id	sid	tid	token	lemma	pos
fsr-4002	1	1	financial	financial	PROPN
fsr-4002	1	2	services	service	NOUN
fsr-4002	1	3	review	review	NOUN
fsr-4002	1	4	,	,	PUNCT
fsr-4002	1	5	33(2	33(2	NUM
fsr-4002	1	6	)	)	PUNCT
fsr-4002	1	7	36	36	NUM
fsr-4002	1	8	exploring	explore	VERB
fsr-4002	1	9	the	the	DET
fsr-4002	1	10	effect	effect	NOUN
fsr-4002	1	11	of	of	ADP
fsr-4002	1	12	federal	federal	ADJ
fsr-4002	1	13	student	student	NOUN
fsr-4002	1	14	loan	loan	NOUN
fsr-4002	1	15	payment	payment	NOUN
fsr-4002	1	16	resumption	resumption	NOUN
fsr-4002	1	17	on	on	ADP
fsr-4002	1	18	borrowers	borrower	NOUN
fsr-4002	1	19	through	through	ADP
fsr-4002	1	20	sentiment	sentiment	NOUN
fsr-4002	1	21	and	and	CCONJ
fsr-4002	1	22	textual	textual	ADJ
fsr-4002	1	23	analysis	analysis	NOUN
fsr-4002	1	24	using	use	VERB
fsr-4002	1	25	x	x	PROPN
fsr-4002	1	26	jason	jason	PROPN
fsr-4002	1	27	n.	n.	PROPN
fsr-4002	1	28	anderson,1	anderson,1	NOUN
fsr-4002	1	29	donovan	donovan	PROPN
fsr-4002	1	30	sanchez,2	sanchez,2	PROPN
fsr-4002	1	31	juan	juan	PROPN
fsr-4002	1	32	e.	e.	PROPN
fsr-4002	1	33	gallardo,3	gallardo,3	PROPN
fsr-4002	1	34	derek	derek	PROPN
fsr-4002	1	35	lawson,4	lawson,4	NOUN
fsr-4002	1	36	and	and	CCONJ
fsr-4002	1	37	congrong	congrong	ADJ
fsr-4002	1	38	ouyang5	ouyang5	NOUN
fsr-4002	1	39	abstract	abstract	ADJ
fsr-4002	1	40	student	student	NOUN
fsr-4002	1	41	loans	loan	NOUN
fsr-4002	1	42	have	have	AUX
fsr-4002	1	43	taken	take	VERB
fsr-4002	1	44	on	on	ADP
fsr-4002	1	45	an	an	DET
fsr-4002	1	46	increasingly	increasingly	ADV
fsr-4002	1	47	significant	significant	ADJ
fsr-4002	1	48	role	role	NOUN
fsr-4002	1	49	in	in	ADP
fsr-4002	1	50	funding	fund	VERB
fsr-4002	1	51	the	the	DET
fsr-4002	1	52	higher	high	ADJ
fsr-4002	1	53	education	education	NOUN
fsr-4002	1	54	experience	experience	NOUN
fsr-4002	1	55	and	and	CCONJ
fsr-4002	1	56	payments	payment	NOUN
fsr-4002	1	57	toward	toward	ADP
fsr-4002	1	58	student	student	NOUN
fsr-4002	1	59	loan	loan	NOUN
fsr-4002	1	60	debt	debt	NOUN
fsr-4002	1	61	have	have	AUX
fsr-4002	1	62	become	become	VERB
fsr-4002	1	63	an	an	DET
fsr-4002	1	64	important	important	ADJ
fsr-4002	1	65	part	part	NOUN
fsr-4002	1	66	of	of	ADP
fsr-4002	1	67	many	many	ADJ
fsr-4002	1	68	borrowers	borrower	NOUN
fsr-4002	1	69	’	'	PUNCT
fsr-4002	1	70	overall	overall	ADJ
fsr-4002	1	71	financial	financial	ADJ
fsr-4002	1	72	plan	plan	NOUN
fsr-4002	1	73	.	.	PUNCT
fsr-4002	2	1	using	use	VERB
fsr-4002	2	2	brandwatch	brandwatch	NOUN
fsr-4002	2	3	,	,	PUNCT
fsr-4002	2	4	this	this	DET
fsr-4002	2	5	study	study	NOUN
fsr-4002	2	6	analyzes	analyze	VERB
fsr-4002	2	7	x	x	VERB
fsr-4002	2	8	data	datum	NOUN
fsr-4002	2	9	to	to	PART
fsr-4002	2	10	better	well	ADV
fsr-4002	2	11	understand	understand	VERB
fsr-4002	2	12	student	student	NOUN
fsr-4002	2	13	loan	loan	NOUN
fsr-4002	2	14	borrower	borrower	NOUN
fsr-4002	2	15	sentiment	sentiment	NOUN
fsr-4002	2	16	during	during	ADP
fsr-4002	2	17	the	the	DET
fsr-4002	2	18	resumption	resumption	NOUN
fsr-4002	2	19	of	of	ADP
fsr-4002	2	20	federal	federal	ADJ
fsr-4002	2	21	student	student	NOUN
fsr-4002	2	22	loan	loan	NOUN
fsr-4002	2	23	payments	payment	NOUN
fsr-4002	2	24	in	in	ADP
fsr-4002	2	25	october	october	PROPN
fsr-4002	2	26	2023	2023	NUM
fsr-4002	2	27	.	.	PUNCT
fsr-4002	3	1	during	during	ADP
fsr-4002	3	2	the	the	DET
fsr-4002	3	3	period	period	NOUN
fsr-4002	3	4	studied	study	VERB
fsr-4002	3	5	,	,	PUNCT
fsr-4002	3	6	negative	negative	ADJ
fsr-4002	3	7	references	reference	NOUN
fsr-4002	3	8	to	to	ADP
fsr-4002	3	9	student	student	NOUN
fsr-4002	3	10	loans	loan	NOUN
fsr-4002	3	11	on	on	ADP
fsr-4002	3	12	the	the	DET
fsr-4002	3	13	platform	platform	NOUN
fsr-4002	3	14	overtook	overtake	VERB
fsr-4002	3	15	positive	positive	ADJ
fsr-4002	3	16	sentiment	sentiment	NOUN
fsr-4002	3	17	overwhelmingly	overwhelmingly	ADV
fsr-4002	3	18	(	(	PUNCT
fsr-4002	3	19	46	46	NUM
fsr-4002	3	20	%	%	NOUN
fsr-4002	3	21	negative	negative	ADJ
fsr-4002	3	22	versus	versus	ADP
fsr-4002	3	23	1	1	NUM
fsr-4002	3	24	%	%	NOUN
fsr-4002	3	25	positive	positive	ADJ
fsr-4002	3	26	)	)	PUNCT
fsr-4002	3	27	.	.	PUNCT
fsr-4002	4	1	topics	topic	NOUN
fsr-4002	4	2	and	and	CCONJ
fsr-4002	4	3	phrases	phrase	NOUN
fsr-4002	4	4	labeled	label	VERB
fsr-4002	4	5	negative	negative	ADJ
fsr-4002	4	6	sentiment	sentiment	NOUN
fsr-4002	4	7	ranked	rank	VERB
fsr-4002	4	8	higher	higher	ADV
fsr-4002	4	9	in	in	ADP
fsr-4002	4	10	mentions	mention	NOUN
fsr-4002	4	11	than	than	ADP
fsr-4002	4	12	those	those	PRON
fsr-4002	4	13	with	with	ADP
fsr-4002	4	14	positive	positive	ADJ
fsr-4002	4	15	or	or	CCONJ
fsr-4002	4	16	neutral	neutral	ADJ
fsr-4002	4	17	sentiment	sentiment	NOUN
fsr-4002	4	18	in	in	ADP
fsr-4002	4	19	their	their	PRON
fsr-4002	4	20	respective	respective	ADJ
fsr-4002	4	21	categories	category	NOUN
fsr-4002	4	22	.	.	PUNCT
fsr-4002	5	1	the	the	DET
fsr-4002	5	2	findings	finding	NOUN
fsr-4002	5	3	highlight	highlight	VERB
fsr-4002	5	4	the	the	DET
fsr-4002	5	5	need	need	NOUN
fsr-4002	5	6	for	for	SCONJ
fsr-4002	5	7	financial	financial	ADJ
fsr-4002	5	8	planners	planner	NOUN
fsr-4002	5	9	to	to	PART
fsr-4002	5	10	provide	provide	VERB
fsr-4002	5	11	appropriate	appropriate	ADJ
fsr-4002	5	12	mental	mental	ADJ
fsr-4002	5	13	health	health	NOUN
fsr-4002	5	14	resources	resource	NOUN
fsr-4002	5	15	to	to	PART
fsr-4002	5	16	help	help	VERB
fsr-4002	5	17	borrowers	borrower	NOUN
fsr-4002	5	18	manage	manage	VERB
fsr-4002	5	19	negative	negative	ADJ
fsr-4002	5	20	feelings	feeling	NOUN
fsr-4002	5	21	surrounding	surround	VERB
fsr-4002	5	22	the	the	DET
fsr-4002	5	23	federal	federal	ADJ
fsr-4002	5	24	student	student	NOUN
fsr-4002	5	25	loan	loan	NOUN
fsr-4002	5	26	payment	payment	NOUN
fsr-4002	5	27	restart	restart	NOUN
fsr-4002	5	28	.	.	PUNCT
fsr-4002	6	1	creative	creative	ADJ
fsr-4002	6	2	commons	commons	PROPN
fsr-4002	6	3	license	license	NOUN
fsr-4002	6	4	this	this	DET
fsr-4002	6	5	work	work	NOUN
fsr-4002	6	6	is	be	AUX
fsr-4002	6	7	licensed	license	VERB
fsr-4002	6	8	under	under	ADP
fsr-4002	6	9	a	a	DET
fsr-4002	6	10	creative	creative	ADJ
fsr-4002	6	11	commons	common	NOUN
fsr-4002	6	12	attribution	attribution	NOUN
fsr-4002	6	13	-	-	PUNCT
fsr-4002	6	14	noncommercial	noncommercial	ADJ
fsr-4002	6	15	4.0	4.0	NUM
fsr-4002	6	16	license	license	NOUN
fsr-4002	6	17	recommended	recommend	VERB
fsr-4002	6	18	citation	citation	PROPN
fsr-4002	6	19	anderson	anderson	PROPN
fsr-4002	6	20	,	,	PUNCT
fsr-4002	6	21	j.	j.	PROPN
fsr-4002	6	22	,	,	PUNCT
fsr-4002	6	23	sanchez	sanchez	PROPN
fsr-4002	6	24	,	,	PUNCT
fsr-4002	6	25	d.	d.	PROPN
fsr-4002	6	26	,	,	PUNCT
fsr-4002	6	27	gallardo	gallardo	PROPN
fsr-4002	6	28	,	,	PUNCT
fsr-4002	6	29	j.	j.	PROPN
fsr-4002	6	30	,	,	PUNCT
fsr-4002	6	31	lawson	lawson	PROPN
fsr-4002	6	32	,	,	PUNCT
fsr-4002	6	33	d.	d.	PROPN
fsr-4002	6	34	,	,	PUNCT
fsr-4002	6	35	&	&	CCONJ
fsr-4002	6	36	ouyang	ouyang	PROPN
fsr-4002	6	37	,	,	PUNCT
fsr-4002	6	38	c.	c.	PROPN
fsr-4002	6	39	(	(	PUNCT
fsr-4002	6	40	2025	2025	NUM
fsr-4002	6	41	)	)	PUNCT
fsr-4002	6	42	.	.	PUNCT
fsr-4002	7	1	exploring	explore	VERB
fsr-4002	7	2	the	the	DET
fsr-4002	7	3	effect	effect	NOUN
fsr-4002	7	4	of	of	ADP
fsr-4002	7	5	federal	federal	ADJ
fsr-4002	7	6	student	student	NOUN
fsr-4002	7	7	loan	loan	NOUN
fsr-4002	7	8	payment	payment	NOUN
fsr-4002	7	9	resumption	resumption	NOUN
fsr-4002	7	10	on	on	ADP
fsr-4002	7	11	borrowers	borrower	NOUN
fsr-4002	7	12	through	through	ADP
fsr-4002	7	13	sentiment	sentiment	NOUN
fsr-4002	7	14	and	and	CCONJ
fsr-4002	7	15	textual	textual	ADJ
fsr-4002	7	16	analysis	analysis	NOUN
fsr-4002	7	17	using	use	VERB
fsr-4002	7	18	x.	x.	PROPN
fsr-4002	7	19	financial	financial	PROPN
fsr-4002	7	20	services	services	PROPN
fsr-4002	7	21	review	review	PROPN
fsr-4002	7	22	,	,	PUNCT
fsr-4002	7	23	33(2	33(2	NUM
fsr-4002	7	24	)	)	PUNCT
fsr-4002	7	25	,	,	PUNCT
fsr-4002	7	26	36	36	NUM
fsr-4002	7	27	-	-	SYM
fsr-4002	7	28	54	54	NUM
fsr-4002	7	29	.	.	PUNCT
fsr-4002	8	1	introduction	introduction	NOUN
fsr-4002	8	2	given	give	VERB
fsr-4002	8	3	the	the	DET
fsr-4002	8	4	increasing	increase	VERB
fsr-4002	8	5	costs	cost	NOUN
fsr-4002	8	6	of	of	ADP
fsr-4002	8	7	college	college	NOUN
fsr-4002	8	8	education	education	NOUN
fsr-4002	8	9	,	,	PUNCT
fsr-4002	8	10	many	many	ADJ
fsr-4002	8	11	college	college	NOUN
fsr-4002	8	12	attendees	attendee	NOUN
fsr-4002	8	13	rely	rely	VERB
fsr-4002	8	14	on	on	ADP
fsr-4002	8	15	student	student	NOUN
fsr-4002	8	16	loans	loan	NOUN
fsr-4002	8	17	to	to	PART
fsr-4002	8	18	complete	complete	VERB
fsr-4002	8	19	their	their	PRON
fsr-4002	8	20	degrees	degree	NOUN
fsr-4002	8	21	.	.	PUNCT
fsr-4002	9	1	according	accord	VERB
fsr-4002	9	2	to	to	ADP
fsr-4002	9	3	the	the	DET
fsr-4002	9	4	national	national	ADJ
fsr-4002	9	5	center	center	NOUN
fsr-4002	9	6	for	for	ADP
fsr-4002	9	7	education	education	NOUN
fsr-4002	9	8	statistics	statistic	NOUN
fsr-4002	9	9	(	(	PUNCT
fsr-4002	9	10	2023	2023	NUM
fsr-4002	9	11	)	)	PUNCT
fsr-4002	9	12	,	,	PUNCT
fsr-4002	9	13	the	the	DET
fsr-4002	9	14	average	average	ADJ
fsr-4002	9	15	total	total	ADJ
fsr-4002	9	16	cost	cost	NOUN
fsr-4002	9	17	for	for	ADP
fsr-4002	9	18	a	a	DET
fsr-4002	9	19	first	first	ADJ
fsr-4002	9	20	-	-	PUNCT
fsr-4002	9	21	time	time	NOUN
fsr-4002	9	22	,	,	PUNCT
fsr-4002	9	23	full	full	ADJ
fsr-4002	9	24	-	-	PUNCT
fsr-4002	9	25	time	time	NOUN
fsr-4002	9	26	undergraduate	undergraduate	NOUN
fsr-4002	9	27	student	student	NOUN
fsr-4002	9	28	living	live	VERB
fsr-4002	9	29	on	on	ADP
fsr-4002	9	30	campus	campus	NOUN
fsr-4002	9	31	at	at	ADP
fsr-4002	9	32	a	a	DET
fsr-4002	9	33	public	public	ADJ
fsr-4002	9	34	4	4	NUM
fsr-4002	9	35	-	-	PUNCT
fsr-4002	9	36	year	year	NOUN
fsr-4002	9	37	institution	institution	NOUN
fsr-4002	9	38	during	during	ADP
fsr-4002	9	39	the	the	DET
fsr-4002	9	40	2021	2021	NUM
fsr-4002	9	41	-	-	SYM
fsr-4002	9	42	2022	2022	NUM
fsr-4002	9	43	1	1	NUM
fsr-4002	9	44	corresponding	correspond	VERB
fsr-4002	9	45	author	author	NOUN
fsr-4002	9	46	(	(	PUNCT
fsr-4002	9	47	jasonanderson@ksu.edu	jasonanderson@ksu.edu	PROPN
fsr-4002	9	48	)	)	PUNCT
fsr-4002	9	49	.	.	PUNCT
fsr-4002	10	1	university	university	PROPN
fsr-4002	10	2	of	of	ADP
fsr-4002	10	3	kansas	kansas	PROPN
fsr-4002	10	4	,	,	PUNCT
fsr-4002	10	5	lawrence	lawrence	PROPN
fsr-4002	10	6	,	,	PUNCT
fsr-4002	10	7	kansas	kansas	PROPN
fsr-4002	10	8	,	,	PUNCT
fsr-4002	10	9	usa	usa	PROPN
fsr-4002	10	10	.	.	PROPN
fsr-4002	10	11	2	2	NUM
fsr-4002	10	12	kansas	kansas	PROPN
fsr-4002	10	13	state	state	PROPN
fsr-4002	10	14	university	university	PROPN
fsr-4002	10	15	,	,	PUNCT
fsr-4002	10	16	manhattan	manhattan	PROPN
fsr-4002	10	17	,	,	PUNCT
fsr-4002	10	18	kansas	kansas	PROPN
fsr-4002	10	19	,	,	PUNCT
fsr-4002	10	20	usa	usa	PROPN
fsr-4002	10	21	.	.	PROPN
fsr-4002	10	22	3	3	NUM
fsr-4002	10	23	kansas	kansas	PROPN
fsr-4002	10	24	state	state	PROPN
fsr-4002	10	25	university	university	PROPN
fsr-4002	10	26	,	,	PUNCT
fsr-4002	10	27	manhattan	manhattan	PROPN
fsr-4002	10	28	,	,	PUNCT
fsr-4002	10	29	kansas	kansas	PROPN
fsr-4002	10	30	,	,	PUNCT
fsr-4002	10	31	usa	usa	PROPN
fsr-4002	10	32	.	.	PROPN
fsr-4002	10	33	4	4	NUM
fsr-4002	10	34	kansas	kansas	PROPN
fsr-4002	10	35	state	state	PROPN
fsr-4002	10	36	university	university	PROPN
fsr-4002	10	37	,	,	PUNCT
fsr-4002	10	38	manhattan	manhattan	PROPN
fsr-4002	10	39	,	,	PUNCT
fsr-4002	10	40	kansas	kansas	PROPN
fsr-4002	10	41	,	,	PUNCT
fsr-4002	10	42	usa	usa	PROPN
fsr-4002	10	43	.	.	PROPN
fsr-4002	10	44	5	5	NUM
fsr-4002	10	45	kansas	kansas	PROPN
fsr-4002	10	46	state	state	PROPN
fsr-4002	10	47	university	university	PROPN
fsr-4002	10	48	,	,	PUNCT
fsr-4002	10	49	manhattan	manhattan	PROPN
fsr-4002	10	50	,	,	PUNCT
fsr-4002	10	51	kansas	kansas	PROPN
fsr-4002	10	52	,	,	PUNCT
fsr-4002	10	53	usa	usa	PROPN
fsr-4002	10	54	.	.	PROPN
fsr-4002	10	55	disclosure	disclosure	NOUN
fsr-4002	10	56	:	:	PUNCT
fsr-4002	10	57	we	we	PRON
fsr-4002	10	58	employed	employ	VERB
fsr-4002	10	59	ai	ai	VERB
fsr-4002	10	60	algorithms	algorithm	NOUN
fsr-4002	10	61	,	,	PUNCT
fsr-4002	10	62	specifically	specifically	ADV
fsr-4002	10	63	brandwatch	brandwatch	VERB
fsr-4002	10	64	,	,	PUNCT
fsr-4002	10	65	to	to	PART
fsr-4002	10	66	analyze	analyze	VERB
fsr-4002	10	67	the	the	DET
fsr-4002	10	68	data	datum	NOUN
fsr-4002	10	69	collected	collect	VERB
fsr-4002	10	70	for	for	ADP
fsr-4002	10	71	this	this	DET
fsr-4002	10	72	study	study	NOUN
fsr-4002	10	73	.	.	PUNCT
fsr-4002	11	1	the	the	DET
fsr-4002	11	2	ai	ai	PROPN
fsr-4002	11	3	methods	method	NOUN
fsr-4002	11	4	were	be	AUX
fsr-4002	11	5	selected	select	VERB
fsr-4002	11	6	based	base	VERB
fsr-4002	11	7	on	on	ADP
fsr-4002	11	8	their	their	PRON
fsr-4002	11	9	suitability	suitability	NOUN
fsr-4002	11	10	for	for	ADP
fsr-4002	11	11	the	the	DET
fsr-4002	11	12	research	research	NOUN
fsr-4002	11	13	objectives	objective	NOUN
fsr-4002	11	14	and	and	CCONJ
fsr-4002	11	15	data	datum	NOUN
fsr-4002	11	16	characteristics	characteristic	NOUN
fsr-4002	11	17	.	.	PUNCT
fsr-4002	12	1	academic	academic	ADJ
fsr-4002	12	2	year	year	NOUN
fsr-4002	12	3	was	be	AUX
fsr-4002	12	4	$	$	SYM
fsr-4002	12	5	26,000	26,000	NUM
fsr-4002	12	6	.	.	PUNCT
fsr-4002	13	1	for	for	ADP
fsr-4002	13	2	first	first	ADJ
fsr-4002	13	3	-	-	PUNCT
fsr-4002	13	4	time	time	NOUN
fsr-4002	13	5	,	,	PUNCT
fsr-4002	13	6	fulltime	fulltime	ADJ
fsr-4002	13	7	undergraduate	undergraduate	NOUN
fsr-4002	13	8	students	student	NOUN
fsr-4002	13	9	attending	attend	VERB
fsr-4002	13	10	private	private	ADJ
fsr-4002	13	11	nonprofit	nonprofit	ADJ
fsr-4002	13	12	4	4	NUM
fsr-4002	13	13	-	-	PUNCT
fsr-4002	13	14	year	year	NOUN
fsr-4002	13	15	institutions	institution	NOUN
fsr-4002	13	16	,	,	PUNCT
fsr-4002	13	17	the	the	DET
fsr-4002	13	18	price	price	NOUN
fsr-4002	13	19	tag	tag	NOUN
fsr-4002	13	20	was	be	AUX
fsr-4002	13	21	much	much	ADV
fsr-4002	13	22	higher	high	ADJ
fsr-4002	13	23	at	at	ADP
fsr-4002	13	24	$	$	SYM
fsr-4002	13	25	55,800	55,800	NUM
fsr-4002	13	26	.	.	PUNCT
fsr-4002	14	1	from	from	ADP
fsr-4002	14	2	march	march	PROPN
fsr-4002	14	3	13	13	NUM
fsr-4002	14	4	,	,	PUNCT
fsr-4002	14	5	2020	2020	NUM
fsr-4002	14	6	,	,	PUNCT
fsr-4002	14	7	to	to	ADP
fsr-4002	14	8	september	september	PROPN
fsr-4002	14	9	1	1	NUM
fsr-4002	14	10	,	,	PUNCT
fsr-4002	14	11	2023	2023	NUM
fsr-4002	14	12	,	,	PUNCT
fsr-4002	14	13	the	the	DET
fsr-4002	14	14	u.s	u.s	PROPN
fsr-4002	14	15	.	.	PROPN
fsr-4002	14	16	department	department	PROPN
fsr-4002	14	17	of	of	ADP
fsr-4002	14	18	education	education	NOUN
fsr-4002	14	19	paused	pause	VERB
fsr-4002	14	20	payments	payment	NOUN
fsr-4002	14	21	and	and	CCONJ
fsr-4002	14	22	set	set	VERB
fsr-4002	14	23	interest	interest	NOUN
fsr-4002	14	24	rates	rate	NOUN
fsr-4002	14	25	to	to	ADP
fsr-4002	14	26	0	0	NUM
fsr-4002	14	27	%	%	NOUN
fsr-4002	14	28	on	on	ADP
fsr-4002	14	29	eligible	eligible	ADJ
fsr-4002	14	30	federal	federal	ADJ
fsr-4002	14	31	student	student	NOUN
fsr-4002	14	32	loans	loan	NOUN
fsr-4002	14	33	as	as	ADP
fsr-4002	14	34	part	part	NOUN
fsr-4002	14	35	of	of	ADP
fsr-4002	14	36	the	the	DET
fsr-4002	14	37	nation	nation	NOUN
fsr-4002	14	38	’s	’s	PART
fsr-4002	14	39	covid-19	covid-19	PROPN
fsr-4002	14	40	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
fsr-4002	14	41	mailto:jasonanderson@ksu.edu	mailto:jasonanderson@ksu.edu	PROPN
fsr-4002	14	42	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
fsr-4002	14	43	anderson	anderson	PROPN
fsr-4002	14	44	et	et	PROPN
fsr-4002	14	45	al	al	PROPN
fsr-4002	14	46	.	.	PROPN
fsr-4002	15	1	37	37	NUM
fsr-4002	15	2	emergency	emergency	NOUN
fsr-4002	15	3	relief	relief	NOUN
fsr-4002	15	4	measures	measure	NOUN
fsr-4002	15	5	.	.	PUNCT
fsr-4002	16	1	during	during	ADP
fsr-4002	16	2	this	this	DET
fsr-4002	16	3	same	same	ADJ
fsr-4002	16	4	period	period	NOUN
fsr-4002	16	5	,	,	PUNCT
fsr-4002	16	6	the	the	DET
fsr-4002	16	7	biden	biden	PROPN
fsr-4002	16	8	administration	administration	PROPN
fsr-4002	16	9	proposed	propose	VERB
fsr-4002	16	10	a	a	DET
fsr-4002	16	11	plan	plan	NOUN
fsr-4002	16	12	to	to	PART
fsr-4002	16	13	forgive	forgive	VERB
fsr-4002	16	14	up	up	ADP
fsr-4002	16	15	to	to	PART
fsr-4002	16	16	$	$	SYM
fsr-4002	16	17	20,000	20,000	NUM
fsr-4002	16	18	for	for	ADP
fsr-4002	16	19	qualifying	qualify	VERB
fsr-4002	16	20	borrowers	borrower	NOUN
fsr-4002	16	21	.	.	PUNCT
fsr-4002	17	1	this	this	DET
fsr-4002	17	2	plan	plan	NOUN
fsr-4002	17	3	was	be	AUX
fsr-4002	17	4	ultimately	ultimately	ADV
fsr-4002	17	5	blocked	block	VERB
fsr-4002	17	6	by	by	ADP
fsr-4002	17	7	the	the	DET
fsr-4002	17	8	u.s	u.s	PROPN
fsr-4002	17	9	.	.	PROPN
fsr-4002	17	10	supreme	supreme	PROPN
fsr-4002	17	11	court	court	PROPN
fsr-4002	17	12	in	in	ADP
fsr-4002	17	13	june	june	PROPN
fsr-4002	17	14	2023	2023	NUM
fsr-4002	17	15	.	.	PUNCT
fsr-4002	18	1	after	after	ADP
fsr-4002	18	2	this	this	DET
fsr-4002	18	3	decision	decision	NOUN
fsr-4002	18	4	,	,	PUNCT
fsr-4002	18	5	student	student	NOUN
fsr-4002	18	6	loan	loan	NOUN
fsr-4002	18	7	interest	interest	NOUN
fsr-4002	18	8	was	be	AUX
fsr-4002	18	9	set	set	VERB
fsr-4002	18	10	to	to	PART
fsr-4002	18	11	begin	begin	VERB
fsr-4002	18	12	accruing	accrue	VERB
fsr-4002	18	13	in	in	ADP
fsr-4002	18	14	september	september	PROPN
fsr-4002	18	15	2023	2023	NUM
fsr-4002	18	16	with	with	ADP
fsr-4002	18	17	payment	payment	NOUN
fsr-4002	18	18	resumption	resumption	NOUN
fsr-4002	18	19	in	in	ADP
fsr-4002	18	20	october	october	PROPN
fsr-4002	18	21	2023	2023	NUM
fsr-4002	18	22	.	.	PUNCT
fsr-4002	19	1	the	the	DET
fsr-4002	19	2	breakneck	breakneck	NOUN
fsr-4002	19	3	pace	pace	NOUN
fsr-4002	19	4	of	of	ADP
fsr-4002	19	5	student	student	NOUN
fsr-4002	19	6	loan	loan	NOUN
fsr-4002	19	7	changes	change	NOUN
fsr-4002	19	8	over	over	ADP
fsr-4002	19	9	the	the	DET
fsr-4002	19	10	last	last	ADJ
fsr-4002	19	11	four	four	NUM
fsr-4002	19	12	years	year	NOUN
fsr-4002	19	13	has	have	AUX
fsr-4002	19	14	undoubtedly	undoubtedly	ADV
fsr-4002	19	15	affected	affect	VERB
fsr-4002	19	16	student	student	NOUN
fsr-4002	19	17	loan	loan	NOUN
fsr-4002	19	18	borrowers	borrower	NOUN
fsr-4002	19	19	,	,	PUNCT
fsr-4002	19	20	who	who	PRON
fsr-4002	19	21	must	must	AUX
fsr-4002	19	22	now	now	ADV
fsr-4002	19	23	address	address	VERB
fsr-4002	19	24	their	their	PRON
fsr-4002	19	25	student	student	NOUN
fsr-4002	19	26	loan	loan	NOUN
fsr-4002	19	27	debt	debt	NOUN
fsr-4002	19	28	in	in	ADP
fsr-4002	19	29	addition	addition	NOUN
fsr-4002	19	30	to	to	ADP
fsr-4002	19	31	cumulative	cumulative	ADJ
fsr-4002	19	32	societal	societal	ADJ
fsr-4002	19	33	transitions	transition	NOUN
fsr-4002	19	34	brought	bring	VERB
fsr-4002	19	35	on	on	ADP
fsr-4002	19	36	by	by	ADP
fsr-4002	19	37	the	the	DET
fsr-4002	19	38	pandemic	pandemic	NOUN
fsr-4002	19	39	.	.	PUNCT
fsr-4002	20	1	this	this	DET
fsr-4002	20	2	project	project	NOUN
fsr-4002	20	3	seeks	seek	VERB
fsr-4002	20	4	to	to	PART
fsr-4002	20	5	understand	understand	VERB
fsr-4002	20	6	student	student	NOUN
fsr-4002	20	7	loan	loan	NOUN
fsr-4002	20	8	borrower	borrower	NOUN
fsr-4002	20	9	sentiment	sentiment	NOUN
fsr-4002	20	10	during	during	ADP
fsr-4002	20	11	payment	payment	NOUN
fsr-4002	20	12	resumption	resumption	NOUN
fsr-4002	20	13	through	through	ADP
fsr-4002	20	14	an	an	DET
fsr-4002	20	15	analysis	analysis	NOUN
fsr-4002	20	16	of	of	ADP
fsr-4002	20	17	their	their	PRON
fsr-4002	20	18	expressions	expression	NOUN
fsr-4002	20	19	on	on	ADP
fsr-4002	20	20	social	social	ADJ
fsr-4002	20	21	media	medium	NOUN
fsr-4002	20	22	.	.	PUNCT
fsr-4002	21	1	an	an	DET
fsr-4002	21	2	increased	increase	VERB
fsr-4002	21	3	understanding	understanding	NOUN
fsr-4002	21	4	of	of	ADP
fsr-4002	21	5	borrower	borrower	NOUN
fsr-4002	21	6	sentiment	sentiment	NOUN
fsr-4002	21	7	will	will	AUX
fsr-4002	21	8	help	help	VERB
fsr-4002	21	9	financial	financial	ADJ
fsr-4002	21	10	professionals	professional	NOUN
fsr-4002	21	11	better	well	ADV
fsr-4002	21	12	appreciate	appreciate	VERB
fsr-4002	21	13	the	the	DET
fsr-4002	21	14	mental	mental	ADJ
fsr-4002	21	15	health	health	NOUN
fsr-4002	21	16	ramifications	ramification	NOUN
fsr-4002	21	17	of	of	ADP
fsr-4002	21	18	this	this	DET
fsr-4002	21	19	financial	financial	ADJ
fsr-4002	21	20	transition	transition	NOUN
fsr-4002	21	21	on	on	ADP
fsr-4002	21	22	borrowers	borrower	NOUN
fsr-4002	21	23	.	.	PUNCT
fsr-4002	22	1	the	the	DET
fsr-4002	22	2	authors	author	NOUN
fsr-4002	22	3	wish	wish	VERB
fsr-4002	22	4	to	to	PART
fsr-4002	22	5	make	make	VERB
fsr-4002	22	6	a	a	DET
fsr-4002	22	7	point	point	NOUN
fsr-4002	22	8	of	of	ADP
fsr-4002	22	9	clarification	clarification	NOUN
fsr-4002	22	10	in	in	ADP
fsr-4002	22	11	light	light	NOUN
fsr-4002	22	12	of	of	ADP
fsr-4002	22	13	company	company	NOUN
fsr-4002	22	14	name	name	NOUN
fsr-4002	22	15	changes	change	NOUN
fsr-4002	22	16	that	that	PRON
fsr-4002	22	17	could	could	AUX
fsr-4002	22	18	create	create	VERB
fsr-4002	22	19	confusion	confusion	NOUN
fsr-4002	22	20	for	for	ADP
fsr-4002	22	21	the	the	DET
fsr-4002	22	22	reader	reader	NOUN
fsr-4002	22	23	.	.	PUNCT
fsr-4002	23	1	in	in	ADP
fsr-4002	23	2	july	july	PROPN
fsr-4002	23	3	2023	2023	NUM
fsr-4002	23	4	,	,	PUNCT
fsr-4002	23	5	elon	elon	PROPN
fsr-4002	23	6	musk	musk	PROPN
fsr-4002	23	7	rebranded	rebrande	VERB
fsr-4002	23	8	the	the	DET
fsr-4002	23	9	well	well	ADV
fsr-4002	23	10	-	-	PUNCT
fsr-4002	23	11	known	know	VERB
fsr-4002	23	12	microblogging	microblogging	NOUN
fsr-4002	23	13	platform	platform	NOUN
fsr-4002	23	14	,	,	PUNCT
fsr-4002	23	15	twitter	twitter	NOUN
fsr-4002	23	16	,	,	PUNCT
fsr-4002	23	17	to	to	PART
fsr-4002	23	18	x.	x.	VERB
fsr-4002	23	19	because	because	SCONJ
fsr-4002	23	20	this	this	DET
fsr-4002	23	21	change	change	NOUN
fsr-4002	23	22	is	be	AUX
fsr-4002	23	23	so	so	ADV
fsr-4002	23	24	recent	recent	ADJ
fsr-4002	23	25	,	,	PUNCT
fsr-4002	23	26	however	however	ADV
fsr-4002	23	27	,	,	PUNCT
fsr-4002	23	28	most	most	ADJ
fsr-4002	23	29	previous	previous	ADJ
fsr-4002	23	30	studies	study	NOUN
fsr-4002	23	31	will	will	AUX
fsr-4002	23	32	refer	refer	VERB
fsr-4002	23	33	to	to	ADP
fsr-4002	23	34	the	the	DET
fsr-4002	23	35	platform	platform	NOUN
fsr-4002	23	36	by	by	ADP
fsr-4002	23	37	its	its	PRON
fsr-4002	23	38	former	former	ADJ
fsr-4002	23	39	name	name	NOUN
fsr-4002	23	40	,	,	PUNCT
fsr-4002	23	41	twitter	twitter	NOUN
fsr-4002	23	42	.	.	PUNCT
fsr-4002	24	1	to	to	PART
fsr-4002	24	2	avoid	avoid	VERB
fsr-4002	24	3	confusion	confusion	NOUN
fsr-4002	24	4	,	,	PUNCT
fsr-4002	24	5	the	the	DET
fsr-4002	24	6	authors	author	NOUN
fsr-4002	24	7	have	have	AUX
fsr-4002	24	8	chosen	choose	VERB
fsr-4002	24	9	to	to	PART
fsr-4002	24	10	refer	refer	VERB
fsr-4002	24	11	to	to	ADP
fsr-4002	24	12	the	the	DET
fsr-4002	24	13	platform	platform	NOUN
fsr-4002	24	14	as	as	ADP
fsr-4002	24	15	x	x	PRON
fsr-4002	24	16	in	in	ADP
fsr-4002	24	17	this	this	DET
fsr-4002	24	18	paper	paper	NOUN
fsr-4002	24	19	,	,	PUNCT
fsr-4002	24	20	even	even	ADV
fsr-4002	24	21	retroactively	retroactively	ADV
fsr-4002	24	22	,	,	PUNCT
fsr-4002	24	23	unless	unless	SCONJ
fsr-4002	24	24	twitter	twitter	NOUN
fsr-4002	24	25	is	be	AUX
fsr-4002	24	26	referenced	reference	VERB
fsr-4002	24	27	directly	directly	ADV
fsr-4002	24	28	in	in	ADP
fsr-4002	24	29	a	a	DET
fsr-4002	24	30	quote	quote	NOUN
fsr-4002	24	31	or	or	CCONJ
fsr-4002	24	32	article	article	NOUN
fsr-4002	24	33	title	title	NOUN
fsr-4002	24	34	.	.	PUNCT
fsr-4002	25	1	the	the	DET
fsr-4002	25	2	purpose	purpose	NOUN
fsr-4002	25	3	of	of	ADP
fsr-4002	25	4	this	this	DET
fsr-4002	25	5	research	research	NOUN
fsr-4002	25	6	is	be	AUX
fsr-4002	25	7	to	to	PART
fsr-4002	25	8	evaluate	evaluate	VERB
fsr-4002	25	9	the	the	DET
fsr-4002	25	10	emotional	emotional	ADJ
fsr-4002	25	11	impact	impact	NOUN
fsr-4002	25	12	of	of	ADP
fsr-4002	25	13	recent	recent	ADJ
fsr-4002	25	14	student	student	NOUN
fsr-4002	25	15	loan	loan	NOUN
fsr-4002	25	16	changes	change	NOUN
fsr-4002	25	17	on	on	ADP
fsr-4002	25	18	borrowers	borrower	NOUN
fsr-4002	25	19	.	.	PUNCT
fsr-4002	26	1	one	one	NUM
fsr-4002	26	2	way	way	NOUN
fsr-4002	26	3	to	to	PART
fsr-4002	26	4	gauge	gauge	VERB
fsr-4002	26	5	the	the	DET
fsr-4002	26	6	emotional	emotional	ADJ
fsr-4002	26	7	change	change	NOUN
fsr-4002	26	8	within	within	ADP
fsr-4002	26	9	student	student	NOUN
fsr-4002	26	10	loan	loan	NOUN
fsr-4002	26	11	borrowers	borrower	NOUN
fsr-4002	26	12	is	be	AUX
fsr-4002	26	13	through	through	ADP
fsr-4002	26	14	the	the	DET
fsr-4002	26	15	proxy	proxy	NOUN
fsr-4002	26	16	of	of	ADP
fsr-4002	26	17	textual	textual	ADJ
fsr-4002	26	18	sentiment	sentiment	NOUN
fsr-4002	26	19	during	during	ADP
fsr-4002	26	20	times	time	NOUN
fsr-4002	26	21	of	of	ADP
fsr-4002	26	22	major	major	ADJ
fsr-4002	26	23	student	student	NOUN
fsr-4002	26	24	loan	loan	NOUN
fsr-4002	26	25	changes	change	NOUN
fsr-4002	26	26	.	.	PUNCT
fsr-4002	27	1	to	to	ADP
fsr-4002	27	2	proxy	proxy	NOUN
fsr-4002	27	3	student	student	NOUN
fsr-4002	27	4	loan	loan	NOUN
fsr-4002	27	5	borrowers	borrower	NOUN
fsr-4002	27	6	,	,	PUNCT
fsr-4002	27	7	researchers	researcher	NOUN
fsr-4002	27	8	can	can	AUX
fsr-4002	27	9	measure	measure	VERB
fsr-4002	27	10	individuals	individual	NOUN
fsr-4002	27	11	who	who	PRON
fsr-4002	27	12	discuss	discuss	VERB
fsr-4002	27	13	student	student	NOUN
fsr-4002	27	14	loans	loan	NOUN
fsr-4002	27	15	on	on	ADP
fsr-4002	27	16	x.	x.	NOUN
fsr-4002	27	17	as	as	SCONJ
fsr-4002	27	18	mentioned	mention	VERB
fsr-4002	27	19	previously	previously	ADV
fsr-4002	27	20	,	,	PUNCT
fsr-4002	27	21	from	from	ADP
fsr-4002	27	22	early	early	ADJ
fsr-4002	27	23	2020	2020	NUM
fsr-4002	27	24	to	to	ADP
fsr-4002	27	25	late	late	ADJ
fsr-4002	27	26	2023	2023	NUM
fsr-4002	27	27	student	student	NOUN
fsr-4002	27	28	loan	loan	NOUN
fsr-4002	27	29	borrowers	borrower	NOUN
fsr-4002	27	30	made	make	VERB
fsr-4002	27	31	no	no	DET
fsr-4002	27	32	payments	payment	NOUN
fsr-4002	27	33	or	or	CCONJ
fsr-4002	27	34	accrued	accrue	VERB
fsr-4002	27	35	interest	interest	NOUN
fsr-4002	27	36	on	on	ADP
fsr-4002	27	37	eligible	eligible	ADJ
fsr-4002	27	38	federal	federal	ADJ
fsr-4002	27	39	student	student	NOUN
fsr-4002	27	40	loans	loan	NOUN
fsr-4002	27	41	,	,	PUNCT
fsr-4002	27	42	and	and	CCONJ
fsr-4002	27	43	the	the	DET
fsr-4002	27	44	biden	biden	PROPN
fsr-4002	27	45	administration	administration	PROPN
fsr-4002	27	46	proposed	propose	VERB
fsr-4002	27	47	a	a	DET
fsr-4002	27	48	generous	generous	ADJ
fsr-4002	27	49	loan	loan	NOUN
fsr-4002	27	50	forgiveness	forgiveness	NOUN
fsr-4002	27	51	program	program	NOUN
fsr-4002	27	52	.	.	PUNCT
fsr-4002	28	1	after	after	ADP
fsr-4002	28	2	the	the	DET
fsr-4002	28	3	denial	denial	NOUN
fsr-4002	28	4	of	of	ADP
fsr-4002	28	5	student	student	NOUN
fsr-4002	28	6	loan	loan	NOUN
fsr-4002	28	7	forgiveness	forgiveness	NOUN
fsr-4002	28	8	,	,	PUNCT
fsr-4002	28	9	interest	interest	NOUN
fsr-4002	28	10	accrual	accrual	ADJ
fsr-4002	28	11	resumed	resume	VERB
fsr-4002	28	12	in	in	ADP
fsr-4002	28	13	september	september	PROPN
fsr-4002	28	14	2023	2023	NUM
fsr-4002	28	15	and	and	CCONJ
fsr-4002	28	16	payments	payment	NOUN
fsr-4002	28	17	in	in	ADP
fsr-4002	28	18	october	october	PROPN
fsr-4002	28	19	2023	2023	NUM
fsr-4002	28	20	.	.	PUNCT
fsr-4002	29	1	this	this	DET
fsr-4002	29	2	paper	paper	NOUN
fsr-4002	29	3	seeks	seek	VERB
fsr-4002	29	4	to	to	PART
fsr-4002	29	5	address	address	VERB
fsr-4002	29	6	the	the	DET
fsr-4002	29	7	following	following	ADJ
fsr-4002	29	8	question	question	NOUN
fsr-4002	29	9	:	:	PUNCT
fsr-4002	29	10	how	how	SCONJ
fsr-4002	29	11	did	do	AUX
fsr-4002	29	12	sentiment	sentiment	NOUN
fsr-4002	29	13	change	change	VERB
fsr-4002	29	14	on	on	ADP
fsr-4002	29	15	x	x	PUNCT
fsr-4002	29	16	during	during	ADP
fsr-4002	29	17	the	the	DET
fsr-4002	29	18	resumption	resumption	NOUN
fsr-4002	29	19	of	of	ADP
fsr-4002	29	20	federal	federal	ADJ
fsr-4002	29	21	student	student	NOUN
fsr-4002	29	22	loan	loan	NOUN
fsr-4002	29	23	payments	payment	NOUN
fsr-4002	29	24	in	in	ADP
fsr-4002	29	25	october	october	PROPN
fsr-4002	29	26	2023	2023	NUM
fsr-4002	29	27	?	?	PUNCT
fsr-4002	30	1	based	base	VERB
fsr-4002	30	2	on	on	ADP
fsr-4002	30	3	the	the	DET
fsr-4002	30	4	findings	finding	NOUN
fsr-4002	30	5	of	of	ADP
fsr-4002	30	6	sinha	sinha	PROPN
fsr-4002	30	7	et	et	PROPN
fsr-4002	30	8	al	al	PROPN
fsr-4002	30	9	.	.	PROPN
fsr-4002	31	1	(	(	PUNCT
fsr-4002	31	2	2023	2023	NUM
fsr-4002	31	3	)	)	PUNCT
fsr-4002	31	4	–	–	PUNCT
fsr-4002	31	5	which	which	PRON
fsr-4002	31	6	are	be	AUX
fsr-4002	31	7	covered	cover	VERB
fsr-4002	31	8	later	later	ADV
fsr-4002	31	9	in	in	ADP
fsr-4002	31	10	the	the	DET
fsr-4002	31	11	literature	literature	NOUN
fsr-4002	31	12	review	review	NOUN
fsr-4002	31	13	we	we	PRON
fsr-4002	31	14	hypothesize	hypothesize	VERB
fsr-4002	31	15	that	that	SCONJ
fsr-4002	31	16	:	:	PUNCT
fsr-4002	31	17	h1	h1	NOUN
fsr-4002	31	18	:	:	PUNCT
fsr-4002	31	19	negative	negative	ADJ
fsr-4002	31	20	sentiment	sentiment	NOUN
fsr-4002	31	21	will	will	AUX
fsr-4002	31	22	outweigh	outweigh	VERB
fsr-4002	31	23	positive	positive	ADJ
fsr-4002	31	24	sentiment	sentiment	NOUN
fsr-4002	31	25	during	during	ADP
fsr-4002	31	26	the	the	DET
fsr-4002	31	27	study	study	NOUN
fsr-4002	31	28	’s	’s	PART
fsr-4002	31	29	date	date	NOUN
fsr-4002	31	30	range	range	NOUN
fsr-4002	31	31	.	.	PUNCT
fsr-4002	32	1	h2	h2	NOUN
fsr-4002	32	2	:	:	PUNCT
fsr-4002	32	3	topics	topic	NOUN
fsr-4002	32	4	and	and	CCONJ
fsr-4002	32	5	phrases	phrase	NOUN
fsr-4002	32	6	with	with	ADP
fsr-4002	32	7	negative	negative	ADJ
fsr-4002	32	8	sentiment	sentiment	NOUN
fsr-4002	32	9	will	will	AUX
fsr-4002	32	10	rank	rank	VERB
fsr-4002	32	11	higher	higher	ADV
fsr-4002	32	12	in	in	ADP
fsr-4002	32	13	mentions	mention	NOUN
fsr-4002	32	14	than	than	ADP
fsr-4002	32	15	those	those	PRON
fsr-4002	32	16	with	with	ADP
fsr-4002	32	17	positive	positive	ADJ
fsr-4002	32	18	or	or	CCONJ
fsr-4002	32	19	neutral	neutral	ADJ
fsr-4002	32	20	sentiment	sentiment	NOUN
fsr-4002	32	21	during	during	ADP
fsr-4002	32	22	the	the	DET
fsr-4002	32	23	study	study	NOUN
fsr-4002	32	24	’s	’s	PART
fsr-4002	32	25	date	date	NOUN
fsr-4002	32	26	range	range	NOUN
fsr-4002	32	27	.	.	PUNCT
fsr-4002	33	1	literature	literature	NOUN
fsr-4002	33	2	review	review	NOUN
fsr-4002	33	3	student	student	NOUN
fsr-4002	33	4	loans	loan	NOUN
fsr-4002	33	5	because	because	SCONJ
fsr-4002	33	6	student	student	NOUN
fsr-4002	33	7	loans	loan	NOUN
fsr-4002	33	8	are	be	AUX
fsr-4002	33	9	readily	readily	ADV
fsr-4002	33	10	accessible	accessible	ADJ
fsr-4002	33	11	to	to	ADP
fsr-4002	33	12	students	student	NOUN
fsr-4002	33	13	,	,	PUNCT
fsr-4002	33	14	generally	generally	ADV
fsr-4002	33	15	have	have	VERB
fsr-4002	33	16	lower	low	ADJ
fsr-4002	33	17	interest	interest	NOUN
fsr-4002	33	18	rates	rate	NOUN
fsr-4002	33	19	than	than	ADP
fsr-4002	33	20	private	private	ADJ
fsr-4002	33	21	loans	loan	NOUN
fsr-4002	33	22	,	,	PUNCT
fsr-4002	33	23	and	and	CCONJ
fsr-4002	33	24	offer	offer	VERB
fsr-4002	33	25	fixed	fix	VERB
fsr-4002	33	26	rates	rate	NOUN
fsr-4002	33	27	,	,	PUNCT
fsr-4002	33	28	it	it	PRON
fsr-4002	33	29	is	be	AUX
fsr-4002	33	30	no	no	DET
fsr-4002	33	31	surprise	surprise	NOUN
fsr-4002	33	32	that	that	SCONJ
fsr-4002	33	33	their	their	PRON
fsr-4002	33	34	usage	usage	NOUN
fsr-4002	33	35	has	have	AUX
fsr-4002	33	36	increased	increase	VERB
fsr-4002	33	37	(	(	PUNCT
fsr-4002	33	38	ebrahimian	ebrahimian	ADJ
fsr-4002	33	39	,	,	PUNCT
fsr-4002	33	40	2023	2023	NUM
fsr-4002	33	41	)	)	PUNCT
fsr-4002	33	42	.	.	PUNCT
fsr-4002	34	1	despite	despite	SCONJ
fsr-4002	34	2	their	their	PRON
fsr-4002	34	3	popularity	popularity	NOUN
fsr-4002	34	4	,	,	PUNCT
fsr-4002	34	5	borrowers	borrower	NOUN
fsr-4002	34	6	have	have	AUX
fsr-4002	34	7	polarized	polarize	VERB
fsr-4002	34	8	views	view	NOUN
fsr-4002	34	9	about	about	ADP
fsr-4002	34	10	student	student	NOUN
fsr-4002	34	11	loans	loan	NOUN
fsr-4002	34	12	.	.	PUNCT
fsr-4002	35	1	as	as	ADP
fsr-4002	35	2	a	a	DET
fsr-4002	35	3	means	means	NOUN
fsr-4002	35	4	of	of	ADP
fsr-4002	35	5	funding	fund	VERB
fsr-4002	35	6	their	their	PRON
fsr-4002	35	7	education	education	NOUN
fsr-4002	35	8	,	,	PUNCT
fsr-4002	35	9	some	some	DET
fsr-4002	35	10	borrowers	borrower	NOUN
fsr-4002	35	11	feel	feel	VERB
fsr-4002	35	12	that	that	SCONJ
fsr-4002	35	13	the	the	DET
fsr-4002	35	14	cost	cost	NOUN
fsr-4002	35	15	is	be	AUX
fsr-4002	35	16	worth	worth	ADJ
fsr-4002	35	17	it	it	PRON
fsr-4002	35	18	,	,	PUNCT
fsr-4002	35	19	while	while	SCONJ
fsr-4002	35	20	others	other	NOUN
fsr-4002	35	21	feel	feel	VERB
fsr-4002	35	22	weighed	weigh	VERB
fsr-4002	35	23	down	down	ADV
fsr-4002	35	24	(	(	PUNCT
fsr-4002	35	25	nuckols	nuckol	NOUN
fsr-4002	35	26	et	et	PROPN
fsr-4002	35	27	al	al	PROPN
fsr-4002	35	28	.	.	PROPN
fsr-4002	35	29	,	,	PUNCT
fsr-4002	35	30	2020	2020	NUM
fsr-4002	35	31	)	)	PUNCT
