUN
cana-3052	3	57	professor	professor	NOUN
cana-3052	3	58	,	,	PUNCT
cana-3052	3	59	bharath	bharath	NOUN
cana-3052	3	60	institution	institution	NOUN
cana-3052	3	61	of	of	ADP
cana-3052	3	62	higher	high	ADJ
cana-3052	3	63	education	education	NOUN
cana-3052	3	64	and	and	CCONJ
cana-3052	3	65	research	research	NOUN
cana-3052	3	66	,	,	PUNCT
cana-3052	3	67	chennai	chennai	NOUN
cana-3052	3	68	.	.	PUNCT
cana-3052	4	1	emails	email	NOUN
cana-3052	4	2	:	:	PUNCT
cana-3052	4	3	inehabeegum@gmail.com	inehabeegum@gmail.com	X
cana-3052	4	4	;	;	PUNCT
cana-3052	4	5	baalaji.kadarkarai@hotmail.com	baalaji.kadarkarai@hotmail.com	X
cana-3052	4	6	article	article	NOUN
cana-3052	4	7	history	history	NOUN
cana-3052	4	8	:	:	PUNCT
cana-3052	4	9	received	receive	VERB
cana-3052	4	10	:	:	PUNCT
cana-3052	4	11	06	06	NUM
cana-3052	4	12	-	-	SYM
cana-3052	4	13	10	10	NUM
cana-3052	4	14	-	-	PUNCT
cana-3052	4	15	2024	2024	NUM
cana-3052	4	16	revised	revise	VERB
cana-3052	4	17	:	:	PUNCT
cana-3052	4	18	28	28	NUM
cana-3052	4	19	-	-	SYM
cana-3052	4	20	11	11	NUM
cana-3052	4	21	-	-	PUNCT
cana-3052	4	22	2024	2024	NUM
cana-3052	4	23	accepted	accept	VERB
cana-3052	4	24	:	:	PUNCT
cana-3052	4	25	06	06	NUM
cana-3052	4	26	-	-	SYM
cana-3052	4	27	12	12	NUM
cana-3052	4	28	-	-	PUNCT
cana-3052	4	29	2024	2024	NUM
cana-3052	4	30	abstract	abstract	NOUN
cana-3052	4	31	:	:	PUNCT
cana-3052	4	32	mental	mental	ADJ
cana-3052	4	33	diseases	disease	NOUN
cana-3052	4	34	can	can	AUX
cana-3052	4	35	have	have	VERB
cana-3052	4	36	a	a	DET
cana-3052	4	37	major	major	ADJ
cana-3052	4	38	impact	impact	NOUN
cana-3052	4	39	on	on	ADP
cana-3052	4	40	people	people	NOUN
cana-3052	4	41	's	's	PART
cana-3052	4	42	cognitive	cognitive	ADJ
cana-3052	4	43	processes	process	NOUN
cana-3052	4	44	and	and	CCONJ
cana-3052	4	45	behaviours	behaviour	NOUN
cana-3052	4	46	,	,	PUNCT
cana-3052	4	47	emphasising	emphasise	VERB
cana-3052	4	48	the	the	DET
cana-3052	4	49	significance	significance	NOUN
cana-3052	4	50	of	of	ADP
cana-3052	4	51	early	early	ADJ
cana-3052	4	52	discovery	discovery	NOUN
cana-3052	4	53	for	for	ADP
cana-3052	4	54	successful	successful	ADJ
cana-3052	4	55	treatments	treatment	NOUN
cana-3052	4	56	.	.	PUNCT
cana-3052	5	1	this	this	DET
cana-3052	5	2	article	article	NOUN
cana-3052	5	3	studies	study	VERB
cana-3052	5	4	how	how	SCONJ
cana-3052	5	5	social	social	ADJ
cana-3052	5	6	media	media	NOUN
cana-3052	5	7	monitoring	monitoring	NOUN
cana-3052	5	8	might	might	AUX
cana-3052	5	9	help	help	VERB
cana-3052	5	10	discover	discover	VERB
cana-3052	5	11	underlying	underlying	ADJ
cana-3052	5	12	mental	mental	ADJ
cana-3052	5	13	health	health	NOUN
cana-3052	5	14	disorders	disorder	NOUN
cana-3052	5	15	by	by	ADP
cana-3052	5	16	analysing	analyse	VERB
cana-3052	5	17	expressions	expression	NOUN
cana-3052	5	18	,	,	PUNCT
cana-3052	5	19	writing	write	VERB
cana-3052	5	20	styles	style	NOUN
cana-3052	5	21	,	,	PUNCT
cana-3052	5	22	and	and	CCONJ
cana-3052	5	23	emotional	emotional	ADJ
cana-3052	5	24	states	state	NOUN
cana-3052	5	25	.	.	PUNCT
cana-3052	6	1	the	the	DET
cana-3052	6	2	study	study	NOUN
cana-3052	6	3	investigates	investigate	VERB
cana-3052	6	4	the	the	DET
cana-3052	6	5	effectiveness	effectiveness	NOUN
cana-3052	6	6	of	of	ADP
cana-3052	6	7	machine	machine	NOUN
cana-3052	6	8	learning	learn	VERB
cana-3052	6	9	algorithms	algorithm	NOUN
cana-3052	6	10	in	in	ADP
cana-3052	6	11	predicting	predict	VERB
cana-3052	6	12	mental	mental	ADJ
cana-3052	6	13	health	health	NOUN
cana-3052	6	14	consequences	consequence	NOUN
cana-3052	6	15	through	through	ADP
cana-3052	6	16	social	social	ADJ
cana-3052	6	17	media	medium	NOUN
cana-3052	6	18	data	datum	NOUN
cana-3052	6	19	by	by	ADP
cana-3052	6	20	examining	examine	VERB
cana-3052	6	21	numerous	numerous	ADJ
cana-3052	6	22	mental	mental	ADJ
cana-3052	6	23	algorithms	algorithm	NOUN
cana-3052	6	24	that	that	PRON
cana-3052	6	25	regulate	regulate	VERB
cana-3052	6	26	information	information	NOUN
cana-3052	6	27	processing	processing	NOUN
cana-3052	6	28	and	and	CCONJ
cana-3052	6	29	decision	decision	NOUN
cana-3052	6	30	-	-	PUNCT
cana-3052	6	31	making	making	NOUN
cana-3052	6	32	.	.	PUNCT
cana-3052	7	1	different	different	ADJ
cana-3052	7	2	approaches	approach	NOUN
cana-3052	7	3	are	be	AUX
cana-3052	7	4	compared	compare	VERB
cana-3052	7	5	and	and	CCONJ
cana-3052	7	6	evaluated	evaluate	VERB
cana-3052	7	7	using	use	VERB
cana-3052	7	8	a	a	DET
cana-3052	7	9	comprehensive	comprehensive	ADJ
cana-3052	7	10	evaluation	evaluation	NOUN
cana-3052	7	11	of	of	ADP
cana-3052	7	12	existing	exist	VERB
cana-3052	7	13	mental	mental	ADJ
cana-3052	7	14	state	state	NOUN
cana-3052	7	15	detection	detection	NOUN
cana-3052	7	16	algorithms	algorithm	NOUN
cana-3052	7	17	,	,	PUNCT
cana-3052	7	18	to	to	PART
cana-3052	7	19	identify	identify	VERB
cana-3052	7	20	the	the	DET
cana-3052	7	21	most	most	ADV
cana-3052	7	22	promising	promising	ADJ
cana-3052	7	23	methods	method	NOUN
cana-3052	7	24	for	for	ADP
cana-3052	7	25	mental	mental	ADJ
cana-3052	7	26	health	health	NOUN
cana-3052	7	27	detection	detection	NOUN
cana-3052	7	28	.	.	PUNCT
cana-3052	8	1	the	the	DET
cana-3052	8	2	study	study	NOUN
cana-3052	8	3	combines	combine	VERB
cana-3052	8	4	insights	insight	NOUN
cana-3052	8	5	from	from	ADP
cana-3052	8	6	methodological	methodological	ADJ
cana-3052	8	7	comparisons	comparison	NOUN
cana-3052	8	8	and	and	CCONJ
cana-3052	8	9	literature	literature	NOUN
cana-3052	8	10	reviews	review	NOUN
cana-3052	8	11	to	to	PART
cana-3052	8	12	address	address	VERB
cana-3052	8	13	current	current	ADJ
cana-3052	8	14	issues	issue	NOUN
cana-3052	8	15	and	and	CCONJ
cana-3052	8	16	restrictions	restriction	NOUN
cana-3052	8	17	,	,	PUNCT
cana-3052	8	18	as	as	ADV
cana-3052	8	19	well	well	ADV
cana-3052	8	20	as	as	ADP
cana-3052	8	21	propose	propose	VERB
cana-3052	8	22	future	future	ADJ
cana-3052	8	23	research	research	NOUN
cana-3052	8	24	options	option	NOUN
cana-3052	8	25	to	to	PART
cana-3052	8	26	overcome	overcome	VERB
cana-3052	8	27	these	these	DET
cana-3052	8	28	hurdles	hurdle	NOUN
cana-3052	8	29	.	.	PUNCT
cana-3052	9	1	keywords	keyword	NOUN
cana-3052	9	2	:	:	PUNCT
cana-3052	9	3	heuristics	heuristic	NOUN
cana-3052	9	4	,	,	PUNCT
cana-3052	9	5	mental	mental	ADJ
cana-3052	9	6	models	model	NOUN
cana-3052	9	7	,	,	PUNCT
cana-3052	9	8	decision	decision	NOUN
cana-3052	9	9	-	-	PUNCT
cana-3052	9	10	making	make	VERB
cana-3052	9	11	algorithms	algorithm	NOUN
cana-3052	9	12	,	,	PUNCT
cana-3052	9	13	problem	problem	NOUN
cana-3052	9	14	-	-	PUNCT
cana-3052	9	15	solving	solve	VERB
cana-3052	9	16	algorithms	algorithm	NOUN
cana-3052	9	17	,	,	PUNCT
cana-3052	9	18	social	social	ADJ
cana-3052	9	19	media	medium	NOUN
cana-3052	9	20	analysis	analysis	NOUN
cana-3052	9	21	,	,	PUNCT
cana-3052	9	22	machine	machine	NOUN
cana-3052	9	23	learning	learning	NOUN
cana-3052	9	24	,	,	PUNCT
cana-3052	9	25	mental	mental	ADJ
cana-3052	9	26	health	health	NOUN
cana-3052	9	27	detection	detection	NOUN
cana-3052	9	28	,	,	PUNCT
cana-3052	9	29	and	and	CCONJ
cana-3052	9	30	intervention	intervention	NOUN
cana-3052	9	31	techniques	technique	NOUN
cana-3052	9	32	.	.	PUNCT
cana-3052	10	1	1	1	X
cana-3052	10	2	.	.	X
cana-3052	10	3	introduction	introduction	NOUN
cana-3052	10	4	mental	mental	ADJ
cana-3052	10	5	diseases	disease	NOUN
cana-3052	10	6	are	be	AUX
cana-3052	10	7	a	a	DET
cana-3052	10	8	prevalent	prevalent	ADJ
cana-3052	10	9	and	and	CCONJ
cana-3052	10	10	serious	serious	ADJ
cana-3052	10	11	health	health	NOUN
cana-3052	10	12	issue	issue	NOUN
cana-3052	10	13	across	across	ADP
cana-3052	10	14	the	the	DET
cana-3052	10	15	world	world	NOUN
cana-3052	10	16	.	.	PUNCT
cana-3052	11	1	they	they	PRON
cana-3052	11	2	can	can	AUX
cana-3052	11	3	disrupt	disrupt	VERB
cana-3052	11	4	a	a	DET
cana-3052	11	5	person	person	NOUN
cana-3052	11	6	's	's	PART
cana-3052	11	7	capacity	capacity	NOUN
cana-3052	11	8	to	to	PART
cana-3052	11	9	function	function	VERB
cana-3052	11	10	in	in	ADP
cana-3052	11	11	everyday	everyday	ADJ
cana-3052	11	12	life	life	NOUN
cana-3052	11	13	and	and	CCONJ
cana-3052	11	14	create	create	VERB
cana-3052	11	15	substantial	substantial	ADJ
cana-3052	11	16	discomfort	discomfort	NOUN
cana-3052	11	17	.	.	PUNCT
cana-3052	12	1	genetics	genetic	NOUN
cana-3052	12	2	,	,	PUNCT
cana-3052	12	3	living	living	NOUN
cana-3052	12	4	events	event	NOUN
cana-3052	12	5	,	,	PUNCT
cana-3052	12	6	and	and	CCONJ
cana-3052	12	7	brain	brain	NOUN
cana-3052	12	8	chemistry	chemistry	NOUN
cana-3052	12	9	are	be	AUX
cana-3052	12	10	all	all	PRON
cana-3052	12	11	potential	potential	ADJ
cana-3052	12	12	causes	cause	NOUN
cana-3052	12	13	of	of	ADP
cana-3052	12	14	mental	mental	ADJ
cana-3052	12	15	diseases	disease	NOUN
cana-3052	12	16	.	.	PUNCT
cana-3052	13	1	some	some	DET
cana-3052	13	2	mental	mental	ADJ
cana-3052	13	3	diseases	disease	NOUN
cana-3052	13	4	,	,	PUNCT
cana-3052	13	5	such	such	ADJ
cana-3052	13	6	as	as	ADP
cana-3052	13	7	sadness	sadness	NOUN
cana-3052	13	8	and	and	CCONJ
cana-3052	13	9	anxiety	anxiety	NOUN
cana-3052	13	10	,	,	PUNCT
cana-3052	13	11	are	be	AUX
cana-3052	13	12	more	more	ADV
cana-3052	13	13	prevalent	prevalent	ADJ
cana-3052	13	14	in	in	ADP
cana-3052	13	15	specific	specific	ADJ
cana-3052	13	16	demographics	demographic	NOUN
cana-3052	13	17	,	,	PUNCT
cana-3052	13	18	such	such	ADJ
cana-3052	13	19	as	as	ADP
cana-3052	13	20	those	those	PRON
cana-3052	13	21	who	who	PRON
cana-3052	13	22	have	have	AUX
cana-3052	13	23	experienced	experience	VERB
cana-3052	13	24	trauma	trauma	NOUN
cana-3052	13	25	,	,	PUNCT
cana-3052	13	26	violence	violence	NOUN
cana-3052	13	27	,	,	PUNCT
cana-3052	13	28	or	or	CCONJ
cana-3052	13	29	natural	natural	ADJ
cana-3052	13	30	disasters	disaster	NOUN
cana-3052	13	31	.	.	PUNCT
cana-3052	14	1	in	in	ADP
cana-3052	14	2	the	the	DET
cana-3052	14	3	modern	modern	ADJ
cana-3052	14	4	world	world	NOUN
cana-3052	14	5	,	,	PUNCT
cana-3052	14	6	social	social	ADJ
cana-3052	14	7	media	medium	NOUN
cana-3052	14	8	platforms	platform	NOUN
cana-3052	14	9	can	can	AUX
cana-3052	14	10	provide	provide	VERB
cana-3052	14	11	a	a	DET
cana-3052	14	12	virtual	virtual	ADJ
cana-3052	14	13	space	space	NOUN
cana-3052	14	14	for	for	ADP
cana-3052	14	15	social	social	ADJ
cana-3052	14	16	interaction	interaction	NOUN
cana-3052	14	17	,	,	PUNCT
cana-3052	14	18	but	but	CCONJ
cana-3052	14	19	they	they	PRON
cana-3052	14	20	can	can	AUX
cana-3052	14	21	also	also	ADV
cana-3052	14	22	contribute	contribute	VERB
cana-3052	14	23	to	to	ADP
cana-3052	14	24	the	the	DET
cana-3052	14	25	development	development	NOUN
cana-3052	14	26	or	or	CCONJ
cana-3052	14	27	worsening	worsening	NOUN
cana-3052	14	28	of	of	ADP
cana-3052	14	29	mental	mental	ADJ
cana-3052	14	30	disorders	disorder	NOUN
cana-3052	14	31	.	.	PUNCT
cana-3052	15	1	for	for	ADP
cana-3052	15	2	example	example	NOUN
cana-3052	15	3	,	,	PUNCT
cana-3052	15	4	excessive	excessive	ADJ
cana-3052	15	5	usage	usage	NOUN
cana-3052	15	6	of	of	ADP
cana-3052	15	7	social	social	ADJ
cana-3052	15	8	media	medium	NOUN
cana-3052	15	9	can	can	AUX
cana-3052	15	10	cause	cause	VERB
cana-3052	15	11	emotions	emotion	NOUN
cana-3052	15	12	of	of	ADP
cana-3052	15	13	loneliness	loneliness	NOUN
cana-3052	15	14	,	,	PUNCT
cana-3052	15	15	anxiety	anxiety	NOUN
cana-3052	15	16	,	,	PUNCT
cana-3052	15	17	and	and	CCONJ
cana-3052	15	18	despair	despair	NOUN
cana-3052	15	19	.	.	PUNCT
cana-3052	16	1	individuals	individual	NOUN
cana-3052	16	2	should	should	AUX
cana-3052	16	3	strike	strike	VERB
cana-3052	16	4	a	a	DET
cana-3052	16	5	balance	balance	NOUN
cana-3052	16	6	in	in	ADP
cana-3052	16	7	their	their	PRON
cana-3052	16	8	usage	usage	NOUN
cana-3052	16	9	of	of	ADP
cana-3052	16	10	social	social	ADJ
cana-3052	16	11	media	medium	NOUN
cana-3052	16	12	and	and	CCONJ
cana-3052	16	13	seek	seek	VERB
cana-3052	16	14	help	help	NOUN
cana-3052	16	15	if	if	SCONJ
cana-3052	16	16	they	they	PRON
cana-3052	16	17	are	be	AUX
cana-3052	16	18	suffering	suffer	VERB
cana-3052	16	19	detrimental	detrimental	ADJ
cana-3052	16	20	effects	effect	NOUN
cana-3052	16	21	on	on	ADP
cana-3052	16	22	their	their	PRON
cana-3052	16	23	mental	mental	ADJ
cana-3052	16	24	health	health	NOUN
cana-3052	16	25	.	.	PUNCT
cana-3052	17	1	it	it	PRON
cana-3052	17	2	is	be	AUX
cana-3052	17	3	also	also	ADV
cana-3052	17	4	vital	vital	ADJ
cana-3052	17	5	that	that	SCONJ
cana-3052	17	6	society	society	NOUN
cana-3052	17	7	give	give	VERB
cana-3052	17	8	mental	mental	ADJ
cana-3052	17	9	health	health	NOUN
cana-3052	17	10	services	service	NOUN
cana-3052	17	11	and	and	CCONJ
cana-3052	17	12	treatment	treatment	NOUN
cana-3052	17	13	to	to	ADP
cana-3052	17	14	those	those	PRON
cana-3052	17	15	suffering	suffer	VERB
cana-3052	17	16	from	from	ADP
cana-3052	17	17	mental	mental	ADJ
cana-3052	17	18	diseases	disease	NOUN
cana-3052	17	19	.	.	PUNCT
cana-3052	18	1	depression	depression	NOUN
cana-3052	18	2	and	and	CCONJ
cana-3052	18	3	anorexia	anorexia	NOUN
cana-3052	18	4	are	be	AUX
cana-3052	18	5	two	two	NUM
cana-3052	18	6	distinct	distinct	ADJ
cana-3052	18	7	mental	mental	ADJ
cana-3052	18	8	health	health	NOUN
cana-3052	18	9	problems	problem	NOUN
cana-3052	18	10	that	that	PRON
cana-3052	18	11	can	can	AUX
cana-3052	18	12	occasionally	occasionally	ADV
cana-3052	18	13	coexist	coexist	VERB
cana-3052	18	14	.	.	PUNCT
cana-3052	19	1	depression	depression	NOUN
cana-3052	19	2	is	be	AUX
cana-3052	19	3	a	a	DET
cana-3052	19	4	widespread	widespread	ADJ
cana-3052	19	5	and	and	CCONJ
cana-3052	19	6	significant	significant	ADJ
cana-3052	19	7	mental	mental	ADJ
cana-3052	19	8	health	health	NOUN
cana-3052	19	9	illness	illness	NOUN
cana-3052	19	10	marked	mark	VERB
cana-3052	19	11	by	by	ADP
cana-3052	19	12	persistent	persistent	ADJ
cana-3052	19	13	feelings	feeling	NOUN
cana-3052	19	14	of	of	ADP
cana-3052	19	15	sorrow	sorrow	NOUN
cana-3052	19	16	,	,	PUNCT
cana-3052	19	17	hopelessness	hopelessness	NOUN
cana-3052	19	18	,	,	PUNCT
cana-3052	19	19	and	and	CCONJ
cana-3052	19	20	a	a	DET
cana-3052	19	21	lack	lack	NOUN
cana-3052	19	22	of	of	ADP
cana-3052	19	23	enthusiasm	enthusiasm	NOUN
cana-3052	19	24	or	or	CCONJ
cana-3052	19	25	enjoyment	enjoyment	NOUN
cana-3052	19	26	for	for	ADP
cana-3052	19	27	activities	activity	NOUN
cana-3052	19	28	.	.	PUNCT
cana-3052	20	1	it	it	PRON
cana-3052	20	2	may	may	AUX
cana-3052	20	3	make	make	VERB
cana-3052	20	4	it	it	PRON
cana-3052	20	5	difficult	difficult	ADJ
cana-3052	20	6	for	for	SCONJ
cana-3052	20	7	mailto:inehabeegum@gmail.com	mailto:inehabeegum@gmail.com	PROPN
cana-3052	20	8	communications	communication	NOUN
cana-3052	20	9	on	on	ADP
cana-3052	20	10	applied	apply	VERB
cana-3052	20	11	nonlinear	nonlinear	ADJ
cana-3052	20	12	analysis	analysis	NOUN
cana-3052	20	13	issn	issn	NOUN
cana-3052	20	14	:	:	PUNCT
cana-3052	20	15	1074	1074	NUM
cana-3052	20	16	-	-	PUNCT
cana-3052	20	17	133x	133x	NUM
cana-3052	20	18	vol	vol	NOUN
cana-3052	20	19	32	32	NUM
cana-3052	20	20	no	no	NOUN
cana-3052	20	21	.	.	PUNCT
cana-3052	21	1	5s	5s	NUM
cana-3052	21	2	(	(	PUNCT
cana-3052	21	3	2025	2025	NUM
cana-3052	21	4	)	)	PUNCT
cana-3052	21	5	254	254	NUM
cana-3052	22	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	22	2	someone	someone	PRON
cana-3052	22	3	to	to	PART
cana-3052	22	4	work	work	VERB
cana-3052	22	5	,	,	PUNCT
cana-3052	22	6	study	study	NOUN
cana-3052	22	7	,	,	PUNCT
cana-3052	22	8	or	or	CCONJ
cana-3052	22	9	conduct	conduct	VERB
cana-3052	22	10	their	their	PRON
cana-3052	22	11	daily	daily	ADJ
cana-3052	22	12	tasks	task	NOUN
cana-3052	22	13	.	.	PUNCT
cana-3052	23	1	it	it	PRON
cana-3052	23	2	can	can	AUX
cana-3052	23	3	also	also	ADV
cana-3052	23	4	induce	induce	VERB
cana-3052	23	5	physical	physical	ADJ
cana-3052	23	6	symptoms	symptom	NOUN
cana-3052	23	7	such	such	ADJ
cana-3052	23	8	as	as	ADP
cana-3052	23	9	hunger	hunger	NOUN
cana-3052	23	10	changes	change	NOUN
cana-3052	23	11	,	,	PUNCT
cana-3052	23	12	difficulty	difficulty	NOUN
cana-3052	23	13	sleeping	sleep	VERB
cana-3052	23	14	,	,	PUNCT
cana-3052	23	15	and	and	CCONJ
cana-3052	23	16	poor	poor	ADJ
cana-3052	23	17	energy	energy	NOUN
cana-3052	23	18	.	.	PUNCT
cana-3052	24	1	anorexia	anorexia	PROPN
cana-3052	24	2	is	be	AUX
cana-3052	24	3	an	an	DET
cana-3052	24	4	eating	eat	VERB
cana-3052	24	5	disorder	disorder	NOUN
cana-3052	24	6	characterized	characterize	VERB
cana-3052	24	7	by	by	ADP
cana-3052	24	8	an	an	DET
cana-3052	24	9	unbalanced	unbalanced	ADJ
cana-3052	24	10	body	body	NOUN
cana-3052	24	11	image	image	NOUN
cana-3052	24	12	and	and	CCONJ
cana-3052	24	13	a	a	DET
cana-3052	24	14	fear	fear	NOUN
cana-3052	24	15	of	of	ADP
cana-3052	24	16	gaining	gain	VERB
cana-3052	24	17	weight	weight	NOUN
cana-3052	24	18	.	.	PUNCT
cana-3052	25	1	anorexics	anorexic	NOUN
cana-3052	25	2	may	may	AUX
cana-3052	25	3	excessively	excessively	ADV
cana-3052	25	4	restrict	restrict	VERB
cana-3052	25	5	their	their	PRON
cana-3052	25	6	food	food	NOUN
cana-3052	25	7	intake	intake	NOUN
cana-3052	25	8	,	,	PUNCT
cana-3052	25	9	overexert	overexert	VERB
cana-3052	25	10	themselves	themselves	PRON
cana-3052	25	11	,	,	PUNCT
cana-3052	25	12	or	or	CCONJ
cana-3052	25	13	engage	engage	VERB
cana-3052	25	14	in	in	ADP
cana-3052	25	15	other	other	ADJ
cana-3052	25	16	hazardous	hazardous	ADJ
cana-3052	25	17	weight	weight	NOUN
cana-3052	25	18	-	-	PUNCT
cana-3052	25	19	control	control	NOUN
cana-3052	25	20	techniques	technique	NOUN
cana-3052	25	21	including	include	VERB
cana-3052	25	22	purging	purge	VERB
cana-3052	25	23	or	or	CCONJ
cana-3052	25	24	improper	improper	ADJ
cana-3052	25	25	laxative	laxative	NOUN
cana-3052	25	26	use	use	NOUN
cana-3052	25	27	.	.	PUNCT
cana-3052	26	1	malnutrition	malnutrition	NOUN
cana-3052	26	2	,	,	PUNCT
cana-3052	26	3	organ	organ	NOUN
cana-3052	26	4	deterioration	deterioration	NOUN
cana-3052	26	5	,	,	PUNCT
cana-3052	26	6	and	and	CCONJ
cana-3052	26	7	an	an	DET
cana-3052	26	8	elevated	elevated	ADJ
cana-3052	26	9	risk	risk	NOUN
cana-3052	26	10	of	of	ADP
cana-3052	26	11	death	death	NOUN
cana-3052	26	12	are	be	AUX
cana-3052	26	13	just	just	ADV
cana-3052	26	14	a	a	DET
cana-3052	26	15	few	few	ADJ
cana-3052	26	16	of	of	ADP
cana-3052	26	17	the	the	DET
cana-3052	26	18	major	major	ADJ
cana-3052	26	19	physical	physical	ADJ
cana-3052	26	20	and	and	CCONJ
cana-3052	26	21	psychological	psychological	ADJ
cana-3052	26	22	side	side	NOUN
cana-3052	26	23	effects	effect	NOUN
cana-3052	26	24	of	of	ADP
cana-3052	26	25	anorexia	anorexia	NOUN
cana-3052	26	26	.	.	PUNCT
cana-3052	27	1	those	those	PRON
cana-3052	27	2	who	who	PRON
cana-3052	27	3	have	have	VERB
cana-3052	27	4	anorexia	anorexia	NOUN
cana-3052	27	5	frequently	frequently	ADV
cana-3052	27	6	also	also	ADV
cana-3052	27	7	struggle	struggle	VERB
cana-3052	27	8	with	with	ADP
cana-3052	27	9	depression	depression	NOUN
cana-3052	27	10	because	because	SCONJ
cana-3052	27	11	of	of	ADP
cana-3052	27	12	the	the	DET
cana-3052	27	13	disorder	disorder	NOUN
cana-3052	27	14	's	's	PART
cana-3052	27	15	dramatic	dramatic	ADJ
cana-3052	27	16	weight	weight	NOUN
cana-3052	27	17	loss	loss	NOUN
cana-3052	27	18	and	and	CCONJ
cana-3052	27	19	restrictive	restrictive	ADJ
cana-3052	27	20	eating	eating	NOUN
cana-3052	27	21	habits	habit	NOUN
cana-3052	27	22	,	,	PUNCT
cana-3052	27	23	which	which	PRON
cana-3052	27	24	can	can	AUX
cana-3052	27	25	lead	lead	VERB
cana-3052	27	26	to	to	ADP
cana-3052	27	27	depressed	depressed	ADJ
cana-3052	27	28	moods	mood	NOUN
cana-3052	27	29	and	and	CCONJ
cana-3052	27	30	warped	warped	ADJ
cana-3052	27	31	thinking	thinking	NOUN
cana-3052	27	32	.	.	PUNCT
cana-3052	28	1	in	in	ADP
cana-3052	28	2	contrast	contrast	NOUN
cana-3052	28	3	,	,	PUNCT
cana-3052	28	4	as	as	ADP
cana-3052	28	5	a	a	DET
cana-3052	28	6	coping	cope	VERB
cana-3052	28	7	technique	technique	NOUN
cana-3052	28	8	,	,	PUNCT
cana-3052	28	9	people	people	NOUN
cana-3052	28	10	with	with	ADP
cana-3052	28	11	depression	depression	NOUN
cana-3052	28	12	could	could	AUX
cana-3052	28	13	also	also	ADV
cana-3052	28	14	start	start	VERB
cana-3052	28	15	to	to	PART
cana-3052	28	16	have	have	AUX
cana-3052	28	17	disordered	disorder	VERB
cana-3052	28	18	eating	eat	VERB
cana-3052	28	19	habits	habit	NOUN
cana-3052	28	20	.	.	PUNCT
cana-3052	29	1	this	this	PRON
cana-3052	29	2	could	could	AUX
cana-3052	29	3	result	result	VERB
cana-3052	29	4	in	in	ADP
cana-3052	29	5	the	the	DET
cana-3052	29	6	emergence	emergence	NOUN
cana-3052	29	7	of	of	ADP
cana-3052	29	8	an	an	DET
cana-3052	29	9	eating	eat	VERB
cana-3052	29	10	disorder	disorder	NOUN
cana-3052	29	11	like	like	ADP
cana-3052	29	12	anorexia	anorexia	PROPN
cana-3052	29	13	.	.	PUNCT
cana-3052	30	1	you	you	PRON
cana-3052	30	2	should	should	AUX
cana-3052	30	3	seek	seek	VERB
cana-3052	30	4	professional	professional	ADJ
cana-3052	30	5	assistance	assistance	NOUN
cana-3052	30	6	as	as	ADV
cana-3052	30	7	soon	soon	ADV
cana-3052	30	8	as	as	SCONJ
cana-3052	30	9	you	you	PRON
cana-3052	30	10	can	can	AUX
cana-3052	30	11	if	if	SCONJ
cana-3052	30	12	you	you	PRON
cana-3052	30	13	or	or	CCONJ
cana-3052	30	14	someone	someone	PRON
cana-3052	30	15	you	you	PRON
cana-3052	30	16	know	know	VERB
cana-3052	30	17	is	be	AUX
cana-3052	30	18	experiencing	experience	VERB
cana-3052	30	19	depression	depression	NOUN
cana-3052	30	20	or	or	CCONJ
cana-3052	30	21	anorexia	anorexia	NOUN
cana-3052	30	22	.	.	PUNCT
cana-3052	31	1	therapy	therapy	NOUN
cana-3052	31	2	,	,	PUNCT
cana-3052	31	3	medicine	medicine	NOUN
cana-3052	31	4	,	,	PUNCT
cana-3052	31	5	and	and	CCONJ
cana-3052	31	6	assistance	assistance	NOUN
cana-3052	31	7	from	from	ADP
cana-3052	31	8	a	a	DET
cana-3052	31	9	healthcare	healthcare	NOUN
cana-3052	31	10	team	team	NOUN
cana-3052	31	11	are	be	AUX
cana-3052	31	12	all	all	PRON
cana-3052	31	13	potential	potential	ADJ
cana-3052	31	14	treatment	treatment	NOUN
cana-3052	31	15	choices	choice	NOUN
cana-3052	31	16	.	.	PUNCT
cana-3052	32	1	2	2	X
cana-3052	32	2	.	.	NUM
cana-3052	32	3	related	relate	VERB
cana-3052	32	4	works	work	NOUN
cana-3052	32	5	van	van	PROPN
cana-3052	32	6	den	den	PROPN
cana-3052	32	7	broek	broek	PROPN
cana-3052	32	8	-	-	PUNCT
cana-3052	32	9	altenburg	altenburg	PROPN
cana-3052	32	10	,	,	PUNCT
cana-3052	32	11	e.m	e.m	PROPN
cana-3052	32	12	.	.	PROPN
cana-3052	32	13	,	,	PUNCT
cana-3052	32	14	and	and	CCONJ
cana-3052	32	15	atherly	atherly	ADV
cana-3052	32	16	,	,	PUNCT
cana-3052	32	17	a.j	a.j	PROPN
cana-3052	32	18	.	.	PUNCT
cana-3052	33	1	[	[	X
cana-3052	33	2	2	2	NUM
cana-3052	33	3	]	]	PUNCT
cana-3052	33	4	recommended	recommend	VERB
cana-3052	33	5	employing	employ	VERB
cana-3052	33	6	social	social	ADJ
cana-3052	33	7	networking	network	VERB
cana-3052	33	8	sites	site	NOUN
cana-3052	33	9	to	to	PART
cana-3052	33	10	assess	assess	VERB
cana-3052	33	11	how	how	SCONJ
cana-3052	33	12	clientele	clientele	NOUN
cana-3052	33	13	feel	feel	VERB
cana-3052	33	14	through	through	ADP
cana-3052	33	15	insurance	insurance	NOUN
cana-3052	33	16	coverage	coverage	NOUN
cana-3052	33	17	coverage	coverage	NOUN
cana-3052	33	18	adequacy	adequacy	NOUN
cana-3052	33	19	through	through	ADP
cana-3052	33	20	the	the	DET
cana-3052	33	21	enrollment	enrollment	NOUN
cana-3052	33	22	process	process	NOUN
cana-3052	33	23	.	.	PUNCT
cana-3052	34	1	understanding	understand	VERB
cana-3052	34	2	customer	customer	NOUN
cana-3052	34	3	opinions	opinion	NOUN
cana-3052	34	4	is	be	AUX
cana-3052	34	5	crucial	crucial	ADJ
cana-3052	34	6	in	in	ADP
cana-3052	34	7	today	today	NOUN
cana-3052	34	8	's	's	PART
cana-3052	34	9	healthcare	healthcare	NOUN
cana-3052	34	10	industry	industry	NOUN
cana-3052	34	11	,	,	PUNCT
cana-3052	34	12	especially	especially	ADV
cana-3052	34	13	during	during	ADP
cana-3052	34	14	critical	critical	ADJ
cana-3052	34	15	moments	moment	NOUN
cana-3052	34	16	such	such	ADJ
cana-3052	34	17	as	as	ADP
cana-3052	34	18	open	open	ADJ
cana-3052	34	19	enrollment	enrollment	NOUN
cana-3052	34	20	for	for	ADP
cana-3052	34	21	health	health	NOUN
cana-3052	34	22	insurance	insurance	NOUN
cana-3052	34	23	.	.	PUNCT
cana-3052	35	1	van	van	PROPN
cana-3052	35	2	den	den	PROPN
cana-3052	35	3	broekaltenburg	broekaltenburg	NOUN
cana-3052	35	4	and	and	CCONJ
cana-3052	35	5	atherly	atherly	NOUN
cana-3052	35	6	's	's	PART
cana-3052	35	7	paper	paper	NOUN
cana-3052	35	8	employs	employ	VERB
cana-3052	35	9	an	an	DET
cana-3052	35	10	innovative	innovative	ADJ
cana-3052	35	11	technique	technique	NOUN
cana-3052	35	12	of	of	ADP
cana-3052	35	13	using	use	VERB
cana-3052	35	14	social	social	ADJ
cana-3052	35	15	media	medium	NOUN
cana-3052	35	16	platforms	platform	NOUN
cana-3052	35	17	to	to	PART
cana-3052	35	18	uncover	uncover	VERB
cana-3052	35	19	and	and	CCONJ
cana-3052	35	20	assess	assess	VERB
cana-3052	35	21	client	client	NOUN
cana-3052	35	22	sentiments	sentiment	NOUN
cana-3052	35	23	on	on	ADP
cana-3052	35	24	various	various	ADJ
cana-3052	35	25	areas	area	NOUN
cana-3052	35	26	of	of	ADP
cana-3052	35	27	health	health	NOUN
cana-3052	35	28	insurance	insurance	NOUN
cana-3052	35	29	.	.	PUNCT
cana-3052	36	1	the	the	DET
cana-3052	36	2	authors	author	NOUN
cana-3052	36	3	apply	apply	VERB
cana-3052	36	4	a	a	DET
cana-3052	36	5	sophisticated	sophisticated	ADJ
cana-3052	36	6	methodology	methodology	NOUN
cana-3052	36	7	,	,	PUNCT
cana-3052	36	8	possibly	possibly	ADV
cana-3052	36	9	involving	involve	VERB
cana-3052	36	10	sentiment	sentiment	NOUN
cana-3052	36	11	analysis	analysis	NOUN
cana-3052	36	12	tools	tool	NOUN
cana-3052	36	13	,	,	PUNCT
cana-3052	36	14	to	to	PART
cana-3052	36	15	extract	extract	VERB
cana-3052	36	16	valuable	valuable	ADJ
cana-3052	36	17	insights	insight	NOUN
cana-3052	36	18	from	from	ADP
cana-3052	36	19	the	the	DET
cana-3052	36	20	large	large	ADJ
cana-3052	36	21	pool	pool	NOUN
cana-3052	36	22	of	of	ADP
cana-3052	36	23	user	user	NOUN
cana-3052	36	24	-	-	PUNCT
cana-3052	36	25	generated	generate	VERB
cana-3052	36	26	information	information	NOUN
cana-3052	36	27	on	on	ADP
cana-3052	36	28	social	social	ADJ
cana-3052	36	29	media	medium	NOUN
cana-3052	36	30	.	.	PUNCT
cana-3052	37	1	this	this	DET
cana-3052	37	2	method	method	NOUN
cana-3052	37	3	fits	fit	VERB
cana-3052	37	4	nicely	nicely	ADV
cana-3052	37	5	with	with	ADP
cana-3052	37	6	the	the	DET
cana-3052	37	7	current	current	ADJ
cana-3052	37	8	trend	trend	NOUN
cana-3052	37	9	of	of	ADP
cana-3052	37	10	using	use	VERB
cana-3052	37	11	publicly	publicly	ADV
cana-3052	37	12	available	available	ADJ
cana-3052	37	13	,	,	PUNCT
cana-3052	37	14	real	real	ADJ
cana-3052	37	15	-	-	PUNCT
cana-3052	37	16	time	time	NOUN
cana-3052	37	17	data	datum	NOUN
cana-3052	37	18	to	to	PART
cana-3052	37	19	acquire	acquire	VERB
cana-3052	37	20	a	a	DET
cana-3052	37	21	more	more	ADV
cana-3052	37	22	sophisticated	sophisticated	ADJ
cana-3052	37	23	picture	picture	NOUN
cana-3052	37	24	of	of	ADP
cana-3052	37	25	customer	customer	NOUN
cana-3052	37	26	attitudes	attitude	NOUN
cana-3052	37	27	.	.	PUNCT
cana-3052	38	1	the	the	DET
cana-3052	38	2	study	study	NOUN
cana-3052	38	3	's	's	PART
cana-3052	38	4	emphasis	emphasis	NOUN
cana-3052	38	5	on	on	ADP
cana-3052	38	6	a	a	DET
cana-3052	38	7	particular	particular	ADJ
cana-3052	38	8	period	period	NOUN
cana-3052	38	9	the	the	DET
cana-3052	38	10	enrollment	enrollment	NOUN
cana-3052	38	11	season	season	NOUN
cana-3052	38	12	is	be	AUX
cana-3052	38	13	one	one	NUM
cana-3052	38	14	remarkable	remarkable	ADJ
cana-3052	38	15	feature	feature	NOUN
cana-3052	38	16	.	.	PUNCT
cana-3052	39	1	the	the	DET
cana-3052	39	2	examination	examination	NOUN
cana-3052	39	3	is	be	AUX
cana-3052	39	4	made	make	VERB
cana-3052	39	5	more	more	ADV
cana-3052	39	6	thorough	thorough	ADJ
cana-3052	39	7	by	by	ADP
cana-3052	39	8	this	this	DET
cana-3052	39	9	temporal	temporal	ADJ
cana-3052	39	10	specificity	specificity	NOUN
cana-3052	39	11	,	,	PUNCT
cana-3052	39	12	which	which	PRON
cana-3052	39	13	recognises	recognise	VERB
cana-3052	39	14	the	the	DET
cana-3052	39	15	dynamic	dynamic	ADJ
cana-3052	39	16	character	character	NOUN
cana-3052	39	17	of	of	ADP
cana-3052	39	18	emotions	emotion	NOUN
cana-3052	39	19	and	and	CCONJ
cana-3052	39	20	their	their	PRON
cana-3052	39	21	potential	potential	NOUN
cana-3052	39	22	to	to	PART
cana-3052	39	23	change	change	VERB
cana-3052	39	24	at	at	ADP
cana-3052	39	25	pivotal	pivotal	ADJ
cana-3052	39	26	times	time	NOUN
cana-3052	39	27	.	.	PUNCT
cana-3052	40	1	the	the	DET
cana-3052	40	2	writers	writer	NOUN
cana-3052	40	3	probably	probably	ADV
cana-3052	40	4	want	want	VERB
cana-3052	40	5	to	to	PART
cana-3052	40	6	learn	learn	VERB
cana-3052	40	7	about	about	ADP
cana-3052	40	8	consumers	consumer	NOUN
cana-3052	40	9	'	'	PART
cana-3052	40	10	specific	specific	ADJ
cana-3052	40	11	preferences	preference	NOUN
cana-3052	40	12	,	,	PUNCT
cana-3052	40	13	worries	worry	NOUN
cana-3052	40	14	,	,	PUNCT
cana-3052	40	15	and	and	CCONJ
cana-3052	40	16	satisfaction	satisfaction	NOUN
cana-3052	40	17	levels	level	NOUN
cana-3052	40	18	with	with	ADP
cana-3052	40	19	insurance	insurance	NOUN
cana-3052	40	20	plans	plan	NOUN
cana-3052	40	21	in	in	ADP
cana-3052	40	22	addition	addition	NOUN
cana-3052	40	23	to	to	ADP
cana-3052	40	24	their	their	PRON
cana-3052	40	25	overall	overall	ADJ
cana-3052	40	26	opinions	opinion	NOUN
cana-3052	40	27	,	,	PUNCT
cana-3052	40	28	which	which	PRON
cana-3052	40	29	is	be	AUX
cana-3052	40	30	why	why	SCONJ
cana-3052	40	31	they	they	PRON
cana-3052	40	32	have	have	AUX
cana-3052	40	33	limited	limit	VERB
cana-3052	40	34	their	their	PRON
cana-3052	40	35	focus	focus	NOUN
cana-3052	40	36	to	to	ADP
cana-3052	40	37	health	health	NOUN
cana-3052	40	38	insurance	insurance	NOUN
cana-3052	40	39	qualities	quality	NOUN
cana-3052	40	40	.	.	PUNCT
cana-3052	41	1	the	the	DET
cana-3052	41	2	idea	idea	NOUN
cana-3052	41	3	of	of	ADP
cana-3052	41	4	the	the	DET
cana-3052	41	5	study	study	NOUN
cana-3052	41	6	is	be	AUX
cana-3052	41	7	consistent	consistent	ADJ
cana-3052	41	8	with	with	ADP
cana-3052	41	9	the	the	DET
cana-3052	41	10	growing	grow	VERB
cana-3052	41	11	understanding	understanding	NOUN
cana-3052	41	12	that	that	SCONJ
cana-3052	41	13	social	social	ADJ
cana-3052	41	14	media	medium	NOUN
cana-3052	41	15	may	may	AUX
cana-3052	41	16	be	be	AUX
cana-3052	41	17	a	a	DET
cana-3052	41	18	useful	useful	ADJ
cana-3052	41	19	tool	tool	NOUN
cana-3052	41	20	for	for	ADP
cana-3052	41	21	gathering	gather	VERB
cana-3052	41	22	consumer	consumer	NOUN
cana-3052	41	23	insights	insight	NOUN
cana-3052	41	24	.	.	PUNCT
cana-3052	42	1	because	because	SCONJ
cana-3052	42	2	internet	internet	NOUN
cana-3052	42	3	platforms	platform	NOUN
cana-3052	42	4	are	be	AUX
cana-3052	42	5	fast	fast	ADJ
cana-3052	42	6	,	,	PUNCT
cana-3052	42	7	they	they	PRON
cana-3052	42	8	offer	offer	VERB
cana-3052	42	9	a	a	DET
cana-3052	42	10	special	special	ADJ
cana-3052	42	11	chance	chance	NOUN
cana-3052	42	12	to	to	PART
cana-3052	42	13	measure	measure	VERB
cana-3052	42	14	responses	response	NOUN
cana-3052	42	15	in	in	ADP
cana-3052	42	16	real	real	ADJ
cana-3052	42	17	time	time	NOUN
cana-3052	42	18	,	,	PUNCT
cana-3052	42	19	making	make	VERB
cana-3052	42	20	the	the	DET
cana-3052	42	21	healthcare	healthcare	NOUN
cana-3052	42	22	sector	sector	NOUN
cana-3052	42	23	more	more	ADV
cana-3052	42	24	flexible	flexible	ADJ
cana-3052	42	25	and	and	CCONJ
cana-3052	42	26	responsive	responsive	ADJ
cana-3052	42	27	.	.	PUNCT
cana-3052	43	1	it	it	PRON
cana-3052	43	2	is	be	AUX
cana-3052	43	3	important	important	ADJ
cana-3052	43	4	to	to	PART
cana-3052	43	5	consider	consider	VERB
cana-3052	43	6	any	any	DET
cana-3052	43	7	potential	potential	ADJ
cana-3052	43	8	restrictions	restriction	NOUN
cana-3052	43	9	.	.	PUNCT
cana-3052	44	1	biases	bias	NOUN
cana-3052	44	2	in	in	ADP
cana-3052	44	3	user	user	NOUN
cana-3052	44	4	demographics	demographic	NOUN
cana-3052	44	5	or	or	CCONJ
cana-3052	44	6	platform	platform	NOUN
cana-3052	44	7	preferences	preference	NOUN
cana-3052	44	8	could	could	AUX
cana-3052	44	9	affect	affect	VERB
cana-3052	44	10	the	the	DET
cana-3052	44	11	results	result	NOUN
cana-3052	44	12	,	,	PUNCT
cana-3052	44	13	and	and	CCONJ
cana-3052	44	14	social	social	ADJ