fsr-4002	35	32	.	.	PUNCT
fsr-4002	36	1	such	such	ADJ
fsr-4002	36	2	feelings	feeling	NOUN
fsr-4002	36	3	often	often	ADV
fsr-4002	36	4	prompt	prompt	VERB
fsr-4002	36	5	individuals	individual	NOUN
fsr-4002	36	6	to	to	PART
fsr-4002	36	7	share	share	VERB
fsr-4002	36	8	their	their	PRON
fsr-4002	36	9	student	student	NOUN
fsr-4002	36	10	debt	debt	NOUN
fsr-4002	36	11	experiences	experience	NOUN
fsr-4002	36	12	on	on	ADP
fsr-4002	36	13	social	social	ADJ
fsr-4002	36	14	media	medium	NOUN
fsr-4002	36	15	platforms	platform	NOUN
fsr-4002	36	16	.	.	PUNCT
fsr-4002	37	1	student	student	NOUN
fsr-4002	37	2	loans	loan	NOUN
fsr-4002	37	3	have	have	AUX
fsr-4002	37	4	been	be	AUX
fsr-4002	37	5	shown	show	VERB
fsr-4002	37	6	to	to	PART
fsr-4002	37	7	have	have	VERB
fsr-4002	37	8	numerous	numerous	ADJ
fsr-4002	37	9	effects	effect	NOUN
fsr-4002	37	10	on	on	ADP
fsr-4002	37	11	borrowers	borrower	NOUN
fsr-4002	37	12	.	.	PUNCT
fsr-4002	38	1	for	for	ADP
fsr-4002	38	2	example	example	NOUN
fsr-4002	38	3	,	,	PUNCT
fsr-4002	38	4	kim	kim	PROPN
fsr-4002	38	5	and	and	CCONJ
fsr-4002	38	6	chatterjee	chatterjee	PROPN
fsr-4002	38	7	(	(	PUNCT
fsr-4002	38	8	2019	2019	NUM
fsr-4002	38	9	)	)	PUNCT
fsr-4002	38	10	identified	identify	VERB
fsr-4002	38	11	a	a	DET
fsr-4002	38	12	negative	negative	ADJ
fsr-4002	38	13	association	association	NOUN
fsr-4002	38	14	between	between	ADP
fsr-4002	38	15	student	student	NOUN
fsr-4002	38	16	loans	loan	NOUN
fsr-4002	38	17	and	and	CCONJ
fsr-4002	38	18	an	an	DET
fsr-4002	38	19	individual	individual	NOUN
fsr-4002	38	20	’s	’s	PART
fsr-4002	38	21	life	life	NOUN
fsr-4002	38	22	satisfaction	satisfaction	NOUN
fsr-4002	38	23	and	and	CCONJ
fsr-4002	38	24	psychological	psychological	ADJ
fsr-4002	38	25	well	well	ADV
fsr-4002	38	26	-	-	PUNCT
fsr-4002	38	27	being	being	NOUN
fsr-4002	38	28	.	.	PUNCT
fsr-4002	39	1	student	student	NOUN
fsr-4002	39	2	loans	loan	NOUN
fsr-4002	39	3	have	have	AUX
fsr-4002	39	4	also	also	ADV
fsr-4002	39	5	been	be	AUX
fsr-4002	39	6	associated	associate	VERB
fsr-4002	39	7	with	with	ADP
fsr-4002	39	8	psychological	psychological	ADJ
fsr-4002	39	9	distress	distress	NOUN
fsr-4002	39	10	,	,	PUNCT
fsr-4002	39	11	financial	financial	ADJ
fsr-4002	39	12	anxiety	anxiety	NOUN
fsr-4002	39	13	,	,	PUNCT
fsr-4002	39	14	and	and	CCONJ
fsr-4002	39	15	other	other	ADJ
fsr-4002	39	16	negative	negative	ADJ
fsr-4002	39	17	forms	form	NOUN
fsr-4002	39	18	of	of	ADP
fsr-4002	39	19	health	health	NOUN
fsr-4002	39	20	and	and	CCONJ
fsr-4002	39	21	psychological	psychological	ADJ
fsr-4002	39	22	well	well	ADV
fsr-4002	39	23	-	-	PUNCT
fsr-4002	39	24	being	be	AUX
fsr-4002	39	25	(	(	PUNCT
fsr-4002	39	26	archuleta	archuleta	NOUN
fsr-4002	39	27	et	et	PROPN
fsr-4002	39	28	al	al	PROPN
fsr-4002	39	29	.	.	PROPN
fsr-4002	39	30	,	,	PUNCT
fsr-4002	39	31	2013	2013	NUM
fsr-4002	39	32	;	;	PUNCT
fsr-4002	39	33	kim	kim	PROPN
fsr-4002	39	34	&	&	CCONJ
fsr-4002	39	35	chatterjee	chatterjee	PROPN
fsr-4002	39	36	,	,	PUNCT
fsr-4002	39	37	2019	2019	NUM
fsr-4002	39	38	;	;	PUNCT
fsr-4002	40	1	zhang	zhang	PROPN
fsr-4002	40	2	et	et	PROPN
fsr-4002	40	3	al	al	PROPN
fsr-4002	40	4	.	.	PROPN
fsr-4002	40	5	,	,	PUNCT
fsr-4002	40	6	2019	2019	NUM
fsr-4002	40	7	)	)	PUNCT
fsr-4002	40	8	.	.	PUNCT
fsr-4002	41	1	student	student	NOUN
fsr-4002	41	2	loans	loan	NOUN
fsr-4002	41	3	have	have	AUX
fsr-4002	41	4	also	also	ADV
fsr-4002	41	5	had	have	VERB
fsr-4002	41	6	negative	negative	ADJ
fsr-4002	41	7	outcomes	outcome	NOUN
fsr-4002	41	8	to	to	ADP
fsr-4002	41	9	the	the	DET
fsr-4002	41	10	extent	extent	NOUN
fsr-4002	41	11	that	that	SCONJ
fsr-4002	41	12	some	some	DET
fsr-4002	41	13	individuals	individual	NOUN
fsr-4002	41	14	develop	develop	VERB
fsr-4002	41	15	problems	problem	NOUN
fsr-4002	41	16	with	with	ADP
fsr-4002	41	17	mental	mental	ADJ
fsr-4002	41	18	health	health	NOUN
fsr-4002	41	19	,	,	PUNCT
fsr-4002	41	20	smoking	smoking	NOUN
fsr-4002	41	21	,	,	PUNCT
fsr-4002	41	22	and	and	CCONJ
fsr-4002	41	23	heavy	heavy	ADJ
fsr-4002	41	24	drinking	drinking	NOUN
fsr-4002	41	25	(	(	PUNCT
fsr-4002	41	26	qian	qian	PROPN
fsr-4002	41	27	et	et	PROPN
fsr-4002	41	28	al	al	PROPN
fsr-4002	41	29	.	.	PROPN
fsr-4002	41	30	,	,	PUNCT
fsr-4002	41	31	2021	2021	NUM
fsr-4002	41	32	)	)	PUNCT
fsr-4002	41	33	.	.	PUNCT
fsr-4002	42	1	not	not	PART
fsr-4002	42	2	all	all	DET
fsr-4002	42	3	borrowers	borrower	NOUN
fsr-4002	42	4	view	view	VERB
fsr-4002	42	5	student	student	NOUN
fsr-4002	42	6	debt	debt	NOUN
fsr-4002	42	7	the	the	DET
fsr-4002	42	8	same	same	ADJ
fsr-4002	42	9	way	way	NOUN
fsr-4002	42	10	.	.	PUNCT
fsr-4002	43	1	borrowers	borrower	NOUN
fsr-4002	43	2	in	in	ADP
fsr-4002	43	3	the	the	DET
fsr-4002	43	4	repayment	repayment	NOUN
fsr-4002	43	5	period	period	NOUN
fsr-4002	43	6	of	of	ADP
fsr-4002	43	7	their	their	PRON
fsr-4002	43	8	loans	loan	NOUN
fsr-4002	43	9	reported	report	VERB
fsr-4002	43	10	higher	high	ADJ
fsr-4002	43	11	psychological	psychological	ADJ
fsr-4002	43	12	distress	distress	NOUN
fsr-4002	43	13	than	than	ADP
fsr-4002	43	14	those	those	PRON
fsr-4002	43	15	who	who	PRON
fsr-4002	43	16	were	be	AUX
fsr-4002	43	17	still	still	ADV
fsr-4002	43	18	enrolled	enrol	VERB
fsr-4002	43	19	in	in	ADP
fsr-4002	43	20	a	a	DET
fsr-4002	43	21	university	university	NOUN
fsr-4002	43	22	(	(	PUNCT
fsr-4002	43	23	sato	sato	PROPN
fsr-4002	43	24	et	et	PROPN
fsr-4002	43	25	al	al	PROPN
fsr-4002	43	26	.	.	PROPN
fsr-4002	43	27	,	,	PUNCT
fsr-4002	43	28	2020	2020	NUM
fsr-4002	43	29	)	)	PUNCT
fsr-4002	43	30	.	.	PUNCT
fsr-4002	44	1	in	in	ADP
fsr-4002	44	2	addition	addition	NOUN
fsr-4002	44	3	,	,	PUNCT
fsr-4002	44	4	and	and	CCONJ
fsr-4002	44	5	when	when	SCONJ
fsr-4002	44	6	compared	compare	VERB
fsr-4002	44	7	to	to	ADP
fsr-4002	44	8	individuals	individual	NOUN
fsr-4002	44	9	without	without	ADP
fsr-4002	44	10	student	student	NOUN
fsr-4002	44	11	loans	loan	NOUN
fsr-4002	44	12	,	,	PUNCT
fsr-4002	44	13	those	those	PRON
fsr-4002	44	14	repaying	repay	VERB
fsr-4002	44	15	their	their	PRON
fsr-4002	44	16	loans	loan	NOUN
fsr-4002	44	17	had	have	VERB
fsr-4002	44	18	lower	low	ADJ
fsr-4002	44	19	levels	level	NOUN
fsr-4002	44	20	of	of	ADP
fsr-4002	44	21	financial	financial	ADJ
fsr-4002	44	22	satisfaction	satisfaction	NOUN
fsr-4002	44	23	(	(	PUNCT
fsr-4002	44	24	kim	kim	PROPN
fsr-4002	44	25	et	et	PROPN
fsr-4002	44	26	al	al	PROPN
fsr-4002	44	27	.	.	PROPN
fsr-4002	44	28	,	,	PUNCT
fsr-4002	44	29	2021	2021	NUM
fsr-4002	44	30	)	)	PUNCT
fsr-4002	44	31	.	.	PUNCT
fsr-4002	45	1	reflecting	reflect	VERB
fsr-4002	45	2	contradictory	contradictory	ADJ
fsr-4002	45	3	findings	finding	NOUN
fsr-4002	45	4	,	,	PUNCT
fsr-4002	45	5	joseph	joseph	PROPN
fsr-4002	45	6	and	and	CCONJ
fsr-4002	45	7	macdonald	macdonald	PROPN
fsr-4002	45	8	financial	financial	PROPN
fsr-4002	45	9	services	services	PROPN
fsr-4002	45	10	review	review	PROPN
fsr-4002	45	11	,	,	PUNCT
fsr-4002	45	12	33(2	33(2	NUM
fsr-4002	45	13	)	)	PUNCT
fsr-4002	45	14	38	38	NUM
fsr-4002	45	15	(	(	PUNCT
fsr-4002	45	16	2021	2021	NUM
fsr-4002	45	17	)	)	PUNCT
fsr-4002	45	18	concluded	conclude	VERB
fsr-4002	45	19	that	that	SCONJ
fsr-4002	45	20	student	student	NOUN
fsr-4002	45	21	loans	loan	NOUN
fsr-4002	45	22	are	be	AUX
fsr-4002	45	23	negatively	negatively	ADV
fsr-4002	45	24	associated	associate	VERB
fsr-4002	45	25	with	with	ADP
fsr-4002	45	26	financial	financial	ADJ
fsr-4002	45	27	satisfaction	satisfaction	NOUN
fsr-4002	45	28	,	,	PUNCT
fsr-4002	45	29	while	while	SCONJ
fsr-4002	45	30	robb	robb	VERB
fsr-4002	45	31	et	et	PROPN
fsr-4002	45	32	al	al	PROPN
fsr-4002	45	33	.	.	PROPN
fsr-4002	46	1	(	(	PUNCT
fsr-4002	46	2	2018	2018	NUM
fsr-4002	46	3	)	)	PUNCT
fsr-4002	46	4	found	find	VERB
fsr-4002	46	5	no	no	DET
fsr-4002	46	6	significant	significant	ADJ
fsr-4002	46	7	effect	effect	NOUN
fsr-4002	46	8	.	.	PUNCT
fsr-4002	47	1	the	the	DET
fsr-4002	47	2	contradicting	contradict	VERB
fsr-4002	47	3	results	result	NOUN
fsr-4002	47	4	from	from	ADP
fsr-4002	47	5	these	these	DET
fsr-4002	47	6	studies	study	NOUN
fsr-4002	47	7	highlight	highlight	VERB
fsr-4002	47	8	the	the	DET
fsr-4002	47	9	complexity	complexity	NOUN
fsr-4002	47	10	of	of	ADP
fsr-4002	47	11	the	the	DET
fsr-4002	47	12	relationship	relationship	NOUN
fsr-4002	47	13	between	between	ADP
fsr-4002	47	14	student	student	NOUN
fsr-4002	47	15	loans	loan	NOUN
fsr-4002	47	16	and	and	CCONJ
fsr-4002	47	17	the	the	DET
fsr-4002	47	18	emotional	emotional	ADJ
fsr-4002	47	19	state	state	NOUN
fsr-4002	47	20	of	of	ADP
fsr-4002	47	21	borrowers	borrower	NOUN
fsr-4002	47	22	.	.	PUNCT
fsr-4002	48	1	in	in	ADP
fsr-4002	48	2	addition	addition	NOUN
fsr-4002	48	3	to	to	ADP
fsr-4002	48	4	the	the	DET
fsr-4002	48	5	psychological	psychological	ADJ
fsr-4002	48	6	effects	effect	NOUN
fsr-4002	48	7	associated	associate	VERB
fsr-4002	48	8	with	with	ADP
fsr-4002	48	9	student	student	NOUN
fsr-4002	48	10	loan	loan	NOUN
fsr-4002	48	11	debt	debt	NOUN
fsr-4002	48	12	,	,	PUNCT
fsr-4002	48	13	asset	asset	NOUN
fsr-4002	48	14	accumulation	accumulation	NOUN
fsr-4002	48	15	has	have	AUX
fsr-4002	48	16	also	also	ADV
fsr-4002	48	17	been	be	AUX
fsr-4002	48	18	highlighted	highlight	VERB
fsr-4002	48	19	in	in	ADP
fsr-4002	48	20	research	research	NOUN
fsr-4002	48	21	.	.	PUNCT
fsr-4002	49	1	mountain	mountain	NOUN
fsr-4002	49	2	et	et	PROPN
fsr-4002	49	3	al	al	PROPN
fsr-4002	49	4	.	.	PROPN
fsr-4002	49	5	(	(	PUNCT
fsr-4002	49	6	2020	2020	NUM
fsr-4002	49	7	)	)	PUNCT
fsr-4002	49	8	found	find	VERB
fsr-4002	49	9	that	that	SCONJ
fsr-4002	49	10	student	student	NOUN
fsr-4002	49	11	loans	loan	NOUN
fsr-4002	49	12	negatively	negatively	ADV
fsr-4002	49	13	affected	affect	VERB
fsr-4002	49	14	millennials	millennial	NOUN
fsr-4002	49	15	’	’	PART
fsr-4002	49	16	homeownership	homeownership	NOUN
fsr-4002	49	17	rates	rate	NOUN
fsr-4002	49	18	.	.	PUNCT
fsr-4002	50	1	also	also	ADV
fsr-4002	50	2	of	of	ADP
fsr-4002	50	3	concern	concern	NOUN
fsr-4002	50	4	,	,	PUNCT
fsr-4002	50	5	student	student	NOUN
fsr-4002	50	6	debt	debt	NOUN
fsr-4002	50	7	has	have	AUX
fsr-4002	50	8	been	be	AUX
fsr-4002	50	9	associated	associate	VERB
fsr-4002	50	10	with	with	ADP
fsr-4002	50	11	a	a	DET
fsr-4002	50	12	reduced	reduce	VERB
fsr-4002	50	13	likelihood	likelihood	NOUN
fsr-4002	50	14	to	to	PART
fsr-4002	50	15	save	save	VERB
fsr-4002	50	16	for	for	ADP
fsr-4002	50	17	retirement	retirement	NOUN
fsr-4002	50	18	(	(	PUNCT
fsr-4002	50	19	elliott	elliott	PROPN
fsr-4002	50	20	et	et	PROPN
fsr-4002	50	21	al	al	PROPN
fsr-4002	50	22	.	.	PROPN
fsr-4002	50	23	,	,	PUNCT
fsr-4002	50	24	2013	2013	NUM
fsr-4002	50	25	)	)	PUNCT
fsr-4002	50	26	.	.	PUNCT
fsr-4002	51	1	beyond	beyond	ADP
fsr-4002	51	2	concerns	concern	NOUN
fsr-4002	51	3	related	relate	VERB
fsr-4002	51	4	to	to	ADP
fsr-4002	51	5	retirement	retirement	NOUN
fsr-4002	51	6	and	and	CCONJ
fsr-4002	51	7	housing	housing	NOUN
fsr-4002	51	8	,	,	PUNCT
fsr-4002	51	9	student	student	NOUN
fsr-4002	51	10	loan	loan	NOUN
fsr-4002	51	11	borrowers	borrower	NOUN
fsr-4002	51	12	are	be	AUX
fsr-4002	51	13	more	more	ADV
fsr-4002	51	14	likely	likely	ADJ
fsr-4002	51	15	to	to	PART
fsr-4002	51	16	carry	carry	VERB
fsr-4002	51	17	other	other	ADJ
fsr-4002	51	18	types	type	NOUN
fsr-4002	51	19	of	of	ADP
fsr-4002	51	20	debts	debt	NOUN
fsr-4002	51	21	,	,	PUNCT
fsr-4002	51	22	like	like	ADP
fsr-4002	51	23	car	car	NOUN
fsr-4002	51	24	and	and	CCONJ
fsr-4002	51	25	credit	credit	NOUN
fsr-4002	51	26	card	card	NOUN
fsr-4002	51	27	debt	debt	NOUN
fsr-4002	51	28	(	(	PUNCT
fsr-4002	51	29	fry	fry	NOUN
fsr-4002	51	30	,	,	PUNCT
fsr-4002	51	31	2012	2012	NUM
fsr-4002	51	32	)	)	PUNCT
fsr-4002	51	33	.	.	PUNCT
fsr-4002	52	1	debt	debt	NOUN
fsr-4002	52	2	repayment	repayment	NOUN
fsr-4002	52	3	reduces	reduce	VERB
fsr-4002	52	4	disposable	disposable	ADJ
fsr-4002	52	5	income	income	NOUN
fsr-4002	52	6	for	for	ADP
fsr-4002	52	7	borrowers	borrower	NOUN
fsr-4002	52	8	,	,	PUNCT
fsr-4002	52	9	and	and	CCONJ
fsr-4002	52	10	the	the	DET
fsr-4002	52	11	resulting	result	VERB
fsr-4002	52	12	lack	lack	NOUN
fsr-4002	52	13	of	of	ADP
fsr-4002	52	14	liquidity	liquidity	NOUN
fsr-4002	52	15	can	can	AUX
fsr-4002	52	16	make	make	VERB
fsr-4002	52	17	it	it	PRON
fsr-4002	52	18	more	more	ADV
fsr-4002	52	19	challenging	challenging	ADJ
fsr-4002	52	20	to	to	PART
fsr-4002	52	21	finance	finance	VERB
fsr-4002	52	22	other	other	ADJ
fsr-4002	52	23	purchases	purchase	NOUN
fsr-4002	52	24	(	(	PUNCT
fsr-4002	52	25	gicheva	gicheva	PROPN
fsr-4002	52	26	&	&	CCONJ
fsr-4002	52	27	thompson	thompson	PROPN
fsr-4002	52	28	,	,	PUNCT
fsr-4002	52	29	2014	2014	NUM
fsr-4002	52	30	)	)	PUNCT
fsr-4002	52	31	.	.	PUNCT
fsr-4002	53	1	furthermore	furthermore	ADV
fsr-4002	53	2	,	,	PUNCT
fsr-4002	53	3	having	have	VERB
fsr-4002	53	4	student	student	NOUN
fsr-4002	53	5	debt	debt	NOUN
fsr-4002	53	6	hinders	hinder	VERB
fsr-4002	53	7	borrowers	borrower	NOUN
fsr-4002	53	8	’	’	PART
fsr-4002	53	9	ability	ability	NOUN
fsr-4002	53	10	to	to	PART
fsr-4002	53	11	spend	spend	VERB
fsr-4002	53	12	.	.	PUNCT
fsr-4002	54	1	in	in	ADP
fsr-4002	54	2	a	a	DET
fsr-4002	54	3	recent	recent	ADJ
fsr-4002	54	4	paper	paper	NOUN
fsr-4002	54	5	,	,	PUNCT
fsr-4002	54	6	18	18	NUM
fsr-4002	54	7	%	%	NOUN
fsr-4002	54	8	of	of	ADP
fsr-4002	54	9	student	student	NOUN
fsr-4002	54	10	loan	loan	NOUN
fsr-4002	54	11	holders	holder	NOUN
fsr-4002	54	12	reported	report	VERB
fsr-4002	54	13	difficulty	difficulty	NOUN
fsr-4002	54	14	buying	buy	VERB
fsr-4002	54	15	daily	daily	ADJ
fsr-4002	54	16	necessities	necessity	NOUN
fsr-4002	54	17	because	because	SCONJ
fsr-4002	54	18	of	of	ADP
fsr-4002	54	19	their	their	PRON
fsr-4002	54	20	existing	exist	VERB
fsr-4002	54	21	debt	debt	NOUN
fsr-4002	54	22	(	(	PUNCT
fsr-4002	54	23	hanson	hanson	NOUN
fsr-4002	54	24	,	,	PUNCT
fsr-4002	54	25	2023	2023	NUM
fsr-4002	54	26	)	)	PUNCT
fsr-4002	54	27	.	.	PUNCT
fsr-4002	55	1	social	social	ADJ
fsr-4002	55	2	media	medium	NOUN
fsr-4002	55	3	as	as	ADP
fsr-4002	55	4	a	a	DET
fsr-4002	55	5	data	data	NOUN
fsr-4002	55	6	source	source	NOUN
fsr-4002	55	7	in	in	ADP
fsr-4002	55	8	contrast	contrast	NOUN
fsr-4002	55	9	to	to	ADP
fsr-4002	55	10	traditional	traditional	ADJ
fsr-4002	55	11	research	research	NOUN
fsr-4002	55	12	sources	source	NOUN
fsr-4002	55	13	,	,	PUNCT
fsr-4002	55	14	social	social	ADJ
fsr-4002	55	15	media	medium	NOUN
fsr-4002	55	16	data	datum	NOUN
fsr-4002	55	17	is	be	AUX
fsr-4002	55	18	“	"	PUNCT
fsr-4002	55	19	user	user	NOUN
fsr-4002	55	20	-	-	PUNCT
fsr-4002	55	21	generated	generate	VERB
fsr-4002	55	22	,	,	PUNCT
fsr-4002	55	23	naturalistic	naturalistic	ADJ
fsr-4002	55	24	,	,	PUNCT
fsr-4002	55	25	and	and	CCONJ
fsr-4002	55	26	unstructured	unstructure	VERB
fsr-4002	55	27	,	,	PUNCT
fsr-4002	55	28	”	"	PUNCT
fsr-4002	55	29	creating	create	VERB
fsr-4002	55	30	a	a	DET
fsr-4002	55	31	fascinating	fascinating	ADJ
fsr-4002	55	32	opportunity	opportunity	NOUN
fsr-4002	55	33	for	for	SCONJ
fsr-4002	55	34	researchers	researcher	NOUN
fsr-4002	55	35	to	to	PART
fsr-4002	55	36	explore	explore	VERB
fsr-4002	55	37	public	public	ADJ
fsr-4002	55	38	opinion	opinion	NOUN
fsr-4002	55	39	on	on	ADP
fsr-4002	55	40	a	a	DET
fsr-4002	55	41	variety	variety	NOUN
fsr-4002	55	42	of	of	ADP
fsr-4002	55	43	topics	topic	NOUN
fsr-4002	55	44	(	(	PUNCT
fsr-4002	55	45	sinha	sinha	NOUN
fsr-4002	55	46	et	et	PROPN
fsr-4002	55	47	al	al	PROPN
fsr-4002	55	48	.	.	PROPN
fsr-4002	55	49	,	,	PUNCT
fsr-4002	55	50	2023	2023	NUM
fsr-4002	55	51	,	,	PUNCT
fsr-4002	55	52	p.	p.	NOUN
fsr-4002	55	53	736	736	NUM
fsr-4002	55	54	)	)	PUNCT
fsr-4002	55	55	.	.	PUNCT
fsr-4002	56	1	social	social	ADJ
fsr-4002	56	2	media	medium	NOUN
fsr-4002	56	3	as	as	ADP
fsr-4002	56	4	a	a	DET
fsr-4002	56	5	tool	tool	NOUN
fsr-4002	56	6	to	to	PART
fsr-4002	56	7	express	express	VERB
fsr-4002	56	8	opinions	opinion	NOUN
fsr-4002	56	9	has	have	AUX
fsr-4002	56	10	become	become	VERB
fsr-4002	56	11	more	more	ADV
fsr-4002	56	12	popular	popular	ADJ
fsr-4002	56	13	as	as	SCONJ
fsr-4002	56	14	the	the	DET
fsr-4002	56	15	number	number	NOUN
fsr-4002	56	16	of	of	ADP
fsr-4002	56	17	users	user	NOUN
fsr-4002	56	18	has	have	AUX
fsr-4002	56	19	increased	increase	VERB
fsr-4002	56	20	with	with	ADP
fsr-4002	56	21	the	the	DET
fsr-4002	56	22	availability	availability	NOUN
fsr-4002	56	23	of	of	ADP
fsr-4002	56	24	the	the	DET
fsr-4002	56	25	internet	internet	NOUN
fsr-4002	56	26	(	(	PUNCT
fsr-4002	56	27	ortiz	ortiz	NOUN
fsr-4002	56	28	-	-	PUNCT
fsr-4002	56	29	ospina	ospina	PROPN
fsr-4002	56	30	,	,	PUNCT
fsr-4002	56	31	2019	2019	NUM
fsr-4002	56	32	)	)	PUNCT
fsr-4002	56	33	.	.	PUNCT
fsr-4002	57	1	while	while	SCONJ
fsr-4002	57	2	social	social	ADJ
fsr-4002	57	3	media	medium	NOUN
fsr-4002	57	4	may	may	AUX
fsr-4002	57	5	be	be	AUX
fsr-4002	57	6	used	use	VERB
fsr-4002	57	7	to	to	PART
fsr-4002	57	8	share	share	VERB
fsr-4002	57	9	various	various	ADJ
fsr-4002	57	10	types	type	NOUN
fsr-4002	57	11	of	of	ADP
fsr-4002	57	12	information	information	NOUN
fsr-4002	57	13	,	,	PUNCT
fsr-4002	57	14	it	it	PRON
fsr-4002	57	15	has	have	AUX
fsr-4002	57	16	also	also	ADV
fsr-4002	57	17	been	be	AUX
fsr-4002	57	18	used	use	VERB
fsr-4002	57	19	to	to	PART
fsr-4002	57	20	express	express	VERB
fsr-4002	57	21	sentiment	sentiment	NOUN
fsr-4002	57	22	on	on	ADP
fsr-4002	57	23	specific	specific	ADJ
fsr-4002	57	24	topics	topic	NOUN
fsr-4002	57	25	that	that	PRON
fsr-4002	57	26	affect	affect	VERB
fsr-4002	57	27	a	a	DET
fsr-4002	57	28	wide	wide	ADJ
fsr-4002	57	29	range	range	NOUN
fsr-4002	57	30	of	of	ADP
fsr-4002	57	31	individuals	individual	NOUN
fsr-4002	57	32	.	.	PUNCT
fsr-4002	58	1	considering	consider	VERB
fsr-4002	58	2	its	its	PRON
fsr-4002	58	3	massive	massive	ADJ
fsr-4002	58	4	growth	growth	NOUN
fsr-4002	58	5	,	,	PUNCT
fsr-4002	58	6	companies	company	NOUN
fsr-4002	58	7	and	and	CCONJ
fsr-4002	58	8	media	medium	NOUN
fsr-4002	58	9	organizations	organization	NOUN
fsr-4002	58	10	are	be	AUX
fsr-4002	58	11	interested	interested	ADJ
fsr-4002	58	12	in	in	ADP
fsr-4002	58	13	exploring	explore	VERB
fsr-4002	58	14	x	x	PROPN
fsr-4002	58	15	user	user	NOUN
fsr-4002	58	16	data	datum	NOUN
fsr-4002	58	17	as	as	ADP
fsr-4002	58	18	a	a	DET
fsr-4002	58	19	means	means	NOUN
fsr-4002	58	20	of	of	ADP
fsr-4002	58	21	detecting	detect	VERB
fsr-4002	58	22	user	user	NOUN
fsr-4002	58	23	sentiment	sentiment	NOUN
fsr-4002	58	24	on	on	ADP
fsr-4002	58	25	various	various	ADJ
fsr-4002	58	26	products	product	NOUN
fsr-4002	58	27	and	and	CCONJ
fsr-4002	58	28	services	service	NOUN
fsr-4002	58	29	(	(	PUNCT
fsr-4002	58	30	kouloumpis	kouloumpis	PROPN
fsr-4002	58	31	et	et	PROPN
fsr-4002	58	32	al	al	PROPN
fsr-4002	58	33	.	.	PROPN
fsr-4002	58	34	,	,	PUNCT
fsr-4002	58	35	2011	2011	NUM
fsr-4002	58	36	)	)	PUNCT
fsr-4002	58	37	.	.	PUNCT
fsr-4002	59	1	likewise	likewise	ADV
fsr-4002	59	2	,	,	PUNCT
fsr-4002	59	3	significant	significant	ADJ
fsr-4002	59	4	interest	interest	NOUN
fsr-4002	59	5	has	have	AUX
fsr-4002	59	6	developed	develop	VERB
fsr-4002	59	7	among	among	ADP
fsr-4002	59	8	researchers	researcher	NOUN
fsr-4002	59	9	for	for	ADP
fsr-4002	59	10	purposes	purpose	NOUN
fsr-4002	59	11	of	of	ADP
fsr-4002	59	12	better	well	ADJ
fsr-4002	59	13	understanding	understand	VERB
fsr-4002	59	14	the	the	DET
fsr-4002	59	15	public	public	NOUN
fsr-4002	59	16	’s	’s	PART
fsr-4002	59	17	opinion	opinion	NOUN
fsr-4002	59	18	on	on	ADP
fsr-4002	59	19	important	important	ADJ
fsr-4002	59	20	topics	topic	NOUN
fsr-4002	59	21	.	.	PUNCT
fsr-4002	60	1	what	what	PRON
fsr-4002	60	2	makes	make	VERB
fsr-4002	60	3	x	x	PART
fsr-4002	60	4	(	(	PUNCT
fsr-4002	60	5	and	and	CCONJ
fsr-4002	60	6	social	social	ADJ
fsr-4002	60	7	media	medium	NOUN
fsr-4002	60	8	in	in	ADP
fsr-4002	60	9	general	general	ADJ
fsr-4002	60	10	)	)	PUNCT
fsr-4002	60	11	advantageous	advantageous	ADJ
fsr-4002	60	12	from	from	ADP
fsr-4002	60	13	a	a	DET
fsr-4002	60	14	research	research	NOUN
fsr-4002	60	15	standpoint	standpoint	NOUN
fsr-4002	60	16	is	be	AUX
fsr-4002	60	17	that	that	SCONJ
fsr-4002	60	18	it	it	PRON
fsr-4002	60	19	provides	provide	VERB
fsr-4002	60	20	insight	insight	NOUN
fsr-4002	60	21	into	into	ADP
fsr-4002	60	22	the	the	DET
fsr-4002	60	23	minds	mind	NOUN
fsr-4002	60	24	of	of	ADP
fsr-4002	60	25	users	user	NOUN
fsr-4002	60	26	by	by	ADP
fsr-4002	60	27	the	the	DET
fsr-4002	60	28	voluntary	voluntary	ADJ
fsr-4002	60	29	posting	posting	NOUN
fsr-4002	60	30	of	of	ADP
fsr-4002	60	31	their	their	PRON
fsr-4002	60	32	thoughts	thought	NOUN
fsr-4002	60	33	,	,	PUNCT
fsr-4002	60	34	expressions	expression	NOUN
fsr-4002	60	35	,	,	PUNCT
fsr-4002	60	36	as	as	ADV
fsr-4002	60	37	well	well	ADV
fsr-4002	60	38	as	as	ADP
fsr-4002	60	39	their	their	PRON
fsr-4002	60	40	interactions	interaction	NOUN
fsr-4002	60	41	with	with	ADP
fsr-4002	60	42	other	other	ADJ
fsr-4002	60	43	platform	platform	NOUN
fsr-4002	60	44	users	user	NOUN
fsr-4002	60	45	in	in	ADP
fsr-4002	60	46	“	"	PUNCT
fsr-4002	60	47	a	a	DET
fsr-4002	60	48	naturalistic	naturalistic	ADJ
fsr-4002	60	49	setting	setting	NOUN
fsr-4002	60	50	”	"	PUNCT
fsr-4002	60	51	(	(	PUNCT
fsr-4002	60	52	de	de	PROPN
fsr-4002	60	53	choudhury	choudhury	PROPN
fsr-4002	60	54	et	et	PROPN
fsr-4002	60	55	al	al	PROPN
fsr-4002	60	56	.	.	PROPN
fsr-4002	60	57	,	,	PUNCT
fsr-4002	60	58	2013	2013	NUM
fsr-4002	60	59	,	,	PUNCT
fsr-4002	60	60	p.	p.	NOUN
fsr-4002	60	61	128	128	NUM
fsr-4002	60	62	)	)	PUNCT
fsr-4002	60	63	and	and	CCONJ
fsr-4002	60	64	in	in	ADP
fsr-4002	60	65	real	real	ADJ
fsr-4002	60	66	-	-	PUNCT
fsr-4002	60	67	time	time	NOUN
fsr-4002	60	68	(	(	PUNCT
fsr-4002	60	69	edo	edo	PROPN
fsr-4002	60	70	-	-	PUNCT
fsr-4002	60	71	osagie	osagie	NOUN
fsr-4002	60	72	et	et	PROPN
fsr-4002	60	73	al	al	PROPN
fsr-4002	60	74	.	.	PROPN
fsr-4002	60	75	,	,	PUNCT
fsr-4002	60	76	2020	2020	NUM
fsr-4002	60	77	)	)	PUNCT
fsr-4002	60	78	.	.	PUNCT
fsr-4002	61	1	chancellor	chancellor	NOUN
fsr-4002	61	2	et	et	PROPN
fsr-4002	61	3	al	al	PROPN
fsr-4002	61	4	.	.	PROPN
fsr-4002	61	5	(	(	PUNCT
fsr-4002	61	6	2020	2020	NUM
fsr-4002	61	7	)	)	PUNCT
fsr-4002	61	8	note	note	VERB
fsr-4002	61	9	that	that	SCONJ
fsr-4002	61	10	new	new	ADJ
fsr-4002	61	11	computational	computational	ADJ
fsr-4002	61	12	methods	method	NOUN
fsr-4002	61	13	of	of	ADP
fsr-4002	61	14	social	social	ADJ
fsr-4002	61	15	media	medium	NOUN
fsr-4002	61	16	data	datum	NOUN
fsr-4002	61	17	analysis	analysis	NOUN
fsr-4002	61	18	could	could	AUX
fsr-4002	61	19	make	make	VERB
fsr-4002	61	20	significant	significant	ADJ
fsr-4002	61	21	differences	difference	NOUN
fsr-4002	61	22	,	,	PUNCT
fsr-4002	61	23	such	such	ADJ
fsr-4002	61	24	as	as	ADP
fsr-4002	61	25	using	use	VERB
fsr-4002	61	26	social	social	ADJ
fsr-4002	61	27	media	medium	NOUN
fsr-4002	61	28	data	datum	NOUN
fsr-4002	61	29	to	to	PART
fsr-4002	61	30	identify	identify	VERB
fsr-4002	61	31	and	and	CCONJ
fsr-4002	61	32	provide	provide	VERB
fsr-4002	61	33	interventions	intervention	NOUN
fsr-4002	61	34	for	for	ADP
fsr-4002	61	35	risky	risky	ADJ
fsr-4002	61	36	behavior	behavior	NOUN
fsr-4002	61	37	.	.	PUNCT
fsr-4002	62	1	the	the	DET
fsr-4002	62	2	significant	significant	ADJ
fsr-4002	62	3	number	number	NOUN
fsr-4002	62	4	of	of	ADP
fsr-4002	62	5	users	user	NOUN
fsr-4002	62	6	also	also	ADV
fsr-4002	62	7	provides	provide	VERB
fsr-4002	62	8	a	a	DET
fsr-4002	62	9	benefit	benefit	NOUN
fsr-4002	62	10	to	to	ADP
fsr-4002	62	11	researchers	researcher	NOUN
fsr-4002	62	12	in	in	ADP
fsr-4002	62	13	that	that	SCONJ
fsr-4002	62	14	there	there	PRON
fsr-4002	62	15	are	be	VERB
fsr-4002	62	16	a	a	DET
fsr-4002	62	17	large	large	ADJ
fsr-4002	62	18	sample	sample	NOUN
fsr-4002	62	19	of	of	ADP
fsr-4002	62	20	tweets	tweet	NOUN
fsr-4002	62	21	to	to	PART
fsr-4002	62	22	look	look	VERB
fsr-4002	62	23	at	at	ADP
fsr-4002	62	24	.	.	PUNCT
fsr-4002	63	1	as	as	ADP
fsr-4002	63	2	zimbra	zimbra	X
fsr-4002	63	3	et	et	NOUN
fsr-4002	63	4	al	al	PROPN
fsr-4002	63	5	.	.	PROPN
fsr-4002	64	1	(	(	PUNCT
fsr-4002	64	2	2018	2018	NUM
fsr-4002	64	3	,	,	PUNCT
fsr-4002	64	4	p.	p.	NOUN
fsr-4002	64	5	24	24	NUM
fsr-4002	64	6	)	)	PUNCT
fsr-4002	64	7	notes	note	NOUN
fsr-4002	64	8	,	,	PUNCT
fsr-4002	64	9	“	"	PUNCT
fsr-4002	64	10	many	many	ADJ
fsr-4002	64	11	researchers	researcher	NOUN
fsr-4002	64	12	and	and	CCONJ
fsr-4002	64	13	firms	firm	NOUN
fsr-4002	64	14	have	have	AUX
fsr-4002	64	15	recognized	recognize	VERB
fsr-4002	64	16	that	that	SCONJ
fsr-4002	64	17	valuable	valuable	ADJ
fsr-4002	64	18	insights	insight	NOUN
fsr-4002	64	19	on	on	ADP
fsr-4002	64	20	issues	issue	NOUN
fsr-4002	64	21	related	relate	VERB
fsr-4002	64	22	to	to	ADP
fsr-4002	64	23	business	business	NOUN
fsr-4002	64	24	and	and	CCONJ
fsr-4002	64	25	society	society	NOUN
fsr-4002	64	26	may	may	AUX
fsr-4002	64	27	be	be	AUX
fsr-4002	64	28	achieved	achieve	VERB
fsr-4002	64	29	by	by	ADP
fsr-4002	64	30	analyzing	analyze	VERB
fsr-4002	64	31	the	the	DET
fsr-4002	64	32	opinions	opinion	NOUN
fsr-4002	64	33	expressed	express	VERB
fsr-4002	64	34	in	in	ADP
fsr-4002	64	35	the	the	DET
fsr-4002	64	36	abundance	abundance	NOUN
fsr-4002	64	37	of	of	ADP
fsr-4002	64	38	tweets	tweet	NOUN
fsr-4002	64	39	”	"	PUNCT
fsr-4002	64	40	.	.	PUNCT
fsr-4002	65	1	the	the	DET
fsr-4002	65	2	use	use	NOUN
fsr-4002	65	3	of	of	ADP
fsr-4002	65	4	social	social	ADJ
fsr-4002	65	5	media	medium	NOUN
fsr-4002	65	6	data	datum	NOUN
fsr-4002	65	7	in	in	ADP
fsr-4002	65	8	research	research	NOUN
fsr-4002	65	9	harvesting	harvesting	NOUN
fsr-4002	65	10	social	social	ADJ
fsr-4002	65	11	media	medium	NOUN
fsr-4002	65	12	data	datum	NOUN
fsr-4002	65	13	is	be	AUX
fsr-4002	65	14	a	a	DET
fsr-4002	65	15	non	non	ADJ
fsr-4002	65	16	-	-	ADJ
fsr-4002	65	17	traditional	traditional	ADJ
fsr-4002	65	18	means	mean	NOUN
fsr-4002	65	19	of	of	ADP
fsr-4002	65	20	obtaining	obtain	VERB
fsr-4002	65	21	the	the	DET
fsr-4002	65	22	opinions	opinion	NOUN
fsr-4002	65	23	and	and	CCONJ
fsr-4002	65	24	sentiment	sentiment	NOUN
fsr-4002	65	25	of	of	ADP
fsr-4002	65	26	subjects	subject	NOUN
fsr-4002	65	27	.	.	PUNCT
fsr-4002	66	1	traditional	traditional	ADJ
fsr-4002	66	2	forms	form	NOUN
fsr-4002	66	3	of	of	ADP
fsr-4002	66	4	gathering	gather	VERB
fsr-4002	66	5	opinion	opinion	NOUN
fsr-4002	66	6	and	and	CCONJ
fsr-4002	66	7	sentiment	sentiment	NOUN
fsr-4002	66	8	data	datum	NOUN
fsr-4002	66	9	include	include	VERB
fsr-4002	66	10	the	the	DET
fsr-4002	66	11	use	use	NOUN
fsr-4002	66	12	of	of	ADP
fsr-4002	66	13	surveys	survey	NOUN
fsr-4002	66	14	to	to	PART
fsr-4002	66	15	try	try	VERB
fsr-4002	66	16	to	to	PART
fsr-4002	66	17	determine	determine	VERB
fsr-4002	66	18	how	how	SCONJ
fsr-4002	66	19	study	study	NOUN
fsr-4002	66	20	participants	participant	NOUN
fsr-4002	66	21	feel	feel	VERB
fsr-4002	66	22	about	about	ADP
fsr-4002	66	23	a	a	DET
fsr-4002	66	24	particular	particular	ADJ
fsr-4002	66	25	issue	issue	NOUN
fsr-4002	66	26	.	.	PUNCT
fsr-4002	67	1	the	the	DET
fsr-4002	67	2	internet	internet	NOUN
fsr-4002	67	3	and	and	CCONJ
fsr-4002	67	4	modern	modern	ADJ
fsr-4002	67	5	technologies	technology	NOUN
fsr-4002	67	6	have	have	AUX
fsr-4002	67	7	created	create	VERB
fsr-4002	67	8	new	new	ADJ
fsr-4002	67	9	spaces	space	NOUN
fsr-4002	67	10	for	for	SCONJ
fsr-4002	67	11	researchers	researcher	NOUN
fsr-4002	67	12	to	to	PART
fsr-4002	67	13	gather	gather	VERB
fsr-4002	67	14	data	datum	NOUN
fsr-4002	67	15	(	(	PUNCT
fsr-4002	67	16	edo	edo	PROPN
fsr-4002	67	17	-	-	PUNCT
fsr-4002	67	18	osagie	osagie	NOUN
fsr-4002	67	19	et	et	PROPN
fsr-4002	67	20	al	al	PROPN
fsr-4002	67	21	.	.	PROPN
fsr-4002	67	22	,	,	PUNCT
fsr-4002	67	23	2020	2020	NUM
fsr-4002	67	24	)	)	PUNCT
fsr-4002	67	25	.	.	PUNCT
fsr-4002	68	1	in	in	ADP
fsr-4002	68	2	their	their	PRON
fsr-4002	68	3	research	research	NOUN
fsr-4002	68	4	seeking	seek	VERB
fsr-4002	68	5	to	to	PART
fsr-4002	68	6	identify	identify	VERB
fsr-4002	68	7	depression	depression	NOUN
fsr-4002	68	8	on	on	ADP
fsr-4002	68	9	x	x	PROPN
fsr-4002	68	10	,	,	PUNCT
fsr-4002	68	11	nadeem	nadeem	PROPN
fsr-4002	68	12	et	et	PROPN
fsr-4002	68	13	al	al	PROPN
fsr-4002	68	14	.	.	PUNCT
fsr-4002	69	1	(	(	PUNCT
fsr-4002	69	2	2016	2016	NUM
fsr-4002	69	3	)	)	PUNCT
fsr-4002	69	4	found	find	VERB
fsr-4002	69	5	that	that	SCONJ
fsr-4002	69	6	social	social	ADJ
fsr-4002	69	7	media	medium	NOUN
fsr-4002	69	8	data	datum	NOUN
fsr-4002	69	9	represents	represent	VERB
fsr-4002	69	10	a	a	DET
fsr-4002	69	11	potential	potential	ADJ
fsr-4002	69	12	solution	solution	NOUN
fsr-4002	69	13	to	to	ADP
fsr-4002	69	14	problems	problem	NOUN
fsr-4002	69	15	that	that	PRON
fsr-4002	69	16	can	can	AUX
fsr-4002	69	17	arise	arise	VERB
fsr-4002	69	18	in	in	ADP
fsr-4002	69	19	self	self	NOUN
fsr-4002	69	20	-	-	PUNCT
fsr-4002	69	21	reported	report	VERB
fsr-4002	69	22	depression	depression	NOUN
fsr-4002	69	23	questionnaires	questionnaire	NOUN
fsr-4002	69	24	in	in	ADP
fsr-4002	69	25	that	that	DET
fsr-4002	69	26	postings	posting	NOUN
fsr-4002	69	27	on	on	ADP
fsr-4002	69	28	social	social	ADJ
fsr-4002	69	29	media	medium	NOUN
fsr-4002	69	30	often	often	ADV
fsr-4002	69	31	provide	provide	VERB
fsr-4002	69	32	a	a	DET
fsr-4002	69	33	window	window	NOUN
fsr-4002	69	34	directly	directly	ADV
fsr-4002	69	35	into	into	ADP
fsr-4002	69	36	the	the	DET
fsr-4002	69	37	state	state	NOUN
fsr-4002	69	38	of	of	ADP
fsr-4002	69	39	mind	mind	NOUN
fsr-4002	69	40	of	of	ADP
fsr-4002	69	41	the	the	DET
fsr-4002	69	42	social	social	ADJ
fsr-4002	69	43	media	medium	NOUN
fsr-4002	69	44	user	user	NOUN
fsr-4002	69	45	.	.	PUNCT
fsr-4002	70	1	researchers	researcher	NOUN
fsr-4002	70	2	can	can	AUX
fsr-4002	70	3	use	use	VERB
fsr-4002	70	4	social	social	ADJ
fsr-4002	70	5	media	medium	NOUN
fsr-4002	70	6	data	datum	NOUN
fsr-4002	70	7	to	to	PART
fsr-4002	70	8	“	"	PUNCT
fsr-4002	70	9	automatically	automatically	ADV
fsr-4002	70	10	identify	identify	VERB
fsr-4002	70	11	self	self	NOUN
fsr-4002	70	12	-	-	PUNCT
fsr-4002	70	13	expressions	expression	NOUN
fsr-4002	70	14	”	"	PUNCT
fsr-4002	70	15	in	in	ADP
fsr-4002	70	16	the	the	DET
fsr-4002	70	17	construction	construction	NOUN
fsr-4002	70	18	of	of	ADP
fsr-4002	70	19	a	a	DET
fsr-4002	70	20	given	give	VERB
fsr-4002	70	21	data	datum	NOUN
fsr-4002	70	22	set	set	NOUN
fsr-4002	70	23	(	(	PUNCT
fsr-4002	70	24	coppersmith	coppersmith	PROPN
fsr-4002	70	25	et	et	PROPN
fsr-4002	70	26	al	al	PROPN
fsr-4002	70	27	.	.	PROPN
fsr-4002	70	28	2014	2014	NUM
fsr-4002	70	29	,	,	PUNCT
fsr-4002	70	30	p.	p.	NOUN
fsr-4002	70	31	52	52	NUM
fsr-4002	70	32	)	)	PUNCT
fsr-4002	70	33	.	.	PUNCT
fsr-4002	71	1	limited	limited	ADJ
fsr-4002	71	2	research	research	NOUN
fsr-4002	71	3	has	have	AUX
fsr-4002	71	4	been	be	AUX
fsr-4002	71	5	conducted	conduct	VERB
fsr-4002	71	6	to	to	ADP
fsr-4002	71	7	date	date	NOUN
fsr-4002	71	8	using	use	VERB
fsr-4002	71	9	social	social	ADJ
fsr-4002	71	10	media	medium	NOUN
fsr-4002	71	11	and	and	CCONJ
fsr-4002	71	12	x	x	X
fsr-4002	71	13	for	for	ADP
fsr-4002	71	14	analysis	analysis	NOUN
fsr-4002	71	15	of	of	ADP
fsr-4002	71	16	student	student	NOUN
fsr-4002	71	17	loans	loan	NOUN
fsr-4002	71	18	.	.	PUNCT
fsr-4002	72	1	one	one	NUM
fsr-4002	72	2	notable	notable	ADJ
fsr-4002	72	3	exception	exception	NOUN
fsr-4002	72	4	is	be	AUX
fsr-4002	72	5	a	a	DET
fsr-4002	72	6	2023	2023	NUM
fsr-4002	72	7	study	study	NOUN
fsr-4002	72	8	by	by	ADP
fsr-4002	72	9	sinha	sinha	PROPN
fsr-4002	72	10	et	et	PROPN
fsr-4002	72	11	al	al	PROPN
fsr-4002	72	12	.	.	PUNCT
fsr-4002	73	1	looking	look	VERB
fsr-4002	73	2	at	at	ADP
fsr-4002	73	3	student	student	NOUN
fsr-4002	73	4	loans	loan	NOUN
fsr-4002	73	5	and	and	CCONJ
fsr-4002	73	6	mental	mental	ADJ
fsr-4002	73	7	health	health	NOUN
fsr-4002	73	8	expressions	expression	NOUN
fsr-4002	73	9	on	on	ADP
fsr-4002	73	10	reddit	reddit	NOUN
fsr-4002	73	11	and	and	CCONJ
fsr-4002	73	12	x.	x.	PROPN
fsr-4002	73	13	sinha	sinha	PROPN
fsr-4002	73	14	et	et	PROPN
fsr-4002	73	15	al	al	PROPN
fsr-4002	73	16	.	.	PROPN
fsr-4002	74	1	(	(	PUNCT
fsr-4002	74	2	2023	2023	NUM
fsr-4002	74	3	)	)	PUNCT
fsr-4002	74	4	used	use	VERB
fsr-4002	74	5	scarcity	scarcity	NOUN
fsr-4002	74	6	theory	theory	NOUN
fsr-4002	74	7	to	to	PART
fsr-4002	74	8	explore	explore	VERB
fsr-4002	74	9	reddit	reddit	NOUN
fsr-4002	74	10	and	and	CCONJ
fsr-4002	74	11	x	x	NOUN
fsr-4002	74	12	data	datum	NOUN
fsr-4002	74	13	to	to	PART
fsr-4002	74	14	improve	improve	VERB
fsr-4002	74	15	understanding	understanding	NOUN
fsr-4002	74	16	of	of	ADP
fsr-4002	74	17	the	the	DET
fsr-4002	74	18	relationship	relationship	NOUN
fsr-4002	74	19	between	between	ADP
fsr-4002	74	20	student	student	NOUN
fsr-4002	74	21	loans	loan	NOUN
fsr-4002	74	22	and	and	CCONJ
fsr-4002	74	23	mental	mental	ADJ
fsr-4002	74	24	health	health	NOUN
fsr-4002	74	25	.	.	PUNCT
fsr-4002	75	1	they	they	PRON
fsr-4002	75	2	found	find	VERB
fsr-4002	75	3	that	that	SCONJ
fsr-4002	75	4	social	social	ADJ
fsr-4002	75	5	media	medium	NOUN
fsr-4002	75	6	posts	post	NOUN
fsr-4002	75	7	about	about	ADP
fsr-4002	75	8	anderson	anderson	PROPN
fsr-4002	75	9	et	et	PROPN
fsr-4002	75	10	al	al	PROPN
fsr-4002	75	11	.	.	PROPN
fsr-4002	75	12	39	39	NUM
fsr-4002	75	13	student	student	NOUN
fsr-4002	75	14	loans	loan	NOUN
fsr-4002	75	15	were	be	AUX
fsr-4002	75	16	associated	associate	VERB
fsr-4002	75	17	with	with	ADP
fsr-4002	75	18	negative	negative	ADJ
fsr-4002	75	19	sentiment	sentiment	NOUN
fsr-4002	75	20	and	and	CCONJ
fsr-4002	75	21	had	have	VERB
fsr-4002	75	22	a	a	DET
fsr-4002	75	23	higher	high	ADJ
fsr-4002	75	24	likelihood	likelihood	NOUN
fsr-4002	75	25	of	of	ADP
fsr-4002	75	26	containing	contain	VERB
fsr-4002	75	27	expressions	expression	NOUN
fsr-4002	75	28	of	of	ADP
fsr-4002	75	29	sadness	sadness	NOUN
fsr-4002	75	30	and	and	CCONJ
fsr-4002	75	31	fear	fear	NOUN
fsr-4002	75	32	.	.	PUNCT
fsr-4002	76	1	a	a	DET
fsr-4002	76	2	large	large	ADJ
fsr-4002	76	3	body	body	NOUN
fsr-4002	76	4	of	of	ADP
fsr-4002	76	5	work	work	NOUN
fsr-4002	76	6	used	use	VERB
fsr-4002	76	7	x	x	PUNCT
fsr-4002	76	8	and	and	CCONJ
fsr-4002	76	9	other	other	ADJ
fsr-4002	76	10	social	social	ADJ
fsr-4002	76	11	media	medium	NOUN
fsr-4002	76	12	data	datum	NOUN
fsr-4002	76	13	to	to	PART
fsr-4002	76	14	study	study	VERB
fsr-4002	76	15	mental	mental	ADJ
fsr-4002	76	16	illness	illness	NOUN
fsr-4002	76	17	and	and	CCONJ
fsr-4002	76	18	mood	mood	NOUN
fsr-4002	76	19	disorders	disorder	NOUN
fsr-4002	76	20	.	.	PUNCT
fsr-4002	77	1	in	in	ADP
fsr-4002	77	2	their	their	PRON
fsr-4002	77	3	review	review	NOUN
fsr-4002	77	4	of	of	ADP
fsr-4002	77	5	studies	study	NOUN
fsr-4002	77	6	attempting	attempt	VERB
fsr-4002	77	7	to	to	PART
fsr-4002	77	8	predict	predict	VERB
fsr-4002	77	9	mental	mental	ADJ
fsr-4002	77	10	illness	illness	NOUN
fsr-4002	77	11	,	,	PUNCT
fsr-4002	77	12	guntuku	guntuku	PROPN
fsr-4002	77	13	et	et	PROPN
fsr-4002	77	14	al	al	PROPN
fsr-4002	77	15	.	.	PROPN
fsr-4002	77	16	categorized	categorize	VERB
fsr-4002	77	17	studies	study	NOUN
fsr-4002	77	18	into	into	ADP
fsr-4002	77	19	two	two	NUM
fsr-4002	77	20	camps	camp	NOUN
fsr-4002	77	21	:	:	PUNCT
fsr-4002	77	22	finding	find	VERB
fsr-4002	77	23	correlates	correlate	VERB
fsr-4002	77	24	to	to	ADP
fsr-4002	77	25	,	,	PUNCT
fsr-4002	77	26	or	or	CCONJ
fsr-4002	77	27	identifying	identify	VERB
fsr-4002	77	28	,	,	PUNCT
fsr-4002	77	29	mental	mental	ADJ
fsr-4002	77	30	illness	illness	NOUN
fsr-4002	77	31	(	(	PUNCT
fsr-4002	77	32	2017	2017	NUM
fsr-4002	77	33	,	,	PUNCT
fsr-4002	77	34	p.	p.	NOUN
fsr-4002	77	35	43	43	NUM
fsr-4002	77	36	)	)	PUNCT
fsr-4002	77	37	.	.	PUNCT
fsr-4002	78	1	preoţiucpietro	preoţiucpietro	PROPN
fsr-4002	78	2	et	et	PROPN
fsr-4002	78	3	al	al	PROPN
fsr-4002	78	4	.	.	PROPN
fsr-4002	78	5	’s	’s	PART
fsr-4002	78	6	(	(	PUNCT
fsr-4002	78	7	2015	2015	NUM
fsr-4002	78	8	)	)	PUNCT
fsr-4002	78	9	research	research	NOUN
fsr-4002	78	10	focused	focus	VERB
fsr-4002	78	11	on	on	ADP
fsr-4002	78	12	predicting	predict	VERB
fsr-4002	78	13	“	"	PUNCT
fsr-4002	78	14	linguistic	linguistic	ADJ
fsr-4002	78	15	markers	marker	NOUN
fsr-4002	78	16	”	"	PUNCT
fsr-4002	78	17	of	of	ADP
fsr-4002	78	18	mental	mental	ADJ
fsr-4002	78	19	illness	illness	NOUN
fsr-4002	78	20	(	(	PUNCT
fsr-4002	78	21	p.	p.	NOUN
fsr-4002	78	22	28	28	NUM
fsr-4002	78	23	)	)	PUNCT
fsr-4002	78	24	while	while	SCONJ
fsr-4002	78	25	de	de	PROPN
fsr-4002	78	26	choudhury	choudhury	PROPN
fsr-4002	78	27	et	et	PROPN
fsr-4002	78	28	al	al	PROPN
fsr-4002	78	29	.	.	PROPN
fsr-4002	79	1	(	(	PUNCT
fsr-4002	79	2	2013	2013	NUM
fsr-4002	79	3	)	)	PUNCT
fsr-4002	79	4	predicted	predict	VERB
fsr-4002	79	5	major	major	ADJ
fsr-4002	79	6	depression	depression	NOUN
fsr-4002	79	7	using	use	VERB
fsr-4002	79	8	x.	x.	NOUN
fsr-4002	79	9	similarly	similarly	ADV
fsr-4002	79	10	,	,	PUNCT
fsr-4002	79	11	chancellor	chancellor	PROPN
fsr-4002	79	12	et	et	PROPN
fsr-4002	79	13	al	al	PROPN
fsr-4002	79	14	.	.	PROPN
fsr-4002	80	1	(	(	PUNCT
fsr-4002	80	2	2020	2020	NUM
fsr-4002	80	3	)	)	PUNCT
fsr-4002	80	4	used	use	VERB
fsr-4002	80	5	social	social	ADJ
fsr-4002	80	6	media	medium	NOUN
fsr-4002	80	7	data	datum	NOUN
fsr-4002	80	8	to	to	PART
fsr-4002	80	9	identify	identify	VERB
fsr-4002	80	10	mood	mood	NOUN
fsr-4002	80	11	and	and	CCONJ
fsr-4002	80	12	psychosocial	psychosocial	ADJ
fsr-4002	80	13	disorders	disorder	NOUN
fsr-4002	80	14	.	.	PUNCT
fsr-4002	81	1	reece	reece	PROPN
fsr-4002	81	2	et	et	PROPN
fsr-4002	81	3	al	al	PROPN
fsr-4002	81	4	.	.	PROPN
fsr-4002	82	1	(	(	PUNCT
fsr-4002	82	2	2017	2017	NUM
fsr-4002	82	3	,	,	PUNCT
fsr-4002	82	4	p.	p.	NOUN
fsr-4002	82	5	8)	8)	NUM
fsr-4002	82	6	used	use	VERB
fsr-4002	82	7	x	x	PART
fsr-4002	82	8	to	to	PART
fsr-4002	82	9	predict	predict	VERB
fsr-4002	82	10	depression	depression	NOUN
fsr-4002	82	11	and	and	CCONJ
fsr-4002	82	12	ptsd	ptsd	NOUN
fsr-4002	82	13	,	,	PUNCT
fsr-4002	82	14	noting	note	VERB
fsr-4002	82	15	that	that	SCONJ
fsr-4002	82	16	their	their	PRON
fsr-4002	82	17	“	"	PUNCT
fsr-4002	82	18	method	method	NOUN
fsr-4002	82	19	identified	identify	VERB
fsr-4002	82	20	these	these	DET
fsr-4002	82	21	mental	mental	ADJ
fsr-4002	82	22	health	health	NOUN
fsr-4002	82	23	conditions	condition	NOUN
fsr-4002	82	24	earlier	early	ADV
fsr-4002	82	25	and	and	CCONJ
fsr-4002	82	26	more	more	ADV
fsr-4002	82	27	accurately	accurately	ADV
fsr-4002	82	28	than	than	ADP
fsr-4002	82	29	the	the	DET
fsr-4002	82	30	performance	performance	NOUN
fsr-4002	82	31	of	of	ADP
fsr-4002	82	32	trained	train	VERB
fsr-4002	82	33	health	health	NOUN
fsr-4002	82	34	professionals	professional	NOUN
fsr-4002	82	35	,	,	PUNCT
fsr-4002	82	36	and	and	CCONJ
fsr-4002	82	37	was	be	AUX
fsr-4002	82	38	more	more	ADV
fsr-4002	82	39	precise	precise	ADJ
fsr-4002	82	40	than	than	ADP
fsr-4002	82	41	previous	previous	ADJ
fsr-4002	82	42	computational	computational	ADJ
fsr-4002	82	43	approaches	approach	NOUN
fsr-4002	82	44	”	"	PUNCT
fsr-4002	82	45	.	.	PUNCT
fsr-4002	83	1	finally	finally	ADV
fsr-4002	83	2	,	,	PUNCT
fsr-4002	83	3	coppersmith	coppersmith	PROPN
fsr-4002	83	4	et	et	PROPN
fsr-4002	83	5	al	al	PROPN
fsr-4002	83	6	.	.	PROPN
fsr-4002	84	1	(	(	PUNCT
fsr-4002	84	2	2018	2018	NUM
fsr-4002	84	3	)	)	PUNCT
fsr-4002	84	4	demonstrated	demonstrate	VERB
fsr-4002	84	5	how	how	SCONJ
fsr-4002	84	6	automatic	automatic	ADJ
fsr-4002	84	7	procedures	procedure	NOUN
fsr-4002	84	8	using	use	VERB
fsr-4002	84	9	social	social	ADJ
fsr-4002	84	10	media	medium	NOUN
fsr-4002	84	11	data	datum	NOUN
fsr-4002	84	12	and	and	CCONJ
fsr-4002	84	13	natural	natural	ADJ
fsr-4002	84	14	language	language	NOUN
fsr-4002	84	15	processing	processing	NOUN
fsr-4002	84	16	(	(	PUNCT
fsr-4002	84	17	nlp	nlp	NOUN
fsr-4002	84	18	)	)	PUNCT
fsr-4002	84	19	can	can	AUX
fsr-4002	84	20	detect	detect	VERB
fsr-4002	84	21	suicide	suicide	NOUN
fsr-4002	84	22	risk	risk	NOUN
fsr-4002	84	23	.	.	PUNCT
fsr-4002	85	1	considering	consider	VERB
fsr-4002	85	2	the	the	DET
fsr-4002	85	3	unique	unique	ADJ
fsr-4002	85	4	way	way	NOUN
fsr-4002	85	5	individuals	individual	NOUN
fsr-4002	85	6	use	use	VERB
fsr-4002	85	7	social	social	ADJ
fsr-4002	85	8	media	medium	NOUN
fsr-4002	85	9	,	,	PUNCT
fsr-4002	85	10	researchers	researcher	NOUN
fsr-4002	85	11	are	be	AUX
fsr-4002	85	12	naturally	naturally	ADV
fsr-4002	85	13	attracted	attract	VERB
fsr-4002	85	14	to	to	ADP
fsr-4002	85	15	it	it	PRON
fsr-4002	85	16	as	as	ADP
fsr-4002	85	17	a	a	DET
fsr-4002	85	18	means	means	NOUN
fsr-4002	85	19	of	of	ADP
fsr-4002	85	20	examining	examine	VERB
fsr-4002	85	21	a	a	DET
fsr-4002	85	22	variety	variety	NOUN
fsr-4002	85	23	of	of	ADP
fsr-4002	85	24	behaviors	behavior	NOUN
fsr-4002	85	25	,	,	PUNCT
fsr-4002	85	26	moods	mood	NOUN
fsr-4002	85	27	,	,	PUNCT
fsr-4002	85	28	opinions	opinion	NOUN
fsr-4002	85	29	,	,	PUNCT
fsr-4002	85	30	and	and	CCONJ
fsr-4002	85	31	sentiment	sentiment	NOUN
fsr-4002	85	32	.	.	PUNCT
fsr-4002	86	1	because	because	SCONJ
fsr-4002	86	2	x	x	PRON
fsr-4002	86	3	allows	allow	VERB
fsr-4002	86	4	users	user	NOUN
fsr-4002	86	5	to	to	PART
fsr-4002	86	6	express	express	VERB
fsr-4002	86	7	themselves	themselves	PRON
fsr-4002	86	8	and	and	CCONJ
fsr-4002	86	9	interact	interact	VERB
fsr-4002	86	10	with	with	ADP
fsr-4002	86	11	others	other	NOUN
fsr-4002	86	12	,	,	PUNCT
fsr-4002	86	13	researchers	researcher	NOUN
fsr-4002	86	14	can	can	AUX
fsr-4002	86	15	monitor	monitor	VERB
fsr-4002	86	16	sentiment	sentiment	NOUN
fsr-4002	86	17	and	and	CCONJ
fsr-4002	86	18	analyze	analyze	VERB
fsr-4002	86	19	data	datum	NOUN
fsr-4002	86	20	with	with	ADP
fsr-4002	86	21	relative	relative	ADJ
fsr-4002	86	22	ease	ease	NOUN
fsr-4002	86	23	.	.	PUNCT
fsr-4002	87	1	social	social	ADJ
fsr-4002	87	2	science	science	NOUN
fsr-4002	87	3	explores	explore	VERB
fsr-4002	87	4	the	the	DET
fsr-4002	87	5	interaction	interaction	NOUN
fsr-4002	87	6	of	of	ADP
fsr-4002	87	7	individuals	individual	NOUN
fsr-4002	87	8	in	in	ADP
fsr-4002	87	9	their	their	PRON
fsr-4002	87	10	environments	environment	NOUN
fsr-4002	87	11	with	with	ADP
fsr-4002	87	12	other	other	ADJ
fsr-4002	87	13	human	human	ADJ
fsr-4002	87	14	beings	being	NOUN
fsr-4002	87	15	,	,	PUNCT
fsr-4002	87	16	and	and	CCONJ
fsr-4002	87	17	x	x	PRON
fsr-4002	87	18	documents	document	NOUN
fsr-4002	87	19	these	these	DET
fsr-4002	87	20	interactions	interaction	NOUN
fsr-4002	87	21	in	in	ADP
fsr-4002	87	22	a	a	DET
fsr-4002	87	23	way	way	NOUN
fsr-4002	87	24	that	that	PRON
fsr-4002	87	25	can	can	AUX
fsr-4002	87	26	be	be	AUX
fsr-4002	87	27	informative	informative	ADJ
fsr-4002	87	28	to	to	ADP
fsr-4002	87	29	the	the	DET
fsr-4002	87	30	social	social	ADJ
fsr-4002	87	31	science	science	NOUN
fsr-4002	87	32	researcher	researcher	NOUN
fsr-4002	87	33	.	.	PUNCT
fsr-4002	88	1	in	in	ADP
fsr-4002	88	2	their	their	PRON
fsr-4002	88	3	research	research	NOUN
fsr-4002	88	4	,	,	PUNCT
fsr-4002	88	5	quantifying	quantify	VERB
fsr-4002	88	6	mental	mental	ADJ
fsr-4002	88	7	health	health	NOUN
fsr-4002	88	8	signals	signal	NOUN
fsr-4002	88	9	in	in	ADP
fsr-4002	88	10	twitter	twitter	NOUN
fsr-4002	88	11	,	,	PUNCT
fsr-4002	88	12	coppersmith	coppersmith	PROPN
fsr-4002	88	13	et	et	PROPN
fsr-4002	88	14	al	al	PROPN
fsr-4002	88	15	.	.	PROPN
fsr-4002	88	16	noted	note	VERB
fsr-4002	88	17	that	that	SCONJ
fsr-4002	88	18	“	"	PUNCT
fsr-4002	88	19	social	social	ADJ
fsr-4002	88	20	media	medium	NOUN
fsr-4002	88	21	is	be	AUX
fsr-4002	88	22	by	by	ADP
fsr-4002	88	23	nature	nature	NOUN
fsr-4002	88	24	social	social	ADJ
fsr-4002	88	25	,	,	PUNCT
fsr-4002	88	26	which	which	PRON
fsr-4002	88	27	means	mean	VERB
fsr-4002	88	28	that	that	SCONJ
fsr-4002	88	29	social	social	ADJ
fsr-4002	88	30	patterns	pattern	NOUN
fsr-4002	88	31	,	,	PUNCT
fsr-4002	88	32	a	a	DET
fsr-4002	88	33	critical	critical	ADJ
fsr-4002	88	34	part	part	NOUN
fsr-4002	88	35	of	of	ADP
fsr-4002	88	36	mental	mental	ADJ
fsr-4002	88	37	health	health	NOUN
fsr-4002	88	38	and	and	CCONJ
fsr-4002	88	39	illness	illness	NOUN
fsr-4002	88	40	,	,	PUNCT
fsr-4002	88	41	may	may	AUX
fsr-4002	88	42	be	be	AUX
fsr-4002	88	43	readily	readily	ADV
fsr-4002	88	44	observable	observable	ADJ
fsr-4002	88	45	in	in	ADP
fsr-4002	88	46	raw	raw	ADJ
fsr-4002	88	47	twitter	twitter	NOUN
fsr-4002	88	48	data	datum	NOUN
fsr-4002	88	49	.	.	PUNCT
fsr-4002	88	50	”	"	PUNCT
fsr-4002	89	1	(	(	PUNCT
fsr-4002	89	2	2014	2014	NUM
fsr-4002	89	3	,	,	PUNCT
fsr-4002	89	4	p.	p.	NOUN
fsr-4002	89	5	51	51	NUM
fsr-4002	89	6	)	)	PUNCT
fsr-4002	89	7	.	.	PUNCT
fsr-4002	90	1	coppersmith	coppersmith	PROPN
fsr-4002	90	2	et	et	PROPN
fsr-4002	90	3	al	al	PROPN
fsr-4002	90	4	.	.	PROPN
fsr-4002	91	1	(	(	PUNCT
fsr-4002	91	2	2014	2014	NUM
fsr-4002	91	3	)	)	PUNCT
fsr-4002	91	4	successfully	successfully	ADV
fsr-4002	91	5	used	use	VERB
fsr-4002	91	6	x	x	PUNCT
fsr-4002	91	7	data	datum	NOUN
fsr-4002	91	8	to	to	PART
fsr-4002	91	9	perform	perform	VERB
fsr-4002	91	10	individual	individual	ADJ
fsr-4002	91	11	and	and	CCONJ
fsr-4002	91	12	population	population	NOUN
fsr-4002	91	13	-	-	PUNCT
fsr-4002	91	14	level	level	NOUN
fsr-4002	91	15	analyses	analysis	NOUN
fsr-4002	91	16	to	to	PART
fsr-4002	91	17	identify	identify	VERB
fsr-4002	91	18	mental	mental	ADJ
fsr-4002	91	19	health	health	NOUN
fsr-4002	91	20	disorder	disorder	NOUN
fsr-4002	91	21	signals	signal	NOUN
fsr-4002	91	22	for	for	ADP
fsr-4002	91	23	depression	depression	NOUN
fsr-4002	91	24	,	,	PUNCT
fsr-4002	91	25	bipolar	bipolar	ADJ
fsr-4002	91	26	disorder	disorder	NOUN
fsr-4002	91	27	,	,	PUNCT
fsr-4002	91	28	post	post	ADJ
fsr-4002	91	29	-	-	ADJ
fsr-4002	91	30	traumatic	traumatic	ADJ
fsr-4002	91	31	stress	stress	NOUN
fsr-4002	91	32	disorder	disorder	NOUN
fsr-4002	91	33	,	,	PUNCT
fsr-4002	91	34	and	and	CCONJ
fsr-4002	91	35	seasonal	seasonal	ADJ
fsr-4002	91	36	affective	affective	ADJ
fsr-4002	91	37	disorder	disorder	NOUN
fsr-4002	91	38	.	.	PUNCT
fsr-4002	92	1	in	in	ADP
fsr-4002	92	2	another	another	DET
fsr-4002	92	3	study	study	NOUN
fsr-4002	92	4	,	,	PUNCT
fsr-4002	92	5	coppersmith	coppersmith	PROPN
fsr-4002	92	6	et	et	PROPN
fsr-4002	92	7	al	al	PROPN
fsr-4002	92	8	.	.	PROPN
fsr-4002	92	9	were	be	AUX
fsr-4002	92	10	able	able	ADJ
fsr-4002	92	11	to	to	PART
fsr-4002	92	12	“	"	PUNCT
fsr-4002	92	13	easily	easily	ADV
fsr-4002	92	14	and	and	CCONJ
fsr-4002	92	15	automatically	automatically	ADV
fsr-4002	92	16	”	"	PUNCT
fsr-4002	92	17	identify	identify	VERB
fsr-4002	92	18	x	x	NOUN
fsr-4002	92	19	users	user	NOUN
fsr-4002	92	20	with	with	ADP
fsr-4002	92	21	ptsd	ptsd	NOUN
fsr-4002	92	22	by	by	ADP
fsr-4002	92	23	“	"	PUNCT
fsr-4002	92	24	scanning	scan	VERB
fsr-4002	92	25	for	for	ADP
fsr-4002	92	26	tweets	tweet	NOUN
fsr-4002	92	27	expressing	express	VERB
fsr-4002	92	28	explicit	explicit	ADJ
fsr-4002	92	29	diagnoses	diagnosis	NOUN
fsr-4002	92	30	”	"	PUNCT
fsr-4002	92	31	instead	instead	ADV
fsr-4002	92	32	of	of	ADP
fsr-4002	92	33	relying	rely	VERB
fsr-4002	92	34	on	on	ADP
fsr-4002	92	35	“	"	PUNCT
fsr-4002	92	36	traditional	traditional	ADJ
fsr-4002	92	37	ptsd	ptsd	NOUN
fsr-4002	92	38	diagnostic	diagnostic	ADJ
fsr-4002	92	39	tools	tool	NOUN
fsr-4002	92	40	”	"	PUNCT
fsr-4002	92	41	(	(	PUNCT
fsr-4002	92	42	2014	2014	NUM
fsr-4002	92	43	,	,	PUNCT
fsr-4002	92	44	p.	p.	NOUN
fsr-4002	92	45	579	579	NUM
fsr-4002	92	46	)	)	PUNCT
fsr-4002	92	47	.	.	PUNCT
fsr-4002	93	1	tsugawa	tsugawa	NOUN
fsr-4002	93	2	et	et	PROPN
fsr-4002	93	3	al	al	PROPN
fsr-4002	93	4	.	.	PROPN
fsr-4002	94	1	(	(	PUNCT
fsr-4002	94	2	2015	2015	NUM
fsr-4002	94	3	,	,	PUNCT
fsr-4002	94	4	p.	p.	NOUN
fsr-4002	94	5	9	9	NUM
fsr-4002	94	6	)	)	PUNCT
fsr-4002	94	7	found	find	VERB
fsr-4002	94	8	that	that	SCONJ
fsr-4002	94	9	by	by	ADP
fsr-4002	94	10	analyzing	analyze	VERB
fsr-4002	94	11	x	x	SYM
fsr-4002	94	12	user	user	NOUN
fsr-4002	94	13	history	history	NOUN
fsr-4002	94	14	data	datum	NOUN
fsr-4002	94	15	that	that	SCONJ
fsr-4002	94	16	“	"	PUNCT
fsr-4002	94	17	depression	depression	NOUN
fsr-4002	94	18	can	can	AUX
fsr-4002	94	19	be	be	AUX
fsr-4002	94	20	recognized	recognize	VERB
fsr-4002	94	21	in	in	ADP
fsr-4002	94	22	users	user	NOUN
fsr-4002	94	23	with	with	ADP
fsr-4002	94	24	an	an	DET
fsr-4002	94	25	accuracy	accuracy	NOUN
fsr-4002	94	26	of	of	ADP
fsr-4002	94	27	approximately	approximately	ADV
fsr-4002	94	28	69	69	NUM
fsr-4002	94	29	%	%	NOUN
fsr-4002	94	30	”	"	PUNCT
fsr-4002	94	31	.	.	PUNCT
fsr-4002	95	1	while	while	SCONJ
fsr-4002	95	2	text	text	NOUN
fsr-4002	95	3	is	be	AUX
fsr-4002	95	4	typically	typically	ADV
fsr-4002	95	5	the	the	DET
fsr-4002	95	6	object	object	NOUN
fsr-4002	95	7	of	of	ADP
fsr-4002	95	8	analysis	analysis	NOUN
fsr-4002	95	9	for	for	ADP
fsr-4002	95	10	researchers	researcher	NOUN
fsr-4002	95	11	,	,	PUNCT
fsr-4002	95	12	guntuku	guntuku	PROPN
fsr-4002	95	13	et	et	PROPN
fsr-4002	95	14	al	al	PROPN
fsr-4002	95	15	.	.	PROPN
fsr-4002	95	16	looked	look	VERB
fsr-4002	95	17	at	at	ADP
fsr-4002	95	18	image	image	NOUN
fsr-4002	95	19	postings	posting	NOUN
fsr-4002	95	20	and	and	CCONJ
fsr-4002	95	21	profile	profile	VERB
fsr-4002	95	22	pictures	picture	NOUN
fsr-4002	95	23	on	on	ADP
fsr-4002	95	24	x	x	PUNCT
fsr-4002	95	25	for	for	ADP
fsr-4002	95	26	clues	clue	NOUN
fsr-4002	95	27	relating	relate	VERB
fsr-4002	95	28	to	to	ADP
fsr-4002	95	29	user	user	PROPN
fsr-4002	95	30	mental	mental	ADJ
fsr-4002	95	31	health	health	NOUN
fsr-4002	95	32	and	and	CCONJ
fsr-4002	95	33	found	find	VERB
fsr-4002	95	34	that	that	SCONJ
fsr-4002	95	35	anxious	anxious	ADJ
fsr-4002	95	36	users	user	NOUN
fsr-4002	95	37	tended	tend	VERB
fsr-4002	95	38	to	to	PART
fsr-4002	95	39	post	post	VERB
fsr-4002	95	40	more	more	ADJ
fsr-4002	95	41	photos	photo	NOUN
fsr-4002	95	42	,	,	PUNCT
fsr-4002	95	43	and	and	CCONJ
fsr-4002	95	44	both	both	PRON
fsr-4002	95	45	depressed	depressed	ADJ
fsr-4002	95	46	as	as	ADV
fsr-4002	95	47	well	well	ADV
fsr-4002	95	48	as	as	ADP
fsr-4002	95	49	anxious	anxious	ADJ
fsr-4002	95	50	users	user	NOUN
fsr-4002	95	51	posted	post	VERB
fsr-4002	95	52	images	image	NOUN
fsr-4002	95	53	“	"	PUNCT
fsr-4002	95	54	dominated	dominate	VERB
fsr-4002	95	55	by	by	ADP
fsr-4002	95	56	grayscale	grayscale	NOUN
fsr-4002	95	57	”	"	PUNCT
fsr-4002	95	58	(	(	PUNCT
fsr-4002	95	59	2019	2019	NUM
fsr-4002	95	60	,	,	PUNCT
fsr-4002	95	61	p.	p.	NOUN
fsr-4002	95	62	244	244	NUM
fsr-4002	95	63	)	)	PUNCT
fsr-4002	95	64	.	.	PUNCT
fsr-4002	96	1	edo	edo	PROPN
fsr-4002	96	2	-	-	PUNCT
fsr-4002	96	3	osagie	osagie	NOUN
fsr-4002	96	4	et	et	PROPN
fsr-4002	96	5	al	al	PROPN
fsr-4002	96	6	.	.	PROPN
fsr-4002	97	1	(	(	PUNCT
fsr-4002	97	2	2020	2020	NUM
fsr-4002	97	3	)	)	PUNCT
fsr-4002	97	4	undertook	undertake	VERB
fsr-4002	97	5	a	a	DET
fsr-4002	97	6	scoping	scope	VERB
fsr-4002	97	7	review	review	NOUN
fsr-4002	97	8	of	of	ADP
fsr-4002	97	9	the	the	DET
fsr-4002	97	10	use	use	NOUN
fsr-4002	97	11	of	of	ADP
fsr-4002	97	12	x	x	PUNCT
fsr-4002	97	13	for	for	ADP
fsr-4002	97	14	public	public	ADJ
fsr-4002	97	15	health	health	NOUN
fsr-4002	97	16	research	research	NOUN
fsr-4002	97	17	and	and	CCONJ
fsr-4002	97	18	found	find	VERB
fsr-4002	97	19	that	that	SCONJ
fsr-4002	97	20	studies	study	NOUN
fsr-4002	97	21	most	most	ADV
fsr-4002	97	22	often	often	ADV
fsr-4002	97	23	used	use	VERB
fsr-4002	97	24	x	x	PUNCT
fsr-4002	97	25	data	datum	NOUN
fsr-4002	97	26	for	for	ADP
fsr-4002	97	27	surveillance	surveillance	NOUN
fsr-4002	97	28	,	,	PUNCT
fsr-4002	97	29	event	event	NOUN
fsr-4002	97	30	detection	detection	NOUN
fsr-4002	97	31	,	,	PUNCT
fsr-4002	97	32	pharmacovigilance	pharmacovigilance	NOUN
fsr-4002	97	33	,	,	PUNCT
fsr-4002	97	34	forecasting	forecasting	NOUN
fsr-4002	97	35	,	,	PUNCT
fsr-4002	97	36	disease	disease	NOUN
fsr-4002	97	37	tracking	tracking	NOUN
fsr-4002	97	38	,	,	PUNCT
fsr-4002	97	39	and	and	CCONJ
fsr-4002	97	40	geographic	geographic	ADJ
fsr-4002	97	41	identification	identification	NOUN
fsr-4002	97	42	.	.	PUNCT
fsr-4002	98	1	sentiment	sentiment	NOUN
fsr-4002	98	2	analysis	analysis	NOUN
fsr-4002	98	3	the	the	DET
fsr-4002	98	4	vastness	vastness	NOUN
fsr-4002	98	5	of	of	ADP
fsr-4002	98	6	social	social	ADJ
fsr-4002	98	7	media	medium	NOUN
fsr-4002	98	8	calls	call	VERB
fsr-4002	98	9	for	for	ADP
fsr-4002	98	10	useful	useful	ADJ
fsr-4002	98	11	summarization	summarization	NOUN
fsr-4002	98	12	tools	tool	NOUN
fsr-4002	98	13	to	to	PART
fsr-4002	98	14	gain	gain	VERB
fsr-4002	98	15	insights	insight	NOUN
fsr-4002	98	16	into	into	ADP
fsr-4002	98	17	the	the	DET
fsr-4002	98	18	underlying	underlie	VERB
fsr-4002	98	19	data	datum	NOUN
fsr-4002	98	20	.	.	PUNCT
fsr-4002	99	1	sentiment	sentiment	NOUN
fsr-4002	99	2	analysis	analysis	NOUN
fsr-4002	99	3	can	can	AUX
fsr-4002	99	4	automate	automate	VERB
fsr-4002	99	5	this	this	DET
fsr-4002	99	6	otherwise	otherwise	ADV
fsr-4002	99	7	cumbersome	cumbersome	ADJ
fsr-4002	99	8	process	process	NOUN
fsr-4002	99	9	to	to	PART
fsr-4002	99	10	pull	pull	VERB
fsr-4002	99	11	opinionated	opinionated	ADJ
fsr-4002	99	12	data	datum	NOUN
fsr-4002	99	13	from	from	ADP
fsr-4002	99	14	massive	massive	ADJ
fsr-4002	99	15	datasets	dataset	NOUN
fsr-4002	99	16	(	(	PUNCT
fsr-4002	99	17	giachanou	giachanou	NOUN
fsr-4002	99	18	et	et	PROPN
fsr-4002	99	19	al	al	PROPN
fsr-4002	99	20	.	.	PROPN
fsr-4002	99	21	,	,	PUNCT
fsr-4002	99	22	2017	2017	NUM
fsr-4002	99	23	)	)	PUNCT
fsr-4002	99	24	.	.	PUNCT
fsr-4002	100	1	sentiment	sentiment	NOUN
fsr-4002	100	2	analysis	analysis	NOUN
fsr-4002	100	3	strives	strive	VERB
fsr-4002	100	4	to	to	PART
fsr-4002	100	5	improve	improve	VERB
fsr-4002	100	6	the	the	DET
fsr-4002	100	7	automatic	automatic	ADJ
fsr-4002	100	8	recognition	recognition	NOUN
fsr-4002	100	9	of	of	ADP
fsr-4002	100	10	sentiment	sentiment	NOUN
fsr-4002	100	11	within	within	ADP
fsr-4002	100	12	a	a	DET
fsr-4002	100	13	text	text	NOUN
fsr-4002	100	14	(	(	PUNCT
fsr-4002	100	15	zimbra	zimbra	NOUN
fsr-4002	100	16	et	et	NOUN
fsr-4002	100	17	al	al	PROPN
fsr-4002	100	18	.	.	PROPN
fsr-4002	100	19	,	,	PUNCT
fsr-4002	100	20	2018	2018	NUM
fsr-4002	100	21	)	)	PUNCT
fsr-4002	100	22	and	and	CCONJ
fsr-4002	100	23	detects	detect	NOUN
fsr-4002	100	24	opinions	opinion	NOUN
fsr-4002	100	25	based	base	VERB
fsr-4002	100	26	on	on	ADP
fsr-4002	100	27	features	feature	NOUN
fsr-4002	100	28	selected	select	VERB
fsr-4002	100	29	by	by	ADP
fsr-4002	100	30	researchers	researcher	NOUN
fsr-4002	100	31	(	(	PUNCT
fsr-4002	100	32	giachanou	giachanou	NOUN
fsr-4002	100	33	et	et	PROPN
fsr-4002	100	34	al	al	PROPN
fsr-4002	100	35	.	.	PROPN
fsr-4002	100	36	,	,	PUNCT
fsr-4002	100	37	2017	2017	NUM
fsr-4002	100	38	)	)	PUNCT
fsr-4002	100	39	.	.	PUNCT
fsr-4002	101	1	while	while	SCONJ
fsr-4002	101	2	there	there	PRON
fsr-4002	101	3	are	be	VERB
fsr-4002	101	4	a	a	DET
fsr-4002	101	5	variety	variety	NOUN
fsr-4002	101	6	of	of	ADP
fsr-4002	101	7	ways	way	NOUN
fsr-4002	101	8	to	to	PART
fsr-4002	101	9	seek	seek	VERB
fsr-4002	101	10	to	to	PART
fsr-4002	101	11	understand	understand	VERB
fsr-4002	101	12	student	student	NOUN
fsr-4002	101	13	loan	loan	NOUN
fsr-4002	101	14	sentiment	sentiment	NOUN
fsr-4002	101	15	among	among	ADP
fsr-4002	101	16	borrowers	borrower	NOUN
fsr-4002	101	17	,	,	PUNCT
fsr-4002	101	18	sentiment	sentiment	NOUN
fsr-4002	101	19	analysis	analysis	NOUN
fsr-4002	101	20	offers	offer	VERB
fsr-4002	101	21	a	a	DET
fsr-4002	101	22	unique	unique	ADJ
fsr-4002	101	23	opportunity	opportunity	NOUN
fsr-4002	101	24	.	.	PUNCT
fsr-4002	102	1	as	as	SCONJ
fsr-4002	102	2	noted	note	VERB
fsr-4002	102	3	previously	previously	ADV
fsr-4002	102	4	,	,	PUNCT
fsr-4002	102	5	automating	automate	VERB
fsr-4002	102	6	the	the	DET
fsr-4002	102	7	processing	processing	NOUN
fsr-4002	102	8	of	of	ADP
fsr-4002	102	9	large	large	ADJ
fsr-4002	102	10	chunks	chunk	NOUN
fsr-4002	102	11	of	of	ADP
fsr-4002	102	12	data	datum	NOUN
fsr-4002	102	13	is	be	AUX
fsr-4002	102	14	valuable	valuable	ADJ
fsr-4002	102	15	from	from	ADP
fsr-4002	102	16	an	an	DET
fsr-4002	102	17	efficiency	efficiency	NOUN
fsr-4002	102	18	and	and	CCONJ
fsr-4002	102	19	effectiveness	effectiveness	NOUN
fsr-4002	102	20	standpoint	standpoint	NOUN
fsr-4002	102	21	.	.	PUNCT
fsr-4002	103	1	most	most	ADV
fsr-4002	103	2	beneficial	beneficial	ADJ
fsr-4002	103	3	,	,	PUNCT
fsr-4002	103	4	in	in	ADP
fsr-4002	103	5	the	the	DET
fsr-4002	103	6	opinion	opinion	NOUN
fsr-4002	103	7	of	of	ADP
fsr-4002	103	8	the	the	DET
fsr-4002	103	9	authors	author	NOUN
fsr-4002	103	10	,	,	PUNCT
fsr-4002	103	11	is	be	AUX
fsr-4002	103	12	the	the	DET
fsr-4002	103	13	opportunity	opportunity	NOUN
fsr-4002	103	14	to	to	PART
fsr-4002	103	15	understand	understand	VERB
fsr-4002	103	16	borrower	borrower	NOUN
fsr-4002	103	17	sentiment	sentiment	NOUN
fsr-4002	103	18	as	as	SCONJ
fsr-4002	103	19	expressed	express	VERB
fsr-4002	103	20	by	by	ADP
fsr-4002	103	21	them	they	PRON
fsr-4002	103	22	without	without	ADP
fsr-4002	103	23	prompting	prompt	VERB
fsr-4002	103	24	from	from	ADP
fsr-4002	103	25	a	a	DET
fsr-4002	103	26	researcher	researcher	NOUN
fsr-4002	103	27	.	.	PUNCT
fsr-4002	104	1	in	in	ADP
fsr-4002	104	2	a	a	DET
fsr-4002	104	3	way	way	NOUN
fsr-4002	104	4	,	,	PUNCT
fsr-4002	104	5	sentiment	sentiment	NOUN
fsr-4002	104	6	analysis	analysis	NOUN
fsr-4002	104	7	allows	allow	VERB
fsr-4002	104	8	researchers	researcher	NOUN
fsr-4002	104	9	to	to	PART
fsr-4002	104	10	observe	observe	VERB
fsr-4002	104	11	human	human	ADJ
fsr-4002	104	12	behavior	behavior	NOUN
fsr-4002	104	13	in	in	ADP
fsr-4002	104	14	its	its	PRON
fsr-4002	104	15	natural	natural	ADJ
fsr-4002	104	16	habitat	habitat	NOUN
fsr-4002	104	17	.	.	PUNCT
fsr-4002	105	1	x	x	X
fsr-4002	105	2	sentiment	sentiment	NOUN
fsr-4002	105	3	analysis	analysis	NOUN
fsr-4002	105	4	x	x	NOUN
fsr-4002	105	5	is	be	AUX
fsr-4002	105	6	a	a	DET
fsr-4002	105	7	microblogging	microblogging	NOUN
fsr-4002	105	8	platform	platform	NOUN
fsr-4002	105	9	that	that	PRON
fsr-4002	105	10	allows	allow	VERB
fsr-4002	105	11	users	user	NOUN
fsr-4002	105	12	to	to	PART
fsr-4002	105	13	publish	publish	VERB
fsr-4002	105	14	their	their	PRON
fsr-4002	105	15	opinions	opinion	NOUN
fsr-4002	105	16	on	on	ADP
fsr-4002	105	17	virtually	virtually	ADV
fsr-4002	105	18	any	any	DET
fsr-4002	105	19	topic	topic	NOUN
fsr-4002	105	20	.	.	PUNCT
fsr-4002	106	1	social	social	ADJ
fsr-4002	106	2	science	science	NOUN
fsr-4002	106	3	researchers	researcher	NOUN
fsr-4002	106	4	can	can	AUX
fsr-4002	106	5	examine	examine	VERB
fsr-4002	106	6	user	user	NOUN
fsr-4002	106	7	sentiment	sentiment	NOUN
fsr-4002	106	8	with	with	ADP
fsr-4002	106	9	relative	relative	ADJ
fsr-4002	106	10	ease	ease	NOUN
fsr-4002	106	11	on	on	ADP
fsr-4002	106	12	a	a	DET
fsr-4002	106	13	wide	wide	ADJ
fsr-4002	106	14	range	range	NOUN
fsr-4002	106	15	of	of	ADP
fsr-4002	106	16	financial	financial	ADJ
fsr-4002	106	17	services	service	NOUN
fsr-4002	106	18	review	review	NOUN
fsr-4002	106	19	,	,	PUNCT
fsr-4002	106	20	33(2	33(2	NUM
fsr-4002	106	21	)	)	PUNCT
fsr-4002	106	22	40	40	NUM
fsr-4002	106	23	issues	issue	NOUN
fsr-4002	106	24	and	and	CCONJ
fsr-4002	106	25	across	across	ADP
fsr-4002	106	26	a	a	DET
fsr-4002	106	27	large	large	ADJ
fsr-4002	106	28	population	population	NOUN
fsr-4002	106	29	considering	consider	VERB
fsr-4002	106	30	x	x	X
fsr-4002	106	31	’s	’s	PART
fsr-4002	106	32	substantial	substantial	ADJ
fsr-4002	106	33	user	user	NOUN
fsr-4002	106	34	base	base	NOUN
fsr-4002	106	35	and	and	CCONJ
fsr-4002	106	36	significant	significant	ADJ
fsr-4002	106	37	number	number	NOUN
fsr-4002	106	38	of	of	ADP
fsr-4002	106	39	daily	daily	ADJ
fsr-4002	106	40	messages	message	NOUN
fsr-4002	106	41	(	(	PUNCT
fsr-4002	106	42	giachanou	giachanou	NOUN
fsr-4002	106	43	et	et	PROPN
fsr-4002	106	44	al	al	PROPN
fsr-4002	106	45	.	.	PROPN
fsr-4002	106	46	,	,	PUNCT
fsr-4002	106	47	2017	2017	NUM
fsr-4002	106	48	)	)	PUNCT
fsr-4002	106	49	.	.	PUNCT
fsr-4002	107	1	x	x	X
fsr-4002	107	2	sentiment	sentiment	NOUN
fsr-4002	107	3	analysis	analysis	NOUN
fsr-4002	107	4	may	may	AUX
fsr-4002	107	5	be	be	AUX
fsr-4002	107	6	viewed	view	VERB
fsr-4002	107	7	as	as	ADP
fsr-4002	107	8	a	a	DET
fsr-4002	107	9	“	"	PUNCT
fsr-4002	107	10	specialized	specialized	ADJ
fsr-4002	107	11	area	area	NOUN
fsr-4002	107	12	within	within	ADP
fsr-4002	107	13	sentiment	sentiment	NOUN
fsr-4002	107	14	analysis	analysis	NOUN
fsr-4002	107	15	”	"	PUNCT
fsr-4002	107	16	(	(	PUNCT
fsr-4002	107	17	zimbra	zimbra	NOUN
fsr-4002	107	18	et	et	NOUN
fsr-4002	107	19	al	al	PROPN
fsr-4002	107	20	.	.	PROPN
fsr-4002	107	21	,	,	PUNCT
fsr-4002	107	22	2018	2018	NUM
fsr-4002	107	23	,	,	PUNCT
fsr-4002	107	24	p.	p.	NOUN
fsr-4002	107	25	3	3	NUM
fsr-4002	107	26	)	)	PUNCT
fsr-4002	107	27	where	where	SCONJ
fsr-4002	107	28	x	x	PUNCT
fsr-4002	107	29	data	datum	NOUN
fsr-4002	107	30	is	be	AUX
fsr-4002	107	31	mined	mine	VERB
fsr-4002	107	32	for	for	ADP
fsr-4002	107	33	opinionated	opinionated	ADJ
fsr-4002	107	34	text	text	NOUN
fsr-4002	107	35	on	on	ADP
fsr-4002	107	36	a	a	DET
fsr-4002	107	37	given	give	VERB
fsr-4002	107	38	topic	topic	NOUN
fsr-4002	107	39	(	(	PUNCT
fsr-4002	107	40	giachanou	giachanou	NOUN
fsr-4002	107	41	et	et	PROPN
fsr-4002	107	42	al	al	PROPN
fsr-4002	107	43	.	.	PROPN
fsr-4002	107	44	,	,	PUNCT
fsr-4002	107	45	2017	2017	NUM
fsr-4002	107	46	)	)	PUNCT
fsr-4002	107	47	,	,	PUNCT
fsr-4002	107	48	with	with	ADP
fsr-4002	107	49	sentiment	sentiment	NOUN
fsr-4002	107	50	detection	detection	NOUN
fsr-4002	107	51	occurring	occur	VERB
fsr-4002	107	52	through	through	ADP
fsr-4002	107	53	the	the	DET
fsr-4002	107	54	establishment	establishment	NOUN
fsr-4002	107	55	of	of	ADP
fsr-4002	107	56	word	word	NOUN
fsr-4002	107	57	embeddings	embedding	NOUN
fsr-4002	107	58	(	(	PUNCT
fsr-4002	107	59	carvalho	carvalho	NOUN
fsr-4002	107	60	et	et	PROPN
fsr-4002	107	61	al	al	PROPN
fsr-4002	107	62	.	.	PROPN
fsr-4002	107	63	,	,	PUNCT
fsr-4002	107	64	2021	2021	NUM
fsr-4002	107	65	)	)	PUNCT
fsr-4002	107	66	.	.	PUNCT
fsr-4002	108	1	x	x	X
fsr-4002	108	2	sentiment	sentiment	NOUN
fsr-4002	108	3	analysis	analysis	NOUN
fsr-4002	108	4	is	be	AUX
fsr-4002	108	5	not	not	PART
fsr-4002	108	6	without	without	ADP
fsr-4002	108	7	its	its	PRON
fsr-4002	108	8	challenges	challenge	NOUN
fsr-4002	108	9	.	.	PUNCT
fsr-4002	109	1	some	some	PRON
fsr-4002	109	2	of	of	ADP
fsr-4002	109	3	these	these	DET
fsr-4002	109	4	challenges	challenge	NOUN
fsr-4002	109	5	include	include	VERB
fsr-4002	109	6	length	length	NOUN
fsr-4002	109	7	limitation	limitation	NOUN
fsr-4002	109	8	of	of	ADP
fsr-4002	109	9	messages	message	NOUN
fsr-4002	109	10	(	(	PUNCT
fsr-4002	109	11	giachanou	giachanou	NOUN
fsr-4002	109	12	et	et	PROPN
fsr-4002	109	13	al	al	PROPN
fsr-4002	109	14	.	.	PROPN
fsr-4002	109	15	,	,	PUNCT
fsr-4002	109	16	2017	2017	NUM
fsr-4002	109	17	)	)	PUNCT
fsr-4002	109	18	,	,	PUNCT
fsr-4002	109	19	“	"	PUNCT
fsr-4002	109	20	novel	novel	ADJ
fsr-4002	109	21	language	language	NOUN
fsr-4002	109	22	”	"	PUNCT
fsr-4002	109	23	resulting	result	VERB
fsr-4002	109	24	from	from	ADP
fsr-4002	109	25	length	length	NOUN
fsr-4002	109	26	of	of	ADP
fsr-4002	109	27	message	message	NOUN
fsr-4002	109	28	constraints	constraint	NOUN
fsr-4002	109	29	(	(	PUNCT
fsr-4002	109	30	zimbra	zimbra	NOUN
fsr-4002	109	31	et	et	NOUN
fsr-4002	109	32	al	al	PROPN
fsr-4002	109	33	.	.	PROPN
fsr-4002	109	34	,	,	PUNCT
fsr-4002	109	35	2018	2018	NUM
fsr-4002	109	36	,	,	PUNCT
fsr-4002	109	37	p.	p.	NOUN
fsr-4002	109	38	24	24	NUM
fsr-4002	109	39	)	)	PUNCT
fsr-4002	109	40	,	,	PUNCT
fsr-4002	109	41	as	as	ADV
fsr-4002	109	42	well	well	ADV
fsr-4002	109	43	as	as	ADP
fsr-4002	109	44	written	write	VERB
fsr-4002	109	45	errors	error	NOUN
fsr-4002	109	46	and	and	CCONJ
fsr-4002	109	47	content	content	NOUN
fsr-4002	109	48	that	that	PRON
fsr-4002	109	49	is	be	AUX
fsr-4002	109	50	constantly	constantly	ADV
fsr-4002	109	51	changing	change	VERB
fsr-4002	109	52	(	(	PUNCT
fsr-4002	109	53	giachanou	giachanou	NOUN
fsr-4002	109	54	et	et	PROPN
fsr-4002	109	55	al	al	PROPN
fsr-4002	109	56	.	.	PROPN
fsr-4002	109	57	,	,	PUNCT
fsr-4002	109	58	2017	2017	NUM
fsr-4002	109	59	)	)	PUNCT
fsr-4002	109	60	.	.	PUNCT
fsr-4002	110	1	despite	despite	SCONJ
fsr-4002	110	2	its	its	PRON
fsr-4002	110	3	challenges	challenge	NOUN
fsr-4002	110	4	,	,	PUNCT
fsr-4002	110	5	x	x	PUNCT
fsr-4002	110	6	sentiment	sentiment	NOUN
fsr-4002	110	7	analysis	analysis	NOUN
fsr-4002	110	8	remains	remain	VERB
fsr-4002	110	9	an	an	DET
fsr-4002	110	10	important	important	ADJ
fsr-4002	110	11	tool	tool	NOUN
fsr-4002	110	12	for	for	ADP
fsr-4002	110	13	researchers	researcher	NOUN
fsr-4002	110	14	.	.	PUNCT
fsr-4002	111	1	it	it	PRON
fsr-4002	111	2	offers	offer	VERB
fsr-4002	111	3	direct	direct	ADJ
fsr-4002	111	4	insights	insight	NOUN
fsr-4002	111	5	from	from	ADP
fsr-4002	111	6	users	user	NOUN
fsr-4002	111	7	,	,	PUNCT
fsr-4002	111	8	shedding	shed	VERB
fsr-4002	111	9	light	light	NOUN
fsr-4002	111	10	on	on	ADP
fsr-4002	111	11	public	public	ADJ
fsr-4002	111	12	opinions	opinion	NOUN
fsr-4002	111	13	on	on	ADP
fsr-4002	111	14	critical	critical	ADJ
fsr-4002	111	15	issues	issue	NOUN
fsr-4002	111	16	(	(	PUNCT
fsr-4002	111	17	giachanou	giachanou	NOUN
fsr-4002	111	18	et	et	PROPN
fsr-4002	111	19	al	al	PROPN
fsr-4002	111	20	.	.	PROPN
fsr-4002	111	21	,	,	PUNCT
fsr-4002	111	22	2017	2017	NUM
fsr-4002	111	23	)	)	PUNCT
fsr-4002	111	24	.	.	PUNCT
fsr-4002	112	1	methodology	methodology	NOUN
fsr-4002	112	2	on	on	ADP
fsr-4002	112	3	june	june	PROPN
fsr-4002	112	4	23	23	NUM
fsr-4002	112	5	,	,	PUNCT
fsr-4002	112	6	2023	2023	NUM
fsr-4002	112	7	,	,	PUNCT
fsr-4002	112	8	x	x	PRON
fsr-4002	112	9	removed	remove	VERB
fsr-4002	112	10	academic	academic	ADJ
fsr-4002	112	11	api	api	NOUN
fsr-4002	112	12	access	access	NOUN
fsr-4002	112	13	and	and	CCONJ
fsr-4002	112	14	significantly	significantly	ADV