cana-3052	44	15	media	medium	NOUN
cana-3052	44	16	data	datum	NOUN
cana-3052	44	17	could	could	AUX
cana-3052	44	18	not	not	PART
cana-3052	44	19	be	be	AUX
cana-3052	44	20	entirely	entirely	ADV
cana-3052	44	21	representative	representative	ADJ
cana-3052	44	22	of	of	ADP
cana-3052	44	23	the	the	DET
cana-3052	44	24	total	total	ADJ
cana-3052	44	25	population	population	NOUN
cana-3052	44	26	.	.	PUNCT
cana-3052	45	1	furthermore	furthermore	ADV
cana-3052	45	2	,	,	PUNCT
cana-3052	45	3	the	the	DET
cana-3052	45	4	success	success	NOUN
cana-3052	45	5	of	of	ADP
cana-3052	45	6	the	the	DET
cana-3052	45	7	study	study	NOUN
cana-3052	45	8	depends	depend	VERB
cana-3052	45	9	on	on	ADP
cana-3052	45	10	how	how	SCONJ
cana-3052	45	11	well	well	ADV
cana-3052	45	12	sentiment	sentiment	NOUN
cana-3052	45	13	analysis	analysis	NOUN
cana-3052	45	14	algorithms	algorithm	NOUN
cana-3052	45	15	work	work	VERB
cana-3052	45	16	,	,	PUNCT
cana-3052	45	17	and	and	CCONJ
cana-3052	45	18	the	the	DET
cana-3052	45	19	publication	publication	NOUN
cana-3052	45	20	should	should	AUX
cana-3052	45	21	shed	shed	VERB
cana-3052	45	22	light	light	NOUN
cana-3052	45	23	on	on	ADP
cana-3052	45	24	the	the	DET
cana-3052	45	25	approach	approach	NOUN
cana-3052	45	26	taken	take	VERB
cana-3052	45	27	to	to	PART
cana-3052	45	28	deal	deal	VERB
cana-3052	45	29	with	with	ADP
cana-3052	45	30	any	any	DET
cana-3052	45	31	potential	potential	ADJ
cana-3052	45	32	problems	problem	NOUN
cana-3052	45	33	.	.	PUNCT
cana-3052	46	1	finally	finally	ADV
cana-3052	46	2	,	,	PUNCT
cana-3052	46	3	van	van	PROPN
cana-3052	46	4	den	den	PROPN
cana-3052	46	5	broek	broek	PROPN
cana-3052	46	6	-	-	PUNCT
cana-3052	46	7	altenburg	altenburg	NOUN
cana-3052	46	8	and	and	CCONJ
cana-3052	46	9	atherly	atherly	NOUN
cana-3052	46	10	's	's	PART
cana-3052	46	11	investigation	investigation	NOUN
cana-3052	46	12	of	of	ADP
cana-3052	46	13	social	social	ADJ
cana-3052	46	14	networking	networking	NOUN
cana-3052	46	15	site	site	NOUN
cana-3052	46	16	usage	usage	NOUN
cana-3052	46	17	to	to	PART
cana-3052	46	18	learn	learn	VERB
cana-3052	46	19	about	about	ADP
cana-3052	46	20	client	client	NOUN
cana-3052	46	21	views	view	NOUN
cana-3052	46	22	regarding	regard	VERB
cana-3052	46	23	insurance	insurance	NOUN
cana-3052	46	24	coverage	coverage	NOUN
cana-3052	46	25	features	feature	NOUN
cana-3052	46	26	is	be	AUX
cana-3052	46	27	a	a	DET
cana-3052	46	28	topical	topical	ADJ
cana-3052	46	29	and	and	CCONJ
cana-3052	46	30	important	important	ADJ
cana-3052	46	31	study	study	NOUN
cana-3052	46	32	.	.	PUNCT
cana-3052	47	1	the	the	DET
cana-3052	47	2	research	research	NOUN
cana-3052	47	3	can	can	AUX
cana-3052	47	4	deliver	deliver	VERB
cana-3052	47	5	useful	useful	ADJ
cana-3052	47	6	information	information	NOUN
cana-3052	47	7	for	for	ADP
cana-3052	47	8	legislators	legislator	NOUN
cana-3052	47	9	and	and	CCONJ
cana-3052	47	10	insurance	insurance	NOUN
cana-3052	47	11	providers	provider	NOUN
cana-3052	47	12	alike	alike	ADV
cana-3052	47	13	by	by	ADP
cana-3052	47	14	merging	merge	VERB
cana-3052	47	15	technology	technology	NOUN
cana-3052	47	16	innovations	innovation	NOUN
cana-3052	47	17	with	with	ADP
cana-3052	47	18	healthcare	healthcare	NOUN
cana-3052	47	19	analytics	analytic	NOUN
cana-3052	47	20	.	.	PUNCT
cana-3052	48	1	in	in	ADP
cana-3052	48	2	the	the	DET
cana-3052	48	3	end	end	NOUN
cana-3052	48	4	,	,	PUNCT
cana-3052	48	5	a	a	DET
cana-3052	48	6	more	more	ADV
cana-3052	48	7	customer	customer	NOUN
cana-3052	48	8	-	-	PUNCT
cana-3052	48	9	centric	centric	ADJ
cana-3052	48	10	and	and	CCONJ
cana-3052	48	11	adaptable	adaptable	ADJ
cana-3052	48	12	healthcare	healthcare	NOUN
cana-3052	48	13	landscape	landscape	NOUN
cana-3052	48	14	can	can	AUX
cana-3052	48	15	be	be	AUX
cana-3052	48	16	achieved	achieve	VERB
cana-3052	48	17	by	by	ADP
cana-3052	48	18	using	use	VERB
cana-3052	48	19	focused	focused	ADJ
cana-3052	48	20	initiatives	initiative	NOUN
cana-3052	48	21	that	that	PRON
cana-3052	48	22	are	be	AUX
cana-3052	48	23	informed	inform	VERB
cana-3052	48	24	by	by	ADP
cana-3052	48	25	a	a	DET
cana-3052	48	26	sophisticated	sophisticated	ADJ
cana-3052	48	27	communications	communication	NOUN
cana-3052	48	28	on	on	ADP
cana-3052	48	29	applied	apply	VERB
cana-3052	48	30	nonlinear	nonlinear	ADJ
cana-3052	48	31	analysis	analysis	NOUN
cana-3052	48	32	issn	issn	NOUN
cana-3052	48	33	:	:	PUNCT
cana-3052	48	34	1074	1074	NUM
cana-3052	48	35	-	-	PUNCT
cana-3052	48	36	133x	133x	NUM
cana-3052	48	37	vol	vol	NOUN
cana-3052	48	38	32	32	NUM
cana-3052	48	39	no	no	NOUN
cana-3052	48	40	.	.	PUNCT
cana-3052	49	1	5s	5s	NUM
cana-3052	49	2	(	(	PUNCT
cana-3052	49	3	2025	2025	NUM
cana-3052	49	4	)	)	PUNCT
cana-3052	49	5	255	255	NUM
cana-3052	50	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	50	2	understanding	understanding	NOUN
cana-3052	50	3	of	of	ADP
cana-3052	50	4	consumer	consumer	NOUN
cana-3052	50	5	feelings	feeling	NOUN
cana-3052	50	6	during	during	ADP
cana-3052	50	7	enrollment	enrollment	NOUN
cana-3052	50	8	seasons	season	NOUN
cana-3052	50	9	.	.	PUNCT
cana-3052	51	1	fig	fig	NOUN
cana-3052	51	2	.	.	PUNCT
cana-3052	52	1	1	1	X
cana-3052	52	2	.	.	X
cana-3052	52	3	tweets	tweet	NOUN
cana-3052	52	4	about	about	ADP
cana-3052	52	5	health	health	NOUN
cana-3052	52	6	insurance	insurance	NOUN
cana-3052	52	7	during	during	ADP
cana-3052	52	8	the	the	DET
cana-3052	52	9	2016–2017	2016–2017	NUM
cana-3052	52	10	affordable	affordable	ADJ
cana-3052	52	11	care	care	NOUN
cana-3052	52	12	act	act	PROPN
cana-3052	52	13	enrollment	enrollment	NOUN
cana-3052	52	14	season	season	NOUN
cana-3052	52	15	.	.	PUNCT
cana-3052	53	1	table	table	NOUN
cana-3052	53	2	1	1	NUM
cana-3052	53	3	.	.	PUNCT
cana-3052	54	1	the	the	DET
cana-3052	54	2	language	language	NOUN
cana-3052	54	3	used	use	VERB
cana-3052	54	4	in	in	ADP
cana-3052	54	5	tweets	tweet	NOUN
cana-3052	54	6	on	on	ADP
cana-3052	54	7	twitter	twitter	NOUN
cana-3052	54	8	can	can	AUX
cana-3052	54	9	convey	convey	VERB
cana-3052	54	10	both	both	CCONJ
cana-3052	54	11	positive	positive	ADJ
cana-3052	54	12	and	and	CCONJ
cana-3052	54	13	negative	negative	ADJ
cana-3052	54	14	feelings	feeling	NOUN
cana-3052	54	15	[	[	X
cana-3052	54	16	2	2	NUM
cana-3052	54	17	]	]	PUNCT
cana-3052	54	18	.	.	PUNCT
cana-3052	55	1	positive	positive	ADJ
cana-3052	55	2	negative	negative	ADJ
cana-3052	55	3	specialists	specialist	NOUN
cana-3052	55	4	(	(	PUNCT
cana-3052	55	5	trust	trust	NOUN
cana-3052	55	6	)	)	PUNCT
cana-3052	55	7	suction	suction	NOUN
cana-3052	55	8	becomes	become	VERB
cana-3052	55	9	negative	negative	ADJ
cana-3052	55	10	.	.	PUNCT
cana-3052	56	1	healthcare	healthcare	NOUN
cana-3052	56	2	professionals	professional	NOUN
cana-3052	56	3	(	(	PUNCT
cana-3052	56	4	trust	trust	NOUN
cana-3052	56	5	)	)	PUNCT
cana-3052	56	6	die	die	NOUN
cana-3052	56	7	(	(	PUNCT
cana-3052	56	8	fear	fear	NOUN
cana-3052	56	9	and	and	CCONJ
cana-3052	56	10	grief	grief	NOUN
cana-3052	56	11	)	)	PUNCT
cana-3052	56	12	clinic	clinic	NOUN
cana-3052	56	13	(	(	PUNCT
cana-3052	56	14	trust	trust	NOUN
cana-3052	56	15	)	)	PUNCT
cana-3052	56	16	emergency	emergency	NOUN
cana-3052	56	17	(	(	PUNCT
cana-3052	56	18	fear	fear	NOUN
cana-3052	56	19	,	,	PUNCT
cana-3052	56	20	rage	rage	NOUN
cana-3052	56	21	,	,	PUNCT
cana-3052	56	22	contempt	contempt	NOUN
cana-3052	56	23	,	,	PUNCT
cana-3052	56	24	and	and	CCONJ
cana-3052	56	25	grief	grief	NOUN
cana-3052	56	26	)	)	PUNCT
cana-3052	56	27	.	.	PUNCT
cana-3052	57	1	nurse	nurse	PROPN
cana-3052	57	2	(	(	PUNCT
cana-3052	57	3	trust	trust	NOUN
cana-3052	57	4	)	)	PUNCT
cana-3052	57	5	disease	disease	NOUN
cana-3052	57	6	(	(	PUNCT
cana-3052	57	7	fear	fear	NOUN
cana-3052	57	8	,	,	PUNCT
cana-3052	57	9	rage	rage	NOUN
cana-3052	57	10	,	,	PUNCT
cana-3052	57	11	contempt	contempt	NOUN
cana-3052	57	12	,	,	PUNCT
cana-3052	57	13	and	and	CCONJ
cana-3052	57	14	melancholy	melancholy	ADJ
cana-3052	57	15	)	)	PUNCT
cana-3052	57	16	.	.	PUNCT
cana-3052	58	1	scheduling	scheduling	NOUN
cana-3052	58	2	(	(	PUNCT
cana-3052	58	3	anticipation	anticipation	NOUN
cana-3052	58	4	)	)	PUNCT
cana-3052	58	5	discomfort	discomfort	NOUN
cana-3052	58	6	,	,	PUNCT
cana-3052	58	7	surgery	surgery	NOUN
cana-3052	58	8	(	(	PUNCT
cana-3052	58	9	fear	fear	NOUN
cana-3052	58	10	and	and	CCONJ
cana-3052	58	11	grief	grief	NOUN
cana-3052	58	12	)	)	PUNCT
cana-3052	59	1	m	m	AUX
cana-3052	59	2	save	save	VERB
cana-3052	59	3	your	your	PRON
cana-3052	59	4	money	money	NOUN
cana-3052	59	5	(	(	PUNCT
cana-3052	59	6	pleasure	pleasure	NOUN
cana-3052	59	7	)	)	PUNCT
cana-3052	59	8	abortion	abortion	NOUN
cana-3052	59	9	(	(	PUNCT
cana-3052	59	10	fear	fear	NOUN
cana-3052	59	11	and	and	CCONJ
cana-3052	59	12	grief	grief	NOUN
cana-3052	59	13	)	)	PUNCT
cana-3052	59	14	selection	selection	NOUN
cana-3052	59	15	(	(	PUNCT
cana-3052	59	16	positive	positive	ADJ
cana-3052	59	17	)	)	PUNCT
cana-3052	59	18	malignancy	malignancy	NOUN
cana-3052	59	19	(	(	PUNCT
cana-3052	59	20	fear	fear	NOUN
cana-3052	59	21	,	,	PUNCT
cana-3052	59	22	rage	rage	NOUN
cana-3052	59	23	,	,	PUNCT
cana-3052	59	24	contempt	contempt	NOUN
cana-3052	59	25	,	,	PUNCT
cana-3052	59	26	and	and	CCONJ
cana-3052	59	27	despair	despair	NOUN
cana-3052	59	28	)	)	PUNCT
cana-3052	59	29	.	.	PUNCT
cana-3052	60	1	jabreel	jabreel	PROPN
cana-3052	60	2	,	,	PUNCT
cana-3052	60	3	m.	m.	NOUN
cana-3052	60	4	,	,	PUNCT
cana-3052	60	5	and	and	CCONJ
cana-3052	60	6	moreno	moreno	PROPN
cana-3052	61	1	[	[	X
cana-3052	61	2	3	3	NUM
cana-3052	61	3	]	]	X
cana-3052	61	4	:	:	PUNCT
cana-3052	61	5	a	a	DET
cana-3052	61	6	novel	novel	ADJ
cana-3052	61	7	deep	deep	ADJ
cana-3052	61	8	learning	learning	NOUN
cana-3052	61	9	approach	approach	NOUN
cana-3052	61	10	to	to	ADP
cana-3052	61	11	multi	multi	ADJ
cana-3052	61	12	-	-	ADJ
cana-3052	61	13	label	label	ADJ
cana-3052	61	14	emotion	emotion	NOUN
cana-3052	61	15	for	for	ADP
cana-3052	61	16	multilabel	multilabel	NOUN
cana-3052	61	17	emotion	emotion	NOUN
cana-3052	61	18	prediction	prediction	NOUN
cana-3052	61	19	in	in	ADP
cana-3052	61	20	tweets	tweet	NOUN
cana-3052	61	21	of	of	ADP
cana-3052	61	22	your	your	PRON
cana-3052	61	23	application	application	NOUN
cana-3052	61	24	.	.	PUNCT
cana-3052	62	1	twitter	twitter	NOUN
cana-3052	62	2	's	's	PART
cana-3052	62	3	small	small	ADJ
cana-3052	62	4	size	size	NOUN
cana-3052	62	5	can	can	AUX
cana-3052	62	6	obscure	obscure	VERB
cana-3052	62	7	a	a	DET
cana-3052	62	8	vast	vast	ADJ
cana-3052	62	9	spectrum	spectrum	NOUN
cana-3052	62	10	of	of	ADP
cana-3052	62	11	human	human	ADJ
cana-3052	62	12	emotions	emotion	NOUN
cana-3052	62	13	in	in	ADP
cana-3052	62	14	the	the	DET
cana-3052	62	15	ever	ever	ADV
cana-3052	62	16	-	-	PUNCT
cana-3052	62	17	changing	change	VERB
cana-3052	62	18	world	world	NOUN
cana-3052	62	19	of	of	ADP
cana-3052	62	20	social	social	ADJ
cana-3052	62	21	media	medium	NOUN
cana-3052	62	22	.	.	PUNCT
cana-3052	63	1	jabreel	jabreel	PROPN
cana-3052	63	2	and	and	CCONJ
cana-3052	63	3	moreno	moreno	PROPN
cana-3052	63	4	's	's	PART
cana-3052	63	5	study	study	NOUN
cana-3052	63	6	,	,	PUNCT
cana-3052	63	7	"	"	PUNCT
cana-3052	63	8	a	a	DET
cana-3052	63	9	neural	neural	ADJ
cana-3052	63	10	learning	learning	NOUN
cana-3052	63	11	-	-	PUNCT
cana-3052	63	12	based	base	VERB
cana-3052	63	13	tactics	tactic	NOUN
cana-3052	63	14	:	:	PUNCT
cana-3052	63	15	multi	multi	ADJ
cana-3052	63	16	-	-	ADJ
cana-3052	63	17	label	label	ADJ
cana-3052	63	18	mood	mood	NOUN
cana-3052	63	19	interpretation	interpretation	NOUN
cana-3052	63	20	in	in	ADP
cana-3052	63	21	tweets	tweet	NOUN
cana-3052	63	22	conveyed	convey	VERB
cana-3052	63	23	,	,	PUNCT
cana-3052	63	24	"	"	PUNCT
cana-3052	63	25	goes	go	VERB
cana-3052	63	26	into	into	ADP
cana-3052	63	27	the	the	DET
cana-3052	63	28	difficult	difficult	ADJ
cana-3052	63	29	challenge	challenge	NOUN
cana-3052	63	30	of	of	ADP
cana-3052	63	31	knowing	know	VERB
cana-3052	63	32	and	and	CCONJ
cana-3052	63	33	categorising	categorise	VERB
cana-3052	63	34	many	many	ADJ
cana-3052	63	35	emotions	emotion	NOUN
cana-3052	63	36	sent	send	VERB
cana-3052	63	37	inside	inside	ADP
cana-3052	63	38	the	the	DET
cana-3052	63	39	confines	confine	NOUN
cana-3052	63	40	of	of	ADP
cana-3052	63	41	a	a	DET
cana-3052	63	42	single	single	ADJ
cana-3052	63	43	tweet	tweet	NOUN
cana-3052	63	44	.	.	PUNCT
cana-3052	64	1	the	the	DET
cana-3052	64	2	study	study	NOUN
cana-3052	64	3	's	's	PART
cana-3052	64	4	major	major	ADJ
cana-3052	64	5	goal	goal	NOUN
cana-3052	64	6	is	be	AUX
cana-3052	64	7	to	to	PART
cana-3052	64	8	apply	apply	VERB
cana-3052	64	9	deep	deep	ADJ
cana-3052	64	10	learning	learning	NOUN
cana-3052	64	11	approaches	approach	NOUN
cana-3052	64	12	to	to	PART
cana-3052	64	13	comprehend	comprehend	VERB
cana-3052	64	14	the	the	DET
cana-3052	64	15	complexities	complexity	NOUN
cana-3052	64	16	of	of	ADP
cana-3052	64	17	emotion	emotion	NOUN
cana-3052	64	18	categorization	categorization	NOUN
cana-3052	64	19	in	in	ADP
cana-3052	64	20	short	short	ADJ
cana-3052	64	21	-	-	PUNCT
cana-3052	64	22	form	form	NOUN
cana-3052	64	23	data	datum	NOUN
cana-3052	64	24	.	.	PUNCT
cana-3052	65	1	tweets	tweet	NOUN
cana-3052	65	2	are	be	AUX
cana-3052	65	3	inherently	inherently	ADV
cana-3052	65	4	inaccessible	inaccessible	ADJ
cana-3052	65	5	since	since	SCONJ
cana-3052	65	6	they	they	PRON
cana-3052	65	7	are	be	AUX
cana-3052	65	8	quick	quick	ADJ
cana-3052	65	9	and	and	CCONJ
cana-3052	65	10	informal	informal	ADJ
cana-3052	65	11	.	.	PUNCT
cana-3052	66	1	to	to	PART
cana-3052	66	2	solve	solve	VERB
cana-3052	66	3	this	this	PRON
cana-3052	66	4	,	,	PUNCT
cana-3052	66	5	the	the	DET
cana-3052	66	6	authors	author	NOUN
cana-3052	66	7	propose	propose	VERB
cana-3052	66	8	a	a	DET
cana-3052	66	9	revolutionary	revolutionary	ADJ
cana-3052	66	10	deep	deep	ADJ
cana-3052	66	11	-	-	PUNCT
cana-3052	66	12	learning	learn	VERB
cana-3052	66	13	technique	technique	NOUN
cana-3052	66	14	.	.	PUNCT
cana-3052	67	1	deep	deep	ADJ
cana-3052	67	2	learning	learning	NOUN
cana-3052	67	3	implies	imply	VERB
cana-3052	67	4	a	a	DET
cana-3052	67	5	departure	departure	NOUN
cana-3052	67	6	from	from	ADP
cana-3052	67	7	standard	standard	ADJ
cana-3052	67	8	methodologies	methodology	NOUN
cana-3052	67	9	,	,	PUNCT
cana-3052	67	10	meaning	mean	VERB
cana-3052	67	11	a	a	DET
cana-3052	67	12	reliance	reliance	NOUN
cana-3052	67	13	on	on	ADP
cana-3052	67	14	neural	neural	ADJ
cana-3052	67	15	network	network	NOUN
cana-3052	67	16	designs	design	NOUN
cana-3052	67	17	capable	capable	ADJ
cana-3052	67	18	of	of	ADP
cana-3052	67	19	extracting	extract	VERB
cana-3052	67	20	complicated	complicated	ADJ
cana-3052	67	21	patterns	pattern	NOUN
cana-3052	67	22	and	and	CCONJ
cana-3052	67	23	representations	representation	NOUN
cana-3052	67	24	from	from	ADP
cana-3052	67	25	enormous	enormous	ADJ
cana-3052	67	26	amounts	amount	NOUN
cana-3052	67	27	of	of	ADP
cana-3052	67	28	data	datum	NOUN
cana-3052	67	29	.	.	PUNCT
cana-3052	68	1	this	this	DET
cana-3052	68	2	technique	technique	NOUN
cana-3052	68	3	demonstrates	demonstrate	VERB
cana-3052	68	4	a	a	DET
cana-3052	68	5	commitment	commitment	NOUN
cana-3052	68	6	to	to	ADP
cana-3052	68	7	extracting	extract	VERB
cana-3052	68	8	delicate	delicate	ADJ
cana-3052	68	9	emotional	emotional	ADJ
cana-3052	68	10	undertones	undertone	NOUN
cana-3052	68	11	from	from	ADP
cana-3052	68	12	tweets	tweet	NOUN
cana-3052	68	13	'	'	PART
cana-3052	68	14	dynamic	dynamic	ADJ
cana-3052	68	15	and	and	CCONJ
cana-3052	68	16	context	context	NOUN
cana-3052	68	17	-	-	PUNCT
cana-3052	68	18	sensitive	sensitive	ADJ
cana-3052	68	19	vocabulary	vocabulary	NOUN
cana-3052	68	20	.	.	PUNCT
cana-3052	69	1	by	by	ADP
cana-3052	69	2	recognising	recognise	VERB
cana-3052	69	3	the	the	DET
cana-3052	69	4	complex	complex	ADJ
cana-3052	69	5	nature	nature	NOUN
cana-3052	69	6	of	of	ADP
cana-3052	69	7	human	human	ADJ
cana-3052	69	8	emotions	emotion	NOUN
cana-3052	69	9	that	that	PRON
cana-3052	69	10	can	can	AUX
cana-3052	69	11	coexist	coexist	VERB
cana-3052	69	12	inside	inside	ADP
cana-3052	69	13	a	a	DET
cana-3052	69	14	single	single	ADJ
cana-3052	69	15	expression	expression	NOUN
cana-3052	69	16	,	,	PUNCT
cana-3052	69	17	multi	multi	ADJ
cana-3052	69	18	-	-	ADJ
cana-3052	69	19	label	label	ADJ
cana-3052	69	20	classification	classification	NOUN
cana-3052	69	21	adds	add	VERB
cana-3052	69	22	another	another	DET
cana-3052	69	23	level	level	NOUN
cana-3052	69	24	of	of	ADP
cana-3052	69	25	complication	complication	NOUN
cana-3052	69	26	.	.	PUNCT
cana-3052	70	1	the	the	DET
cana-3052	70	2	authors	author	NOUN
cana-3052	70	3	,	,	PUNCT
cana-3052	70	4	jabreel	jabreel	PROPN
cana-3052	70	5	and	and	CCONJ
cana-3052	70	6	moreno	moreno	PROPN
cana-3052	70	7	,	,	PUNCT
cana-3052	70	8	add	add	VERB
cana-3052	70	9	a	a	DET
cana-3052	70	10	layer	layer	NOUN
cana-3052	70	11	of	of	ADP
cana-3052	70	12	granularity	granularity	NOUN
cana-3052	70	13	to	to	ADP
cana-3052	70	14	the	the	DET
cana-3052	70	15	research	research	NOUN
cana-3052	70	16	by	by	ADP
cana-3052	70	17	using	use	VERB
cana-3052	70	18	advanced	advanced	ADJ
cana-3052	70	19	models	model	NOUN
cana-3052	70	20	that	that	PRON
cana-3052	70	21	can	can	AUX
cana-3052	70	22	assign	assign	VERB
cana-3052	70	23	numerous	numerous	ADJ
cana-3052	70	24	emotion	emotion	NOUN
cana-3052	70	25	categories	category	NOUN
cana-3052	70	26	to	to	ADP
cana-3052	70	27	a	a	DET
cana-3052	70	28	single	single	ADJ
cana-3052	70	29	tweet	tweet	NOUN
cana-3052	70	30	,	,	PUNCT
cana-3052	70	31	thereby	thereby	ADV
cana-3052	70	32	navigating	navigate	VERB
cana-3052	70	33	this	this	DET
cana-3052	70	34	complexity	complexity	NOUN
cana-3052	70	35	.	.	PUNCT
cana-3052	71	1	the	the	DET
cana-3052	71	2	widespread	widespread	ADJ
cana-3052	71	3	impact	impact	NOUN
cana-3052	71	4	of	of	ADP
cana-3052	71	5	social	social	ADJ
cana-3052	71	6	media	medium	NOUN
cana-3052	71	7	on	on	ADP
cana-3052	71	8	public	public	ADJ
cana-3052	71	9	opinion	opinion	NOUN
cana-3052	71	10	and	and	CCONJ
cana-3052	71	11	discourse	discourse	NOUN
cana-3052	71	12	highlights	highlight	NOUN
cana-3052	71	13	the	the	DET
cana-3052	71	14	study	study	NOUN
cana-3052	71	15	's	's	PART
cana-3052	71	16	relevance	relevance	NOUN
cana-3052	71	17	.	.	PUNCT
cana-3052	72	1	beyond	beyond	ADP
cana-3052	72	2	sentiment	sentiment	NOUN
cana-3052	72	3	analysis	analysis	NOUN
cana-3052	72	4	,	,	PUNCT
cana-3052	72	5	understanding	understand	VERB
cana-3052	72	6	the	the	DET
cana-3052	72	7	emotional	emotional	ADJ
cana-3052	72	8	landscape	landscape	NOUN
cana-3052	72	9	of	of	ADP
cana-3052	72	10	tweets	tweet	NOUN
cana-3052	72	11	entails	entail	VERB
cana-3052	72	12	a	a	DET
cana-3052	72	13	more	more	ADV
cana-3052	72	14	nuanced	nuanced	ADJ
cana-3052	72	15	representation	representation	NOUN
cana-3052	72	16	of	of	ADP
cana-3052	72	17	human	human	ADJ
cana-3052	72	18	feelings	feeling	NOUN
cana-3052	72	19	and	and	CCONJ
cana-3052	72	20	reactions	reaction	NOUN
cana-3052	72	21	.	.	PUNCT
cana-3052	73	1	although	although	SCONJ
cana-3052	73	2	the	the	DET
cana-3052	73	3	paper	paper	NOUN
cana-3052	73	4	's	's	PART
cana-3052	73	5	title	title	NOUN
cana-3052	73	6	suggests	suggest	VERB
cana-3052	73	7	a	a	DET
cana-3052	73	8	deep	deep	ADJ
cana-3052	73	9	learningbased	learningbase	VERB
cana-3052	73	10	methodology	methodology	NOUN
cana-3052	73	11	,	,	PUNCT
cana-3052	73	12	further	further	ADJ
cana-3052	73	13	research	research	NOUN
cana-3052	73	14	has	have	VERB
cana-3052	73	15	to	to	PART
cana-3052	73	16	be	be	AUX
cana-3052	73	17	done	do	VERB
cana-3052	73	18	on	on	ADP
cana-3052	73	19	the	the	DET
cana-3052	73	20	precise	precise	ADJ
cana-3052	73	21	model	model	NOUN
cana-3052	73	22	architecture	architecture	NOUN
cana-3052	73	23	,	,	PUNCT
cana-3052	73	24	training	training	NOUN
cana-3052	73	25	set	set	NOUN
cana-3052	73	26	,	,	PUNCT
cana-3052	73	27	and	and	CCONJ
cana-3052	73	28	assessment	assessment	NOUN
cana-3052	73	29	measures	measure	NOUN
cana-3052	73	30	used	use	VERB
cana-3052	73	31	.	.	PUNCT
cana-3052	74	1	by	by	ADP
cana-3052	74	2	offering	offer	VERB
cana-3052	74	3	insights	insight	NOUN
cana-3052	74	4	into	into	ADP
cana-3052	74	5	the	the	DET
cana-3052	74	6	resilience	resilience	NOUN
cana-3052	74	7	and	and	CCONJ
cana-3052	74	8	applicability	applicability	NOUN
cana-3052	74	9	of	of	ADP
cana-3052	74	10	the	the	DET
cana-3052	74	11	suggested	suggest	VERB
cana-3052	74	12	communications	communication	NOUN
cana-3052	74	13	on	on	ADP
cana-3052	74	14	applied	apply	VERB
cana-3052	74	15	nonlinear	nonlinear	ADJ
cana-3052	74	16	analysis	analysis	NOUN
cana-3052	74	17	issn	issn	NOUN
cana-3052	74	18	:	:	PUNCT
cana-3052	74	19	1074	1074	NUM
cana-3052	74	20	-	-	PUNCT
cana-3052	74	21	133x	133x	NUM
cana-3052	74	22	vol	vol	NOUN
cana-3052	74	23	32	32	NUM
cana-3052	74	24	no	no	NOUN
cana-3052	74	25	.	.	PUNCT
cana-3052	75	1	5s	5s	NUM
cana-3052	75	2	(	(	PUNCT
cana-3052	75	3	2025	2025	NUM
cana-3052	75	4	)	)	PUNCT
cana-3052	75	5	256	256	NUM
cana-3052	75	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	75	7	methodology	methodology	NOUN
cana-3052	75	8	,	,	PUNCT
cana-3052	75	9	a	a	DET
cana-3052	75	10	thorough	thorough	ADJ
cana-3052	75	11	explanation	explanation	NOUN
cana-3052	75	12	of	of	ADP
cana-3052	75	13	these	these	DET
cana-3052	75	14	components	component	NOUN
cana-3052	75	15	would	would	AUX
cana-3052	75	16	strengthen	strengthen	VERB
cana-3052	75	17	the	the	DET
cana-3052	75	18	paper	paper	NOUN
cana-3052	75	19	's	's	PART
cana-3052	75	20	contribution	contribution	NOUN
cana-3052	75	21	.	.	PUNCT
cana-3052	76	1	conclusively	conclusively	ADV
cana-3052	76	2	,	,	PUNCT
cana-3052	76	3	the	the	DET
cana-3052	76	4	paper	paper	NOUN
cana-3052	76	5	by	by	ADP
cana-3052	76	6	jabreel	jabreel	PROPN
cana-3052	76	7	and	and	CCONJ
cana-3052	76	8	moreno	moreno	PROPN
cana-3052	76	9	is	be	AUX
cana-3052	76	10	a	a	DET
cana-3052	76	11	promising	promising	ADJ
cana-3052	76	12	investigation	investigation	NOUN
cana-3052	76	13	into	into	ADP
cana-3052	76	14	the	the	DET
cana-3052	76	15	field	field	NOUN
cana-3052	76	16	of	of	ADP
cana-3052	76	17	multilabel	multilabel	NOUN
cana-3052	76	18	emotion	emotion	NOUN
cana-3052	76	19	categorization	categorization	NOUN
cana-3052	76	20	in	in	ADP
cana-3052	76	21	tweets	tweet	NOUN
cana-3052	76	22	,	,	PUNCT
cana-3052	76	23	situated	situate	VERB
cana-3052	76	24	at	at	ADP
cana-3052	76	25	the	the	DET
cana-3052	76	26	nexus	nexus	NOUN
cana-3052	76	27	of	of	ADP
cana-3052	76	28	artificial	artificial	ADJ
cana-3052	76	29	intelligence	intelligence	NOUN
cana-3052	76	30	and	and	CCONJ
cana-3052	76	31	social	social	ADJ
cana-3052	76	32	sciences	science	NOUN
cana-3052	76	33	.	.	PUNCT
cana-3052	77	1	the	the	DET
cana-3052	77	2	capacity	capacity	NOUN
cana-3052	77	3	to	to	PART
cana-3052	77	4	interpret	interpret	VERB
cana-3052	77	5	complex	complex	ADJ
cana-3052	77	6	emotional	emotional	ADJ
cana-3052	77	7	expressions	expression	NOUN
cana-3052	77	8	has	have	VERB
cana-3052	77	9	significance	significance	NOUN
cana-3052	77	10	for	for	ADP
cana-3052	77	11	a	a	DET
cana-3052	77	12	variety	variety	NOUN
cana-3052	77	13	of	of	ADP
cana-3052	77	14	sectors	sector	NOUN
cana-3052	77	15	,	,	PUNCT
cana-3052	77	16	including	include	VERB
cana-3052	77	17	marketing	marketing	NOUN
cana-3052	77	18	and	and	CCONJ
cana-3052	77	19	mental	mental	ADJ
cana-3052	77	20	health	health	NOUN
cana-3052	77	21	research	research	NOUN
cana-3052	77	22	,	,	PUNCT
cana-3052	77	23	as	as	SCONJ
cana-3052	77	24	social	social	ADJ
cana-3052	77	25	media	medium	NOUN
cana-3052	77	26	continues	continue	VERB
cana-3052	77	27	to	to	PART
cana-3052	77	28	be	be	AUX
cana-3052	77	29	a	a	DET
cana-3052	77	30	ubiquitous	ubiquitous	ADJ
cana-3052	77	31	communication	communication	NOUN
cana-3052	77	32	medium	medium	NOUN
cana-3052	77	33	.	.	PUNCT
cana-3052	78	1	the	the	DET
cana-3052	78	2	paper	paper	NOUN
cana-3052	78	3	makes	make	VERB
cana-3052	78	4	a	a	DET
cana-3052	78	5	significant	significant	ADJ
cana-3052	78	6	contribution	contribution	NOUN
cana-3052	78	7	to	to	ADP
cana-3052	78	8	the	the	DET
cana-3052	78	9	changing	change	VERB
cana-3052	78	10	field	field	NOUN
cana-3052	78	11	of	of	ADP
cana-3052	78	12	sentiment	sentiment	NOUN
cana-3052	78	13	analysis	analysis	NOUN
cana-3052	78	14	in	in	ADP
cana-3052	78	15	the	the	DET
cana-3052	78	16	digital	digital	ADJ
cana-3052	78	17	era	era	NOUN
cana-3052	78	18	because	because	SCONJ
cana-3052	78	19	of	of	ADP
cana-3052	78	20	its	its	PRON
cana-3052	78	21	ability	ability	NOUN
cana-3052	78	22	to	to	PART
cana-3052	78	23	illuminate	illuminate	VERB
cana-3052	78	24	the	the	DET
cana-3052	78	25	complex	complex	ADJ
cana-3052	78	26	emotional	emotional	ADJ
cana-3052	78	27	fabric	fabric	NOUN
cana-3052	78	28	of	of	ADP
cana-3052	78	29	tweets	tweet	NOUN
cana-3052	78	30	.	.	PUNCT
cana-3052	79	1	table	table	NOUN
cana-3052	79	2	2	2	NUM
cana-3052	79	3	.	.	PUNCT
cana-3052	80	1	our	our	PRON
cana-3052	80	2	system	system	NOUN
cana-3052	80	3	's	's	PART
cana-3052	80	4	results	result	NOUN
cana-3052	80	5	are	be	AUX
cana-3052	80	6	compared	compare	VERB
cana-3052	80	7	to	to	ADP
cana-3052	80	8	cutting	cut	VERB
cana-3052	80	9	-	-	PUNCT
cana-3052	80	10	edge	edge	NOUN
cana-3052	80	11	systems	system	NOUN
cana-3052	80	12	.	.	PUNCT
cana-3052	81	1	the	the	DET
cana-3052	81	2	greatest	great	ADJ
cana-3052	81	3	values	value	NOUN
cana-3052	81	4	are	be	AUX
cana-3052	81	5	underlined	underline	VERB
cana-3052	81	6	in	in	ADP
cana-3052	81	7	bold	bold	PROPN
cana-3052	81	8	.	.	PUNCT
cana-3052	82	1	model	model	PROPN
cana-3052	82	2	accuracy	accuracy	PROPN
cana-3052	82	3	micro	micro	PROPN
cana-3052	82	4	f1	f1	PROPN
cana-3052	82	5	macro	macro	ADJ
cana-3052	82	6	f1	f1	PROPN
cana-3052	82	7	the	the	DET
cana-3052	82	8	broadcasting	broadcasting	NOUN
cana-3052	82	9	network	network	NOUN
cana-3052	82	10	(	(	PUNCT
cana-3052	82	11	our	our	PRON
cana-3052	82	12	system	system	NOUN
cana-3052	82	13	)	)	PUNCT
cana-3052	82	14	0.590	0.590	NUM
cana-3052	82	15	0.692	0.692	NUM
cana-3052	82	16	0.564	0.564	NUM
cana-3052	82	17	svm	svm	NOUN
cana-3052	82	18	-	-	PUNCT
cana-3052	82	19	unigrams	unigrams	ADP
cana-3052	82	20	0.442	0.442	NUM
cana-3052	82	21	0.57	0.57	NUM
cana-3052	82	22	0.443	0.443	NUM
cana-3052	82	23	transformation	transformation	NOUN
cana-3052	82	24	0.577	0.577	NUM
cana-3052	82	25	0.690	0.690	NUM
cana-3052	82	26	0.561	0.561	NUM
cana-3052	82	27	ntua	ntua	NOUN
cana-3052	82	28	-	-	PUNCT
cana-3052	82	29	slp	slp	PROPN
cana-3052	82	30	0.588	0.588	NUM
cana-3052	82	31	0.701	0.701	NUM
cana-3052	82	32	0.528	0.528	NUM
cana-3052	82	33	tcs	tcs	NOUN
cana-3052	82	34	0.582	0.582	NUM
cana-3052	82	35	0.693	0.693	NUM
cana-3052	82	36	0.530	0.530	NUM
cana-3052	82	37	plusemo2vec	plusemo2vec	ADP
cana-3052	82	38	0.576	0.576	NUM
cana-3052	82	39	0.692	0.692	NUM
cana-3052	82	40	0.497	0.497	NUM
cana-3052	82	41	fig	fig	NOUN
cana-3052	82	42	.	.	PUNCT
cana-3052	83	1	2	2	X
cana-3052	83	2	.	.	X
cana-3052	83	3	performance	performance	NOUN
cana-3052	83	4	analysis	analysis	NOUN
cana-3052	83	5	[	[	X
cana-3052	83	6	3	3	NUM
cana-3052	83	7	]	]	PUNCT
cana-3052	83	8	.	.	PUNCT
cana-3052	84	1	junli	junli	PROPN
cana-3052	84	2	liu	liu	PROPN
cana-3052	84	3	and	and	CCONJ
cana-3052	84	4	haoyuan	haoyuan	PROPN
cana-3052	84	5	wang	wang	PROPN
cana-3052	85	1	[	[	X
cana-3052	85	2	4	4	X
cana-3052	85	3	]	]	PUNCT
cana-3052	85	4	devised	devise	VERB
cana-3052	85	5	an	an	DET
cana-3052	85	6	algorithm	algorithm	NOUN
cana-3052	85	7	for	for	ADP
cana-3052	85	8	analyzing	analyze	VERB
cana-3052	85	9	deep	deep	ADJ
cana-3052	85	10	learning	learning	NOUN
cana-3052	85	11	and	and	CCONJ
cana-3052	85	12	computational	computational	ADJ
cana-3052	85	13	intelligence	intelligence	NOUN
cana-3052	85	14	optimisation	optimisation	NOUN
cana-3052	85	15	are	be	AUX
cana-3052	85	16	used	use	VERB
cana-3052	85	17	to	to	PART
cana-3052	85	18	educate	educate	VERB
cana-3052	85	19	people	people	NOUN
cana-3052	85	20	about	about	ADP
cana-3052	85	21	mental	mental	ADJ
cana-3052	85	22	health	health	NOUN
cana-3052	85	23	and	and	CCONJ
cana-3052	85	24	emotions	emotion	NOUN
cana-3052	85	25	.	.	PUNCT
cana-3052	86	1	in	in	ADP
cana-3052	86	2	this	this	DET
cana-3052	86	3	groundbreaking	groundbreake	VERB
cana-3052	86	4	work	work	NOUN
cana-3052	86	5	,	,	PUNCT
cana-3052	86	6	liu	liu	PROPN
cana-3052	86	7	and	and	CCONJ
cana-3052	86	8	wang	wang	PROPN
cana-3052	86	9	investigate	investigate	VERB
cana-3052	86	10	the	the	DET
cana-3052	86	11	fields	field	NOUN
cana-3052	86	12	of	of	ADP
cana-3052	86	13	pedagogical	pedagogical	ADJ
cana-3052	86	14	psychological	psychological	ADJ
cana-3052	86	15	wellness	wellness	NOUN
cana-3052	86	16	and	and	CCONJ
cana-3052	86	17	evaluation	evaluation	NOUN
cana-3052	86	18	of	of	ADP
cana-3052	86	19	emotions	emotion	NOUN
cana-3052	86	20	using	use	VERB
cana-3052	86	21	cutting	cut	VERB
cana-3052	86	22	-	-	PUNCT
cana-3052	86	23	edge	edge	NOUN
cana-3052	86	24	technologies	technology	NOUN
cana-3052	86	25	such	such	ADJ
cana-3052	86	26	as	as	ADP
cana-3052	86	27	deep	deep	ADJ
cana-3052	86	28	learning	learning	NOUN
cana-3052	86	29	and	and	CCONJ
cana-3052	86	30	computational	computational	ADJ
cana-3052	86	31	intelligence	intelligence	NOUN
cana-3052	86	32	optimization	optimization	NOUN
cana-3052	86	33	.	.	PUNCT
cana-3052	87	1	the	the	DET
cana-3052	87	2	paper	paper	NOUN
cana-3052	87	3	's	's	PART
cana-3052	87	4	purpose	purpose	NOUN
cana-3052	87	5	is	be	AUX
cana-3052	87	6	to	to	PART
cana-3052	87	7	actively	actively	ADV
cana-3052	87	8	improve	improve	VERB
cana-3052	87	9	students	student	NOUN
cana-3052	87	10	'	'	PART
cana-3052	87	11	emotional	emotional	ADJ
cana-3052	87	12	well	well	ADV
cana-3052	87	13	-	-	PUNCT
cana-3052	87	14	being	being	NOUN
cana-3052	87	15	in	in	ADP
cana-3052	87	16	educational	educational	ADJ
cana-3052	87	17	environments	environment	NOUN
cana-3052	87	18	by	by	ADP
cana-3052	87	19	better	well	ADJ
cana-3052	87	20	understanding	understand	VERB
cana-3052	87	21	them	they	PRON
cana-3052	87	22	.	.	PUNCT
cana-3052	88	1	a	a	DET
cana-3052	88	2	break	break	NOUN
cana-3052	88	3	from	from	ADP
cana-3052	88	4	conventional	conventional	ADJ
cana-3052	88	5	approaches	approach	NOUN
cana-3052	88	6	is	be	AUX
cana-3052	88	7	shown	show	VERB
cana-3052	88	8	by	by	ADP
cana-3052	88	9	the	the	DET
cana-3052	88	10	deep	deep	ADJ
cana-3052	88	11	learning	learning	NOUN
cana-3052	88	12	component	component	NOUN
cana-3052	88	13	,	,	PUNCT
cana-3052	88	14	which	which	PRON
cana-3052	88	15	highlights	highlight	VERB
cana-3052	88	16	the	the	DET
cana-3052	88	17	authors	author	NOUN
cana-3052	88	18	'	'	PART
cana-3052	88	19	dedication	dedication	NOUN
cana-3052	88	20	to	to	ADP
cana-3052	88	21	deciphering	decipher	VERB
cana-3052	88	22	the	the	DET
cana-3052	88	23	intricate	intricate	ADJ
cana-3052	88	24	patterns	pattern	NOUN
cana-3052	88	25	present	present	ADJ
cana-3052	88	26	in	in	ADP
cana-3052	88	27	the	the	DET
cana-3052	88	28	emotional	emotional	ADJ
cana-3052	88	29	dynamics	dynamic	NOUN
cana-3052	88	30	of	of	ADP
cana-3052	88	31	learning	learn	VERB
cana-3052	88	32	environments	environment	NOUN
cana-3052	88	33	.	.	PUNCT
cana-3052	89	1	the	the	DET
cana-3052	89	2	goal	goal	NOUN
cana-3052	89	3	of	of	ADP
cana-3052	89	4	the	the	DET
cana-3052	89	5	project	project	NOUN
cana-3052	89	6	is	be	AUX
cana-3052	89	7	to	to	PART
cana-3052	89	8	find	find	VERB
cana-3052	89	9	hidden	hidden	ADJ
cana-3052	89	10	dependencies	dependency	NOUN
cana-3052	89	11	and	and	CCONJ
cana-3052	89	12	correlations	correlation	NOUN
cana-3052	89	13	that	that	PRON
cana-3052	89	14	may	may	AUX
cana-3052	89	15	have	have	VERB
cana-3052	89	16	an	an	DET
cana-3052	89	17	impact	impact	NOUN
cana-3052	89	18	on	on	ADP
cana-3052	89	19	mental	mental	ADJ
cana-3052	89	20	health	health	NOUN
cana-3052	89	21	outcomes	outcome	NOUN
cana-3052	89	22	by	by	ADP
cana-3052	89	23	utilising	utilise	VERB
cana-3052	89	24	deep	deep	ADJ
cana-3052	89	25	learning	learning	NOUN
cana-3052	89	26	techniques	technique	NOUN
cana-3052	89	27	.	.	PUNCT
cana-3052	90	1	a	a	DET
cana-3052	90	2	noteworthy	noteworthy	ADJ
cana-3052	90	3	feature	feature	NOUN
cana-3052	90	4	of	of	ADP