fsr-4002	112	15	lowered	lower	VERB
fsr-4002	112	16	the	the	DET
fsr-4002	112	17	caps	cap	NOUN
fsr-4002	112	18	allowed	allow	VERB
fsr-4002	112	19	for	for	ADP
fsr-4002	112	20	data	data	NOUN
fsr-4002	112	21	collection	collection	NOUN
fsr-4002	112	22	by	by	ADP
fsr-4002	112	23	academics	academic	NOUN
fsr-4002	112	24	.	.	PUNCT
fsr-4002	113	1	this	this	DET
fsr-4002	113	2	development	development	NOUN
fsr-4002	113	3	made	make	VERB
fsr-4002	113	4	it	it	PRON
fsr-4002	113	5	nearly	nearly	ADV
fsr-4002	113	6	impossible	impossible	ADJ
fsr-4002	113	7	for	for	SCONJ
fsr-4002	113	8	academics	academic	NOUN
fsr-4002	113	9	to	to	PART
fsr-4002	113	10	gather	gather	VERB
fsr-4002	113	11	data	datum	NOUN
fsr-4002	113	12	in	in	ADP
fsr-4002	113	13	a	a	DET
fsr-4002	113	14	cost	cost	NOUN
fsr-4002	113	15	-	-	PUNCT
fsr-4002	113	16	effective	effective	ADJ
fsr-4002	113	17	manner	manner	NOUN
fsr-4002	113	18	for	for	ADP
fsr-4002	113	19	use	use	NOUN
fsr-4002	113	20	in	in	ADP
fsr-4002	113	21	open	open	ADJ
fsr-4002	113	22	-	-	PUNCT
fsr-4002	113	23	sourced	source	VERB
fsr-4002	113	24	statistical	statistical	ADJ
fsr-4002	113	25	software	software	NOUN
fsr-4002	113	26	or	or	CCONJ
fsr-4002	113	27	readily	readily	ADV
fsr-4002	113	28	available	available	ADJ
fsr-4002	113	29	data	datum	NOUN
fsr-4002	113	30	science	science	NOUN
fsr-4002	113	31	models	model	NOUN
fsr-4002	113	32	.	.	PUNCT
fsr-4002	114	1	in	in	ADP
fsr-4002	114	2	light	light	NOUN
fsr-4002	114	3	of	of	ADP
fsr-4002	114	4	these	these	DET
fsr-4002	114	5	challenges	challenge	NOUN
fsr-4002	114	6	during	during	ADP
fsr-4002	114	7	the	the	DET
fsr-4002	114	8	creation	creation	NOUN
fsr-4002	114	9	of	of	ADP
fsr-4002	114	10	this	this	DET
fsr-4002	114	11	study	study	NOUN
fsr-4002	114	12	,	,	PUNCT
fsr-4002	114	13	the	the	DET
fsr-4002	114	14	author	author	NOUN
fsr-4002	114	15	team	team	NOUN
fsr-4002	114	16	elected	elect	VERB
fsr-4002	114	17	to	to	PART
fsr-4002	114	18	use	use	VERB
fsr-4002	114	19	brandwatch	brandwatch	NOUN
fsr-4002	114	20	(	(	PUNCT
fsr-4002	114	21	https://www.brandwatch.com/	https://www.brandwatch.com/	NOUN
fsr-4002	114	22	)	)	PUNCT
fsr-4002	114	23	to	to	PART
fsr-4002	114	24	collect	collect	VERB
fsr-4002	114	25	social	social	ADJ
fsr-4002	114	26	media	medium	NOUN
fsr-4002	114	27	data	datum	NOUN
fsr-4002	114	28	.	.	PUNCT
fsr-4002	115	1	using	use	VERB
fsr-4002	115	2	this	this	DET
fsr-4002	115	3	software	software	NOUN
fsr-4002	115	4	,	,	PUNCT
fsr-4002	115	5	data	datum	NOUN
fsr-4002	115	6	was	be	AUX
fsr-4002	115	7	collected	collect	VERB
fsr-4002	115	8	containing	contain	VERB
fsr-4002	115	9	the	the	DET
fsr-4002	115	10	term	term	NOUN
fsr-4002	115	11	“	"	PUNCT
fsr-4002	115	12	student	student	NOUN
fsr-4002	115	13	loan	loan	NOUN
fsr-4002	115	14	”	"	PUNCT
fsr-4002	115	15	and	and	CCONJ
fsr-4002	115	16	the	the	DET
fsr-4002	115	17	hashtag	hashtag	NOUN
fsr-4002	115	18	#	#	SYM
fsr-4002	115	19	studentloans	studentloan	NOUN
fsr-4002	115	20	from	from	ADP
fsr-4002	115	21	october	october	PROPN
fsr-4002	115	22	1	1	NUM
fsr-4002	115	23	to	to	ADP
fsr-4002	115	24	october	october	PROPN
fsr-4002	115	25	31	31	NUM
fsr-4002	115	26	,	,	PUNCT
fsr-4002	115	27	2023	2023	NUM
fsr-4002	115	28	(	(	PUNCT
fsr-4002	115	29	the	the	DET
fsr-4002	115	30	query	query	NOUN
fsr-4002	115	31	was	be	AUX
fsr-4002	115	32	exported	export	VERB
fsr-4002	115	33	on	on	ADP
fsr-4002	115	34	november	november	PROPN
fsr-4002	115	35	1	1	NUM
fsr-4002	115	36	,	,	PUNCT
fsr-4002	115	37	2023	2023	NUM
fsr-4002	115	38	)	)	PUNCT
fsr-4002	115	39	.	.	PUNCT
fsr-4002	116	1	the	the	DET
fsr-4002	116	2	query	query	NOUN
fsr-4002	116	3	was	be	AUX
fsr-4002	116	4	set	set	VERB
fsr-4002	116	5	to	to	PART
fsr-4002	116	6	collect	collect	VERB
fsr-4002	116	7	all	all	DET
fsr-4002	116	8	mentions	mention	NOUN
fsr-4002	116	9	of	of	ADP
fsr-4002	116	10	student	student	NOUN
fsr-4002	116	11	loans	loan	NOUN
fsr-4002	116	12	across	across	ADP
fsr-4002	116	13	various	various	ADJ
fsr-4002	116	14	content	content	NOUN
fsr-4002	116	15	sources	source	NOUN
fsr-4002	116	16	,	,	PUNCT
fsr-4002	116	17	including	include	VERB
fsr-4002	116	18	x	x	NOUN
fsr-4002	116	19	,	,	PUNCT
fsr-4002	116	20	reddit	reddit	NOUN
fsr-4002	116	21	,	,	PUNCT
fsr-4002	116	22	tumbler	tumbler	NOUN
fsr-4002	116	23	,	,	PUNCT
fsr-4002	116	24	youtube	youtube	NOUN
fsr-4002	116	25	,	,	PUNCT
fsr-4002	116	26	news	news	NOUN
fsr-4002	116	27	sites	site	NOUN
fsr-4002	116	28	,	,	PUNCT
fsr-4002	116	29	blogs	blog	NOUN
fsr-4002	116	30	,	,	PUNCT
fsr-4002	116	31	forums	forum	NOUN
fsr-4002	116	32	,	,	PUNCT
fsr-4002	116	33	and	and	CCONJ
fsr-4002	116	34	review	review	VERB
fsr-4002	116	35	sites	site	NOUN
fsr-4002	116	36	.	.	PUNCT
fsr-4002	117	1	instead	instead	ADV
fsr-4002	117	2	of	of	ADP
fsr-4002	117	3	collecting	collect	VERB
fsr-4002	117	4	all	all	DET
fsr-4002	117	5	data	datum	NOUN
fsr-4002	117	6	across	across	ADP
fsr-4002	117	7	these	these	DET
fsr-4002	117	8	platforms	platform	NOUN
fsr-4002	117	9	,	,	PUNCT
fsr-4002	117	10	brandwatch	brandwatch	NOUN
fsr-4002	117	11	collected	collect	VERB
fsr-4002	117	12	a	a	DET
fsr-4002	117	13	statistically	statistically	ADV
fsr-4002	117	14	significant	significant	ADJ
fsr-4002	117	15	sample	sample	NOUN
fsr-4002	117	16	size	size	NOUN
fsr-4002	117	17	with	with	ADP
fsr-4002	117	18	a	a	DET
fsr-4002	117	19	calculated	calculate	VERB
fsr-4002	117	20	rate	rate	NOUN
fsr-4002	117	21	of	of	ADP
fsr-4002	117	22	33.36	33.36	NUM
fsr-4002	117	23	%	%	NOUN
fsr-4002	117	24	.	.	PUNCT
fsr-4002	118	1	the	the	DET
fsr-4002	118	2	export	export	NOUN
fsr-4002	118	3	filtered	filter	VERB
fsr-4002	118	4	out	out	ADP
fsr-4002	118	5	pornographic	pornographic	ADJ
fsr-4002	118	6	content	content	NOUN
fsr-4002	118	7	and	and	CCONJ
fsr-4002	118	8	profanities	profanity	NOUN
fsr-4002	118	9	.	.	PUNCT
fsr-4002	119	1	this	this	DET
fsr-4002	119	2	larger	large	ADJ
fsr-4002	119	3	dataset	dataset	NOUN
fsr-4002	119	4	(	(	PUNCT
fsr-4002	119	5	n	n	NOUN
fsr-4002	119	6	=	=	NOUN
fsr-4002	119	7	317,394	317,394	NUM
fsr-4002	119	8	with	with	ADP
fsr-4002	119	9	208,595	208,595	NUM
fsr-4002	119	10	unique	unique	ADJ
fsr-4002	119	11	authors	author	NOUN
fsr-4002	119	12	)	)	PUNCT
fsr-4002	119	13	was	be	AUX
fsr-4002	119	14	filtered	filter	VERB
fsr-4002	119	15	to	to	PART
fsr-4002	119	16	collect	collect	VERB
fsr-4002	119	17	only	only	ADV
fsr-4002	119	18	records	record	NOUN
fsr-4002	119	19	from	from	ADP
fsr-4002	119	20	x	x	X
fsr-4002	119	21	(	(	PUNCT
fsr-4002	119	22	n	n	NOUN
fsr-4002	119	23	=	=	SYM
fsr-4002	119	24	248,303	248,303	NUM
fsr-4002	119	25	with	with	ADP
fsr-4002	119	26	176,640	176,640	NUM
fsr-4002	119	27	unique	unique	ADJ
fsr-4002	119	28	authors	author	NOUN
fsr-4002	119	29	)	)	PUNCT
fsr-4002	119	30	,	,	PUNCT
fsr-4002	119	31	which	which	PRON
fsr-4002	119	32	represented	represent	VERB
fsr-4002	119	33	78.2	78.2	NUM
fsr-4002	119	34	%	%	NOUN
fsr-4002	119	35	of	of	ADP
fsr-4002	119	36	the	the	DET
fsr-4002	119	37	comprehensive	comprehensive	ADJ
fsr-4002	119	38	dataset	dataset	NOUN
fsr-4002	119	39	.	.	PUNCT
fsr-4002	120	1	the	the	DET
fsr-4002	120	2	final	final	ADJ
fsr-4002	120	3	sample	sample	NOUN
fsr-4002	120	4	for	for	ADP
fsr-4002	120	5	this	this	DET
fsr-4002	120	6	study	study	NOUN
fsr-4002	120	7	was	be	AUX
fsr-4002	120	8	248,303	248,303	NUM
fsr-4002	120	9	.	.	PUNCT
fsr-4002	121	1	a	a	DET
fsr-4002	121	2	textual	textual	ADJ
fsr-4002	121	3	and	and	CCONJ
fsr-4002	121	4	sentiment	sentiment	NOUN
fsr-4002	121	5	analysis	analysis	NOUN
fsr-4002	121	6	of	of	ADP
fsr-4002	121	7	the	the	DET
fsr-4002	121	8	collected	collect	VERB
fsr-4002	121	9	data	datum	NOUN
fsr-4002	121	10	was	be	AUX
fsr-4002	121	11	conducted	conduct	VERB
fsr-4002	121	12	within	within	ADP
fsr-4002	121	13	the	the	DET
fsr-4002	121	14	brandwatch	brandwatch	NOUN
fsr-4002	121	15	online	online	PROPN
fsr-4002	121	16	software	software	PROPN
fsr-4002	121	17	.	.	PUNCT
fsr-4002	122	1	brandwatch	brandwatch	PROPN
fsr-4002	122	2	defines	define	NOUN
fsr-4002	122	3	sentiment	sentiment	NOUN
fsr-4002	122	4	analysis	analysis	NOUN
fsr-4002	122	5	as	as	ADP
fsr-4002	122	6	“	"	PUNCT
fsr-4002	122	7	the	the	DET
fsr-4002	122	8	process	process	NOUN
fsr-4002	122	9	used	use	VERB
fsr-4002	122	10	to	to	PART
fsr-4002	122	11	determine	determine	VERB
fsr-4002	122	12	the	the	DET
fsr-4002	122	13	attitude	attitude	NOUN
fsr-4002	122	14	,	,	PUNCT
fsr-4002	122	15	opinion	opinion	NOUN
fsr-4002	122	16	and	and	CCONJ
fsr-4002	122	17	emotion	emotion	NOUN
fsr-4002	122	18	expressed	express	VERB
fsr-4002	122	19	by	by	ADP
fsr-4002	122	20	a	a	DET
fsr-4002	122	21	person	person	NOUN
fsr-4002	122	22	about	about	ADP
fsr-4002	122	23	a	a	DET
fsr-4002	122	24	particular	particular	ADJ
fsr-4002	122	25	topic	topic	NOUN
fsr-4002	122	26	in	in	ADP
fsr-4002	122	27	an	an	DET
fsr-4002	122	28	online	online	ADJ
fsr-4002	122	29	mention	mention	NOUN
fsr-4002	122	30	”	"	PUNCT
fsr-4002	122	31	(	(	PUNCT
fsr-4002	122	32	brandwatch	brandwatch	NOUN
fsr-4002	122	33	,	,	PUNCT
fsr-4002	122	34	2023	2023	NUM
fsr-4002	122	35	)	)	PUNCT
fsr-4002	122	36	.	.	PUNCT
fsr-4002	123	1	a	a	DET
fsr-4002	123	2	sentiment	sentiment	NOUN
fsr-4002	123	3	score	score	NOUN
fsr-4002	123	4	is	be	AUX
fsr-4002	123	5	calculated	calculate	VERB
fsr-4002	123	6	based	base	VERB
fsr-4002	123	7	on	on	ADP
fsr-4002	123	8	the	the	DET
fsr-4002	123	9	proximity	proximity	NOUN
fsr-4002	123	10	of	of	ADP
fsr-4002	123	11	sentiment	sentiment	NOUN
fsr-4002	123	12	and	and	CCONJ
fsr-4002	123	13	search	search	NOUN
fsr-4002	123	14	terms	term	NOUN
fsr-4002	123	15	,	,	PUNCT
fsr-4002	123	16	within	within	ADP
fsr-4002	123	17	the	the	DET
fsr-4002	123	18	context	context	NOUN
fsr-4002	123	19	of	of	ADP
fsr-4002	123	20	larger	large	ADJ
fsr-4002	123	21	blocks	block	NOUN
fsr-4002	123	22	of	of	ADP
fsr-4002	123	23	text	text	NOUN
fsr-4002	123	24	(	(	PUNCT
fsr-4002	123	25	brandwatch	brandwatch	NOUN
fsr-4002	123	26	,	,	PUNCT
fsr-4002	123	27	2023	2023	NUM
fsr-4002	123	28	)	)	PUNCT
fsr-4002	123	29	.	.	PUNCT
fsr-4002	124	1	importantly	importantly	ADV
fsr-4002	124	2	,	,	PUNCT
fsr-4002	124	3	if	if	SCONJ
fsr-4002	124	4	a	a	DET
fsr-4002	124	5	collection	collection	NOUN
fsr-4002	124	6	of	of	ADP
fsr-4002	124	7	text	text	NOUN
fsr-4002	124	8	can	can	AUX
fsr-4002	124	9	not	not	PART
fsr-4002	124	10	be	be	AUX
fsr-4002	124	11	accurately	accurately	ADV
fsr-4002	124	12	categorized	categorize	VERB
fsr-4002	124	13	as	as	ADP
fsr-4002	124	14	positive	positive	ADJ
fsr-4002	124	15	or	or	CCONJ
fsr-4002	124	16	negative	negative	ADJ
fsr-4002	124	17	,	,	PUNCT
fsr-4002	124	18	it	it	PRON
fsr-4002	124	19	is	be	AUX
fsr-4002	124	20	classified	classify	VERB
fsr-4002	124	21	as	as	ADP
fsr-4002	124	22	neutral	neutral	ADJ
fsr-4002	124	23	(	(	PUNCT
fsr-4002	124	24	brandwatch	brandwatch	NOUN
fsr-4002	124	25	,	,	PUNCT
fsr-4002	124	26	2023	2023	NUM
fsr-4002	124	27	)	)	PUNCT
fsr-4002	124	28	.	.	PUNCT
fsr-4002	125	1	brandwatch	brandwatch	PROPN
fsr-4002	125	2	conducts	conduct	NOUN
fsr-4002	125	3	sentiment	sentiment	VERB
fsr-4002	125	4	analysis	analysis	NOUN
fsr-4002	125	5	and	and	CCONJ
fsr-4002	125	6	calculates	calculate	VERB
fsr-4002	125	7	sentiment	sentiment	NOUN
fsr-4002	125	8	scores	score	NOUN
fsr-4002	125	9	using	use	VERB
fsr-4002	125	10	proprietary	proprietary	ADJ
fsr-4002	125	11	algorithms	algorithm	NOUN
fsr-4002	125	12	,	,	PUNCT
fsr-4002	125	13	machine	machine	NOUN
fsr-4002	125	14	learning	learning	NOUN
fsr-4002	125	15	,	,	PUNCT
fsr-4002	125	16	and	and	CCONJ
fsr-4002	125	17	natural	natural	ADJ
fsr-4002	125	18	language	language	NOUN
fsr-4002	125	19	processing	processing	NOUN
fsr-4002	125	20	(	(	PUNCT
fsr-4002	125	21	“	"	PUNCT
fsr-4002	125	22	nlp	nlp	NOUN
fsr-4002	125	23	”	"	PUNCT
fsr-4002	125	24	)	)	PUNCT
fsr-4002	125	25	(	(	PUNCT
fsr-4002	125	26	brandwatch	brandwatch	NOUN
fsr-4002	125	27	,	,	PUNCT
fsr-4002	125	28	2023	2023	NUM
fsr-4002	125	29	)	)	PUNCT
fsr-4002	125	30	.	.	PUNCT
fsr-4002	126	1	specifically	specifically	ADV
fsr-4002	126	2	,	,	PUNCT
fsr-4002	126	3	brandwatch	brandwatch	PROPN
fsr-4002	126	4	uses	use	VERB
fsr-4002	126	5	a	a	DET
fsr-4002	126	6	pretrained	pretraine	VERB
fsr-4002	126	7	model	model	NOUN
fsr-4002	126	8	using	use	VERB
fsr-4002	126	9	transformer	transformer	NOUN
fsr-4002	126	10	-	-	PUNCT
fsr-4002	126	11	based	base	VERB
fsr-4002	126	12	deep	deep	ADJ
fsr-4002	126	13	learning	learning	NOUN
fsr-4002	126	14	technology	technology	NOUN
fsr-4002	126	15	to	to	PART
fsr-4002	126	16	assign	assign	VERB
fsr-4002	126	17	sentiment	sentiment	NOUN
fsr-4002	126	18	scores	score	NOUN
fsr-4002	126	19	(	(	PUNCT
fsr-4002	126	20	brandwatch	brandwatch	PROPN
fsr-4002	126	21	,	,	PUNCT
fsr-4002	126	22	n.d.-a	n.d.-a	NOUN
fsr-4002	126	23	;	;	PUNCT
fsr-4002	126	24	brandwatch	brandwatch	PROPN
fsr-4002	126	25	,	,	PUNCT
fsr-4002	126	26	n.d.-b	n.d.-b	NOUN
fsr-4002	126	27	)	)	PUNCT
fsr-4002	126	28	.	.	PUNCT
fsr-4002	127	1	transformer	transformer	NOUN
fsr-4002	127	2	models	model	NOUN
fsr-4002	127	3	are	be	AUX
fsr-4002	127	4	commonly	commonly	ADV
fsr-4002	127	5	used	use	VERB
fsr-4002	127	6	to	to	PART
fsr-4002	127	7	analyze	analyze	VERB
fsr-4002	127	8	sentiment	sentiment	NOUN
fsr-4002	127	9	for	for	ADP
fsr-4002	127	10	social	social	ADJ
fsr-4002	127	11	media	medium	NOUN
fsr-4002	127	12	data	datum	NOUN
fsr-4002	127	13	and	and	CCONJ
fsr-4002	127	14	have	have	AUX
fsr-4002	127	15	been	be	AUX
fsr-4002	127	16	used	use	VERB
fsr-4002	127	17	to	to	PART
fsr-4002	127	18	analyze	analyze	VERB
fsr-4002	127	19	data	datum	NOUN
fsr-4002	127	20	from	from	ADP
fsr-4002	127	21	x	x	X
fsr-4002	127	22	(	(	PUNCT
fsr-4002	127	23	bokolo	bokolo	PROPN
fsr-4002	127	24	&	&	CCONJ
fsr-4002	127	25	liu	liu	PROPN
fsr-4002	127	26	,	,	PUNCT
fsr-4002	127	27	2024	2024	NUM
fsr-4002	127	28	;	;	PUNCT
fsr-4002	127	29	gong	gong	PROPN
fsr-4002	127	30	et	et	PROPN
fsr-4002	127	31	al	al	PROPN
fsr-4002	127	32	.	.	PROPN
fsr-4002	127	33	,	,	PUNCT
fsr-4002	127	34	2022	2022	NUM
fsr-4002	127	35	;	;	PUNCT
fsr-4002	127	36	kokab	kokab	PROPN
fsr-4002	127	37	et	et	PROPN
fsr-4002	127	38	al	al	PROPN
fsr-4002	127	39	.	.	PROPN
fsr-4002	127	40	,	,	PUNCT
fsr-4002	127	41	2022	2022	NUM
fsr-4002	127	42	;	;	PUNCT
fsr-4002	127	43	padmalal	padmalal	NOUN
fsr-4002	127	44	et	et	PROPN
fsr-4002	127	45	al	al	PROPN
fsr-4002	127	46	.	.	PROPN
fsr-4002	127	47	,	,	PUNCT
fsr-4002	127	48	2024	2024	NUM
fsr-4002	127	49	;	;	PUNCT
fsr-4002	127	50	sharma	sharma	PROPN
fsr-4002	127	51	et	et	PROPN
fsr-4002	127	52	al	al	PROPN
fsr-4002	127	53	.	.	PROPN
fsr-4002	127	54	,	,	PUNCT
fsr-4002	127	55	2022	2022	NUM
fsr-4002	127	56	)	)	PUNCT
fsr-4002	127	57	.	.	PUNCT
fsr-4002	128	1	the	the	DET
fsr-4002	128	2	sentiment	sentiment	NOUN
fsr-4002	128	3	model	model	NOUN
fsr-4002	128	4	was	be	AUX
fsr-4002	128	5	trained	train	VERB
fsr-4002	128	6	on	on	ADP
fsr-4002	128	7	user	user	NOUN
fsr-4002	128	8	annotated	annotate	VERB
fsr-4002	128	9	sentiment	sentiment	NOUN
fsr-4002	128	10	material	material	NOUN
fsr-4002	128	11	from	from	ADP
fsr-4002	128	12	the	the	DET
fsr-4002	128	13	brandwatch	brandwatch	NOUN
fsr-4002	128	14	platform	platform	NOUN
fsr-4002	128	15	,	,	PUNCT
fsr-4002	128	16	third	third	ADJ
fsr-4002	128	17	party	party	NOUN
fsr-4002	128	18	datasets	dataset	NOUN
fsr-4002	128	19	from	from	ADP
fsr-4002	128	20	academic	academic	ADJ
fsr-4002	128	21	studies	study	NOUN
fsr-4002	128	22	,	,	PUNCT
fsr-4002	128	23	annotation	annotation	NOUN
fsr-4002	128	24	service	service	NOUN
fsr-4002	128	25	data	datum	NOUN
fsr-4002	128	26	,	,	PUNCT
fsr-4002	128	27	and	and	CCONJ
fsr-4002	128	28	brandwatch	brandwatch	VERB
fsr-4002	128	29	in	in	ADP
fsr-4002	128	30	-	-	PUNCT
fsr-4002	128	31	house	house	NOUN
fsr-4002	128	32	data	datum	NOUN
fsr-4002	128	33	(	(	PUNCT
fsr-4002	128	34	brandwatch	brandwatch	PROPN
fsr-4002	128	35	,	,	PUNCT
fsr-4002	128	36	n.d.-a	n.d.-a	NOUN
fsr-4002	128	37	)	)	PUNCT
fsr-4002	128	38	.	.	PUNCT
fsr-4002	129	1	sentiment	sentiment	NOUN
fsr-4002	129	2	accuracy	accuracy	NOUN
fsr-4002	129	3	across	across	ADP
fsr-4002	129	4	languages	language	NOUN
fsr-4002	129	5	is	be	AUX
fsr-4002	129	6	estimated	estimate	VERB
fsr-4002	129	7	to	to	PART
fsr-4002	129	8	be	be	AUX
fsr-4002	129	9	between	between	ADP
fsr-4002	129	10	60	60	NUM
fsr-4002	129	11	-	-	SYM
fsr-4002	129	12	75	75	NUM
fsr-4002	129	13	%	%	NOUN
fsr-4002	129	14	with	with	ADP
fsr-4002	129	15	an	an	DET
fsr-4002	129	16	average	average	ADJ
fsr-4002	129	17	f1	f1	NOUN
fsr-4002	129	18	predictive	predictive	ADJ
fsr-4002	129	19	performance	performance	NOUN
fsr-4002	129	20	of	of	ADP
fsr-4002	129	21	55	55	NUM
fsr-4002	129	22	-	-	SYM
fsr-4002	129	23	65	65	NUM
fsr-4002	129	24	%	%	NOUN
fsr-4002	129	25	(	(	PUNCT
fsr-4002	129	26	brandwatch	brandwatch	NOUN
fsr-4002	129	27	,	,	PUNCT
fsr-4002	129	28	n.d.-a	n.d.-a	NOUN
fsr-4002	129	29	)	)	PUNCT
fsr-4002	129	30	.	.	PUNCT
fsr-4002	130	1	this	this	DET
fsr-4002	130	2	accuracy	accuracy	NOUN
fsr-4002	130	3	range	range	NOUN
fsr-4002	130	4	reflects	reflect	VERB
fsr-4002	130	5	the	the	DET
fsr-4002	130	6	challenge	challenge	NOUN
fsr-4002	130	7	of	of	ADP
fsr-4002	130	8	conducting	conduct	VERB
fsr-4002	130	9	a	a	DET
fsr-4002	130	10	sentiment	sentiment	NOUN
fsr-4002	130	11	analysis	analysis	NOUN
fsr-4002	130	12	across	across	ADP
fsr-4002	130	13	a	a	DET
fsr-4002	130	14	large	large	ADJ
fsr-4002	130	15	dataset	dataset	NOUN
fsr-4002	130	16	,	,	PUNCT
fsr-4002	130	17	specifically	specifically	ADV
fsr-4002	130	18	,	,	PUNCT
fsr-4002	130	19	the	the	DET
fsr-4002	130	20	tradeoff	tradeoff	NOUN
fsr-4002	130	21	inherent	inherent	ADJ
fsr-4002	130	22	in	in	ADP
fsr-4002	130	23	a	a	DET
fsr-4002	130	24	data	data	NOUN
fsr-4002	130	25	science	science	NOUN
fsr-4002	130	26	model	model	NOUN
fsr-4002	130	27	between	between	ADP
fsr-4002	130	28	accuracy	accuracy	NOUN
fsr-4002	130	29	and	and	CCONJ
fsr-4002	130	30	bias	bias	NOUN
fsr-4002	130	31	(	(	PUNCT
fsr-4002	130	32	brandwatch	brandwatch	PROPN
fsr-4002	130	33	,	,	PUNCT
fsr-4002	130	34	n.d.-a	n.d.-a	NOUN
fsr-4002	130	35	)	)	PUNCT
fsr-4002	130	36	.	.	PUNCT
fsr-4002	131	1	brandwatch	brandwatch	PROPN
fsr-4002	131	2	’s	’s	PART
fsr-4002	131	3	model	model	NOUN
fsr-4002	131	4	has	have	AUX
fsr-4002	131	5	been	be	AUX
fsr-4002	131	6	benchmarked	benchmarke	VERB
fsr-4002	131	7	to	to	ADP
fsr-4002	131	8	others	other	NOUN
fsr-4002	131	9	such	such	ADJ
fsr-4002	131	10	as	as	ADP
fsr-4002	131	11	monkeylearn	monkeylearn	NOUN
fsr-4002	131	12	,	,	PUNCT
fsr-4002	131	13	aylien	aylien	ADJ
fsr-4002	131	14	,	,	PUNCT
fsr-4002	131	15	idol	idol	NOUN
fsr-4002	131	16	,	,	PUNCT
fsr-4002	131	17	metamind	metamind	NOUN
fsr-4002	131	18	,	,	PUNCT
fsr-4002	131	19	alchemyapi	alchemyapi	NOUN
fsr-4002	131	20	,	,	PUNCT
fsr-4002	131	21	and	and	CCONJ
fsr-4002	131	22	datumbox	datumbox	NOUN
fsr-4002	131	23	with	with	ADP
fsr-4002	131	24	comparable	comparable	ADJ
fsr-4002	131	25	performance	performance	NOUN
fsr-4002	131	26	(	(	PUNCT
fsr-4002	131	27	brandwatch	brandwatch	NOUN
fsr-4002	131	28	,	,	PUNCT
fsr-4002	131	29	n.d.-a	n.d.-a	NOUN
fsr-4002	131	30	)	)	PUNCT
fsr-4002	131	31	.	.	PUNCT
fsr-4002	132	1	results	result	NOUN
fsr-4002	132	2	figure	figure	VERB
fsr-4002	132	3	1	1	NUM
fsr-4002	132	4	shows	show	VERB
fsr-4002	132	5	the	the	DET
fsr-4002	132	6	number	number	NOUN
fsr-4002	132	7	of	of	ADP
fsr-4002	132	8	mentions	mention	NOUN
fsr-4002	132	9	per	per	ADP
fsr-4002	132	10	day	day	NOUN
fsr-4002	132	11	across	across	ADP
fsr-4002	132	12	the	the	DET
fsr-4002	132	13	date	date	NOUN
fsr-4002	132	14	range	range	NOUN
fsr-4002	132	15	.	.	PUNCT
fsr-4002	133	1	the	the	DET
fsr-4002	133	2	mean	mean	NOUN
fsr-4002	133	3	was	be	AUX
fsr-4002	133	4	8,009	8,009	NUM
fsr-4002	133	5	and	and	CCONJ
fsr-4002	133	6	https://www.brandwatch.com/	https://www.brandwatch.com/	PROPN
fsr-4002	133	7	anderson	anderson	PROPN
fsr-4002	133	8	et	et	PROPN
fsr-4002	133	9	al	al	PROPN
fsr-4002	133	10	.	.	PROPN
fsr-4002	133	11	41	41	NUM
fsr-4002	134	1	the	the	DET
fsr-4002	134	2	median	median	ADJ
fsr-4002	134	3	7,147	7,147	NUM
fsr-4002	134	4	.	.	PUNCT
fsr-4002	135	1	between	between	ADP
fsr-4002	135	2	september	september	PROPN
fsr-4002	135	3	30	30	NUM
fsr-4002	135	4	and	and	CCONJ
fsr-4002	135	5	october	october	PROPN
fsr-4002	135	6	23	23	NUM
fsr-4002	135	7	,	,	PUNCT
fsr-4002	135	8	mentions	mention	VERB
fsr-4002	135	9	spiked	spike	VERB
fsr-4002	135	10	on	on	ADP
fsr-4002	135	11	four	four	NUM
fsr-4002	135	12	days	day	NOUN
fsr-4002	135	13	:	:	PUNCT
fsr-4002	135	14	october	october	PROPN
fsr-4002	135	15	1	1	NUM
fsr-4002	135	16	(	(	PUNCT
fsr-4002	135	17	n	n	NOUN
fsr-4002	135	18	=	=	NUM
fsr-4002	135	19	12,888	12,888	NUM
fsr-4002	135	20	)	)	PUNCT
fsr-4002	135	21	,	,	PUNCT
fsr-4002	135	22	october	october	PROPN
fsr-4002	135	23	4	4	NUM
fsr-4002	135	24	(	(	PUNCT
fsr-4002	135	25	n	n	NOUN
fsr-4002	135	26	=	=	NUM
fsr-4002	135	27	23,849	23,849	NUM
fsr-4002	135	28	)	)	PUNCT
fsr-4002	135	29	,	,	PUNCT
fsr-4002	135	30	october	october	PROPN
fsr-4002	135	31	18	18	NUM
fsr-4002	135	32	(	(	PUNCT
fsr-4002	135	33	n	n	NOUN
fsr-4002	135	34	=	=	NUM
fsr-4002	135	35	12,732	12,732	NUM
fsr-4002	135	36	)	)	PUNCT
fsr-4002	135	37	,	,	PUNCT
fsr-4002	135	38	and	and	CCONJ
fsr-4002	135	39	october	october	PROPN
fsr-4002	135	40	31	31	NUM
fsr-4002	135	41	(	(	PUNCT
fsr-4002	135	42	n	n	NOUN
fsr-4002	135	43	=	=	NUM
fsr-4002	135	44	14,882	14,882	NUM
fsr-4002	135	45	)	)	PUNCT
fsr-4002	135	46	.	.	PUNCT
fsr-4002	136	1	figure	figure	NOUN
fsr-4002	136	2	2	2	NUM
fsr-4002	136	3	provides	provide	VERB
fsr-4002	136	4	the	the	DET
fsr-4002	136	5	overall	overall	ADJ
fsr-4002	136	6	sentiment	sentiment	NOUN
fsr-4002	136	7	for	for	ADP
fsr-4002	136	8	student	student	NOUN
fsr-4002	136	9	loan	loan	NOUN
fsr-4002	136	10	mentions	mention	NOUN
fsr-4002	136	11	within	within	ADP
fsr-4002	136	12	the	the	DET
fsr-4002	136	13	study	study	NOUN
fsr-4002	136	14	’s	’s	PART
fsr-4002	136	15	data	datum	NOUN
fsr-4002	136	16	range	range	NOUN
fsr-4002	136	17	.	.	PUNCT
fsr-4002	137	1	most	most	ADJ
fsr-4002	137	2	of	of	ADP
fsr-4002	137	3	the	the	DET
fsr-4002	137	4	mentions	mention	NOUN
fsr-4002	137	5	were	be	AUX
fsr-4002	137	6	neutral	neutral	ADJ
fsr-4002	137	7	(	(	PUNCT
fsr-4002	137	8	53	53	NUM
fsr-4002	137	9	%	%	NOUN
fsr-4002	137	10	)	)	PUNCT
fsr-4002	137	11	,	,	PUNCT
fsr-4002	137	12	with	with	ADP
fsr-4002	137	13	46	46	NUM
fsr-4002	137	14	%	%	NOUN
fsr-4002	137	15	negative	negative	ADJ
fsr-4002	137	16	and	and	CCONJ
fsr-4002	137	17	1	1	NUM
fsr-4002	137	18	%	%	NOUN
fsr-4002	137	19	positive	positive	ADJ
fsr-4002	137	20	.	.	PUNCT
fsr-4002	138	1	this	this	DET
fsr-4002	138	2	finding	finding	NOUN
fsr-4002	138	3	supports	support	VERB
fsr-4002	138	4	the	the	DET
fsr-4002	138	5	first	first	ADJ
fsr-4002	138	6	hypothesis	hypothesis	NOUN
fsr-4002	138	7	,	,	PUNCT
fsr-4002	138	8	as	as	SCONJ
fsr-4002	138	9	negative	negative	ADJ
fsr-4002	138	10	sentiment	sentiment	NOUN
fsr-4002	138	11	overwhelmingly	overwhelmingly	ADV
fsr-4002	138	12	outweighs	outweigh	VERB
fsr-4002	138	13	positive	positive	ADJ
fsr-4002	138	14	sentiment	sentiment	NOUN
fsr-4002	138	15	during	during	ADP
fsr-4002	138	16	the	the	DET
fsr-4002	138	17	date	date	NOUN
fsr-4002	138	18	range	range	NOUN
fsr-4002	138	19	.	.	PUNCT
fsr-4002	139	1	figure	figure	NOUN
fsr-4002	139	2	1	1	NUM
fsr-4002	139	3	.	.	PUNCT
fsr-4002	139	4	student	student	NOUN
fsr-4002	139	5	loan	loan	NOUN
fsr-4002	139	6	mentions	mention	NOUN
fsr-4002	139	7	by	by	ADP
fsr-4002	139	8	date	date	NOUN
fsr-4002	139	9	note	note	NOUN
fsr-4002	139	10	:	:	PUNCT
fsr-4002	139	11	n	n	PROPN
fsr-4002	139	12	=	=	SYM
fsr-4002	139	13	248,291	248,291	NUM
fsr-4002	139	14	.	.	PUNCT
fsr-4002	140	1	brandwatch	brandwatch	PROPN
fsr-4002	140	2	excluded	exclude	VERB
fsr-4002	140	3	twelve	twelve	NUM
fsr-4002	140	4	records	record	NOUN
fsr-4002	140	5	when	when	SCONJ
fsr-4002	140	6	completing	complete	VERB
fsr-4002	140	7	this	this	DET
fsr-4002	140	8	analysis	analysis	NOUN
fsr-4002	140	9	.	.	PUNCT
fsr-4002	141	1	figure	figure	NOUN
fsr-4002	141	2	2	2	NUM
fsr-4002	141	3	.	.	PUNCT
fsr-4002	141	4	overall	overall	ADJ
fsr-4002	141	5	sentiment	sentiment	NOUN
fsr-4002	141	6	for	for	ADP
fsr-4002	141	7	student	student	NOUN
fsr-4002	141	8	loan	loan	NOUN
fsr-4002	141	9	mentions	mention	NOUN
fsr-4002	141	10	note	note	VERB
fsr-4002	141	11	:	:	PUNCT
fsr-4002	141	12	n	n	PROPN
fsr-4002	141	13	=	=	SYM
fsr-4002	141	14	248,301	248,301	NUM
fsr-4002	141	15	.	.	PUNCT
fsr-4002	142	1	brandwatch	brandwatch	PROPN
fsr-4002	142	2	excluded	exclude	VERB
fsr-4002	142	3	two	two	NUM
fsr-4002	142	4	records	record	NOUN
fsr-4002	142	5	when	when	SCONJ
fsr-4002	142	6	completing	complete	VERB
fsr-4002	142	7	this	this	DET
fsr-4002	142	8	analysis	analysis	NOUN
fsr-4002	142	9	.	.	PUNCT
fsr-4002	143	1	0	0	NUM
fsr-4002	144	1	5000	5000	NUM
fsr-4002	144	2	10000	10000	NUM
fsr-4002	144	3	15000	15000	NUM
fsr-4002	144	4	20000	20000	NUM
fsr-4002	144	5	25000	25000	NUM
fsr-4002	144	6	30000	30000	NUM
fsr-4002	144	7	1	1	NUM
fsr-4002	144	8	-o	-o	SYM
fsr-4002	144	9	ct	ct	NOUN
fsr-4002	144	10	2	2	NUM
fsr-4002	144	11	-o	-o	SYM
fsr-4002	144	12	ct	ct	NOUN
fsr-4002	144	13	3	3	NUM
fsr-4002	144	14	-o	-o	SYM
fsr-4002	144	15	ct	ct	NUM
fsr-4002	144	16	4	4	NUM
fsr-4002	144	17	-o	-o	SYM
fsr-4002	144	18	ct	ct	NUM
fsr-4002	144	19	5	5	NUM
fsr-4002	144	20	-o	-o	SYM
fsr-4002	144	21	ct	ct	NUM
fsr-4002	144	22	6	6	NUM
fsr-4002	144	23	-o	-o	SYM
fsr-4002	144	24	ct	ct	NUM
fsr-4002	144	25	7	7	NUM
fsr-4002	144	26	-o	-o	SYM
fsr-4002	144	27	ct	ct	NUM
fsr-4002	144	28	8	8	NUM
fsr-4002	144	29	-o	-o	SYM
fsr-4002	144	30	ct	ct	NOUN
fsr-4002	144	31	9	9	NUM
fsr-4002	144	32	-o	-o	SYM
fsr-4002	144	33	ct	ct	NUM
fsr-4002	144	34	1	1	NUM
fsr-4002	144	35	0	0	NUM
fsr-4002	144	36	-o	-o	SYM
fsr-4002	144	37	ct	ct	NUM
fsr-4002	144	38	1	1	NUM
fsr-4002	144	39	1	1	NUM
fsr-4002	144	40	-o	-o	SYM
fsr-4002	144	41	ct	ct	NOUN
fsr-4002	144	42	1	1	NUM
fsr-4002	144	43	2	2	NUM
fsr-4002	144	44	-o	-o	SYM
fsr-4002	144	45	ct	ct	NOUN
fsr-4002	144	46	1	1	NUM
fsr-4002	144	47	3	3	NUM
fsr-4002	144	48	-o	-o	SYM
fsr-4002	144	49	ct	ct	NOUN
fsr-4002	144	50	1	1	NUM
fsr-4002	144	51	4	4	NUM
fsr-4002	144	52	-o	-o	SYM
fsr-4002	144	53	ct	ct	NOUN
fsr-4002	144	54	1	1	NUM
fsr-4002	144	55	5	5	NUM
fsr-4002	144	56	-o	-o	SYM
fsr-4002	144	57	ct	ct	NUM
fsr-4002	144	58	1	1	NUM
fsr-4002	144	59	6	6	NUM
fsr-4002	144	60	-o	-o	SYM
fsr-4002	144	61	ct	ct	NUM
fsr-4002	144	62	1	1	NUM
fsr-4002	144	63	7	7	NUM
fsr-4002	144	64	-o	-o	SYM
fsr-4002	144	65	ct	ct	NUM
fsr-4002	144	66	1	1	NUM
fsr-4002	144	67	8	8	NUM
fsr-4002	144	68	-o	-o	SYM
fsr-4002	144	69	ct	ct	NOUN
fsr-4002	144	70	1	1	NUM
fsr-4002	144	71	9	9	NUM
fsr-4002	144	72	-o	-o	SYM
fsr-4002	144	73	ct	ct	NOUN
fsr-4002	144	74	2	2	NUM
fsr-4002	144	75	0	0	NUM
fsr-4002	144	76	-o	-o	SYM
fsr-4002	144	77	ct	ct	NUM
fsr-4002	144	78	2	2	NUM
fsr-4002	144	79	1	1	NUM
fsr-4002	144	80	-o	-o	SYM
fsr-4002	144	81	ct	ct	NOUN
fsr-4002	144	82	2	2	NUM
fsr-4002	144	83	2	2	NUM
fsr-4002	144	84	-o	-o	SYM
fsr-4002	144	85	ct	ct	NOUN
fsr-4002	144	86	2	2	NUM
fsr-4002	144	87	3	3	NUM
fsr-4002	144	88	-o	-o	SYM
fsr-4002	144	89	ct	ct	NOUN
fsr-4002	144	90	2	2	NUM
fsr-4002	144	91	4	4	NUM
fsr-4002	144	92	-o	-o	SYM
fsr-4002	144	93	ct	ct	NOUN
fsr-4002	144	94	2	2	NUM
fsr-4002	144	95	5	5	NUM
fsr-4002	144	96	-o	-o	SYM
fsr-4002	144	97	ct	ct	NUM
fsr-4002	144	98	2	2	NUM
fsr-4002	144	99	6	6	NUM
fsr-4002	144	100	-o	-o	SYM
fsr-4002	144	101	ct	ct	NUM
fsr-4002	144	102	2	2	NUM
fsr-4002	144	103	7	7	NUM
fsr-4002	144	104	-o	-o	SYM
fsr-4002	144	105	ct	ct	NUM
fsr-4002	144	106	2	2	NUM
fsr-4002	144	107	8	8	NUM
fsr-4002	144	108	-o	-o	SYM
fsr-4002	144	109	ct	ct	NOUN
fsr-4002	144	110	2	2	NUM
fsr-4002	144	111	9	9	NUM
fsr-4002	144	112	-o	-o	SYM
fsr-4002	144	113	ct	ct	NOUN
fsr-4002	144	114	3	3	NUM
fsr-4002	144	115	0	0	NUM
fsr-4002	144	116	-o	-o	NUM
fsr-4002	144	117	ct	ct	NUM
fsr-4002	144	118	3	3	NUM
fsr-4002	144	119	1	1	NUM
fsr-4002	144	120	-o	-o	SYM
fsr-4002	144	121	ct	ct	NUM
fsr-4002	144	122	1	1	NUM
fsr-4002	144	123	%	%	NOUN
fsr-4002	144	124	53	53	NUM
fsr-4002	144	125	%	%	NOUN
fsr-4002	144	126	46	46	NUM
fsr-4002	144	127	%	%	NOUN
fsr-4002	144	128	positive	positive	ADJ
fsr-4002	144	129	neutral	neutral	ADJ
fsr-4002	144	130	negative	negative	ADJ
fsr-4002	144	131	financial	financial	ADJ
fsr-4002	144	132	services	service	NOUN
fsr-4002	144	133	review	review	NOUN
fsr-4002	144	134	,	,	PUNCT
fsr-4002	144	135	33(2	33(2	NUM
fsr-4002	144	136	)	)	PUNCT
fsr-4002	144	137	42	42	NUM
fsr-4002	144	138	table	table	NOUN
fsr-4002	144	139	1	1	NUM
fsr-4002	144	140	provides	provide	VERB
fsr-4002	144	141	additional	additional	ADJ
fsr-4002	144	142	detail	detail	NOUN
fsr-4002	144	143	on	on	ADP
fsr-4002	144	144	the	the	DET
fsr-4002	144	145	twenty	twenty	NUM
fsr-4002	144	146	most	most	ADV
fsr-4002	144	147	popular	popular	ADJ
fsr-4002	144	148	phrases	phrase	NOUN
fsr-4002	144	149	,	,	PUNCT
fsr-4002	144	150	persons	person	NOUN
fsr-4002	144	151	,	,	PUNCT
fsr-4002	144	152	and	and	CCONJ
fsr-4002	144	153	keywords	keyword	NOUN
fsr-4002	144	154	with	with	ADP
fsr-4002	144	155	sentiments	sentiment	NOUN
fsr-4002	144	156	of	of	ADP
fsr-4002	144	157	neutral	neutral	ADJ
fsr-4002	144	158	,	,	PUNCT
fsr-4002	144	159	negative	negative	ADJ
fsr-4002	144	160	,	,	PUNCT
fsr-4002	144	161	and	and	CCONJ
fsr-4002	144	162	positive	positive	ADJ
fsr-4002	144	163	along	along	ADP
fsr-4002	144	164	with	with	ADP
fsr-4002	144	165	the	the	DET
fsr-4002	144	166	category	category	NOUN
fsr-4002	144	167	sentiment	sentiment	NOUN
fsr-4002	144	168	score	score	NOUN
fsr-4002	144	169	.	.	PUNCT
fsr-4002	145	1	the	the	DET
fsr-4002	145	2	topranking	topranking	NOUN
fsr-4002	145	3	keyword	keyword	NOUN
fsr-4002	145	4	was	be	AUX
fsr-4002	145	5	debt	debt	NOUN
fsr-4002	145	6	,	,	PUNCT
fsr-4002	145	7	with	with	ADP
fsr-4002	145	8	106,605	106,605	NUM
fsr-4002	145	9	mentions	mention	NOUN
fsr-4002	145	10	,	,	PUNCT
fsr-4002	145	11	followed	follow	VERB
fsr-4002	145	12	by	by	ADP
fsr-4002	145	13	forgiveness	forgiveness	NOUN
fsr-4002	145	14	(	(	PUNCT
fsr-4002	145	15	42,010	42,010	NUM
fsr-4002	145	16	)	)	PUNCT
fsr-4002	145	17	,	,	PUNCT
fsr-4002	145	18	billion	billion	NUM
fsr-4002	145	19	(	(	PUNCT
fsr-4002	145	20	32,453	32,453	NUM
fsr-4002	145	21	)	)	PUNCT
fsr-4002	145	22	,	,	PUNCT
fsr-4002	145	23	tax	tax	NOUN
fsr-4002	145	24	(	(	PUNCT
fsr-4002	145	25	30,804	30,804	NUM
fsr-4002	145	26	)	)	PUNCT
fsr-4002	145	27	,	,	PUNCT
fsr-4002	145	28	and	and	CCONJ
fsr-4002	145	29	money	money	NOUN
fsr-4002	145	30	(	(	PUNCT
fsr-4002	145	31	27,854	27,854	NUM
fsr-4002	145	32	)	)	PUNCT
fsr-4002	145	33	.	.	PUNCT
fsr-4002	146	1	the	the	DET
fsr-4002	146	2	top	top	ADV
fsr-4002	146	3	-	-	PUNCT
fsr-4002	146	4	ranking	rank	VERB
fsr-4002	146	5	person	person	NOUN
fsr-4002	146	6	–	–	PUNCT
fsr-4002	146	7	in	in	ADP
fsr-4002	146	8	fact	fact	NOUN
fsr-4002	146	9	,	,	PUNCT
fsr-4002	146	10	the	the	DET
fsr-4002	146	11	only	only	ADJ
fsr-4002	146	12	person	person	NOUN
fsr-4002	146	13	listed	list	VERB
fsr-4002	146	14	in	in	ADP
fsr-4002	146	15	the	the	DET
fsr-4002	146	16	top	top	ADJ
fsr-4002	146	17	twenty	twenty	NUM
fsr-4002	146	18	topics	topic	NOUN
fsr-4002	146	19	–	–	PUNCT
fsr-4002	146	20	was	be	AUX
fsr-4002	146	21	biden	biden	NOUN
fsr-4002	146	22	(	(	PUNCT
fsr-4002	146	23	45,422	45,422	NUM
fsr-4002	146	24	)	)	PUNCT
fsr-4002	146	25	,	,	PUNCT
fsr-4002	146	26	who	who	PRON
fsr-4002	146	27	also	also	ADV
fsr-4002	146	28	ranked	rank	VERB
fsr-4002	146	29	as	as	ADP
fsr-4002	146	30	the	the	DET
fsr-4002	146	31	second	second	ADJ
fsr-4002	146	32	most	most	ADV
fsr-4002	146	33	popular	popular	ADJ
fsr-4002	146	34	topic	topic	NOUN
fsr-4002	146	35	across	across	ADP
fsr-4002	146	36	types	type	NOUN
fsr-4002	146	37	(	(	PUNCT
fsr-4002	146	38	president	president	NOUN
fsr-4002	146	39	is	be	AUX
fsr-4002	146	40	also	also	ADV
fsr-4002	146	41	listed	list	VERB
fsr-4002	146	42	as	as	ADP
fsr-4002	146	43	twentieth	twentieth	ADJ
fsr-4002	146	44	on	on	ADP
fsr-4002	146	45	this	this	DET
fsr-4002	146	46	list	list	NOUN
fsr-4002	146	47	with	with	ADP
fsr-4002	146	48	17,805	17,805	NUM
fsr-4002	146	49	mentions	mention	NOUN
fsr-4002	146	50	)	)	PUNCT
fsr-4002	146	51	.	.	PUNCT
fsr-4002	147	1	the	the	DET
fsr-4002	147	2	top	top	ADV
fsr-4002	147	3	-	-	PUNCT
fsr-4002	147	4	ranking	rank	VERB
fsr-4002	147	5	topics	topic	NOUN
fsr-4002	147	6	for	for	ADP
fsr-4002	147	7	negative	negative	ADJ
fsr-4002	147	8	sentiment	sentiment	NOUN
fsr-4002	147	9	were	be	AUX
fsr-4002	147	10	debt	debt	NOUN
fsr-4002	147	11	(	(	PUNCT
fsr-4002	147	12	69,286	69,286	NUM
fsr-4002	147	13	negative	negative	ADJ
fsr-4002	147	14	sentiment	sentiment	NOUN
fsr-4002	147	15	versus	versus	ADP
fsr-4002	147	16	722	722	NUM
fsr-4002	147	17	positive	positive	ADJ
fsr-4002	147	18	sentiment	sentiment	NOUN
fsr-4002	147	19	)	)	PUNCT
fsr-4002	147	20	,	,	PUNCT
fsr-4002	147	21	money	money	NOUN
fsr-4002	147	22	(	(	PUNCT
fsr-4002	147	23	24,742	24,742	NUM
fsr-4002	147	24	negative	negative	ADJ
fsr-4002	147	25	sentiment	sentiment	NOUN
fsr-4002	147	26	versus	versus	ADP
fsr-4002	147	27	104	104	NUM
fsr-4002	147	28	positive	positive	ADJ
fsr-4002	147	29	sentiment	sentiment	NOUN
fsr-4002	147	30	)	)	PUNCT
fsr-4002	147	31	,	,	PUNCT
fsr-4002	147	32	tax	tax	NOUN
fsr-4002	147	33	(	(	PUNCT
fsr-4002	147	34	22,976	22,976	NUM
fsr-4002	147	35	negative	negative	ADJ
fsr-4002	147	36	sentiment	sentiment	NOUN
fsr-4002	147	37	versus	versus	ADP
fsr-4002	147	38	38	38	NUM
fsr-4002	147	39	positive	positive	ADJ
fsr-4002	147	40	sentiment	sentiment	NOUN
fsr-4002	147	41	)	)	PUNCT
fsr-4002	147	42	,	,	PUNCT
fsr-4002	147	43	biden	biden	PROPN
fsr-4002	147	44	(	(	PUNCT
fsr-4002	147	45	20,935	20,935	NUM
fsr-4002	147	46	negative	negative	ADJ
fsr-4002	147	47	sentiment	sentiment	NOUN
fsr-4002	147	48	versus	versus	ADP
fsr-4002	147	49	218	218	NUM
fsr-4002	147	50	positive	positive	ADJ
fsr-4002	147	51	sentiment	sentiment	NOUN
fsr-4002	147	52	)	)	PUNCT
fsr-4002	147	53	,	,	PUNCT
fsr-4002	147	54	and	and	CCONJ
fsr-4002	147	55	genocide	genocide	NOUN
fsr-4002	147	56	(	(	PUNCT
fsr-4002	147	57	20,539	20,539	NUM
fsr-4002	147	58	negative	negative	ADJ
fsr-4002	147	59	sentiment	sentiment	NOUN
fsr-4002	147	60	versus	versus	ADP
fsr-4002	147	61	26	26	NUM
fsr-4002	147	62	positive	positive	ADJ
fsr-4002	147	63	sentiment	sentiment	NOUN
fsr-4002	147	64	)	)	PUNCT
fsr-4002	147	65	.	.	PUNCT
fsr-4002	148	1	every	every	DET
fsr-4002	148	2	topic	topic	NOUN
fsr-4002	148	3	,	,	PUNCT
fsr-4002	148	4	keyword	keyword	NOUN
fsr-4002	148	5	,	,	PUNCT
fsr-4002	148	6	and	and	CCONJ
fsr-4002	148	7	phrase	phrase	NOUN
fsr-4002	148	8	listed	list	VERB
fsr-4002	148	9	in	in	ADP
fsr-4002	148	10	the	the	DET
fsr-4002	148	11	top	top	ADJ
fsr-4002	148	12	twenty	twenty	NUM
fsr-4002	148	13	most	most	ADV
fsr-4002	148	14	popular	popular	ADJ
fsr-4002	148	15	topics	topic	NOUN
fsr-4002	148	16	had	have	VERB
fsr-4002	148	17	a	a	DET
fsr-4002	148	18	negative	negative	ADJ
fsr-4002	148	19	sentiment	sentiment	NOUN
fsr-4002	148	20	score	score	NOUN
fsr-4002	148	21	,	,	PUNCT
fsr-4002	148	22	supporting	support	VERB
fsr-4002	148	23	our	our	PRON
fsr-4002	148	24	second	second	ADJ
fsr-4002	148	25	hypothesis	hypothesis	NOUN
fsr-4002	148	26	.	.	PUNCT
fsr-4002	149	1	to	to	PART
fsr-4002	149	2	further	far	ADV
fsr-4002	149	3	investigate	investigate	VERB
fsr-4002	149	4	the	the	DET
fsr-4002	149	5	findings	finding	NOUN
fsr-4002	149	6	presented	present	VERB
fsr-4002	149	7	in	in	ADP
fsr-4002	149	8	table	table	NOUN
fsr-4002	149	9	1	1	NUM
fsr-4002	149	10	and	and	CCONJ
fsr-4002	149	11	provide	provide	VERB
fsr-4002	149	12	contextual	contextual	ADJ
fsr-4002	149	13	meaning	meaning	NOUN
fsr-4002	149	14	,	,	PUNCT
fsr-4002	149	15	a	a	DET
fsr-4002	149	16	positive	positive	ADJ
fsr-4002	149	17	to	to	ADP
fsr-4002	149	18	negative	negative	ADJ
fsr-4002	149	19	sentiment	sentiment	NOUN
fsr-4002	149	20	ratio	ratio	NOUN
fsr-4002	149	21	was	be	AUX
fsr-4002	149	22	created	create	VERB
fsr-4002	149	23	.	.	PUNCT
fsr-4002	150	1	this	this	DET
fsr-4002	150	2	ratio	ratio	NOUN
fsr-4002	150	3	was	be	AUX
fsr-4002	150	4	then	then	ADV
fsr-4002	150	5	compared	compare	VERB
fsr-4002	150	6	to	to	ADP
fsr-4002	150	7	the	the	DET
fsr-4002	150	8	number	number	NOUN
fsr-4002	150	9	of	of	ADP
fsr-4002	150	10	mentions	mention	NOUN
fsr-4002	150	11	.	.	PUNCT
fsr-4002	151	1	the	the	DET
fsr-4002	151	2	correlation	correlation	NOUN
fsr-4002	151	3	between	between	ADP
fsr-4002	151	4	the	the	DET
fsr-4002	151	5	positivenegative	positivenegative	ADJ
fsr-4002	151	6	sentiment	sentiment	NOUN
fsr-4002	151	7	ratio	ratio	NOUN
fsr-4002	151	8	and	and	CCONJ
fsr-4002	151	9	mentions	mention	NOUN
fsr-4002	151	10	was	be	AUX
fsr-4002	151	11	calculated	calculate	VERB
fsr-4002	151	12	to	to	PART
fsr-4002	151	13	be	be	AUX
fsr-4002	151	14	0.149	0.149	NUM
fsr-4002	151	15	,	,	PUNCT
fsr-4002	151	16	indicating	indicate	VERB
fsr-4002	151	17	a	a	DET
fsr-4002	151	18	weak	weak	ADJ
fsr-4002	151	19	,	,	PUNCT
fsr-4002	151	20	positive	positive	ADJ
fsr-4002	151	21	relationship	relationship	NOUN
fsr-4002	151	22	.	.	PUNCT
fsr-4002	152	1	this	this	DET
fsr-4002	152	2	weak	weak	ADJ
fsr-4002	152	3	relationship	relationship	NOUN
fsr-4002	152	4	further	far	ADV
fsr-4002	152	5	supports	support	VERB
fsr-4002	152	6	the	the	DET
fsr-4002	152	7	findings	finding	NOUN
fsr-4002	152	8	and	and	CCONJ
fsr-4002	152	9	gives	give	VERB
fsr-4002	152	10	context	context	NOUN
fsr-4002	152	11	to	to	ADP
fsr-4002	152	12	any	any	DET
fsr-4002	152	13	potential	potential	ADJ
fsr-4002	152	14	bias	bias	NOUN
fsr-4002	152	15	in	in	ADP
fsr-4002	152	16	interpretation	interpretation	NOUN
fsr-4002	152	17	of	of	ADP
fsr-4002	152	18	high	high	ADJ
fsr-4002	152	19	frequency	frequency	NOUN
fsr-4002	152	20	words	word	NOUN
fsr-4002	152	21	.	.	PUNCT
fsr-4002	153	1	when	when	SCONJ
fsr-4002	153	2	table	table	NOUN
fsr-4002	153	3	1	1	NUM
fsr-4002	153	4	was	be	AUX
fsr-4002	153	5	sorted	sort	VERB
fsr-4002	153	6	by	by	ADP
fsr-4002	153	7	highest	high	ADJ
fsr-4002	153	8	positive	positive	ADJ
fsr-4002	153	9	-	-	PUNCT
fsr-4002	153	10	negative	negative	ADJ
fsr-4002	153	11	sentiment	sentiment	NOUN
fsr-4002	153	12	ratio	ratio	NOUN
fsr-4002	153	13	,	,	PUNCT
fsr-4002	153	14	the	the	DET
fsr-4002	153	15	top	top	ADJ
fsr-4002	153	16	five	five	NUM
fsr-4002	153	17	results	result	NOUN
fsr-4002	153	18	form	form	VERB
fsr-4002	153	19	a	a	DET
fsr-4002	153	20	cluster	cluster	NOUN
fsr-4002	153	21	around	around	ADP
fsr-4002	153	22	student	student	NOUN
fsr-4002	153	23	loans	loan	NOUN
fsr-4002	153	24	:	:	PUNCT
fsr-4002	153	25	borrowers	borrower	NOUN
fsr-4002	153	26	(	(	PUNCT
fsr-4002	153	27	0.028	0.028	NUM
fsr-4002	153	28	)	)	PUNCT
fsr-4002	153	29	,	,	PUNCT
fsr-4002	153	30	forgiveness	forgiveness	NOUN
fsr-4002	153	31	(	(	PUNCT
fsr-4002	153	32	0.026	0.026	NUM
fsr-4002	153	33	)	)	PUNCT
fsr-4002	153	34	,	,	PUNCT
fsr-4002	153	35	student	student	NOUN
fsr-4002	153	36	loan	loan	NOUN
fsr-4002	153	37	payments	payment	NOUN
fsr-4002	153	38	(	(	PUNCT
fsr-4002	153	39	0.023	0.023	NUM
fsr-4002	153	40	)	)	PUNCT
fsr-4002	153	41	,	,	PUNCT
fsr-4002	153	42	payments	payment	NOUN
fsr-4002	153	43	(	(	PUNCT
fsr-4002	153	44	0.020	0.020	NUM
fsr-4002	153	45	)	)	PUNCT
fsr-4002	153	46	,	,	PUNCT
fsr-4002	153	47	and	and	CCONJ
fsr-4002	153	48	president	president	NOUN
fsr-4002	153	49	(	(	PUNCT
fsr-4002	153	50	0.015	0.015	NUM
fsr-4002	153	51	)	)	PUNCT
fsr-4002	153	52	.	.	PUNCT
fsr-4002	154	1	however	however	ADV
fsr-4002	154	2	,	,	PUNCT
fsr-4002	154	3	each	each	PRON
fsr-4002	154	4	of	of	ADP
fsr-4002	154	5	these	these	DET
fsr-4002	154	6	ratios	ratio	NOUN
fsr-4002	154	7	remains	remain	VERB
fsr-4002	154	8	quite	quite	ADV
fsr-4002	154	9	low	low	ADJ
fsr-4002	154	10	at	at	ADP
fsr-4002	154	11	<	<	NOUN
fsr-4002	154	12	0.03	0.03	NUM
fsr-4002	154	13	.	.	PUNCT
fsr-4002	154	14	table	table	NOUN
fsr-4002	154	15	2	2	NUM
fsr-4002	154	16	groups	group	NOUN
fsr-4002	154	17	each	each	PRON
fsr-4002	154	18	of	of	ADP
fsr-4002	154	19	the	the	DET
fsr-4002	154	20	top	top	ADJ
fsr-4002	154	21	topics	topic	NOUN
fsr-4002	154	22	into	into	ADP
fsr-4002	154	23	three	three	NUM
fsr-4002	154	24	broad	broad	ADJ
fsr-4002	154	25	categories	category	NOUN
fsr-4002	154	26	(	(	PUNCT
fsr-4002	154	27	student	student	NOUN
fsr-4002	154	28	loans	loan	NOUN
fsr-4002	154	29	,	,	PUNCT
fsr-4002	154	30	government	government	NOUN
fsr-4002	154	31	,	,	PUNCT
fsr-4002	154	32	and	and	CCONJ
fsr-4002	154	33	other	other	ADJ
fsr-4002	154	34	/	/	SYM
fsr-4002	154	35	ambiguous	ambiguous	ADJ
fsr-4002	154	36	)	)	PUNCT
fsr-4002	154	37	to	to	PART
fsr-4002	154	38	better	well	ADV
fsr-4002	154	39	focus	focus	VERB
fsr-4002	154	40	on	on	ADP
fsr-4002	154	41	borrower	borrower	NOUN
fsr-4002	154	42	sentiment	sentiment	NOUN
fsr-4002	154	43	attached	attach	VERB
fsr-4002	154	44	to	to	ADP
fsr-4002	154	45	student	student	NOUN
fsr-4002	154	46	loans	loan	NOUN
fsr-4002	154	47	.	.	PUNCT
fsr-4002	155	1	the	the	DET
fsr-4002	155	2	average	average	ADJ
fsr-4002	155	3	positive	positive	ADJ
fsr-4002	155	4	-	-	PUNCT
fsr-4002	155	5	negative	negative	ADJ
fsr-4002	155	6	sentiment	sentiment	NOUN
fsr-4002	155	7	ratio	ratio	NOUN
fsr-4002	155	8	was	be	AUX
fsr-4002	155	9	calculated	calculate	VERB
fsr-4002	155	10	for	for	ADP
fsr-4002	155	11	each	each	DET
fsr-4002	155	12	category	category	NOUN
fsr-4002	155	13	.	.	PUNCT
fsr-4002	156	1	the	the	DET
fsr-4002	156	2	student	student	NOUN
fsr-4002	156	3	loans	loan	NOUN
fsr-4002	156	4	category	category	NOUN
fsr-4002	156	5	had	have	VERB
fsr-4002	156	6	the	the	DET
fsr-4002	156	7	highest	high	ADJ
fsr-4002	156	8	average	average	ADJ
fsr-4002	156	9	positive	positive	ADJ
fsr-4002	156	10	-	-	PUNCT
fsr-4002	156	11	negative	negative	ADJ
fsr-4002	156	12	sentiment	sentiment	NOUN
fsr-4002	156	13	ratio	ratio	NOUN
fsr-4002	156	14	at	at	ADP
fsr-4002	156	15	0.021	0.021	NUM
fsr-4002	156	16	.	.	PUNCT
fsr-4002	157	1	the	the	DET
fsr-4002	157	2	next	next	ADJ
fsr-4002	157	3	highest	high	ADJ
fsr-4002	157	4	categories	category	NOUN
fsr-4002	157	5	were	be	AUX
fsr-4002	157	6	government	government	NOUN
fsr-4002	157	7	(	(	PUNCT
fsr-4002	157	8	0.005	0.005	NUM
fsr-4002	157	9	)	)	PUNCT
fsr-4002	157	10	and	and	CCONJ
fsr-4002	157	11	other	other	ADJ
fsr-4002	157	12	/	/	SYM
fsr-4002	157	13	ambiguous	ambiguous	ADJ
fsr-4002	157	14	(	(	PUNCT
fsr-4002	157	15	0.002	0.002	NUM
fsr-4002	157	16	)	)	PUNCT
fsr-4002	157	17	.	.	PUNCT
fsr-4002	158	1	financial	financial	ADJ
fsr-4002	158	2	services	services	PROPN
fsr-4002	158	3	review	review	PROPN
fsr-4002	158	4	,	,	PUNCT
fsr-4002	158	5	33(2	33(2	NUM
fsr-4002	158	6	)	)	PUNCT
fsr-4002	158	7	43	43	NUM
fsr-4002	158	8	table	table	NOUN
fsr-4002	158	9	1	1	NUM
fsr-4002	158	10	.	.	PUNCT
fsr-4002	158	11	top	top	ADJ
fsr-4002	158	12	20	20	NUM
fsr-4002	158	13	topics	topic	NOUN
fsr-4002	158	14	by	by	ADP
fsr-4002	158	15	mentions	mention	NOUN
fsr-4002	158	16	and	and	CCONJ
fsr-4002	158	17	corresponding	correspond	VERB
fsr-4002	158	18	sentiment	sentiment	NOUN
fsr-4002	158	19	statistics	statistic	NOUN
fsr-4002	158	20	topic	topic	NOUN
fsr-4002	158	21	name	name	NOUN
fsr-4002	158	22	type	type	NOUN
fsr-4002	158	23	mentions	mention	VERB
fsr-4002	158	24	negative	negative	ADJ
fsr-4002	158	25	neutral	neutral	ADJ
fsr-4002	158	26	positive	positive	ADJ
fsr-4002	158	27	sentiment	sentiment	NOUN
fsr-4002	158	28	score	score	VERB
fsr-4002	158	29	+	+	NOUN
fsr-4002	158	30	/ratio	/ratio	NOUN
fsr-4002	158	31	debt	debt	NOUN
fsr-4002	158	32	keyword	keyword	NOUN
fsr-4002	158	33	106605	106605	NUM
fsr-4002	158	34	69286	69286	NUM
fsr-4002	158	35	36596	36596	NUM
fsr-4002	158	36	722	722	NUM
fsr-4002	158	37	-64	-64	SYM
fsr-4002	158	38	0.010	0.010	NUM
fsr-4002	158	39	biden	biden	PROPN
fsr-4002	158	40	person	person	NOUN
fsr-4002	158	41	45422	45422	NUM
fsr-4002	158	42	20935	20935	NUM
fsr-4002	158	43	24268	24268	NUM
fsr-4002	158	44	218	218	NUM
fsr-4002	158	45	-45	-45	SYM
fsr-4002	158	46	0.010	0.010	NUM
fsr-4002	158	47	forgiveness	forgiveness	NOUN
fsr-4002	158	48	keyword	keyword	NOUN
fsr-4002	158	49	42010	42010	NUM
fsr-4002	158	50	16435	16435	NUM
fsr-4002	158	51	25150	25150	NUM
fsr-4002	158	52	425	425	NUM
fsr-4002	158	53	-38	-38	PROPN
fsr-4002	158	54	0.026	0.026	NUM
fsr-4002	158	55	billion	billion	NUM
fsr-4002	158	56	keyword	keyword	NOUN
fsr-4002	158	57	32453	32453	NUM
fsr-4002	158	58	14024	14024	NUM
fsr-4002	158	59	18377	18377	NUM
fsr-4002	158	60	50	50	NUM
fsr-4002	158	61	-43	-43	NUM
fsr-4002	158	62	0.004	0.004	NUM
fsr-4002	158	63	tax	tax	NOUN
fsr-4002	158	64	keyword	keyword	NOUN
fsr-4002	158	65	30804	30804	NUM
fsr-4002	158	66	22976	22976	NUM
fsr-4002	158	67	7788	7788	NUM
fsr-4002	158	68	38	38	NUM
fsr-4002	158	69	-74	-74	SYM
fsr-4002	158	70	0.002	0.002	NUM
fsr-4002	158	71	money	money	NOUN
fsr-4002	158	72	keyword	keyword	NOUN
fsr-4002	158	73	27854	27854	NUM
fsr-4002	158	74	24742	24742	NUM
fsr-4002	158	75	3006	3006	NUM
fsr-4002	158	76	104	104	NUM
fsr-4002	158	77	-88	-88	SYM
fsr-4002	158	78	0.004	0.004	NUM
fsr-4002	158	79	payments	payment	NOUN
fsr-4002	158	80	keyword	keyword	NOUN
fsr-4002	158	81	24643	24643	NUM
fsr-4002	158	82	10852	10852	NUM
fsr-4002	158	83	13571	13571	NUM
fsr-4002	158	84	218	218	NUM
fsr-4002	159	1	-43	-43	SYM
fsr-4002	159	2	0.020	0.020	NUM
fsr-4002	159	3	relief	relief	NOUN
fsr-4002	159	4	keyword	keyword	NOUN
fsr-4002	159	5	22649	22649	NUM
fsr-4002	159	6	15013	15013	NUM
fsr-4002	159	7	7488	7488	NUM
fsr-4002	159	8	146	146	NUM
fsr-4002	159	9	-65	-65	SYM
fsr-4002	159	10	0.010	0.010	NUM
fsr-4002	159	11	women	woman	NOUN
fsr-4002	159	12	keyword	keyword	NOUN
fsr-4002	159	13	20785	20785	NUM
fsr-4002	159	14	17928	17928	NUM
fsr-4002	159	15	2851	2851	NUM
fsr-4002	159	16	5	5	NUM
fsr-4002	159	17	-86	-86	SYM
fsr-4002	159	18	0.000	0.000	NUM
fsr-4002	159	19	genocide	genocide	NOUN
fsr-4002	159	20	keyword	keyword	NOUN
fsr-4002	159	21	20638	20638	NUM
fsr-4002	159	22	20539	20539	NUM
fsr-4002	159	23	71	71	NUM
fsr-4002	159	24	26	26	NUM
fsr-4002	159	25	-99	-99	SYM
fsr-4002	159	26	0.001	0.001	NUM
fsr-4002	159	27	americans	americans	PROPN
fsr-4002	159	28	keyword	keyword	VERB
fsr-4002	159	29	20536	20536	NUM
fsr-4002	159	30	9218	9218	NUM
fsr-4002	159	31	11248	11248	NUM
fsr-4002	159	32	68	68	NUM
fsr-4002	159	33	-44	-44	SYM
fsr-4002	159	34	0.007	0.007	NUM
fsr-4002	159	35	borrowers	borrower	NOUN
fsr-4002	159	36	keyword	keyword	VERB
fsr-4002	159	37	19924	19924	NUM
fsr-4002	159	38	7300	7300	NUM
fsr-4002	159	39	12420	12420	NUM
fsr-4002	159	40	203	203	NUM
fsr-4002	159	41	-35	-35	SYM
fsr-4002	159	42	0.028	0.028	NUM
fsr-4002	159	43	student	student	NOUN
fsr-4002	159	44	loan	loan	NOUN
fsr-4002	159	45	payments	payment	NOUN
fsr-4002	159	46	phrase	phrase	NOUN
fsr-4002	159	47	19906	19906	NUM
fsr-4002	159	48	8613	8613	NUM
fsr-4002	159	49	11095	11095	NUM
fsr-4002	159	50	197	197	NUM
fsr-4002	159	51	-42	-42	SYM
fsr-4002	159	52	0.023	0.023	NUM
fsr-4002	159	53	tax	tax	NOUN
fsr-4002	159	54	money	money	NOUN
fsr-4002	159	55	phrase	phrase	NOUN
fsr-4002	159	56	19834	19834	NUM
fsr-4002	159	57	19756	19756	NUM
fsr-4002	159	58	77	77	NUM
fsr-4002	159	59	0	0	NUM
fsr-4002	159	60	-99	-99	SYM
fsr-4002	159	61	0.000	0.000	NUM
fsr-4002	159	62	children	child	NOUN
fsr-4002	159	63	keyword	keyword	VERB
fsr-4002	159	64	19762	19762	NUM
fsr-4002	159	65	18614	18614	NUM
fsr-4002	159	66	1124	1124	NUM
fsr-4002	159	67	23	23	NUM
fsr-4002	159	68	-94	-94	SYM
fsr-4002	159	69	0.001	0.001	NUM
fsr-4002	159	70	voted	vote	VERB
fsr-4002	159	71	keyword	keyword	NOUN
fsr-4002	159	72	18593	18593	NUM
fsr-4002	159	73	6397	6397	NUM
fsr-4002	159	74	12165	12165	NUM
fsr-4002	159	75	29	29	NUM
fsr-4002	159	76	-34	-34	SYM
fsr-4002	159	77	0.005	0.005	NUM
fsr-4002	159	78	hard	hard	ADJ
fsr-4002	159	79	keyword	keyword	NOUN
fsr-4002	159	80	18557	18557	NUM
fsr-4002	159	81	18029	18029	NUM
fsr-4002	159	82	515	515	NUM
fsr-4002	159	83	11	11	NUM
fsr-4002	159	84	-97	-97	SYM
fsr-4002	159	85	0.001	0.001	NUM
fsr-4002	159	86	universal	universal	ADJ
fsr-4002	159	87	keyword	keyword	NOUN
fsr-4002	159	88	18200	18200	NUM
fsr-4002	159	89	17697	17697	NUM
fsr-4002	159	90	494	494	NUM
fsr-4002	159	91	8	8	NUM
fsr-4002	159	92	-97	-97	SYM
fsr-4002	159	93	0.000	0.000	NUM
fsr-4002	159	94	health	health	NOUN
fsr-4002	159	95	care	care	NOUN
fsr-4002	159	96	phrase	phrase	NOUN
fsr-4002	159	97	17883	17883	NUM
fsr-4002	159	98	17754	17754	NUM
fsr-4002	159	99	119	119	NUM
fsr-4002	159	100	8	8	NUM
fsr-4002	159	101	-99	-99	SYM
fsr-4002	159	102	0.000	0.000	NUM
fsr-4002	159	103	president	president	PROPN
fsr-4002	159	104	keyword	keyword	NOUN
fsr-4002	159	105	17805	17805	NUM
fsr-4002	159	106	5840	5840	NUM
fsr-4002	159	107	11875	11875	NUM
fsr-4002	159	108	89	89	NUM
fsr-4002	159	109	-32	-32	SYM
fsr-4002	159	110	0.015	0.015	NUM
fsr-4002	159	111	financial	financial	PROPN
fsr-4002	159	112	services	service	NOUN
fsr-4002	159	113	review	review	NOUN
fsr-4002	159	114	,	,	PUNCT
fsr-4002	159	115	33(2	33(2	NUM
fsr-4002	159	116	)	)	PUNCT
fsr-4002	159	117	44	44	NUM
fsr-4002	159	118	table	table	NOUN
fsr-4002	159	119	2	2	NUM
fsr-4002	159	120	.	.	PUNCT
fsr-4002	159	121	average	average	ADJ
fsr-4002	159	122	topic	topic	NOUN
fsr-4002	159	123	positive	positive	ADJ
fsr-4002	159	124	-	-	PUNCT
fsr-4002	159	125	negative	negative	ADJ
fsr-4002	159	126	sentiment	sentiment	NOUN
fsr-4002	159	127	ratio	ratio	NOUN
fsr-4002	159	128	across	across	ADP
fsr-4002	159	129	categories	category	NOUN
fsr-4002	159	130	topic	topic	NOUN
fsr-4002	159	131	name	name	NOUN
fsr-4002	159	132	type	type	NOUN
fsr-4002	159	133	mentions	mention	VERB
fsr-4002	159	134	negative	negative	ADJ
fsr-4002	159	135	neutral	neutral	ADJ
fsr-4002	159	136	positive	positive	ADJ
fsr-4002	159	137	sentiment	sentiment	NOUN
fsr-4002	159	138	score	score	VERB
fsr-4002	159	139	+	+	NOUN
fsr-4002	159	140	/ratio	/ratio	NOUN
fsr-4002	159	141	category	category	NOUN
fsr-4002	159	142	:	:	PUNCT
fsr-4002	159	143	student	student	NOUN
fsr-4002	159	144	loans	loan	NOUN
fsr-4002	159	145	debt	debt	NOUN
fsr-4002	159	146	keyword	keyword	NOUN
fsr-4002	159	147	106605	106605	NUM
fsr-4002	159	148	69286	69286	NUM
fsr-4002	159	149	36596	36596	NUM
fsr-4002	159	150	722	722	NUM
fsr-4002	159	151	-64	-64	SYM
fsr-4002	159	152	0.010	0.010	NUM
fsr-4002	159	153	forgiveness	forgiveness	NOUN
fsr-4002	159	154	keyword	keyword	NOUN
fsr-4002	159	155	42010	42010	NUM
fsr-4002	159	156	16435	16435	NUM
fsr-4002	159	157	25150	25150	NUM
fsr-4002	159	158	425	425	NUM
fsr-4002	159	159	-38	-38	PROPN
fsr-4002	159	160	0.026	0.026	NUM
fsr-4002	159	161	payments	payment	NOUN
fsr-4002	159	162	keyword	keyword	NOUN
fsr-4002	159	163	24643	24643	NUM
fsr-4002	159	164	10852	10852	NUM
fsr-4002	159	165	13571	13571	NUM
fsr-4002	159	166	218	218	NUM
fsr-4002	159	167	-43	-43	SYM
fsr-4002	159	168	0.020	0.020	NUM
fsr-4002	159	169	borrowers	borrower	NOUN
fsr-4002	159	170	keyword	keyword	NOUN
fsr-4002	159	171	19924	19924	NUM
fsr-4002	159	172	7300	7300	NUM
fsr-4002	159	173	12420	12420	NUM
fsr-4002	159	174	203	203	NUM
fsr-4002	159	175	-35	-35	SYM
fsr-4002	159	176	0.028	0.028	NUM
fsr-4002	159	177	student	student	NOUN
fsr-4002	159	178	loan	loan	NOUN
fsr-4002	159	179	payments	payment	NOUN
fsr-4002	159	180	phrase	phrase	NOUN
fsr-4002	159	181	19906	19906	NUM
fsr-4002	159	182	8613	8613	NUM
fsr-4002	159	183	11095	11095	NUM
fsr-4002	159	184	197	197	NUM
fsr-4002	159	185	-42	-42	SYM
fsr-4002	159	186	0.023	0.023	NUM
fsr-4002	159	187	average	average	NOUN
fsr-4002	159	188	+	+	NOUN
fsr-4002	159	189	/score	/score	ADP
fsr-4002	159	190	0.021	0.021	NUM
fsr-4002	159	191	category	category	NOUN
fsr-4002	159	192	:	:	PUNCT
fsr-4002	159	193	government	government	NOUN
fsr-4002	159	194	biden	biden	PROPN
fsr-4002	159	195	person	person	NOUN
fsr-4002	159	196	45422	45422	NUM
fsr-4002	159	197	20935	20935	NUM
fsr-4002	159	198	24268	24268	NUM
fsr-4002	159	199	218	218	NUM
fsr-4002	159	200	-45	-45	SYM
fsr-4002	159	201	0.010	0.010	NUM
fsr-4002	159	202	tax	tax	NOUN
fsr-4002	159	203	keyword	keyword	NOUN
fsr-4002	159	204	30804	30804	NUM
fsr-4002	159	205	22976	22976	NUM
fsr-4002	159	206	7788	7788	NUM
fsr-4002	159	207	38	38	NUM
fsr-4002	159	208	-74	-74	SYM
fsr-4002	159	209	0.002	0.002	NUM
fsr-4002	159	210	money	money	NOUN
fsr-4002	159	211	keyword	keyword	NOUN
fsr-4002	159	212	27854	27854	NUM
fsr-4002	159	213	24742	24742	NUM
fsr-4002	159	214	3006	3006	NUM
fsr-4002	159	215	104	104	NUM
fsr-4002	159	216	-88	-88	SYM
fsr-4002	159	217	0.004	0.004	NUM
fsr-4002	159	218	americans	americans	PROPN
fsr-4002	159	219	keyword	keyword	VERB
fsr-4002	159	220	20536	20536	NUM
fsr-4002	159	221	9218	9218	NUM
fsr-4002	159	222	11248	11248	NUM
fsr-4002	159	223	68	68	NUM
fsr-4002	159	224	-44	-44	SYM
fsr-4002	159	225	0.007	0.007	NUM
fsr-4002	159	226	tax	tax	NOUN
fsr-4002	159	227	money	money	NOUN
fsr-4002	159	228	phrase	phrase	NOUN
fsr-4002	159	229	19834	19834	NUM
fsr-4002	159	230	19756	19756	NUM
fsr-4002	159	231	77	77	NUM
fsr-4002	159	232	0	0	NUM
fsr-4002	159	233	-99	-99	SYM
fsr-4002	159	234	0.000	0.000	NUM
fsr-4002	159	235	voted	vote	VERB
fsr-4002	159	236	keyword	keyword	NOUN
fsr-4002	159	237	18593	18593	NUM
fsr-4002	159	238	6397	6397	NUM
fsr-4002	159	239	12165	12165	NUM
fsr-4002	159	240	29	29	NUM
fsr-4002	159	241	-34	-34	SYM
fsr-4002	159	242	0.005	0.005	NUM
fsr-4002	159	243	health	health	NOUN
fsr-4002	159	244	care	care	NOUN
fsr-4002	159	245	phrase	phrase	NOUN
fsr-4002	159	246	17883	17883	NUM
fsr-4002	159	247	17754	17754	NUM
fsr-4002	159	248	119	119	NUM
fsr-4002	159	249	8	8	NUM
fsr-4002	159	250	-99	-99	SYM
fsr-4002	159	251	0.000	0.000	NUM
fsr-4002	159	252	president	president	PROPN
fsr-4002	159	253	keyword	keyword	NOUN
fsr-4002	159	254	17805	17805	NUM
fsr-4002	159	255	5840	5840	NUM
fsr-4002	159	256	11875	11875	NUM
fsr-4002	159	257	89	89	NUM
fsr-4002	159	258	-32	-32	SYM
fsr-4002	159	259	0.015	0.015	NUM
fsr-4002	159	260	average	average	NOUN
fsr-4002	159	261	+	+	ADJ
fsr-4002	159	262	/score	/score	ADJ
fsr-4002	159	263	0.005	0.005	NUM
fsr-4002	159	264	category	category	NOUN
fsr-4002	159	265	:	:	PUNCT
fsr-4002	159	266	other	other	ADJ
fsr-4002	159	267	/	/	SYM
fsr-4002	159	268	ambiguous	ambiguous	ADJ
fsr-4002	159	269	billion	billion	NUM
fsr-4002	159	270	keyword	keyword	NOUN
fsr-4002	159	271	32453	32453	NUM
fsr-4002	159	272	14024	14024	NUM
fsr-4002	159	273	18377	18377	NUM
fsr-4002	159	274	50	50	NUM
fsr-4002	159	275	-43	-43	NUM
fsr-4002	159	276	0.004	0.004	NUM
fsr-4002	159	277	relief	relief	NOUN
fsr-4002	159	278	keyword	keyword	NOUN
fsr-4002	159	279	22649	22649	NUM
fsr-4002	159	280	15013	15013	NUM
fsr-4002	159	281	7488	7488	NUM
fsr-4002	159	282	146	146	NUM
fsr-4002	159	283	-65	-65	SYM
fsr-4002	159	284	0.010	0.010	NUM
fsr-4002	159	285	women	woman	NOUN
fsr-4002	159	286	keyword	keyword	NOUN
fsr-4002	159	287	20785	20785	NUM
fsr-4002	159	288	17928	17928	NUM
fsr-4002	159	289	2851	2851	NUM
fsr-4002	159	290	5	5	NUM
fsr-4002	159	291	-86	-86	SYM
fsr-4002	160	1	0.000	0.000	NUM
fsr-4002	160	2	genocide	genocide	NOUN
fsr-4002	160	3	keyword	keyword	NOUN
fsr-4002	160	4	20638	20638	NUM
fsr-4002	160	5	20539	20539	NUM
fsr-4002	160	6	71	71	NUM
fsr-4002	160	7	26	26	NUM
fsr-4002	160	8	-99	-99	SYM
fsr-4002	160	9	0.001	0.001	NUM
fsr-4002	160	10	children	child	NOUN
fsr-4002	160	11	keyword	keyword	NOUN
fsr-4002	160	12	19762	19762	NUM
fsr-4002	160	13	18614	18614	NUM
fsr-4002	160	14	1124	1124	NUM
fsr-4002	160	15	23	23	NUM
fsr-4002	160	16	-94	-94	SYM
fsr-4002	160	17	0.001	0.001	NUM
fsr-4002	160	18	hard	hard	ADJ
fsr-4002	160	19	keyword	keyword	NOUN
fsr-4002	160	20	18557	18557	NUM
fsr-4002	160	21	18029	18029	NUM
fsr-4002	160	22	515	515	NUM
fsr-4002	160	23	11	11	NUM
fsr-4002	160	24	-97	-97	SYM
fsr-4002	160	25	0.001	0.001	NUM
fsr-4002	160	26	universal	universal	ADJ
fsr-4002	160	27	keyword	keyword	NOUN
fsr-4002	160	28	18200	18200	NUM
fsr-4002	160	29	17697	17697	NUM
fsr-4002	160	30	494	494	NUM
fsr-4002	160	31	8	8	NUM
fsr-4002	160	32	-97	-97	SYM
fsr-4002	160	33	0.000	0.000	NUM
fsr-4002	160	34	average	average	NOUN
fsr-4002	160	35	+	+	PROPN
fsr-4002	160	36	/score	/score	ADP
fsr-4002	160	37	0.002	0.002	NUM
fsr-4002	160	38	anderson	anderson	PROPN
fsr-4002	160	39	et	et	PROPN
fsr-4002	160	40	al	al	PROPN
fsr-4002	160	41	.	.	PROPN
fsr-4002	161	1	45	45	NUM
fsr-4002	161	2	table	table	NOUN
fsr-4002	161	3	3	3	NUM
fsr-4002	161	4	displays	display	VERB
fsr-4002	161	5	the	the	DET
fsr-4002	161	6	twenty	twenty	NUM
fsr-4002	161	7	most	most	ADV
fsr-4002	161	8	popular	popular	ADJ
fsr-4002	161	9	phrases	phrase	NOUN
fsr-4002	161	10	with	with	ADP
fsr-4002	161	11	sentiments	sentiment	NOUN
fsr-4002	161	12	of	of	ADP
fsr-4002	161	13	neutral	neutral	ADJ
fsr-4002	161	14	,	,	PUNCT
fsr-4002	161	15	negative	negative	ADJ
fsr-4002	161	16	,	,	PUNCT
fsr-4002	161	17	and	and	CCONJ
fsr-4002	161	18	positive	positive	ADJ
fsr-4002	161	19	,	,	PUNCT
fsr-4002	161	20	along	along	ADP
fsr-4002	161	21	with	with	ADP
fsr-4002	161	22	the	the	DET
fsr-4002	161	23	category	category	NOUN
fsr-4002	161	24	sentiment	sentiment	NOUN
fsr-4002	161	25	score	score	NOUN
fsr-4002	161	26	.	.	PUNCT
fsr-4002	162	1	the	the	DET
fsr-4002	162	2	topranking	topranking	NOUN
fsr-4002	162	3	phrases	phrase	NOUN
fsr-4002	162	4	were	be	AUX
fsr-4002	162	5	student	student	NOUN
fsr-4002	162	6	loan	loan	NOUN
fsr-4002	162	7	payments	payment	NOUN
fsr-4002	162	8	(	(	PUNCT
fsr-4002	162	9	19,906	19,906	NUM
fsr-4002	162	10	mentions	mention	NOUN
fsr-4002	162	11	)	)	PUNCT
fsr-4002	162	12	,	,	PUNCT
fsr-4002	162	13	followed	follow	VERB
fsr-4002	162	14	by	by	ADP
fsr-4002	162	15	tax	tax	NOUN
fsr-4002	162	16	money	money	NOUN
fsr-4002	162	17	(	(	PUNCT
fsr-4002	162	18	19,834	19,834	NUM
fsr-4002	162	19	)	)	PUNCT
fsr-4002	162	20	,	,	PUNCT
fsr-4002	162	21	health	health	NOUN
fsr-4002	162	22	care	care	NOUN
fsr-4002	162	23	(	(	PUNCT
fsr-4002	162	24	17,883	17,883	NUM
fsr-4002	162	25	)	)	PUNCT
fsr-4002	162	26	,	,	PUNCT
fsr-4002	162	27	forgiving	forgive	VERB
fsr-4002	162	28	student	student	NOUN
fsr-4002	162	29	loan	loan	NOUN
fsr-4002	162	30	debt	debt	NOUN
fsr-4002	162	31	(	(	PUNCT
fsr-4002	162	32	17,469	17,469	NUM
fsr-4002	162	33	)	)	PUNCT
fsr-4002	162	34	,	,	PUNCT
fsr-4002	162	35	and	and	CCONJ
fsr-4002	162	36	funding	fund	VERB
fsr-4002	162	37	a	a	DET
fsr-4002	162	38	genocide	genocide	NOUN
fsr-4002	162	39	(	(	PUNCT
fsr-4002	162	40	17,217	17,217	NUM
fsr-4002	162	41	)	)	PUNCT
fsr-4002	162	42	.	.	PUNCT
fsr-4002	163	1	regarding	regard	VERB
fsr-4002	163	2	the	the	DET
fsr-4002	163	3	mix	mix	NOUN
fsr-4002	163	4	of	of	ADP
fsr-4002	163	5	sentiment	sentiment	NOUN
fsr-4002	163	6	,	,	PUNCT
fsr-4002	163	7	16/20	16/20	NUM
fsr-4002	163	8	(	(	PUNCT
fsr-4002	163	9	80	80	NUM
fsr-4002	163	10	%	%	NOUN
fsr-4002	163	11	)	)	PUNCT
fsr-4002	163	12	of	of	ADP
fsr-4002	163	13	topics	topic	NOUN
fsr-4002	163	14	had	have	VERB
fsr-4002	163	15	a	a	DET
fsr-4002	163	16	negative	negative	ADJ
fsr-4002	163	17	sentiment	sentiment	NOUN
fsr-4002	163	18	score	score	NOUN
fsr-4002	163	19	,	,	PUNCT
fsr-4002	163	20	and	and	CCONJ
fsr-4002	163	21	4/20	4/20	NUM
fsr-4002	163	22	(	(	PUNCT
fsr-4002	163	23	20	20	NUM
fsr-4002	163	24	%	%	NOUN
fsr-4002	163	25	)	)	PUNCT
fsr-4002	163	26	had	have	VERB
fsr-4002	163	27	a	a	DET
fsr-4002	163	28	neutral	neutral	ADJ
fsr-4002	163	29	sentiment	sentiment	NOUN
fsr-4002	163	30	score	score	NOUN
fsr-4002	163	31	of	of	ADP
fsr-4002	163	32	0	0	NUM
fsr-4002	163	33	.	.	PUNCT
fsr-4002	164	1	the	the	DET
fsr-4002	164	2	top	top	ADV
fsr-4002	164	3	-	-	PUNCT
fsr-4002	164	4	ranking	rank	VERB
fsr-4002	164	5	topics	topic	NOUN
fsr-4002	164	6	for	for	ADP
fsr-4002	164	7	positive	positive	ADJ
fsr-4002	164	8	sentiment	sentiment	NOUN
fsr-4002	164	9	were	be	AUX
fsr-4002	164	10	student	student	NOUN
fsr-4002	164	11	loan	loan	NOUN
fsr-4002	164	12	payments	payment	NOUN
fsr-4002	164	13	(	(	PUNCT
fsr-4002	164	14	197	197	NUM
fsr-4002	164	15	positive	positive	ADJ
fsr-4002	164	16	sentiment	sentiment	NOUN
fsr-4002	164	17	versus	versus	ADP
fsr-4002	164	18	8,613	8,613	NUM
fsr-4002	164	19	negative	negative	ADJ
fsr-4002	164	20	sentiment	sentiment	NOUN
fsr-4002	164	21	)	)	PUNCT
fsr-4002	164	22	,	,	PUNCT
fsr-4002	164	23	student	student	NOUN
fsr-4002	164	24	loan	loan	NOUN
fsr-4002	164	25	borrowers	borrower	NOUN
fsr-4002	164	26	(	(	PUNCT
fsr-4002	164	27	38	38	NUM
fsr-4002	164	28	positive	positive	ADJ
fsr-4002	164	29	sentiment	sentiment	NOUN
fsr-4002	164	30	versus	versus	ADP
fsr-4002	164	31	4,583	4,583	NUM
fsr-4002	164	32	negative	negative	ADJ
fsr-4002	164	33	sentiment	sentiment	NOUN
fsr-4002	164	34	)	)	PUNCT
fsr-4002	164	35	,	,	PUNCT
fsr-4002	164	36	supreme	supreme	PROPN
fsr-4002	164	37	court	court	PROPN
fsr-4002	164	38	(	(	PUNCT
fsr-4002	164	39	26	26	NUM
fsr-4002	164	40	positive	positive	ADJ
fsr-4002	164	41	sentiment	sentiment	NOUN
fsr-4002	164	42	versus	versus	ADP
fsr-4002	164	43	11,908	11,908	NUM
fsr-4002	164	44	negative	negative	ADJ
fsr-4002	164	45	sentiment	sentiment	NOUN
fsr-4002	164	46	)	)	PUNCT
fsr-4002	164	47	,	,	PUNCT
fsr-4002	164	48	student	student	NOUN
fsr-4002	164	49	debt	debt	NOUN
fsr-4002	164	50	relief	relief	NOUN
fsr-4002	164	51	(	(	PUNCT
fsr-4002	164	52	17	17	NUM
fsr-4002	164	53	positive	positive	ADJ
fsr-4002	164	54	sentiment	sentiment	NOUN
fsr-4002	164	55	versus	versus	ADP
fsr-4002	164	56	8,154	8,154	NUM
fsr-4002	164	57	negative	negative	ADJ
fsr-4002	164	58	sentiment	sentiment	NOUN
fsr-4002	164	59	)	)	PUNCT
fsr-4002	164	60	,	,	PUNCT
fsr-4002	164	61	and	and	CCONJ
fsr-4002	164	62	voted	vote	VERB
fsr-4002	164	63	for	for	ADP
fsr-4002	164	64	student	student	NOUN
fsr-4002	164	65	loan	loan	NOUN
fsr-4002	164	66	forgiveness	forgiveness	NOUN
fsr-4002	164	67	(	(	PUNCT
fsr-4002	164	68	17	17	NUM
fsr-4002	164	69	positive	positive	ADJ
fsr-4002	164	70	sentiment	sentiment	NOUN
fsr-4002	164	71	versus	versus	ADP
fsr-4002	164	72	119	119	NUM
fsr-4002	164	73	negative	negative	ADJ
fsr-4002	164	74	sentiment	sentiment	NOUN
fsr-4002	164	75	)	)	PUNCT
fsr-4002	164	76	.	.	PUNCT
fsr-4002	165	1	even	even	ADV
fsr-4002	165	2	though	though	SCONJ
fsr-4002	165	3	they	they	PRON
fsr-4002	165	4	ranked	rank	VERB
fsr-4002	165	5	highest	high	ADJ
fsr-4002	165	6	for	for	ADP
fsr-4002	165	7	positive	positive	ADJ
fsr-4002	165	8	sentiment	sentiment	NOUN
fsr-4002	165	9	,	,	PUNCT
fsr-4002	165	10	each	each	PRON
fsr-4002	165	11	of	of	ADP
fsr-4002	165	12	these	these	DET
fsr-4002	165	13	phrases	phrase	NOUN
fsr-4002	165	14	had	have	VERB
fsr-4002	165	15	a	a	DET
fsr-4002	165	16	negative	negative	ADJ
fsr-4002	165	17	overall	overall	ADJ
fsr-4002	165	18	sentiment	sentiment	NOUN
fsr-4002	165	19	score	score	NOUN
fsr-4002	165	20	.	.	PUNCT
fsr-4002	166	1	no	no	DET
fsr-4002	166	2	topics	topic	NOUN
fsr-4002	166	3	listed	list	VERB
fsr-4002	166	4	had	have	VERB
fsr-4002	166	5	a	a	DET
fsr-4002	166	6	positive	positive	ADJ
fsr-4002	166	7	overall	overall	ADJ
fsr-4002	166	8	sentiment	sentiment	NOUN
fsr-4002	166	9	score	score	NOUN
fsr-4002	166	10	.	.	PUNCT
fsr-4002	167	1	in	in	ADP
fsr-4002	167	2	fact	fact	NOUN
fsr-4002	167	3	,	,	PUNCT
fsr-4002	167	4	four	four	NUM
fsr-4002	167	5	topics	topic	NOUN
fsr-4002	167	6	on	on	ADP
fsr-4002	167	7	the	the	DET
fsr-4002	167	8	list	list	NOUN
fsr-4002	167	9	tax	tax	NOUN
fsr-4002	167	10	money	money	NOUN
fsr-4002	167	11	,	,	PUNCT
fsr-4002	167	12	health	health	NOUN
fsr-4002	167	13	care	care	NOUN
fsr-4002	167	14	,	,	PUNCT
fsr-4002	167	15	forgiving	forgive	VERB
fsr-4002	167	16	student	student	NOUN
fsr-4002	167	17	loan	loan	NOUN
fsr-4002	167	18	debt	debt	NOUN
fsr-4002	167	19	,	,	PUNCT
fsr-4002	167	20	and	and	CCONJ
fsr-4002	167	21	funding	fund	VERB
fsr-4002	167	22	a	a	DET
fsr-4002	167	23	genocide	genocide	NOUN
fsr-4002	167	24	had	have	VERB
fsr-4002	167	25	the	the	DET
fsr-4002	167	26	maximum	maximum	ADJ
fsr-4002	167	27	negative	negative	ADJ
fsr-4002	167	28	sentiment	sentiment	NOUN
fsr-4002	167	29	score	score	NOUN
fsr-4002	167	30	of	of	ADP
fsr-4002	167	31	-99	-99	PUNCT
fsr-4002	167	32	.	.	PUNCT
fsr-4002	168	1	this	this	DET
fsr-4002	168	2	finding	finding	NOUN
fsr-4002	168	3	offers	offer	VERB
fsr-4002	168	4	additional	additional	ADJ
fsr-4002	168	5	support	support	NOUN
fsr-4002	168	6	for	for	ADP
fsr-4002	168	7	our	our	PRON
fsr-4002	168	8	second	second	ADJ
fsr-4002	168	9	hypothesis	hypothesis	NOUN
fsr-4002	168	10	.	.	PUNCT
fsr-4002	169	1	a	a	DET
fsr-4002	169	2	positive	positive	ADJ
fsr-4002	169	3	-	-	PUNCT
fsr-4002	169	4	negative	negative	ADJ
fsr-4002	169	5	sentiment	sentiment	NOUN
fsr-4002	169	6	ratio	ratio	NOUN
fsr-4002	169	7	was	be	AUX
fsr-4002	169	8	created	create	VERB
fsr-4002	169	9	for	for	ADP
fsr-4002	169	10	phrases	phrase	NOUN
fsr-4002	169	11	to	to	PART
fsr-4002	169	12	compare	compare	VERB
fsr-4002	169	13	the	the	DET
fsr-4002	169	14	relationship	relationship	NOUN
fsr-4002	169	15	between	between	ADP
fsr-4002	169	16	positive	positive	ADJ
fsr-4002	169	17	and	and	CCONJ
fsr-4002	169	18	negative	negative	ADJ
fsr-4002	169	19	sentiment	sentiment	NOUN
fsr-4002	169	20	.	.	PUNCT
fsr-4002	170	1	this	this	DET
fsr-4002	170	2	ratio	ratio	NOUN
fsr-4002	170	3	was	be	AUX
fsr-4002	170	4	then	then	ADV
fsr-4002	170	5	compared	compare	VERB
fsr-4002	170	6	to	to	ADP
fsr-4002	170	7	the	the	DET
fsr-4002	170	8	number	number	NOUN
fsr-4002	170	9	of	of	ADP
fsr-4002	170	10	mentions	mention	NOUN
fsr-4002	170	11	.	.	PUNCT
fsr-4002	171	1	the	the	DET
fsr-4002	171	2	correlation	correlation	NOUN
fsr-4002	171	3	between	between	ADP
fsr-4002	171	4	the	the	DET