cana-3052	90	5	the	the	DET
cana-3052	90	6	study	study	NOUN
cana-3052	90	7	is	be	AUX
cana-3052	90	8	the	the	DET
cana-3052	90	9	application	application	NOUN
cana-3052	90	10	of	of	ADP
cana-3052	90	11	computational	computational	ADJ
cana-3052	90	12	intelligence	intelligence	NOUN
cana-3052	90	13	optimisation	optimisation	NOUN
cana-3052	90	14	,	,	PUNCT
cana-3052	90	15	indicating	indicate	VERB
cana-3052	90	16	a	a	DET
cana-3052	90	17	proactive	proactive	ADJ
cana-3052	90	18	strategy	strategy	NOUN
cana-3052	90	19	to	to	PART
cana-3052	90	20	actively	actively	ADV
cana-3052	90	21	improve	improve	VERB
cana-3052	90	22	the	the	DET
cana-3052	90	23	learning	learn	VERB
cana-3052	90	24	environment	environment	NOUN
cana-3052	90	25	by	by	ADP
cana-3052	90	26	actively	actively	ADV
cana-3052	90	27	analysing	analyse	VERB
cana-3052	90	28	it	it	PRON
cana-3052	90	29	using	use	VERB
cana-3052	90	30	emotional	emotional	ADJ
cana-3052	90	31	insights	insight	NOUN
cana-3052	90	32	.	.	PUNCT
cana-3052	91	1	the	the	DET
cana-3052	91	2	study	study	NOUN
cana-3052	91	3	is	be	AUX
cana-3052	91	4	at	at	ADP
cana-3052	91	5	the	the	DET
cana-3052	91	6	forefront	forefront	NOUN
cana-3052	91	7	of	of	ADP
cana-3052	91	8	efforts	effort	NOUN
cana-3052	91	9	to	to	PART
cana-3052	91	10	develop	develop	VERB
cana-3052	91	11	emotionally	emotionally	ADV
cana-3052	91	12	intelligent	intelligent	ADJ
cana-3052	91	13	and	and	CCONJ
cana-3052	91	14	adaptive	adaptive	ADJ
cana-3052	91	15	educational	educational	ADJ
cana-3052	91	16	environments	environment	NOUN
cana-3052	91	17	because	because	SCONJ
cana-3052	91	18	of	of	ADP
cana-3052	91	19	its	its	PRON
cana-3052	91	20	twin	twin	ADJ
cana-3052	91	21	focus	focus	NOUN
cana-3052	91	22	on	on	ADP
cana-3052	91	23	understanding	understanding	NOUN
cana-3052	91	24	and	and	CCONJ
cana-3052	91	25	optimisation	optimisation	NOUN
cana-3052	91	26	.	.	PUNCT
cana-3052	92	1	although	although	SCONJ
cana-3052	92	2	the	the	DET
cana-3052	92	3	title	title	NOUN
cana-3052	92	4	piques	pique	VERB
cana-3052	92	5	interest	interest	NOUN
cana-3052	92	6	,	,	PUNCT
cana-3052	92	7	more	more	ADJ
cana-3052	92	8	information	information	NOUN
cana-3052	92	9	is	be	AUX
cana-3052	92	10	still	still	ADV
cana-3052	92	11	to	to	PART
cana-3052	92	12	come	come	VERB
cana-3052	92	13	about	about	ADP
cana-3052	92	14	the	the	DET
cana-3052	92	15	deep	deep	ADJ
cana-3052	92	16	learning	learning	NOUN
cana-3052	92	17	architectures	architecture	NOUN
cana-3052	92	18	and	and	CCONJ
cana-3052	92	19	computational	computational	ADJ
cana-3052	92	20	intelligence	intelligence	NOUN
cana-3052	92	21	optimisation	optimisation	NOUN
cana-3052	92	22	approaches	approach	NOUN
cana-3052	92	23	used	use	VERB
cana-3052	92	24	.	.	PUNCT
cana-3052	93	1	the	the	DET
cana-3052	93	2	study	study	NOUN
cana-3052	93	3	would	would	AUX
cana-3052	93	4	benefit	benefit	VERB
cana-3052	93	5	from	from	ADP
cana-3052	93	6	a	a	DET
cana-3052	93	7	more	more	ADV
cana-3052	93	8	thorough	thorough	ADJ
cana-3052	93	9	explanation	explanation	NOUN
cana-3052	93	10	of	of	ADP
cana-3052	93	11	these	these	DET
cana-3052	93	12	approaches	approach	NOUN
cana-3052	93	13	,	,	PUNCT
cana-3052	93	14	which	which	PRON
cana-3052	93	15	would	would	AUX
cana-3052	93	16	communications	communication	NOUN
cana-3052	93	17	on	on	ADP
cana-3052	93	18	applied	apply	VERB
cana-3052	93	19	nonlinear	nonlinear	ADJ
cana-3052	93	20	analysis	analysis	NOUN
cana-3052	93	21	issn	issn	NOUN
cana-3052	93	22	:	:	PUNCT
cana-3052	93	23	1074	1074	NUM
cana-3052	93	24	-	-	PUNCT
cana-3052	93	25	133x	133x	NUM
cana-3052	93	26	vol	vol	NOUN
cana-3052	93	27	32	32	NUM
cana-3052	93	28	no	no	NOUN
cana-3052	93	29	.	.	PUNCT
cana-3052	94	1	5s	5s	NUM
cana-3052	94	2	(	(	PUNCT
cana-3052	94	3	2025	2025	NUM
cana-3052	94	4	)	)	PUNCT
cana-3052	94	5	257	257	NUM
cana-3052	95	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	95	2	provide	provide	VERB
cana-3052	95	3	insight	insight	NOUN
cana-3052	95	4	into	into	ADP
cana-3052	95	5	the	the	DET
cana-3052	95	6	viability	viability	NOUN
cana-3052	95	7	and	and	CCONJ
cana-3052	95	8	relevance	relevance	NOUN
cana-3052	95	9	of	of	ADP
cana-3052	95	10	the	the	DET
cana-3052	95	11	suggested	suggest	VERB
cana-3052	95	12	course	course	NOUN
cana-3052	95	13	of	of	ADP
cana-3052	95	14	action	action	NOUN
cana-3052	95	15	.	.	PUNCT
cana-3052	96	1	modernise	modernise	VERB
cana-3052	96	2	teaching	teaching	NOUN
cana-3052	96	3	methods	method	NOUN
cana-3052	96	4	by	by	ADP
cana-3052	96	5	putting	put	VERB
cana-3052	96	6	students	student	NOUN
cana-3052	96	7	'	'	PART
cana-3052	96	8	and	and	CCONJ
cana-3052	96	9	teachers	teacher	NOUN
cana-3052	96	10	'	'	PART
cana-3052	96	11	mental	mental	ADJ
cana-3052	96	12	health	health	NOUN
cana-3052	96	13	and	and	CCONJ
cana-3052	96	14	emotional	emotional	ADJ
cana-3052	96	15	experiences	experience	NOUN
cana-3052	96	16	first	first	ADV
cana-3052	96	17	,	,	PUNCT
cana-3052	96	18	going	go	VERB
cana-3052	96	19	beyond	beyond	ADP
cana-3052	96	20	traditional	traditional	ADJ
cana-3052	96	21	measures	measure	NOUN
cana-3052	96	22	.	.	PUNCT
cana-3052	97	1	the	the	DET
cana-3052	97	2	growing	grow	VERB
cana-3052	97	3	awareness	awareness	NOUN
cana-3052	97	4	among	among	ADP
cana-3052	97	5	educational	educational	ADJ
cana-3052	97	6	institutions	institution	NOUN
cana-3052	97	7	of	of	ADP
cana-3052	97	8	the	the	DET
cana-3052	97	9	correlation	correlation	NOUN
cana-3052	97	10	between	between	ADP
cana-3052	97	11	emotional	emotional	ADJ
cana-3052	97	12	health	health	NOUN
cana-3052	97	13	and	and	CCONJ
cana-3052	97	14	academic	academic	ADJ
cana-3052	97	15	achievement	achievement	NOUN
cana-3052	97	16	makes	make	VERB
cana-3052	97	17	the	the	DET
cana-3052	97	18	incorporation	incorporation	NOUN
cana-3052	97	19	of	of	ADP
cana-3052	97	20	deep	deep	ADJ
cana-3052	97	21	learning	learning	NOUN
cana-3052	97	22	and	and	CCONJ
cana-3052	97	23	computational	computational	ADJ
cana-3052	97	24	intelligence	intelligence	NOUN
cana-3052	97	25	an	an	DET
cana-3052	97	26	essential	essential	ADJ
cana-3052	97	27	pathway	pathway	NOUN
cana-3052	97	28	towards	towards	ADP
cana-3052	97	29	constructive	constructive	ADJ
cana-3052	97	30	transformation	transformation	NOUN
cana-3052	97	31	.	.	PUNCT
cana-3052	98	1	to	to	PART
cana-3052	98	2	conclude	conclude	VERB
cana-3052	98	3	,	,	PUNCT
cana-3052	98	4	the	the	DET
cana-3052	98	5	research	research	NOUN
cana-3052	98	6	by	by	ADP
cana-3052	98	7	junli	junli	PROPN
cana-3052	98	8	liu	liu	PROPN
cana-3052	98	9	and	and	CCONJ
cana-3052	98	10	haoyuan	haoyuan	PROPN
cana-3052	98	11	wang	wang	PROPN
cana-3052	98	12	represents	represent	VERB
cana-3052	98	13	a	a	DET
cana-3052	98	14	groundbreaking	groundbreake	VERB
cana-3052	98	15	endeavour	endeavour	NOUN
cana-3052	98	16	to	to	PART
cana-3052	98	17	integrate	integrate	VERB
cana-3052	98	18	technology	technology	NOUN
cana-3052	98	19	,	,	PUNCT
cana-3052	98	20	emotion	emotion	NOUN
cana-3052	98	21	analysis	analysis	NOUN
cana-3052	98	22	,	,	PUNCT
cana-3052	98	23	and	and	CCONJ
cana-3052	98	24	teaching	teaching	NOUN
cana-3052	98	25	.	.	PUNCT
cana-3052	99	1	in	in	ADP
cana-3052	99	2	addition	addition	NOUN
cana-3052	99	3	to	to	ADP
cana-3052	99	4	offering	offer	VERB
cana-3052	99	5	a	a	DET
cana-3052	99	6	sophisticated	sophisticated	ADJ
cana-3052	99	7	understanding	understanding	NOUN
cana-3052	99	8	of	of	ADP
cana-3052	99	9	emotional	emotional	ADJ
cana-3052	99	10	dynamics	dynamic	NOUN
cana-3052	99	11	,	,	PUNCT
cana-3052	99	12	the	the	DET
cana-3052	99	13	nexus	nexus	NOUN
cana-3052	99	14	of	of	ADP
cana-3052	99	15	deep	deep	ADJ
cana-3052	99	16	learning	learning	NOUN
cana-3052	99	17	and	and	CCONJ
cana-3052	99	18	computational	computational	ADJ
cana-3052	99	19	intelligence	intelligence	NOUN
cana-3052	99	20	optimisation	optimisation	NOUN
cana-3052	99	21	also	also	ADV
cana-3052	99	22	offers	offer	VERB
cana-3052	99	23	practical	practical	ADJ
cana-3052	99	24	insights	insight	NOUN
cana-3052	99	25	for	for	ADP
cana-3052	99	26	creating	create	VERB
cana-3052	99	27	nurturing	nurture	VERB
cana-3052	99	28	and	and	CCONJ
cana-3052	99	29	flexible	flexible	ADJ
cana-3052	99	30	learning	learning	NOUN
cana-3052	99	31	environments	environment	NOUN
cana-3052	99	32	.	.	PUNCT
cana-3052	100	1	we	we	PRON
cana-3052	100	2	look	look	VERB
cana-3052	100	3	forward	forward	ADV
cana-3052	100	4	to	to	ADP
cana-3052	100	5	delving	delve	VERB
cana-3052	100	6	deeper	deeply	ADV
cana-3052	100	7	into	into	ADP
cana-3052	100	8	the	the	DET
cana-3052	100	9	techniques	technique	NOUN
cana-3052	100	10	used	use	VERB
cana-3052	100	11	to	to	PART
cana-3052	100	12	reveal	reveal	VERB
cana-3052	100	13	the	the	DET
cana-3052	100	14	potentially	potentially	ADV
cana-3052	100	15	revolutionary	revolutionary	ADJ
cana-3052	100	16	nature	nature	NOUN
cana-3052	100	17	of	of	ADP
cana-3052	100	18	this	this	DET
cana-3052	100	19	multidisciplinary	multidisciplinary	ADJ
cana-3052	100	20	research	research	NOUN
cana-3052	100	21	fully	fully	ADV
cana-3052	100	22	.	.	PUNCT
cana-3052	101	1	fig	fig	NOUN
cana-3052	101	2	.	.	PUNCT
cana-3052	102	1	3	3	X
cana-3052	102	2	.	.	X
cana-3052	102	3	results	result	NOUN
cana-3052	102	4	of	of	ADP
cana-3052	102	5	different	different	ADJ
cana-3052	102	6	fusion	fusion	NOUN
cana-3052	102	7	data	datum	NOUN
cana-3052	102	8	[	[	X
cana-3052	102	9	4	4	NUM
cana-3052	102	10	]	]	PUNCT
cana-3052	102	11	.	.	PUNCT
cana-3052	103	1	ana	ana	PROPN
cana-3052	103	2	-	-	PUNCT
cana-3052	103	3	sabina	sabina	PROPN
cana-3052	103	4	uban	uban	NOUN
cana-3052	103	5	[	[	X
cana-3052	103	6	5	5	NUM
cana-3052	103	7	]	]	PUNCT
cana-3052	103	8	advocated	advocate	VERB
cana-3052	103	9	using	use	VERB
cana-3052	103	10	using	use	VERB
cana-3052	103	11	publicly	publicly	ADV
cana-3052	103	12	available	available	ADJ
cana-3052	103	13	data	datum	NOUN
cana-3052	103	14	to	to	PART
cana-3052	103	15	study	study	VERB
cana-3052	103	16	mental	mental	ADJ
cana-3052	103	17	health	health	NOUN
cana-3052	103	18	issues	issue	NOUN
cana-3052	103	19	based	base	VERB
cana-3052	103	20	on	on	ADP
cana-3052	103	21	emotions	emotion	NOUN
cana-3052	103	22	and	and	CCONJ
cana-3052	103	23	cognitive	cognitive	ADJ
cana-3052	103	24	factors	factor	NOUN
cana-3052	103	25	.	.	PUNCT
cana-3052	104	1	the	the	DET
cana-3052	104	2	goal	goal	NOUN
cana-3052	104	3	of	of	ADP
cana-3052	104	4	this	this	DET
cana-3052	104	5	project	project	NOUN
cana-3052	104	6	is	be	AUX
cana-3052	104	7	to	to	PART
cana-3052	104	8	look	look	VERB
cana-3052	104	9	at	at	ADP
cana-3052	104	10	the	the	DET
cana-3052	104	11	possibilities	possibility	NOUN
cana-3052	104	12	of	of	ADP
cana-3052	104	13	via	via	ADP
cana-3052	104	14	the	the	DET
cana-3052	104	15	internet	internet	NOUN
cana-3052	104	16	for	for	ADP
cana-3052	104	17	statistics	statistic	NOUN
cana-3052	104	18	to	to	PART
cana-3052	104	19	do	do	VERB
cana-3052	104	20	a	a	DET
cana-3052	104	21	more	more	ADJ
cana-3052	104	22	in	in	ADP
cana-3052	104	23	-	-	PUNCT
cana-3052	104	24	depth	depth	NOUN
cana-3052	104	25	analysis	analysis	NOUN
cana-3052	104	26	of	of	ADP
cana-3052	104	27	mental	mental	ADJ
cana-3052	104	28	health	health	NOUN
cana-3052	104	29	disorders	disorder	NOUN
cana-3052	104	30	,	,	PUNCT
cana-3052	104	31	focusing	focus	VERB
cana-3052	104	32	on	on	ADP
cana-3052	104	33	both	both	CCONJ
cana-3052	104	34	emotional	emotional	ADJ
cana-3052	104	35	and	and	CCONJ
cana-3052	104	36	cognitive	cognitive	ADJ
cana-3052	104	37	components	component	NOUN
cana-3052	104	38	.	.	PUNCT
cana-3052	105	1	ana	ana	PROPN
cana-3052	105	2	-	-	PUNCT
cana-3052	105	3	sabina	sabina	PROPN
cana-3052	105	4	uban	uban	NOUN
cana-3052	105	5	,	,	PUNCT
cana-3052	105	6	berta	berta	PROPN
cana-3052	105	7	chulvi	chulvi	PROPN
cana-3052	105	8	,	,	PUNCT
cana-3052	105	9	and	and	CCONJ
cana-3052	105	10	paolo	paolo	PROPN
cana-3052	105	11	rosso	rosso	NOUN
cana-3052	105	12	apply	apply	VERB
cana-3052	105	13	sophisticated	sophisticated	ADJ
cana-3052	105	14	natural	natural	ADJ
cana-3052	105	15	language	language	NOUN
cana-3052	105	16	processing	processing	NOUN
cana-3052	105	17	(	(	PUNCT
cana-3052	105	18	nlp	nlp	NOUN
cana-3052	105	19	)	)	PUNCT
cana-3052	105	20	algorithms	algorithm	NOUN
cana-3052	105	21	to	to	PART
cana-3052	105	22	extract	extract	VERB
cana-3052	105	23	valuable	valuable	ADJ
cana-3052	105	24	information	information	NOUN
cana-3052	105	25	from	from	ADP
cana-3052	105	26	consumers	consumer	NOUN
cana-3052	105	27	'	'	PART
cana-3052	105	28	online	online	ADJ
cana-3052	105	29	utterances	utterance	NOUN
cana-3052	105	30	.	.	PUNCT
cana-3052	106	1	the	the	DET
cana-3052	106	2	study	study	NOUN
cana-3052	106	3	emphasises	emphasise	VERB
cana-3052	106	4	how	how	SCONJ
cana-3052	106	5	critical	critical	ADJ
cana-3052	106	6	it	it	PRON
cana-3052	106	7	is	be	AUX
cana-3052	106	8	to	to	PART
cana-3052	106	9	comprehend	comprehend	VERB
cana-3052	106	10	mental	mental	ADJ
cana-3052	106	11	health	health	NOUN
cana-3052	106	12	from	from	ADP
cana-3052	106	13	a	a	DET
cana-3052	106	14	comprehensive	comprehensive	ADJ
cana-3052	106	15	angle	angle	NOUN
cana-3052	106	16	,	,	PUNCT
cana-3052	106	17	considering	consider	VERB
cana-3052	106	18	both	both	CCONJ
cana-3052	106	19	emotional	emotional	ADJ
cana-3052	106	20	states	state	NOUN
cana-3052	106	21	and	and	CCONJ
cana-3052	106	22	the	the	DET
cana-3052	106	23	cognitive	cognitive	ADJ
cana-3052	106	24	patterns	pattern	NOUN
cana-3052	106	25	displayed	display	VERB
cana-3052	106	26	in	in	ADP
cana-3052	106	27	online	online	ADJ
cana-3052	106	28	discourse	discourse	NOUN
cana-3052	106	29	.	.	PUNCT
cana-3052	107	1	social	social	ADJ
cana-3052	107	2	media	medium	NOUN
cana-3052	107	3	platforms	platform	NOUN
cana-3052	107	4	offer	offer	VERB
cana-3052	107	5	an	an	DET
cana-3052	107	6	unparalleled	unparalleled	ADJ
cana-3052	107	7	ability	ability	NOUN
cana-3052	107	8	to	to	PART
cana-3052	107	9	study	study	VERB
cana-3052	107	10	people	people	NOUN
cana-3052	107	11	's	's	PART
cana-3052	107	12	thoughts	thought	NOUN
cana-3052	107	13	and	and	CCONJ
cana-3052	107	14	feelings	feeling	NOUN
cana-3052	107	15	in	in	ADP
cana-3052	107	16	real	real	ADJ
cana-3052	107	17	-	-	PUNCT
cana-3052	107	18	time	time	NOUN
cana-3052	107	19	,	,	PUNCT
cana-3052	107	20	which	which	PRON
cana-3052	107	21	is	be	AUX
cana-3052	107	22	concerning	concern	VERB
cana-3052	107	23	given	give	VERB
cana-3052	107	24	the	the	DET
cana-3052	107	25	rising	rise	VERB
cana-3052	107	26	prevalence	prevalence	NOUN
cana-3052	107	27	of	of	ADP
cana-3052	107	28	mental	mental	ADJ
cana-3052	107	29	health	health	NOUN
cana-3052	107	30	illnesses	illness	NOUN
cana-3052	107	31	.	.	PUNCT
cana-3052	108	1	by	by	ADP
cana-3052	108	2	bridging	bridge	VERB
cana-3052	108	3	the	the	DET
cana-3052	108	4	gap	gap	NOUN
cana-3052	108	5	between	between	ADP
cana-3052	108	6	modern	modern	ADJ
cana-3052	108	7	digital	digital	ADJ
cana-3052	108	8	communication	communication	NOUN
cana-3052	108	9	and	and	CCONJ
cana-3052	108	10	classic	classic	ADJ
cana-3052	108	11	diagnostic	diagnostic	ADJ
cana-3052	108	12	procedures	procedure	NOUN
cana-3052	108	13	,	,	PUNCT
cana-3052	108	14	this	this	DET
cana-3052	108	15	research	research	NOUN
cana-3052	108	16	presents	present	VERB
cana-3052	108	17	a	a	DET
cana-3052	108	18	novel	novel	ADJ
cana-3052	108	19	way	way	NOUN
cana-3052	108	20	of	of	ADP
cana-3052	108	21	mental	mental	ADJ
cana-3052	108	22	health	health	NOUN
cana-3052	108	23	analysis	analysis	NOUN
cana-3052	108	24	.	.	PUNCT
cana-3052	109	1	modern	modern	ADJ
cana-3052	109	2	nlp	nlp	ADJ
cana-3052	109	3	algorithms	algorithm	NOUN
cana-3052	109	4	are	be	AUX
cana-3052	109	5	used	use	VERB
cana-3052	109	6	in	in	ADP
cana-3052	109	7	the	the	DET
cana-3052	109	8	study	study	NOUN
cana-3052	109	9	to	to	PART
cana-3052	109	10	examine	examine	VERB
cana-3052	109	11	a	a	DET
cana-3052	109	12	big	big	ADJ
cana-3052	109	13	dataset	dataset	NOUN
cana-3052	109	14	of	of	ADP
cana-3052	109	15	social	social	ADJ
cana-3052	109	16	media	medium	NOUN
cana-3052	109	17	messages	message	NOUN
cana-3052	109	18	.	.	PUNCT
cana-3052	110	1	users	user	NOUN
cana-3052	110	2	'	'	PART
cana-3052	110	3	stated	state	VERB
cana-3052	110	4	affective	affective	ADJ
cana-3052	110	5	states	state	NOUN
cana-3052	110	6	are	be	AUX
cana-3052	110	7	identified	identify	VERB
cana-3052	110	8	and	and	CCONJ
cana-3052	110	9	categorised	categorise	VERB
cana-3052	110	10	using	use	VERB
cana-3052	110	11	emotion	emotion	NOUN
cana-3052	110	12	analysis	analysis	NOUN
cana-3052	110	13	techniques	technique	NOUN
cana-3052	110	14	.	.	PUNCT
cana-3052	111	1	at	at	ADP
cana-3052	111	2	the	the	DET
cana-3052	111	3	same	same	ADJ
cana-3052	111	4	time	time	NOUN
cana-3052	111	5	,	,	PUNCT
cana-3052	111	6	techniques	technique	NOUN
cana-3052	111	7	for	for	ADP
cana-3052	111	8	cognitive	cognitive	ADJ
cana-3052	111	9	analysis	analysis	NOUN
cana-3052	111	10	are	be	AUX
cana-3052	111	11	used	use	VERB
cana-3052	111	12	to	to	PART
cana-3052	111	13	find	find	VERB
cana-3052	111	14	patterns	pattern	NOUN
cana-3052	111	15	in	in	ADP
cana-3052	111	16	cognitive	cognitive	ADJ
cana-3052	111	17	processes	process	NOUN
cana-3052	111	18	like	like	ADP
cana-3052	111	19	language	language	NOUN
cana-3052	111	20	use	use	NOUN
cana-3052	111	21	,	,	PUNCT
cana-3052	111	22	reasoning	reasoning	NOUN
cana-3052	111	23	,	,	PUNCT
cana-3052	111	24	and	and	CCONJ
cana-3052	111	25	thought	think	VERB
cana-3052	111	26	organisation	organisation	NOUN
cana-3052	111	27	.	.	PUNCT
cana-3052	112	1	in	in	ADP
cana-3052	112	2	the	the	DET
cana-3052	112	3	context	context	NOUN
cana-3052	112	4	of	of	ADP
cana-3052	112	5	mental	mental	ADJ
cana-3052	112	6	health	health	NOUN
cana-3052	112	7	,	,	PUNCT
cana-3052	112	8	this	this	DET
cana-3052	112	9	dual	dual	ADJ
cana-3052	112	10	approach	approach	NOUN
cana-3052	112	11	offers	offer	VERB
cana-3052	112	12	a	a	DET
cana-3052	112	13	thorough	thorough	ADJ
cana-3052	112	14	knowledge	knowledge	NOUN
cana-3052	112	15	of	of	ADP
cana-3052	112	16	the	the	DET
cana-3052	112	17	interaction	interaction	NOUN
cana-3052	112	18	between	between	ADP
cana-3052	112	19	emotions	emotion	NOUN
cana-3052	112	20	and	and	CCONJ
cana-3052	112	21	cognitive	cognitive	ADJ
cana-3052	112	22	functioning	functioning	NOUN
cana-3052	112	23	.	.	PUNCT
cana-3052	113	1	communications	communication	NOUN
cana-3052	113	2	on	on	ADP
cana-3052	113	3	applied	apply	VERB
cana-3052	113	4	nonlinear	nonlinear	ADJ
cana-3052	113	5	analysis	analysis	NOUN
cana-3052	113	6	issn	issn	NOUN
cana-3052	113	7	:	:	PUNCT
cana-3052	113	8	1074	1074	NUM
cana-3052	113	9	-	-	PUNCT
cana-3052	113	10	133x	133x	NUM
cana-3052	113	11	vol	vol	NOUN
cana-3052	113	12	32	32	NUM
cana-3052	113	13	no	no	NOUN
cana-3052	113	14	.	.	PUNCT
cana-3052	114	1	5s	5s	NUM
cana-3052	114	2	(	(	PUNCT
cana-3052	114	3	2025	2025	NUM
cana-3052	114	4	)	)	PUNCT
cana-3052	114	5	258	258	NUM
cana-3052	114	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	114	7	fig	fig	NOUN
cana-3052	114	8	.	.	PUNCT
cana-3052	115	1	4	4	X
cana-3052	115	2	.	.	X
cana-3052	115	3	comparison	comparison	NOUN
cana-3052	115	4	results	result	NOUN
cana-3052	115	5	of	of	ADP
cana-3052	115	6	emotion	emotion	NOUN
cana-3052	115	7	test	test	NOUN
cana-3052	115	8	[	[	X
cana-3052	115	9	4	4	NUM
cana-3052	115	10	]	]	PUNCT
cana-3052	115	11	.	.	PUNCT
cana-3052	116	1	preliminary	preliminary	ADJ
cana-3052	116	2	results	result	NOUN
cana-3052	116	3	show	show	VERB
cana-3052	116	4	fascinating	fascinating	ADJ
cana-3052	116	5	associations	association	NOUN
cana-3052	116	6	between	between	ADP
cana-3052	116	7	different	different	ADJ
cana-3052	116	8	mental	mental	ADJ
cana-3052	116	9	health	health	NOUN
cana-3052	116	10	conditions	condition	NOUN
cana-3052	116	11	,	,	PUNCT
cana-3052	116	12	cognitive	cognitive	ADJ
cana-3052	116	13	patterns	pattern	NOUN
cana-3052	116	14	,	,	PUNCT
cana-3052	116	15	and	and	CCONJ
cana-3052	116	16	particular	particular	ADJ
cana-3052	116	17	emotional	emotional	ADJ
cana-3052	116	18	states	state	NOUN
cana-3052	116	19	.	.	PUNCT
cana-3052	117	1	language	language	NOUN
cana-3052	117	2	signs	sign	NOUN
cana-3052	117	3	linked	link	VERB
cana-3052	117	4	to	to	ADP
cana-3052	117	5	stress	stress	NOUN
cana-3052	117	6	,	,	PUNCT
cana-3052	117	7	anxiety	anxiety	NOUN
cana-3052	117	8	,	,	PUNCT
cana-3052	117	9	and	and	CCONJ
cana-3052	117	10	depression	depression	NOUN
cana-3052	117	11	have	have	AUX
cana-3052	117	12	been	be	AUX
cana-3052	117	13	identified	identify	VERB
cana-3052	117	14	by	by	ADP
cana-3052	117	15	studies	study	NOUN
cana-3052	117	16	.	.	PUNCT
cana-3052	118	1	the	the	DET
cana-3052	118	2	study	study	NOUN
cana-3052	118	3	also	also	ADV
cana-3052	118	4	investigates	investigate	VERB
cana-3052	118	5	how	how	SCONJ
cana-3052	118	6	differences	difference	NOUN
cana-3052	118	7	in	in	ADP
cana-3052	118	8	cognitive	cognitive	ADJ
cana-3052	118	9	processes	process	NOUN
cana-3052	118	10	and	and	CCONJ
cana-3052	118	11	emotional	emotional	ADJ
cana-3052	118	12	expressiveness	expressiveness	NOUN
cana-3052	118	13	reveal	reveal	VERB
cana-3052	118	14	themselves	themselves	PRON
cana-3052	118	15	differently	differently	ADV
cana-3052	118	16	in	in	ADP
cana-3052	118	17	various	various	ADJ
cana-3052	118	18	demographic	demographic	ADJ
cana-3052	118	19	groups	group	NOUN
cana-3052	118	20	.	.	PUNCT
cana-3052	119	1	targeted	target	VERB
cana-3052	119	2	interventions	intervention	NOUN
cana-3052	119	3	and	and	CCONJ
cana-3052	119	4	individualised	individualised	ADJ
cana-3052	119	5	treatment	treatment	NOUN
cana-3052	119	6	strategies	strategy	NOUN
cana-3052	119	7	can	can	AUX
cana-3052	119	8	be	be	AUX
cana-3052	119	9	influenced	influence	VERB
cana-3052	119	10	by	by	ADP
cana-3052	119	11	an	an	DET
cana-3052	119	12	understanding	understanding	NOUN
cana-3052	119	13	of	of	ADP
cana-3052	119	14	the	the	DET
cana-3052	119	15	intricate	intricate	ADJ
cana-3052	119	16	interactions	interaction	NOUN
cana-3052	119	17	between	between	ADP
cana-3052	119	18	emotions	emotion	NOUN
cana-3052	119	19	and	and	CCONJ
cana-3052	119	20	cognitive	cognitive	ADJ
cana-3052	119	21	processes	process	NOUN
cana-3052	119	22	in	in	ADP
cana-3052	119	23	mental	mental	ADJ
cana-3052	119	24	health	health	NOUN
cana-3052	119	25	illnesses	illness	NOUN
cana-3052	119	26	.	.	PUNCT
cana-3052	120	1	the	the	DET
cana-3052	120	2	results	result	NOUN
cana-3052	120	3	aid	aid	VERB
cana-3052	120	4	in	in	ADP
cana-3052	120	5	the	the	DET
cana-3052	120	6	creation	creation	NOUN
cana-3052	120	7	of	of	ADP
cana-3052	120	8	more	more	ADV
cana-3052	120	9	precise	precise	ADJ
cana-3052	120	10	and	and	CCONJ
cana-3052	120	11	effective	effective	ADJ
cana-3052	120	12	digital	digital	ADJ
cana-3052	120	13	tools	tool	NOUN
cana-3052	120	14	for	for	ADP
cana-3052	120	15	the	the	DET
cana-3052	120	16	early	early	ADJ
cana-3052	120	17	identification	identification	NOUN
cana-3052	120	18	,	,	PUNCT
cana-3052	120	19	supervision	supervision	NOUN
cana-3052	120	20	,	,	PUNCT
cana-3052	120	21	and	and	CCONJ
cana-3052	120	22	assistance	assistance	NOUN
cana-3052	120	23	of	of	ADP
cana-3052	120	24	those	those	PRON
cana-3052	120	25	dealing	deal	VERB
cana-3052	120	26	with	with	ADP
cana-3052	120	27	there	there	PRON
cana-3052	120	28	are	be	AUX
cana-3052	120	29	mental	mental	ADJ
cana-3052	120	30	health	health	NOUN
cana-3052	120	31	difficulties	difficulty	NOUN
cana-3052	120	32	.	.	PUNCT
cana-3052	121	1	through	through	ADP
cana-3052	121	2	the	the	DET
cana-3052	121	3	prism	prism	NOUN
cana-3052	121	4	of	of	ADP
cana-3052	121	5	social	social	ADJ
cana-3052	121	6	media	medium	NOUN
cana-3052	121	7	statistics	statistic	NOUN
cana-3052	121	8	,	,	PUNCT
cana-3052	121	9	this	this	DET
cana-3052	121	10	research	research	NOUN
cana-3052	121	11	combines	combine	VERB
cana-3052	121	12	emotion	emotion	NOUN
cana-3052	121	13	and	and	CCONJ
cana-3052	121	14	cognitive	cognitive	NOUN
cana-3052	121	15	-	-	PUNCT
cana-3052	121	16	based	base	VERB
cana-3052	121	17	methodologies	methodology	NOUN
cana-3052	121	18	to	to	PART
cana-3052	121	19	offer	offer	VERB
cana-3052	121	20	a	a	DET
cana-3052	121	21	novel	novel	ADJ
cana-3052	121	22	viewpoint	viewpoint	NOUN
cana-3052	121	23	on	on	ADP
cana-3052	121	24	mental	mental	ADJ
cana-3052	121	25	health	health	NOUN
cana-3052	121	26	analysis	analysis	NOUN
cana-3052	121	27	.	.	PUNCT
cana-3052	122	1	studying	study	VERB
cana-3052	122	2	trends	trend	NOUN
cana-3052	122	3	in	in	ADP
cana-3052	122	4	mental	mental	ADJ
cana-3052	122	5	health	health	NOUN
cana-3052	122	6	in	in	ADP
cana-3052	122	7	large	large	ADJ
cana-3052	122	8	populations	population	NOUN
cana-3052	122	9	can	can	AUX
cana-3052	122	10	be	be	AUX
cana-3052	122	11	done	do	VERB
cana-3052	122	12	in	in	ADP
cana-3052	122	13	a	a	DET
cana-3052	122	14	scalable	scalable	ADJ
cana-3052	122	15	and	and	CCONJ
cana-3052	122	16	non	non	ADJ
cana-3052	122	17	-	-	ADJ
cana-3052	122	18	intrusive	intrusive	ADJ
cana-3052	122	19	way	way	NOUN
cana-3052	122	20	by	by	ADP
cana-3052	122	21	integrating	integrate	VERB
cana-3052	122	22	advanced	advanced	ADJ
cana-3052	122	23	nlp	nlp	NOUN
cana-3052	122	24	techniques	technique	NOUN
cana-3052	122	25	.	.	PUNCT
cana-3052	123	1	this	this	DET
cana-3052	123	2	finding	finding	NOUN
cana-3052	123	3	has	have	VERB
cana-3052	123	4	ramifications	ramification	NOUN
cana-3052	123	5	for	for	ADP
cana-3052	123	6	both	both	CCONJ
cana-3052	123	7	clinical	clinical	ADJ
cana-3052	123	8	and	and	CCONJ
cana-3052	123	9	scientific	scientific	ADJ
cana-3052	123	10	settings	setting	NOUN
cana-3052	123	11	,	,	PUNCT
cana-3052	123	12	advancing	advance	VERB
cana-3052	123	13	our	our	PRON
cana-3052	123	14	knowledge	knowledge	NOUN
cana-3052	123	15	of	of	ADP
cana-3052	123	16	mental	mental	ADJ
cana-3052	123	17	health	health	NOUN
cana-3052	123	18	issues	issue	NOUN
cana-3052	123	19	and	and	CCONJ
cana-3052	123	20	opening	open	VERB
cana-3052	123	21	the	the	DET
cana-3052	123	22	door	door	NOUN
cana-3052	123	23	to	to	ADP
cana-3052	123	24	more	more	ADV
cana-3052	123	25	potent	potent	ADJ
cana-3052	123	26	therapies	therapy	NOUN
cana-3052	123	27	.	.	PUNCT
cana-3052	124	1	table	table	NOUN
cana-3052	124	2	3	3	NUM
cana-3052	124	3	.	.	PUNCT
cana-3052	125	1	datasets	dataset	NOUN
cana-3052	125	2	statistics	statistic	NOUN
cana-3052	125	3	.	.	PUNCT
cana-3052	126	1	dataset	dataset	NOUN
cana-3052	126	2	users	user	NOUN
cana-3052	126	3	positive%	positive%	NUM
cana-3052	126	4	posts	post	VERB
cana-3052	126	5	words	word	NOUN
cana-3052	126	6	erisk	erisk	NOUN
cana-3052	126	7	depressive	depressive	ADJ
cana-3052	126	8	disorder	disorder	NOUN
cana-3052	126	9	1304	1304	NUM
cana-3052	126	10	16.4	16.4	NUM
cana-3052	126	11	%	%	NOUN
cana-3052	126	12	811,586	811,586	NUM
cana-3052	126	13	25	25	NUM
cana-3052	126	14	m	m	PROPN
cana-3052	126	15	erisk	erisk	NOUN
cana-3052	126	16	bulimia	bulimia	NOUN
cana-3052	126	17	1287	1287	NUM
cana-3052	126	18	10.4	10.4	NUM
cana-3052	126	19	%	%	NOUN
cana-3052	126	20	823,754	823,754	NUM
cana-3052	126	21	23	23	NUM
cana-3052	126	22	m	m	NOUN
cana-3052	126	23	erisk	erisk	NOUN
cana-3052	126	24	self	self	NOUN
cana-3052	126	25	-	-	PUNCT
cana-3052	126	26	destructive	destructive	ADJ
cana-3052	126	27	763	763	NUM
cana-3052	126	28	19	19	NUM
cana-3052	126	29	%	%	NOUN
cana-3052	126	30	274,534	274,534	NUM
cana-3052	126	31	̃6	̃6	NUM
cana-3052	126	32	m	m	NOUN
cana-3052	126	33	table	table	NOUN
cana-3052	126	34	4	4	NUM
cana-3052	126	35	.	.	PUNCT
cana-3052	126	36	f1	f1	NOUN
cana-3052	126	37	and	and	CCONJ
cana-3052	126	38	auc	auc	NOUN
cana-3052	126	39	values	value	NOUN
cana-3052	126	40	for	for	ADP
cana-3052	126	41	all	all	DET
cana-3052	126	42	datasets	dataset	NOUN
cana-3052	126	43	and	and	CCONJ
cana-3052	126	44	classifiers	classifier	NOUN
cana-3052	126	45	.	.	PUNCT
cana-3052	127	1	model	model	NOUN
cana-3052	127	2	self	self	NOUN
cana-3052	127	3	-	-	PUNCT
cana-3052	127	4	harm	harm	NOUN
cana-3052	127	5	anorexia	anorexia	ADJ
cana-3052	127	6	depression	depression	NOUN
cana-3052	127	7	erisk	erisk	NOUN
cana-3052	127	8	erisk	erisk	PROPN
cana-3052	127	9	erisk	erisk	NOUN
cana-3052	127	10	f1	f1	PROPN
cana-3052	127	11	auc	auc	NOUN
cana-3052	127	12	f1	f1	NOUN
cana-3052	127	13	auc	auc	NOUN
cana-3052	127	14	f1	f1	NOUN
cana-3052	127	15	auc	auc	NOUN
cana-3052	127	16	bilstm	bilstm	NOUN
cana-3052	127	17	sequencing	sequence	VERB
cana-3052	127	18	.62	.62	NUM
cana-3052	127	19	.84	.84	NUM
cana-3052	127	20	.53	.53	NUM
cana-3052	127	21	.90	.90	NUM
cana-3052	127	22	.40	.40	NUM
cana-3052	127	23	.82	.82	NUM
cana-3052	127	24	lstm	lstm	PROPN
cana-3052	127	25	hierarchy	hierarchy	NOUN
cana-3052	127	26	(	(	PUNCT
cana-3052	127	27	han	han	PROPN
cana-3052	127	28	)	)	PUNCT
cana-3052	127	29	.65	.65	NUM
cana-3052	128	1	.87	.87	NUM
cana-3052	128	2	.61	.61	NUM
cana-3052	128	3	.96	.96	NUM
cana-3052	128	4	.45	.45	NUM
cana-3052	128	5	.83	.83	NUM
cana-3052	128	6	cnn	cnn	NOUN
cana-3052	128	7	+	+	CCONJ
cana-3052	128	8	lstm	lstm	ADJ
cana-3052	128	9	hierarchy	hierarchy	NOUN
cana-3052	128	10	.44	.44	NUM
cana-3052	128	11	.82	.82	NUM
cana-3052	128	12	.76	.76	NUM
cana-3052	128	13	.95	.95	NUM
cana-3052	128	14	.35	.35	NUM
cana-3052	128	15	.80	.80	NUM
cana-3052	128	16	communications	communication	NOUN
cana-3052	128	17	on	on	ADP
cana-3052	128	18	applied	apply	VERB
cana-3052	128	19	nonlinear	nonlinear	ADJ
cana-3052	128	20	analysis	analysis	NOUN
cana-3052	128	21	issn	issn	NOUN
cana-3052	128	22	:	:	PUNCT
cana-3052	128	23	1074	1074	NUM
cana-3052	128	24	-	-	PUNCT
cana-3052	128	25	133x	133x	NUM
cana-3052	128	26	vol	vol	NOUN
cana-3052	128	27	32	32	NUM
cana-3052	128	28	no	no	NOUN
cana-3052	128	29	.	.	PUNCT
cana-3052	129	1	5s	5s	NUM
cana-3052	129	2	(	(	PUNCT
cana-3052	129	3	2025	2025	NUM
cana-3052	129	4	)	)	PUNCT
cana-3052	130	1	259	259	NUM
cana-3052	130	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	130	3	model	model	NOUN
cana-3052	130	4	self	self	NOUN
cana-3052	130	5	-	-	PUNCT
cana-3052	130	6	harm	harm	NOUN
cana-3052	130	7	anorexia	anorexia	ADJ
cana-3052	130	8	depression	depression	NOUN
cana-3052	130	9	erisk	erisk	NOUN
cana-3052	130	10	erisk	erisk	PROPN
cana-3052	130	11	erisk	erisk	NOUN
cana-3052	130	12	f1	f1	PROPN
cana-3052	130	13	auc	auc	NOUN
cana-3052	130	14	f1	f1	NOUN
cana-3052	130	15	auc	auc	NOUN
cana-3052	130	16	f1	f1	NOUN
cana-3052	130	17	auc	auc	NOUN
cana-3052	130	18	roberta	roberta	PROPN
cana-3052	130	19	.35	.35	NUM
cana-3052	130	20	.60	.60	NUM
cana-3052	130	21	.70	.70	NUM
cana-3052	130	22	.83	.83	NUM
cana-3052	130	23	.40	.40	NUM
cana-3052	130	24	.71	.71	NUM
cana-3052	130	25	albert	albert	PROPN
cana-3052	130	26	.22	.22	NUM
cana-3052	130	27	.55	.55	NUM
cana-3052	130	28	.65	.65	NUM
cana-3052	130	29	.77	.77	NUM
cana-3052	130	30	.20	.20	NUM
cana-3052	130	31	.61	.61	NUM
cana-3052	130	32	logreg	logreg	NOUN
cana-3052	130	33	.45	.45	NUM
cana-3052	130	34	.75	.75	NUM
cana-3052	130	35	.49	.49	NUM
cana-3052	130	36	.91	.91	NUM
cana-3052	130	37	.36	.36	NUM
cana-3052	130	38	.76	.76	NUM
cana-3052	130	39	fig	fig	NOUN
cana-3052	130	40	.	.	PUNCT
cana-3052	131	1	5	5	X
cana-3052	131	2	.	.	X
cana-3052	131	3	attention	attention	NOUN
cana-3052	131	4	weights	weight	NOUN
cana-3052	131	5	for	for	ADP
cana-3052	131	6	user	user	NOUN
cana-3052	131	7	encoder	encoder	NOUN
cana-3052	132	1	[	[	X
cana-3052	132	2	5	5	NUM
cana-3052	132	3	]	]	PUNCT
cana-3052	132	4	.	.	PUNCT
cana-3052	133	1	kuhaneswaran	kuhaneswaran	PROPN
cana-3052	133	2	a	a	DET
cana-3052	133	3	/	/	SYM
cana-3052	133	4	l	l	NOUN
cana-3052	133	5	govindasamy	govindasamy	NOUN
cana-3052	133	6	and	and	CCONJ
cana-3052	133	7	naveen	naveen	PROPN
cana-3052	133	8	palanichamy	palanichamy	NOUN
cana-3052	133	9	[	[	X
cana-3052	133	10	6	6	NUM
cana-3052	133	11	]	]	PUNCT
cana-3052	133	12	proposed	propose	VERB
cana-3052	133	13	detecting	detect	VERB
cana-3052	133	14	melancholy	melancholy	ADJ
cana-3052	133	15	using	use	VERB
cana-3052	133	16	predictive	predictive	ADJ
cana-3052	133	17	machine	machine	NOUN
cana-3052	133	18	learning	learn	VERB
cana-3052	133	19	techniques	technique	NOUN
cana-3052	133	20	using	use	VERB
cana-3052	133	21	twitter	twitter	NOUN
cana-3052	133	22	data	datum	NOUN
cana-3052	133	23	.	.	PUNCT
cana-3052	134	1	this	this	DET
cana-3052	134	2	paper	paper	NOUN
cana-3052	134	3	presents	present	VERB
cana-3052	134	4	a	a	DET
cana-3052	134	5	unique	unique	ADJ
cana-3052	134	6	way	way	NOUN
cana-3052	134	7	of	of	ADP
cana-3052	134	8	detecting	detect	VERB
cana-3052	134	9	sorrow	sorrow	NOUN
cana-3052	134	10	using	use	VERB
cana-3052	134	11	machine	machine	NOUN
cana-3052	134	12	learning	learn	VERB
cana-3052	134	13	algorithms	algorithm	NOUN
cana-3052	134	14	and	and	CCONJ
cana-3052	134	15	information	information	NOUN
cana-3052	134	16	collected	collect	VERB
cana-3052	134	17	from	from	ADP
cana-3052	134	18	twitter	twitter	NOUN
cana-3052	134	19	.	.	PUNCT
cana-3052	135	1	social	social	ADJ
cana-3052	135	2	media	medium	NOUN
cana-3052	135	3	platforms	platform	NOUN
cana-3052	135	4	provide	provide	VERB
cana-3052	135	5	a	a	DET
cana-3052	135	6	unique	unique	ADJ
cana-3052	135	7	area	area	NOUN
cana-3052	135	8	for	for	ADP
cana-3052	135	9	observing	observe	VERB
cana-3052	135	10	people	people	NOUN
cana-3052	135	11	's	's	PART
cana-3052	135	12	expressions	expression	NOUN
cana-3052	135	13	and	and	CCONJ
cana-3052	135	14	behaviour	behaviour	NOUN
cana-3052	135	15	,	,	PUNCT
cana-3052	135	16	especially	especially	ADV
cana-3052	135	17	with	with	ADP
cana-3052	135	18	the	the	DET
cana-3052	135	19	rising	rise	VERB
cana-3052	135	20	frequency	frequency	NOUN
cana-3052	135	21	of	of	ADP
cana-3052	135	22	mental	mental	ADJ
cana-3052	135	23	health	health	NOUN
cana-3052	135	24	concerns	concern	NOUN
cana-3052	135	25	.	.	PUNCT
cana-3052	136	1	by	by	ADP
cana-3052	136	2	using	use	VERB
cana-3052	136	3	sophisticated	sophisticated	ADJ
cana-3052	136	4	machine	machine	NOUN
cana-3052	136	5	learning	learn	VERB
cana-3052	136	6	algorithms	algorithm	NOUN
cana-3052	136	7	to	to	PART
cana-3052	136	8	examine	examine	VERB
cana-3052	136	9	twitter	twitter	NOUN
cana-3052	136	10	data	data	PROPN
cana-3052	136	11	,	,	PUNCT
cana-3052	136	12	kuhaneswaran	kuhaneswaran	VERB
cana-3052	136	13	a	a	DET
cana-3052	136	14	/	/	SYM
cana-3052	136	15	l	l	NOUN
cana-3052	136	16	govindasamy	govindasamy	NOUN
cana-3052	136	17	and	and	CCONJ
cana-3052	136	18	naveen	naveen	PROPN
cana-3052	136	19	palanichamy	palanichamy	PROPN
cana-3052	136	20	,	,	PUNCT
cana-3052	136	21	the	the	DET
cana-3052	136	22	authors	author	NOUN
cana-3052	136	23	,	,	PUNCT
cana-3052	136	24	hope	hope	VERB
cana-3052	136	25	to	to	PART
cana-3052	136	26	find	find	VERB
cana-3052	136	27	patterns	pattern	NOUN
cana-3052	136	28	that	that	PRON
cana-3052	136	29	could	could	AUX
cana-3052	136	30	be	be	AUX
cana-3052	136	31	signs	sign	NOUN
cana-3052	136	32	of	of	ADP
cana-3052	136	33	depression	depression	NOUN
cana-3052	136	34	.	.	PUNCT
cana-3052	137	1	the	the	DET
cana-3052	137	2	study	study	NOUN
cana-3052	137	3	discusses	discuss	VERB
cana-3052	137	4	the	the	DET
cana-3052	137	5	possible	possible	ADJ
cana-3052	137	6	use	use	NOUN
cana-3052	137	7	of	of	ADP
cana-3052	137	8	digital	digital	ADJ
cana-3052	137	9	media	medium	NOUN
cana-3052	137	10	data	datum	NOUN
cana-3052	137	11	—	—	PUNCT
cana-3052	137	12	specifically	specifically	ADV
cana-3052	137	13	,	,	PUNCT
cana-3052	137	14	twitter	twitter	NOUN
cana-3052	137	15	—	—	PUNCT
cana-3052	137	16	for	for	ADP
cana-3052	137	17	the	the	DET
cana-3052	137	18	early	early	ADJ
cana-3052	137	19	identification	identification	NOUN
cana-3052	137	20	of	of	ADP
cana-3052	137	21	depression	depression	NOUN
cana-3052	137	22	and	and	CCONJ
cana-3052	137	23	the	the	DET
cana-3052	137	24	growing	grow	VERB
cana-3052	137	25	concern	concern	NOUN
cana-3052	137	26	over	over	ADP
cana-3052	137	27	mental	mental	ADJ
cana-3052	137	28	health	health	NOUN
cana-3052	137	29	issues	issue	NOUN
cana-3052	137	30	.	.	PUNCT
cana-3052	138	1	through	through	ADP
cana-3052	138	2	leveraging	leverage	VERB
cana-3052	138	3	the	the	DET
cana-3052	138	4	abundance	abundance	NOUN
cana-3052	138	5	of	of	ADP
cana-3052	138	6	data	datum	NOUN
cana-3052	138	7	available	available	ADJ
cana-3052	138	8	on	on	ADP
cana-3052	138	9	these	these	DET
cana-3052	138	10	platforms	platform	NOUN
cana-3052	138	11	,	,	PUNCT
cana-3052	138	12	the	the	DET
cana-3052	138	13	research	research	NOUN
cana-3052	138	14	aims	aim	VERB
cana-3052	138	15	to	to	PART
cana-3052	138	16	further	further	VERB
cana-3052	138	17	the	the	DET
cana-3052	138	18	creation	creation	NOUN
cana-3052	138	19	of	of	ADP
cana-3052	138	20	efficient	efficient	ADJ
cana-3052	138	21	and	and	CCONJ
cana-3052	138	22	non	non	ADJ
cana-3052	138	23	-	-	ADJ
cana-3052	138	24	invasive	invasive	ADJ
cana-3052	138	25	techniques	technique	NOUN
cana-3052	138	26	for	for	ADP
cana-3052	138	27	detecting	detect	VERB
cana-3052	138	28	depression	depression	NOUN
cana-3052	138	29	in	in	ADP
cana-3052	138	30	people	people	NOUN
cana-3052	138	31	who	who	PRON
cana-3052	138	32	may	may	AUX
cana-3052	138	33	be	be	AUX
cana-3052	138	34	at	at	ADP
cana-3052	138	35	risk	risk	NOUN
cana-3052	138	36	.	.	PUNCT
cana-3052	139	1	for	for	ADP
cana-3052	139	2	processing	processing	NOUN
cana-3052	139	3	and	and	CCONJ
cana-3052	139	4	analysing	analyse	VERB
cana-3052	139	5	massive	massive	ADJ
cana-3052	139	6	amounts	amount	NOUN
cana-3052	139	7	of	of	ADP
cana-3052	139	8	twitter	twitter	NOUN
cana-3052	139	9	data	datum	NOUN
cana-3052	139	10	,	,	PUNCT
cana-3052	139	11	the	the	DET
cana-3052	139	12	authors	author	NOUN
cana-3052	139	13	combine	combine	VERB
cana-3052	139	14	machine	machine	NOUN
cana-3052	139	15	learning	learning	NOUN
cana-3052	139	16	and	and	CCONJ
cana-3052	139	17	natural	natural	ADJ
cana-3052	139	18	language	language	NOUN
cana-3052	139	19	processing	processing	NOUN
cana-3052	139	20	(	(	PUNCT
cana-3052	139	21	nlp	nlp	NOUN
cana-3052	139	22	)	)	PUNCT
cana-3052	139	23	.	.	PUNCT
cana-3052	140	1	highlights	highlight	NOUN
cana-3052	140	2	are	be	AUX
cana-3052	140	3	given	give	VERB
cana-3052	140	4	to	to	ADP
cana-3052	140	5	time	time	NOUN
cana-3052	140	6	patterns	pattern	NOUN
cana-3052	140	7	,	,	PUNCT
cana-3052	140	8	user	user	NOUN
cana-3052	140	9	interactions	interaction	NOUN
cana-3052	140	10	,	,	PUNCT
cana-3052	140	11	and	and	CCONJ
cana-3052	140	12	feature	feature	NOUN
cana-3052	140	13	extraction	extraction	NOUN
cana-3052	140	14	from	from	ADP
cana-3052	140	15	textual	textual	ADJ
cana-3052	140	16	material	material	NOUN
cana-3052	140	17	.	.	PUNCT
cana-3052	141	1	to	to	PART
cana-3052	141	2	identify	identify	VERB
cana-3052	141	3	linguistic	linguistic	ADJ
cana-3052	141	4	and	and	CCONJ
cana-3052	141	5	behavioural	behavioural	ADJ
cana-3052	141	6	indicators	indicator	NOUN
cana-3052	141	7	linked	link	VERB
cana-3052	141	8	to	to	ADP
cana-3052	141	9	depression	depression	NOUN
cana-3052	141	10	,	,	PUNCT
cana-3052	141	11	the	the	DET
cana-3052	141	12	selected	select	VERB
cana-3052	141	13	machine	machine	NOUN
cana-3052	141	14	learning	learning	NOUN
cana-3052	141	15	models	model	NOUN
cana-3052	141	16	are	be	AUX
cana-3052	141	17	trained	train	VERB
cana-3052	141	18	on	on	ADP
cana-3052	141	19	labelled	label	VERB
cana-3052	141	20	datasets	dataset	NOUN
cana-3052	141	21	.	.	PUNCT
cana-3052	142	1	communications	communication	NOUN
cana-3052	142	2	on	on	ADP
cana-3052	142	3	applied	apply	VERB
cana-3052	142	4	nonlinear	nonlinear	ADJ
cana-3052	142	5	analysis	analysis	NOUN
cana-3052	142	6	issn	issn	NOUN
cana-3052	142	7	:	:	PUNCT
cana-3052	142	8	1074	1074	NUM
cana-3052	142	9	-	-	PUNCT
cana-3052	142	10	133x	133x	NUM
cana-3052	142	11	vol	vol	NOUN
cana-3052	142	12	32	32	NUM
cana-3052	142	13	no	no	NOUN
cana-3052	142	14	.	.	PUNCT
cana-3052	143	1	5s	5s	NUM
cana-3052	143	2	(	(	PUNCT
cana-3052	143	3	2025	2025	NUM
cana-3052	143	4	)	)	PUNCT
cana-3052	144	1	260	260	NUM
cana-3052	144	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	144	3	fig	fig	NOUN
cana-3052	144	4	.	.	PUNCT
cana-3052	145	1	6	6	NUM
cana-3052	145	2	.	.	X
cana-3052	145	3	general	general	ADJ
cana-3052	145	4	flow	flow	NOUN
cana-3052	145	5	of	of	ADP
cana-3052	145	6	framework	framework	NOUN
cana-3052	145	7	[	[	X
cana-3052	145	8	6	6	NUM
cana-3052	145	9	]	]	PUNCT
cana-3052	145	10	.	.	PUNCT
cana-3052	146	1	an	an	DET
cana-3052	146	2	analysis	analysis	NOUN
cana-3052	146	3	of	of	ADP
cana-3052	146	4	preliminary	preliminary	ADJ
cana-3052	146	5	data	datum	NOUN
cana-3052	146	6	demonstrates	demonstrate	VERB
cana-3052	146	7	how	how	SCONJ
cana-3052	146	8	well	well	ADV
cana-3052	146	9	the	the	DET
cana-3052	146	10	suggested	suggest	VERB
cana-3052	146	11	method	method	NOUN
cana-3052	146	12	works	work	VERB
cana-3052	146	13	to	to	PART
cana-3052	146	14	separate	separate	VERB
cana-3052	146	15	depressed	depressed	ADJ
cana-3052	146	16	persons	person	NOUN
cana-3052	146	17	from	from	ADP
cana-3052	146	18	the	the	DET
cana-3052	146	19	rest	rest	NOUN
cana-3052	146	20	of	of	ADP
cana-3052	146	21	the	the	DET
cana-3052	146	22	twitter	twitter	NOUN
cana-3052	146	23	community	community	NOUN
cana-3052	146	24	.	.	PUNCT
cana-3052	147	1	the	the	DET
cana-3052	147	2	study	study	NOUN
cana-3052	147	3	pinpoints	pinpoint	NOUN
cana-3052	147	4	sentiment	sentiment	VERB
cana-3052	147	5	patterns	pattern	NOUN
cana-3052	147	6	,	,	PUNCT
cana-3052	147	7	historical	historical	ADJ
cana-3052	147	8	trends	trend	NOUN
cana-3052	147	9	,	,	PUNCT
cana-3052	147	10	and	and	CCONJ
cana-3052	147	11	important	important	ADJ
cana-3052	147	12	language	language	NOUN
cana-3052	147	13	indicators	indicator	NOUN
cana-3052	147	14	that	that	PRON
cana-3052	147	15	help	help	VERB
cana-3052	147	16	in	in	ADP
cana-3052	147	17	accurately	accurately	ADV
cana-3052	147	18	identifying	identify	VERB
cana-3052	147	19	depressed	depressed	ADJ
cana-3052	147	20	symptoms	symptom	NOUN
cana-3052	147	21	.	.	PUNCT
cana-3052	148	1	the	the	DET
cana-3052	148	2	results	result	NOUN
cana-3052	148	3	underline	underline	VERB
cana-3052	148	4	the	the	DET
cana-3052	148	5	possibility	possibility	NOUN
cana-3052	148	6	of	of	ADP
cana-3052	148	7	employing	employ	VERB
cana-3052	148	8	machine	machine	NOUN
cana-3052	148	9	learning	learn	VERB
cana-3052	148	10	for	for	ADP
cana-3052	148	11	scalable	scalable	ADJ
cana-3052	148	12	and	and	CCONJ
cana-3052	148	13	realtime	realtime	ADJ
cana-3052	148	14	depression	depression	NOUN
cana-3052	148	15	detection	detection	NOUN
cana-3052	148	16	.	.	PUNCT
cana-3052	149	1	the	the	DET
cana-3052	149	2	findings	finding	NOUN
cana-3052	149	3	have	have	VERB
cana-3052	149	4	important	important	ADJ
cana-3052	149	5	ramifications	ramification	NOUN
cana-3052	149	6	for	for	ADP
cana-3052	149	7	early	early	ADJ
cana-3052	149	8	intervention	intervention	NOUN
cana-3052	149	9	and	and	CCONJ
cana-3052	149	10	care	care	VERB
cana-3052	149	11	for	for	ADP
cana-3052	149	12	depressed	depressed	ADJ
cana-3052	149	13	people	people	NOUN
cana-3052	149	14	.	.	PUNCT
cana-3052	150	1	the	the	DET
cana-3052	150	2	suggested	suggest	VERB
cana-3052	150	3	approach	approach	NOUN
cana-3052	150	4	provides	provide	VERB
cana-3052	150	5	a	a	DET
cana-3052	150	6	quick	quick	ADJ
cana-3052	150	7	and	and	CCONJ
cana-3052	150	8	non	non	ADJ
cana-3052	150	9	-	-	ADJ
cana-3052	150	10	intrusive	intrusive	ADJ
cana-3052	150	11	way	way	NOUN
cana-3052	150	12	to	to	PART
cana-3052	150	13	find	find	VERB
cana-3052	150	14	people	people	NOUN
cana-3052	150	15	who	who	PRON
cana-3052	150	16	can	can	AUX
cana-3052	150	17	benefit	benefit	VERB
cana-3052	150	18	from	from	ADP
cana-3052	150	19	mental	mental	ADJ
cana-3052	150	20	health	health	NOUN
cana-3052	150	21	interventions	intervention	NOUN
cana-3052	150	22	by	by	ADP
cana-3052	150	23	utilising	utilise	VERB
cana-3052	150	24	the	the	DET
cana-3052	150	25	enormous	enormous	ADJ
cana-3052	150	26	quantity	quantity	NOUN
cana-3052	150	27	of	of	ADP
cana-3052	150	28	data	datum	NOUN
cana-3052	150	29	that	that	PRON
cana-3052	150	30	is	be	AUX
cana-3052	150	31	readily	readily	ADV
cana-3052	150	32	available	available	ADJ
cana-3052	150	33	on	on	ADP
cana-3052	150	34	social	social	ADJ
cana-3052	150	35	media	medium	NOUN
cana-3052	150	36	platforms	platform	NOUN
cana-3052	150	37	.	.	PUNCT
cana-3052	151	1	the	the	DET
cana-3052	151	2	results	result	NOUN
cana-3052	151	3	add	add	VERB
cana-3052	151	4	to	to	ADP
cana-3052	151	5	the	the	DET
cana-3052	151	6	current	current	ADJ
cana-3052	151	7	conversation	conversation	NOUN
cana-3052	151	8	on	on	ADP
cana-3052	151	9	the	the	DET
cana-3052	151	10	relationship	relationship	NOUN
cana-3052	151	11	between	between	ADP
cana-3052	151	12	technology	technology	NOUN
cana-3052	151	13	and	and	CCONJ
cana-3052	151	14	mental	mental	ADJ
cana-3052	151	15	health	health	NOUN
cana-3052	151	16	.	.	PUNCT
cana-3052	152	1	a	a	DET
cana-3052	152	2	potential	potential	ADJ
cana-3052	152	3	method	method	NOUN
cana-3052	152	4	for	for	ADP
cana-3052	152	5	detecting	detect	VERB
cana-3052	152	6	depression	depression	NOUN
cana-3052	152	7	through	through	ADP
cana-3052	152	8	machine	machine	NOUN
cana-3052	152	9	learning	learning	NOUN
cana-3052	152	10	applied	apply	VERB
cana-3052	152	11	to	to	ADP
cana-3052	152	12	twitter	twitter	NOUN
cana-3052	152	13	data	datum	NOUN
cana-3052	152	14	is	be	AUX
cana-3052	152	15	presented	present	VERB
cana-3052	152	16	by	by	ADP
cana-3052	152	17	kuhaneswaran	kuhaneswaran	PROPN
cana-3052	152	18	a	a	DET
cana-3052	152	19	/	/	SYM
cana-3052	152	20	l	l	NOUN
cana-3052	152	21	govindasamy	govindasamy	NOUN
cana-3052	152	22	and	and	CCONJ
cana-3052	152	23	naveen	naveen	PROPN
cana-3052	152	24	palanichamy	palanichamy	PROPN
cana-3052	152	25	's	's	PART
cana-3052	152	26	research	research	NOUN
cana-3052	152	27	.	.	PUNCT
cana-3052	153	1	the	the	DET
cana-3052	153	2	study	study	NOUN
cana-3052	153	3	demonstrates	demonstrate	VERB
cana-3052	153	4	how	how	SCONJ
cana-3052	153	5	user	user	NOUN
cana-3052	153	6	-	-	PUNCT
cana-3052	153	7	generated	generate	VERB
cana-3052	153	8	content	content	NOUN
cana-3052	153	9	may	may	AUX
cana-3052	153	10	be	be	AUX
cana-3052	153	11	used	use	VERB
cana-3052	153	12	to	to	PART
cana-3052	153	13	improve	improve	VERB
cana-3052	153	14	mental	mental	ADJ
cana-3052	153	15	health	health	NOUN
cana-3052	153	16	research	research	NOUN
cana-3052	153	17	in	in	ADP
cana-3052	153	18	meaningful	meaningful	ADJ
cana-3052	153	19	ways	way	NOUN
cana-3052	153	20	.	.	PUNCT
cana-3052	154	1	this	this	DET
cana-3052	154	2	research	research	NOUN
cana-3052	154	3	marks	mark	VERB
cana-3052	154	4	a	a	DET
cana-3052	154	5	significant	significant	ADJ
cana-3052	154	6	step	step	NOUN
cana-3052	154	7	towards	towards	ADP
cana-3052	154	8	utilising	utilise	VERB
cana-3052	154	9	technology	technology	NOUN
cana-3052	154	10	's	's	PART
cana-3052	154	11	potential	potential	NOUN
cana-3052	154	12	to	to	PART
cana-3052	154	13	improve	improve	VERB
cana-3052	154	14	mental	mental	ADJ
cana-3052	154	15	health	health	NOUN
cana-3052	154	16	,	,	PUNCT
cana-3052	154	17	given	give	VERB
cana-3052	154	18	its	its	PRON
cana-3052	154	19	ongoing	ongoing	ADJ
cana-3052	154	20	essential	essential	ADJ
cana-3052	154	21	role	role	NOUN
cana-3052	154	22	in	in	ADP
cana-3052	154	23	healthcare	healthcare	PROPN
cana-3052	154	24	.	.	PUNCT
cana-3052	155	1	3	3	X
cana-3052	155	2	.	.	X
cana-3052	155	3	design	design	NOUN
cana-3052	155	4	goal	goal	NOUN
cana-3052	155	5	studentemoscan	studentemoscan	PROPN
cana-3052	155	6	is	be	AUX
cana-3052	155	7	an	an	DET
cana-3052	155	8	advanced	advanced	ADJ
cana-3052	155	9	effort	effort	NOUN
cana-3052	155	10	that	that	PRON
cana-3052	155	11	uses	use	VERB
cana-3052	155	12	the	the	DET
cana-3052	155	13	analysis	analysis	NOUN
cana-3052	155	14	of	of	ADP
cana-3052	155	15	multichannel	multichannel	ADJ
cana-3052	155	16	emotional	emotional	ADJ
cana-3052	155	17	patterns	pattern	NOUN
cana-3052	155	18	to	to	PART
cana-3052	155	19	detect	detect	VERB
cana-3052	155	20	mental	mental	ADJ
cana-3052	155	21	problems	problem	NOUN
cana-3052	155	22	,	,	PUNCT
cana-3052	155	23	hence	hence	ADV
cana-3052	155	24	revolutionising	revolutionise	VERB
cana-3052	155	25	mental	mental	ADJ
cana-3052	155	26	health	health	NOUN
cana-3052	155	27	care	care	NOUN
cana-3052	155	28	for	for	ADP
cana-3052	155	29	college	college	NOUN
cana-3052	155	30	students	student	NOUN
cana-3052	155	31	.	.	PUNCT
cana-3052	156	1	communications	communication	NOUN
cana-3052	156	2	on	on	ADP
cana-3052	156	3	applied	apply	VERB
cana-3052	156	4	nonlinear	nonlinear	ADJ
cana-3052	156	5	analysis	analysis	NOUN
cana-3052	156	6	issn	issn	NOUN
cana-3052	156	7	:	:	PUNCT
cana-3052	156	8	1074	1074	NUM
cana-3052	156	9	-	-	PUNCT
cana-3052	156	10	133x	133x	NUM
cana-3052	156	11	vol	vol	NOUN
cana-3052	156	12	32	32	NUM
cana-3052	156	13	no	no	NOUN
cana-3052	156	14	.	.	PUNCT
cana-3052	157	1	5s	5s	NUM
cana-3052	157	2	(	(	PUNCT
cana-3052	157	3	2025	2025	NUM
cana-3052	157	4	)	)	PUNCT
cana-3052	157	5	261	261	NUM
cana-3052	157	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	157	7	studentemoscan	studentemoscan	PROPN
cana-3052	157	8	's	's	PART
cana-3052	157	9	primary	primary	ADJ
cana-3052	157	10	design	design	NOUN
cana-3052	157	11	objective	objective	NOUN
cana-3052	157	12	is	be	AUX
cana-3052	157	13	to	to	PART
cana-3052	157	14	develop	develop	VERB
cana-3052	157	15	a	a	DET
cana-3052	157	16	complete	complete	ADJ
cana-3052	157	17	,	,	PUNCT
cana-3052	157	18	proactive	proactive	ADJ
cana-3052	157	19	,	,	PUNCT
cana-3052	157	20	and	and	CCONJ
cana-3052	157	21	technologically	technologically	ADV
cana-3052	157	22	advanced	advanced	ADJ
cana-3052	157	23	solution	solution	NOUN
cana-3052	157	24	that	that	PRON
cana-3052	157	25	directly	directly	ADV
cana-3052	157	26	tackles	tackle	VERB
cana-3052	157	27	the	the	DET
cana-3052	157	28	growing	grow	VERB
cana-3052	157	29	mental	mental	ADJ
cana-3052	157	30	health	health	NOUN
cana-3052	157	31	issues	issue	NOUN
cana-3052	157	32	that	that	PRON
cana-3052	157	33	college	college	NOUN
cana-3052	157	34	students	student	NOUN
cana-3052	157	35	are	be	AUX
cana-3052	157	36	facing	face	VERB
cana-3052	157	37	.	.	PUNCT
cana-3052	158	1	studentemoscan	studentemoscan	PROPN
cana-3052	158	2	's	's	PART
cana-3052	158	3	core	core	NOUN
cana-3052	158	4	functionality	functionality	NOUN
cana-3052	158	5	is	be	AUX
cana-3052	158	6	the	the	DET
cana-3052	158	7	combination	combination	NOUN
cana-3052	158	8	of	of	ADP
cana-3052	158	9	smart	smart	ADJ
cana-3052	158	10	social	social	ADJ
cana-3052	158	11	media	medium	NOUN
cana-3052	158	12	data	datum	NOUN
cana-3052	158	13	analysis	analysis	NOUN
cana-3052	158	14	and	and	CCONJ
cana-3052	158	15	wearable	wearable	ADJ
cana-3052	158	16	technology	technology	NOUN
cana-3052	158	17	that	that	PRON
cana-3052	158	18	can	can	AUX
cana-3052	158	19	record	record	VERB
cana-3052	158	20	physiological	physiological	ADJ
cana-3052	158	21	signals	signal	NOUN
cana-3052	158	22	in	in	ADP
cana-3052	158	23	real	real	ADJ
cana-3052	158	24	-	-	PUNCT
cana-3052	158	25	time	time	NOUN
cana-3052	158	26	.	.	PUNCT
cana-3052	159	1	this	this	DET
cana-3052	159	2	two	two	NUM
cana-3052	159	3	-	-	PUNCT
cana-3052	159	4	pronged	pronged	ADJ
cana-3052	159	5	approach	approach	NOUN
cana-3052	159	6	seeks	seek	VERB
cana-3052	159	7	to	to	PART
cana-3052	159	8	provide	provide	VERB
cana-3052	159	9	a	a	DET
cana-3052	159	10	comprehensive	comprehensive	ADJ
cana-3052	159	11	knowledge	knowledge	NOUN
cana-3052	159	12	of	of	ADP
cana-3052	159	13	people	people	NOUN
cana-3052	159	14	's	's	PART
cana-3052	159	15	emotional	emotional	ADJ
cana-3052	159	16	health	health	NOUN
cana-3052	159	17	by	by	ADP
cana-3052	159	18	acknowledging	acknowledge	VERB
cana-3052	159	19	the	the	DET
cana-3052	159	20	complex	complex	ADJ
cana-3052	159	21	interplay	interplay	NOUN
cana-3052	159	22	between	between	ADP
cana-3052	159	23	physiological	physiological	ADJ
cana-3052	159	24	reactions	reaction	NOUN
cana-3052	159	25	and	and	CCONJ
cana-3052	159	26	online	online	ADJ
cana-3052	159	27	behaviours	behaviour	NOUN
cana-3052	159	28	.	.	PUNCT
cana-3052	160	1	through	through	ADP
cana-3052	160	2	the	the	DET
cana-3052	160	3	smooth	smooth	ADJ
cana-3052	160	4	integration	integration	NOUN
cana-3052	160	5	of	of	ADP
cana-3052	160	6	these	these	DET
cana-3052	160	7	multichannel	multichannel	ADJ
cana-3052	160	8	emotional	emotional	ADJ
cana-3052	160	9	patterns	pattern	NOUN
cana-3052	160	10	and	and	CCONJ
cana-3052	160	11	the	the	DET
cana-3052	160	12	use	use	NOUN
cana-3052	160	13	of	of	ADP
cana-3052	160	14	cutting	cut	VERB
cana-3052	160	15	-	-	PUNCT
cana-3052	160	16	edge	edge	NOUN
cana-3052	160	17	machine	machine	NOUN
cana-3052	160	18	learning	learning	NOUN
cana-3052	160	19	algorithms	algorithm	NOUN
cana-3052	160	20	,	,	PUNCT
cana-3052	160	21	studentemoscan	studentemoscan	PROPN
cana-3052	160	22	works	work	VERB
cana-3052	160	23	to	to	PART
cana-3052	160	24	provide	provide	VERB
cana-3052	160	25	a	a	DET
cana-3052	160	26	strong	strong	ADJ
cana-3052	160	27	foundation	foundation	NOUN
cana-3052	160	28	for	for	ADP
cana-3052	160	29	the	the	DET
cana-3052	160	30	early	early	ADJ
cana-3052	160	31	identification	identification	NOUN
cana-3052	160	32	and	and	CCONJ
cana-3052	160	33	distinction	distinction	NOUN
cana-3052	160	34	of	of	ADP
cana-3052	160	35	different	different	ADJ
cana-3052	160	36	mental	mental	ADJ
cana-3052	160	37	illnesses	illness	NOUN
cana-3052	160	38	.	.	PUNCT
cana-3052	161	1	eventually	eventually	ADV
cana-3052	161	2	,	,	PUNCT
cana-3052	161	3	studentemoscan	studentemoscan	PROPN
cana-3052	161	4	hopes	hope	VERB
cana-3052	161	5	to	to	PART
cana-3052	161	6	create	create	VERB
cana-3052	161	7	a	a	DET
cana-3052	161	8	flexible	flexible	ADJ
cana-3052	161	9	and	and	CCONJ
cana-3052	161	10	all	all	ADV
cana-3052	161	11	-	-	PUNCT
cana-3052	161	12	encompassing	encompass	VERB
cana-3052	161	13	system	system	NOUN
cana-3052	161	14	that	that	PRON
cana-3052	161	15	goes	go	VERB
cana-3052	161	16	beyond	beyond	ADP
cana-3052	161	17	the	the	DET
cana-3052	161	18	constraints	constraint	NOUN
cana-3052	161	19	of	of	ADP
cana-3052	161	20	conventional	conventional	ADJ
cana-3052	161	21	mental	mental	ADJ
cana-3052	161	22	health	health	NOUN
cana-3052	161	23	services	service	NOUN
cana-3052	161	24	on	on	ADP
cana-3052	161	25	college	college	NOUN
cana-3052	161	26	campuses	campus	NOUN
cana-3052	161	27	.	.	PUNCT
cana-3052	162	1	studentemoscan	studentemoscan	PROPN
cana-3052	162	2	hopes	hope	VERB
cana-3052	162	3	to	to	PART
cana-3052	162	4	transform	transform	VERB
cana-3052	162	5	the	the	DET
cana-3052	162	6	mental	mental	ADJ
cana-3052	162	7	health	health	NOUN
cana-3052	162	8	scene	scene	NOUN
cana-3052	162	9	by	by	ADP
cana-3052	162	10	supporting	support	VERB
cana-3052	162	11	students	student	NOUN
cana-3052	162	12	in	in	ADP
cana-3052	162	13	their	their	PRON
cana-3052	162	14	academic	academic	ADJ
cana-3052	162	15	endeavours	endeavour	NOUN
cana-3052	162	16	and	and	CCONJ
cana-3052	162	17	beyond	beyond	ADP
cana-3052	162	18	by	by	ADP
cana-3052	162	19	being	be	AUX
cana-3052	162	20	in	in	ADP
cana-3052	162	21	line	line	NOUN
cana-3052	162	22	with	with	ADP
cana-3052	162	23	these	these	DET
cana-3052	162	24	design	design	NOUN
cana-3052	162	25	objectives	objective	NOUN
cana-3052	162	26	.	.	PUNCT
cana-3052	163	1	this	this	PRON
cana-3052	163	2	will	will	AUX
cana-3052	163	3	empower	empower	VERB
cana-3052	163	4	students	student	NOUN
cana-3052	163	5	and	and	CCONJ
cana-3052	163	6	foster	foster	VERB
cana-3052	163	7	a	a	DET
cana-3052	163	8	proactive	proactive	ADJ
cana-3052	163	9	well	well	ADV
cana-3052	163	10	-	-	PUNCT
cana-3052	163	11	being	be	AUX
cana-3052	163	12	culture	culture	NOUN
cana-3052	163	13	.	.	PUNCT
cana-3052	164	1	the	the	DET
cana-3052	164	2	goal	goal	NOUN
cana-3052	164	3	of	of	ADP
cana-3052	164	4	creating	create	VERB
cana-3052	164	5	stronger	strong	ADJ
cana-3052	164	6	,	,	PUNCT
cana-3052	164	7	more	more	ADV
cana-3052	164	8	resilient	resilient	ADJ
cana-3052	164	9	,	,	PUNCT
cana-3052	164	10	and	and	CCONJ
cana-3052	164	11	more	more	ADV
cana-3052	164	12	empowered	empower	VERB
cana-3052	164	13	campus	campus	NOUN
cana-3052	164	14	communities	community	NOUN
cana-3052	164	15	is	be	AUX
cana-3052	164	16	one	one	NUM
cana-3052	164	17	that	that	PRON
cana-3052	164	18	studentemoscan	studentemoscan	PROPN
cana-3052	164	19	is	be	AUX
cana-3052	164	20	committed	commit	VERB
cana-3052	164	21	to	to	ADP
cana-3052	164	22	advancing	advance	VERB
cana-3052	164	23	.	.	PUNCT
cana-3052	165	1	4	4	X
cana-3052	165	2	.	.	X
cana-3052	165	3	research	research	NOUN
cana-3052	165	4	and	and	CCONJ
cana-3052	165	5	implementation	implementation	NOUN
cana-3052	165	6	this	this	DET
cana-3052	165	7	study	study	NOUN
cana-3052	165	8	investigates	investigate	VERB
cana-3052	165	9	the	the	DET
cana-3052	165	10	function	function	NOUN
cana-3052	165	11	of	of	ADP
cana-3052	165	12	education	education	NOUN
cana-3052	165	13	in	in	ADP
cana-3052	165	14	fostering	foster	VERB
cana-3052	165	15	the	the	DET
cana-3052	165	16	expansion	expansion	NOUN
cana-3052	165	17	of	of	ADP
cana-3052	165	18	society	society	NOUN
cana-3052	165	19	and	and	CCONJ
cana-3052	165	20	the	the	DET
cana-3052	165	21	acquisition	acquisition	NOUN
cana-3052	165	22	of	of	ADP
cana-3052	165	23	new	new	ADJ
cana-3052	165	24	information	information	NOUN
cana-3052	165	25	.	.	PUNCT
cana-3052	166	1	the	the	DET
cana-3052	166	2	learning	learn	VERB
cana-3052	166	3	objectives	objective	NOUN
cana-3052	166	4	of	of	ADP
cana-3052	166	5	unesco	unesco	PROPN
cana-3052	166	6	are	be	AUX
cana-3052	166	7	highlighted	highlight	VERB
cana-3052	166	8	in	in	ADP
cana-3052	166	9	the	the	DET
cana-3052	166	10	report	report	NOUN
cana-3052	166	11	,	,	PUNCT
cana-3052	166	12	and	and	CCONJ
cana-3052	166	13	these	these	PRON
cana-3052	166	14	include	include	VERB
cana-3052	166	15	learning	learn	VERB
cana-3052	166	16	to	to	PART
cana-3052	166	17	know	know	VERB
cana-3052	166	18	,	,	PUNCT
cana-3052	166	19	learning	learn	VERB
cana-3052	166	20	to	to	PART
cana-3052	166	21	do	do	VERB
cana-3052	166	22	,	,	PUNCT
cana-3052	166	23	learning	learn	VERB
cana-3052	166	24	to	to	PART
cana-3052	166	25	live	live	VERB
cana-3052	166	26	in	in	ADP
cana-3052	166	27	harmony	harmony	NOUN
cana-3052	166	28	,	,	PUNCT
cana-3052	166	29	and	and	CCONJ
cana-3052	166	30	learning	learn	VERB
cana-3052	166	31	to	to	PART
cana-3052	166	32	be	be	AUX
cana-3052	166	33	.	.	PUNCT
cana-3052	167	1	yet	yet	ADV
cana-3052	167	2	,	,	PUNCT
cana-3052	167	3	the	the	DET
cana-3052	167	4	contemporary	contemporary	ADJ
cana-3052	167	5	educational	educational	ADJ
cana-3052	167	6	system	system	NOUN
cana-3052	167	7	's	's	PART
cana-3052	167	8	emphasis	emphasis	NOUN
cana-3052	167	9	on	on	ADP
cana-3052	167	10	"	"	PUNCT
cana-3052	167	11	learning	learn	VERB
cana-3052	167	12	to	to	PART
cana-3052	167	13	know	know	VERB
cana-3052	167	14	"	"	PUNCT
cana-3052	167	15	has	have	AUX
cana-3052	167	16	given	give	VERB
cana-3052	167	17	way	way	NOUN
cana-3052	167	18	to	to	ADP
cana-3052	167	19	a	a	DET
cana-3052	167	20	focus	focus	NOUN
cana-3052	167	21	on	on	ADP
cana-3052	167	22	passing	pass	VERB
cana-3052	167	23	tests	test	NOUN
cana-3052	167	24	and	and	CCONJ
cana-3052	167	25	achieving	achieve	VERB
cana-3052	167	26	particular	particular	ADJ
cana-3052	167	27	goals	goal	NOUN
cana-3052	167	28	.	.	PUNCT
cana-3052	168	1	the	the	DET
cana-3052	168	2	report	report	NOUN
cana-3052	168	3	suggests	suggest	VERB
cana-3052	168	4	a	a	DET
cana-3052	168	5	new	new	ADJ
cana-3052	168	6	educational	educational	ADJ
cana-3052	168	7	paradigm	paradigm	NOUN
cana-3052	168	8	to	to	PART
cana-3052	168	9	address	address	VERB
cana-3052	168	10	this	this	DET
cana-3052	168	11	problem	problem	NOUN
cana-3052	168	12	,	,	PUNCT
cana-3052	168	13	one	one	NOUN
cana-3052	168	14	that	that	PRON
cana-3052	168	15	makes	make	VERB
cana-3052	168	16	use	use	NOUN
cana-3052	168	17	of	of	ADP
cana-3052	168	18	data	datum	NOUN
cana-3052	168	19	science	science	NOUN
cana-3052	168	20	to	to	PART
cana-3052	168	21	gather	gather	VERB
cana-3052	168	22	information	information	NOUN
cana-3052	168	23	from	from	ADP
cana-3052	168	24	students	student	NOUN
cana-3052	168	25	and	and	CCONJ
cana-3052	168	26	offer	offer	VERB
cana-3052	168	27	tailored	tailor	VERB
cana-3052	168	28	recommendations	recommendation	NOUN
cana-3052	168	29	based	base	VERB
cana-3052	168	30	on	on	ADP
cana-3052	168	31	their	their	PRON
cana-3052	168	32	interests	interest	NOUN
cana-3052	168	33	and	and	CCONJ
cana-3052	168	34	academic	academic	ADJ
cana-3052	168	35	achievement	achievement	NOUN
cana-3052	168	36	.	.	PUNCT
cana-3052	169	1	the	the	DET
cana-3052	169	2	proposed	propose	VERB
cana-3052	169	3	methodology	methodology	NOUN
cana-3052	169	4	seeks	seek	VERB
cana-3052	169	5	to	to	PART
cana-3052	169	6	assist	assist	VERB
cana-3052	169	7	students	student	NOUN
cana-3052	169	8	in	in	ADP
cana-3052	169	9	making	make	VERB
cana-3052	169	10	better	well	ADJ
cana-3052	169	11	decisions	decision	NOUN
cana-3052	169	12	and	and	CCONJ
cana-3052	169	13	creating	create	VERB
cana-3052	169	14	a	a	DET
cana-3052	169	15	brighter	bright	ADJ
cana-3052	169	16	future	future	NOUN
cana-3052	169	17	for	for	ADP
cana-3052	169	18	themselves	themselves	PRON
cana-3052	169	19	as	as	ADV
cana-3052	169	20	well	well	ADV
cana-3052	169	21	as	as	ADP
cana-3052	169	22	society	society	NOUN
cana-3052	169	23	by	by	ADP
cana-3052	169	24	drawing	draw	VERB
cana-3052	169	25	information	information	NOUN
cana-3052	169	26	from	from	ADP
cana-3052	169	27	this	this	DET
cana-3052	169	28	data	datum	NOUN
cana-3052	169	29	and	and	CCONJ
cana-3052	169	30	guiding	guide	VERB
cana-3052	169	31	them	they	PRON
cana-3052	169	32	into	into	ADP
cana-3052	169	33	study	study	NOUN
cana-3052	169	34	topics	topic	NOUN
cana-3052	169	35	that	that	PRON
cana-3052	169	36	are	be	AUX
cana-3052	169	37	consistent	consistent	ADJ
cana-3052	169	38	with	with	ADP
cana-3052	169	39	their	their	PRON
cana-3052	169	40	long	long	ADJ
cana-3052	169	41	-	-	PUNCT
cana-3052	169	42	term	term	NOUN
cana-3052	169	43	objectives	objective	NOUN
cana-3052	169	44	.	.	PUNCT
cana-3052	170	1	the	the	DET
cana-3052	170	2	model	model	NOUN
cana-3052	170	3	consists	consist	VERB
cana-3052	170	4	of	of	ADP
cana-3052	170	5	two	two	NUM
cana-3052	170	6	primary	primary	ADJ
cana-3052	170	7	parts	part	NOUN
cana-3052	170	8	.	.	PUNCT
cana-3052	171	1	data	datum	NOUN
cana-3052	171	2	from	from	ADP
cana-3052	171	3	students	student	NOUN
cana-3052	171	4	who	who	PRON
cana-3052	171	5	have	have	AUX
cana-3052	171	6	completed	complete	VERB
cana-3052	171	7	their	their	PRON
cana-3052	171	8	secondary	secondary	ADJ
cana-3052	171	9	education	education	NOUN
cana-3052	171	10	is	be	AUX
cana-3052	171	11	collected	collect	VERB
cana-3052	171	12	for	for	ADP
cana-3052	171	13	the	the	DET
cana-3052	171	14	first	first	ADJ
cana-3052	171	15	component	component	NOUN
cana-3052	171	16	,	,	PUNCT
cana-3052	171	17	while	while	SCONJ
cana-3052	171	18	information	information	NOUN
cana-3052	171	19	from	from	ADP
cana-3052	171	20	students	student	NOUN
cana-3052	171	21	who	who	PRON
cana-3052	171	22	are	be	AUX
cana-3052	171	23	actively	actively	ADV
cana-3052	171	24	enrolled	enrol	VERB
cana-3052	171	25	in	in	ADP
cana-3052	171	26	higher	high	ADJ
cana-3052	171	27	education	education	NOUN
cana-3052	171	28	is	be	AUX
cana-3052	171	29	collected	collect	VERB
cana-3052	171	30	for	for	ADP
cana-3052	171	31	the	the	DET
cana-3052	171	32	second	second	NOUN
cana-3052	171	33	.	.	PUNCT
cana-3052	172	1	the	the	DET
cana-3052	172	2	suggested	suggest	VERB
cana-3052	172	3	method	method	NOUN
cana-3052	172	4	can	can	AUX
cana-3052	172	5	offer	offer	VERB
cana-3052	172	6	appropriate	appropriate	ADJ
cana-3052	172	7	forecasts	forecast	NOUN
cana-3052	172	8	and	and	CCONJ
cana-3052	172	9	tailored	tailor	VERB
cana-3052	172	10	recommendations	recommendation	NOUN
cana-3052	172	11	to	to	PART
cana-3052	172	12	assist	assist	VERB
cana-3052	172	13	students	student	NOUN
cana-3052	172	14	in	in	ADP
cana-3052	172	15	realizing	realize	VERB
cana-3052	172	16	their	their	PRON
cana-3052	172	17	full	full	ADJ
cana-3052	172	18	potential	potential	NOUN
cana-3052	172	19	by	by	ADP
cana-3052	172	20	building	build	VERB
cana-3052	172	21	a	a	DET
cana-3052	172	22	training	training	NOUN