fsr-4002	171	5	positive	positive	ADJ
fsr-4002	171	6	-	-	PUNCT
fsr-4002	171	7	negative	negative	ADJ
fsr-4002	171	8	sentiment	sentiment	NOUN
fsr-4002	171	9	ratio	ratio	NOUN
fsr-4002	171	10	and	and	CCONJ
fsr-4002	171	11	mentions	mention	NOUN
fsr-4002	171	12	was	be	AUX
fsr-4002	171	13	calculated	calculate	VERB
fsr-4002	171	14	to	to	PART
fsr-4002	171	15	be	be	AUX
fsr-4002	171	16	-0.078	-0.078	NOUN
fsr-4002	171	17	(	(	PUNCT
fsr-4002	171	18	when	when	SCONJ
fsr-4002	171	19	rows	row	NOUN
fsr-4002	171	20	with	with	ADP
fsr-4002	171	21	score	score	NOUN
fsr-4002	171	22	of	of	ADP
fsr-4002	171	23	0	0	NUM
fsr-4002	171	24	for	for	ADP
fsr-4002	171	25	both	both	CCONJ
fsr-4002	171	26	positive	positive	ADJ
fsr-4002	171	27	and	and	CCONJ
fsr-4002	171	28	negative	negative	ADJ
fsr-4002	171	29	sentiment	sentiment	NOUN
fsr-4002	171	30	were	be	AUX
fsr-4002	171	31	assigned	assign	VERB
fsr-4002	171	32	a	a	DET
fsr-4002	171	33	ratio	ratio	NOUN
fsr-4002	171	34	score	score	NOUN
fsr-4002	171	35	of	of	ADP
fsr-4002	171	36	0	0	NUM
fsr-4002	171	37	)	)	PUNCT
fsr-4002	171	38	or	or	CCONJ
fsr-4002	171	39	-0.122	-0.122	NUM
fsr-4002	171	40	(	(	PUNCT
fsr-4002	171	41	when	when	SCONJ
fsr-4002	171	42	rows	row	NOUN
fsr-4002	171	43	with	with	ADP
fsr-4002	171	44	score	score	NOUN
fsr-4002	171	45	of	of	ADP
fsr-4002	171	46	0	0	NUM
fsr-4002	171	47	for	for	ADP
fsr-4002	171	48	both	both	CCONJ
fsr-4002	171	49	positive	positive	ADJ
fsr-4002	171	50	and	and	CCONJ
fsr-4002	171	51	negative	negative	ADJ
fsr-4002	171	52	sentiment	sentiment	NOUN
fsr-4002	171	53	were	be	AUX
fsr-4002	171	54	excluded	exclude	VERB
fsr-4002	171	55	from	from	ADP
fsr-4002	171	56	the	the	DET
fsr-4002	171	57	analysis	analysis	NOUN
fsr-4002	171	58	)	)	PUNCT
fsr-4002	171	59	.	.	PUNCT
fsr-4002	172	1	these	these	DET
fsr-4002	172	2	correlations	correlation	NOUN
fsr-4002	172	3	indicate	indicate	VERB
fsr-4002	172	4	a	a	DET
fsr-4002	172	5	weak	weak	ADJ
fsr-4002	172	6	,	,	PUNCT
fsr-4002	172	7	negative	negative	ADJ
fsr-4002	172	8	relationship	relationship	NOUN
fsr-4002	172	9	between	between	ADP
fsr-4002	172	10	the	the	DET
fsr-4002	172	11	positive	positive	ADJ
fsr-4002	172	12	-	-	PUNCT
fsr-4002	172	13	negative	negative	ADJ
fsr-4002	172	14	sentiment	sentiment	NOUN
fsr-4002	172	15	ratio	ratio	NOUN
fsr-4002	172	16	and	and	CCONJ
fsr-4002	172	17	mentions	mention	NOUN
fsr-4002	172	18	.	.	PUNCT
fsr-4002	173	1	when	when	SCONJ
fsr-4002	173	2	table	table	NOUN
fsr-4002	173	3	3	3	NUM
fsr-4002	173	4	was	be	AUX
fsr-4002	173	5	sorted	sort	VERB
fsr-4002	173	6	by	by	ADP
fsr-4002	173	7	highest	high	ADJ
fsr-4002	173	8	positive	positive	ADJ
fsr-4002	173	9	-	-	PUNCT
fsr-4002	173	10	negative	negative	ADJ
fsr-4002	173	11	sentiment	sentiment	NOUN
fsr-4002	173	12	ratio	ratio	NOUN
fsr-4002	173	13	,	,	PUNCT
fsr-4002	173	14	the	the	DET
fsr-4002	173	15	top	top	ADJ
fsr-4002	173	16	five	five	NUM
fsr-4002	173	17	results	result	NOUN
fsr-4002	173	18	were	be	AUX
fsr-4002	173	19	voted	vote	VERB
fsr-4002	173	20	for	for	ADP
fsr-4002	173	21	student	student	NOUN
fsr-4002	173	22	loan	loan	NOUN
fsr-4002	173	23	forgiveness	forgiveness	NOUN
fsr-4002	173	24	(	(	PUNCT
fsr-4002	173	25	0.143	0.143	NUM
fsr-4002	173	26	)	)	PUNCT
fsr-4002	173	27	,	,	PUNCT
fsr-4002	173	28	student	student	NOUN
fsr-4002	173	29	loan	loan	NOUN
fsr-4002	173	30	payments	payment	NOUN
fsr-4002	173	31	(	(	PUNCT
fsr-4002	173	32	0.023	0.023	NUM
fsr-4002	173	33	)	)	PUNCT
fsr-4002	173	34	,	,	PUNCT
fsr-4002	173	35	student	student	NOUN
fsr-4002	173	36	loan	loan	NOUN
fsr-4002	173	37	borrowers	borrower	NOUN
fsr-4002	173	38	(	(	PUNCT
fsr-4002	173	39	0.008	0.008	NUM
fsr-4002	173	40	)	)	PUNCT
fsr-4002	173	41	,	,	PUNCT
fsr-4002	173	42	millions	million	NOUN
fsr-4002	173	43	of	of	ADP
fsr-4002	173	44	americans	americans	PROPN
fsr-4002	173	45	(	(	PUNCT
fsr-4002	173	46	0.004	0.004	NUM
fsr-4002	173	47	)	)	PUNCT
fsr-4002	173	48	,	,	PUNCT
fsr-4002	173	49	and	and	CCONJ
fsr-4002	173	50	billion	billion	NUM
fsr-4002	173	51	in	in	ADP
fsr-4002	173	52	student	student	NOUN
fsr-4002	173	53	loan	loan	NOUN
fsr-4002	173	54	debt	debt	NOUN
fsr-4002	173	55	(	(	PUNCT
fsr-4002	173	56	0.003	0.003	NUM
fsr-4002	173	57	)	)	PUNCT
fsr-4002	173	58	.	.	PUNCT
fsr-4002	174	1	each	each	PRON
fsr-4002	174	2	of	of	ADP
fsr-4002	174	3	these	these	DET
fsr-4002	174	4	phrases	phrase	NOUN
fsr-4002	174	5	had	have	VERB
fsr-4002	174	6	a	a	DET
fsr-4002	174	7	positive	positive	ADJ
fsr-4002	174	8	-	-	PUNCT
fsr-4002	174	9	negative	negative	ADJ
fsr-4002	174	10	sentiment	sentiment	NOUN
fsr-4002	174	11	ratio	ratio	NOUN
fsr-4002	174	12	of	of	ADP
fsr-4002	174	13	<	<	PROPN
fsr-4002	174	14	0.15	0.15	NUM
fsr-4002	174	15	.	.	PUNCT
fsr-4002	175	1	the	the	DET
fsr-4002	175	2	eleventh	eleventh	ADJ
fsr-4002	175	3	most	most	ADV
fsr-4002	175	4	popular	popular	ADJ
fsr-4002	175	5	phrase	phrase	NOUN
fsr-4002	175	6	#	#	ADP
fsr-4002	175	7	fitness	fitness	NOUN
fsr-4002	175	8	check	check	NOUN
fsr-4002	175	9	comments	comment	NOUN
fsr-4002	175	10	for	for	ADP
fsr-4002	175	11	full	full	ADJ
fsr-4002	175	12	video	video	NOUN
fsr-4002	175	13	was	be	AUX
fsr-4002	175	14	unrelated	unrelated	ADJ
fsr-4002	175	15	to	to	ADP
fsr-4002	175	16	the	the	DET
fsr-4002	175	17	topic	topic	NOUN
fsr-4002	175	18	of	of	ADP
fsr-4002	175	19	student	student	NOUN
fsr-4002	175	20	loans	loan	NOUN
fsr-4002	175	21	.	.	PUNCT
fsr-4002	176	1	similarly	similarly	ADV
fsr-4002	176	2	,	,	PUNCT
fsr-4002	176	3	the	the	DET
fsr-4002	176	4	seventeenth	seventeenth	ADJ
fsr-4002	176	5	most	most	ADV
fsr-4002	176	6	popular	popular	ADJ
fsr-4002	176	7	phrase	phrase	NOUN
fsr-4002	176	8	,	,	PUNCT
fsr-4002	176	9	bringing	bring	VERB
fsr-4002	176	10	him	he	PRON
fsr-4002	176	11	home	home	NOUN
fsr-4002	176	12	pt3	pt3	NOUN
fsr-4002	176	13	#	#	NOUN
fsr-4002	176	14	fitness	fitness	NOUN
fsr-4002	176	15	,	,	PUNCT
fsr-4002	176	16	was	be	AUX
fsr-4002	176	17	also	also	ADV
fsr-4002	176	18	unrelated	unrelated	ADJ
fsr-4002	176	19	to	to	ADP
fsr-4002	176	20	student	student	NOUN
fsr-4002	176	21	loans	loan	NOUN
fsr-4002	176	22	.	.	PUNCT
fsr-4002	177	1	the	the	DET
fsr-4002	177	2	topic	topic	NOUN
fsr-4002	177	3	of	of	ADP
fsr-4002	177	4	fitness	fitness	NOUN
fsr-4002	177	5	—	—	PUNCT
fsr-4002	177	6	and	and	CCONJ
fsr-4002	177	7	why	why	SCONJ
fsr-4002	177	8	it	it	PRON
fsr-4002	177	9	might	might	AUX
fsr-4002	177	10	have	have	AUX
fsr-4002	177	11	shown	show	VERB
fsr-4002	177	12	up	up	ADP
fsr-4002	177	13	in	in	ADP
fsr-4002	177	14	the	the	DET
fsr-4002	177	15	results	result	NOUN
fsr-4002	177	16	—	—	PUNCT
fsr-4002	177	17	is	be	AUX
fsr-4002	177	18	expounded	expound	VERB
fsr-4002	177	19	in	in	ADP
fsr-4002	177	20	subsequent	subsequent	ADJ
fsr-4002	177	21	parts	part	NOUN
fsr-4002	177	22	of	of	ADP
fsr-4002	177	23	the	the	DET
fsr-4002	177	24	paper	paper	NOUN
fsr-4002	177	25	.	.	PUNCT
fsr-4002	178	1	table	table	NOUN
fsr-4002	178	2	4	4	NUM
fsr-4002	178	3	groups	group	NOUN
fsr-4002	178	4	the	the	DET
fsr-4002	178	5	popular	popular	ADJ
fsr-4002	178	6	phrases	phrase	NOUN
fsr-4002	178	7	into	into	ADP
fsr-4002	178	8	the	the	DET
fsr-4002	178	9	previously	previously	ADV
fsr-4002	178	10	utilized	utilize	VERB
fsr-4002	178	11	three	three	NUM
fsr-4002	178	12	categories	category	NOUN
fsr-4002	178	13	of	of	ADP
fsr-4002	178	14	student	student	NOUN
fsr-4002	178	15	loans	loan	NOUN
fsr-4002	178	16	,	,	PUNCT
fsr-4002	178	17	government	government	NOUN
fsr-4002	178	18	,	,	PUNCT
fsr-4002	178	19	and	and	CCONJ
fsr-4002	178	20	other	other	ADJ
fsr-4002	178	21	/	/	SYM
fsr-4002	178	22	ambiguous	ambiguous	ADJ
fsr-4002	178	23	.	.	PUNCT
fsr-4002	179	1	the	the	DET
fsr-4002	179	2	average	average	ADJ
fsr-4002	179	3	positive	positive	ADJ
fsr-4002	179	4	-	-	PUNCT
fsr-4002	179	5	negative	negative	ADJ
fsr-4002	179	6	sentiment	sentiment	NOUN
fsr-4002	179	7	ratio	ratio	NOUN
fsr-4002	179	8	was	be	AUX
fsr-4002	179	9	calculated	calculate	VERB
fsr-4002	179	10	for	for	ADP
fsr-4002	179	11	each	each	DET
fsr-4002	179	12	category	category	NOUN
fsr-4002	179	13	.	.	PUNCT
fsr-4002	180	1	the	the	DET
fsr-4002	180	2	student	student	NOUN
fsr-4002	180	3	loans	loan	NOUN
fsr-4002	180	4	category	category	NOUN
fsr-4002	180	5	had	have	VERB
fsr-4002	180	6	the	the	DET
fsr-4002	180	7	highest	high	ADJ
fsr-4002	180	8	average	average	ADJ
fsr-4002	180	9	positivenegative	positivenegative	ADJ
fsr-4002	180	10	sentiment	sentiment	NOUN
fsr-4002	180	11	ratio	ratio	NOUN
fsr-4002	180	12	at	at	ADP
fsr-4002	180	13	0.02	0.02	NUM
fsr-4002	180	14	with	with	ADP
fsr-4002	180	15	the	the	DET
fsr-4002	180	16	other	other	ADJ
fsr-4002	180	17	two	two	NUM
fsr-4002	180	18	categories	category	NOUN
fsr-4002	180	19	(	(	PUNCT
fsr-4002	180	20	other	other	ADJ
fsr-4002	180	21	/	/	SYM
fsr-4002	180	22	ambiguous	ambiguous	ADJ
fsr-4002	180	23	and	and	CCONJ
fsr-4002	180	24	government	government	NOUN
fsr-4002	180	25	)	)	PUNCT
fsr-4002	180	26	tied	tie	VERB
fsr-4002	180	27	with	with	ADP
fsr-4002	180	28	0.001	0.001	NUM
fsr-4002	180	29	.	.	PUNCT
fsr-4002	181	1	financial	financial	ADJ
fsr-4002	181	2	services	service	NOUN
fsr-4002	181	3	review	review	PROPN
fsr-4002	181	4	,	,	PUNCT
fsr-4002	181	5	33(2	33(2	NUM
fsr-4002	181	6	)	)	PUNCT
fsr-4002	181	7	46	46	NUM
fsr-4002	181	8	table	table	NOUN
fsr-4002	181	9	3	3	NUM
fsr-4002	181	10	.	.	PUNCT
fsr-4002	181	11	top	top	ADJ
fsr-4002	181	12	20	20	NUM
fsr-4002	181	13	phrases	phrase	NOUN
fsr-4002	181	14	and	and	CCONJ
fsr-4002	181	15	corresponding	correspond	VERB
fsr-4002	181	16	sentiment	sentiment	NOUN
fsr-4002	181	17	statistics	statistic	NOUN
fsr-4002	181	18	rank	rank	NOUN
fsr-4002	181	19	topic	topic	NOUN
fsr-4002	181	20	name	name	NOUN
fsr-4002	181	21	mentions	mention	VERB
fsr-4002	181	22	negative	negative	ADJ
fsr-4002	181	23	neutral	neutral	ADJ
fsr-4002	181	24	positive	positive	ADJ
fsr-4002	181	25	sentiment	sentiment	NOUN
fsr-4002	181	26	score	score	VERB
fsr-4002	181	27	+	+	NOUN
fsr-4002	181	28	/	/	SYM
fsr-4002	181	29	ratio	ratio	NOUN
fsr-4002	181	30	1	1	NUM
fsr-4002	181	31	student	student	NOUN
fsr-4002	181	32	loan	loan	NOUN
fsr-4002	181	33	payments	payment	NOUN
fsr-4002	181	34	19906	19906	NUM
fsr-4002	181	35	8613	8613	NUM
fsr-4002	181	36	11095	11095	NUM
fsr-4002	181	37	197	197	NUM
fsr-4002	181	38	-42	-42	SYM
fsr-4002	181	39	0.023	0.023	NUM
fsr-4002	181	40	2	2	NUM
fsr-4002	181	41	tax	tax	NOUN
fsr-4002	181	42	money	money	NOUN
fsr-4002	181	43	19834	19834	NUM
fsr-4002	181	44	19756	19756	NUM
fsr-4002	181	45	77	77	NUM
fsr-4002	181	46	0	0	NUM
fsr-4002	181	47	-99	-99	SYM
fsr-4002	181	48	0.000	0.000	NUM
fsr-4002	181	49	3	3	NUM
fsr-4002	181	50	health	health	NOUN
fsr-4002	181	51	care	care	NOUN
fsr-4002	181	52	17883	17883	NUM
fsr-4002	181	53	17754	17754	NUM
fsr-4002	181	54	119	119	NUM
fsr-4002	181	55	8	8	NUM
fsr-4002	181	56	-99	-99	SYM
fsr-4002	181	57	0.000	0.000	NUM
fsr-4002	181	58	4	4	NUM
fsr-4002	181	59	forgiving	forgive	VERB
fsr-4002	181	60	student	student	NOUN
fsr-4002	181	61	loan	loan	NOUN
fsr-4002	181	62	debt	debt	NOUN
fsr-4002	181	63	17469	17469	NUM
fsr-4002	181	64	17427	17427	NUM
fsr-4002	181	65	35	35	NUM
fsr-4002	181	66	5	5	NUM
fsr-4002	181	67	-99	-99	SYM
fsr-4002	181	68	0.000	0.000	NUM
fsr-4002	181	69	5	5	NUM
fsr-4002	181	70	funding	fund	VERB
fsr-4002	181	71	a	a	DET
fsr-4002	181	72	genocide	genocide	NOUN
fsr-4002	181	73	17217	17217	NUM
fsr-4002	181	74	17214	17214	NUM
fsr-4002	181	75	2	2	NUM
fsr-4002	181	76	0	0	NUM
fsr-4002	181	77	-99	-99	SYM
fsr-4002	181	78	0.000	0.000	NUM
fsr-4002	181	79	6	6	NUM
fsr-4002	181	80	supreme	supreme	PROPN
fsr-4002	181	81	court	court	PROPN
fsr-4002	181	82	13832	13832	NUM
fsr-4002	181	83	11908	11908	NUM
fsr-4002	181	84	1897	1897	NUM
fsr-4002	181	85	26	26	NUM
fsr-4002	181	86	-85	-85	PROPN
fsr-4002	181	87	0.002	0.002	NUM
fsr-4002	181	88	7	7	NUM
fsr-4002	181	89	student	student	NOUN
fsr-4002	181	90	loan	loan	NOUN
fsr-4002	181	91	billing	billing	NOUN
fsr-4002	181	92	statement	statement	NOUN
fsr-4002	181	93	12165	12165	NUM
fsr-4002	181	94	2092	2092	NUM
fsr-4002	181	95	10070	10070	NUM
fsr-4002	181	96	2	2	NUM
fsr-4002	181	97	-17	-17	SYM
fsr-4002	181	98	0.001	0.001	NUM
fsr-4002	181	99	8	8	NUM
fsr-4002	181	100	helping	help	VERB
fsr-4002	181	101	18yo	18yo	NOUN
fsr-4002	181	102	11266	11266	NUM
fsr-4002	181	103	0	0	NUM
fsr-4002	181	104	11266	11266	NUM
fsr-4002	181	105	0	0	NUM
fsr-4002	181	106	0	0	NUM
fsr-4002	181	107	0.000	0.000	NUM
fsr-4002	181	108	9	9	NUM
fsr-4002	181	109	student	student	NOUN
fsr-4002	181	110	loan	loan	NOUN
fsr-4002	181	111	borrowers	borrower	NOUN
fsr-4002	181	112	8925	8925	NUM
fsr-4002	181	113	4583	4583	NUM
fsr-4002	181	114	4302	4302	NUM
fsr-4002	181	115	38	38	NUM
fsr-4002	181	116	-50	-50	PUNCT
fsr-4002	181	117	0.008	0.008	NUM
fsr-4002	181	118	10	10	NUM
fsr-4002	181	119	student	student	NOUN
fsr-4002	181	120	debt	debt	NOUN
fsr-4002	181	121	relief	relief	NOUN
fsr-4002	181	122	8877	8877	NUM
fsr-4002	181	123	8154	8154	NUM
fsr-4002	181	124	704	704	NUM
fsr-4002	181	125	17	17	NUM
fsr-4002	181	126	-91	-91	SYM
fsr-4002	181	127	0.002	0.002	NUM
fsr-4002	181	128	11	11	NUM
fsr-4002	181	129	#	#	NOUN
fsr-4002	181	130	fitness	fitness	NOUN
fsr-4002	181	131	check	check	NOUN
fsr-4002	181	132	comments	comment	NOUN
fsr-4002	181	133	for	for	ADP
fsr-4002	181	134	full	full	ADJ
fsr-4002	181	135	video	video	NOUN
fsr-4002	181	136	8811	8811	NUM
fsr-4002	181	137	0	0	NUM
fsr-4002	181	138	8811	8811	NUM
fsr-4002	181	139	0	0	NUM
fsr-4002	181	140	0	0	SYM
fsr-4002	181	141	0.000	0.000	NUM
fsr-4002	181	142	12	12	NUM
fsr-4002	181	143	million	million	NUM
fsr-4002	181	144	americans	americans	PROPN
fsr-4002	181	145	8796	8796	NUM
fsr-4002	181	146	6553	6553	NUM
fsr-4002	181	147	2233	2233	NUM
fsr-4002	181	148	8	8	NUM
fsr-4002	181	149	-74	-74	SYM
fsr-4002	181	150	0.001	0.001	NUM
fsr-4002	181	151	13	13	NUM
fsr-4002	181	152	voted	vote	VERB
fsr-4002	181	153	for	for	ADP
fsr-4002	181	154	student	student	NOUN
fsr-4002	181	155	loan	loan	NOUN
fsr-4002	181	156	forgiveness	forgiveness	NOUN
fsr-4002	181	157	8607	8607	NUM
fsr-4002	181	158	119	119	NUM
fsr-4002	181	159	8469	8469	NUM
fsr-4002	181	160	17	17	NUM
fsr-4002	181	161	-1	-1	SYM
fsr-4002	181	162	0.143	0.143	NUM
fsr-4002	181	163	14	14	NUM
fsr-4002	181	164	billion	billion	NUM
fsr-4002	181	165	in	in	ADP
fsr-4002	181	166	student	student	NOUN
fsr-4002	181	167	loan	loan	NOUN
fsr-4002	181	168	debt	debt	NOUN
fsr-4002	181	169	8163	8163	NUM
fsr-4002	181	170	2986	2986	NUM
fsr-4002	181	171	5168	5168	NUM
fsr-4002	181	172	8	8	NUM
fsr-4002	181	173	-36	-36	SYM
fsr-4002	181	174	0.003	0.003	NUM
fsr-4002	181	175	15	15	NUM
fsr-4002	181	176	student	student	NOUN
fsr-4002	181	177	with	with	ADP
fsr-4002	181	178	his	his	PRON
fsr-4002	181	179	student	student	NOUN
fsr-4002	181	180	loan	loan	NOUN
fsr-4002	181	181	8139	8139	NUM
fsr-4002	181	182	0	0	NUM
fsr-4002	181	183	8139	8139	NUM
fsr-4002	181	184	0	0	NUM
fsr-4002	181	185	0	0	NUM
fsr-4002	181	186	0.000	0.000	NUM
fsr-4002	181	187	16	16	NUM
fsr-4002	181	188	voted	vote	VERB
fsr-4002	181	189	to	to	PART
fsr-4002	181	190	restart	restart	VERB
fsr-4002	181	191	8016	8016	NUM
fsr-4002	181	192	4625	4625	NUM
fsr-4002	181	193	3390	3390	NUM
fsr-4002	181	194	0	0	NUM
fsr-4002	182	1	-57	-57	NOUN
fsr-4002	182	2	0.000	0.000	NUM
fsr-4002	182	3	17	17	NUM
fsr-4002	182	4	bringing	bring	VERB
fsr-4002	182	5	him	he	PRON
fsr-4002	182	6	home	home	NOUN
fsr-4002	182	7	pt3	pt3	NOUN
fsr-4002	183	1	#	#	NOUN
fsr-4002	183	2	fitness	fitness	NOUN
fsr-4002	183	3	7638	7638	NUM
fsr-4002	183	4	0	0	NUM
fsr-4002	183	5	7638	7638	NUM
fsr-4002	183	6	0	0	SYM
fsr-4002	183	7	0	0	NUM
fsr-4002	183	8	0.000	0.000	NUM
fsr-4002	183	9	18	18	NUM
fsr-4002	183	10	cancel	cancel	VERB
fsr-4002	183	11	your	your	PRON
fsr-4002	183	12	student	student	NOUN
fsr-4002	183	13	debt	debt	NOUN
fsr-4002	183	14	7192	7192	NUM
fsr-4002	183	15	3945	3945	NUM
fsr-4002	183	16	3246	3246	NUM
fsr-4002	183	17	0	0	NUM
fsr-4002	184	1	-54	-54	SYM
fsr-4002	184	2	0.000	0.000	NUM
fsr-4002	184	3	19	19	NUM
fsr-4002	184	4	canceling	cancel	VERB
fsr-4002	184	5	an	an	DET
fsr-4002	184	6	additional	additional	ADJ
fsr-4002	184	7	6196	6196	NUM
fsr-4002	184	8	2305	2305	NUM
fsr-4002	184	9	3891	3891	NUM
fsr-4002	184	10	0	0	NUM
fsr-4002	185	1	-37	-37	NOUN
fsr-4002	185	2	0.000	0.000	NUM
fsr-4002	185	3	20	20	NUM
fsr-4002	185	4	millions	million	NOUN
fsr-4002	185	5	of	of	ADP
fsr-4002	185	6	americans	americans	PROPN
fsr-4002	185	7	5597	5597	NUM
fsr-4002	185	8	470	470	NUM
fsr-4002	185	9	5123	5123	NUM
fsr-4002	185	10	2	2	NUM
fsr-4002	185	11	-8	-8	NUM
fsr-4002	185	12	0.004	0.004	NUM
fsr-4002	185	13	anderson	anderson	PROPN
fsr-4002	185	14	et	et	PROPN
fsr-4002	185	15	al	al	PROPN
fsr-4002	185	16	.	.	PROPN
fsr-4002	186	1	47	47	NUM
fsr-4002	186	2	table	table	NOUN
fsr-4002	186	3	4	4	NUM
fsr-4002	186	4	.	.	PUNCT
fsr-4002	186	5	average	average	ADJ
fsr-4002	186	6	phrase	phrase	NOUN
fsr-4002	186	7	positive	positive	ADJ
fsr-4002	186	8	-	-	PUNCT
fsr-4002	186	9	negative	negative	ADJ
fsr-4002	186	10	sentiment	sentiment	NOUN
fsr-4002	186	11	ratio	ratio	NOUN
fsr-4002	186	12	across	across	ADP
fsr-4002	186	13	categories	category	NOUN
fsr-4002	186	14	topic	topic	NOUN
fsr-4002	186	15	name	name	NOUN
fsr-4002	186	16	mentions	mention	VERB
fsr-4002	186	17	negative	negative	ADJ
fsr-4002	186	18	neutral	neutral	ADJ
fsr-4002	186	19	positive	positive	ADJ
fsr-4002	186	20	sentiment	sentiment	NOUN
fsr-4002	186	21	score	score	VERB
fsr-4002	186	22	+	+	NOUN
fsr-4002	186	23	/ratio	/ratio	NOUN
fsr-4002	186	24	category	category	NOUN
fsr-4002	186	25	:	:	PUNCT
fsr-4002	186	26	student	student	NOUN
fsr-4002	186	27	loans	loan	NOUN
fsr-4002	186	28	student	student	NOUN
fsr-4002	186	29	loan	loan	NOUN
fsr-4002	186	30	payments	payment	NOUN
fsr-4002	186	31	19906	19906	NUM
fsr-4002	186	32	8613	8613	NUM
fsr-4002	186	33	11095	11095	NUM
fsr-4002	186	34	197	197	NUM
fsr-4002	186	35	-42	-42	SYM
fsr-4002	186	36	0.023	0.023	NUM
fsr-4002	186	37	forgiving	forgive	VERB
fsr-4002	186	38	student	student	NOUN
fsr-4002	186	39	loan	loan	NOUN
fsr-4002	186	40	debt	debt	NOUN
fsr-4002	186	41	17469	17469	NUM
fsr-4002	186	42	17427	17427	NUM
fsr-4002	186	43	35	35	NUM
fsr-4002	186	44	5	5	NUM
fsr-4002	186	45	-99	-99	SYM
fsr-4002	187	1	0.000	0.000	NUM
fsr-4002	187	2	student	student	NOUN
fsr-4002	187	3	loan	loan	NOUN
fsr-4002	187	4	billing	billing	NOUN
fsr-4002	187	5	statement	statement	NOUN
fsr-4002	187	6	12165	12165	NUM
fsr-4002	187	7	2092	2092	NUM
fsr-4002	187	8	10070	10070	NUM
fsr-4002	187	9	2	2	NUM
fsr-4002	187	10	-17	-17	SYM
fsr-4002	187	11	0.001	0.001	NUM
fsr-4002	187	12	student	student	NOUN
fsr-4002	187	13	loan	loan	NOUN
fsr-4002	187	14	borrowers	borrower	NOUN
fsr-4002	187	15	8925	8925	NUM
fsr-4002	187	16	4583	4583	NUM
fsr-4002	187	17	4302	4302	NUM
fsr-4002	187	18	38	38	NUM
fsr-4002	187	19	-50	-50	PUNCT
fsr-4002	187	20	0.008	0.008	NUM
fsr-4002	187	21	student	student	NOUN
fsr-4002	187	22	debt	debt	NOUN
fsr-4002	187	23	relief	relief	NOUN
fsr-4002	187	24	8877	8877	NUM
fsr-4002	187	25	8154	8154	NUM
fsr-4002	187	26	704	704	NUM
fsr-4002	187	27	17	17	NUM
fsr-4002	187	28	-91	-91	SYM
fsr-4002	187	29	0.002	0.002	NUM
fsr-4002	187	30	voted	vote	VERB
fsr-4002	187	31	for	for	ADP
fsr-4002	187	32	student	student	NOUN
fsr-4002	187	33	loan	loan	NOUN
fsr-4002	187	34	forgiveness	forgiveness	NOUN
fsr-4002	187	35	8607	8607	NUM
fsr-4002	187	36	119	119	NUM
fsr-4002	187	37	8469	8469	NUM
fsr-4002	187	38	17	17	NUM
fsr-4002	187	39	-1	-1	SYM
fsr-4002	187	40	0.143	0.143	NUM
fsr-4002	187	41	billion	billion	NUM
fsr-4002	187	42	in	in	ADP
fsr-4002	187	43	student	student	NOUN
fsr-4002	187	44	loan	loan	NOUN
fsr-4002	187	45	debt	debt	NOUN
fsr-4002	187	46	8163	8163	NUM
fsr-4002	187	47	2986	2986	NUM
fsr-4002	187	48	5168	5168	NUM
fsr-4002	187	49	8	8	NUM
fsr-4002	187	50	-36	-36	SYM
fsr-4002	187	51	0.003	0.003	NUM
fsr-4002	187	52	student	student	NOUN
fsr-4002	187	53	with	with	ADP
fsr-4002	187	54	his	his	PRON
fsr-4002	187	55	student	student	NOUN
fsr-4002	187	56	loan	loan	NOUN
fsr-4002	187	57	8139	8139	NUM
fsr-4002	187	58	0	0	NUM
fsr-4002	187	59	8139	8139	NUM
fsr-4002	187	60	0	0	NUM
fsr-4002	187	61	0	0	NUM
fsr-4002	187	62	0.000	0.000	NUM
fsr-4002	187	63	cancel	cancel	VERB
fsr-4002	187	64	your	your	PRON
fsr-4002	187	65	student	student	NOUN
fsr-4002	187	66	debt	debt	NOUN
fsr-4002	187	67	7192	7192	NUM
fsr-4002	187	68	3945	3945	NUM
fsr-4002	187	69	3246	3246	NUM
fsr-4002	187	70	0	0	NUM
fsr-4002	188	1	-54	-54	SYM
fsr-4002	188	2	0.000	0.000	NUM
fsr-4002	188	3	average	average	ADJ
fsr-4002	188	4	+	+	ADJ
fsr-4002	188	5	/score	/score	ADJ
fsr-4002	188	6	0.020	0.020	NUM
fsr-4002	188	7	category	category	NOUN
fsr-4002	188	8	:	:	PUNCT
fsr-4002	188	9	government	government	NOUN
fsr-4002	188	10	tax	tax	NOUN
fsr-4002	188	11	money	money	NOUN
fsr-4002	188	12	19834	19834	NUM
fsr-4002	188	13	19756	19756	NUM
fsr-4002	188	14	77	77	NUM
fsr-4002	188	15	0	0	NUM
fsr-4002	188	16	-99	-99	SYM
fsr-4002	188	17	0.000	0.000	NUM
fsr-4002	188	18	health	health	NOUN
fsr-4002	188	19	care	care	NOUN
fsr-4002	188	20	17883	17883	NUM
fsr-4002	188	21	17754	17754	NUM
fsr-4002	189	1	119	119	NUM
fsr-4002	189	2	8	8	NUM
fsr-4002	189	3	-99	-99	SYM
fsr-4002	189	4	0.000	0.000	NUM
fsr-4002	189	5	supreme	supreme	PROPN
fsr-4002	189	6	court	court	PROPN
fsr-4002	189	7	13832	13832	NUM
fsr-4002	189	8	11908	11908	NUM
fsr-4002	189	9	1897	1897	NUM
fsr-4002	189	10	26	26	NUM
fsr-4002	189	11	-85	-85	PROPN
fsr-4002	189	12	0.002	0.002	NUM
fsr-4002	189	13	average	average	ADJ
fsr-4002	189	14	+	+	ADJ
fsr-4002	189	15	/score	/score	NOUN
fsr-4002	189	16	0.001	0.001	NUM
fsr-4002	189	17	category	category	NOUN
fsr-4002	189	18	:	:	PUNCT
fsr-4002	189	19	other	other	ADJ
fsr-4002	189	20	/	/	SYM
fsr-4002	189	21	ambiguous	ambiguous	ADJ
fsr-4002	189	22	funding	funding	NOUN
fsr-4002	189	23	a	a	DET
fsr-4002	189	24	genocide	genocide	NOUN
fsr-4002	189	25	17217	17217	NUM
fsr-4002	189	26	17214	17214	NUM
fsr-4002	189	27	2	2	NUM
fsr-4002	189	28	0	0	NUM
fsr-4002	189	29	-99	-99	SYM
fsr-4002	189	30	0.000	0.000	NUM
fsr-4002	189	31	helping	help	VERB
fsr-4002	189	32	18yo	18yo	NOUN
fsr-4002	189	33	11266	11266	NUM
fsr-4002	189	34	0	0	NUM
fsr-4002	189	35	11266	11266	NUM
fsr-4002	189	36	0	0	NUM
fsr-4002	189	37	0	0	NUM
fsr-4002	189	38	0.000	0.000	NUM
fsr-4002	189	39	#	#	NUM
fsr-4002	189	40	fitness	fitness	NOUN
fsr-4002	189	41	check	check	NOUN
fsr-4002	189	42	comments	comment	NOUN
fsr-4002	189	43	for	for	ADP
fsr-4002	189	44	full	full	ADJ
fsr-4002	189	45	video	video	NOUN
fsr-4002	189	46	8811	8811	NUM
fsr-4002	189	47	0	0	NUM
fsr-4002	189	48	8811	8811	NUM
fsr-4002	189	49	0	0	NUM
fsr-4002	189	50	0	0	NUM
fsr-4002	189	51	0.000	0.000	NUM
fsr-4002	189	52	million	million	NUM
fsr-4002	189	53	americans	americans	PROPN
fsr-4002	189	54	8796	8796	NUM
fsr-4002	189	55	6553	6553	NUM
fsr-4002	189	56	2233	2233	NUM
fsr-4002	189	57	8	8	NUM
fsr-4002	189	58	-74	-74	SYM
fsr-4002	189	59	0.001	0.001	NUM
fsr-4002	189	60	voted	vote	VERB
fsr-4002	189	61	to	to	PART
fsr-4002	189	62	restart	restart	VERB
fsr-4002	189	63	8016	8016	NUM
fsr-4002	189	64	4625	4625	NUM
fsr-4002	189	65	3390	3390	NUM
fsr-4002	189	66	0	0	NUM
fsr-4002	190	1	-57	-57	NOUN
fsr-4002	190	2	0.000	0.000	NUM
fsr-4002	190	3	bringing	bring	VERB
fsr-4002	190	4	him	he	PRON
fsr-4002	190	5	home	home	NOUN
fsr-4002	190	6	pt3	pt3	NOUN
fsr-4002	191	1	#	#	NOUN
fsr-4002	191	2	fitness	fitness	NOUN
fsr-4002	191	3	7638	7638	NUM
fsr-4002	191	4	0	0	NUM
fsr-4002	191	5	7638	7638	NUM
fsr-4002	191	6	0	0	NUM
fsr-4002	191	7	0	0	NUM
fsr-4002	191	8	0.000	0.000	NUM
fsr-4002	191	9	canceling	cancel	VERB
fsr-4002	191	10	an	an	DET
fsr-4002	191	11	additional	additional	ADJ
fsr-4002	191	12	6196	6196	NUM
fsr-4002	191	13	2305	2305	NUM
fsr-4002	191	14	3891	3891	NUM
fsr-4002	191	15	0	0	NUM
fsr-4002	192	1	-37	-37	NOUN
fsr-4002	192	2	0.000	0.000	NUM
fsr-4002	192	3	millions	million	NOUN
fsr-4002	192	4	of	of	ADP
fsr-4002	192	5	americans	americans	PROPN
fsr-4002	192	6	5597	5597	NUM
fsr-4002	193	1	470	470	NUM
fsr-4002	193	2	5123	5123	NUM
fsr-4002	193	3	2	2	NUM
fsr-4002	193	4	-8	-8	NUM
fsr-4002	193	5	0.004	0.004	NUM
fsr-4002	193	6	average	average	ADJ
fsr-4002	193	7	+	+	ADJ
fsr-4002	193	8	/score	/score	NOUN
fsr-4002	193	9	0.001	0.001	NUM
fsr-4002	193	10	financial	financial	ADJ
fsr-4002	193	11	services	service	NOUN
fsr-4002	193	12	review	review	NOUN
fsr-4002	193	13	,	,	PUNCT
fsr-4002	193	14	33(2	33(2	NUM
fsr-4002	193	15	)	)	PUNCT
fsr-4002	193	16	48	48	NUM
fsr-4002	193	17	table	table	NOUN
fsr-4002	193	18	5	5	NUM
fsr-4002	193	19	shows	show	VERB
fsr-4002	193	20	the	the	DET
fsr-4002	193	21	top	top	ADJ
fsr-4002	193	22	emojis	emojis	NOUN
fsr-4002	193	23	used	use	VERB
fsr-4002	193	24	across	across	ADP
fsr-4002	193	25	all	all	DET
fsr-4002	193	26	tweets	tweet	NOUN
fsr-4002	193	27	gathered	gather	VERB
fsr-4002	193	28	.	.	PUNCT
fsr-4002	194	1	although	although	SCONJ
fsr-4002	194	2	this	this	DET
fsr-4002	194	3	table	table	NOUN
fsr-4002	194	4	is	be	AUX
fsr-4002	194	5	not	not	PART
fsr-4002	194	6	directly	directly	ADV
fsr-4002	194	7	related	relate	VERB
fsr-4002	194	8	to	to	ADP
fsr-4002	194	9	a	a	DET
fsr-4002	194	10	hypothesis	hypothesis	NOUN
fsr-4002	194	11	–	–	PUNCT
fsr-4002	194	12	or	or	CCONJ
fsr-4002	194	13	attached	attach	VERB
fsr-4002	194	14	to	to	ADP
fsr-4002	194	15	sentiment	sentiment	NOUN
fsr-4002	194	16	scores	score	NOUN
fsr-4002	194	17	–	–	PUNCT
fsr-4002	194	18	it	it	PRON
fsr-4002	194	19	gives	give	VERB
fsr-4002	194	20	helpful	helpful	ADJ
fsr-4002	194	21	insights	insight	NOUN
fsr-4002	194	22	into	into	ADP
fsr-4002	194	23	the	the	DET
fsr-4002	194	24	mindset	mindset	NOUN
fsr-4002	194	25	of	of	ADP
fsr-4002	194	26	the	the	DET
fsr-4002	194	27	authors	author	NOUN
fsr-4002	194	28	when	when	SCONJ
fsr-4002	194	29	writing	write	VERB
fsr-4002	194	30	about	about	ADP
fsr-4002	194	31	student	student	NOUN
fsr-4002	194	32	loan	loan	NOUN
fsr-4002	194	33	topics	topic	NOUN
fsr-4002	194	34	.	.	PUNCT
fsr-4002	195	1	across	across	ADP
fsr-4002	195	2	all	all	DET
fsr-4002	195	3	tweets	tweet	NOUN
fsr-4002	195	4	(	(	PUNCT
fsr-4002	195	5	tweets	tweet	NOUN
fsr-4002	195	6	and	and	CCONJ
fsr-4002	195	7	retweets	retweet	NOUN
fsr-4002	195	8	)	)	PUNCT
fsr-4002	195	9	,	,	PUNCT
fsr-4002	195	10	the	the	DET
fsr-4002	195	11	five	five	NUM
fsr-4002	195	12	most	most	ADV
fsr-4002	195	13	popular	popular	ADJ
fsr-4002	195	14	emojis	emoji	NOUN
fsr-4002	195	15	were	be	AUX
fsr-4002	195	16	smiling	smile	VERB
fsr-4002	195	17	face	face	NOUN
fsr-4002	195	18	with	with	ADP
fsr-4002	195	19	horns	horn	NOUN
fsr-4002	195	20	(	(	PUNCT
fsr-4002	195	21	n	n	NOUN
fsr-4002	195	22	=	=	NUM
fsr-4002	195	23	11,704	11,704	NUM
fsr-4002	195	24	)	)	PUNCT
fsr-4002	195	25	,	,	PUNCT
fsr-4002	195	26	money	money	NOUN
fsr-4002	195	27	bag	bag	NOUN
fsr-4002	195	28	(	(	PUNCT
fsr-4002	195	29	n	n	NOUN
fsr-4002	195	30	=	=	SYM
fsr-4002	195	31	1,864	1,864	NUM
fsr-4002	195	32	)	)	PUNCT
fsr-4002	195	33	,	,	PUNCT
fsr-4002	195	34	police	police	NOUN
fsr-4002	195	35	cars	car	NOUN
fsr-4002	195	36	revolving	revolve	VERB
fsr-4002	195	37	light	light	NOUN
fsr-4002	195	38	(	(	PUNCT
fsr-4002	195	39	n	n	NOUN
fsr-4002	195	40	=	=	NUM
fsr-4002	195	41	1,696	1,696	NUM
fsr-4002	195	42	)	)	PUNCT
fsr-4002	195	43	,	,	PUNCT
fsr-4002	195	44	spool	spool	NOUN
fsr-4002	195	45	of	of	ADP
fsr-4002	195	46	thread	thread	NOUN
fsr-4002	195	47	(	(	PUNCT
fsr-4002	195	48	n	n	NOUN
fsr-4002	195	49	=	=	SYM
fsr-4002	195	50	1,202	1,202	NUM
fsr-4002	195	51	)	)	PUNCT
fsr-4002	195	52	,	,	PUNCT
fsr-4002	195	53	and	and	CCONJ
fsr-4002	195	54	white	white	VERB
fsr-4002	195	55	down	down	ADP
fsr-4002	195	56	pointing	point	VERB
fsr-4002	195	57	backhand	backhand	NOUN
fsr-4002	195	58	index	index	NOUN
fsr-4002	195	59	(	(	PUNCT
fsr-4002	195	60	n	n	NOUN
fsr-4002	195	61	=	=	NOUN
fsr-4002	195	62	1,067	1,067	NUM
fsr-4002	195	63	)	)	PUNCT
fsr-4002	195	64	.	.	PUNCT
fsr-4002	196	1	for	for	ADP
fsr-4002	196	2	tweets	tweet	NOUN
fsr-4002	196	3	,	,	PUNCT
fsr-4002	196	4	the	the	DET
fsr-4002	196	5	five	five	NUM
fsr-4002	196	6	most	most	ADV
fsr-4002	196	7	popular	popular	ADJ
fsr-4002	196	8	emojis	emoji	NOUN
fsr-4002	196	9	were	be	AUX
fsr-4002	196	10	money	money	NOUN
fsr-4002	196	11	bag	bag	NOUN
fsr-4002	196	12	(	(	PUNCT
fsr-4002	196	13	n	n	NOUN
fsr-4002	196	14	=	=	NUM
fsr-4002	196	15	595	595	NUM
fsr-4002	196	16	)	)	PUNCT
fsr-4002	196	17	,	,	PUNCT
fsr-4002	196	18	face	face	VERB
fsr-4002	196	19	with	with	ADP
fsr-4002	196	20	tears	tear	NOUN
fsr-4002	196	21	of	of	ADP
fsr-4002	196	22	joy	joy	NOUN
fsr-4002	196	23	(	(	PUNCT
fsr-4002	196	24	n	n	NOUN
fsr-4002	196	25	=	=	SYM
fsr-4002	196	26	490	490	NUM
fsr-4002	196	27	)	)	PUNCT
fsr-4002	196	28	,	,	PUNCT
fsr-4002	196	29	loudly	loudly	ADV
fsr-4002	196	30	crying	cry	VERB
fsr-4002	196	31	face	face	NOUN
fsr-4002	196	32	(	(	PUNCT
fsr-4002	196	33	n	n	NOUN
fsr-4002	196	34	=	=	NUM
fsr-4002	196	35	310	310	NUM
fsr-4002	196	36	)	)	PUNCT
fsr-4002	196	37	,	,	PUNCT
fsr-4002	196	38	white	white	ADJ
fsr-4002	196	39	down	down	ADP
fsr-4002	196	40	pointing	point	VERB
fsr-4002	196	41	backhand	backhand	NOUN
fsr-4002	196	42	index	index	NOUN
fsr-4002	196	43	(	(	PUNCT
fsr-4002	196	44	n	n	NOUN
fsr-4002	196	45	=	=	SYM
fsr-4002	196	46	94	94	NUM
fsr-4002	196	47	)	)	PUNCT
fsr-4002	196	48	,	,	PUNCT
fsr-4002	196	49	and	and	CCONJ
fsr-4002	196	50	police	police	NOUN
fsr-4002	196	51	cars	car	NOUN
fsr-4002	196	52	revolving	revolve	VERB
fsr-4002	196	53	light	light	NOUN
fsr-4002	196	54	(	(	PUNCT
fsr-4002	196	55	n	n	NOUN
fsr-4002	196	56	=	=	SYM
fsr-4002	196	57	55	55	NUM
fsr-4002	196	58	)	)	PUNCT
fsr-4002	196	59	.	.	PUNCT
fsr-4002	197	1	when	when	SCONJ
fsr-4002	197	2	sorted	sort	VERB
fsr-4002	197	3	by	by	ADP
fsr-4002	197	4	the	the	DET
fsr-4002	197	5	greatest	great	ADJ
fsr-4002	197	6	total	total	ADJ
fsr-4002	197	7	number	number	NOUN
fsr-4002	197	8	of	of	ADP
fsr-4002	197	9	impressions	impression	NOUN
fsr-4002	197	10	,	,	PUNCT
fsr-4002	197	11	the	the	DET
fsr-4002	197	12	five	five	NUM
fsr-4002	197	13	most	most	ADV
fsr-4002	197	14	popular	popular	ADJ
fsr-4002	197	15	emojis	emoji	NOUN
fsr-4002	197	16	were	be	AUX
fsr-4002	197	17	smiling	smile	VERB
fsr-4002	197	18	face	face	NOUN
fsr-4002	197	19	with	with	ADP
fsr-4002	197	20	horns	horn	NOUN
fsr-4002	197	21	(	(	PUNCT
fsr-4002	197	22	384,182,044	384,182,044	NUM
fsr-4002	197	23	)	)	PUNCT
fsr-4002	197	24	,	,	PUNCT
fsr-4002	197	25	white	white	ADJ
fsr-4002	197	26	down	down	ADP
fsr-4002	197	27	pointing	point	VERB
fsr-4002	197	28	backhand	backhand	NOUN
fsr-4002	197	29	index	index	NOUN
fsr-4002	197	30	(	(	PUNCT
fsr-4002	197	31	102,521,059	102,521,059	NUM
fsr-4002	197	32	)	)	PUNCT
fsr-4002	197	33	,	,	PUNCT
fsr-4002	197	34	money	money	NOUN
fsr-4002	197	35	bag	bag	NOUN
fsr-4002	197	36	(	(	PUNCT
fsr-4002	197	37	59,243,121	59,243,121	NUM
fsr-4002	197	38	)	)	PUNCT
fsr-4002	197	39	,	,	PUNCT
fsr-4002	197	40	splashing	splash	VERB
fsr-4002	197	41	sweat	sweat	NOUN
fsr-4002	197	42	symbol	symbol	NOUN
fsr-4002	197	43	(	(	PUNCT
fsr-4002	197	44	39,698,047	39,698,047	NUM
fsr-4002	197	45	)	)	PUNCT
fsr-4002	197	46	,	,	PUNCT
fsr-4002	197	47	and	and	CCONJ
fsr-4002	197	48	movie	movie	NOUN
fsr-4002	197	49	camera	camera	NOUN
fsr-4002	197	50	(	(	PUNCT
fsr-4002	197	51	36,811,251	36,811,251	NUM
fsr-4002	197	52	)	)	PUNCT
fsr-4002	197	53	.	.	PUNCT
fsr-4002	198	1	of	of	ADP
fsr-4002	198	2	the	the	DET
fsr-4002	198	3	ten	ten	NUM
fsr-4002	198	4	top	top	ADJ
fsr-4002	198	5	emojis	emoji	NOUN
fsr-4002	198	6	,	,	PUNCT
fsr-4002	198	7	at	at	ADP
fsr-4002	198	8	least	least	ADV
fsr-4002	198	9	three	three	NUM
fsr-4002	198	10	carry	carry	VERB
fsr-4002	198	11	a	a	DET
fsr-4002	198	12	negative	negative	ADJ
fsr-4002	198	13	connotation	connotation	NOUN
fsr-4002	198	14	(	(	PUNCT
fsr-4002	198	15	smiling	smile	VERB
fsr-4002	198	16	face	face	NOUN
fsr-4002	198	17	with	with	ADP
fsr-4002	198	18	horns	horn	NOUN
fsr-4002	198	19	,	,	PUNCT
fsr-4002	198	20	police	police	NOUN
fsr-4002	198	21	cars	car	NOUN
fsr-4002	198	22	revolving	revolve	VERB
fsr-4002	198	23	light	light	NOUN
fsr-4002	198	24	,	,	PUNCT
fsr-4002	198	25	loudly	loudly	ADV
fsr-4002	198	26	crying	cry	VERB
fsr-4002	198	27	face	face	NOUN
fsr-4002	198	28	)	)	PUNCT
fsr-4002	198	29	with	with	ADP
fsr-4002	198	30	14,068	14,068	NUM
fsr-4002	198	31	total	total	ADJ
fsr-4002	198	32	tweets	tweet	NOUN
fsr-4002	198	33	and	and	CCONJ
fsr-4002	198	34	retweets	retweet	NOUN
fsr-4002	198	35	and	and	CCONJ
fsr-4002	198	36	392,030,725	392,030,725	NUM
fsr-4002	198	37	impressions	impression	NOUN
fsr-4002	198	38	.	.	PUNCT
fsr-4002	199	1	table	table	NOUN
fsr-4002	199	2	5	5	NUM
fsr-4002	199	3	.	.	PUNCT
fsr-4002	200	1	top	top	ADJ
fsr-4002	200	2	10	10	NUM
fsr-4002	200	3	emojis	emojis	PROPN