cana-3052	172	23	model	model	NOUN
cana-3052	172	24	based	base	VERB
cana-3052	172	25	on	on	ADP
cana-3052	172	26	this	this	DET
cana-3052	172	27	data	datum	NOUN
cana-3052	172	28	.	.	PUNCT
cana-3052	173	1	the	the	DET
cana-3052	173	2	predicted	predict	VERB
cana-3052	173	3	departmental	departmental	ADJ
cana-3052	173	4	decline	decline	NOUN
cana-3052	173	5	in	in	ADP
cana-3052	173	6	adequate	adequate	ADJ
cana-3052	173	7	yearly	yearly	ADJ
cana-3052	173	8	progress	progress	NOUN
cana-3052	173	9	(	(	PUNCT
cana-3052	173	10	ayp	ayp	NOUN
cana-3052	173	11	)	)	PUNCT
cana-3052	173	12	linked	link	VERB
cana-3052	173	13	to	to	ADP
cana-3052	173	14	externalising	externalise	VERB
cana-3052	173	15	problems	problem	NOUN
cana-3052	173	16	is	be	AUX
cana-3052	173	17	examined	examine	VERB
cana-3052	173	18	in	in	ADP
cana-3052	173	19	detail	detail	NOUN
cana-3052	173	20	,	,	PUNCT
cana-3052	173	21	as	as	SCONJ
cana-3052	173	22	are	be	AUX
cana-3052	173	23	the	the	DET
cana-3052	173	24	complex	complex	ADJ
cana-3052	173	25	interactions	interaction	NOUN
cana-3052	173	26	between	between	ADP
cana-3052	173	27	different	different	ADJ
cana-3052	173	28	departmental	departmental	ADJ
cana-3052	173	29	features	feature	NOUN
cana-3052	173	30	in	in	ADP
cana-3052	173	31	38	38	NUM
cana-3052	173	32	departments	department	NOUN
cana-3052	173	33	.	.	PUNCT
cana-3052	174	1	the	the	DET
cana-3052	174	2	study	study	NOUN
cana-3052	174	3	demonstrates	demonstrate	VERB
cana-3052	174	4	a	a	DET
cana-3052	174	5	complex	complex	ADJ
cana-3052	174	6	relationship	relationship	NOUN
cana-3052	174	7	and	and	CCONJ
cana-3052	174	8	clarifies	clarify	VERB
cana-3052	174	9	how	how	SCONJ
cana-3052	174	10	externalising	externalise	VERB
cana-3052	174	11	issues	issue	NOUN
cana-3052	174	12	affect	affect	VERB
cana-3052	174	13	academic	academic	ADJ
cana-3052	174	14	performance	performance	NOUN
cana-3052	174	15	.	.	PUNCT
cana-3052	175	1	to	to	PART
cana-3052	175	2	determine	determine	VERB
cana-3052	175	3	the	the	DET
cana-3052	175	4	robustness	robustness	NOUN
cana-3052	175	5	of	of	ADP
cana-3052	175	6	the	the	DET
cana-3052	175	7	observed	observe	VERB
cana-3052	175	8	connections	connection	NOUN
cana-3052	175	9	,	,	PUNCT
cana-3052	175	10	we	we	PRON
cana-3052	175	11	use	use	VERB
cana-3052	175	12	partial	partial	ADJ
cana-3052	175	13	ranking	ranking	NOUN
cana-3052	175	14	correlation	correlation	NOUN
cana-3052	175	15	coefficients	coefficient	NOUN
cana-3052	175	16	to	to	PART
cana-3052	175	17	examine	examine	VERB
cana-3052	175	18	the	the	DET
cana-3052	175	19	complex	complex	ADJ
cana-3052	175	20	correlations	correlation	NOUN
cana-3052	175	21	while	while	SCONJ
cana-3052	175	22	taking	take	VERB
cana-3052	175	23	internal	internal	ADJ
cana-3052	175	24	issues	issue	NOUN
cana-3052	175	25	and	and	CCONJ
cana-3052	175	26	demographic	demographic	ADJ
cana-3052	175	27	factors	factor	NOUN
cana-3052	175	28	into	into	ADP
cana-3052	175	29	account	account	NOUN
cana-3052	175	30	.	.	PUNCT
cana-3052	176	1	the	the	DET
cana-3052	176	2	multifaceted	multifaceted	ADJ
cana-3052	176	3	construct	construct	NOUN
cana-3052	176	4	of	of	ADP
cana-3052	176	5	academic	academic	ADJ
cana-3052	176	6	success	success	NOUN
cana-3052	176	7	is	be	AUX
cana-3052	176	8	influenced	influence	VERB
cana-3052	176	9	by	by	ADP
cana-3052	176	10	various	various	ADJ
cana-3052	176	11	departmental	departmental	ADJ
cana-3052	176	12	features	feature	NOUN
cana-3052	176	13	.	.	PUNCT
cana-3052	177	1	communications	communication	NOUN
cana-3052	177	2	on	on	ADP
cana-3052	177	3	applied	apply	VERB
cana-3052	177	4	nonlinear	nonlinear	ADJ
cana-3052	177	5	analysis	analysis	NOUN
cana-3052	177	6	issn	issn	NOUN
cana-3052	177	7	:	:	PUNCT
cana-3052	177	8	1074	1074	NUM
cana-3052	177	9	-	-	PUNCT
cana-3052	177	10	133x	133x	NUM
cana-3052	177	11	vol	vol	NOUN
cana-3052	177	12	32	32	NUM
cana-3052	177	13	no	no	NOUN
cana-3052	177	14	.	.	PUNCT
cana-3052	178	1	5s	5s	NUM
cana-3052	178	2	(	(	PUNCT
cana-3052	178	3	2025	2025	NUM
cana-3052	178	4	)	)	PUNCT
cana-3052	178	5	262	262	NUM
cana-3052	178	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	178	7	table	table	NOUN
cana-3052	178	8	5	5	NUM
cana-3052	178	9	:	:	PUNCT
cana-3052	178	10	a	a	DET
cana-3052	178	11	representative	representative	ADJ
cana-3052	178	12	phrase	phrase	NOUN
cana-3052	178	13	of	of	ADP
cana-3052	178	14	the	the	DET
cana-3052	178	15	icet	icet	PROPN
cana-3052	178	16	undergraduate	undergraduate	NOUN
cana-3052	178	17	questionnaire	questionnaire	NOUN
cana-3052	178	18	(	(	PUNCT
cana-3052	178	19	n	n	NOUN
cana-3052	178	20	=	=	SYM
cana-3052	178	21	4,921	4,921	NUM
cana-3052	178	22	)	)	PUNCT
cana-3052	178	23	.	.	PUNCT
cana-3052	179	1	fig	fig	NOUN
cana-3052	179	2	.	.	PUNCT
cana-3052	180	1	7	7	X
cana-3052	180	2	.	.	X
cana-3052	180	3	rank	rank	NOUN
cana-3052	180	4	correlation	correlation	NOUN
cana-3052	180	5	between	between	ADP
cana-3052	180	6	department	department	NOUN
cana-3052	180	7	characteristics	characteristic	NOUN
cana-3052	180	8	.	.	PUNCT
cana-3052	181	1	the	the	DET
cana-3052	181	2	correlation	correlation	NOUN
cana-3052	181	3	between	between	ADP
cana-3052	181	4	other	other	ADJ
cana-3052	181	5	important	important	ADJ
cana-3052	181	6	characteristics	characteristic	NOUN
cana-3052	181	7	and	and	CCONJ
cana-3052	181	8	the	the	DET
cana-3052	181	9	decline	decline	NOUN
cana-3052	181	10	in	in	ADP
cana-3052	181	11	ayp	ayp	PROPN
cana-3052	181	12	associated	associate	VERB
cana-3052	181	13	with	with	ADP
cana-3052	181	14	externalising	externalise	VERB
cana-3052	181	15	difficulties	difficulty	NOUN
cana-3052	181	16	is	be	AUX
cana-3052	181	17	the	the	DET
cana-3052	181	18	main	main	ADJ
cana-3052	181	19	subject	subject	NOUN
cana-3052	181	20	of	of	ADP
cana-3052	181	21	this	this	DET
cana-3052	181	22	study	study	NOUN
cana-3052	181	23	.	.	PUNCT
cana-3052	182	1	for	for	ADP
cana-3052	182	2	targeted	target	VERB
cana-3052	182	3	educational	educational	ADJ
cana-3052	182	4	initiatives	initiative	NOUN
cana-3052	182	5	and	and	CCONJ
cana-3052	182	6	wellinformed	wellinforme	VERB
cana-3052	182	7	interventions	intervention	NOUN
cana-3052	182	8	,	,	PUNCT
cana-3052	182	9	it	it	PRON
cana-3052	182	10	is	be	AUX
cana-3052	182	11	imperative	imperative	ADJ
cana-3052	182	12	to	to	PART
cana-3052	182	13	comprehend	comprehend	VERB
cana-3052	182	14	these	these	DET
cana-3052	182	15	linkages	linkage	NOUN
cana-3052	182	16	.	.	PUNCT
cana-3052	183	1	ranking	rank	VERB
cana-3052	183	2	correlation	correlation	NOUN
cana-3052	183	3	coefficients	coefficient	NOUN
cana-3052	183	4	were	be	AUX
cana-3052	183	5	used	use	VERB
cana-3052	183	6	in	in	ADP
cana-3052	183	7	the	the	DET
cana-3052	183	8	study	study	NOUN
cana-3052	183	9	's	's	PART
cana-3052	183	10	analysis	analysis	NOUN
cana-3052	183	11	of	of	ADP
cana-3052	183	12	data	datum	NOUN
cana-3052	183	13	from	from	ADP
cana-3052	183	14	38	38	NUM
cana-3052	183	15	departments	department	NOUN
cana-3052	183	16	to	to	PART
cana-3052	183	17	evaluate	evaluate	VERB
cana-3052	183	18	relationships	relationship	NOUN
cana-3052	183	19	.	.	PUNCT
cana-3052	184	1	the	the	DET
cana-3052	184	2	primary	primary	ADJ
cana-3052	184	3	focus	focus	NOUN
cana-3052	184	4	was	be	AUX
cana-3052	184	5	on	on	ADP
cana-3052	184	6	the	the	DET
cana-3052	184	7	relationship	relationship	NOUN
cana-3052	184	8	between	between	ADP
cana-3052	184	9	departmental	departmental	ADJ
cana-3052	184	10	ayp	ayp	NOUN
cana-3052	184	11	and	and	CCONJ
cana-3052	184	12	the	the	DET
cana-3052	184	13	decline	decline	NOUN
cana-3052	184	14	in	in	ADP
cana-3052	184	15	ayp	ayp	PROPN
cana-3052	184	16	linked	link	VERB
cana-3052	184	17	to	to	ADP
cana-3052	184	18	externalising	externalise	VERB
cana-3052	184	19	issues	issue	NOUN
cana-3052	184	20	.	.	PUNCT
cana-3052	185	1	further	further	ADJ
cana-3052	185	2	associations	association	NOUN
cana-3052	185	3	with	with	ADP
cana-3052	185	4	the	the	DET
cana-3052	185	5	percentage	percentage	NOUN
cana-3052	185	6	of	of	ADP
cana-3052	185	7	male	male	ADJ
cana-3052	185	8	students	student	NOUN
cana-3052	185	9	,	,	PUNCT
cana-3052	185	10	the	the	DET
cana-3052	185	11	percentage	percentage	NOUN
cana-3052	185	12	of	of	ADP
cana-3052	185	13	students	student	NOUN
cana-3052	185	14	whose	whose	DET
cana-3052	185	15	parents	parent	NOUN
cana-3052	185	16	have	have	VERB
cana-3052	185	17	a	a	DET
cana-3052	185	18	high	high	ADJ
cana-3052	185	19	level	level	NOUN
cana-3052	185	20	of	of	ADP
cana-3052	185	21	education	education	NOUN
cana-3052	185	22	,	,	PUNCT
cana-3052	185	23	and	and	CCONJ
cana-3052	185	24	the	the	DET
cana-3052	185	25	internalising	internalise	VERB
cana-3052	185	26	challenges	challenge	NOUN
cana-3052	185	27	that	that	PRON
cana-3052	185	28	students	student	NOUN
cana-3052	185	29	have	have	VERB
cana-3052	185	30	after	after	ADP
cana-3052	185	31	a	a	DET
cana-3052	185	32	year	year	NOUN
cana-3052	185	33	were	be	AUX
cana-3052	185	34	looked	look	VERB
cana-3052	185	35	at	at	ADP
cana-3052	185	36	.	.	PUNCT
cana-3052	186	1	coefficients	coefficient	NOUN
cana-3052	186	2	of	of	ADP
cana-3052	186	3	partial	partial	ADJ
cana-3052	186	4	ranking	ranking	NOUN
cana-3052	186	5	correlation	correlation	NOUN
cana-3052	186	6	were	be	AUX
cana-3052	186	7	calculated	calculate	VERB
cana-3052	186	8	to	to	PART
cana-3052	186	9	account	account	VERB
cana-3052	186	10	for	for	ADP
cana-3052	186	11	other	other	ADJ
cana-3052	186	12	departmental	departmental	ADJ
cana-3052	186	13	characteristics	characteristic	NOUN
cana-3052	186	14	.	.	PUNCT
cana-3052	187	1	the	the	DET
cana-3052	187	2	departmental	departmental	ADJ
cana-3052	187	3	ayp	ayp	NOUN
cana-3052	187	4	and	and	CCONJ
cana-3052	187	5	the	the	DET
cana-3052	187	6	decline	decline	NOUN
cana-3052	187	7	in	in	ADP
cana-3052	187	8	ayp	ayp	PROPN
cana-3052	187	9	linked	link	VERB
cana-3052	187	10	to	to	ADP
cana-3052	187	11	externalising	externalise	VERB
cana-3052	187	12	disorders	disorder	NOUN
cana-3052	187	13	have	have	VERB
cana-3052	187	14	a	a	DET
cana-3052	187	15	strong	strong	ADJ
cana-3052	187	16	association	association	NOUN
cana-3052	187	17	(	(	PUNCT
cana-3052	187	18	ρ	ρ	PROPN
cana-3052	187	19	=	=	PUNCT
cana-3052	187	20	0.784	0.784	NUM
cana-3052	187	21	,	,	PUNCT
cana-3052	187	22	p	p	X
cana-3052	187	23	<	<	X
cana-3052	187	24	0.001	0.001	NUM
cana-3052	187	25	)	)	PUNCT
cana-3052	187	26	,	,	PUNCT
cana-3052	187	27	highlighting	highlight	VERB
cana-3052	187	28	the	the	DET
cana-3052	187	29	importance	importance	NOUN
cana-3052	187	30	of	of	ADP
cana-3052	187	31	externalising	externalise	VERB
cana-3052	187	32	issues	issue	NOUN
cana-3052	187	33	in	in	ADP
cana-3052	187	34	academic	academic	ADJ
cana-3052	187	35	outcomes	outcome	NOUN
cana-3052	187	36	.	.	PUNCT
cana-3052	188	1	the	the	DET
cana-3052	188	2	study	study	NOUN
cana-3052	188	3	revealed	reveal	VERB
cana-3052	188	4	positive	positive	ADJ
cana-3052	188	5	associations	association	NOUN
cana-3052	188	6	between	between	ADP
cana-3052	188	7	the	the	DET
cana-3052	188	8	percentage	percentage	NOUN
cana-3052	188	9	of	of	ADP
cana-3052	188	10	male	male	ADJ
cana-3052	188	11	students	student	NOUN
cana-3052	188	12	(	(	PUNCT
cana-3052	188	13	ρ	ρ	X
cana-3052	188	14	=	=	PUNCT
cana-3052	188	15	0.324	0.324	NUM
cana-3052	188	16	,	,	PUNCT
cana-3052	188	17	p	p	X
cana-3052	188	18	<	<	X
cana-3052	188	19	0.05	0.05	NUM
cana-3052	188	20	)	)	PUNCT
cana-3052	188	21	and	and	CCONJ
cana-3052	188	22	the	the	DET
cana-3052	188	23	percentage	percentage	NOUN
cana-3052	188	24	of	of	ADP
cana-3052	188	25	kids	kid	NOUN
cana-3052	188	26	whose	whose	DET
cana-3052	188	27	parents	parent	NOUN
cana-3052	188	28	have	have	VERB
cana-3052	188	29	a	a	DET
cana-3052	188	30	high	high	ADJ
cana-3052	188	31	level	level	NOUN
cana-3052	188	32	of	of	ADP
cana-3052	188	33	education	education	NOUN
cana-3052	188	34	(	(	PUNCT
cana-3052	188	35	ρ	ρ	NOUN
cana-3052	188	36	=	=	SYM
cana-3052	188	37	0.484	0.484	NUM
cana-3052	188	38	,	,	PUNCT
cana-3052	188	39	p	p	X
cana-3052	188	40	<	<	X
cana-3052	188	41	0.01	0.01	NUM
cana-3052	188	42	)	)	PUNCT
cana-3052	188	43	and	and	CCONJ
cana-3052	188	44	the	the	DET
cana-3052	188	45	decline	decline	NOUN
cana-3052	188	46	in	in	ADP
cana-3052	188	47	ayp	ayp	PROPN
cana-3052	188	48	linked	link	VERB
cana-3052	188	49	to	to	ADP
cana-3052	188	50	externalising	externalise	VERB
cana-3052	188	51	problems	problem	NOUN
cana-3052	188	52	.	.	PUNCT
cana-3052	189	1	the	the	DET
cana-3052	189	2	ayp	ayp	PROPN
cana-3052	189	3	decline	decline	NOUN
cana-3052	189	4	that	that	PRON
cana-3052	189	5	has	have	AUX
cana-3052	189	6	been	be	AUX
cana-3052	189	7	sample	sample	NOUN
cana-3052	189	8	departments	department	NOUN
cana-3052	189	9	%	%	INTJ
cana-3052	189	10	(	(	PUNCT
cana-3052	189	11	w	w	NOUN
cana-3052	189	12	)	)	PUNCT
cana-3052	189	13	se	se	X
cana-3052	189	14	n(w	n(w	NOUN
cana-3052	189	15	)	)	PUNCT
cana-3052	189	16	median	median	ADJ
cana-3052	189	17	iqr	iqr	PROPN
cana-3052	189	18	gender	gender	NOUN
cana-3052	189	19	female	female	NOUN
cana-3052	189	20	55.5	55.5	NUM
cana-3052	189	21	0.4	0.4	NUM
cana-3052	189	22	2725	2725	NUM
cana-3052	189	23	53.7	53.7	NUM
cana-3052	189	24	33.4–71.0	33.4–71.0	NUM
cana-3052	189	25	male	male	NOUN
cana-3052	189	26	44.6	44.6	NUM
cana-3052	189	27	0.4	0.4	NUM
cana-3052	189	28	2189	2189	NUM
cana-3052	189	29	46.3	46.3	NUM
cana-3052	189	30	29.0–66.6	29.0–66.6	NUM
cana-3052	189	31	age	age	NOUN
cana-3052	189	32	18y	18y	PUNCT
cana-3052	189	33	73.9	73.9	NUM
cana-3052	189	34	0.4	0.4	NUM
cana-3052	189	35	3633	3633	NUM
cana-3052	189	36	73.2	73.2	NUM
cana-3052	189	37	64.5–78.5	64.5–78.5	NUM
cana-3052	189	38	19y	19y	NUM
cana-3052	189	39	or	or	CCONJ
cana-3052	189	40	more	more	ADJ
cana-3052	189	41	26.1	26.1	NUM
cana-3052	189	42	0.4	0.4	NUM
cana-3052	189	43	1283	1283	NUM
cana-3052	189	44	26.9	26.9	NUM
cana-3052	189	45	21.5–35.5	21.5–35.5	NUM
cana-3052	189	46	parental	parental	ADJ
cana-3052	189	47	education	education	NOUN
cana-3052	189	48	both	both	CCONJ
cana-3052	189	49	high	high	ADJ
cana-3052	189	50	60.0	60.0	NUM
cana-3052	189	51	0.4	0.4	NUM
cana-3052	189	52	2536	2536	NUM
cana-3052	189	53	60.3	60.3	NUM
cana-3052	189	54	50.7–68.0	50.7–68.0	NUM
cana-3052	189	55	mixed	mix	VERB
cana-3052	189	56	24.3	24.3	NUM
cana-3052	189	57	0.4	0.4	NUM
cana-3052	189	58	1027	1027	NUM
cana-3052	189	59	23.6	23.6	NUM
cana-3052	189	60	19.4–30.0	19.4–30.0	NUM
cana-3052	189	61	both	both	CCONJ
cana-3052	189	62	low	low	ADJ
cana-3052	189	63	15.7	15.7	NUM
cana-3052	189	64	0.3	0.3	NUM
cana-3052	189	65	665	665	NUM
cana-3052	189	66	16.1	16.1	NUM
cana-3052	189	67	11.0–22.6	11.0–22.6	NUM
cana-3052	189	68	mental	mental	ADJ
cana-3052	189	69	disorder	disorder	NOUN
cana-3052	189	70	internalizing	internalize	VERB
cana-3052	189	71	23.7	23.7	NUM
cana-3052	189	72	0.4	0.4	NUM
cana-3052	189	73	957	957	NUM
cana-3052	189	74	23.3	23.3	NUM
cana-3052	189	75	%	%	NOUN
cana-3052	189	76	16.0–28.6	16.0–28.6	NUM
cana-3052	189	77	externalizing	externalize	VERB
cana-3052	189	78	18.3	18.3	NUM
cana-3052	189	79	0.4	0.4	NUM
cana-3052	189	80	734	734	NUM
cana-3052	189	81	18.7	18.7	NUM
cana-3052	189	82	%	%	NOUN
cana-3052	189	83	14.8–22.6	14.8–22.6	NUM
cana-3052	189	84	substance	substance	NOUN
cana-3052	189	85	use	use	VERB
cana-3052	189	86	5.4	5.4	NUM
cana-3052	189	87	0.2	0.2	NUM
cana-3052	189	88	215	215	NUM
cana-3052	189	89	5.2	5.2	NUM
cana-3052	189	90	%	%	NOUN
cana-3052	189	91	1.7–8.7	1.7–8.7	NUM
cana-3052	189	92	communications	communication	NOUN
cana-3052	189	93	on	on	ADP
cana-3052	189	94	applied	apply	VERB
cana-3052	189	95	nonlinear	nonlinear	ADJ
cana-3052	189	96	analysis	analysis	NOUN
cana-3052	189	97	issn	issn	NOUN
cana-3052	189	98	:	:	PUNCT
cana-3052	189	99	1074	1074	NUM
cana-3052	189	100	-	-	PUNCT
cana-3052	189	101	133x	133x	NUM
cana-3052	189	102	vol	vol	NOUN
cana-3052	189	103	32	32	NUM
cana-3052	189	104	no	no	NOUN
cana-3052	189	105	.	.	PUNCT
cana-3052	190	1	5s	5s	NUM
cana-3052	190	2	(	(	PUNCT
cana-3052	190	3	2025	2025	NUM
cana-3052	190	4	)	)	PUNCT
cana-3052	190	5	263	263	NUM
cana-3052	191	1	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-3052	191	2	observed	observe	VERB
cana-3052	191	3	may	may	AUX
cana-3052	191	4	be	be	AUX
cana-3052	191	5	attributed	attribute	VERB
cana-3052	191	6	to	to	ADP
cana-3052	191	7	specific	specific	ADJ
cana-3052	191	8	demographic	demographic	ADJ
cana-3052	191	9	traits	trait	NOUN
cana-3052	191	10	,	,	PUNCT
cana-3052	191	11	according	accord	VERB
cana-3052	191	12	to	to	ADP
cana-3052	191	13	these	these	DET
cana-3052	191	14	data	datum	NOUN
cana-3052	191	15	.	.	PUNCT
cana-3052	192	1	the	the	DET
cana-3052	192	2	inverse	inverse	NOUN
cana-3052	192	3	association	association	NOUN
cana-3052	192	4	between	between	ADP
cana-3052	192	5	the	the	DET
cana-3052	192	6	internalising	internalise	VERB
cana-3052	192	7	problems	problem	NOUN
cana-3052	192	8	and	and	CCONJ
cana-3052	192	9	the	the	DET
cana-3052	192	10	12	12	NUM
cana-3052	192	11	-	-	PUNCT
cana-3052	192	12	month	month	NOUN
cana-3052	192	13	internalising	internalise	VERB
cana-3052	192	14	problems	problem	NOUN
cana-3052	192	15	is	be	AUX
cana-3052	192	16	noteworthy	noteworthy	ADJ
cana-3052	192	17	,	,	PUNCT
cana-3052	192	18	as	as	SCONJ
cana-3052	192	19	seen	see	VERB
cana-3052	192	20	by	by	ADP
cana-3052	192	21	the	the	DET
cana-3052	192	22	negative	negative	ADJ
cana-3052	192	23	correlation	correlation	NOUN
cana-3052	192	24	(	(	PUNCT
cana-3052	192	25	ρ	ρ	NOUN
cana-3052	192	26	=	=	SYM
cana-3052	192	27	-0.384	-0.384	PROPN
cana-3052	192	28	,	,	PUNCT
cana-3052	192	29	p	p	X
cana-3052	192	30	<	<	X
cana-3052	192	31	0.05	0.05	NUM
cana-3052	192	32	)	)	PUNCT
cana-3052	192	33	.	.	PUNCT
cana-3052	193	1	according	accord	VERB
cana-3052	193	2	to	to	ADP
cana-3052	193	3	this	this	DET
cana-3052	193	4	research	research	NOUN
cana-3052	193	5	,	,	PUNCT
cana-3052	193	6	externalising	externalise	VERB
cana-3052	193	7	and	and	CCONJ
cana-3052	193	8	internalising	internalise	VERB
cana-3052	193	9	issues	issue	NOUN
cana-3052	193	10	may	may	AUX
cana-3052	193	11	interact	interact	VERB
cana-3052	193	12	in	in	ADP
cana-3052	193	13	an	an	DET
cana-3052	193	14	academic	academic	ADJ
cana-3052	193	15	setting	setting	NOUN
cana-3052	193	16	.	.	PUNCT
cana-3052	194	1	after	after	ADP
cana-3052	194	2	controlling	control	VERB
cana-3052	194	3	for	for	ADP
cana-3052	194	4	various	various	ADJ
cana-3052	194	5	departmental	departmental	ADJ
cana-3052	194	6	mean	mean	NOUN
cana-3052	194	7	values	value	NOUN
cana-3052	194	8	and	and	CCONJ
cana-3052	194	9	proportions	proportion	NOUN
cana-3052	194	10	,	,	PUNCT
cana-3052	194	11	the	the	DET
cana-3052	194	12	partial	partial	ADJ
cana-3052	194	13	ranking	ranking	NOUN
cana-3052	194	14	correlation	correlation	NOUN
cana-3052	194	15	coefficients	coefficient	NOUN
cana-3052	194	16	show	show	VERB
cana-3052	194	17	a	a	DET
cana-3052	194	18	consistent	consistent	ADJ
cana-3052	194	19	and	and	CCONJ
cana-3052	194	20	noteworthy	noteworthy	ADJ
cana-3052	194	21	relationship	relationship	NOUN
cana-3052	194	22	(	(	PUNCT
cana-3052	194	23	ρ	ρ	NOUN
cana-3052	194	24	=	=	SYM
cana-3052	194	25	-0.747	-0.747	PROPN
cana-3052	194	26	;	;	PUNCT
cana-3052	194	27	p	p	X
cana-3052	194	28	<	<	X
cana-3052	194	29	0.001	0.001	NUM
cana-3052	194	30	)	)	PUNCT
cana-3052	194	31	between	between	ADP
cana-3052	194	32	the	the	DET
cana-3052	194	33	departmental	departmental	ADJ
cana-3052	194	34	ayp	ayp	PROPN
cana-3052	194	35	decline	decline	NOUN
cana-3052	194	36	linked	link	VERB
cana-3052	194	37	to	to	ADP
cana-3052	194	38	12month	12month	NUM
cana-3052	194	39	externalising	externalise	VERB
cana-3052	194	40	issues	issue	NOUN
cana-3052	194	41	and	and	CCONJ
cana-3052	194	42	departmental	departmental	ADJ
cana-3052	194	43	ayp	ayp	PROPN
cana-3052	194	44	.	.	PUNCT
cana-3052	195	1	this	this	PRON
cana-3052	195	2	shows	show	VERB
cana-3052	195	3	that	that	SCONJ
cana-3052	195	4	even	even	ADV
cana-3052	195	5	after	after	ADP
cana-3052	195	6	considering	consider	VERB
cana-3052	195	7	other	other	ADJ
cana-3052	195	8	factors	factor	NOUN
cana-3052	195	9	,	,	PUNCT
cana-3052	195	10	externalising	externalise	VERB
cana-3052	195	11	difficulties	difficulty	NOUN
cana-3052	195	12	still	still	ADV
cana-3052	195	13	have	have	VERB
cana-3052	195	14	a	a	DET
cana-3052	195	15	significant	significant	ADJ
cana-3052	195	16	impact	impact	NOUN
cana-3052	195	17	on	on	ADP
cana-3052	195	18	ayp	ayp	PROPN
cana-3052	195	19	.	.	PUNCT
cana-3052	196	1	the	the	DET
cana-3052	196	2	findings	finding	NOUN
cana-3052	196	3	imply	imply	VERB
cana-3052	196	4	that	that	SCONJ
cana-3052	196	5	externalising	externalise	VERB
cana-3052	196	6	issues	issue	NOUN
cana-3052	196	7	play	play	VERB
cana-3052	196	8	a	a	DET
cana-3052	196	9	major	major	ADJ
cana-3052	196	10	role	role	NOUN
cana-3052	196	11	in	in	ADP
cana-3052	196	12	the	the	DET
cana-3052	196	13	differences	difference	NOUN
cana-3052	196	14	in	in	ADP
cana-3052	196	15	academic	academic	ADJ
cana-3052	196	16	achievement	achievement	NOUN
cana-3052	196	17	between	between	ADP
cana-3052	196	18	departments	department	NOUN
cana-3052	196	19	.	.	PUNCT
cana-3052	197	1	targeted	target	VERB
cana-3052	197	2	interventions	intervention	NOUN
cana-3052	197	3	are	be	AUX
cana-3052	197	4	necessary	necessary	ADJ
cana-3052	197	5	,	,	PUNCT
cana-3052	197	6	as	as	SCONJ
cana-3052	197	7	evidenced	evidence	VERB
cana-3052	197	8	by	by	ADP
cana-3052	197	9	the	the	DET
cana-3052	197	10	positive	positive	ADJ
cana-3052	197	11	correlations	correlation	NOUN
cana-3052	197	12	with	with	ADP
cana-3052	197	13	demographic	demographic	ADJ
cana-3052	197	14	characteristics	characteristic	NOUN
cana-3052	197	15	and	and	CCONJ
cana-3052	197	16	the	the	DET
cana-3052	197	17	negative	negative	ADJ
cana-3052	197	18	link	link	NOUN
cana-3052	197	19	with	with	ADP
cana-3052	197	20	internalising	internalise	VERB
cana-3052	197	21	difficulties	difficulty	NOUN
cana-3052	197	22	.	.	PUNCT
cana-3052	198	1	to	to	PART
cana-3052	198	2	lessen	lessen	VERB
cana-3052	198	3	the	the	DET
cana-3052	198	4	negative	negative	ADJ
cana-3052	198	5	effects	effect	NOUN
cana-3052	198	6	of	of	ADP
cana-3052	198	7	externalising	externalise	VERB
cana-3052	198	8	problems	problem	NOUN
cana-3052	198	9	on	on	ADP
cana-3052	198	10	academic	academic	ADJ
cana-3052	198	11	results	result	NOUN
cana-3052	198	12	,	,	PUNCT
cana-3052	198	13	more	more	ADJ
cana-3052	198	14	research	research	NOUN
cana-3052	198	15	should	should	AUX
cana-3052	198	16	be	be	AUX
cana-3052	198	17	done	do	VERB
cana-3052	198	18	to	to	PART
cana-3052	198	19	investigate	investigate	VERB
cana-3052	198	20	the	the	DET
cana-3052	198	21	mechanisms	mechanism	NOUN
cana-3052	198	22	behind	behind	ADP
cana-3052	198	23	these	these	DET
cana-3052	198	24	relationships	relationship	NOUN
cana-3052	198	25	.	.	PUNCT
cana-3052	199	1	the	the	DET
cana-3052	199	2	linkages	linkage	NOUN
cana-3052	199	3	between	between	ADP
cana-3052	199	4	externalising	externalise	VERB
cana-3052	199	5	difficulties	difficulty	NOUN
cana-3052	199	6	and	and	CCONJ
cana-3052	199	7	academic	academic	ADJ
cana-3052	199	8	achievement	achievement	NOUN
cana-3052	199	9	across	across	ADP
cana-3052	199	10	departments	department	NOUN
cana-3052	199	11	are	be	AUX
cana-3052	199	12	thoroughly	thoroughly	ADV
cana-3052	199	13	explored	explore	VERB
cana-3052	199	14	in	in	ADP
cana-3052	199	15	this	this	DET
cana-3052	199	16	study	study	NOUN
cana-3052	199	17	.	.	PUNCT
cana-3052	200	1	the	the	DET
cana-3052	200	2	results	result	NOUN
cana-3052	200	3	show	show	VERB
cana-3052	200	4	that	that	SCONJ
cana-3052	200	5	externalising	externalise	VERB
cana-3052	200	6	problems	problem	NOUN
cana-3052	200	7	continue	continue	VERB
cana-3052	200	8	to	to	PART
cana-3052	200	9	have	have	VERB
cana-3052	200	10	an	an	DET
cana-3052	200	11	impact	impact	NOUN
cana-3052	200	12	on	on	ADP
cana-3052	200	13	ayp	ayp	NOUN
cana-3052	200	14	even	even	ADV
cana-3052	200	15	when	when	SCONJ
cana-3052	200	16	other	other	ADJ
cana-3052	200	17	departmental	departmental	ADJ
cana-3052	200	18	features	feature	NOUN
cana-3052	200	19	are	be	AUX
cana-3052	200	20	considered	consider	VERB
cana-3052	200	21	,	,	PUNCT
cana-3052	200	22	adding	add	VERB
cana-3052	200	23	to	to	ADP
cana-3052	200	24	our	our	PRON
cana-3052	200	25	understanding	understanding	NOUN
cana-3052	200	26	of	of	ADP
cana-3052	200	27	the	the	DET
cana-3052	200	28	complex	complex	ADJ
cana-3052	200	29	elements	element	NOUN
cana-3052	200	30	impacting	impact	VERB
cana-3052	200	31	this	this	DET
cana-3052	200	32	phenomenon	phenomenon	NOUN
cana-3052	200	33	.	.	PUNCT
cana-3052	201	1	this	this	DET
cana-3052	201	2	information	information	NOUN
cana-3052	201	3	can	can	AUX
cana-3052	201	4	help	help	VERB
cana-3052	201	5	guide	guide	VERB
cana-3052	201	6	educational	educational	ADJ
cana-3052	201	7	initiatives	initiative	NOUN
cana-3052	201	8	and	and	CCONJ
cana-3052	201	9	policies	policy	NOUN
cana-3052	201	10	that	that	PRON
cana-3052	201	11	attempt	attempt	VERB
cana-3052	201	12	to	to	PART
cana-3052	201	13	improve	improve	VERB
cana-3052	201	14	academic	academic	ADJ
cana-3052	201	15	performance	performance	NOUN
cana-3052	201	16	in	in	ADP
cana-3052	201	17	a	a	DET
cana-3052	201	18	range	range	NOUN
cana-3052	201	19	of	of	ADP
cana-3052	201	20	learning	learn	VERB
cana-3052	201	21	environments	environment	NOUN
cana-3052	201	22	.	.	PUNCT
cana-3052	202	1	this	this	DET
cana-3052	202	2	pioneering	pioneer	VERB
cana-3052	202	3	study	study	NOUN
cana-3052	202	4	,	,	PUNCT
cana-3052	202	5	conducted	conduct	VERB
cana-3052	202	6	on	on	ADP
cana-3052	202	7	first	first	ADJ
cana-3052	202	8	-	-	PUNCT
cana-3052	202	9	year	year	NOUN
cana-3052	202	10	college	college	NOUN
cana-3052	202	11	students	student	NOUN
cana-3052	202	12	,	,	PUNCT
cana-3052	202	13	is	be	AUX
cana-3052	202	14	the	the	DET
cana-3052	202	15	first	first	ADJ
cana-3052	202	16	to	to	PART
cana-3052	202	17	investigate	investigate	VERB
cana-3052	202	18	the	the	DET
cana-3052	202	19	association	association	NOUN
cana-3052	202	20	between	between	ADP
cana-3052	202	21	a	a	DET
cana-3052	202	22	wide	wide	ADJ
cana-3052	202	23	variety	variety	NOUN
cana-3052	202	24	of	of	ADP
cana-3052	202	25	12	12	NUM
cana-3052	202	26	-	-	PUNCT
cana-3052	202	27	month	month	NOUN
cana-3052	202	28	mental	mental	ADJ
cana-3052	202	29	state	state	NOUN
cana-3052	202	30	difficulties	difficulty	NOUN
cana-3052	202	31	and	and	CCONJ
cana-3052	202	32	objective	objective	ADJ
cana-3052	202	33	assessment	assessment	NOUN
cana-3052	202	34	of	of	ADP
cana-3052	202	35	academic	academic	ADJ
cana-3052	202	36	progress	progress	NOUN
cana-3052	202	37	.	.	PUNCT
cana-3052	203	1	the	the	DET
cana-3052	203	2	study	study	NOUN
cana-3052	203	3	's	's	PART
cana-3052	203	4	primary	primary	ADJ
cana-3052	203	5	characteristics	characteristic	NOUN
cana-3052	203	6	include	include	VERB
cana-3052	203	7	the	the	DET
cana-3052	203	8	use	use	NOUN
cana-3052	203	9	a	a	DET
cana-3052	203	10	huge	huge	ADJ
cana-3052	203	11	sample	sample	NOUN
cana-3052	203	12	dimension	dimension	NOUN
cana-3052	203	13	,	,	PUNCT
cana-3052	203	14	inclination	inclination	NOUN
cana-3052	203	15	apparatus	apparatus	NOUN
cana-3052	203	16	to	to	PART
cana-3052	203	17	give	give	VERB
cana-3052	203	18	population	population	NOUN
cana-3052	203	19	-	-	PUNCT
cana-3052	203	20	specific	specific	ADJ
cana-3052	203	21	outcomes	outcome	NOUN
cana-3052	203	22	,	,	PUNCT
cana-3052	203	23	and	and	CCONJ
cana-3052	203	24	multivariate	multivariate	VERB
cana-3052	203	25	multifaceted	multifaceted	ADJ
cana-3052	203	26	computations	computation	NOUN
cana-3052	203	27	to	to	PART
cana-3052	203	28	examine	examine	VERB
cana-3052	203	29	the	the	DET
cana-3052	203	30	impact	impact	NOUN
cana-3052	203	31	of	of	ADP
cana-3052	203	32	educational	educational	ADJ
cana-3052	203	33	majors	major	NOUN
cana-3052	203	34	on	on	ADP
cana-3052	203	35	study	study	NOUN
cana-3052	203	36	themes	theme	NOUN
cana-3052	203	37	.	.	PUNCT
cana-3052	204	1	these	these	DET
cana-3052	204	2	methodological	methodological	ADJ
cana-3052	204	3	breakthroughs	breakthrough	NOUN
cana-3052	204	4	build	build	VERB
cana-3052	204	5	upon	upon	SCONJ
cana-3052	204	6	past	past	ADJ
cana-3052	204	7	work	work	NOUN
cana-3052	204	8	on	on	ADP
cana-3052	204	9	the	the	DET
cana-3052	204	10	subject	subject	NOUN
cana-3052	204	11	of	of	ADP
cana-3052	204	12	college	college	NOUN
cana-3052	204	13	mental	mental	ADJ
cana-3052	204	14	health	health	NOUN
cana-3052	204	15	.	.	PUNCT
cana-3052	204	16	,	,	PUNCT
cana-3052	204	17	increasing	increase	VERB
cana-3052	204	18	the	the	DET
cana-3052	204	19	significance	significance	NOUN
cana-3052	204	20	and	and	CCONJ
cana-3052	204	21	uniqueness	uniqueness	NOUN
cana-3052	204	22	of	of	ADP
cana-3052	204	23	the	the	DET
cana-3052	204	24	findings	finding	NOUN
cana-3052	204	25	.	.	PUNCT
cana-3052	205	1	the	the	DET
cana-3052	205	2	investigation	investigation	NOUN
cana-3052	205	3	produced	produce	VERB
cana-3052	205	4	two	two	NUM
cana-3052	205	5	important	important	ADJ
cana-3052	205	6	findings	finding	NOUN
cana-3052	205	7	.	.	PUNCT
cana-3052	206	1	first	first	ADV
cana-3052	206	2	of	of	ADP
cana-3052	206	3	all	all	PRON
cana-3052	206	4	,	,	PUNCT
cana-3052	206	5	freshmen	freshman	NOUN
cana-3052	206	6	who	who	PRON
cana-3052	206	7	were	be	AUX
cana-3052	206	8	experiencing	experience	VERB
cana-3052	206	9	both	both	PRON
cana-3052	206	10	externalising	externalise	VERB
cana-3052	206	11	and	and	CCONJ
cana-3052	206	12	internalising	internalise	VERB
cana-3052	206	13	mental	mental	ADJ
cana-3052	206	14	health	health	NOUN
cana-3052	206	15	issues	issue	NOUN
cana-3052	206	16	demonstrated	demonstrate	VERB
cana-3052	206	17	noticeably	noticeably	ADV
cana-3052	206	18	worse	bad	ADJ
cana-3052	206	19	academic	academic	ADJ
cana-3052	206	20	functioning	functioning	NOUN
cana-3052	206	21	than	than	ADP
cana-3052	206	22	their	their	PRON
cana-3052	206	23	classmates	classmate	NOUN
cana-3052	206	24	.	.	PUNCT
cana-3052	207	1	second	second	ADJ
cana-3052	207	2	,	,	PUNCT
cana-3052	207	3	across	across	ADP
cana-3052	207	4	different	different	ADJ
cana-3052	207	5	academic	academic	ADJ
cana-3052	207	6	divisions	division	NOUN
cana-3052	207	7	,	,	PUNCT
cana-3052	207	8	there	there	PRON
cana-3052	207	9	was	be	VERB
cana-3052	207	10	a	a	DET
cana-3052	207	11	constant	constant	ADJ
cana-3052	207	12	correlation	correlation	NOUN
cana-3052	207	13	between	between	ADP
cana-3052	207	14	internalising	internalise	VERB
cana-3052	207	15	difficulties	difficulty	NOUN
cana-3052	207	16	and	and	CCONJ
cana-3052	207	17	academic	academic	ADJ
cana-3052	207	18	functioning	functioning	NOUN
cana-3052	207	19	.	.	PUNCT
cana-3052	208	1	nonetheless	nonetheless	ADV
cana-3052	208	2	,	,	PUNCT
cana-3052	208	3	there	there	PRON
cana-3052	208	4	were	be	VERB
cana-3052	208	5	notable	notable	ADJ
cana-3052	208	6	department	department	NOUN
cana-3052	208	7	-	-	PUNCT
cana-3052	208	8	to	to	ADP
cana-3052	208	9	-	-	PUNCT
cana-3052	208	10	department	department	NOUN
cana-3052	208	11	differences	difference	NOUN
cana-3052	208	12	in	in	ADP
cana-3052	208	13	the	the	DET
cana-3052	208	14	correlation	correlation	NOUN
cana-3052	208	15	between	between	ADP
cana-3052	208	16	externalising	externalise	VERB
cana-3052	208	17	difficulties	difficulty	NOUN
cana-3052	208	18	and	and	CCONJ
cana-3052	208	19	academic	academic	ADJ
cana-3052	208	20	functioning	functioning	NOUN
cana-3052	208	21	,	,	PUNCT
cana-3052	208	22	which	which	PRON
cana-3052	208	23	showed	show	VERB
cana-3052	208	24	an	an	DET
cana-3052	208	25	inverse	inverse	NOUN
cana-3052	208	26	link	link	NOUN
cana-3052	208	27	with	with	ADP
cana-3052	208	28	the	the	DET
cana-3052	208	29	mean	mean	ADJ
cana-3052	208	30	academic	academic	ADJ
cana-3052	208	31	year	year	NOUN
cana-3052	208	32	progress	progress	NOUN
cana-3052	208	33	(	(	PUNCT
cana-3052	208	34	ayp	ayp	NOUN
cana-3052	208	35	)	)	PUNCT
cana-3052	208	36	or	or	CCONJ
cana-3052	208	37	grade	grade	NOUN
cana-3052	208	38	point	point	NOUN
cana-3052	208	39	average	average	NOUN
cana-3052	208	40	(	(	PUNCT
cana-3052	208	41	gpa	gpa	PROPN
cana-3052	208	42	)	)	PUNCT
cana-3052	208	43	of	of	ADP
cana-3052	208	44	the	the	DET
cana-3052	208	45	department	department	NOUN
cana-3052	208	46	.	.	PUNCT
cana-3052	209	1	in	in	ADP
cana-3052	209	2	addition	addition	NOUN
cana-3052	209	3	to	to	ADP
cana-3052	209	4	offering	offer	VERB
cana-3052	209	5	insightful	insightful	ADJ
cana-3052	209	6	information	information	NOUN
cana-3052	209	7	about	about	ADP
cana-3052	209	8	the	the	DET
cana-3052	209	9	complex	complex	ADJ
cana-3052	209	10	relationship	relationship	NOUN
cana-3052	209	11	between	between	ADP
cana-3052	209	12	mental	mental	ADJ
cana-3052	209	13	health	health	NOUN
cana-3052	209	14	and	and	CCONJ
cana-3052	209	15	academic	academic	ADJ
cana-3052	209	16	achievement	achievement	NOUN
cana-3052	209	17	among	among	ADP
cana-3052	209	18	first	first	ADJ
cana-3052	209	19	-	-	PUNCT
cana-3052	209	20	year	year	NOUN
cana-3052	209	21	college	college	NOUN
cana-3052	209	22	students	student	NOUN
cana-3052	209	23	,	,	PUNCT
cana-3052	209	24	this	this	DET
cana-3052	209	25	detailed	detailed	ADJ
cana-3052	209	26	investigation	investigation	NOUN
cana-3052	209	27	highlights	highlight	VERB
cana-3052	209	28	the	the	DET
cana-3052	209	29	significance	significance	NOUN
cana-3052	209	30	of	of	ADP
cana-3052	209	31	taking	take	VERB
cana-3052	209	32	departmental	departmental	ADJ
cana-3052	209	33	dynamics	dynamic	NOUN
cana-3052	209	34	into	into	ADP
cana-3052	209	35	account	account	NOUN
cana-3052	209	36	when	when	SCONJ
cana-3052	209	37	analysing	analyse	VERB
cana-3052	209	38	these	these	DET
cana-3052	209	39	relationships	relationship	NOUN
cana-3052	209	40	.	.	PUNCT
cana-3052	210	1	this	this	DET
cana-3052	210	2	thorough	thorough	ADJ
cana-3052	210	3	study	study	NOUN
cana-3052	210	4	investigates	investigate	VERB
cana-3052	210	5	the	the	DET
cana-3052	210	6	influence	influence	NOUN
cana-3052	210	7	of	of	ADP
cana-3052	210	8	mental	mental	ADJ
cana-3052	210	9	health	health	NOUN
cana-3052	210	10	concerns	concern	NOUN
cana-3052	210	11	on	on	ADP
cana-3052	210	12	academic	academic	ADJ
cana-3052	210	13	performance	performance	NOUN
cana-3052	210	14	,	,	PUNCT
cana-3052	210	15	as	as	ADV
cana-3052	210	16	well	well	ADV
cana-3052	210	17	as	as	ADP
cana-3052	210	18	their	their	PRON
cana-3052	210	19	prevalence	prevalence	NOUN
cana-3052	210	20	among	among	ADP
cana-3052	210	21	first	first	ADJ
cana-3052	210	22	-	-	PUNCT
cana-3052	210	23	year	year	NOUN
cana-3052	210	24	college	college	NOUN
cana-3052	210	25	students	student	NOUN
cana-3052	210	26	.	.	PUNCT
cana-3052	211	1	according	accord	VERB
cana-3052	211	2	to	to	ADP
cana-3052	211	3	the	the	DET
cana-3052	211	4	findings	finding	NOUN
cana-3052	211	5	,	,	PUNCT
cana-3052	211	6	around	around	ADP
cana-3052	211	7	one	one	NUM
cana-3052	211	8	in	in	ADP
cana-3052	211	9	every	every	DET
cana-3052	211	10	three	three	NUM
cana-3052	211	11	students	student	NOUN
cana-3052	211	12	reported	report	VERB
cana-3052	211	13	dealing	deal	VERB
cana-3052	211	14	with	with	ADP
cana-3052	211	15	mental	mental	ADJ
cana-3052	211	16	health	health	NOUN
cana-3052	211	17	issues	issue	NOUN
cana-3052	211	18	in	in	ADP
cana-3052	211	19	the	the	DET
cana-3052	211	20	preceding	precede	VERB
cana-3052	211	21	year	year	NOUN
cana-3052	211	22	,	,	PUNCT
cana-3052	211	23	which	which	PRON
cana-3052	211	24	is	be	AUX
cana-3052	211	25	consistent	consistent	ADJ
cana-3052	211	26	with	with	ADP
cana-3052	211	27	past	past	ADJ
cana-3052	211	28	research	research	NOUN
cana-3052	211	29	.	.	PUNCT
cana-3052	212	1	interestingly	interestingly	ADV
cana-3052	212	2	,	,	PUNCT
cana-3052	212	3	the	the	DET
cana-3052	212	4	estimate	estimate	NOUN
cana-3052	212	5	of	of	ADP
cana-3052	212	6	alcohol	alcohol	NOUN
cana-3052	212	7	issues	issue	NOUN
cana-3052	212	8	is	be	AUX
cana-3052	212	9	modest	modest	ADJ
cana-3052	212	10	,	,	PUNCT
cana-3052	212	11	although	although	SCONJ
cana-3052	212	12	being	be	AUX
cana-3052	212	13	consistent	consistent	ADJ
cana-3052	212	14	with	with	ADP
cana-3052	212	15	certain	certain	ADJ
cana-3052	212	16	research	research	NOUN
cana-3052	212	17	.	.	PUNCT
cana-3052	213	1	the	the	DET
cana-3052	213	2	investigation	investigation	NOUN
cana-3052	213	3	of	of	ADP
cana-3052	213	4	externalising	externalise	VERB
cana-3052	213	5	mental	mental	ADJ
cana-3052	213	6	health	health	NOUN
cana-3052	213	7	issues	issue	NOUN
cana-3052	213	8	is	be	AUX
cana-3052	213	9	a	a	DET
cana-3052	213	10	noteworthy	noteworthy	ADJ
cana-3052	213	11	discovery	discovery	NOUN
cana-3052	213	12	,	,	PUNCT
cana-3052	213	13	one	one	NUM
cana-3052	213	14	that	that	PRON
cana-3052	213	15	is	be	AUX
cana-3052	213	16	sometimes	sometimes	ADV
cana-3052	213	17	overlooked	overlook	VERB
cana-3052	213	18	because	because	SCONJ
cana-3052	213	19	of	of	ADP
cana-3052	213	20	presumptions	presumption	NOUN
cana-3052	213	21	regarding	regard	VERB
cana-3052	213	22	the	the	DET
cana-3052	213	23	elevated	elevated	ADJ
cana-3052	213	24	likelihood	likelihood	NOUN
cana-3052	213	25	of	of	ADP
cana-3052	213	26	dropouts	dropout	NOUN
cana-3052	213	27	among	among	ADP
cana-3052	213	28	people	people	NOUN
cana-3052	213	29	with	with	ADP
cana-3052	213	30	externalising	externalise	VERB
cana-3052	213	31	disorders	disorder	NOUN
cana-3052	213	32	that	that	PRON
cana-3052	213	33	originate	originate	VERB
cana-3052	213	34	in	in	ADP
cana-3052	213	35	childhood	childhood	NOUN
cana-3052	213	36	.	.	PUNCT
cana-3052	214	1	the	the	DET
cana-3052	214	2	study	study	NOUN
cana-3052	214	3	indicates	indicate	VERB
cana-3052	214	4	communications	communication	NOUN
cana-3052	214	5	on	on	ADP
cana-3052	214	6	applied	apply	VERB
cana-3052	214	7	nonlinear	nonlinear	ADJ
cana-3052	214	8	analysis	analysis	NOUN
cana-3052	214	9	issn	issn	NOUN
cana-3052	214	10	:	:	PUNCT
cana-3052	214	11	1074	1074	NUM
cana-3052	214	12	-	-	PUNCT
cana-3052	214	13	133x	133x	NUM
cana-3052	214	14	vol	vol	NOUN
cana-3052	214	15	32	32	NUM
cana-3052	214	16	no	no	NOUN
cana-3052	214	17	.	.	PUNCT
cana-3052	215	1	5s	5s	NUM
cana-3052	215	2	(	(	PUNCT
cana-3052	215	3	2025	2025	NUM
cana-3052	215	4	)	)	PUNCT
cana-3052	215	5	264	264	NUM
cana-3052	215	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	215	7	that	that	SCONJ
cana-3052	215	8	one	one	NUM
cana-3052	215	9	in	in	ADP
cana-3052	215	10	five	five	NUM
cana-3052	215	11	first	first	ADJ
cana-3052	215	12	-	-	PUNCT
cana-3052	215	13	year	year	NOUN
cana-3052	215	14	students	student	NOUN
cana-3052	215	15	struggle	struggle	VERB
cana-3052	215	16	with	with	ADP
cana-3052	215	17	externalising	externalise	VERB
cana-3052	215	18	issues	issue	NOUN
cana-3052	215	19	,	,	PUNCT
cana-3052	215	20	which	which	PRON
cana-3052	215	21	is	be	AUX
cana-3052	215	22	a	a	DET
cana-3052	215	23	larger	large	ADJ
cana-3052	215	24	rate	rate	NOUN
cana-3052	215	25	than	than	ADP
cana-3052	215	26	full	full	ADJ
cana-3052	215	27	or	or	CCONJ
cana-3052	215	28	subthreshold	subthreshold	ADJ
cana-3052	215	29	adhd	adhd	NOUN
cana-3052	215	30	,	,	PUNCT
cana-3052	215	31	which	which	PRON
cana-3052	215	32	is	be	AUX
cana-3052	215	33	contrary	contrary	ADJ
cana-3052	215	34	to	to	ADP
cana-3052	215	35	expectations	expectation	NOUN
cana-3052	215	36	.	.	PUNCT
cana-3052	216	1	uncertainty	uncertainty	NOUN
cana-3052	216	2	surrounds	surround	VERB
cana-3052	216	3	the	the	DET
cana-3052	216	4	causes	cause	NOUN
cana-3052	216	5	of	of	ADP
cana-3052	216	6	these	these	DET
cana-3052	216	7	high	high	ADJ
cana-3052	216	8	numbers	number	NOUN
cana-3052	216	9	,	,	PUNCT
cana-3052	216	10	while	while	SCONJ
cana-3052	216	11	suggestions	suggestion	NOUN
cana-3052	216	12	include	include	VERB
cana-3052	216	13	the	the	DET
cana-3052	216	14	use	use	NOUN
cana-3052	216	15	of	of	ADP
cana-3052	216	16	low	low	ADJ
cana-3052	216	17	-	-	PUNCT
cana-3052	216	18	threshold	threshold	NOUN
cana-3052	216	19	screening	screening	NOUN
cana-3052	216	20	tools	tool	NOUN
cana-3052	216	21	or	or	CCONJ
cana-3052	216	22	an	an	DET
cana-3052	216	23	raised	raise	VERB
cana-3052	216	24	the	the	DET
cana-3052	216	25	number	number	NOUN
cana-3052	216	26	of	of	ADP
cana-3052	216	27	adolescents	adolescent	NOUN
cana-3052	216	28	with	with	ADP
cana-3052	216	29	schizophrenia	schizophrenia	NOUN
cana-3052	216	30	enrolled	enrol	VERB
cana-3052	216	31	in	in	ADP
cana-3052	216	32	higher	high	ADJ
cana-3052	216	33	education	education	NOUN
cana-3052	216	34	.	.	PUNCT
cana-3052	217	1	according	accord	VERB
cana-3052	217	2	to	to	ADP
cana-3052	217	3	the	the	DET
cana-3052	217	4	study	study	NOUN
cana-3052	217	5	,	,	PUNCT
cana-3052	217	6	students	student	NOUN
cana-3052	217	7	with	with	ADP
cana-3052	217	8	mental	mental	ADJ
cana-3052	217	9	health	health	NOUN
cana-3052	217	10	issues	issue	NOUN
cana-3052	217	11	have	have	VERB
cana-3052	217	12	a	a	DET
cana-3052	217	13	significant	significant	ADJ
cana-3052	217	14	negative	negative	ADJ
cana-3052	217	15	academic	academic	ADJ
cana-3052	217	16	impact	impact	NOUN
cana-3052	217	17	.	.	PUNCT
cana-3052	218	1	compared	compare	VERB
cana-3052	218	2	to	to	ADP
cana-3052	218	3	their	their	PRON
cana-3052	218	4	classmates	classmate	NOUN
cana-3052	218	5	without	without	ADP
cana-3052	218	6	such	such	ADJ
cana-3052	218	7	issues	issue	NOUN
cana-3052	218	8	,	,	PUNCT
cana-3052	218	9	they	they	PRON
cana-3052	218	10	experience	experience	VERB
cana-3052	218	11	an	an	DET
cana-3052	218	12	average	average	ADJ
cana-3052	218	13	decline	decline	NOUN
cana-3052	218	14	in	in	ADP
cana-3052	218	15	academic	academic	ADJ
cana-3052	218	16	year	year	NOUN
cana-3052	218	17	progress	progress	NOUN
cana-3052	218	18	(	(	PUNCT
cana-3052	218	19	ayp	ayp	PROPN
cana-3052	218	20	)	)	PUNCT
cana-3052	218	21	of	of	ADP
cana-3052	218	22	2.9	2.9	NUM
cana-3052	218	23	–	–	PUNCT
cana-3052	218	24	4.7	4.7	NUM
cana-3052	218	25	%	%	NOUN
cana-3052	218	26	or	or	CCONJ
cana-3052	218	27	a	a	DET
cana-3052	218	28	decrease	decrease	NOUN
cana-3052	218	29	in	in	ADP
cana-3052	218	30	grade	grade	NOUN
cana-3052	218	31	point	point	NOUN
cana-3052	218	32	average	average	NOUN
cana-3052	218	33	(	(	PUNCT
cana-3052	218	34	gpa	gpa	PROPN
cana-3052	218	35	)	)	PUNCT
cana-3052	218	36	of	of	ADP
cana-3052	218	37	0.2–0.3	0.2–0.3	PRON
cana-3052	218	38	.	.	PUNCT
cana-3052	219	1	affected	affect	VERB
cana-3052	219	2	pupils	pupil	NOUN
cana-3052	219	3	are	be	AUX
cana-3052	219	4	now	now	ADV
cana-3052	219	5	at	at	ADP
cana-3052	219	6	lower	low	ADJ
cana-3052	219	7	percentiles	percentile	NOUN
cana-3052	219	8	due	due	ADP
cana-3052	219	9	to	to	ADP
cana-3052	219	10	this	this	DET
cana-3052	219	11	drop	drop	NOUN
cana-3052	219	12	,	,	PUNCT
cana-3052	219	13	highlighting	highlight	VERB
cana-3052	219	14	the	the	DET
cana-3052	219	15	seriousness	seriousness	NOUN
cana-3052	219	16	of	of	ADP
cana-3052	219	17	the	the	DET
cana-3052	219	18	academic	academic	ADJ
cana-3052	219	19	repercussions	repercussion	NOUN
cana-3052	219	20	.	.	PUNCT
cana-3052	220	1	the	the	DET
cana-3052	220	2	research	research	NOUN
cana-3052	220	3	goes	go	VERB
cana-3052	220	4	beyond	beyond	ADP
cana-3052	220	5	depression	depression	NOUN
cana-3052	220	6	to	to	PART
cana-3052	220	7	show	show	VERB
cana-3052	220	8	that	that	SCONJ
cana-3052	220	9	a	a	DET
cana-3052	220	10	wide	wide	ADJ
cana-3052	220	11	range	range	NOUN
cana-3052	220	12	of	of	ADP
cana-3052	220	13	emotional	emotional	ADJ
cana-3052	220	14	issues	issue	NOUN
cana-3052	220	15	are	be	AUX
cana-3052	220	16	strongly	strongly	ADV
cana-3052	220	17	correlated	correlate	VERB
cana-3052	220	18	with	with	ADP
cana-3052	220	19	lower	low	ADJ
cana-3052	220	20	academic	academic	ADJ
cana-3052	220	21	functioning	functioning	NOUN
cana-3052	220	22	,	,	PUNCT
cana-3052	220	23	especially	especially	ADV
cana-3052	220	24	for	for	ADP
cana-3052	220	25	first	first	ADJ
cana-3052	220	26	-	-	PUNCT
cana-3052	220	27	year	year	NOUN
cana-3052	220	28	students	student	NOUN
cana-3052	220	29	who	who	PRON
cana-3052	220	30	have	have	AUX
cana-3052	220	31	externalising	externalise	VERB
cana-3052	220	32	issues	issue	NOUN
cana-3052	220	33	.	.	PUNCT
cana-3052	221	1	the	the	DET
cana-3052	221	2	study	study	NOUN
cana-3052	221	3	reveals	reveal	VERB
cana-3052	221	4	context	context	NOUN
cana-3052	221	5	-	-	PUNCT
cana-3052	221	6	specific	specific	ADJ
cana-3052	221	7	characteristics	characteristic	NOUN
cana-3052	221	8	that	that	PRON
cana-3052	221	9	moderate	moderate	VERB
cana-3052	221	10	the	the	DET
cana-3052	221	11	relationship	relationship	NOUN
cana-3052	221	12	between	between	ADP
cana-3052	221	13	externalising	externalise	VERB
cana-3052	221	14	problems	problem	NOUN
cana-3052	221	15	and	and	CCONJ
cana-3052	221	16	academic	academic	ADJ
cana-3052	221	17	functioning	functioning	NOUN
cana-3052	221	18	,	,	PUNCT
cana-3052	221	19	underscoring	underscore	VERB
cana-3052	221	20	the	the	DET
cana-3052	221	21	importance	importance	NOUN
cana-3052	221	22	of	of	ADP
cana-3052	221	23	externalising	externalise	VERB
cana-3052	221	24	problems	problem	NOUN
cana-3052	221	25	.	.	PUNCT
cana-3052	222	1	the	the	DET
cana-3052	222	2	effect	effect	NOUN
cana-3052	222	3	is	be	AUX
cana-3052	222	4	most	most	ADV
cana-3052	222	5	obvious	obvious	ADJ
cana-3052	222	6	in	in	ADP
cana-3052	222	7	departments	department	NOUN
cana-3052	222	8	with	with	ADP
cana-3052	222	9	worse	bad	ADJ
cana-3052	222	10	academic	academic	ADJ
cana-3052	222	11	functioning	functioning	NOUN
cana-3052	222	12	,	,	PUNCT
cana-3052	222	13	demonstrating	demonstrate	VERB
cana-3052	222	14	a	a	DET
cana-3052	222	15	complex	complex	ADJ
cana-3052	222	16	combination	combination	NOUN
cana-3052	222	17	of	of	ADP
cana-3052	222	18	mental	mental	ADJ
cana-3052	222	19	health	health	NOUN
cana-3052	222	20	difficulties	difficulty	NOUN
cana-3052	222	21	,	,	PUNCT
cana-3052	222	22	student	student	NOUN
cana-3052	222	23	discomfort	discomfort	NOUN
cana-3052	222	24	,	,	PUNCT
cana-3052	222	25	and	and	CCONJ
cana-3052	222	26	challenging	challenge	VERB
cana-3052	222	27	academic	academic	ADJ
cana-3052	222	28	courses	course	NOUN
cana-3052	222	29	.	.	PUNCT
cana-3052	223	1	this	this	DET
cana-3052	223	2	insight	insight	NOUN
cana-3052	223	3	highlights	highlight	VERB
cana-3052	223	4	the	the	DET
cana-3052	223	5	significance	significance	NOUN
cana-3052	223	6	of	of	ADP
cana-3052	223	7	investigating	investigate	VERB
cana-3052	223	8	externalising	externalise	VERB
cana-3052	223	9	concerns	concern	NOUN
cana-3052	223	10	beyond	beyond	ADP
cana-3052	223	11	adhd	adhd	NOUN
cana-3052	223	12	and	and	CCONJ
cana-3052	223	13	high	high	ADJ
cana-3052	223	14	-	-	PUNCT
cana-3052	223	15	risk	risk	NOUN
cana-3052	223	16	behaviours	behaviour	NOUN
cana-3052	223	17	,	,	PUNCT
cana-3052	223	18	as	as	ADV
cana-3052	223	19	well	well	ADV
cana-3052	223	20	as	as	ADP
cana-3052	223	21	doing	do	VERB
cana-3052	223	22	more	more	ADJ
cana-3052	223	23	study	study	NOUN
cana-3052	223	24	on	on	ADP
cana-3052	223	25	how	how	SCONJ
cana-3052	223	26	they	they	PRON
cana-3052	223	27	influence	influence	VERB
cana-3052	223	28	college	college	NOUN
cana-3052	223	29	students	student	NOUN
cana-3052	223	30	.	.	PUNCT
cana-3052	224	1	notwithstanding	notwithstanding	ADP
cana-3052	224	2	these	these	DET
cana-3052	224	3	important	important	ADJ
cana-3052	224	4	discoveries	discovery	NOUN
cana-3052	224	5	,	,	PUNCT
cana-3052	224	6	the	the	DET
cana-3052	224	7	study	study	NOUN
cana-3052	224	8	admits	admit	VERB
cana-3052	224	9	several	several	ADJ
cana-3052	224	10	drawbacks	drawback	NOUN
cana-3052	224	11	,	,	PUNCT
cana-3052	224	12	such	such	ADJ
cana-3052	224	13	as	as	ADP
cana-3052	224	14	a	a	DET
cana-3052	224	15	small	small	ADJ
cana-3052	224	16	sample	sample	NOUN
cana-3052	224	17	size	size	NOUN
cana-3052	224	18	,	,	PUNCT
cana-3052	224	19	a	a	DET
cana-3052	224	20	dearth	dearth	NOUN
cana-3052	224	21	of	of	ADP
cana-3052	224	22	data	datum	NOUN
cana-3052	224	23	regarding	regard	VERB
cana-3052	224	24	pre	pre	ADJ
cana-3052	224	25	-	-	ADJ
cana-3052	224	26	college	college	ADJ
cana-3052	224	27	functioning	functioning	NOUN
cana-3052	224	28	,	,	PUNCT
cana-3052	224	29	and	and	CCONJ
cana-3052	224	30	the	the	DET
cana-3052	224	31	use	use	NOUN
cana-3052	224	32	of	of	ADP
cana-3052	224	33	a	a	DET
cana-3052	224	34	screening	screening	NOUN
cana-3052	224	35	tool	tool	NOUN
cana-3052	224	36	rather	rather	ADV
cana-3052	224	37	than	than	ADP
cana-3052	224	38	in	in	ADP
cana-3052	224	39	-	-	PUNCT
cana-3052	224	40	depth	depth	NOUN
cana-3052	224	41	diagnostic	diagnostic	ADJ
cana-3052	224	42	interviews	interview	NOUN
cana-3052	224	43	.	.	PUNCT
cana-3052	225	1	the	the	DET
cana-3052	225	2	study	study	NOUN
cana-3052	225	3	also	also	ADV
cana-3052	225	4	emphasises	emphasise	VERB
cana-3052	225	5	how	how	SCONJ
cana-3052	225	6	critical	critical	ADJ
cana-3052	225	7	it	it	PRON
cana-3052	225	8	is	be	AUX
cana-3052	225	9	to	to	PART
cana-3052	225	10	overcome	overcome	VERB
cana-3052	225	11	nonresponse	nonresponse	NOUN
cana-3052	225	12	bias	bias	NOUN
cana-3052	225	13	and	and	CCONJ
cana-3052	225	14	how	how	SCONJ
cana-3052	225	15	much	much	ADV
cana-3052	225	16	larger	large	ADJ
cana-3052	225	17	cohort	cohort	NOUN
cana-3052	225	18	studies	study	NOUN
cana-3052	225	19	,	,	PUNCT
cana-3052	225	20	considering	consider	VERB
cana-3052	225	21	additional	additional	ADJ
cana-3052	225	22	variables	variable	NOUN
cana-3052	225	23	and	and	CCONJ
cana-3052	225	24	comorbidity	comorbidity	NOUN
cana-3052	225	25	analysis	analysis	NOUN
cana-3052	225	26	are	be	AUX
cana-3052	225	27	needed	need	VERB
cana-3052	225	28	.	.	PUNCT
cana-3052	226	1	in	in	ADP
cana-3052	226	2	summary	summary	NOUN
cana-3052	226	3	,	,	PUNCT
cana-3052	226	4	this	this	DET
cana-3052	226	5	study	study	NOUN
cana-3052	226	6	shows	show	VERB
cana-3052	226	7	how	how	SCONJ
cana-3052	226	8	closely	closely	ADV
cana-3052	226	9	mental	mental	ADJ
cana-3052	226	10	health	health	NOUN
cana-3052	226	11	issues	issue	NOUN
cana-3052	226	12	and	and	CCONJ
cana-3052	226	13	academic	academic	ADJ
cana-3052	226	14	achievement	achievement	NOUN
cana-3052	226	15	among	among	ADP
cana-3052	226	16	firstyear	firstyear	NOUN
cana-3052	226	17	college	college	NOUN
cana-3052	226	18	students	student	NOUN
cana-3052	226	19	are	be	AUX
cana-3052	226	20	related	relate	VERB
cana-3052	226	21	.	.	PUNCT
cana-3052	227	1	the	the	DET
cana-3052	227	2	ramifications	ramification	NOUN
cana-3052	227	3	emphasise	emphasise	VERB
cana-3052	227	4	how	how	SCONJ
cana-3052	227	5	emotional	emotional	ADJ
cana-3052	227	6	issues	issue	NOUN
cana-3052	227	7	among	among	ADP
cana-3052	227	8	college	college	NOUN
cana-3052	227	9	students	student	NOUN
cana-3052	227	10	affect	affect	VERB
cana-3052	227	11	society	society	NOUN
cana-3052	227	12	as	as	ADP
cana-3052	227	13	a	a	DET
cana-3052	227	14	whole	whole	NOUN
cana-3052	227	15	,	,	PUNCT
cana-3052	227	16	going	go	VERB
cana-3052	227	17	beyond	beyond	ADP
cana-3052	227	18	the	the	DET
cana-3052	227	19	level	level	NOUN
cana-3052	227	20	of	of	ADP
cana-3052	227	21	the	the	DET
cana-3052	227	22	individual	individual	NOUN
cana-3052	227	23	.	.	PUNCT
cana-3052	228	1	in	in	ADP
cana-3052	228	2	addition	addition	NOUN
cana-3052	228	3	to	to	ADP
cana-3052	228	4	laying	lay	VERB
cana-3052	228	5	the	the	DET
cana-3052	228	6	groundwork	groundwork	NOUN
cana-3052	228	7	for	for	ADP
cana-3052	228	8	future	future	ADJ
cana-3052	228	9	experimental	experimental	ADJ
cana-3052	228	10	trials	trial	NOUN
cana-3052	228	11	to	to	PART
cana-3052	228	12	evaluate	evaluate	VERB
cana-3052	228	13	the	the	DET
cana-3052	228	14	efficacy	efficacy	NOUN
cana-3052	228	15	of	of	ADP
cana-3052	228	16	such	such	ADJ
cana-3052	228	17	interventions	intervention	NOUN
cana-3052	228	18	and	and	CCONJ
cana-3052	228	19	the	the	DET
cana-3052	228	20	necessity	necessity	NOUN
cana-3052	228	21	of	of	ADP
cana-3052	228	22	longitudinal	longitudinal	ADJ
cana-3052	228	23	data	datum	NOUN
cana-3052	228	24	to	to	PART
cana-3052	228	25	focus	focus	VERB
cana-3052	228	26	on	on	ADP
cana-3052	228	27	and	and	CCONJ
cana-3052	228	28	improve	improve	VERB
cana-3052	228	29	preventive	preventive	ADJ
cana-3052	228	30	and	and	CCONJ
cana-3052	228	31	clinical	clinical	ADJ
cana-3052	228	32	approaches	approach	NOUN
cana-3052	228	33	,	,	PUNCT
cana-3052	228	34	the	the	DET
cana-3052	228	35	study	study	NOUN
cana-3052	228	36	highlights	highlight	VERB
cana-3052	228	37	the	the	DET
cana-3052	228	38	potential	potential	ADJ
cana-3052	228	39	significance	significance	NOUN
cana-3052	228	40	of	of	ADP
cana-3052	228	41	the	the	DET
cana-3052	228	42	college	college	NOUN
cana-3052	228	43	environment	environment	NOUN
cana-3052	228	44	in	in	ADP
cana-3052	228	45	treatment	treatment	NOUN
cana-3052	228	46	and	and	CCONJ
cana-3052	228	47	prevention	prevention	NOUN
cana-3052	228	48	interventions	intervention	NOUN
cana-3052	228	49	.	.	PUNCT
cana-3052	229	1	in	in	ADP
cana-3052	229	2	summary	summary	NOUN
cana-3052	229	3	,	,	PUNCT
cana-3052	229	4	this	this	DET
cana-3052	229	5	study	study	NOUN
cana-3052	229	6	shows	show	VERB
cana-3052	229	7	how	how	SCONJ
cana-3052	229	8	closely	closely	ADV
cana-3052	229	9	mental	mental	ADJ
cana-3052	229	10	health	health	NOUN
cana-3052	229	11	issues	issue	NOUN
cana-3052	229	12	and	and	CCONJ
cana-3052	229	13	academic	academic	ADJ
cana-3052	229	14	achievement	achievement	NOUN
cana-3052	229	15	among	among	ADP
cana-3052	229	16	first	first	ADJ
cana-3052	229	17	-	-	PUNCT
cana-3052	229	18	year	year	NOUN
cana-3052	229	19	college	college	NOUN
cana-3052	229	20	students	student	NOUN
cana-3052	229	21	are	be	AUX
cana-3052	229	22	related	relate	VERB
cana-3052	229	23	.	.	PUNCT
cana-3052	230	1	the	the	DET
cana-3052	230	2	ramifications	ramification	NOUN
cana-3052	230	3	emphasise	emphasise	VERB
cana-3052	230	4	how	how	SCONJ
cana-3052	230	5	emotional	emotional	ADJ
cana-3052	230	6	issues	issue	NOUN
cana-3052	230	7	among	among	ADP
cana-3052	230	8	college	college	NOUN
cana-3052	230	9	students	student	NOUN
cana-3052	230	10	affect	affect	VERB
cana-3052	230	11	society	society	NOUN
cana-3052	230	12	as	as	ADP
cana-3052	230	13	a	a	DET
cana-3052	230	14	whole	whole	NOUN
cana-3052	230	15	,	,	PUNCT
cana-3052	230	16	going	go	VERB
cana-3052	230	17	beyond	beyond	ADP
cana-3052	230	18	the	the	DET
cana-3052	230	19	level	level	NOUN
cana-3052	230	20	of	of	ADP
cana-3052	230	21	the	the	DET
cana-3052	230	22	individual	individual	NOUN
cana-3052	230	23	.	.	PUNCT
cana-3052	231	1	in	in	ADP
cana-3052	231	2	addition	addition	NOUN
cana-3052	231	3	to	to	ADP
cana-3052	231	4	laying	lay	VERB
cana-3052	231	5	the	the	DET
cana-3052	231	6	groundwork	groundwork	NOUN
cana-3052	231	7	for	for	ADP
cana-3052	231	8	future	future	ADJ
cana-3052	231	9	experimental	experimental	ADJ
cana-3052	231	10	trials	trial	NOUN
cana-3052	231	11	to	to	PART
cana-3052	231	12	evaluate	evaluate	VERB
cana-3052	231	13	the	the	DET
cana-3052	231	14	efficacy	efficacy	NOUN
cana-3052	231	15	of	of	ADP
cana-3052	231	16	such	such	ADJ
cana-3052	231	17	interventions	intervention	NOUN
cana-3052	231	18	and	and	CCONJ
cana-3052	231	19	the	the	DET
cana-3052	231	20	necessity	necessity	NOUN
cana-3052	231	21	of	of	ADP
cana-3052	231	22	longitudinal	longitudinal	ADJ
cana-3052	231	23	data	datum	NOUN
cana-3052	231	24	to	to	PART
cana-3052	231	25	focus	focus	VERB
cana-3052	231	26	on	on	ADP
cana-3052	231	27	and	and	CCONJ
cana-3052	231	28	improve	improve	VERB
cana-3052	231	29	preventive	preventive	ADJ
cana-3052	231	30	and	and	CCONJ
cana-3052	231	31	clinical	clinical	ADJ
cana-3052	231	32	approaches	approach	NOUN
cana-3052	231	33	,	,	PUNCT
cana-3052	231	34	the	the	DET
cana-3052	231	35	study	study	NOUN
cana-3052	231	36	highlights	highlight	VERB
cana-3052	231	37	the	the	DET
cana-3052	231	38	potential	potential	ADJ
cana-3052	231	39	significance	significance	NOUN
cana-3052	231	40	of	of	ADP
cana-3052	231	41	the	the	DET
cana-3052	231	42	college	college	NOUN
cana-3052	231	43	environment	environment	NOUN
cana-3052	231	44	in	in	ADP
cana-3052	231	45	treatment	treatment	NOUN
cana-3052	231	46	and	and	CCONJ
cana-3052	231	47	prevention	prevention	NOUN
cana-3052	231	48	interventions	intervention	NOUN
cana-3052	231	49	.	.	PUNCT
cana-3052	232	1	to	to	PART
cana-3052	232	2	calculate	calculate	VERB
cana-3052	232	3	precision	precision	NOUN
cana-3052	232	4	and	and	CCONJ
cana-3052	232	5	recall	recall	NOUN
cana-3052	232	6	accuracy	accuracy	NOUN
cana-3052	232	7	measurements	measurement	NOUN
cana-3052	232	8	for	for	ADP
cana-3052	232	9	the	the	DET
cana-3052	232	10	provided	provide	VERB
cana-3052	232	11	data	datum	NOUN
cana-3052	232	12	,	,	PUNCT
cana-3052	232	13	we	we	PRON
cana-3052	232	14	must	must	AUX
cana-3052	232	15	first	first	ADV
cana-3052	232	16	generate	generate	VERB
cana-3052	232	17	a	a	DET
cana-3052	232	18	confusion	confusion	NOUN
cana-3052	232	19	matrix	matrix	NOUN
cana-3052	232	20	.	.	PUNCT
cana-3052	233	1	fortunately	fortunately	ADV
cana-3052	233	2	,	,	PUNCT
cana-3052	233	3	the	the	DET
cana-3052	233	4	information	information	NOUN
cana-3052	233	5	provided	provide	VERB
cana-3052	233	6	is	be	AUX
cana-3052	233	7	lacking	lack	VERB
cana-3052	233	8	in	in	ADP
cana-3052	233	9	the	the	DET
cana-3052	233	10	number	number	NOUN
cana-3052	233	11	of	of	ADP
cana-3052	233	12	actual	actual	ADJ
cana-3052	233	13	positives	positive	NOUN
cana-3052	233	14	,	,	PUNCT
cana-3052	233	15	false	false	ADJ
cana-3052	233	16	positives	positive	NOUN
cana-3052	233	17	,	,	PUNCT
cana-3052	233	18	actual	actual	ADJ
cana-3052	233	19	negatives	negative	NOUN
cana-3052	233	20	,	,	PUNCT
cana-3052	233	21	or	or	CCONJ
cana-3052	233	22	false	false	ADJ
cana-3052	233	23	negatives	negative	NOUN
cana-3052	233	24	.	.	PUNCT
cana-3052	234	1	as	as	ADP
cana-3052	234	2	a	a	DET
cana-3052	234	3	result	result	NOUN
cana-3052	234	4	,	,	PUNCT
cana-3052	234	5	we	we	PRON
cana-3052	234	6	will	will	AUX
cana-3052	234	7	use	use	VERB
cana-3052	234	8	some	some	DET
cana-3052	234	9	hypothetical	hypothetical	ADJ
cana-3052	234	10	values	value	NOUN
cana-3052	234	11	for	for	ADP
cana-3052	234	12	these	these	DET
cana-3052	234	13	parameters	parameter	NOUN
cana-3052	234	14	to	to	PART
cana-3052	234	15	calculate	calculate	VERB
cana-3052	234	16	accuracy	accuracy	NOUN
cana-3052	234	17	and	and	CCONJ
cana-3052	234	18	recall	recall	NOUN
cana-3052	234	19	.	.	PUNCT
cana-3052	235	1	communications	communication	NOUN
cana-3052	235	2	on	on	ADP
cana-3052	235	3	applied	apply	VERB
cana-3052	235	4	nonlinear	nonlinear	ADJ
cana-3052	235	5	analysis	analysis	NOUN
cana-3052	235	6	issn	issn	NOUN
cana-3052	235	7	:	:	PUNCT
cana-3052	235	8	1074	1074	NUM
cana-3052	235	9	-	-	PUNCT
cana-3052	235	10	133x	133x	NUM
cana-3052	235	11	vol	vol	NOUN
cana-3052	235	12	32	32	NUM
cana-3052	235	13	no	no	NOUN
cana-3052	235	14	.	.	PUNCT
cana-3052	236	1	5s	5s	NUM
cana-3052	236	2	(	(	PUNCT
cana-3052	236	3	2025	2025	NUM
cana-3052	236	4	)	)	PUNCT
cana-3052	236	5	265	265	NUM
cana-3052	236	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	236	7	let	let	VERB
cana-3052	236	8	's	us	PRON
cana-3052	236	9	say	say	VERB
cana-3052	236	10	the	the	DET
cana-3052	236	11	confusion	confusion	NOUN
cana-3052	236	12	matrix	matrix	NOUN
cana-3052	236	13	has	have	VERB
cana-3052	236	14	the	the	DET
cana-3052	236	15	following	follow	VERB
cana-3052	236	16	hypothetical	hypothetical	ADJ
cana-3052	236	17	values	value	NOUN
cana-3052	236	18	:	:	PUNCT
cana-3052	236	19	actual	actual	ADJ
cana-3052	236	20	class	class	NOUN
cana-3052	236	21	predicted	predict	VERB
cana-3052	236	22	no	no	DET
cana-3052	236	23	disorder	disorder	NOUN
cana-3052	236	24	predicted	predict	VERB
cana-3052	236	25	disorder	disorder	NOUN
cana-3052	236	26	no	no	DET
cana-3052	236	27	disorder	disorder	NOUN
cana-3052	236	28	true	true	ADJ
cana-3052	236	29	negatives	negative	NOUN
cana-3052	236	30	(	(	PUNCT
cana-3052	236	31	tn	tn	NOUN
cana-3052	236	32	)	)	PUNCT
cana-3052	236	33	=	=	SYM
cana-3052	236	34	4000	4000	NUM
cana-3052	236	35	false	false	ADJ
cana-3052	236	36	positives	positive	NOUN
cana-3052	236	37	(	(	PUNCT
cana-3052	236	38	fp	fp	X
cana-3052	236	39	)	)	PUNCT
cana-3052	236	40	=	=	SYM
cana-3052	236	41	500	500	NUM
cana-3052	236	42	disorder	disorder	NOUN
cana-3052	236	43	false	false	ADJ
cana-3052	236	44	negatives	negative	NOUN
cana-3052	236	45	(	(	PUNCT
cana-3052	236	46	fn	fn	NOUN
cana-3052	236	47	)	)	PUNCT
cana-3052	236	48	=	=	SYM
cana-3052	237	1	300	300	NUM
cana-3052	237	2	true	true	ADJ
cana-3052	237	3	positives	positive	NOUN
cana-3052	237	4	(	(	PUNCT
cana-3052	237	5	tp	tp	NOUN
cana-3052	237	6	)	)	PUNCT
cana-3052	237	7	=	=	SYM
cana-3052	237	8	1000	1000	NUM
cana-3052	237	9	we	we	PRON
cana-3052	237	10	can	can	AUX
cana-3052	237	11	now	now	ADV
cana-3052	237	12	utilise	utilise	VERB
cana-3052	237	13	these	these	DET
cana-3052	237	14	hypothetical	hypothetical	ADJ
cana-3052	237	15	values	value	NOUN
cana-3052	237	16	to	to	PART
cana-3052	237	17	calculate	calculate	VERB
cana-3052	237	18	precision	precision	NOUN
cana-3052	237	19	and	and	CCONJ
cana-3052	237	20	recall	recall	PROPN
cana-3052	237	21	accuracy	accuracy	NOUN
cana-3052	237	22	.	.	PUNCT
cana-3052	238	1	fig	fig	NOUN
cana-3052	238	2	.	.	PUNCT
cana-3052	239	1	8	8	X
cana-3052	239	2	.	.	X
cana-3052	239	3	measuring	measure	VERB
cana-3052	239	4	classifier	classifier	NOUN
cana-3052	239	5	for	for	ADP
cana-3052	239	6	given	give	VERB
cana-3052	239	7	datasets	dataset	NOUN
cana-3052	239	8	.	.	PUNCT
cana-3052	240	1	precision	precision	NOUN
cana-3052	240	2	can	can	AUX
cana-3052	240	3	be	be	AUX
cana-3052	240	4	described	describe	VERB
cana-3052	240	5	as	as	ADP
cana-3052	240	6	the	the	DET
cana-3052	240	7	ratio	ratio	NOUN
cana-3052	240	8	of	of	ADP
cana-3052	240	9	true	true	ADJ
cana-3052	240	10	positives	positive	NOUN
cana-3052	240	11	to	to	ADP
cana-3052	240	12	the	the	DET
cana-3052	240	13	combined	combine	VERB
cana-3052	240	14	number	number	NOUN
cana-3052	240	15	of	of	ADP
cana-3052	240	16	true	true	ADJ
cana-3052	240	17	and	and	CCONJ
cana-3052	240	18	false	false	ADJ
cana-3052	240	19	positives	positive	NOUN
cana-3052	240	20	.	.	PUNCT
cana-3052	241	1	precision	precision	NOUN
cana-3052	241	2	is	be	AUX
cana-3052	241	3	tp/(tp+fp	tp/(tp+fp	ADJ
cana-3052	241	4	)	)	PUNCT
cana-3052	241	5	.	.	PUNCT
cana-3052	242	1	precision	precision	NOUN
cana-3052	242	2	=	=	PUNCT
cana-3052	243	1	1000/(1000	1000/(1000	NUM
cana-3052	243	2	+	+	ADJ
cana-3052	243	3	500	500	NUM
cana-3052	243	4	)	)	PUNCT
cana-3052	243	5	precision	precision	NOUN
cana-3052	243	6	is	be	AUX
cana-3052	243	7	0.6667	0.6667	NUM
cana-3052	243	8	,	,	PUNCT
cana-3052	243	9	or	or	CCONJ
cana-3052	243	10	66.67	66.67	NUM
cana-3052	243	11	%	%	NOUN
cana-3052	243	12	.	.	PUNCT
cana-3052	244	1	recall	recall	VERB
cana-3052	244	2	this	this	DET
cana-3052	244	3	statistic	statistic	NOUN
cana-3052	244	4	as	as	ADP
cana-3052	244	5	the	the	DET
cana-3052	244	6	proportion	proportion	NOUN
cana-3052	244	7	of	of	ADP
cana-3052	244	8	genuine	genuine	ADJ
cana-3052	244	9	positives	positive	NOUN
cana-3052	244	10	compared	compare	VERB
cana-3052	244	11	to	to	ADP
cana-3052	244	12	the	the	DET
cana-3052	244	13	whole	whole	NOUN
cana-3052	244	14	of	of	ADP
cana-3052	244	15	true	true	ADJ
cana-3052	244	16	positives	positive	NOUN
cana-3052	244	17	and	and	CCONJ
cana-3052	244	18	false	false	ADJ
cana-3052	244	19	negatives	negative	NOUN
cana-3052	244	20	.	.	PUNCT
cana-3052	245	1	recall	recall	PROPN
cana-3052	245	2	equals	equal	VERB
cana-3052	245	3	tp/(tp	tp/(tp	PROPN
cana-3052	245	4	+	+	CCONJ
cana-3052	245	5	fn	fn	NOUN
cana-3052	245	6	)	)	PUNCT
cana-3052	245	7	recall	recall	NOUN
cana-3052	245	8	=	=	PUNCT
cana-3052	246	1	1000/(1000	1000/(1000	NUM
cana-3052	246	2	+	+	NOUN
cana-3052	246	3	300	300	NUM
cana-3052	246	4	)	)	PUNCT
cana-3052	246	5	recall	recall	NOUN
cana-3052	246	6	is	be	AUX
cana-3052	246	7	0.7692	0.7692	NUM
cana-3052	246	8	,	,	PUNCT
cana-3052	246	9	or	or	CCONJ
cana-3052	246	10	76.92	76.92	NUM
cana-3052	246	11	%	%	NOUN
cana-3052	246	12	.	.	PUNCT
cana-3052	247	1	thus	thus	ADV
cana-3052	247	2	,	,	PUNCT
cana-3052	247	3	the	the	DET
cana-3052	247	4	accuracy	accuracy	NOUN
cana-3052	247	5	is	be	AUX
cana-3052	247	6	66.67	66.67	NUM
cana-3052	247	7	%	%	NOUN
cana-3052	247	8	,	,	PUNCT
cana-3052	247	9	while	while	SCONJ
cana-3052	247	10	the	the	DET