fsr-4002	200	4	rank	rank	PROPN
fsr-4002	200	5	emoji	emoji	PROPN
fsr-4002	200	6	label	label	PROPN
fsr-4002	200	7	all	all	DET
fsr-4002	200	8	tweets	tweet	NOUN
fsr-4002	200	9	retweets	retweet	NOUN
fsr-4002	200	10	tweets	tweet	NOUN
fsr-4002	200	11	impressions	impression	NOUN
fsr-4002	200	12	1	1	NUM
fsr-4002	200	13	😈	😈	NOUN
fsr-4002	200	14	smiling	smile	VERB
fsr-4002	200	15	face	face	NOUN
fsr-4002	200	16	with	with	ADP
fsr-4002	200	17	horns	horn	NOUN
fsr-4002	200	18	11,704	11,704	NUM
fsr-4002	200	19	11,701	11,701	NUM
fsr-4002	200	20	2	2	NUM
fsr-4002	200	21	384,182,044	384,182,044	NUM
fsr-4002	200	22	2	2	NUM
fsr-4002	200	23	💰	💰	NUM
fsr-4002	200	24	money	money	NOUN
fsr-4002	200	25	bag	bag	NOUN
fsr-4002	200	26	1,864	1,864	NUM
fsr-4002	200	27	1,268	1,268	NUM
fsr-4002	200	28	595	595	NUM
fsr-4002	200	29	59,243,121	59,243,121	NUM
fsr-4002	200	30	3	3	NUM
fsr-4002	201	1	🚨	🚨	NOUN
fsr-4002	202	1	police	police	NOUN
fsr-4002	202	2	cars	car	NOUN
fsr-4002	202	3	revolving	revolve	VERB
fsr-4002	202	4	light	light	NOUN
fsr-4002	202	5	1,696	1,696	NUM
fsr-4002	202	6	1,639	1,639	NUM
fsr-4002	202	7	55	55	NUM
fsr-4002	202	8	6,804,599	6,804,599	NUM
fsr-4002	202	9	4	4	NUM
fsr-4002	202	10	🧵	🧵	DET
fsr-4002	202	11	spool	spool	NOUN
fsr-4002	202	12	of	of	ADP
fsr-4002	202	13	thread	thread	NOUN
fsr-4002	202	14	1,202	1,202	NUM
fsr-4002	202	15	1,154	1,154	NUM
fsr-4002	202	16	46	46	NUM
fsr-4002	202	17	4,542,805	4,542,805	NUM
fsr-4002	202	18	5	5	NUM
fsr-4002	202	19	👇	👇	NOUN
fsr-4002	202	20	white	white	ADJ
fsr-4002	202	21	down	down	ADP
fsr-4002	202	22	pointing	point	VERB
fsr-4002	202	23	backhand	backhand	NOUN
fsr-4002	202	24	index	index	NOUN
fsr-4002	202	25	1,067	1,067	NUM
fsr-4002	202	26	971	971	NUM
fsr-4002	202	27	94	94	NUM
fsr-4002	202	28	102,521,059	102,521,059	NUM
fsr-4002	202	29	6	6	NUM
fsr-4002	202	30	🎥	🎥	NOUN
fsr-4002	202	31	movie	movie	NOUN
fsr-4002	202	32	camera	camera	NOUN
fsr-4002	202	33	1,052	1,052	NUM
fsr-4002	202	34	1,049	1,049	NUM
fsr-4002	202	35	2	2	NUM
fsr-4002	202	36	36,811,251	36,811,251	NUM
fsr-4002	202	37	7	7	NUM
fsr-4002	202	38	💦	💦	NOUN
fsr-4002	202	39	splashing	splash	VERB
fsr-4002	202	40	sweat	sweat	NOUN
fsr-4002	202	41	symbol	symbol	NOUN
fsr-4002	202	42	1,001	1,001	NUM
fsr-4002	202	43	992	992	NUM
fsr-4002	202	44	8	8	NUM
fsr-4002	202	45	39,698,047	39,698,047	NUM
fsr-4002	202	46	8	8	NUM
fsr-4002	202	47	😂	😂	PROPN
fsr-4002	202	48	face	face	VERB
fsr-4002	202	49	with	with	ADP
fsr-4002	202	50	tears	tear	NOUN
fsr-4002	202	51	of	of	ADP
fsr-4002	202	52	joy	joy	NOUN
fsr-4002	202	53	743	743	NUM
fsr-4002	202	54	251	251	NUM
fsr-4002	202	55	490	490	NUM
fsr-4002	202	56	11,401,407	11,401,407	NUM
fsr-4002	202	57	9	9	NUM
fsr-4002	202	58	🤷	🤷	NUM
fsr-4002	202	59	🏽‍	🏽‍	PROPN
fsr-4002	202	60	♂	♂	NOUN
fsr-4002	202	61	️	️	ADJ
fsr-4002	202	62	shrugging	shrug	VERB
fsr-4002	202	63	734	734	NUM
fsr-4002	202	64	719	719	NUM
fsr-4002	202	65	14	14	NUM
fsr-4002	202	66	1,468,062	1,468,062	NUM
fsr-4002	202	67	10	10	NUM
fsr-4002	202	68	😭	😭	ADV
fsr-4002	202	69	loudly	loudly	ADV
fsr-4002	202	70	crying	cry	VERB
fsr-4002	202	71	face	face	NOUN
fsr-4002	202	72	668	668	NUM
fsr-4002	202	73	356	356	NUM
fsr-4002	202	74	310	310	NUM
fsr-4002	202	75	1,044,082	1,044,082	NUM
fsr-4002	202	76	table	table	NOUN
fsr-4002	202	77	6	6	NUM
fsr-4002	202	78	shows	show	VERB
fsr-4002	202	79	the	the	DET
fsr-4002	202	80	top	top	ADJ
fsr-4002	202	81	hashtags	hashtag	NOUN
fsr-4002	202	82	for	for	ADP
fsr-4002	202	83	the	the	DET
fsr-4002	202	84	data	datum	NOUN
fsr-4002	202	85	gathered	gather	VERB
fsr-4002	202	86	.	.	PUNCT
fsr-4002	203	1	like	like	INTJ
fsr-4002	203	2	emojis	emoji	NOUN
fsr-4002	203	3	,	,	PUNCT
fsr-4002	203	4	these	these	DET
fsr-4002	203	5	hashtags	hashtag	NOUN
fsr-4002	203	6	are	be	AUX
fsr-4002	203	7	not	not	PART
fsr-4002	203	8	attached	attach	VERB
fsr-4002	203	9	to	to	ADP
fsr-4002	203	10	sentiment	sentiment	NOUN
fsr-4002	203	11	scores	score	NOUN
fsr-4002	203	12	.	.	PUNCT
fsr-4002	204	1	the	the	DET
fsr-4002	204	2	top	top	ADJ
fsr-4002	204	3	hashtag	hashtag	NOUN
fsr-4002	204	4	is	be	AUX
fsr-4002	204	5	unrelated	unrelated	ADJ
fsr-4002	204	6	to	to	ADP
fsr-4002	204	7	student	student	NOUN
fsr-4002	204	8	loans	loan	NOUN
fsr-4002	204	9	:	:	PUNCT
fsr-4002	204	10	#	#	SYM
fsr-4002	204	11	fitness	fitness	NOUN
fsr-4002	204	12	.	.	PUNCT
fsr-4002	205	1	interestingly	interestingly	ADV
fsr-4002	205	2	,	,	PUNCT
fsr-4002	205	3	this	this	DET
fsr-4002	205	4	hashtag	hashtag	NOUN
fsr-4002	205	5	had	have	VERB
fsr-4002	205	6	12,753	12,753	NUM
fsr-4002	205	7	retweets	retweet	NOUN
fsr-4002	205	8	but	but	CCONJ
fsr-4002	205	9	no	no	DET
fsr-4002	205	10	tweets	tweet	NOUN
fsr-4002	205	11	.	.	PUNCT
fsr-4002	206	1	beyond	beyond	ADP
fsr-4002	206	2	this	this	DET
fsr-4002	206	3	anomaly	anomaly	NOUN
fsr-4002	206	4	(	(	PUNCT
fsr-4002	206	5	addressed	address	VERB
fsr-4002	206	6	in	in	ADP
fsr-4002	206	7	the	the	DET
fsr-4002	206	8	limitations	limitation	NOUN
fsr-4002	206	9	section	section	NOUN
fsr-4002	206	10	)	)	PUNCT
fsr-4002	206	11	,	,	PUNCT
fsr-4002	206	12	the	the	DET
fsr-4002	206	13	second	second	ADJ
fsr-4002	206	14	to	to	ADP
fsr-4002	206	15	tenth	tenth	ADJ
fsr-4002	206	16	hashtags	hashtag	NOUN
fsr-4002	206	17	were	be	AUX
fsr-4002	206	18	all	all	ADV
fsr-4002	206	19	related	related	ADJ
fsr-4002	206	20	to	to	ADP
fsr-4002	206	21	student	student	NOUN
fsr-4002	206	22	loans	loan	NOUN
fsr-4002	206	23	.	.	PUNCT
fsr-4002	207	1	the	the	DET
fsr-4002	207	2	second	second	ADJ
fsr-4002	207	3	most	most	ADV
fsr-4002	207	4	popular	popular	ADJ
fsr-4002	207	5	hashtag	hashtag	NOUN
fsr-4002	207	6	was	be	AUX
fsr-4002	207	7	#	#	SYM
fsr-4002	207	8	studentloans	studentloan	NOUN
fsr-4002	207	9	followed	follow	VERB
fsr-4002	207	10	by	by	ADP
fsr-4002	207	11	#	#	SYM
fsr-4002	207	12	cancelstudentdebt	cancelstudentdebt	NOUN
fsr-4002	207	13	.	.	PUNCT
fsr-4002	208	1	the	the	DET
fsr-4002	208	2	sixth	sixth	ADJ
fsr-4002	208	3	most	most	ADV
fsr-4002	208	4	popular	popular	ADJ
fsr-4002	208	5	hashtag	hashtag	NOUN
fsr-4002	208	6	was	be	AUX
fsr-4002	208	7	#	#	ADJ
fsr-4002	208	8	scotus	scotus	NOUN
fsr-4002	208	9	,	,	PUNCT
fsr-4002	208	10	referring	refer	VERB
fsr-4002	208	11	to	to	ADP
fsr-4002	208	12	the	the	DET
fsr-4002	208	13	supreme	supreme	PROPN
fsr-4002	208	14	court	court	PROPN
fsr-4002	208	15	of	of	ADP
fsr-4002	208	16	the	the	DET
fsr-4002	208	17	united	united	PROPN
fsr-4002	208	18	states	states	PROPN
fsr-4002	208	19	.	.	PUNCT
fsr-4002	209	1	for	for	ADP
fsr-4002	209	2	tweets	tweet	NOUN
fsr-4002	209	3	(	(	PUNCT
fsr-4002	209	4	versus	versus	ADP
fsr-4002	209	5	retweets	retweet	NOUN
fsr-4002	209	6	)	)	PUNCT
fsr-4002	209	7	,	,	PUNCT
fsr-4002	209	8	the	the	DET
fsr-4002	209	9	five	five	NUM
fsr-4002	209	10	most	most	ADV
fsr-4002	209	11	popular	popular	ADJ
fsr-4002	209	12	hashtags	hashtag	NOUN
fsr-4002	209	13	were	be	AUX
fsr-4002	209	14	#	#	SYM
fsr-4002	209	15	studentloans	studentloan	NOUN
fsr-4002	209	16	(	(	PUNCT
fsr-4002	209	17	1,984	1,984	NUM
fsr-4002	209	18	)	)	PUNCT
fsr-4002	209	19	,	,	PUNCT
fsr-4002	209	20	#	#	SYM
fsr-4002	209	21	cancelstudentdebt	cancelstudentdebt	NOUN
fsr-4002	209	22	(	(	PUNCT
fsr-4002	209	23	775	775	NUM
fsr-4002	209	24	)	)	PUNCT
fsr-4002	209	25	,	,	PUNCT
fsr-4002	209	26	#	#	SYM
fsr-4002	209	27	poortax	poortax	NOUN
fsr-4002	209	28	(	(	PUNCT
fsr-4002	209	29	386	386	NUM
fsr-4002	209	30	)	)	PUNCT
fsr-4002	209	31	,	,	PUNCT
fsr-4002	209	32	#	#	NOUN
fsr-4002	209	33	studentloan	studentloan	NOUN
fsr-4002	209	34	(	(	PUNCT
fsr-4002	209	35	262	262	NUM
fsr-4002	209	36	)	)	PUNCT
fsr-4002	209	37	,	,	PUNCT
fsr-4002	209	38	and	and	CCONJ
fsr-4002	209	39	#	#	SYM
fsr-4002	209	40	cancelallstudentdebtnow	cancelallstudentdebtnow	NOUN
fsr-4002	209	41	(	(	PUNCT
fsr-4002	209	42	235	235	NUM
fsr-4002	209	43	)	)	PUNCT
fsr-4002	209	44	.	.	PUNCT
fsr-4002	210	1	the	the	DET
fsr-4002	210	2	top	top	ADJ
fsr-4002	210	3	five	five	NUM
fsr-4002	210	4	hashtags	hashtag	NOUN
fsr-4002	210	5	had	have	VERB
fsr-4002	210	6	combined	combine	VERB
fsr-4002	210	7	impressions	impression	NOUN
fsr-4002	210	8	of	of	ADP
fsr-4002	210	9	34,533,799	34,533,799	NUM
fsr-4002	210	10	,	,	PUNCT
fsr-4002	210	11	with	with	ADP
fsr-4002	210	12	the	the	DET
fsr-4002	210	13	list	list	NOUN
fsr-4002	210	14	garnering	garner	VERB
fsr-4002	210	15	537,460,898	537,460,898	PROPN
fsr-4002	210	16	.	.	PUNCT
fsr-4002	211	1	anderson	anderson	PROPN
fsr-4002	211	2	et	et	PROPN
fsr-4002	211	3	al	al	PROPN
fsr-4002	211	4	.	.	PROPN
fsr-4002	211	5	49	49	NUM
fsr-4002	211	6	table	table	NOUN
fsr-4002	211	7	6	6	NUM
fsr-4002	211	8	.	.	PUNCT
fsr-4002	211	9	top	top	ADJ
fsr-4002	211	10	10	10	NUM
fsr-4002	211	11	hashtags	hashtag	NOUN
fsr-4002	211	12	rank	rank	NOUN
fsr-4002	211	13	hashtag	hashtag	PROPN
fsr-4002	211	14	all	all	DET
fsr-4002	211	15	tweets	tweet	NOUN
fsr-4002	211	16	retweets	retweet	NOUN
fsr-4002	211	17	tweets	tweet	NOUN
fsr-4002	211	18	impressions	impression	NOUN
fsr-4002	211	19	1	1	NUM
fsr-4002	211	20	#	#	SYM
fsr-4002	211	21	fitness	fitness	NOUN
fsr-4002	211	22	12,753	12,753	NUM
fsr-4002	211	23	12,753	12,753	NUM
fsr-4002	211	24	0	0	NUM
fsr-4002	211	25	501,162,722	501,162,722	NUM
fsr-4002	211	26	2	2	NUM
fsr-4002	211	27	#	#	ADJ
fsr-4002	211	28	studentloans	studentloan	NOUN
fsr-4002	211	29	3,567	3,567	NUM
fsr-4002	211	30	1,582	1,582	NUM
fsr-4002	211	31	1,984	1,984	NUM
fsr-4002	211	32	23,392,392	23,392,392	NUM
fsr-4002	211	33	3	3	NUM
fsr-4002	211	34	#	#	ADJ
fsr-4002	211	35	cancelstudentdebt	cancelstudentdebt	NOUN
fsr-4002	211	36	1,933	1,933	NUM
fsr-4002	211	37	1,157	1,157	NUM
fsr-4002	211	38	775	775	NUM
fsr-4002	211	39	3,600,657	3,600,657	NUM
fsr-4002	211	40	4	4	NUM
fsr-4002	211	41	#	#	SYM
fsr-4002	211	42	studentloan	studentloan	NOUN
fsr-4002	211	43	674	674	NUM
fsr-4002	212	1	410	410	NUM
fsr-4002	212	2	262	262	NUM
fsr-4002	212	3	7,267,211	7,267,211	NUM
fsr-4002	212	4	5	5	NUM
fsr-4002	212	5	#	#	SYM
fsr-4002	212	6	poortax	poortax	NOUN
fsr-4002	212	7	446	446	NUM
fsr-4002	212	8	59	59	NUM
fsr-4002	212	9	386	386	NUM
fsr-4002	212	10	146,290	146,290	NUM
fsr-4002	212	11	6	6	NUM
fsr-4002	212	12	#	#	NOUN
fsr-4002	212	13	scotus	scotus	NOUN
fsr-4002	212	14	428	428	NUM
fsr-4002	212	15	395	395	NUM
fsr-4002	212	16	31	31	NUM
fsr-4002	212	17	646,113	646,113	NUM
fsr-4002	212	18	7	7	NUM
fsr-4002	212	19	#	#	ADJ
fsr-4002	212	20	fixstudentloans	fixstudentloan	VERB
fsr-4002	212	21	404	404	NUM
fsr-4002	212	22	368	368	NUM
fsr-4002	212	23	34	34	NUM
fsr-4002	212	24	342,014	342,014	NUM
fsr-4002	212	25	8	8	NUM
fsr-4002	212	26	#	#	SYM
fsr-4002	212	27	studentloanforgiveness	studentloanforgiveness	NOUN
fsr-4002	212	28	305	305	NUM
fsr-4002	212	29	122	122	NUM
fsr-4002	212	30	181	181	NUM
fsr-4002	212	31	650,748	650,748	NUM
fsr-4002	212	32	9	9	NUM
fsr-4002	212	33	#	#	SYM
fsr-4002	212	34	cancelallstudentdebtnow	cancelallstudentdebtnow	NOUN
fsr-4002	212	35	266	266	NUM
fsr-4002	212	36	29	29	NUM
fsr-4002	212	37	235	235	NUM
fsr-4002	212	38	127,249	127,249	NUM
fsr-4002	212	39	10	10	NUM
fsr-4002	212	40	#	#	SYM
fsr-4002	212	41	cancelallstudentdebt	cancelallstudentdebt	NOUN
fsr-4002	212	42	260	260	NUM
fsr-4002	212	43	179	179	NUM
fsr-4002	212	44	79	79	NUM
fsr-4002	212	45	125,502	125,502	NUM
fsr-4002	212	46	discussion	discussion	NOUN
fsr-4002	212	47	the	the	DET
fsr-4002	212	48	years	year	NOUN
fsr-4002	212	49	and	and	CCONJ
fsr-4002	212	50	months	month	NOUN
fsr-4002	212	51	preceding	precede	VERB
fsr-4002	212	52	october	october	PROPN
fsr-4002	212	53	2023	2023	NUM
fsr-4002	212	54	were	be	AUX
fsr-4002	212	55	filled	fill	VERB
fsr-4002	212	56	with	with	ADP
fsr-4002	212	57	a	a	DET
fsr-4002	212	58	whirlwind	whirlwind	NOUN
fsr-4002	212	59	of	of	ADP
fsr-4002	212	60	change	change	NOUN
fsr-4002	212	61	in	in	ADP
fsr-4002	212	62	the	the	DET
fsr-4002	212	63	federal	federal	ADJ
fsr-4002	212	64	student	student	NOUN
fsr-4002	212	65	loan	loan	NOUN
fsr-4002	212	66	space	space	NOUN
fsr-4002	212	67	.	.	PUNCT
fsr-4002	213	1	on	on	ADP
fsr-4002	213	2	march	march	PROPN
fsr-4002	213	3	13	13	NUM
fsr-4002	213	4	,	,	PUNCT
fsr-4002	213	5	2020	2020	NUM
fsr-4002	213	6	,	,	PUNCT
fsr-4002	213	7	the	the	DET
fsr-4002	213	8	trump	trump	NOUN
fsr-4002	213	9	administration	administration	NOUN
fsr-4002	213	10	announced	announce	VERB
fsr-4002	213	11	the	the	DET
fsr-4002	213	12	suspension	suspension	NOUN
fsr-4002	213	13	of	of	ADP
fsr-4002	213	14	federal	federal	ADJ
fsr-4002	213	15	student	student	NOUN
fsr-4002	213	16	loan	loan	NOUN
fsr-4002	213	17	payments	payment	NOUN
fsr-4002	213	18	and	and	CCONJ
fsr-4002	213	19	interest	interest	NOUN
fsr-4002	213	20	.	.	PUNCT
fsr-4002	214	1	a	a	DET
fsr-4002	214	2	few	few	ADJ
fsr-4002	214	3	years	year	NOUN
fsr-4002	214	4	later	later	ADV
fsr-4002	214	5	,	,	PUNCT
fsr-4002	214	6	on	on	ADP
fsr-4002	214	7	august	august	PROPN
fsr-4002	214	8	24	24	NUM
fsr-4002	214	9	,	,	PUNCT
fsr-4002	214	10	2022	2022	NUM
fsr-4002	214	11	,	,	PUNCT
fsr-4002	214	12	the	the	DET
fsr-4002	214	13	biden	biden	PROPN
fsr-4002	214	14	administration	administration	PROPN
fsr-4002	214	15	announced	announce	VERB
fsr-4002	214	16	blanket	blanket	NOUN
fsr-4002	214	17	student	student	NOUN
fsr-4002	214	18	loan	loan	NOUN
fsr-4002	214	19	forgiveness	forgiveness	NOUN
fsr-4002	214	20	while	while	SCONJ
fsr-4002	214	21	payments	payment	NOUN
fsr-4002	214	22	and	and	CCONJ
fsr-4002	214	23	interest	interest	NOUN
fsr-4002	214	24	were	be	AUX
fsr-4002	214	25	still	still	ADV
fsr-4002	214	26	suspended	suspend	VERB
fsr-4002	214	27	.	.	PUNCT
fsr-4002	215	1	on	on	ADP
fsr-4002	215	2	june	june	PROPN
fsr-4002	215	3	30	30	NUM
fsr-4002	215	4	of	of	ADP
fsr-4002	215	5	the	the	DET
fsr-4002	215	6	following	following	ADJ
fsr-4002	215	7	year	year	NOUN
fsr-4002	215	8	the	the	DET
fsr-4002	215	9	supreme	supreme	PROPN
fsr-4002	215	10	court	court	PROPN
fsr-4002	215	11	rejected	reject	VERB
fsr-4002	215	12	that	that	DET
fsr-4002	215	13	forgiveness	forgiveness	NOUN
fsr-4002	215	14	proposal	proposal	NOUN
fsr-4002	215	15	.	.	PUNCT
fsr-4002	216	1	in	in	ADP
fsr-4002	216	2	the	the	DET
fsr-4002	216	3	wake	wake	NOUN
fsr-4002	216	4	of	of	ADP
fsr-4002	216	5	this	this	DET
fsr-4002	216	6	announcement	announcement	NOUN
fsr-4002	216	7	,	,	PUNCT
fsr-4002	216	8	borrowers	borrower	NOUN
fsr-4002	216	9	were	be	AUX
fsr-4002	216	10	told	tell	VERB
fsr-4002	216	11	that	that	SCONJ
fsr-4002	216	12	payments	payment	NOUN
fsr-4002	216	13	and	and	CCONJ
fsr-4002	216	14	interest	interest	NOUN
fsr-4002	216	15	would	would	AUX
fsr-4002	216	16	resume	resume	VERB
fsr-4002	216	17	–	–	PUNCT
fsr-4002	216	18	without	without	ADP
fsr-4002	216	19	any	any	DET
fsr-4002	216	20	balance	balance	NOUN
fsr-4002	216	21	forgiven	forgive	VERB
fsr-4002	216	22	–	–	PUNCT
fsr-4002	216	23	after	after	ADP
fsr-4002	216	24	over	over	ADP
fsr-4002	216	25	three	three	NUM
fsr-4002	216	26	years	year	NOUN
fsr-4002	216	27	of	of	ADP
fsr-4002	216	28	no	no	DET
fsr-4002	216	29	payments	payment	NOUN
fsr-4002	216	30	or	or	CCONJ
fsr-4002	216	31	interest	interest	NOUN
fsr-4002	216	32	accrual	accrual	ADJ
fsr-4002	216	33	on	on	ADP
fsr-4002	216	34	federal	federal	ADJ
fsr-4002	216	35	student	student	NOUN
fsr-4002	216	36	loans	loan	NOUN
fsr-4002	216	37	.	.	PUNCT
fsr-4002	217	1	this	this	DET
fsr-4002	217	2	study	study	NOUN
fsr-4002	217	3	’s	’s	PART
fsr-4002	217	4	analysis	analysis	NOUN
fsr-4002	217	5	of	of	ADP
fsr-4002	217	6	x	x	SYM
fsr-4002	217	7	data	datum	NOUN
fsr-4002	217	8	advances	advance	VERB
fsr-4002	217	9	a	a	DET
fsr-4002	217	10	better	well	ADJ
fsr-4002	217	11	understanding	understanding	NOUN
fsr-4002	217	12	of	of	ADP
fsr-4002	217	13	student	student	NOUN
fsr-4002	217	14	loan	loan	NOUN
fsr-4002	217	15	borrower	borrower	NOUN
fsr-4002	217	16	sentiment	sentiment	NOUN
fsr-4002	217	17	during	during	ADP
fsr-4002	217	18	the	the	DET
fsr-4002	217	19	resumption	resumption	NOUN
fsr-4002	217	20	of	of	ADP
fsr-4002	217	21	federal	federal	ADJ
fsr-4002	217	22	student	student	NOUN
fsr-4002	217	23	loan	loan	NOUN
fsr-4002	217	24	payments	payment	NOUN
fsr-4002	217	25	in	in	ADP
fsr-4002	217	26	october	october	PROPN
fsr-4002	217	27	2023	2023	NUM
fsr-4002	217	28	.	.	PUNCT
fsr-4002	218	1	our	our	PRON
fsr-4002	218	2	study	study	NOUN
fsr-4002	218	3	demonstrates	demonstrate	VERB
fsr-4002	218	4	that	that	SCONJ
fsr-4002	218	5	borrowers	borrower	NOUN
fsr-4002	218	6	experienced	experience	VERB
fsr-4002	218	7	negative	negative	ADJ
fsr-4002	218	8	sentiment	sentiment	NOUN
fsr-4002	218	9	during	during	ADP
fsr-4002	218	10	this	this	DET
fsr-4002	218	11	resumption	resumption	NOUN
fsr-4002	218	12	of	of	ADP
fsr-4002	218	13	payments	payment	NOUN
fsr-4002	218	14	,	,	PUNCT
fsr-4002	218	15	especially	especially	ADV
fsr-4002	218	16	without	without	ADP
fsr-4002	218	17	the	the	DET
fsr-4002	218	18	help	help	NOUN
fsr-4002	218	19	of	of	ADP
fsr-4002	218	20	forgiveness	forgiveness	NOUN
fsr-4002	218	21	.	.	PUNCT
fsr-4002	219	1	references	reference	NOUN
fsr-4002	219	2	to	to	ADP
fsr-4002	219	3	student	student	NOUN
fsr-4002	219	4	loans	loan	NOUN
fsr-4002	219	5	on	on	ADP
fsr-4002	219	6	the	the	DET
fsr-4002	219	7	platform	platform	NOUN
fsr-4002	219	8	demonstrated	demonstrate	VERB
fsr-4002	219	9	a	a	DET
fsr-4002	219	10	negative	negative	ADJ
fsr-4002	219	11	sentiment	sentiment	NOUN
fsr-4002	219	12	that	that	PRON
fsr-4002	219	13	greatly	greatly	ADV
fsr-4002	219	14	outpaced	outpace	VERB
fsr-4002	219	15	positive	positive	ADJ
fsr-4002	219	16	(	(	PUNCT
fsr-4002	219	17	46	46	NUM
fsr-4002	219	18	%	%	NOUN
fsr-4002	219	19	negative	negative	ADJ
fsr-4002	219	20	versus	versus	ADP
fsr-4002	219	21	1	1	NUM
fsr-4002	219	22	%	%	NOUN
fsr-4002	219	23	positive	positive	ADJ
fsr-4002	219	24	)	)	PUNCT
fsr-4002	219	25	.	.	PUNCT
fsr-4002	220	1	given	give	VERB
fsr-4002	220	2	the	the	DET
fsr-4002	220	3	timeline	timeline	NOUN
fsr-4002	220	4	outlined	outline	VERB
fsr-4002	220	5	above	above	ADV
fsr-4002	220	6	,	,	PUNCT
fsr-4002	220	7	it	it	PRON
fsr-4002	220	8	is	be	AUX
fsr-4002	220	9	unsurprising	unsurprising	ADJ
fsr-4002	220	10	that	that	SCONJ
fsr-4002	220	11	several	several	ADJ
fsr-4002	220	12	of	of	ADP
fsr-4002	220	13	the	the	DET
fsr-4002	220	14	most	most	ADV
fsr-4002	220	15	popular	popular	ADJ
fsr-4002	220	16	hashtags	hashtag	NOUN
fsr-4002	220	17	found	find	VERB
fsr-4002	220	18	in	in	ADP
fsr-4002	220	19	this	this	DET
fsr-4002	220	20	study	study	NOUN
fsr-4002	220	21	pointed	point	VERB
fsr-4002	220	22	toward	toward	ADP
fsr-4002	220	23	student	student	NOUN
fsr-4002	220	24	loan	loan	NOUN
fsr-4002	220	25	forgiveness	forgiveness	NOUN
fsr-4002	220	26	as	as	ADP
fsr-4002	220	27	a	a	DET
fsr-4002	220	28	major	major	ADJ
fsr-4002	220	29	topic	topic	NOUN
fsr-4002	220	30	,	,	PUNCT
fsr-4002	220	31	as	as	SCONJ
fsr-4002	220	32	shown	show	VERB
fsr-4002	220	33	in	in	ADP
fsr-4002	220	34	the	the	DET
fsr-4002	220	35	third	third	ADJ
fsr-4002	220	36	,	,	PUNCT
fsr-4002	220	37	sixth	sixth	ADJ
fsr-4002	220	38	,	,	PUNCT
fsr-4002	220	39	eighth	eighth	ADJ
fsr-4002	220	40	,	,	PUNCT
fsr-4002	220	41	ninth	ninth	ADJ
fsr-4002	220	42	,	,	PUNCT
fsr-4002	220	43	and	and	CCONJ
fsr-4002	220	44	tenth	tenth	ADV
fsr-4002	220	45	most	most	ADV
fsr-4002	220	46	popular	popular	ADJ
fsr-4002	220	47	hashtags	hashtag	NOUN
fsr-4002	220	48	(	(	PUNCT
fsr-4002	220	49	#	#	SYM
fsr-4002	220	50	cancelstudentdebt	cancelstudentdebt	NOUN
fsr-4002	220	51	,	,	PUNCT
fsr-4002	220	52	#	#	NOUN
fsr-4002	220	53	scotus	scotus	NOUN
fsr-4002	220	54	,	,	PUNCT
fsr-4002	220	55	#	#	SYM
fsr-4002	220	56	studentloanforgiveness	studentloanforgiveness	NOUN
fsr-4002	220	57	,	,	PUNCT
fsr-4002	220	58	#	#	NOUN
fsr-4002	220	59	cancelallstudentdebtnow	cancelallstudentdebtnow	NOUN
fsr-4002	220	60	,	,	PUNCT
fsr-4002	220	61	and	and	CCONJ
fsr-4002	220	62	#	#	SYM
fsr-4002	220	63	cancelallstudentdebt	cancelallstudentdebt	NOUN
fsr-4002	220	64	,	,	PUNCT
fsr-4002	220	65	respectively	respectively	ADV
fsr-4002	220	66	)	)	PUNCT
fsr-4002	220	67	.	.	PUNCT
fsr-4002	221	1	in	in	ADP
fsr-4002	221	2	summary	summary	NOUN
fsr-4002	221	3	,	,	PUNCT
fsr-4002	221	4	both	both	PRON
fsr-4002	221	5	of	of	ADP
fsr-4002	221	6	our	our	PRON
fsr-4002	221	7	hypotheses	hypothesis	NOUN
fsr-4002	221	8	were	be	AUX
fsr-4002	221	9	confirmed	confirm	VERB
fsr-4002	221	10	.	.	PUNCT
fsr-4002	222	1	although	although	SCONJ
fsr-4002	222	2	neutral	neutral	ADJ
fsr-4002	222	3	sentiment	sentiment	NOUN
fsr-4002	222	4	represented	represent	VERB
fsr-4002	222	5	the	the	DET
fsr-4002	222	6	greatest	great	ADJ
fsr-4002	222	7	percentage	percentage	NOUN
fsr-4002	222	8	across	across	ADP
fsr-4002	222	9	all	all	DET
fsr-4002	222	10	data	datum	NOUN
fsr-4002	222	11	points	point	NOUN
fsr-4002	222	12	(	(	PUNCT
fsr-4002	222	13	53	53	NUM
fsr-4002	222	14	%	%	NOUN
fsr-4002	222	15	)	)	PUNCT
fsr-4002	222	16	,	,	PUNCT
fsr-4002	222	17	negative	negative	ADJ
fsr-4002	222	18	sentiment	sentiment	NOUN
fsr-4002	222	19	considerably	considerably	ADV
fsr-4002	222	20	outweighed	outweigh	VERB
fsr-4002	222	21	positive	positive	ADJ
fsr-4002	222	22	during	during	ADP
fsr-4002	222	23	the	the	DET
fsr-4002	222	24	resumption	resumption	NOUN
fsr-4002	222	25	of	of	ADP
fsr-4002	222	26	federal	federal	ADJ
fsr-4002	222	27	student	student	NOUN
fsr-4002	222	28	loan	loan	NOUN
fsr-4002	222	29	payments	payment	NOUN
fsr-4002	222	30	.	.	PUNCT
fsr-4002	223	1	furthermore	furthermore	ADV
fsr-4002	223	2	,	,	PUNCT
fsr-4002	223	3	the	the	DET
fsr-4002	223	4	topics	topic	NOUN
fsr-4002	223	5	and	and	CCONJ
fsr-4002	223	6	phrases	phrase	NOUN
fsr-4002	223	7	with	with	ADP
fsr-4002	223	8	negative	negative	ADJ
fsr-4002	223	9	sentiment	sentiment	NOUN
fsr-4002	223	10	ranked	rank	VERB
fsr-4002	223	11	higher	higher	ADV
fsr-4002	223	12	in	in	ADP
fsr-4002	223	13	mentions	mention	NOUN
fsr-4002	223	14	than	than	ADP
fsr-4002	223	15	those	those	PRON
fsr-4002	223	16	with	with	ADP
fsr-4002	223	17	positive	positive	ADJ
fsr-4002	223	18	or	or	CCONJ
fsr-4002	223	19	neutral	neutral	ADJ
fsr-4002	223	20	sentiment	sentiment	NOUN
fsr-4002	223	21	.	.	PUNCT
fsr-4002	224	1	all	all	DET
fsr-4002	224	2	the	the	DET
fsr-4002	224	3	top	top	ADV
fsr-4002	224	4	-	-	PUNCT
fsr-4002	224	5	ranking	rank	VERB
fsr-4002	224	6	topics	topic	NOUN
fsr-4002	224	7	had	have	VERB
fsr-4002	224	8	negative	negative	ADJ
fsr-4002	224	9	sentiment	sentiment	NOUN
fsr-4002	224	10	scores	score	NOUN
fsr-4002	224	11	,	,	PUNCT
fsr-4002	224	12	while	while	SCONJ
fsr-4002	224	13	phrases	phrase	NOUN
fsr-4002	224	14	had	have	VERB
fsr-4002	224	15	higher	higher	ADV
fsr-4002	224	16	-	-	PUNCT
fsr-4002	224	17	ranking	rank	VERB
fsr-4002	224	18	negative	negative	ADJ
fsr-4002	224	19	sentiment	sentiment	NOUN
fsr-4002	224	20	scores	score	NOUN
fsr-4002	224	21	(	(	PUNCT
fsr-4002	224	22	with	with	ADP
fsr-4002	224	23	negative	negative	ADJ
fsr-4002	224	24	sentiment	sentiment	NOUN
fsr-4002	224	25	scores	score	NOUN
fsr-4002	224	26	taking	take	VERB
fsr-4002	224	27	the	the	DET
fsr-4002	224	28	top	top	ADJ
fsr-4002	224	29	seven	seven	NUM
fsr-4002	224	30	slots	slot	NOUN
fsr-4002	224	31	and	and	CCONJ
fsr-4002	224	32	80	80	NUM
fsr-4002	224	33	%	%	NOUN
fsr-4002	224	34	of	of	ADP
fsr-4002	224	35	the	the	DET
fsr-4002	224	36	top	top	ADJ
fsr-4002	224	37	twenty	twenty	NUM
fsr-4002	224	38	list	list	NOUN
fsr-4002	224	39	)	)	PUNCT
fsr-4002	224	40	.	.	PUNCT
fsr-4002	225	1	although	although	SCONJ
fsr-4002	225	2	student	student	NOUN
fsr-4002	225	3	loan	loan	NOUN
fsr-4002	225	4	topics	topic	NOUN
fsr-4002	225	5	as	as	ADP
fsr-4002	225	6	a	a	DET
fsr-4002	225	7	category	category	NOUN
fsr-4002	225	8	ranked	rank	VERB
fsr-4002	225	9	higher	higher	ADV
fsr-4002	225	10	in	in	ADP
fsr-4002	225	11	average	average	ADJ
fsr-4002	225	12	positive	positive	ADJ
fsr-4002	225	13	-	-	PUNCT
fsr-4002	225	14	negative	negative	ADJ
fsr-4002	225	15	sentiment	sentiment	NOUN
fsr-4002	225	16	ratios	ratio	NOUN
fsr-4002	225	17	,	,	PUNCT
fsr-4002	225	18	the	the	DET
fsr-4002	225	19	correlations	correlation	NOUN
fsr-4002	225	20	between	between	ADP
fsr-4002	225	21	positive	positive	ADJ
fsr-4002	225	22	-	-	PUNCT
fsr-4002	225	23	negative	negative	ADJ
fsr-4002	225	24	sentiment	sentiment	NOUN
fsr-4002	225	25	ratios	ratio	NOUN
fsr-4002	225	26	and	and	CCONJ
fsr-4002	225	27	mentions	mention	NOUN
fsr-4002	225	28	remained	remain	VERB
fsr-4002	225	29	weak	weak	ADJ
fsr-4002	225	30	,	,	PUNCT
fsr-4002	225	31	pointing	point	VERB
fsr-4002	225	32	to	to	ADP
fsr-4002	225	33	a	a	DET
fsr-4002	225	34	lack	lack	NOUN
fsr-4002	225	35	of	of	ADP
fsr-4002	225	36	bias	bias	NOUN
fsr-4002	225	37	in	in	ADP
fsr-4002	225	38	the	the	DET
fsr-4002	225	39	findings	finding	NOUN
fsr-4002	225	40	.	.	PUNCT
fsr-4002	226	1	implications	implication	NOUN
fsr-4002	226	2	financial	financial	ADJ
fsr-4002	226	3	planners	planner	NOUN
fsr-4002	226	4	interacting	interact	VERB
fsr-4002	226	5	with	with	ADP
fsr-4002	226	6	clients	client	NOUN
fsr-4002	226	7	after	after	SCONJ
fsr-4002	226	8	the	the	DET
fsr-4002	226	9	payment	payment	NOUN
fsr-4002	226	10	resumption	resumption	NOUN
fsr-4002	226	11	should	should	AUX
fsr-4002	226	12	introduce	introduce	VERB
fsr-4002	226	13	appropriate	appropriate	ADJ
fsr-4002	226	14	resources	resource	NOUN
fsr-4002	226	15	to	to	PART
fsr-4002	226	16	help	help	VERB
fsr-4002	226	17	borrowers	borrower	NOUN
fsr-4002	226	18	cope	cope	VERB
fsr-4002	226	19	with	with	ADP
fsr-4002	226	20	the	the	DET
fsr-4002	226	21	negative	negative	ADJ
fsr-4002	226	22	feelings	feeling	NOUN
fsr-4002	226	23	they	they	PRON
fsr-4002	226	24	may	may	AUX
fsr-4002	226	25	experience	experience	VERB
fsr-4002	226	26	surrounding	surround	VERB
fsr-4002	226	27	this	this	DET
fsr-4002	226	28	area	area	NOUN
fsr-4002	226	29	of	of	ADP
fsr-4002	226	30	their	their	PRON
fsr-4002	226	31	financial	financial	ADJ
fsr-4002	226	32	lives	life	NOUN
fsr-4002	226	33	.	.	PUNCT
fsr-4002	227	1	luckily	luckily	ADV
fsr-4002	227	2	for	for	ADP
fsr-4002	227	3	the	the	DET
fsr-4002	227	4	profession	profession	NOUN
fsr-4002	227	5	,	,	PUNCT
fsr-4002	227	6	this	this	DET
fsr-4002	227	7	study	study	NOUN
fsr-4002	227	8	’s	’s	PART
fsr-4002	227	9	findings	finding	NOUN
fsr-4002	227	10	align	align	VERB
fsr-4002	227	11	perfectly	perfectly	ADV
fsr-4002	227	12	with	with	ADP
fsr-4002	227	13	the	the	DET
fsr-4002	227	14	emergence	emergence	NOUN
fsr-4002	227	15	of	of	ADP
fsr-4002	227	16	financial	financial	ADJ
fsr-4002	227	17	therapy	therapy	NOUN
fsr-4002	227	18	as	as	ADP
fsr-4002	227	19	a	a	DET
fsr-4002	227	20	bona	bona	ADJ
fsr-4002	227	21	fide	fide	ADJ
fsr-4002	227	22	discipline	discipline	NOUN
fsr-4002	227	23	within	within	ADP
fsr-4002	227	24	the	the	DET
fsr-4002	227	25	field	field	NOUN
fsr-4002	227	26	of	of	ADP
fsr-4002	227	27	personal	personal	ADJ
fsr-4002	227	28	financial	financial	ADJ
fsr-4002	227	29	planning	planning	NOUN
fsr-4002	227	30	.	.	PUNCT
fsr-4002	228	1	many	many	ADJ
fsr-4002	228	2	practitioners	practitioner	NOUN
fsr-4002	228	3	in	in	ADP
fsr-4002	228	4	this	this	DET
fsr-4002	228	5	niche	niche	NOUN
fsr-4002	228	6	,	,	PUNCT
fsr-4002	228	7	associations	association	NOUN
fsr-4002	228	8	such	such	ADJ
fsr-4002	228	9	as	as	ADP
fsr-4002	228	10	financial	financial	ADJ
fsr-4002	228	11	services	service	NOUN
fsr-4002	228	12	review	review	NOUN
fsr-4002	228	13	,	,	PUNCT
fsr-4002	228	14	33(2	33(2	NUM
fsr-4002	228	15	)	)	PUNCT
fsr-4002	228	16	50	50	NUM
fsr-4002	228	17	the	the	DET
fsr-4002	228	18	financial	financial	PROPN
fsr-4002	228	19	therapy	therapy	NOUN
fsr-4002	228	20	association	association	NOUN
fsr-4002	228	21	(	(	PUNCT
fsr-4002	228	22	fta	fta	PROPN
fsr-4002	228	23	)	)	PUNCT
fsr-4002	228	24	,	,	PUNCT
fsr-4002	228	25	and	and	CCONJ
fsr-4002	228	26	personal	personal	ADJ
fsr-4002	228	27	financial	financial	ADJ
fsr-4002	228	28	planning	planning	NOUN
fsr-4002	228	29	academic	academic	ADJ
fsr-4002	228	30	programs	program	NOUN
fsr-4002	228	31	such	such	ADJ
fsr-4002	228	32	as	as	ADP
fsr-4002	228	33	the	the	DET
fsr-4002	228	34	one	one	NUM
fsr-4002	228	35	at	at	ADP
fsr-4002	228	36	kansas	kansas	PROPN
fsr-4002	228	37	state	state	PROPN
fsr-4002	228	38	university	university	PROPN
fsr-4002	228	39	,	,	PUNCT
fsr-4002	228	40	offer	offer	VERB
fsr-4002	228	41	training	training	NOUN
fsr-4002	228	42	and	and	CCONJ
fsr-4002	228	43	resources	resource	NOUN
fsr-4002	228	44	for	for	ADP
fsr-4002	228	45	financial	financial	ADJ
fsr-4002	228	46	planners	planner	NOUN
fsr-4002	228	47	hoping	hope	VERB
fsr-4002	228	48	to	to	PART
fsr-4002	228	49	support	support	VERB
fsr-4002	228	50	clients	client	NOUN
fsr-4002	228	51	in	in	ADP
fsr-4002	228	52	distressing	distressing	ADJ
fsr-4002	228	53	financial	financial	ADJ
fsr-4002	228	54	situations	situation	NOUN
fsr-4002	228	55	.	.	PUNCT
fsr-4002	229	1	similarly	similarly	ADV
fsr-4002	229	2	,	,	PUNCT
fsr-4002	229	3	the	the	DET
fsr-4002	229	4	cfp	cfp	PROPN
fsr-4002	229	5	board	board	NOUN
fsr-4002	229	6	has	have	AUX
fsr-4002	229	7	put	put	VERB
fsr-4002	229	8	greater	great	ADJ
fsr-4002	229	9	emphasis	emphasis	NOUN
fsr-4002	229	10	on	on	ADP
fsr-4002	229	11	teaching	teach	VERB
fsr-4002	229	12	the	the	DET
fsr-4002	229	13	behavioral	behavioral	ADJ
fsr-4002	229	14	aspects	aspect	NOUN
fsr-4002	229	15	of	of	ADP
fsr-4002	229	16	financial	financial	ADJ
fsr-4002	229	17	planning	planning	NOUN
fsr-4002	229	18	with	with	ADP
fsr-4002	229	19	the	the	DET
fsr-4002	229	20	addition	addition	NOUN
fsr-4002	229	21	of	of	ADP
fsr-4002	229	22	the	the	DET
fsr-4002	229	23	“	"	PUNCT
fsr-4002	229	24	psychology	psychology	NOUN
fsr-4002	229	25	of	of	ADP
fsr-4002	229	26	financial	financial	ADJ
fsr-4002	229	27	planning	planning	NOUN
fsr-4002	229	28	”	"	PUNCT
fsr-4002	229	29	in	in	ADP
fsr-4002	229	30	the	the	DET
fsr-4002	229	31	cfp	cfp	PROPN
fsr-4002	229	32	®	®	PROPN
fsr-4002	229	33	certification	certification	NOUN
fsr-4002	229	34	2021	2021	NUM
fsr-4002	229	35	principal	principal	ADJ
fsr-4002	229	36	knowledge	knowledge	NOUN
fsr-4002	229	37	topics	topic	NOUN
fsr-4002	229	38	list	list	NOUN
fsr-4002	229	39	(	(	PUNCT
fsr-4002	229	40	cfp	cfp	PROPN
fsr-4002	229	41	®	®	NOUN
fsr-4002	229	42	certification	certification	NOUN
fsr-4002	229	43	2021	2021	NUM
fsr-4002	229	44	principal	principal	ADJ
fsr-4002	229	45	knowledge	knowledge	NOUN
fsr-4002	229	46	topics	topic	NOUN
fsr-4002	229	47	2021	2021	NUM
fsr-4002	229	48	)	)	PUNCT
fsr-4002	229	49	.	.	PUNCT
fsr-4002	230	1	this	this	PRON
fsr-4002	230	2	means	mean	VERB
fsr-4002	230	3	the	the	DET
fsr-4002	230	4	topic	topic	NOUN
fsr-4002	230	5	is	be	AUX
fsr-4002	230	6	now	now	ADV
fsr-4002	230	7	taught	teach	VERB
fsr-4002	230	8	in	in	ADP
fsr-4002	230	9	all	all	DET
fsr-4002	230	10	registered	register	VERB
fsr-4002	230	11	educational	educational	ADJ
fsr-4002	230	12	programs	program	NOUN
fsr-4002	230	13	and	and	CCONJ
fsr-4002	230	14	tested	test	VERB
fsr-4002	230	15	on	on	ADP
fsr-4002	230	16	the	the	DET
fsr-4002	230	17	cfp	cfp	PROPN
fsr-4002	230	18	®	®	NOUN
fsr-4002	230	19	exam	exam	NOUN
fsr-4002	230	20	.	.	PUNCT
fsr-4002	231	1	whatever	whatever	PRON
fsr-4002	231	2	the	the	DET
fsr-4002	231	3	preferred	preferred	ADJ
fsr-4002	231	4	term	term	NOUN
fsr-4002	231	5	(	(	PUNCT
fsr-4002	231	6	i.e.	i.e.	X
fsr-4002	231	7	,	,	PUNCT
fsr-4002	231	8	financial	financial	ADJ
fsr-4002	231	9	therapy	therapy	NOUN
fsr-4002	231	10	or	or	CCONJ
fsr-4002	231	11	behavioral	behavioral	ADJ
fsr-4002	231	12	finance	finance	NOUN
fsr-4002	231	13	)	)	PUNCT
fsr-4002	231	14	,	,	PUNCT
fsr-4002	231	15	teaching	teach	VERB
fsr-4002	231	16	planners	planner	NOUN
fsr-4002	231	17	psychological	psychological	ADJ
fsr-4002	231	18	support	support	NOUN
fsr-4002	231	19	mechanisms	mechanism	NOUN
fsr-4002	231	20	has	have	VERB
fsr-4002	231	21	significant	significant	ADJ
fsr-4002	231	22	potential	potential	NOUN
fsr-4002	231	23	to	to	PART
fsr-4002	231	24	benefit	benefit	VERB
fsr-4002	231	25	financial	financial	ADJ
fsr-4002	231	26	planning	planning	NOUN
fsr-4002	231	27	clients	client	NOUN
fsr-4002	231	28	and	and	CCONJ
fsr-4002	231	29	student	student	NOUN
fsr-4002	231	30	loan	loan	NOUN
fsr-4002	231	31	borrowers	borrower	NOUN
fsr-4002	231	32	.	.	PUNCT
fsr-4002	232	1	practitioners	practitioner	NOUN
fsr-4002	232	2	would	would	AUX
fsr-4002	232	3	be	be	AUX
fsr-4002	232	4	wise	wise	ADJ
fsr-4002	232	5	to	to	PART
fsr-4002	232	6	heed	heed	VERB
fsr-4002	232	7	the	the	DET
fsr-4002	232	8	warnings	warning	NOUN
fsr-4002	232	9	from	from	ADP
fsr-4002	232	10	industry	industry	NOUN
fsr-4002	232	11	thought	thought	NOUN
fsr-4002	232	12	-	-	PUNCT
fsr-4002	232	13	leaders	leader	NOUN
fsr-4002	232	14	on	on	ADP
fsr-4002	232	15	how	how	SCONJ
fsr-4002	232	16	student	student	NOUN
fsr-4002	232	17	loans	loan	NOUN
fsr-4002	232	18	can	can	AUX
fsr-4002	232	19	delay	delay	VERB
fsr-4002	232	20	a	a	DET