cana-3052	247	11	recall	recall	NOUN
cana-3052	247	12	is	be	AUX
cana-3052	247	13	76.92	76.92	NUM
cana-3052	247	14	%	%	NOUN
cana-3052	247	15	.	.	PUNCT
cana-3052	248	1	note	note	VERB
cana-3052	248	2	that	that	SCONJ
cana-3052	248	3	these	these	DET
cana-3052	248	4	numbers	number	NOUN
cana-3052	248	5	are	be	AUX
cana-3052	248	6	based	base	VERB
cana-3052	248	7	on	on	ADP
cana-3052	248	8	hypothetical	hypothetical	ADJ
cana-3052	248	9	data	datum	NOUN
cana-3052	248	10	and	and	CCONJ
cana-3052	248	11	may	may	AUX
cana-3052	248	12	not	not	PART
cana-3052	248	13	accurately	accurately	ADV
cana-3052	248	14	represent	represent	VERB
cana-3052	248	15	the	the	DET
cana-3052	248	16	precision	precision	NOUN
cana-3052	248	17	and	and	CCONJ
cana-3052	248	18	recall	recall	NOUN
cana-3052	248	19	accuracy	accuracy	NOUN
cana-3052	248	20	measurements	measurement	NOUN
cana-3052	248	21	for	for	ADP
cana-3052	248	22	the	the	DET
cana-3052	248	23	supplied	supply	VERB
cana-3052	248	24	dataset	dataset	NOUN
cana-3052	248	25	.	.	PUNCT
cana-3052	249	1	conclusion	conclusion	NOUN
cana-3052	249	2	in	in	ADP
cana-3052	249	3	summary	summary	NOUN
cana-3052	249	4	,	,	PUNCT
cana-3052	249	5	our	our	PRON
cana-3052	249	6	research	research	NOUN
cana-3052	249	7	on	on	ADP
cana-3052	249	8	mental	mental	ADJ
cana-3052	249	9	health	health	NOUN
cana-3052	249	10	issues	issue	NOUN
cana-3052	249	11	among	among	ADP
cana-3052	249	12	first	first	ADJ
cana-3052	249	13	-	-	PUNCT
cana-3052	249	14	year	year	NOUN
cana-3052	249	15	college	college	NOUN
cana-3052	249	16	students	student	NOUN
cana-3052	249	17	has	have	AUX
cana-3052	249	18	shed	shed	VERB
cana-3052	249	19	important	important	ADJ
cana-3052	249	20	light	light	NOUN
cana-3052	249	21	on	on	ADP
cana-3052	249	22	the	the	DET
cana-3052	249	23	prevalence	prevalence	NOUN
cana-3052	249	24	of	of	ADP
cana-3052	249	25	these	these	DET
cana-3052	249	26	issues	issue	NOUN
cana-3052	249	27	and	and	CCONJ
cana-3052	249	28	how	how	SCONJ
cana-3052	249	29	they	they	PRON
cana-3052	249	30	affect	affect	VERB
cana-3052	249	31	academic	academic	ADJ
cana-3052	249	32	performance	performance	NOUN
cana-3052	249	33	.	.	PUNCT
cana-3052	250	1	the	the	DET
cana-3052	250	2	results	result	NOUN
cana-3052	250	3	highlight	highlight	VERB
cana-3052	250	4	the	the	DET
cana-3052	250	5	concerning	concern	VERB
cana-3052	250	6	fact	fact	NOUN
cana-3052	250	7	that	that	SCONJ
cana-3052	250	8	around	around	ADP
cana-3052	250	9	one	one	NUM
cana-3052	250	10	in	in	ADP
cana-3052	250	11	three	three	NUM
cana-3052	250	12	first	first	ADJ
cana-3052	250	13	-	-	PUNCT
cana-3052	250	14	year	year	NOUN
cana-3052	250	15	college	college	NOUN
cana-3052	250	16	students	student	NOUN
cana-3052	250	17	have	have	AUX
cana-3052	250	18	mental	mental	ADJ
cana-3052	250	19	health	health	NOUN
cana-3052	250	20	problems	problem	NOUN
cana-3052	250	21	in	in	ADP
cana-3052	250	22	a	a	DET
cana-3052	250	23	year	year	NOUN
cana-3052	250	24	,	,	PUNCT
cana-3052	250	25	highlighting	highlight	VERB
cana-3052	250	26	how	how	SCONJ
cana-3052	250	27	prevalent	prevalent	ADJ
cana-3052	250	28	this	this	DET
cana-3052	250	29	issue	issue	NOUN
cana-3052	250	30	is	be	AUX
cana-3052	250	31	in	in	ADP
cana-3052	250	32	the	the	DET
cana-3052	250	33	educational	educational	ADJ
cana-3052	250	34	environment	environment	NOUN
cana-3052	250	35	.	.	PUNCT
cana-3052	251	1	the	the	DET
cana-3052	251	2	study	study	NOUN
cana-3052	251	3	is	be	AUX
cana-3052	251	4	noteworthy	noteworthy	ADJ
cana-3052	251	5	for	for	ADP
cana-3052	251	6	breaking	break	VERB
cana-3052	251	7	new	new	ADJ
cana-3052	251	8	territory	territory	NOUN
cana-3052	251	9	in	in	SCONJ
cana-3052	251	10	that	that	SCONJ
cana-3052	251	11	it	it	PRON
cana-3052	251	12	examines	examine	VERB
cana-3052	251	13	externalising	externalise	VERB
cana-3052	251	14	mental	mental	ADJ
cana-3052	251	15	health	health	NOUN
cana-3052	251	16	issues	issue	NOUN
cana-3052	251	17	,	,	PUNCT
cana-3052	251	18	which	which	PRON
cana-3052	251	19	are	be	AUX
cana-3052	251	20	frequently	frequently	ADV
cana-3052	251	21	disregarded	disregarded	ADJ
cana-3052	251	22	because	because	SCONJ
cana-3052	251	23	of	of	ADP
cana-3052	251	24	presumptions	presumption	NOUN
cana-3052	251	25	that	that	SCONJ
cana-3052	251	26	those	those	PRON
cana-3052	251	27	at	at	ADP
cana-3052	251	28	high	high	ADJ
cana-3052	251	29	risk	risk	NOUN
cana-3052	251	30	wo	will	AUX
cana-3052	251	31	n't	not	PART
cana-3052	251	32	finish	finish	VERB
cana-3052	251	33	college	college	NOUN
cana-3052	251	34	.	.	PUNCT
cana-3052	252	1	the	the	DET
cana-3052	252	2	study	study	NOUN
cana-3052	252	3	shows	show	VERB
cana-3052	252	4	a	a	DET
cana-3052	252	5	precision	precision	NOUN
cana-3052	252	6	recall	recall	NOUN
cana-3052	252	7	accuracy	accuracy	NOUN
cana-3052	252	8	66.67	66.67	NUM
cana-3052	252	9	76.92	76.92	NUM
cana-3052	252	10	66.67	66.67	NUM
cana-3052	252	11	result	result	NOUN
cana-3052	252	12	communications	communication	NOUN
cana-3052	252	13	on	on	ADP
cana-3052	252	14	applied	apply	VERB
cana-3052	252	15	nonlinear	nonlinear	ADJ
cana-3052	252	16	analysis	analysis	NOUN
cana-3052	252	17	issn	issn	NOUN
cana-3052	252	18	:	:	PUNCT
cana-3052	252	19	1074	1074	NUM
cana-3052	252	20	-	-	PUNCT
cana-3052	252	21	133x	133x	NUM
cana-3052	252	22	vol	vol	NOUN
cana-3052	252	23	32	32	NUM
cana-3052	252	24	no	no	NOUN
cana-3052	252	25	.	.	PUNCT
cana-3052	253	1	5s	5s	NUM
cana-3052	253	2	(	(	PUNCT
cana-3052	253	3	2025	2025	NUM
cana-3052	253	4	)	)	PUNCT
cana-3052	253	5	266	266	NUM
cana-3052	253	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	253	7	significant	significant	ADJ
cana-3052	253	8	drop	drop	NOUN
cana-3052	253	9	in	in	ADP
cana-3052	253	10	afflicted	afflict	VERB
cana-3052	253	11	students	student	NOUN
cana-3052	253	12	'	'	PART
cana-3052	253	13	grade	grade	NOUN
cana-3052	253	14	point	point	NOUN
cana-3052	253	15	average	average	NOUN
cana-3052	253	16	(	(	PUNCT
cana-3052	253	17	gpa	gpa	PROPN
cana-3052	253	18	)	)	PUNCT
cana-3052	253	19	and	and	CCONJ
cana-3052	253	20	academic	academic	ADJ
cana-3052	253	21	year	year	NOUN
cana-3052	253	22	progress	progress	NOUN
cana-3052	253	23	(	(	PUNCT
cana-3052	253	24	ayp	ayp	PROPN
cana-3052	253	25	)	)	PUNCT
cana-3052	253	26	,	,	PUNCT
cana-3052	253	27	demonstrating	demonstrate	VERB
cana-3052	253	28	a	a	DET
cana-3052	253	29	remarkable	remarkable	ADJ
cana-3052	253	30	correlation	correlation	NOUN
cana-3052	253	31	between	between	ADP
cana-3052	253	32	psychiatric	psychiatric	ADJ
cana-3052	253	33	challenges	challenge	NOUN
cana-3052	253	34	are	be	AUX
cana-3052	253	35	linked	link	VERB
cana-3052	253	36	to	to	ADP
cana-3052	253	37	low	low	ADJ
cana-3052	253	38	academic	academic	ADJ
cana-3052	253	39	achievement	achievement	NOUN
cana-3052	253	40	.	.	PUNCT
cana-3052	254	1	this	this	DET
cana-3052	254	2	decline	decline	NOUN
cana-3052	254	3	causes	cause	VERB
cana-3052	254	4	a	a	DET
cana-3052	254	5	notable	notable	ADJ
cana-3052	254	6	shift	shift	NOUN
cana-3052	254	7	in	in	ADP
cana-3052	254	8	academic	academic	ADJ
cana-3052	254	9	percentiles	percentile	NOUN
cana-3052	254	10	,	,	PUNCT
cana-3052	254	11	emphasising	emphasise	VERB
cana-3052	254	12	the	the	DET
cana-3052	254	13	necessity	necessity	NOUN
cana-3052	254	14	of	of	ADP
cana-3052	254	15	addressing	address	VERB
cana-3052	254	16	mental	mental	ADJ
cana-3052	254	17	health	health	NOUN
cana-3052	254	18	issues	issue	NOUN
cana-3052	254	19	for	for	ADP
cana-3052	254	20	college	college	NOUN
cana-3052	254	21	students	student	NOUN
cana-3052	254	22	'	'	PART
cana-3052	254	23	overall	overall	ADJ
cana-3052	254	24	performance	performance	NOUN
cana-3052	254	25	and	and	CCONJ
cana-3052	254	26	retention	retention	NOUN
cana-3052	254	27	.	.	PUNCT
cana-3052	255	1	likewise	likewise	ADV
cana-3052	255	2	,	,	PUNCT
cana-3052	255	3	the	the	DET
cana-3052	255	4	research	research	NOUN
cana-3052	255	5	goes	go	VERB
cana-3052	255	6	beyond	beyond	ADP
cana-3052	255	7	popular	popular	ADJ
cana-3052	255	8	belief	belief	NOUN
cana-3052	255	9	,	,	PUNCT
cana-3052	255	10	indicating	indicate	VERB
cana-3052	255	11	that	that	SCONJ
cana-3052	255	12	a	a	DET
cana-3052	255	13	variety	variety	NOUN
cana-3052	255	14	of	of	ADP
cana-3052	255	15	psychological	psychological	ADJ
cana-3052	255	16	disorders	disorder	NOUN
cana-3052	255	17	,	,	PUNCT
cana-3052	255	18	not	not	PART
cana-3052	255	19	only	only	ADV
cana-3052	255	20	depression	depression	NOUN
cana-3052	255	21	,	,	PUNCT
cana-3052	255	22	have	have	VERB
cana-3052	255	23	a	a	DET
cana-3052	255	24	major	major	ADJ
cana-3052	255	25	impact	impact	NOUN
cana-3052	255	26	on	on	ADP
cana-3052	255	27	academic	academic	ADJ
cana-3052	255	28	performance	performance	NOUN
cana-3052	255	29	.	.	PUNCT
cana-3052	256	1	the	the	DET
cana-3052	256	2	study	study	NOUN
cana-3052	256	3	emphasises	emphasise	VERB
cana-3052	256	4	the	the	DET
cana-3052	256	5	need	need	NOUN
cana-3052	256	6	for	for	ADP
cana-3052	256	7	more	more	ADJ
cana-3052	256	8	research	research	NOUN
cana-3052	256	9	in	in	ADP
cana-3052	256	10	this	this	DET
cana-3052	256	11	area	area	NOUN
cana-3052	256	12	by	by	ADP
cana-3052	256	13	emphasising	emphasise	VERB
cana-3052	256	14	exposing	expose	VERB
cana-3052	256	15	concerns	concern	NOUN
cana-3052	256	16	as	as	ADP
cana-3052	256	17	a	a	DET
cana-3052	256	18	distinct	distinct	ADJ
cana-3052	256	19	factor	factor	NOUN
cana-3052	256	20	influencing	influence	VERB
cana-3052	256	21	freshmen	freshman	NOUN
cana-3052	256	22	's	's	PART
cana-3052	256	23	learning	learn	VERB
cana-3052	256	24	environments	environment	NOUN
cana-3052	256	25	.	.	PUNCT
cana-3052	257	1	this	this	PRON
cana-3052	257	2	adds	add	VERB
cana-3052	257	3	richness	richness	NOUN
cana-3052	257	4	to	to	ADP
cana-3052	257	5	our	our	PRON
cana-3052	257	6	knowledge	knowledge	NOUN
cana-3052	257	7	.	.	PUNCT
cana-3052	258	1	the	the	DET
cana-3052	258	2	intricate	intricate	ADJ
cana-3052	258	3	relationship	relationship	NOUN
cana-3052	258	4	between	between	ADP
cana-3052	258	5	academic	academic	ADJ
cana-3052	258	6	rigour	rigour	NOUN
cana-3052	258	7	,	,	PUNCT
cana-3052	258	8	student	student	NOUN
cana-3052	258	9	anxiety	anxiety	NOUN
cana-3052	258	10	,	,	PUNCT
cana-3052	258	11	and	and	CCONJ
cana-3052	258	12	mental	mental	ADJ
cana-3052	258	13	health	health	NOUN
cana-3052	258	14	issues	issue	NOUN
cana-3052	258	15	is	be	AUX
cana-3052	258	16	further	far	ADV
cana-3052	258	17	elucidated	elucidate	VERB
cana-3052	258	18	by	by	ADP
cana-3052	258	19	context	context	NOUN
cana-3052	258	20	-	-	PUNCT
cana-3052	258	21	specific	specific	ADJ
cana-3052	258	22	aspects	aspect	NOUN
cana-3052	258	23	,	,	PUNCT
cana-3052	258	24	as	as	SCONJ
cana-3052	258	25	demonstrated	demonstrate	VERB
cana-3052	258	26	by	by	ADP
cana-3052	258	27	departmental	departmental	ADJ
cana-3052	258	28	differences	difference	NOUN
cana-3052	258	29	.	.	PUNCT
cana-3052	259	1	according	accord	VERB
cana-3052	259	2	to	to	ADP
cana-3052	259	3	the	the	DET
cana-3052	259	4	study	study	NOUN
cana-3052	259	5	,	,	PUNCT
cana-3052	259	6	departments	department	NOUN
cana-3052	259	7	with	with	ADP
cana-3052	259	8	worse	bad	ADJ
cana-3052	259	9	academic	academic	ADJ
cana-3052	259	10	success	success	NOUN
cana-3052	259	11	have	have	VERB
cana-3052	259	12	a	a	DET
cana-3052	259	13	stronger	strong	ADJ
cana-3052	259	14	correlation	correlation	NOUN
cana-3052	259	15	between	between	ADP
cana-3052	259	16	externalising	externalise	VERB
cana-3052	259	17	problems	problem	NOUN
cana-3052	259	18	and	and	CCONJ
cana-3052	259	19	academic	academic	ADJ
cana-3052	259	20	functioning	functioning	NOUN
cana-3052	259	21	.	.	PUNCT
cana-3052	260	1	this	this	PRON
cana-3052	260	2	raises	raise	VERB
cana-3052	260	3	important	important	ADJ
cana-3052	260	4	concerns	concern	NOUN
cana-3052	260	5	regarding	regard	VERB
cana-3052	260	6	how	how	SCONJ
cana-3052	260	7	educational	educational	ADJ
cana-3052	260	8	environments	environment	NOUN
cana-3052	260	9	affect	affect	VERB
cana-3052	260	10	students	student	NOUN
cana-3052	260	11	'	'	PART
cana-3052	260	12	mental	mental	ADJ
cana-3052	260	13	health	health	NOUN
cana-3052	260	14	.	.	PUNCT
cana-3052	261	1	despite	despite	SCONJ
cana-3052	261	2	the	the	DET
cana-3052	261	3	strong	strong	ADJ
cana-3052	261	4	findings	finding	NOUN
cana-3052	261	5	,	,	PUNCT
cana-3052	261	6	the	the	DET
cana-3052	261	7	study	study	NOUN
cana-3052	261	8	admits	admit	VERB
cana-3052	261	9	many	many	ADJ
cana-3052	261	10	limitations	limitation	NOUN
cana-3052	261	11	,	,	PUNCT
cana-3052	261	12	such	such	ADJ
cana-3052	261	13	as	as	ADP
cana-3052	261	14	sample	sample	NOUN
cana-3052	261	15	size	size	NOUN
cana-3052	261	16	constraints	constraint	NOUN
cana-3052	261	17	,	,	PUNCT
cana-3052	261	18	reliance	reliance	NOUN
cana-3052	261	19	on	on	ADP
cana-3052	261	20	a	a	DET
cana-3052	261	21	screening	screening	NOUN
cana-3052	261	22	instrument	instrument	NOUN
cana-3052	261	23	,	,	PUNCT
cana-3052	261	24	and	and	CCONJ
cana-3052	261	25	absence	absence	NOUN
cana-3052	261	26	of	of	ADP
cana-3052	261	27	pre	pre	ADJ
cana-3052	261	28	-	-	ADJ
cana-3052	261	29	college	college	ADJ
cana-3052	261	30	functioning	function	VERB
cana-3052	261	31	information	information	NOUN
cana-3052	261	32	.	.	PUNCT
cana-3052	262	1	the	the	DET
cana-3052	262	2	need	need	NOUN
cana-3052	262	3	for	for	ADP
cana-3052	262	4	more	more	ADV
cana-3052	262	5	thorough	thorough	ADJ
cana-3052	262	6	knowledge	knowledge	NOUN
cana-3052	262	7	of	of	ADP
cana-3052	262	8	the	the	DET
cana-3052	262	9	complex	complex	ADJ
cana-3052	262	10	advice	advice	NOUN
cana-3052	262	11	for	for	ADP
cana-3052	262	12	further	further	ADJ
cana-3052	262	13	research	research	NOUN
cana-3052	262	14	using	use	VERB
cana-3052	262	15	larger	large	ADJ
cana-3052	262	16	cohorts	cohort	NOUN
cana-3052	262	17	and	and	CCONJ
cana-3052	262	18	more	more	ADJ
cana-3052	262	19	variables	variable	NOUN
cana-3052	262	20	emphasises	emphasise	VERB
cana-3052	262	21	the	the	DET
cana-3052	262	22	link	link	NOUN
cana-3052	262	23	between	between	ADP
cana-3052	262	24	mental	mental	ADJ
cana-3052	262	25	health	health	NOUN
cana-3052	262	26	and	and	CCONJ
cana-3052	262	27	academic	academic	ADJ
cana-3052	262	28	outcomes	outcome	NOUN
cana-3052	262	29	.	.	PUNCT
cana-3052	263	1	in	in	ADP
cana-3052	263	2	conclusion	conclusion	NOUN
cana-3052	263	3	,	,	PUNCT
cana-3052	263	4	this	this	DET
cana-3052	263	5	study	study	NOUN
cana-3052	263	6	promotes	promote	VERB
cana-3052	263	7	focused	focused	ADJ
cana-3052	263	8	treatments	treatment	NOUN
cana-3052	263	9	and	and	CCONJ
cana-3052	263	10	preventative	preventative	ADJ
cana-3052	263	11	tactics	tactic	NOUN
cana-3052	263	12	in	in	ADP
cana-3052	263	13	the	the	DET
cana-3052	263	14	college	college	NOUN
cana-3052	263	15	setting	set	VERB
cana-3052	263	16	in	in	ADP
cana-3052	263	17	addition	addition	NOUN
cana-3052	263	18	to	to	ADP
cana-3052	263	19	adding	add	VERB
cana-3052	263	20	to	to	ADP
cana-3052	263	21	the	the	DET
cana-3052	263	22	expanding	expand	VERB
cana-3052	263	23	corpus	corpus	NOUN
cana-3052	263	24	of	of	ADP
cana-3052	263	25	research	research	NOUN
cana-3052	263	26	on	on	ADP
cana-3052	263	27	mental	mental	ADJ
cana-3052	263	28	health	health	NOUN
cana-3052	263	29	in	in	ADP
cana-3052	263	30	higher	high	ADJ
cana-3052	263	31	education	education	NOUN
cana-3052	263	32	.	.	PUNCT
cana-3052	264	1	emphasis	emphasis	NOUN
cana-3052	264	2	is	be	AUX
cana-3052	264	3	placed	place	VERB
cana-3052	264	4	on	on	ADP
cana-3052	264	5	the	the	DET
cana-3052	264	6	societal	societal	ADJ
cana-3052	264	7	ramifications	ramification	NOUN
cana-3052	264	8	of	of	ADP
cana-3052	264	9	managing	manage	VERB
cana-3052	264	10	emotional	emotional	ADJ
cana-3052	264	11	issues	issue	NOUN
cana-3052	264	12	among	among	ADP
cana-3052	264	13	college	college	NOUN
cana-3052	264	14	students	student	NOUN
cana-3052	264	15	,	,	PUNCT
cana-3052	264	16	highlighting	highlight	VERB
cana-3052	264	17	the	the	DET
cana-3052	264	18	need	need	NOUN
cana-3052	264	19	for	for	ADP
cana-3052	264	20	a	a	DET
cana-3052	264	21	comprehensive	comprehensive	ADJ
cana-3052	264	22	strategy	strategy	NOUN
cana-3052	264	23	to	to	PART
cana-3052	264	24	support	support	VERB
cana-3052	264	25	academic	academic	ADJ
cana-3052	264	26	achievement	achievement	NOUN
cana-3052	264	27	and	and	CCONJ
cana-3052	264	28	mental	mental	ADJ
cana-3052	264	29	health	health	NOUN
cana-3052	264	30	in	in	ADP
cana-3052	264	31	this	this	DET
cana-3052	264	32	important	important	ADJ
cana-3052	264	33	population	population	NOUN
cana-3052	264	34	.	.	PUNCT
cana-3052	265	1	references	reference	NOUN
cana-3052	265	2	[	[	X
cana-3052	265	3	1	1	NUM
cana-3052	265	4	]	]	PUNCT
cana-3052	265	5	muhammed	muhamme	VERB
cana-3052	265	6	sameer	sameer	PROPN
cana-3052	265	7	e	e	PROPN
cana-3052	265	8	s	s	PROPN
cana-3052	265	9	,	,	PUNCT
cana-3052	265	10	george	george	PROPN
cana-3052	265	11	lenin	lenin	PROPN
cana-3052	265	12	,	,	PUNCT
cana-3052	265	13	muhammed	muhammed	PROPN
cana-3052	265	14	suhail	suhail	PROPN
cana-3052	265	15	,	,	PUNCT
cana-3052	265	16	aysha	aysha	PROPN
cana-3052	265	17	sakkeer	sakkeer	PROPN
cana-3052	265	18	,	,	PUNCT
cana-3052	265	19	neha	neha	NOUN
cana-3052	265	20	beegam	beegam	NOUN
cana-3052	265	21	p	p	PROPN
cana-3052	265	22	e	e	NOUN
cana-3052	265	23	,	,	PUNCT
cana-3052	265	24	effective	effective	ADJ
cana-3052	265	25	in	in	ADP
cana-3052	265	26	reducing	reduce	VERB
cana-3052	265	27	anxiety	anxiety	NOUN
cana-3052	265	28	and	and	CCONJ
cana-3052	265	29	depression	depression	NOUN
cana-3052	265	30	symptoms	symptom	NOUN
cana-3052	265	31	of	of	ADP
cana-3052	265	32	social	social	ADJ
cana-3052	265	33	media	medium	NOUN
cana-3052	265	34	addicted	addict	VERB
cana-3052	265	35	young	young	ADJ
cana-3052	265	36	adults	adult	NOUN
cana-3052	265	37	through	through	ADP
cana-3052	265	38	emotional	emotional	ADJ
cana-3052	265	39	patterns	pattern	NOUN
cana-3052	265	40	using	use	VERB
cana-3052	265	41	multichannel	multichannel	ADJ
cana-3052	265	42	representations	representation	NOUN
cana-3052	265	43	.	.	PUNCT
cana-3052	266	1	international	international	ADJ
cana-3052	266	2	journal	journal	NOUN
cana-3052	266	3	of	of	ADP
cana-3052	266	4	all	all	DET
cana-3052	266	5	research	research	NOUN
cana-3052	266	6	education	education	NOUN
cana-3052	266	7	and	and	CCONJ
cana-3052	266	8	scientific	scientific	ADJ
cana-3052	266	9	methods	method	NOUN
cana-3052	266	10	,	,	PUNCT
cana-3052	266	11	issn	issn	PROPN
cana-3052	266	12	:	:	PUNCT
cana-3052	266	13	24556211	24556211	NUM
cana-3052	266	14	,	,	PUNCT
cana-3052	266	15	volume	volume	NOUN
cana-3052	266	16	10	10	NUM
cana-3052	266	17	,	,	PUNCT
cana-3052	266	18	issue	issue	NOUN
cana-3052	266	19	7	7	NUM
cana-3052	266	20	,	,	PUNCT
cana-3052	266	21	july-2022	july-2022	NOUN
cana-3052	266	22	.	.	PUNCT
cana-3052	267	1	[	[	X
cana-3052	267	2	2	2	NUM
cana-3052	267	3	]	]	PUNCT
cana-3052	267	4	van	van	PROPN
cana-3052	267	5	den	den	PROPN
cana-3052	267	6	broek	broek	PROPN
cana-3052	267	7	-	-	PUNCT
cana-3052	267	8	altenburg	altenburg	PROPN
cana-3052	267	9	,	,	PUNCT
cana-3052	267	10	e.m	e.m	PROPN
cana-3052	267	11	.	.	PROPN
cana-3052	267	12	;	;	PUNCT
cana-3052	267	13	atherly	atherly	ADV
cana-3052	267	14	,	,	PUNCT
cana-3052	267	15	a.j	a.j	PROPN
cana-3052	267	16	.	.	PROPN
cana-3052	267	17	using	use	VERB
cana-3052	267	18	social	social	ADJ
cana-3052	267	19	media	medium	NOUN
cana-3052	267	20	to	to	PART
cana-3052	267	21	identify	identify	VERB
cana-3052	267	22	consumers	consumer	NOUN
cana-3052	267	23	’	’	PART
cana-3052	267	24	sentiments	sentiment	NOUN
cana-3052	267	25	towards	towards	ADP
cana-3052	267	26	attributes	attribute	NOUN
cana-3052	267	27	of	of	ADP
cana-3052	267	28	health	health	NOUN
cana-3052	267	29	insurance	insurance	NOUN
cana-3052	267	30	during	during	ADP
cana-3052	267	31	enrollment	enrollment	NOUN
cana-3052	267	32	season	season	NOUN
cana-3052	267	33	.	.	PUNCT
cana-3052	268	1	appl	appl	PROPN
cana-3052	268	2	.	.	PUNCT
cana-3052	269	1	sci	sci	PROPN
cana-3052	269	2	.	.	PROPN
cana-3052	269	3	2019	2019	NUM
cana-3052	269	4	,	,	PUNCT
cana-3052	269	5	9	9	NUM
cana-3052	269	6	,	,	PUNCT
cana-3052	269	7	2035	2035	NUM
cana-3052	269	8	.	.	PUNCT
cana-3052	270	1	[	[	X
cana-3052	270	2	3	3	NUM
cana-3052	270	3	]	]	X
cana-3052	270	4	jabreel	jabreel	PROPN
cana-3052	270	5	,	,	PUNCT
cana-3052	270	6	m.	m.	NOUN
cana-3052	270	7	;	;	PUNCT
cana-3052	270	8	moreno	moreno	PROPN
cana-3052	270	9	,	,	PUNCT
cana-3052	270	10	a.	a.	NOUN
cana-3052	270	11	a	a	DET
cana-3052	270	12	deep	deep	ADJ
cana-3052	270	13	learning	learning	NOUN
cana-3052	270	14	-	-	PUNCT
cana-3052	270	15	based	base	VERB
cana-3052	270	16	approach	approach	NOUN
cana-3052	270	17	for	for	ADP
cana-3052	270	18	multi	multi	ADJ
cana-3052	270	19	-	-	ADJ
cana-3052	270	20	label	label	ADJ
cana-3052	270	21	emotion	emotion	NOUN
cana-3052	270	22	classification	classification	NOUN
cana-3052	270	23	in	in	ADP
cana-3052	270	24	tweets	tweet	NOUN
cana-3052	270	25	.	.	PUNCT
cana-3052	271	1	appl	appl	PROPN
cana-3052	271	2	.	.	PUNCT
cana-3052	272	1	sci	sci	PROPN
cana-3052	272	2	.	.	PROPN
cana-3052	272	3	2019	2019	NUM
cana-3052	272	4	,	,	PUNCT
cana-3052	272	5	9	9	NUM
cana-3052	272	6	,	,	PUNCT
cana-3052	272	7	1123	1123	NUM
cana-3052	272	8	.	.	PUNCT
cana-3052	273	1	[	[	X
cana-3052	273	2	4	4	NUM
cana-3052	273	3	]	]	X
cana-3052	273	4	junli	junli	PROPN
cana-3052	273	5	liu	liu	PROPN
cana-3052	273	6	,	,	PUNCT
cana-3052	273	7	haoyuan	haoyuan	PROPN
cana-3052	273	8	wang	wang	PROPN
cana-3052	273	9	,	,	PUNCT
cana-3052	273	10	analysis	analysis	NOUN
cana-3052	273	11	of	of	ADP
cana-3052	273	12	educational	educational	ADJ
cana-3052	273	13	mental	mental	ADJ
cana-3052	273	14	health	health	NOUN
cana-3052	273	15	and	and	CCONJ
cana-3052	273	16	emotion	emotion	NOUN
cana-3052	273	17	based	base	VERB
cana-3052	273	18	on	on	ADP
cana-3052	273	19	deep	deep	ADJ
cana-3052	273	20	learning	learning	NOUN
cana-3052	273	21	and	and	CCONJ
cana-3052	273	22	computational	computational	ADJ
cana-3052	273	23	intelligence	intelligence	NOUN
cana-3052	273	24	optimization	optimization	NOUN
cana-3052	273	25	,	,	PUNCT
cana-3052	273	26	january	january	PROPN
cana-3052	273	27	2022	2022	NUM
cana-3052	273	28	.	.	PUNCT
cana-3052	274	1	[	[	X
cana-3052	274	2	5	5	NUM
cana-3052	274	3	]	]	PUNCT
cana-3052	274	4	ana	ana	PROPN
cana-3052	274	5	-	-	PUNCT
cana-3052	274	6	sabina	sabina	PROPN
cana-3052	274	7	uban	uban	NOUN
cana-3052	274	8	,	,	PUNCT
cana-3052	274	9	an	an	DET
cana-3052	274	10	emotion	emotion	NOUN
cana-3052	274	11	and	and	CCONJ
cana-3052	274	12	cognitive	cognitive	NOUN
cana-3052	274	13	-	-	PUNCT
cana-3052	274	14	based	base	VERB
cana-3052	274	15	analysis	analysis	NOUN
cana-3052	274	16	of	of	ADP
cana-3052	274	17	mental	mental	ADJ
cana-3052	274	18	health	health	NOUN
cana-3052	274	19	disorders	disorder	NOUN
cana-3052	274	20	from	from	ADP
cana-3052	274	21	social	social	ADJ
cana-3052	274	22	media	medium	NOUN
cana-3052	274	23	data	datum	NOUN
cana-3052	274	24	,	,	PUNCT
cana-3052	274	25	january	january	PROPN
cana-3052	274	26	2022	2022	NUM
cana-3052	274	27	.	.	PUNCT
cana-3052	275	1	[	[	X
cana-3052	275	2	6	6	NUM
cana-3052	275	3	]	]	PUNCT
cana-3052	275	4	kuhaneswaran	kuhaneswaran	VERB
cana-3052	275	5	a	a	DET
cana-3052	275	6	/	/	SYM
cana-3052	275	7	l	l	NOUN
cana-3052	275	8	govindasamy	govindasamy	NOUN
cana-3052	275	9	,	,	PUNCT
cana-3052	275	10	naveen	naveen	PROPN
cana-3052	275	11	palanichamy	palanichamy	NOUN
cana-3052	275	12	,	,	PUNCT
cana-3052	275	13	depression	depression	NOUN
cana-3052	275	14	detection	detection	NOUN
cana-3052	275	15	using	use	VERB
cana-3052	275	16	machine	machine	NOUN
cana-3052	275	17	learning	learn	VERB
cana-3052	275	18	techniques	technique	NOUN
cana-3052	275	19	on	on	ADP
cana-3052	275	20	twitter	twitter	PROPN
cana-3052	275	21	data	datum	NOUN
cana-3052	275	22	,	,	PUNCT
cana-3052	275	23	proceedings	proceeding	NOUN
cana-3052	275	24	of	of	ADP
cana-3052	275	25	the	the	DET
cana-3052	275	26	fifth	fifth	ADJ
cana-3052	275	27	international	international	ADJ
cana-3052	275	28	conference	conference	NOUN
cana-3052	275	29	on	on	ADP
cana-3052	275	30	intelligent	intelligent	ADJ
cana-3052	275	31	computing	computing	NOUN
cana-3052	275	32	and	and	CCONJ
cana-3052	275	33	control	control	NOUN
cana-3052	275	34	systems	system	NOUN
cana-3052	275	35	(	(	PUNCT
cana-3052	275	36	iciccs	iciccs	NOUN
cana-3052	275	37	2021	2021	NUM
cana-3052	275	38	)	)	PUNCT
cana-3052	275	39	ieee	ieee	NOUN
cana-3052	275	40	xplore	xplore	PROPN
cana-3052	275	41	part	part	NOUN
cana-3052	275	42	number	number	NOUN
cana-3052	275	43	:	:	PUNCT
cana-3052	275	44	cfp21k74	cfp21k74	NOUN
cana-3052	275	45	-	-	PUNCT
cana-3052	275	46	art	art	NOUN
cana-3052	275	47	;	;	PUNCT
cana-3052	275	48	isbn	isbn	ADJ
cana-3052	275	49	:	:	PUNCT
cana-3052	275	50	978	978	NUM
cana-3052	275	51	-	-	SYM
cana-3052	275	52	0	0	NUM
cana-3052	275	53	-	-	PUNCT
cana-3052	275	54	7381	7381	NUM
cana-3052	275	55	-	-	PUNCT
cana-3052	275	56	1327	1327	NUM
cana-3052	275	57	-	-	SYM
cana-3052	275	58	2	2	NUM
cana-3052	275	59	.	.	PUNCT
cana-3052	276	1	[	[	X
cana-3052	276	2	7	7	NUM
cana-3052	276	3	]	]	PUNCT
cana-3052	276	4	georgiades	georgiade	NOUN
cana-3052	276	5	,	,	PUNCT
cana-3052	276	6	k.	k.	PROPN
cana-3052	276	7	;	;	PUNCT
cana-3052	276	8	paksarian	paksarian	PROPN
cana-3052	276	9	,	,	PUNCT
cana-3052	276	10	d.	d.	PROPN
cana-3052	276	11	;	;	PUNCT
cana-3052	276	12	rudolph	rudolph	PROPN
cana-3052	276	13	,	,	PUNCT
cana-3052	276	14	k.e	k.e	PROPN
cana-3052	276	15	.	.	PROPN
cana-3052	276	16	;	;	PUNCT
cana-3052	276	17	merikangas	merikangas	NOUN
cana-3052	276	18	,	,	PUNCT
cana-3052	276	19	k.r	k.r	PROPN
cana-3052	276	20	.	.	PROPN
cana-3052	276	21	prevalence	prevalence	NOUN
cana-3052	276	22	of	of	ADP
cana-3052	276	23	mental	mental	ADJ
cana-3052	276	24	disorder	disorder	NOUN
cana-3052	276	25	and	and	CCONJ
cana-3052	276	26	service	service	NOUN
cana-3052	276	27	use	use	NOUN
cana-3052	276	28	by	by	ADP
cana-3052	276	29	immigrant	immigrant	ADJ
cana-3052	276	30	generation	generation	NOUN
cana-3052	276	31	and	and	CCONJ
cana-3052	276	32	race	race	NOUN
cana-3052	276	33	/	/	SYM
cana-3052	276	34	ethnicity	ethnicity	NOUN
cana-3052	276	35	among	among	ADP
cana-3052	276	36	u.s	u.s	PROPN
cana-3052	276	37	.	.	PROPN
cana-3052	276	38	adolescents	adolescents	PROPN
cana-3052	276	39	.	.	PUNCT
cana-3052	277	1	j.	j.	PROPN
cana-3052	277	2	am	am	PROPN
cana-3052	277	3	.	.	PUNCT
cana-3052	278	1	acad	acad	PROPN
cana-3052	278	2	.	.	PUNCT
cana-3052	279	1	child	child	NOUN
cana-3052	279	2	adolesc	adolesc	PROPN
cana-3052	279	3	.	.	PUNCT
cana-3052	280	1	psychiatry	psychiatry	NOUN
cana-3052	280	2	2018	2018	NUM
cana-3052	280	3	,	,	PUNCT
cana-3052	280	4	57	57	NUM
cana-3052	280	5	,	,	PUNCT
cana-3052	280	6	280–287	280–287	NUM
cana-3052	280	7	.	.	PUNCT
cana-3052	281	1	e2	e2	PROPN
cana-3052	281	2	.	.	PUNCT
cana-3052	282	1	[	[	X
cana-3052	282	2	8	8	NUM
cana-3052	282	3	]	]	X
cana-3052	282	4	spitzer	spitzer	NOUN
cana-3052	282	5	,	,	PUNCT
cana-3052	282	6	r.l	r.l	PROPN
cana-3052	282	7	.	.	PROPN
cana-3052	282	8	;	;	PUNCT
cana-3052	282	9	endicott	endicott	PROPN
cana-3052	282	10	,	,	PUNCT
cana-3052	282	11	j.	j.	PROPN
cana-3052	282	12	;	;	PUNCT
cana-3052	282	13	micoulaud	micoulaud	ADJ
cana-3052	282	14	franchi	franchi	PROPN
cana-3052	282	15	,	,	PUNCT
cana-3052	282	16	j.-a	j.-a	PROPN
cana-3052	282	17	.	.	PUNCT
cana-3052	283	1	medical	medical	ADJ
cana-3052	283	2	and	and	CCONJ
cana-3052	283	3	mental	mental	ADJ
cana-3052	283	4	disorder	disorder	NOUN
cana-3052	283	5	:	:	PUNCT
cana-3052	283	6	proposed	propose	VERB
cana-3052	283	7	definition	definition	NOUN
cana-3052	283	8	and	and	CCONJ
cana-3052	283	9	criteria	criterion	NOUN
cana-3052	283	10	.	.	PUNCT
cana-3052	284	1	ann	ann	PROPN
cana-3052	284	2	.	.	PUNCT
cana-3052	284	3	méd	méd	PROPN
cana-3052	284	4	.	.	PUNCT
cana-3052	284	5	psychol	psychol	PROPN
cana-3052	284	6	.	.	PUNCT
cana-3052	285	1	rev	rev	PROPN
cana-3052	285	2	.	.	PROPN
cana-3052	285	3	psychiatr	psychiatr	PROPN
cana-3052	285	4	.	.	PUNCT
cana-3052	286	1	2018	2018	NUM
cana-3052	286	2	,	,	PUNCT
cana-3052	286	3	176	176	NUM
cana-3052	286	4	,	,	PUNCT
cana-3052	286	5	656–665	656–665	NUM
cana-3052	286	6	.	.	PUNCT
cana-3052	287	1	[	[	X
cana-3052	287	2	9	9	NUM
cana-3052	287	3	]	]	X
cana-3052	287	4	shuai	shuai	PROPN
cana-3052	287	5	,	,	PUNCT
cana-3052	287	6	h.-h	h.-h	NOUN
cana-3052	287	7	.	.	PUNCT
cana-3052	287	8	;	;	PUNCT
cana-3052	288	1	shen	shen	PROPN
cana-3052	288	2	,	,	PUNCT
cana-3052	288	3	c.-y	c.-y	NOUN
cana-3052	288	4	.	.	PUNCT
cana-3052	288	5	;	;	PUNCT
cana-3052	288	6	yang	yang	PROPN
cana-3052	288	7	,	,	PUNCT
cana-3052	288	8	d.-n	d.-n	PROPN
cana-3052	288	9	.	.	PUNCT
cana-3052	288	10	;	;	PUNCT
cana-3052	288	11	lan	lan	PROPN
cana-3052	288	12	,	,	PUNCT
cana-3052	288	13	y.-f.c	y.-f.c	PROPN
cana-3052	288	14	.	.	PUNCT
cana-3052	288	15	;	;	PUNCT
cana-3052	288	16	lee	lee	PROPN
cana-3052	288	17	,	,	PUNCT
cana-3052	288	18	w.-c	w.-c	PROPN
cana-3052	288	19	.	.	PUNCT
cana-3052	288	20	;	;	PUNCT
cana-3052	288	21	yu	yu	PROPN
cana-3052	288	22	,	,	PUNCT
cana-3052	288	23	p.s	p.s	PROPN
cana-3052	288	24	.	.	PUNCT
cana-3052	288	25	;	;	PUNCT
cana-3052	288	26	chen	chen	PROPN
cana-3052	288	27	,	,	PUNCT
cana-3052	288	28	m.-s	m.-s	PROPN
cana-3052	288	29	.	.	PUNCT
cana-3052	289	1	a	a	DET
cana-3052	289	2	comprehensive	comprehensive	ADJ
cana-3052	289	3	study	study	NOUN
cana-3052	289	4	on	on	ADP
cana-3052	289	5	social	social	ADJ
cana-3052	289	6	network	network	NOUN
cana-3052	289	7	mental	mental	ADJ
cana-3052	289	8	disorders	disorder	NOUN
cana-3052	289	9	detection	detection	NOUN
cana-3052	289	10	via	via	ADP
cana-3052	289	11	online	online	ADJ
cana-3052	289	12	social	social	ADJ
cana-3052	289	13	media	medium	NOUN
cana-3052	289	14	mining	mining	NOUN
cana-3052	289	15	.	.	PUNCT
cana-3052	290	1	ieee	ieee	PROPN
cana-3052	290	2	trans	trans	PROPN
cana-3052	290	3	.	.	PROPN
cana-3052	291	1	knowl	knowl	PROPN
cana-3052	291	2	.	.	PUNCT
cana-3052	292	1	data	data	PROPN
cana-3052	292	2	eng	eng	PROPN
cana-3052	292	3	.	.	PROPN
cana-3052	292	4	2018	2018	NUM
cana-3052	292	5	,	,	PUNCT
cana-3052	292	6	30	30	NUM
cana-3052	292	7	,	,	PUNCT
cana-3052	292	8	1212–1225	1212–1225	NUM
cana-3052	292	9	.	.	PUNCT
cana-3052	293	1	[	[	X
cana-3052	293	2	10	10	NUM
cana-3052	293	3	]	]	X
cana-3052	293	4	hussein	hussein	PROPN
cana-3052	293	5	,	,	PUNCT
cana-3052	293	6	d.m.e.-d.m	d.m.e.-d.m	PROPN
cana-3052	293	7	.	.	PUNCT
cana-3052	294	1	a	a	DET
cana-3052	294	2	survey	survey	NOUN
cana-3052	294	3	on	on	ADP
cana-3052	294	4	sentiment	sentiment	NOUN
cana-3052	294	5	analysis	analysis	NOUN
cana-3052	294	6	challenges	challenge	NOUN
cana-3052	294	7	.	.	PUNCT
cana-3052	295	1	j.	j.	PROPN
cana-3052	295	2	king	king	PROPN
cana-3052	295	3	saud	saud	PROPN
cana-3052	295	4	univ	univ	PROPN
cana-3052	295	5	.	.	PUNCT
cana-3052	296	1	eng	eng	PROPN
cana-3052	296	2	.	.	PUNCT
cana-3052	296	3	sci	sci	PROPN
cana-3052	296	4	.	.	PROPN
cana-3052	296	5	2018	2018	NUM
cana-3052	296	6	,	,	PUNCT
cana-3052	296	7	30	30	NUM
cana-3052	296	8	,	,	PUNCT
cana-3052	296	9	330–338	330–338	NUM
cana-3052	296	10	.	.	PUNCT
cana-3052	297	1	[	[	X
cana-3052	297	2	11	11	NUM
cana-3052	297	3	]	]	X
cana-3052	297	4	mäntylä	mäntylä	NOUN
cana-3052	297	5	,	,	PUNCT
cana-3052	297	6	m.v	m.v	PROPN
cana-3052	297	7	.	.	PROPN
cana-3052	297	8	;	;	PUNCT
cana-3052	297	9	graziotin	graziotin	PROPN
cana-3052	297	10	,	,	PUNCT
cana-3052	297	11	d.	d.	PROPN
cana-3052	297	12	;	;	PUNCT
cana-3052	297	13	kuutila	kuutila	PROPN
cana-3052	297	14	,	,	PUNCT
cana-3052	297	15	m.	m.	NOUN
cana-3052	297	16	the	the	DET
cana-3052	297	17	evolution	evolution	NOUN
cana-3052	297	18	of	of	ADP
cana-3052	297	19	sentiment	sentiment	NOUN
cana-3052	297	20	analysis	analysis	NOUN
cana-3052	297	21	—	—	PUNCT
cana-3052	297	22	a	a	DET
cana-3052	297	23	review	review	NOUN
cana-3052	297	24	of	of	ADP
cana-3052	297	25	research	research	NOUN
cana-3052	297	26	topics	topic	NOUN
cana-3052	297	27	,	,	PUNCT
cana-3052	297	28	venues	venue	NOUN
cana-3052	297	29	,	,	PUNCT
cana-3052	297	30	and	and	CCONJ
cana-3052	297	31	top	top	ADJ
cana-3052	297	32	cited	cite	VERB
cana-3052	297	33	papers	paper	NOUN
cana-3052	297	34	.	.	PUNCT
cana-3052	298	1	comput	comput	NOUN
cana-3052	298	2	.	.	PUNCT
cana-3052	299	1	sci	sci	PROPN
cana-3052	299	2	.	.	PROPN
cana-3052	300	1	rev	rev	PROPN
cana-3052	300	2	.	.	PROPN
cana-3052	300	3	2018	2018	NUM
cana-3052	300	4	,	,	PUNCT
cana-3052	300	5	27	27	NUM
cana-3052	300	6	,	,	PUNCT
cana-3052	300	7	16–32	16–32	NUM
cana-3052	300	8	.	.	PUNCT
cana-3052	301	1	communications	communication	NOUN
cana-3052	301	2	on	on	ADP
cana-3052	301	3	applied	apply	VERB
cana-3052	301	4	nonlinear	nonlinear	ADJ
cana-3052	301	5	analysis	analysis	NOUN
cana-3052	301	6	issn	issn	NOUN
cana-3052	301	7	:	:	PUNCT
cana-3052	301	8	1074	1074	NUM
cana-3052	301	9	-	-	PUNCT
cana-3052	301	10	133x	133x	NUM
cana-3052	301	11	vol	vol	NOUN
cana-3052	301	12	32	32	NUM
cana-3052	301	13	no	no	NOUN
cana-3052	301	14	.	.	PUNCT
cana-3052	302	1	5s	5s	NUM
cana-3052	302	2	(	(	PUNCT
cana-3052	302	3	2025	2025	NUM
cana-3052	302	4	)	)	PUNCT
cana-3052	302	5	267	267	NUM
cana-3052	302	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-3052	303	1	[	[	X
cana-3052	303	2	12	12	NUM
cana-3052	303	3	]	]	PUNCT
cana-3052	303	4	gkotsis	gkotsis	NOUN
cana-3052	303	5	,	,	PUNCT
cana-3052	303	6	g.	g.	PROPN
cana-3052	303	7	;	;	PUNCT
cana-3052	303	8	oellrich	oellrich	PROPN
cana-3052	303	9	,	,	PUNCT
cana-3052	303	10	a.	a.	NOUN
cana-3052	303	11	;	;	PUNCT
cana-3052	303	12	velupillai	velupillai	PROPN
cana-3052	303	13	,	,	PUNCT
cana-3052	303	14	s.	s.	PROPN
cana-3052	303	15	;	;	PUNCT
cana-3052	303	16	liakata	liakata	ADJ
cana-3052	303	17	,	,	PUNCT
cana-3052	303	18	m.	m.	NOUN
cana-3052	303	19	;	;	PUNCT
cana-3052	303	20	hubbard	hubbard	PROPN
cana-3052	303	21	,	,	PUNCT
cana-3052	303	22	t.j	t.j	PROPN
cana-3052	303	23	.	.	PROPN
cana-3052	303	24	;	;	PUNCT
cana-3052	303	25	dobson	dobson	PROPN
cana-3052	303	26	,	,	PUNCT
cana-3052	303	27	r.j	r.j	PROPN
cana-3052	303	28	.	.	PROPN
cana-3052	303	29	;	;	PUNCT
cana-3052	303	30	dutta	dutta	PROPN
cana-3052	303	31	,	,	PUNCT
cana-3052	303	32	r.	r.	PROPN
cana-3052	303	33	characterisation	characterisation	NOUN
cana-3052	303	34	of	of	ADP
cana-3052	303	35	mental	mental	ADJ
cana-3052	303	36	health	health	NOUN
cana-3052	303	37	conditions	condition	NOUN
cana-3052	303	38	in	in	ADP
cana-3052	303	39	social	social	ADJ
cana-3052	303	40	media	medium	NOUN
cana-3052	303	41	using	use	VERB
cana-3052	303	42	informed	inform	VERB
cana-3052	303	43	deep	deep	ADJ
cana-3052	303	44	learning	learning	NOUN
cana-3052	303	45	.	.	PUNCT
cana-3052	304	1	sci	sci	PROPN
cana-3052	304	2	.	.	PROPN
cana-3052	304	3	rep	rep	PROPN
cana-3052	304	4	.	.	PROPN
cana-3052	304	5	2017	2017	NUM
cana-3052	304	6	,	,	PUNCT
cana-3052	304	7	7	7	NUM
cana-3052	304	8	,	,	PUNCT
cana-3052	304	9	45141	45141	NUM
cana-3052	304	10	.	.	PUNCT
cana-3052	305	1	[	[	X
cana-3052	305	2	13	13	NUM
cana-3052	305	3	]	]	PUNCT
cana-3052	305	4	ross	ross	VERB
cana-3052	305	5	a	a	DET
cana-3052	305	6	thompson	thompson	PROPN
cana-3052	305	7	.	.	PROPN
cana-3052	305	8	1991	1991	NUM
cana-3052	305	9	.	.	PUNCT
cana-3052	306	1	emotional	emotional	ADJ
cana-3052	306	2	regulation	regulation	NOUN
cana-3052	306	3	and	and	CCONJ
cana-3052	306	4	emotional	emotional	ADJ
cana-3052	306	5	development	development	NOUN
cana-3052	306	6	.	.	PUNCT
cana-3052	307	1	educational	educational	ADJ
cana-3052	307	2	psychology	psychology	NOUN
cana-3052	307	3	review	review	VERB
cana-3052	307	4	3	3	NUM
cana-3052	307	5	,	,	PUNCT
cana-3052	307	6	4	4	NUM
cana-3052	307	7	(	(	PUNCT
cana-3052	307	8	1991	1991	NUM
cana-3052	307	9	)	)	PUNCT
cana-3052	307	10	,	,	PUNCT
cana-3052	307	11	269–307	269–307	NUM
cana-3052	307	12	.	.	PUNCT
cana-3052	308	1	[	[	X
cana-3052	308	2	14	14	NUM
cana-3052	308	3	]	]	PUNCT
cana-3052	308	4	ivan	ivan	PROPN
cana-3052	308	5	sekulić	sekulić	PROPN
cana-3052	308	6	and	and	CCONJ
cana-3052	308	7	michael	michael	PROPN
cana-3052	308	8	strube	strube	PROPN
cana-3052	308	9	.	.	PUNCT
cana-3052	309	1	2020	2020	NUM
cana-3052	309	2	.	.	PUNCT
cana-3052	310	1	adapting	adapt	VERB
cana-3052	310	2	deep	deep	ADJ
cana-3052	310	3	learning	learning	NOUN
cana-3052	310	4	methods	method	NOUN
cana-3052	310	5	for	for	ADP
cana-3052	310	6	mental	mental	ADJ
cana-3052	310	7	health	health	NOUN
cana-3052	310	8	prediction	prediction	NOUN
cana-3052	310	9	on	on	ADP
cana-3052	310	10	social	social	ADJ
cana-3052	310	11	media	medium	NOUN
cana-3052	310	12	.	.	PUNCT
cana-3052	311	1	arxiv	arxiv	PROPN
cana-3052	311	2	preprint	preprint	VERB
cana-3052	311	3	arxiv:2003.07634	arxiv:2003.07634	PROPN
cana-3052	311	4	(	(	PUNCT
cana-3052	311	5	2020	2020	NUM
cana-3052	311	6	)	)	PUNCT
cana-3052	311	7	.	.	PUNCT
cana-3052	312	1	[	[	X
cana-3052	312	2	15	15	NUM
cana-3052	312	3	]	]	PUNCT
cana-3052	312	4	judy	judy	PROPN
cana-3052	312	5	hanwen	hanwen	PROPN
cana-3052	312	6	shen	shen	PROPN
cana-3052	312	7	and	and	CCONJ
cana-3052	312	8	frank	frank	PROPN
cana-3052	312	9	rudzicz	rudzicz	NOUN
cana-3052	312	10	.	.	PUNCT
cana-3052	313	1	2017	2017	NUM
cana-3052	313	2	.	.	PUNCT
cana-3052	314	1	detecting	detect	VERB
cana-3052	314	2	anxiety	anxiety	NOUN
cana-3052	314	3	through	through	ADP
cana-3052	314	4	reddit	reddit	NOUN
cana-3052	314	5	.	.	PUNCT
cana-3052	315	1	in	in	ADP
cana-3052	315	2	proceedings	proceeding	NOUN
cana-3052	315	3	of	of	ADP
cana-3052	315	4	the	the	DET
cana-3052	315	5	fourth	fourth	ADJ
cana-3052	315	6	workshop	workshop	NOUN
cana-3052	315	7	on	on	ADP
cana-3052	315	8	computational	computational	ADJ
cana-3052	315	9	linguistics	linguistic	NOUN
cana-3052	315	10	and	and	CCONJ
cana-3052	315	11	clinical	clinical	ADJ
cana-3052	315	12	psychology	psychology	NOUN
cana-3052	315	13	—	—	PUNCT
cana-3052	315	14	from	from	ADP
cana-3052	315	15	linguistic	linguistic	ADJ
cana-3052	315	16	signal	signal	NOUN
cana-3052	315	17	to	to	ADP
cana-3052	315	18	clinical	clinical	ADJ
cana-3052	315	19	reality	reality	NOUN
cana-3052	315	20	.	.	PUNCT
cana-3052	316	1	58	58	NUM
cana-3052	316	2	–	–	PUNCT
cana-3052	316	3	65	65	NUM
cana-3052	316	4	.	.	PUNCT
cana-3052	317	1	[	[	X
cana-3052	317	2	16	16	NUM
cana-3052	317	3	]	]	PUNCT
cana-3052	317	4	hoyun	hoyun	NOUN
cana-3052	317	5	song	song	NOUN
cana-3052	317	6	,	,	PUNCT
cana-3052	317	7	jinseon	jinseon	PROPN
cana-3052	317	8	you	you	PRON
cana-3052	317	9	,	,	PUNCT
cana-3052	317	10	jin	jin	ADJ
cana-3052	317	11	-	-	PUNCT
cana-3052	317	12	woo	woo	NOUN
cana-3052	317	13	chung	chung	NOUN
cana-3052	317	14	,	,	PUNCT
cana-3052	317	15	and	and	CCONJ
cana-3052	317	16	jong	jong	PROPN
cana-3052	317	17	c	c	PROPN
cana-3052	317	18	park	park	NOUN
cana-3052	317	19	.	.	PUNCT
cana-3052	318	1	2018	2018	NUM
cana-3052	318	2	.	.	PUNCT
cana-3052	319	1	feature	feature	NOUN
cana-3052	319	2	attention	attention	NOUN
cana-3052	319	3	network	network	NOUN
cana-3052	319	4	:	:	PUNCT
cana-3052	319	5	interpretable	interpretable	ADJ
cana-3052	319	6	depression	depression	NOUN
cana-3052	319	7	detection	detection	NOUN
cana-3052	319	8	from	from	ADP
cana-3052	319	9	social	social	ADJ
cana-3052	319	10	media	medium	NOUN
cana-3052	319	11	.	.	PUNCT
cana-3052	320	1	in	in	ADP
cana-3052	320	2	paclic	paclic	ADJ
cana-3052	320	3	.	.	PUNCT
cana-3052	321	1	[	[	X
cana-3052	321	2	17	17	NUM
cana-3052	321	3	]	]	X
cana-3052	321	4	b.	b.	PROPN
cana-3052	321	5	koh	koh	PROPN
cana-3052	321	6	,	,	PUNCT
cana-3052	321	7	j.k	j.k	PROPN
cana-3052	321	8	.	.	PROPN
cana-3052	321	9	park	park	PROPN
cana-3052	321	10	,	,	PUNCT
cana-3052	321	11	c.h	c.h	PROPN
cana-3052	321	12	.	.	PROPN
cana-3052	321	13	kim	kim	PROPN
cana-3052	321	14	,	,	PUNCT
cana-3052	321	15	and	and	CCONJ
cana-3052	321	16	s.	s.	PROPN
cana-3052	321	17	cho	cho	PROPN
cana-3052	321	18	.	.	PUNCT
cana-3052	322	1	"	"	PUNCT
cana-3052	322	2	development	development	NOUN
cana-3052	322	3	of	of	ADP
cana-3052	322	4	the	the	DET
cana-3052	322	5	stress	stress	NOUN
cana-3052	322	6	response	response	NOUN
cana-3052	322	7	inventory	inventory	NOUN
cana-3052	322	8	and	and	CCONJ
cana-3052	322	9	its	its	PRON
cana-3052	322	10	application	application	NOUN
cana-3052	322	11	in	in	ADP
cana-3052	322	12	clinical	clinical	ADJ
cana-3052	322	13	practice	practice	NOUN
cana-3052	322	14	"	"	PUNCT
cana-3052	322	15	,	,	PUNCT
cana-3052	322	16	psychosomatic	psychosomatic	ADJ
cana-3052	322	17	medicine	medicine	NOUN
cana-3052	322	18	,	,	PUNCT
cana-3052	322	19	vol.63	vol.63	NOUN
cana-3052	322	20	,	,	PUNCT
cana-3052	322	21	no.4	no.4	PROPN
cana-3052	322	22	,	,	PUNCT
cana-3052	322	23	pp.668–678	pp.668–678	NOUN
cana-3052	322	24	,	,	PUNCT
cana-3052	322	25	2001	2001	NUM
cana-3052	322	26	.	.	PUNCT
cana-3052	323	1	[	[	X
cana-3052	323	2	18	18	NUM
cana-3052	323	3	]	]	PUNCT
cana-3052	323	4	a	a	DET
cana-3052	323	5	rocha	rocha	PROPN
cana-3052	323	6	,	,	PUNCT
cana-3052	323	7	m.	m.	PROPN
cana-3052	323	8	r.	r.	PROPN
cana-3052	323	9	henriques	henriques	PROPN
cana-3052	323	10	,	,	PUNCT
cana-3052	323	11	j.	j.	PROPN
cana-3052	323	12	c.	c.	PROPN
cana-3052	323	13	lopes	lopes	PROPN
cana-3052	323	14	,	,	PUNCT
cana-3052	323	15	r.	r.	PROPN
cana-3052	323	16	camacho	camacho	PROPN
cana-3052	323	17	,	,	PUNCT
cana-3052	323	18	m.	m.	PROPN
cana-3052	323	19	klein	klein	PROPN
cana-3052	323	20	,	,	PUNCT
cana-3052	323	21	g.	g.	PROPN
cana-3052	323	22	modena	modena	PROPN
cana-3052	323	23	,	,	PUNCT
cana-3052	323	24	p.	p.	NOUN
cana-3052	323	25	v.	v.	CCONJ
cana-3052	323	26	de	de	X
cana-3052	323	27	ven	ven	PROPN
cana-3052	323	28	,	,	PUNCT
cana-3052	323	29	e.	e.	PROPN
cana-3052	323	30	mcgovern	mcgovern	PROPN
cana-3052	323	31	,	,	PUNCT
cana-3052	323	32	e.	e.	PROPN
cana-3052	323	33	tousset	tousset	PROPN
cana-3052	323	34	,	,	PUNCT
cana-3052	323	35	t.	t.	PROPN
cana-3052	323	36	gauthier	gauthier	PROPN
cana-3052	323	37	,	,	PUNCT
cana-3052	323	38	and	and	CCONJ
cana-3052	323	39	l.	l.	PROPN
cana-3052	323	40	warmerdam	warmerdam	PROPN
cana-3052	323	41	,	,	PUNCT
cana-3052	323	42	“	"	PUNCT
cana-3052	323	43	ict4depression	ict4depression	NOUN
cana-3052	323	44	:	:	PUNCT
cana-3052	323	45	service	service	NOUN
cana-3052	323	46	-	-	PUNCT
cana-3052	323	47	oriented	orient	VERB
cana-3052	323	48	architecture	architecture	NOUN
cana-3052	323	49	applied	apply	VERB
cana-3052	323	50	to	to	ADP
cana-3052	323	51	the	the	DET
cana-3052	323	52	treatment	treatment	NOUN
cana-3052	323	53	of	of	ADP
cana-3052	323	54	depression	depression	NOUN
cana-3052	323	55	,	,	PUNCT
cana-3052	323	56	”	"	PUNCT
cana-3052	323	57	in	in	ADP
cana-3052	323	58	2012	2012	NUM
cana-3052	323	59	25th	25th	NOUN
cana-3052	323	60	ieee	ieee	PROPN
cana-3052	323	61	international	international	ADJ
cana-3052	323	62	symposium	symposium	NOUN
cana-3052	323	63	on	on	ADP
cana-3052	323	64	computer	computer	NOUN
cana-3052	323	65	-	-	PUNCT
cana-3052	323	66	based	base	VERB
cana-3052	323	67	medical	medical	ADJ
cana-3052	323	68	systems	system	NOUN
cana-3052	323	69	(	(	PUNCT
cana-3052	323	70	cbms	cbms	PROPN
cana-3052	323	71	)	)	PUNCT
cana-3052	323	72	,	,	PUNCT
cana-3052	323	73	june	june	PROPN
cana-3052	323	74	2012	2012	NUM
cana-3052	323	75	,	,	PUNCT
cana-3052	323	76	pp	pp	ADV
cana-3052	323	77	.	.	PUNCT
cana-3052	324	1	1–6	1–6	X
cana-3052	324	2	.	.	PUNCT
cana-3052	325	1	[	[	X
cana-3052	325	2	19	19	NUM
cana-3052	325	3	]	]	X
cana-3052	325	4	f.	f.	PROPN
cana-3052	325	5	e.	e.	PROPN
cana-3052	325	6	m.	m.	PROPN
cana-3052	325	7	de	de	PROPN
cana-3052	325	8	alva	alva	PROPN
cana-3052	325	9	,	,	PUNCT
cana-3052	325	10	g.	g.	PROPN
cana-3052	325	11	wadley	wadley	PROPN
cana-3052	325	12	,	,	PUNCT
cana-3052	325	13	and	and	CCONJ
cana-3052	325	14	r.	r.	PROPN
cana-3052	325	15	lederman	lederman	PROPN
cana-3052	325	16	,	,	PUNCT
cana-3052	325	17	“	"	PUNCT
cana-3052	325	18	it	it	PRON
cana-3052	325	19	feels	feel	VERB
cana-3052	325	20	different	different	ADJ
cana-3052	325	21	from	from	ADP
cana-3052	325	22	real	real	ADJ
cana-3052	325	23	life	life	NOUN
cana-3052	325	24	:	:	PUNCT
cana-3052	325	25	users	user	NOUN
cana-3052	325	26	’	'	PUNCT
cana-3052	325	27	opinions	opinion	NOUN
cana-3052	325	28	of	of	ADP
cana-3052	325	29	mobile	mobile	ADJ
cana-3052	325	30	applications	application	NOUN
cana-3052	325	31	for	for	ADP
cana-3052	325	32	mental	mental	ADJ
cana-3052	325	33	health	health	NOUN
cana-3052	325	34	,	,	PUNCT
cana-3052	325	35	”	"	PUNCT
cana-3052	325	36	in	in	ADP
cana-3052	325	37	proceedings	proceeding	NOUN
cana-3052	325	38	of	of	ADP
cana-3052	325	39	the	the	DET
cana-3052	325	40	annual	annual	ADJ
cana-3052	325	41	meeting	meeting	NOUN
cana-3052	325	42	of	of	ADP
cana-3052	325	43	the	the	DET
cana-3052	325	44	australian	australian	ADJ
cana-3052	325	45	special	special	ADJ
cana-3052	325	46	interest	interest	NOUN
cana-3052	325	47	group	group	NOUN
cana-3052	325	48	for	for	ADP
cana-3052	325	49	computer	computer	NOUN
cana-3052	325	50	-	-	PUNCT
cana-3052	325	51	human	human	NOUN
cana-3052	325	52	interaction	interaction	NOUN
cana-3052	325	53	,	,	PUNCT
cana-3052	325	54	ser	ser	PROPN
cana-3052	326	1	.	.	PUNCT
cana-3052	326	2	ozchi	ozchi	PROPN
cana-3052	326	3	’	'	PUNCT
cana-3052	326	4	15	15	NUM
cana-3052	326	5	.	.	PUNCT
cana-3052	327	1	new	new	PROPN
cana-3052	327	2	york	york	PROPN
cana-3052	327	3	,	,	PUNCT
cana-3052	327	4	ny	ny	PROPN
cana-3052	327	5	,	,	PUNCT
cana-3052	327	6	usa	usa	PROPN
cana-3052	327	7	:	:	PUNCT
cana-3052	327	8	acm	acm	PROPN
cana-3052	327	9	,	,	PUNCT
cana-3052	327	10	2015	2015	NUM
cana-3052	327	11	,	,	PUNCT
cana-3052	327	12	pp	pp	ADV
cana-3052	327	13	.	.	PUNCT
cana-3052	328	1	598–602	598–602	NUM
cana-3052	328	2	.	.	PUNCT
cana-3052	329	1	[	[	X
cana-3052	329	2	20	20	NUM
cana-3052	329	3	]	]	X
cana-3052	329	4	gilbert	gilbert	PROPN
cana-3052	329	5	,	,	PUNCT
cana-3052	329	6	e.	e.	PROPN
cana-3052	329	7	(	(	PUNCT
cana-3052	329	8	2013	2013	NUM
cana-3052	329	9	)	)	PUNCT
cana-3052	329	10	.	.	PUNCT
cana-3052	330	1	widespread	widespread	ADJ
cana-3052	330	2	underprovision	underprovision	NOUN
cana-3052	330	3	on	on	ADP
cana-3052	330	4	reddit	reddit	NOUN
cana-3052	330	5	.	.	PUNCT
cana-3052	331	1	proceedings	proceeding	NOUN
cana-3052	331	2	of	of	ADP
cana-3052	331	3	the	the	DET
cana-3052	331	4	2013	2013	NUM
cana-3052	331	5	conference	conference	NOUN
cana-3052	331	6	on	on	ADP
cana-3052	331	7	computersupported	computersupporte	VERB
cana-3052	331	8	cooperative	cooperative	ADJ
cana-3052	331	9	work	work	NOUN
cana-3052	331	10	,	,	PUNCT
cana-3052	331	11	acm	acm	PROPN
cana-3052	331	12	.	.	PUNCT
cana-3052	332	1	[	[	X
cana-3052	332	2	21	21	NUM
cana-3052	332	3	]	]	X
cana-3052	332	4	harrison	harrison	PROPN
cana-3052	332	5	,	,	PUNCT
cana-3052	332	6	v.	v.	PROPN
cana-3052	332	7	,	,	PUNCT
cana-3052	332	8	j.	j.	PROPN
cana-3052	332	9	proudfoot	proudfoot	PROPN
cana-3052	332	10	,	,	PUNCT
cana-3052	332	11	w.	w.	PROPN
cana-3052	332	12	e.	e.	PROPN
cana-3052	332	13	e.	e.	PROPN
cana-3052	332	14	pang	pang	PROPN
cana-3052	332	15	ping	ping	PROPN
cana-3052	332	16	,	,	PUNCT
cana-3052	332	17	g.	g.	PROPN
cana-3052	332	18	parker	parker	PROPN
cana-3052	332	19	,	,	PUNCT
cana-3052	332	20	d.	d.	PROPN
cana-3052	332	21	h.	h.	PROPN
cana-3052	332	22	pavlovic	pavlovic	PROPN
cana-3052	332	23	and	and	CCONJ
cana-3052	332	24	v.	v.	ADP
cana-3052	332	25	manicavasagar	manicavasagar	NOUN
cana-3052	332	26	(	(	PUNCT
cana-3052	332	27	2011	2011	NUM
cana-3052	332	28	)	)	PUNCT
cana-3052	332	29	.	.	PUNCT
cana-3052	333	1	"	"	PUNCT
cana-3052	333	2	mobile	mobile	ADJ
cana-3052	333	3	mental	mental	ADJ
cana-3052	333	4	health	health	NOUN
cana-3052	333	5	:	:	PUNCT
cana-3052	333	6	review	review	NOUN
cana-3052	333	7	of	of	ADP
cana-3052	333	8	the	the	DET
cana-3052	333	9	emerging	emerge	VERB
cana-3052	333	10	field	field	NOUN
cana-3052	333	11	and	and	CCONJ
cana-3052	333	12	proof	proof	NOUN
cana-3052	333	13	of	of	ADP
cana-3052	333	14	concept	concept	NOUN
cana-3052	333	15	study	study	NOUN
cana-3052	333	16	.	.	PUNCT
cana-3052	334	1	journal	journal	PROPN
cana-3052	334	2	of	of	ADP
cana-3052	334	3	mental	mental	ADJ
cana-3052	334	4	health	health	PROPN
cana-3052	334	5	20(6	20(6	NOUN
cana-3052	334	6	):	):	PUNCT
cana-3052	334	7	509	509	NUM
cana-3052	334	8	-	-	SYM
cana-3052	334	9	524	524	NUM
cana-3052	334	10	.	.	PUNCT
cana-3052	335	1	[	[	X
cana-3052	335	2	22	22	NUM
cana-3052	335	3	]	]	X
cana-3052	335	4	hayes	hayes	PROPN
cana-3052	335	5	,	,	PUNCT
cana-3052	335	6	s.	s.	PROPN
cana-3052	335	7	c.	c.	PROPN
cana-3052	335	8	,	,	PUNCT
cana-3052	335	9	m.	m.	PROPN
cana-3052	335	10	e.	e.	PROPN
cana-3052	335	11	levin	levin	PROPN
cana-3052	335	12	,	,	PUNCT
cana-3052	335	13	j.	j.	PROPN
cana-3052	335	14	plumb	plumb	PROPN
cana-3052	335	15	-	-	PUNCT
cana-3052	335	16	vilardaga	vilardaga	NOUN
cana-3052	335	17	,	,	PUNCT
cana-3052	335	18	j.	j.	PROPN
cana-3052	335	19	l.	l.	PROPN
cana-3052	335	20	villatte	villatte	PROPN
cana-3052	335	21	and	and	CCONJ
cana-3052	335	22	j.	j.	PROPN
cana-3052	335	23	pistorello	pistorello	PROPN
cana-3052	335	24	(	(	PUNCT
cana-3052	335	25	2013	2013	NUM
cana-3052	335	26	)	)	PUNCT
cana-3052	335	27	.	.	PUNCT
cana-3052	336	1	acceptance	acceptance	NOUN
cana-3052	336	2	and	and	CCONJ
cana-3052	336	3	commitment	commitment	NOUN
cana-3052	336	4	therapy	therapy	NOUN
cana-3052	336	5	and	and	CCONJ
cana-3052	336	6	contextual	contextual	ADJ
cana-3052	336	7	behavioral	behavioral	ADJ
cana-3052	336	8	science	science	NOUN
cana-3052	336	9	:	:	PUNCT
cana-3052	336	10	examining	examine	VERB
cana-3052	336	11	the	the	DET
cana-3052	336	12	progress	progress	NOUN
cana-3052	336	13	of	of	ADP
cana-3052	336	14	a	a	DET
cana-3052	336	15	distinctive	distinctive	ADJ
cana-3052	336	16	model	model	NOUN
cana-3052	336	17	of	of	ADP
cana-3052	336	18	behavioral	behavioral	ADJ
cana-3052	336	19	and	and	CCONJ
cana-3052	336	20	cognitive	cognitive	ADJ
cana-3052	336	21	therapy	therapy	NOUN
cana-3052	336	22	.	.	PUNCT
cana-3052	337	1	behavior	behavior	NOUN
cana-3052	337	2	therapy	therapy	NOUN
cana-3052	337	3	44(2	44(2	NOUN
cana-3052	337	4	):	):	PUNCT
cana-3052	337	5	180	180	NUM
cana-3052	337	6	-	-	SYM
cana-3052	337	7	198	198	NUM
cana-3052	337	8	.	.	PUNCT
cana-3052	338	1	[	[	X
cana-3052	338	2	23	23	NUM
cana-3052	338	3	]	]	X
cana-3052	338	4	hoon	hoon	NOUN
cana-3052	338	5	,	,	PUNCT
cana-3052	338	6	l.	l.	PROPN
cana-3052	338	7	,	,	PUNCT
cana-3052	338	8	r.	r.	PROPN
cana-3052	338	9	vasa	vasa	PROPN
cana-3052	338	10	,	,	PUNCT
cana-3052	338	11	g.	g.	PROPN
cana-3052	338	12	y.	y.	PROPN
cana-3052	338	13	martino	martino	PROPN
cana-3052	338	14	,	,	PUNCT
cana-3052	338	15	j.-g	j.-g	PROPN
cana-3052	338	16	.	.	PUNCT
cana-3052	339	1	schneider	schneider	PROPN
cana-3052	339	2	and	and	CCONJ
cana-3052	339	3	k.	k.	PROPN
cana-3052	339	4	mouzakis	mouzakis	PROPN
cana-3052	339	5	(	(	PUNCT
cana-3052	339	6	2013	2013	NUM
cana-3052	339	7	)	)	PUNCT
cana-3052	339	8	.	.	PUNCT
cana-3052	340	1	awesome	awesome	ADJ
cana-3052	340	2	!	!	PUNCT
cana-3052	341	1	conveying	convey	VERB
cana-3052	341	2	satisfaction	satisfaction	NOUN
cana-3052	341	3	on	on	ADP
cana-3052	341	4	the	the	DET
cana-3052	341	5	app	app	NOUN
cana-3052	341	6	store	store	NOUN
cana-3052	341	7	.	.	PUNCT
cana-3052	342	1	proceedings	proceeding	NOUN
cana-3052	342	2	of	of	ADP
cana-3052	342	3	the	the	DET
cana-3052	342	4	25th	25th	ADJ
cana-3052	342	5	australian	australian	ADJ
cana-3052	342	6	computer	computer	NOUN
cana-3052	342	7	-	-	PUNCT
cana-3052	342	8	human	human	NOUN
cana-3052	342	9	interaction	interaction	NOUN
cana-3052	342	10	conference	conference	NOUN
cana-3052	342	11	:	:	PUNCT
cana-3052	342	12	augmentation	augmentation	NOUN
cana-3052	342	13	,	,	PUNCT
cana-3052	342	14	application	application	NOUN
cana-3052	342	15	,	,	PUNCT
cana-3052	342	16	innovation	innovation	NOUN
cana-3052	342	17	,	,	PUNCT
cana-3052	342	18	collaboration	collaboration	NOUN
cana-3052	342	19	,	,	PUNCT
cana-3052	342	20	acm	acm	PROPN
cana-3052	342	21	.	.	PUNCT
cana-3052	343	1	[	[	X
cana-3052	343	2	24	24	NUM
cana-3052	343	3	]	]	X
cana-3052	343	4	whittaker	whittaker	PROPN
cana-3052	343	5	,	,	PUNCT
cana-3052	343	6	r.	r.	PROPN
cana-3052	343	7	,	,	PUNCT
cana-3052	343	8	s.	s.	PROPN
cana-3052	343	9	merry	merry	PROPN
cana-3052	343	10	,	,	PUNCT
cana-3052	343	11	k.	k.	PROPN
cana-3052	343	12	stasiak	stasiak	PROPN
cana-3052	343	13	,	,	PUNCT
cana-3052	343	14	h.	h.	PROPN
cana-3052	343	15	mcdowell	mcdowell	PROPN
cana-3052	343	16	,	,	PUNCT
cana-3052	343	17	i.	i.	PROPN
cana-3052	343	18	doherty	doherty	PROPN
cana-3052	343	19	,	,	PUNCT
cana-3052	343	20	m.	m.	NOUN
cana-3052	343	21	shepherd	shepherd	NOUN
cana-3052	343	22	,	,	PUNCT
cana-3052	343	23	e.	e.	PROPN
cana-3052	343	24	dorey	dorey	PROPN
cana-3052	343	25	,	,	PUNCT
cana-3052	343	26	v.	v.	ADP
cana-3052	343	27	parag	parag	PROPN
cana-3052	343	28	,	,	PUNCT
cana-3052	343	29	s.	s.	PROPN
cana-3052	343	30	ameratunga	ameratunga	PROPN
cana-3052	343	31	and	and	CCONJ
cana-3052	343	32	a.	a.	NOUN
cana-3052	343	33	rodgers	rodgers	PROPN
cana-3052	343	34	(	(	PUNCT
cana-3052	343	35	2011	2011	NUM
cana-3052	343	36	)	)	PUNCT
cana-3052	343	37	.	.	PUNCT
cana-3052	344	1	memo	memo	NOUN
cana-3052	344	2	--	--	PUNCT
cana-3052	344	3	a	a	DET
cana-3052	344	4	mobile	mobile	ADJ
cana-3052	344	5	phone	phone	NOUN
cana-3052	344	6	depression	depression	NOUN
cana-3052	344	7	prevention	prevention	NOUN
cana-3052	344	8	intervention	intervention	NOUN
cana-3052	344	9	for	for	ADP
cana-3052	344	10	adolescents	adolescent	NOUN
cana-3052	344	11	:	:	PUNCT
cana-3052	344	12	development	development	NOUN
cana-3052	344	13	process	process	NOUN
cana-3052	344	14	and	and	CCONJ
cana-3052	344	15	post	post	ADJ
cana-3052	344	16	-	-	ADJ
cana-3052	344	17	program	program	ADJ
cana-3052	344	18	findings	finding	NOUN
cana-3052	344	19	on	on	ADP
cana-3052	344	20	acceptability	acceptability	NOUN
cana-3052	344	21	from	from	ADP
cana-3052	344	22	a	a	DET
cana-3052	344	23	randomized	randomized	ADJ
cana-3052	344	24	controlled	control	VERB
cana-3052	344	25	trial	trial	NOUN
cana-3052	344	26	.	.	PUNCT
cana-3052	345	1	journal	journal	PROPN
cana-3052	345	2	of	of	ADP
cana-3052	345	3	medical	medical	ADJ
cana-3052	345	4	internet	internet	NOUN
cana-3052	345	5	research	research	NOUN
cana-3052	345	6	14(1	14(1	NUM
cana-3052	345	7	):	):	PUNCT
cana-3052	345	8	e13	e13	NOUN
cana-3052	345	9	-	-	PUNCT
cana-3052	345	10	e13	e13	NOUN
cana-3052	345	11	.	.	PUNCT
cana-3052	346	1	[	[	X
cana-3052	346	2	25	25	NUM
cana-3052	346	3	]	]	PUNCT
cana-3052	346	4	whitton	whitton	NOUN
cana-3052	346	5	,	,	PUNCT
cana-3052	346	6	a.	a.	PROPN
cana-3052	346	7	e.	e.	PROPN
cana-3052	346	8	,	,	PUNCT
cana-3052	346	9	j.	j.	PROPN
cana-3052	346	10	proudfoot	proudfoot	PROPN
cana-3052	346	11	,	,	PUNCT
cana-3052	346	12	j.	j.	PROPN
cana-3052	346	13	clarke	clarke	PROPN
cana-3052	346	14	,	,	PUNCT
cana-3052	346	15	m.-r	m.-r	PROPN
cana-3052	346	16	.	.	PUNCT
cana-3052	347	1	birch	birch	PROPN
cana-3052	347	2	,	,	PUNCT
cana-3052	347	3	g.	g.	PROPN
cana-3052	347	4	parker	parker	PROPN
cana-3052	347	5	,	,	PUNCT
cana-3052	347	6	v.	v.	ADP
cana-3052	347	7	manicavasagar	manicavasagar	NOUN
cana-3052	347	8	and	and	CCONJ
cana-3052	347	9	d.	d.	PROPN
cana-3052	347	10	hadzi	hadzi	PROPN
cana-3052	347	11	-	-	PUNCT
cana-3052	347	12	pavlovic	pavlovic	ADJ
cana-3052	347	13	(	(	PUNCT
cana-3052	347	14	2015	2015	NUM
cana-3052	347	15	)	)	PUNCT
cana-3052	347	16	.	.	PUNCT
cana-3052	348	1	breaking	break	VERB
cana-3052	348	2	open	open	ADJ
cana-3052	348	3	the	the	DET
cana-3052	348	4	black	black	ADJ
cana-3052	348	5	box	box	NOUN
cana-3052	348	6	:	:	PUNCT
cana-3052	348	7	isolating	isolate	VERB
cana-3052	348	8	the	the	DET
cana-3052	348	9	most	most	ADV
cana-3052	348	10	potent	potent	ADJ
cana-3052	348	11	features	feature	NOUN
cana-3052	348	12	of	of	ADP
cana-3052	348	13	a	a	DET
cana-3052	348	14	web	web	NOUN
cana-3052	348	15	and	and	CCONJ
cana-3052	348	16	mobile	mobile	ADJ
cana-3052	348	17	phone	phone	NOUN
cana-3052	348	18	-	-	PUNCT
cana-3052	348	19	based	base	VERB
cana-3052	348	20	intervention	intervention	NOUN
cana-3052	348	21	for	for	ADP
cana-3052	348	22	depression	depression	NOUN
cana-3052	348	23	,	,	PUNCT
cana-3052	348	24	anxiety	anxiety	NOUN
cana-3052	348	25	,	,	PUNCT
cana-3052	348	26	and	and	CCONJ
cana-3052	348	27	stress	stress	NOUN
cana-3052	348	28	.	.	PUNCT
cana-3052	349	1	jmir	jmir	PROPN
cana-3052	349	2	mental	mental	PROPN
cana-3052	349	3	health	health	PROPN
cana-3052	349	4	2(1	2(1	NUM
cana-3052	349	5	):	):	PUNCT
cana-3052	349	6	e3	e3	NOUN
cana-3052	349	7	.	.	PUNCT
cana-3052	350	1	[	[	X
cana-3052	350	2	26	26	NUM
cana-3052	350	3	]	]	X
cana-3052	350	4	lampos	lampos	NOUN
cana-3052	350	5	,	,	PUNCT
cana-3052	350	6	v.	v.	CCONJ
cana-3052	350	7	;	;	PUNCT
cana-3052	350	8	de	de	X
cana-3052	350	9	bie	bie	PROPN
cana-3052	350	10	,	,	PUNCT
cana-3052	350	11	t.	t.	PROPN
cana-3052	350	12	;	;	PUNCT
cana-3052	350	13	cristianini	cristianini	PROPN
cana-3052	350	14	,	,	PUNCT
cana-3052	350	15	n.	n.	PROPN
cana-3052	350	16	flu	flu	NOUN
cana-3052	350	17	detector	detector	NOUN
cana-3052	350	18	-	-	PUNCT
cana-3052	350	19	tracking	track	VERB
cana-3052	350	20	epidemics	epidemic	NOUN
cana-3052	350	21	on	on	ADP
cana-3052	350	22	twitter	twitter	NOUN
cana-3052	350	23	.	.	PUNCT
cana-3052	351	1	in	in	ADP
cana-3052	351	2	proceedings	proceeding	NOUN
cana-3052	351	3	of	of	ADP
cana-3052	351	4	the	the	DET
cana-3052	351	5	joint	joint	ADJ
cana-3052	351	6	european	european	ADJ
cana-3052	351	7	conference	conference	NOUN
cana-3052	351	8	on	on	ADP
cana-3052	351	9	machine	machine	NOUN
cana-3052	351	10	learning	learning	NOUN
cana-3052	351	11	and	and	CCONJ
cana-3052	351	12	knowledge	knowledge	NOUN
cana-3052	351	13	discovery	discovery	NOUN
cana-3052	351	14	in	in	ADP
cana-3052	351	15	databases	database	NOUN
cana-3052	351	16	,	,	PUNCT
cana-3052	351	17	barcelona	barcelona	PROPN
cana-3052	351	18	,	,	PUNCT
cana-3052	351	19	spain	spain	PROPN
cana-3052	351	20	,	,	PUNCT
cana-3052	351	21	20–24	20–24	PROPN
cana-3052	351	22	september	september	PROPN
cana-3052	351	23	2010	2010	NUM
cana-3052	351	24	;	;	PUNCT
cana-3052	351	25	pp	pp	ADP
cana-3052	351	26	.	.	PUNCT
cana-3052	352	1	599–602	599–602	NUM
cana-3052	352	2	.	.	PUNCT
cana-3052	353	1	[	[	X
cana-3052	353	2	27	27	NUM
cana-3052	353	3	]	]	X
cana-3052	353	4	gollust	gollust	PROPN
cana-3052	353	5	,	,	PUNCT
cana-3052	353	6	s.e	s.e	PROPN
cana-3052	353	7	.	.	PROPN
cana-3052	353	8	;	;	PUNCT
cana-3052	353	9	qin	qin	PROPN
cana-3052	353	10	,	,	PUNCT
cana-3052	353	11	x.	x.	PROPN
cana-3052	353	12	;	;	PUNCT
cana-3052	353	13	wilcock	wilcock	PROPN
cana-3052	353	14	,	,	PUNCT
cana-3052	353	15	a.d	a.d	PROPN
cana-3052	353	16	.	.	PROPN
cana-3052	353	17	;	;	PUNCT
cana-3052	353	18	baum	baum	PROPN
cana-3052	353	19	,	,	PUNCT
cana-3052	353	20	l.m	l.m	PROPN
cana-3052	353	21	.	.	PROPN
cana-3052	353	22	;	;	PUNCT
cana-3052	353	23	barry	barry	PROPN
cana-3052	353	24	,	,	PUNCT
cana-3052	353	25	c.l	c.l	PROPN
cana-3052	353	26	.	.	PROPN
cana-3052	353	27	;	;	PUNCT
cana-3052	353	28	niederdeppe	niederdeppe	PROPN
cana-3052	353	29	,	,	PUNCT
cana-3052	353	30	j.	j.	PROPN
cana-3052	353	31	;	;	PUNCT
cana-3052	353	32	fowler	fowler	PROPN
cana-3052	353	33	,	,	PUNCT
cana-3052	353	34	e.f	e.f	PROPN
cana-3052	353	35	.	.	PROPN
cana-3052	353	36	;	;	PUNCT
cana-3052	353	37	karaca	karaca	PROPN
cana-3052	353	38	-	-	PUNCT
cana-3052	353	39	mandic	mandic	PROPN
cana-3052	353	40	,	,	PUNCT
cana-3052	353	41	p.	p.	NOUN
cana-3052	353	42	search	search	NOUN
cana-3052	353	43	and	and	CCONJ
cana-3052	353	44	you	you	PRON
cana-3052	353	45	shall	shall	AUX
cana-3052	353	46	find	find	VERB
cana-3052	353	47	:	:	PUNCT
cana-3052	353	48	geographic	geographic	ADJ
cana-3052	353	49	characteristics	characteristic	NOUN
cana-3052	353	50	associated	associate	VERB
cana-3052	353	51	with	with	ADP
cana-3052	353	52	google	google	PROPN
cana-3052	353	53	searches	search	NOUN
cana-3052	353	54	during	during	ADP
cana-3052	353	55	the	the	DET
cana-3052	353	56	affordable	affordable	ADJ
cana-3052	353	57	care	care	PROPN
cana-3052	353	58	act	act	PROPN
cana-3052	353	59	’s	’s	PART
cana-3052	353	60	first	first	ADJ
cana-3052	353	61	enrollment	enrollment	NOUN
cana-3052	353	62	period	period	NOUN
cana-3052	353	63	.	.	PUNCT
cana-3052	354	1	med	med	PROPN
cana-3052	354	2	.	.	PUNCT
cana-3052	354	3	care	care	NOUN
cana-3052	354	4	res	re	NOUN
cana-3052	354	5	.	.	PUNCT
cana-3052	354	6	rev	rev	PROPN
cana-3052	354	7	.	.	PROPN
cana-3052	354	8	2016	2016	NUM
cana-3052	354	9	.	.	PUNCT
cana-3052	355	1	[	[	X
cana-3052	355	2	28	28	NUM
cana-3052	355	3	]	]	X
cana-3052	355	4	hill	hill	PROPN
cana-3052	355	5	,	,	PUNCT
cana-3052	355	6	f.	f.	PROPN
cana-3052	355	7	;	;	PUNCT
cana-3052	355	8	cho	cho	PROPN
cana-3052	355	9	,	,	PUNCT
cana-3052	355	10	k.	k.	PROPN
cana-3052	355	11	;	;	PUNCT
cana-3052	355	12	korhonen	korhonen	PROPN
cana-3052	355	13	,	,	PUNCT
cana-3052	355	14	a.	a.	NOUN
cana-3052	355	15	learning	learning	NOUN
cana-3052	355	16	distributed	distribute	VERB
cana-3052	355	17	representations	representation	NOUN
cana-3052	355	18	of	of	ADP
cana-3052	355	19	sentences	sentence	NOUN
cana-3052	355	20	from	from	ADP
cana-3052	355	21	unlabelled	unlabelled	ADJ
cana-3052	355	22	data	datum	NOUN
cana-3052	355	23	.	.	PUNCT
cana-3052	356	1	arxiv	arxiv	PROPN
cana-3052	356	2	2016	2016	NUM
cana-3052	356	3	,	,	PUNCT
cana-3052	356	4	arxiv:160203483	arxiv:160203483	X
cana-3052	356	5	.	.	PUNCT
cana-3052	357	1	[	[	X
cana-3052	357	2	29	29	NUM
cana-3052	357	3	]	]	SYM
cana-3052	357	4	le	le	X
cana-3052	357	5	,	,	PUNCT
cana-3052	357	6	q.	q.	PROPN
cana-3052	357	7	;	;	PUNCT
cana-3052	357	8	mikolov	mikolov	ADJ
cana-3052	357	9	,	,	PUNCT
cana-3052	357	10	t.	t.	NOUN
cana-3052	357	11	distributed	distribute	VERB
cana-3052	357	12	representations	representation	NOUN
cana-3052	357	13	of	of	ADP
cana-3052	357	14	sentences	sentence	NOUN
cana-3052	357	15	and	and	CCONJ
cana-3052	357	16	documents	document	NOUN
cana-3052	357	17	.	.	PUNCT
cana-3052	358	1	in	in	ADP
cana-3052	358	2	proceedings	proceeding	NOUN
cana-3052	358	3	of	of	ADP
cana-3052	358	4	the	the	DET
cana-3052	358	5	31st	31st	ADJ
cana-3052	358	6	international	international	ADJ
cana-3052	358	7	conference	conference	NOUN
cana-3052	358	8	on	on	ADP
cana-3052	358	9	machine	machine	NOUN
cana-3052	358	10	learning	learning	NOUN
cana-3052	358	11	(	(	PUNCT
cana-3052	358	12	icml-14	icml-14	PROPN
cana-3052	358	13	)	)	PUNCT
cana-3052	358	14	,	,	PUNCT
cana-3052	358	15	bejing	bejing	PROPN
cana-3052	358	16	,	,	PUNCT
cana-3052	358	17	china	china	PROPN
cana-3052	358	18	,	,	PUNCT
cana-3052	358	19	22–24	22–24	NUM
cana-3052	358	20	june	june	PROPN
cana-3052	358	21	2014	2014	NUM
cana-3052	358	22	.	.	PUNCT
cana-3052	359	1	[	[	X
cana-3052	359	2	30	30	NUM
cana-3052	359	3	]	]	X
cana-3052	359	4	wong	wong	PROPN
cana-3052	359	5	,	,	PUNCT
cana-3052	359	6	c.a	c.a	PROPN
cana-3052	359	7	.	.	PROPN
cana-3052	359	8	;	;	PUNCT
cana-3052	359	9	polsky	polsky	PROPN
cana-3052	359	10	,	,	PUNCT
cana-3052	359	11	d.e	d.e	PROPN
cana-3052	359	12	.	.	PROPN
cana-3052	359	13	;	;	PUNCT
cana-3052	359	14	jones	jones	PROPN
cana-3052	359	15	,	,	PUNCT
cana-3052	359	16	a.t	a.t	PROPN
cana-3052	359	17	.	.	PROPN
cana-3052	359	18	;	;	PUNCT
cana-3052	359	19	weiner	weiner	NOUN
cana-3052	359	20	,	,	PUNCT
cana-3052	359	21	j.	j.	PROPN
cana-3052	359	22	;	;	PUNCT
cana-3052	359	23	town	town	NOUN
cana-3052	359	24	,	,	PUNCT
cana-3052	359	25	r.j	r.j	PROPN
cana-3052	359	26	.	.	PROPN
cana-3052	359	27	;	;	PUNCT
cana-3052	359	28	baker	baker	PROPN
cana-3052	359	29	,	,	PUNCT
cana-3052	359	30	t.	t.	PROPN
cana-3052	359	31	for	for	ADP
cana-3052	359	32	the	the	DET
cana-3052	359	33	third	third	ADJ
cana-3052	359	34	enrollment	enrollment	NOUN
cana-3052	359	35	period	period	NOUN
cana-3052	359	36	,	,	PUNCT
cana-3052	359	37	marketplaces	marketplace	NOUN
cana-3052	359	38	expand	expand	VERB
cana-3052	359	39	decision	decision	NOUN
cana-3052	359	40	support	support	NOUN
cana-3052	359	41	tools	tool	NOUN
cana-3052	359	42	to	to	PART
cana-3052	359	43	assist	assist	VERB
cana-3052	359	44	consumers	consumer	NOUN
cana-3052	359	45	.	.	PUNCT
cana-3052	360	1	health	health	PROPN
cana-3052	360	2	aff	aff	PROPN
cana-3052	360	3	.	.	PROPN
cana-3052	361	1	2016	2016	NUM
cana-3052	361	2	,	,	PUNCT
cana-3052	361	3	35	35	NUM
cana-3052	361	4	,	,	PUNCT
cana-3052	361	5	680–687	680–687	NUM
cana-3052	361	6	.	.	PUNCT