fsr-4002	232	21	client	client	NOUN
fsr-4002	232	22	’s	’s	PART
fsr-4002	232	23	financial	financial	ADJ
fsr-4002	232	24	growth	growth	NOUN
fsr-4002	232	25	.	.	PUNCT
fsr-4002	233	1	previously	previously	ADV
fsr-4002	233	2	outlined	outline	VERB
fsr-4002	233	3	studies	study	NOUN
fsr-4002	233	4	,	,	PUNCT
fsr-4002	233	5	such	such	ADJ
fsr-4002	233	6	as	as	ADP
fsr-4002	233	7	the	the	DET
fsr-4002	233	8	one	one	NUM
fsr-4002	233	9	from	from	ADP
fsr-4002	233	10	archuleta	archuleta	PROPN
fsr-4002	233	11	et	et	PROPN
fsr-4002	233	12	al	al	PROPN
fsr-4002	233	13	.	.	PROPN
fsr-4002	233	14	(	(	PUNCT
fsr-4002	233	15	2013	2013	NUM
fsr-4002	233	16	)	)	PUNCT
fsr-4002	233	17	,	,	PUNCT
fsr-4002	233	18	demonstrate	demonstrate	VERB
fsr-4002	233	19	the	the	DET
fsr-4002	233	20	negative	negative	ADJ
fsr-4002	233	21	aspects	aspect	NOUN
fsr-4002	233	22	of	of	ADP
fsr-4002	233	23	carrying	carry	VERB
fsr-4002	233	24	student	student	NOUN
fsr-4002	233	25	loan	loan	NOUN
fsr-4002	233	26	debt	debt	NOUN
fsr-4002	233	27	,	,	PUNCT
fsr-4002	233	28	including	include	VERB
fsr-4002	233	29	the	the	DET
fsr-4002	233	30	alarming	alarming	ADJ
fsr-4002	233	31	connection	connection	NOUN
fsr-4002	233	32	between	between	ADP
fsr-4002	233	33	student	student	NOUN
fsr-4002	233	34	loans	loan	NOUN
fsr-4002	233	35	and	and	CCONJ
fsr-4002	233	36	financial	financial	ADJ
fsr-4002	233	37	anxiety	anxiety	NOUN
fsr-4002	233	38	.	.	PUNCT
fsr-4002	234	1	in	in	ADP
fsr-4002	234	2	a	a	DET
fsr-4002	234	3	recent	recent	ADJ
fsr-4002	234	4	article	article	NOUN
fsr-4002	234	5	for	for	ADP
fsr-4002	234	6	business	business	NOUN
fsr-4002	234	7	insights	insight	NOUN
fsr-4002	234	8	,	,	PUNCT
fsr-4002	234	9	researcher	researcher	NOUN
fsr-4002	234	10	and	and	CCONJ
fsr-4002	234	11	financial	financial	ADJ
fsr-4002	234	12	therapist	therapist	PROPN
fsr-4002	234	13	dr	dr	PROPN
fsr-4002	234	14	.	.	PROPN
fsr-4002	234	15	megan	megan	PROPN
fsr-4002	234	16	mccoy	mccoy	PROPN
fsr-4002	234	17	explained	explain	VERB
fsr-4002	234	18	how	how	SCONJ
fsr-4002	234	19	student	student	NOUN
fsr-4002	234	20	loans	loan	NOUN
fsr-4002	234	21	can	can	AUX
fsr-4002	234	22	harm	harm	VERB
fsr-4002	234	23	borrowers	borrower	NOUN
fsr-4002	234	24	in	in	ADP
fsr-4002	234	25	two	two	NUM
fsr-4002	234	26	crucial	crucial	ADJ
fsr-4002	234	27	ways	way	NOUN
fsr-4002	234	28	:	:	PUNCT
fsr-4002	234	29	increasing	increase	VERB
fsr-4002	234	30	shame	shame	NOUN
fsr-4002	234	31	and	and	CCONJ
fsr-4002	234	32	delaying	delay	VERB
fsr-4002	234	33	financial	financial	ADJ
fsr-4002	234	34	milestones	milestone	NOUN
fsr-4002	234	35	(	(	PUNCT
fsr-4002	234	36	aguino	aguino	NOUN
fsr-4002	234	37	&	&	CCONJ
fsr-4002	234	38	richtmyer	richtmyer	PROPN
fsr-4002	234	39	,	,	PUNCT
fsr-4002	234	40	2023	2023	NUM
fsr-4002	234	41	)	)	PUNCT
fsr-4002	234	42	.	.	PUNCT
fsr-4002	235	1	both	both	PRON
fsr-4002	235	2	can	can	AUX
fsr-4002	235	3	be	be	AUX
fsr-4002	235	4	devastating	devastating	ADJ
fsr-4002	235	5	for	for	ADP
fsr-4002	235	6	a	a	DET
fsr-4002	235	7	client	client	NOUN
fsr-4002	235	8	’s	’s	PART
fsr-4002	235	9	progress	progress	NOUN
fsr-4002	235	10	toward	toward	ADP
fsr-4002	235	11	financial	financial	ADJ
fsr-4002	235	12	independence	independence	NOUN
fsr-4002	235	13	.	.	PUNCT
fsr-4002	236	1	the	the	DET
fsr-4002	236	2	mounting	mount	VERB
fsr-4002	236	3	evidence	evidence	NOUN
fsr-4002	236	4	is	be	AUX
fsr-4002	236	5	a	a	DET
fsr-4002	236	6	call	call	NOUN
fsr-4002	236	7	to	to	ADP
fsr-4002	236	8	action	action	NOUN
fsr-4002	236	9	for	for	ADP
fsr-4002	236	10	advisors	advisor	NOUN
fsr-4002	236	11	;	;	PUNCT
fsr-4002	236	12	once	once	ADV
fsr-4002	236	13	and	and	CCONJ
fsr-4002	236	14	for	for	ADP
fsr-4002	236	15	all	all	PRON
fsr-4002	236	16	,	,	PUNCT
fsr-4002	236	17	student	student	NOUN
fsr-4002	236	18	loans	loan	NOUN
fsr-4002	236	19	deserve	deserve	VERB
fsr-4002	236	20	a	a	DET
fsr-4002	236	21	dedicated	dedicated	ADJ
fsr-4002	236	22	space	space	NOUN
fsr-4002	236	23	in	in	ADP
fsr-4002	236	24	the	the	DET
fsr-4002	236	25	financial	financial	ADJ
fsr-4002	236	26	plan	plan	NOUN
fsr-4002	236	27	.	.	PUNCT
fsr-4002	237	1	the	the	DET
fsr-4002	237	2	costs	cost	NOUN
fsr-4002	237	3	are	be	AUX
fsr-4002	237	4	too	too	ADV
fsr-4002	237	5	great	great	ADJ
fsr-4002	237	6	–	–	PUNCT
fsr-4002	237	7	and	and	CCONJ
fsr-4002	237	8	only	only	ADV
fsr-4002	237	9	increasing	increase	VERB
fsr-4002	237	10	–	–	PUNCT
fsr-4002	237	11	for	for	ADP
fsr-4002	237	12	the	the	DET
fsr-4002	237	13	emerging	emerge	VERB
fsr-4002	237	14	generation	generation	NOUN
fsr-4002	237	15	already	already	ADV
fsr-4002	237	16	saddled	saddle	VERB
fsr-4002	237	17	with	with	ADP
fsr-4002	237	18	student	student	NOUN
fsr-4002	237	19	loan	loan	NOUN
fsr-4002	237	20	debt	debt	NOUN
fsr-4002	237	21	.	.	PUNCT
fsr-4002	238	1	limitations	limitation	NOUN
fsr-4002	238	2	this	this	DET
fsr-4002	238	3	study	study	NOUN
fsr-4002	238	4	does	do	AUX
fsr-4002	238	5	not	not	PART
fsr-4002	238	6	compare	compare	VERB
fsr-4002	238	7	sentiment	sentiment	NOUN
fsr-4002	238	8	during	during	ADP
fsr-4002	238	9	repayment	repayment	NOUN
fsr-4002	238	10	to	to	ADP
fsr-4002	238	11	a	a	DET
fsr-4002	238	12	period	period	NOUN
fsr-4002	238	13	beforehand	beforehand	ADV
fsr-4002	238	14	.	.	PUNCT
fsr-4002	239	1	as	as	ADP
fsr-4002	239	2	such	such	ADJ
fsr-4002	239	3	,	,	PUNCT
fsr-4002	239	4	no	no	DET
fsr-4002	239	5	comparisons	comparison	NOUN
fsr-4002	239	6	can	can	AUX
fsr-4002	239	7	be	be	AUX
fsr-4002	239	8	made	make	VERB
fsr-4002	239	9	between	between	ADP
fsr-4002	239	10	how	how	SCONJ
fsr-4002	239	11	sentiment	sentiment	NOUN
fsr-4002	239	12	changed	change	VERB
fsr-4002	239	13	before	before	ADP
fsr-4002	239	14	the	the	DET
fsr-4002	239	15	federal	federal	ADJ
fsr-4002	239	16	student	student	NOUN
fsr-4002	239	17	loan	loan	NOUN
fsr-4002	239	18	interest	interest	NOUN
fsr-4002	239	19	and	and	CCONJ
fsr-4002	239	20	payment	payment	NOUN
fsr-4002	239	21	restart	restart	NOUN
fsr-4002	239	22	and	and	CCONJ
fsr-4002	239	23	after	after	ADP
fsr-4002	239	24	.	.	PUNCT
fsr-4002	240	1	without	without	ADP
fsr-4002	240	2	the	the	DET
fsr-4002	240	3	ability	ability	NOUN
fsr-4002	240	4	to	to	PART
fsr-4002	240	5	compare	compare	VERB
fsr-4002	240	6	to	to	ADP
fsr-4002	240	7	previous	previous	ADJ
fsr-4002	240	8	sentiment	sentiment	NOUN
fsr-4002	240	9	,	,	PUNCT
fsr-4002	240	10	it	it	PRON
fsr-4002	240	11	is	be	AUX
fsr-4002	240	12	impossible	impossible	ADJ
fsr-4002	240	13	to	to	PART
fsr-4002	240	14	decipher	decipher	VERB
fsr-4002	240	15	if	if	SCONJ
fsr-4002	240	16	negative	negative	ADJ
fsr-4002	240	17	sentiment	sentiment	NOUN
fsr-4002	240	18	is	be	AUX
fsr-4002	240	19	reflective	reflective	ADJ
fsr-4002	240	20	of	of	ADP
fsr-4002	240	21	student	student	NOUN
fsr-4002	240	22	loans	loan	NOUN
fsr-4002	240	23	(	(	PUNCT
fsr-4002	240	24	in	in	ADP
fsr-4002	240	25	general	general	ADJ
fsr-4002	240	26	)	)	PUNCT
fsr-4002	240	27	,	,	PUNCT
fsr-4002	240	28	the	the	DET
fsr-4002	240	29	resumption	resumption	NOUN
fsr-4002	240	30	of	of	ADP
fsr-4002	240	31	federal	federal	ADJ
fsr-4002	240	32	student	student	NOUN
fsr-4002	240	33	loan	loan	NOUN
fsr-4002	240	34	payments	payment	NOUN
fsr-4002	240	35	and	and	CCONJ
fsr-4002	240	36	interest	interest	NOUN
fsr-4002	240	37	,	,	PUNCT
fsr-4002	240	38	or	or	CCONJ
fsr-4002	240	39	the	the	DET
fsr-4002	240	40	collapse	collapse	NOUN
fsr-4002	240	41	of	of	ADP
fsr-4002	240	42	biden	biden	PROPN
fsr-4002	240	43	’s	’s	PART
fsr-4002	240	44	student	student	PROPN
fsr-4002	240	45	loan	loan	PROPN
fsr-4002	240	46	forgiveness	forgiveness	NOUN
fsr-4002	240	47	initiative	initiative	NOUN
fsr-4002	240	48	.	.	PUNCT
fsr-4002	241	1	additionally	additionally	ADV
fsr-4002	241	2	,	,	PUNCT
fsr-4002	241	3	textual	textual	ADJ
fsr-4002	241	4	patterns	pattern	NOUN
fsr-4002	241	5	and	and	CCONJ
fsr-4002	241	6	sentiment	sentiment	NOUN
fsr-4002	241	7	captured	capture	VERB
fsr-4002	241	8	during	during	ADP
fsr-4002	241	9	the	the	DET
fsr-4002	241	10	month	month	NOUN
fsr-4002	241	11	of	of	ADP
fsr-4002	241	12	october	october	PROPN
fsr-4002	241	13	might	might	AUX
fsr-4002	241	14	not	not	PART
fsr-4002	241	15	be	be	AUX
fsr-4002	241	16	fully	fully	ADV
fsr-4002	241	17	reflective	reflective	ADJ
fsr-4002	241	18	of	of	ADP
fsr-4002	241	19	when	when	SCONJ
fsr-4002	241	20	student	student	NOUN
fsr-4002	241	21	loan	loan	NOUN
fsr-4002	241	22	payments	payment	NOUN
fsr-4002	241	23	resumed	resume	VERB
fsr-4002	241	24	as	as	ADP
fsr-4002	241	25	a	a	DET
fsr-4002	241	26	whole	whole	NOUN
fsr-4002	241	27	,	,	PUNCT
fsr-4002	241	28	as	as	SCONJ
fsr-4002	241	29	borrowers	borrower	NOUN
fsr-4002	241	30	had	have	VERB
fsr-4002	241	31	different	different	ADJ
fsr-4002	241	32	due	due	ADJ
fsr-4002	241	33	dates	date	NOUN
fsr-4002	241	34	within	within	ADP
fsr-4002	241	35	the	the	DET
fsr-4002	241	36	month	month	NOUN
fsr-4002	241	37	.	.	PUNCT
fsr-4002	242	1	this	this	DET
fsr-4002	242	2	research	research	NOUN
fsr-4002	242	3	project	project	NOUN
fsr-4002	242	4	was	be	AUX
fsr-4002	242	5	largely	largely	ADV
fsr-4002	242	6	descriptive	descriptive	ADJ
fsr-4002	242	7	in	in	ADP
fsr-4002	242	8	nature	nature	NOUN
fsr-4002	242	9	,	,	PUNCT
fsr-4002	242	10	using	use	VERB
fsr-4002	242	11	frequency	frequency	NOUN
fsr-4002	242	12	-	-	PUNCT
fsr-4002	242	13	based	base	VERB
fsr-4002	242	14	analysis	analysis	NOUN
fsr-4002	242	15	as	as	ADP
fsr-4002	242	16	the	the	DET
fsr-4002	242	17	main	main	ADJ
fsr-4002	242	18	way	way	NOUN
fsr-4002	242	19	to	to	PART
fsr-4002	242	20	uncover	uncover	VERB
fsr-4002	242	21	patterns	pattern	NOUN
fsr-4002	242	22	in	in	ADP
fsr-4002	242	23	these	these	DET
fsr-4002	242	24	gathered	gather	VERB
fsr-4002	242	25	data	datum	NOUN
fsr-4002	242	26	.	.	PUNCT
fsr-4002	243	1	this	this	DET
fsr-4002	243	2	tool	tool	NOUN
fsr-4002	243	3	was	be	AUX
fsr-4002	243	4	useful	useful	ADJ
fsr-4002	243	5	in	in	ADP
fsr-4002	243	6	identifying	identify	VERB
fsr-4002	243	7	the	the	DET
fsr-4002	243	8	overall	overall	ADJ
fsr-4002	243	9	narrative	narrative	NOUN
fsr-4002	243	10	within	within	ADP
fsr-4002	243	11	the	the	DET
fsr-4002	243	12	dataset	dataset	NOUN
fsr-4002	243	13	,	,	PUNCT
fsr-4002	243	14	which	which	PRON
fsr-4002	243	15	can	can	AUX
fsr-4002	243	16	be	be	AUX
fsr-4002	243	17	especially	especially	ADV
fsr-4002	243	18	helpful	helpful	ADJ
fsr-4002	243	19	for	for	ADP
fsr-4002	243	20	exploratory	exploratory	ADJ
fsr-4002	243	21	research	research	NOUN
fsr-4002	243	22	projects	project	NOUN
fsr-4002	243	23	.	.	PUNCT
fsr-4002	244	1	however	however	ADV
fsr-4002	244	2	,	,	PUNCT
fsr-4002	244	3	relying	rely	VERB
fsr-4002	244	4	too	too	ADV
fsr-4002	244	5	much	much	ADV
fsr-4002	244	6	on	on	ADP
fsr-4002	244	7	frequency	frequency	NOUN
fsr-4002	244	8	-	-	PUNCT
fsr-4002	244	9	based	base	VERB
fsr-4002	244	10	analysis	analysis	NOUN
fsr-4002	244	11	when	when	SCONJ
fsr-4002	244	12	using	use	VERB
fsr-4002	244	13	nlp	nlp	NOUN
fsr-4002	244	14	can	can	AUX
fsr-4002	244	15	,	,	PUNCT
fsr-4002	244	16	at	at	ADP
fsr-4002	244	17	times	time	NOUN
fsr-4002	244	18	,	,	PUNCT
fsr-4002	244	19	influence	influence	VERB
fsr-4002	244	20	the	the	DET
fsr-4002	244	21	interpretation	interpretation	NOUN
fsr-4002	244	22	of	of	ADP
fsr-4002	244	23	the	the	DET
fsr-4002	244	24	results	result	NOUN
fsr-4002	244	25	,	,	PUNCT
fsr-4002	244	26	introduce	introduce	VERB
fsr-4002	244	27	bias	bias	NOUN
fsr-4002	244	28	,	,	PUNCT
fsr-4002	244	29	or	or	CCONJ
fsr-4002	244	30	ignore	ignore	VERB
fsr-4002	244	31	broader	broad	ADJ
fsr-4002	244	32	context	context	NOUN
fsr-4002	244	33	.	.	PUNCT
fsr-4002	245	1	as	as	SCONJ
fsr-4002	245	2	such	such	ADJ
fsr-4002	245	3	,	,	PUNCT
fsr-4002	245	4	future	future	ADJ
fsr-4002	245	5	research	research	NOUN
fsr-4002	245	6	on	on	ADP
fsr-4002	245	7	this	this	DET
fsr-4002	245	8	topic	topic	NOUN
fsr-4002	245	9	should	should	AUX
fsr-4002	245	10	use	use	VERB
fsr-4002	245	11	tools	tool	NOUN
fsr-4002	245	12	like	like	ADP
fsr-4002	245	13	regression	regression	VERB
fsr-4002	245	14	analysis	analysis	NOUN
fsr-4002	245	15	to	to	PART
fsr-4002	245	16	push	push	VERB
fsr-4002	245	17	further	far	ADV
fsr-4002	245	18	into	into	ADP
fsr-4002	245	19	the	the	DET
fsr-4002	245	20	investigation	investigation	NOUN
fsr-4002	245	21	of	of	ADP
fsr-4002	245	22	concrete	concrete	ADJ
fsr-4002	245	23	associations	association	NOUN
fsr-4002	245	24	and	and	CCONJ
fsr-4002	245	25	relationships	relationship	NOUN
fsr-4002	245	26	.	.	PUNCT
fsr-4002	246	1	accordingly	accordingly	ADV
fsr-4002	246	2	,	,	PUNCT
fsr-4002	246	3	this	this	DET
fsr-4002	246	4	paper	paper	NOUN
fsr-4002	246	5	’s	’s	PART
fsr-4002	246	6	conclusions	conclusion	NOUN
fsr-4002	246	7	should	should	AUX
fsr-4002	246	8	be	be	AUX
fsr-4002	246	9	interpreted	interpret	VERB
fsr-4002	246	10	in	in	ADP
fsr-4002	246	11	concert	concert	NOUN
fsr-4002	246	12	with	with	ADP
fsr-4002	246	13	those	those	DET
fsr-4002	246	14	future	future	ADJ
fsr-4002	246	15	contributions	contribution	NOUN
fsr-4002	246	16	.	.	PUNCT
fsr-4002	247	1	the	the	DET
fsr-4002	247	2	results	result	NOUN
fsr-4002	247	3	displayed	display	VERB
fsr-4002	247	4	in	in	ADP
fsr-4002	247	5	table	table	NOUN
fsr-4002	247	6	6	6	NUM
fsr-4002	247	7	showed	show	VERB
fsr-4002	247	8	that	that	SCONJ
fsr-4002	247	9	#	#	SYM
fsr-4002	247	10	fitness	fitness	NOUN
fsr-4002	247	11	was	be	AUX
fsr-4002	247	12	the	the	DET
fsr-4002	247	13	top	top	ADJ
fsr-4002	247	14	hashtag	hashtag	NOUN
fsr-4002	247	15	across	across	ADP
fsr-4002	247	16	our	our	PRON
fsr-4002	247	17	dataset	dataset	NOUN
fsr-4002	247	18	.	.	PUNCT
fsr-4002	248	1	table	table	NOUN
fsr-4002	248	2	3	3	NUM
fsr-4002	248	3	also	also	ADV
fsr-4002	248	4	showed	show	VERB
fsr-4002	248	5	that	that	SCONJ
fsr-4002	248	6	the	the	DET
fsr-4002	248	7	phrase	phrase	NOUN
fsr-4002	248	8	“	"	PUNCT
fsr-4002	248	9	#	#	SYM
fsr-4002	248	10	fitness	fitness	NOUN
fsr-4002	248	11	check	check	NOUN
fsr-4002	248	12	comments	comment	NOUN
fsr-4002	248	13	for	for	ADP
fsr-4002	248	14	full	full	ADJ
fsr-4002	248	15	video	video	NOUN
fsr-4002	248	16	”	"	PUNCT
fsr-4002	248	17	was	be	AUX
fsr-4002	248	18	the	the	DET
fsr-4002	248	19	eleventh	eleventh	ADV
fsr-4002	248	20	-	-	PUNCT
fsr-4002	248	21	ranking	rank	VERB
fsr-4002	248	22	phrase	phrase	NOUN
fsr-4002	248	23	in	in	ADP
fsr-4002	248	24	the	the	DET
fsr-4002	248	25	dataset	dataset	NOUN
fsr-4002	248	26	.	.	PUNCT
fsr-4002	249	1	unfortunately	unfortunately	ADV
fsr-4002	249	2	,	,	PUNCT
fsr-4002	249	3	social	social	ADJ
fsr-4002	249	4	media	medium	NOUN
fsr-4002	249	5	data	datum	NOUN
fsr-4002	249	6	sources	source	NOUN
fsr-4002	249	7	contain	contain	VERB
fsr-4002	249	8	noise	noise	NOUN
fsr-4002	249	9	which	which	PRON
fsr-4002	249	10	can	can	AUX
fsr-4002	249	11	cloud	cloud	VERB
fsr-4002	249	12	the	the	DET
fsr-4002	249	13	signal	signal	NOUN
fsr-4002	249	14	.	.	PUNCT
fsr-4002	250	1	given	give	VERB
fsr-4002	250	2	the	the	DET
fsr-4002	250	3	phrase	phrase	NOUN
fsr-4002	250	4	had	have	VERB
fsr-4002	250	5	a	a	DET
fsr-4002	250	6	sentiment	sentiment	NOUN
fsr-4002	250	7	score	score	NOUN
fsr-4002	250	8	of	of	ADP
fsr-4002	250	9	0	0	NUM
fsr-4002	250	10	,	,	PUNCT
fsr-4002	250	11	it	it	PRON
fsr-4002	250	12	is	be	AUX
fsr-4002	250	13	unlikely	unlikely	ADJ
fsr-4002	250	14	this	this	DET
fsr-4002	250	15	result	result	NOUN
fsr-4002	250	16	affected	affect	VERB
fsr-4002	250	17	the	the	DET
fsr-4002	250	18	testing	testing	NOUN
fsr-4002	250	19	of	of	ADP
fsr-4002	250	20	the	the	DET
fsr-4002	250	21	study	study	NOUN
fsr-4002	250	22	’s	’s	PART
fsr-4002	250	23	first	first	ADJ
fsr-4002	250	24	hypothesis	hypothesis	NOUN
fsr-4002	250	25	,	,	PUNCT
fsr-4002	250	26	although	although	SCONJ
fsr-4002	250	27	it	it	PRON
fsr-4002	250	28	is	be	AUX
fsr-4002	250	29	probable	probable	ADJ
fsr-4002	250	30	the	the	DET
fsr-4002	250	31	phrase	phrase	NOUN
fsr-4002	250	32	artificially	artificially	ADV
fsr-4002	250	33	boosted	boost	VERB
fsr-4002	250	34	overall	overall	ADJ
fsr-4002	250	35	neutral	neutral	ADJ
fsr-4002	250	36	sentiment	sentiment	NOUN
fsr-4002	250	37	.	.	PUNCT
fsr-4002	251	1	to	to	PART
fsr-4002	251	2	gain	gain	VERB
fsr-4002	251	3	a	a	DET
fsr-4002	251	4	better	well	ADJ
fsr-4002	251	5	understanding	understanding	NOUN
fsr-4002	251	6	of	of	ADP
fsr-4002	251	7	the	the	DET
fsr-4002	251	8	fitness	fitness	NOUN
fsr-4002	251	9	phenomenon	phenomenon	NOUN
fsr-4002	251	10	,	,	PUNCT
fsr-4002	251	11	on	on	ADP
fsr-4002	251	12	october	october	PROPN
fsr-4002	251	13	24	24	NUM
fsr-4002	251	14	,	,	PUNCT
fsr-4002	251	15	2023	2023	NUM
fsr-4002	251	16	,	,	PUNCT
fsr-4002	251	17	the	the	DET
fsr-4002	251	18	authors	author	NOUN
fsr-4002	251	19	searched	search	VERB
fsr-4002	251	20	the	the	DET
fsr-4002	251	21	hashtags	hashtag	NOUN
fsr-4002	251	22	#	#	NOUN
fsr-4002	251	23	studentloans	studentloan	NOUN
fsr-4002	251	24	and	and	CCONJ
fsr-4002	251	25	#	#	SYM
fsr-4002	251	26	fitness	fitness	NOUN
fsr-4002	251	27	directly	directly	ADV
fsr-4002	251	28	on	on	ADP
fsr-4002	251	29	x	x	NOUN
fsr-4002	251	30	’s	’s	PART
fsr-4002	251	31	website	website	NOUN
fsr-4002	251	32	.	.	PUNCT
fsr-4002	252	1	a	a	DET
fsr-4002	252	2	review	review	NOUN
fsr-4002	252	3	of	of	ADP
fsr-4002	252	4	the	the	DET
fsr-4002	252	5	results	result	NOUN
fsr-4002	252	6	showed	show	VERB
fsr-4002	252	7	that	that	SCONJ
fsr-4002	252	8	these	these	DET
fsr-4002	252	9	two	two	NUM
fsr-4002	252	10	hashtags	hashtag	NOUN
fsr-4002	252	11	regularly	regularly	ADV
fsr-4002	252	12	appeared	appear	VERB
fsr-4002	252	13	together	together	ADV
fsr-4002	252	14	within	within	ADP
fsr-4002	252	15	large	large	ADJ
fsr-4002	252	16	groupings	grouping	NOUN
fsr-4002	252	17	of	of	ADP
fsr-4002	252	18	hashtags	hashtag	NOUN
fsr-4002	252	19	(	(	PUNCT
fsr-4002	252	20	>	>	NOUN
fsr-4002	252	21	5	5	NUM
fsr-4002	252	22	)	)	PUNCT
fsr-4002	252	23	.	.	PUNCT
fsr-4002	253	1	it	it	PRON
fsr-4002	253	2	is	be	AUX
fsr-4002	253	3	possible	possible	ADJ
fsr-4002	253	4	the	the	DET
fsr-4002	253	5	hashtag	hashtag	NOUN
fsr-4002	253	6	#	#	NOUN
fsr-4002	253	7	fitness	fitness	NOUN
fsr-4002	253	8	was	be	AUX
fsr-4002	253	9	used	use	VERB
fsr-4002	253	10	along	along	ADP
fsr-4002	253	11	with	with	ADP
fsr-4002	253	12	#	#	ADJ
fsr-4002	253	13	studentloans	studentloan	NOUN
fsr-4002	253	14	to	to	PART
fsr-4002	253	15	boost	boost	VERB
fsr-4002	253	16	search	search	NOUN
fsr-4002	253	17	ranking	ranking	NOUN
fsr-4002	253	18	,	,	PUNCT
fsr-4002	253	19	but	but	CCONJ
fsr-4002	253	20	perhaps	perhaps	ADV
fsr-4002	253	21	more	more	ADJ
fsr-4002	253	22	research	research	NOUN
fsr-4002	253	23	could	could	AUX
fsr-4002	253	24	uncover	uncover	VERB
fsr-4002	253	25	the	the	DET
fsr-4002	253	26	reasoning	reasoning	NOUN
fsr-4002	253	27	behind	behind	ADP
fsr-4002	253	28	this	this	DET
fsr-4002	253	29	peculiar	peculiar	ADJ
fsr-4002	253	30	finding	finding	NOUN
fsr-4002	253	31	.	.	PUNCT
fsr-4002	254	1	as	as	SCONJ
fsr-4002	254	2	mentioned	mention	VERB
fsr-4002	254	3	previously	previously	ADV
fsr-4002	254	4	,	,	PUNCT
fsr-4002	254	5	the	the	DET
fsr-4002	254	6	brandwatch	brandwatch	NOUN
fsr-4002	254	7	query	query	NOUN
fsr-4002	254	8	was	be	AUX
fsr-4002	254	9	set	set	VERB
fsr-4002	254	10	to	to	PART
fsr-4002	254	11	filter	filter	VERB
fsr-4002	254	12	out	out	ADP
fsr-4002	254	13	pornographic	pornographic	ADJ
fsr-4002	254	14	content	content	NOUN
fsr-4002	254	15	and	and	CCONJ
fsr-4002	254	16	profanities	profanity	NOUN
fsr-4002	254	17	.	.	PUNCT
fsr-4002	255	1	this	this	DET
fsr-4002	255	2	filtering	filtering	NOUN
fsr-4002	255	3	of	of	ADP
fsr-4002	255	4	profanities	profanity	NOUN
fsr-4002	255	5	may	may	AUX
fsr-4002	255	6	have	have	AUX
fsr-4002	255	7	artificially	artificially	ADV
fsr-4002	255	8	lowered	lower	VERB
fsr-4002	255	9	negative	negative	ADJ
fsr-4002	255	10	sentiment	sentiment	NOUN
fsr-4002	255	11	for	for	ADP
fsr-4002	255	12	this	this	DET
fsr-4002	255	13	study	study	NOUN
fsr-4002	255	14	,	,	PUNCT
fsr-4002	255	15	even	even	ADV
fsr-4002	255	16	though	though	SCONJ
fsr-4002	255	17	it	it	PRON
fsr-4002	255	18	was	be	AUX
fsr-4002	255	19	notably	notably	ADV
fsr-4002	255	20	higher	high	ADJ
fsr-4002	255	21	than	than	ADP
fsr-4002	255	22	anderson	anderson	PROPN
fsr-4002	255	23	et	et	PROPN
fsr-4002	255	24	al	al	PROPN
fsr-4002	255	25	.	.	PROPN
fsr-4002	255	26	51	51	NUM
fsr-4002	255	27	positive	positive	ADJ
fsr-4002	255	28	sentiment	sentiment	NOUN
fsr-4002	255	29	already	already	ADV
fsr-4002	255	30	.	.	PUNCT
fsr-4002	256	1	when	when	SCONJ
fsr-4002	256	2	the	the	DET
fsr-4002	256	3	initial	initial	ADJ
fsr-4002	256	4	query	query	NOUN
fsr-4002	256	5	was	be	AUX
fsr-4002	256	6	modified	modify	VERB
fsr-4002	256	7	to	to	PART
fsr-4002	256	8	filter	filter	VERB
fsr-4002	256	9	out	out	ADP
fsr-4002	256	10	these	these	DET
fsr-4002	256	11	categories	category	NOUN
fsr-4002	256	12	,	,	PUNCT
fsr-4002	256	13	the	the	DET
fsr-4002	256	14	query	query	NOUN
fsr-4002	256	15	generator	generator	NOUN
fsr-4002	256	16	indicated	indicate	VERB
fsr-4002	256	17	this	this	DET
fsr-4002	256	18	filter	filter	NOUN
fsr-4002	256	19	decreased	decrease	VERB
fsr-4002	256	20	the	the	DET
fsr-4002	256	21	number	number	NOUN
fsr-4002	256	22	of	of	ADP
fsr-4002	256	23	collected	collect	VERB
fsr-4002	256	24	responses	response	NOUN
fsr-4002	256	25	by	by	ADP
fsr-4002	256	26	as	as	ADV
fsr-4002	256	27	much	much	ADJ
fsr-4002	256	28	as	as	ADP
fsr-4002	256	29	50%.6	50%.6	NUM
fsr-4002	256	30	if	if	SCONJ
fsr-4002	256	31	included	include	VERB
fsr-4002	256	32	,	,	PUNCT
fsr-4002	256	33	this	this	DET
fsr-4002	256	34	data	datum	NOUN
fsr-4002	256	35	would	would	AUX
fsr-4002	256	36	have	have	AUX
fsr-4002	256	37	likely	likely	ADV
fsr-4002	256	38	pushed	push	VERB
fsr-4002	256	39	negative	negative	ADJ
fsr-4002	256	40	sentiment	sentiment	NOUN
fsr-4002	256	41	even	even	ADV
fsr-4002	256	42	higher	high	ADJ
fsr-4002	256	43	.	.	PUNCT
fsr-4002	257	1	conclusions	conclusion	NOUN
fsr-4002	257	2	this	this	DET
fsr-4002	257	3	study	study	NOUN
fsr-4002	257	4	used	use	VERB
fsr-4002	257	5	brandwatch	brandwatch	NOUN
fsr-4002	257	6	to	to	PART
fsr-4002	257	7	analyze	analyze	VERB
fsr-4002	257	8	borrower	borrower	NOUN
fsr-4002	257	9	sentiment	sentiment	NOUN
fsr-4002	257	10	on	on	ADP
fsr-4002	257	11	the	the	DET
fsr-4002	257	12	x	x	NOUN
fsr-4002	257	13	platform	platform	NOUN
fsr-4002	257	14	during	during	ADP
fsr-4002	257	15	the	the	DET
fsr-4002	257	16	resumption	resumption	NOUN
fsr-4002	257	17	of	of	ADP
fsr-4002	257	18	federal	federal	ADJ
fsr-4002	257	19	student	student	NOUN
fsr-4002	257	20	loan	loan	NOUN
fsr-4002	257	21	payments	payment	NOUN
fsr-4002	257	22	starting	start	VERB
fsr-4002	257	23	in	in	ADP
fsr-4002	257	24	the	the	DET
fsr-4002	257	25	month	month	NOUN
fsr-4002	257	26	of	of	ADP
fsr-4002	257	27	october	october	PROPN
fsr-4002	257	28	2023	2023	NUM
fsr-4002	257	29	.	.	PUNCT
fsr-4002	258	1	the	the	DET
fsr-4002	258	2	emotions	emotion	NOUN
fsr-4002	258	3	captured	capture	VERB
fsr-4002	258	4	by	by	ADP
fsr-4002	258	5	this	this	DET
fsr-4002	258	6	data	data	NOUN
fsr-4002	258	7	-	-	PUNCT
fsr-4002	258	8	gathering	gathering	NOUN
fsr-4002	258	9	and	and	CCONJ
fsr-4002	258	10	analysis	analysis	NOUN
fsr-4002	258	11	process	process	NOUN
fsr-4002	258	12	were	be	AUX
fsr-4002	258	13	quite	quite	ADV
fsr-4002	258	14	bleak	bleak	ADJ
fsr-4002	258	15	;	;	PUNCT
fsr-4002	258	16	many	many	ADJ
fsr-4002	258	17	borrowers	borrower	NOUN
fsr-4002	258	18	expressed	express	VERB
fsr-4002	258	19	overwhelmingly	overwhelmingly	ADV
fsr-4002	258	20	negative	negative	ADJ
fsr-4002	258	21	emotions	emotion	NOUN
fsr-4002	258	22	directed	direct	VERB
fsr-4002	258	23	at	at	ADP
fsr-4002	258	24	this	this	DET
fsr-4002	258	25	change	change	NOUN
fsr-4002	258	26	.	.	PUNCT
fsr-4002	259	1	however	however	ADV
fsr-4002	259	2	,	,	PUNCT
fsr-4002	259	3	this	this	DET
fsr-4002	259	4	negative	negative	ADJ
fsr-4002	259	5	outlook	outlook	NOUN
fsr-4002	259	6	highlights	highlight	NOUN
fsr-4002	259	7	an	an	DET
fsr-4002	259	8	opportunity	opportunity	NOUN
fsr-4002	259	9	for	for	SCONJ
fsr-4002	259	10	financial	financial	ADJ
fsr-4002	259	11	planners	planner	NOUN
fsr-4002	259	12	to	to	PART
fsr-4002	259	13	proactively	proactively	ADV
fsr-4002	259	14	provide	provide	VERB
fsr-4002	259	15	adequate	adequate	ADJ
fsr-4002	259	16	support	support	NOUN
fsr-4002	259	17	for	for	ADP
fsr-4002	259	18	the	the	DET
fsr-4002	259	19	financial	financial	ADJ
fsr-4002	259	20	and	and	CCONJ
fsr-4002	259	21	mental	mental	ADJ
fsr-4002	259	22	health	health	NOUN
fsr-4002	259	23	of	of	ADP
fsr-4002	259	24	federal	federal	ADJ
fsr-4002	259	25	student	student	NOUN
fsr-4002	259	26	loan	loan	NOUN
fsr-4002	259	27	borrowers	borrower	NOUN
fsr-4002	259	28	.	.	PUNCT
fsr-4002	260	1	given	give	VERB
fsr-4002	260	2	appropriate	appropriate	ADJ
fsr-4002	260	3	and	and	CCONJ
fsr-4002	260	4	timely	timely	ADJ
fsr-4002	260	5	action	action	NOUN
fsr-4002	260	6	,	,	PUNCT
fsr-4002	260	7	even	even	ADV
fsr-4002	260	8	negative	negative	ADJ
fsr-4002	260	9	student	student	NOUN
fsr-4002	260	10	loan	loan	NOUN
fsr-4002	260	11	events	event	NOUN
fsr-4002	260	12	can	can	AUX
fsr-4002	260	13	further	far	ADV
fsr-4002	260	14	solidify	solidify	VERB
fsr-4002	260	15	the	the	DET
fsr-4002	260	16	financial	financial	ADJ
fsr-4002	260	17	planners	planner	NOUN
fsr-4002	260	18	’	'	PUNCT
fsr-4002	260	19	positive	positive	ADJ
fsr-4002	260	20	presence	presence	NOUN
fsr-4002	260	21	in	in	ADP
fsr-4002	260	22	their	their	PRON
fsr-4002	260	23	clients	client	NOUN
fsr-4002	260	24	’	'	PUNCT
fsr-4002	260	25	lives	life	NOUN
fsr-4002	260	26	.	.	PUNCT
fsr-4002	261	1	references	reference	NOUN
fsr-4002	261	2	aguino	aguino	PROPN
fsr-4002	261	3	,	,	PUNCT
fsr-4002	261	4	l.	l.	PROPN
fsr-4002	261	5	&	&	CCONJ
fsr-4002	261	6	richard	richard	PROPN
fsr-4002	261	7	richtmyer	richtmyer	PROPN
fsr-4002	261	8	,	,	PUNCT
fsr-4002	261	9	r.	r.	PROPN
fsr-4002	261	10	2023	2023	NUM
fsr-4002	261	11	.	.	PUNCT
fsr-4002	262	1	“	"	PUNCT
fsr-4002	262	2	student	student	NOUN
fsr-4002	262	3	loans	loan	NOUN
fsr-4002	262	4	are	be	AUX
fsr-4002	262	5	n't	not	PART
fsr-4002	262	6	just	just	ADV
fsr-4002	262	7	bad	bad	ADJ
fsr-4002	262	8	for	for	ADP
fsr-4002	262	9	your	your	PRON
fsr-4002	262	10	wallet	wallet	NOUN
fsr-4002	262	11	—	—	PUNCT
fsr-4002	262	12	they	they	PRON
fsr-4002	262	13	're	be	AUX
fsr-4002	262	14	bad	bad	ADJ
fsr-4002	262	15	for	for	ADP
fsr-4002	262	16	your	your	PRON
fsr-4002	262	17	mental	mental	ADJ
fsr-4002	262	18	health	health	NOUN
fsr-4002	262	19	,	,	PUNCT
fsr-4002	262	20	too	too	ADV
fsr-4002	262	21	.	.	PUNCT
fsr-4002	262	22	”	"	PUNCT
fsr-4002	263	1	business	business	NOUN
fsr-4002	263	2	insider	insider	NOUN
fsr-4002	263	3	.	.	PUNCT
fsr-4002	264	1	accessed	access	VERB
fsr-4002	264	2	april	april	PROPN
fsr-4002	264	3	25	25	NUM
fsr-4002	264	4	,	,	PUNCT
fsr-4002	264	5	2024	2024	NUM
fsr-4002	264	6	,	,	PUNCT
fsr-4002	264	7	https://www.businessinsider.com/person	https://www.businessinsider.com/person	PROPN
fsr-4002	264	8	al	al	PROPN
fsr-4002	264	9	-	-	PUNCT
fsr-4002	264	10	finance	finance	NOUN
fsr-4002	264	11	/	/	SYM
fsr-4002	264	12	student	student	NOUN
fsr-4002	264	13	-	-	PUNCT
fsr-4002	264	14	loans	loan	NOUN
fsr-4002	264	15	-	-	PUNCT
fsr-4002	264	16	negativelyaffect	negativelyaffect	ADJ
fsr-4002	264	17	-	-	PUNCT
fsr-4002	264	18	borrowers	borrower	NOUN
fsr-4002	264	19	-	-	PUNCT
fsr-4002	264	20	mental	mental	ADJ
fsr-4002	264	21	-	-	PUNCT
fsr-4002	264	22	health-2022	health-2022	NOUN
fsr-4002	264	23	-	-	PUNCT
fsr-4002	264	24	9	9	NUM
fsr-4002	264	25	.	.	X
fsr-4002	264	26	archuleta	archuleta	PROPN
fsr-4002	264	27	,	,	PUNCT
fsr-4002	264	28	k.	k.	PROPN
fsr-4002	264	29	l.	l.	PROPN
fsr-4002	264	30	,	,	PUNCT
fsr-4002	264	31	dale	dale	PROPN
fsr-4002	264	32	,	,	PUNCT
fsr-4002	264	33	a.	a.	NOUN
fsr-4002	264	34	,	,	PUNCT
fsr-4002	264	35	&	&	CCONJ
fsr-4002	264	36	spann	spann	PROPN
fsr-4002	264	37	,	,	PUNCT
fsr-4002	264	38	s.	s.	PROPN
fsr-4002	264	39	m.	m.	PROPN
fsr-4002	264	40	(	(	PUNCT
fsr-4002	264	41	2013	2013	NUM
fsr-4002	264	42	)	)	PUNCT
fsr-4002	264	43	.	.	PUNCT
fsr-4002	265	1	college	college	NOUN
fsr-4002	265	2	students	student	NOUN
fsr-4002	265	3	and	and	CCONJ
fsr-4002	265	4	financial	financial	ADJ
fsr-4002	265	5	distress	distress	NOUN
fsr-4002	265	6	:	:	PUNCT
fsr-4002	265	7	exploring	explore	VERB
fsr-4002	265	8	debt	debt	NOUN
fsr-4002	265	9	,	,	PUNCT
fsr-4002	265	10	financial	financial	ADJ
fsr-4002	265	11	satisfaction	satisfaction	NOUN
fsr-4002	265	12	,	,	PUNCT
fsr-4002	265	13	and	and	CCONJ
fsr-4002	265	14	financial	financial	ADJ
fsr-4002	265	15	anxiety	anxiety	NOUN
fsr-4002	265	16	.	.	PUNCT
fsr-4002	266	1	journal	journal	NOUN
fsr-4002	266	2	of	of	ADP
fsr-4002	266	3	financial	financial	ADJ
fsr-4002	266	4	counseling	counseling	NOUN
fsr-4002	266	5	and	and	CCONJ
fsr-4002	266	6	planning	planning	NOUN
fsr-4002	266	7	,	,	PUNCT
fsr-4002	266	8	24(2	24(2	NUM
fsr-4002	266	9	)	)	PUNCT
fsr-4002	266	10	,	,	PUNCT
fsr-4002	266	11	50–62	50–62	NUM
fsr-4002	266	12	.	.	PUNCT
fsr-4002	266	13	bokolo	bokolo	PROPN
fsr-4002	266	14	,	,	PUNCT
fsr-4002	266	15	b.	b.	PROPN
fsr-4002	266	16	g.	g.	PROPN
fsr-4002	266	17	,	,	PUNCT
fsr-4002	266	18	&	&	CCONJ
fsr-4002	266	19	liu	liu	PROPN
fsr-4002	266	20	,	,	PUNCT
fsr-4002	266	21	q.	q.	PROPN
fsr-4002	266	22	(	(	PUNCT
fsr-4002	266	23	2024	2024	NUM
fsr-4002	266	24	)	)	PUNCT
fsr-4002	266	25	.	.	PUNCT
fsr-4002	267	1	advanced	advanced	ADJ
fsr-4002	267	2	comparative	comparative	ADJ
fsr-4002	267	3	analysis	analysis	NOUN
fsr-4002	267	4	of	of	ADP
fsr-4002	267	5	machine	machine	NOUN
fsr-4002	267	6	learning	learning	NOUN
fsr-4002	267	7	and	and	CCONJ
fsr-4002	267	8	transformer	transformer	NOUN
fsr-4002	267	9	models	model	NOUN
fsr-4002	267	10	for	for	ADP
fsr-4002	267	11	depression	depression	NOUN
fsr-4002	267	12	and	and	CCONJ
fsr-4002	267	13	suicide	suicide	NOUN
fsr-4002	267	14	detection	detection	NOUN
fsr-4002	267	15	in	in	ADP
fsr-4002	267	16	social	social	ADJ
fsr-4002	267	17	media	medium	NOUN
fsr-4002	267	18	texts	text	NOUN
fsr-4002	267	19	.	.	PUNCT
fsr-4002	268	1	electronics	electronic	NOUN
fsr-4002	268	2	,	,	PUNCT
fsr-4002	268	3	13(20	13(20	NUM
fsr-4002	268	4	)	)	PUNCT
fsr-4002	268	5	,	,	PUNCT
fsr-4002	268	6	3980	3980	NUM
fsr-4002	268	7	.	.	PUNCT
fsr-4002	269	1	https://doi.org/10.3390/electronics13203	https://doi.org/10.3390/electronics13203	PROPN
fsr-4002	269	2	6	6	NUM
fsr-4002	269	3	a	a	DET
fsr-4002	269	4	preliminary	preliminary	ADJ
fsr-4002	269	5	review	review	NOUN
fsr-4002	269	6	of	of	ADP
fsr-4002	269	7	the	the	DET
fsr-4002	269	8	data	datum	NOUN
fsr-4002	269	9	before	before	ADP
fsr-4002	269	10	filtering	filtering	NOUN
fsr-4002	269	11	showed	show	VERB
fsr-4002	269	12	a	a	DET
fsr-4002	269	13	large	large	ADJ
fsr-4002	269	14	number	number	NOUN
fsr-4002	269	15	of	of	ADP
fsr-4002	269	16	records	record	NOUN
fsr-4002	269	17	containing	contain	VERB
fsr-4002	269	18	the	the	DET
fsr-4002	269	19	fword	fword	NOUN
fsr-4002	269	20	980	980	NUM
fsr-4002	269	21	brandwatch	brandwatch	NOUN
fsr-4002	269	22	.	.	PUNCT
fsr-4002	270	1	(	(	PUNCT
fsr-4002	270	2	n.d.-a	n.d.-a	NOUN
fsr-4002	270	3	)	)	PUNCT
fsr-4002	270	4	.	.	PUNCT
fsr-4002	271	1	bcr	bcr	ADJ
fsr-4002	271	2	sentiment	sentiment	NOUN
fsr-4002	271	3	methodology	methodology	NOUN
fsr-4002	271	4	and	and	CCONJ
fsr-4002	271	5	evaluation	evaluation	NOUN
fsr-4002	271	6	.	.	PUNCT
fsr-4002	272	1	brandwatch	brandwatch	PROPN
fsr-4002	272	2	.	.	PUNCT
fsr-4002	273	1	(	(	PUNCT
fsr-4002	273	2	n.d.-b	n.d.-b	NOUN
fsr-4002	273	3	)	)	PUNCT
fsr-4002	273	4	.	.	PUNCT
fsr-4002	274	1	sentiment	sentiment	NOUN
fsr-4002	274	2	analysis	analysis	NOUN
fsr-4002	274	3	–	–	PUNCT
fsr-4002	274	4	consumer	consumer	NOUN
fsr-4002	274	5	research	research	NOUN
fsr-4002	274	6	.	.	PUNCT
fsr-4002	275	1	brandwatch	brandwatch	PROPN
fsr-4002	275	2	help	help	NOUN
fsr-4002	275	3	.	.	PUNCT
fsr-4002	276	1	retrieved	retrieve	VERB
fsr-4002	276	2	october	october	PROPN
fsr-4002	276	3	30	30	NUM
fsr-4002	276	4	,	,	PUNCT
fsr-4002	276	5	2024	2024	NUM
fsr-4002	276	6	,	,	PUNCT
fsr-4002	276	7	from	from	ADP
fsr-4002	276	8	https://consumer-researchhelp.brandwatch.com/hc/enus/restricted?return_to=https%3a%2f%	https://consumer-researchhelp.brandwatch.com/hc/enus/restricted?return_to=https%3a%2f%	NUM
fsr-4002	276	9	2fconsumer	2fconsumer	NUM
fsr-4002	276	10	-	-	PUNCT
fsr-4002	276	11	researchhelp.brandwatch.com%2fhc%2fenus%2farticles%2f360013739958sentiment	researchhelp.brandwatch.com%2fhc%2fenus%2farticles%2f360013739958sentiment	VERB
fsr-4002	276	12	-	-	PUNCT
fsr-4002	276	13	analysis	analysis	NOUN
fsr-4002	276	14	brandwatch	brandwatch	NOUN
fsr-4002	276	15	(	(	PUNCT
fsr-4002	276	16	2023	2023	NUM
fsr-4002	276	17	,	,	PUNCT
fsr-4002	276	18	september	september	PROPN
fsr-4002	276	19	20	20	NUM
fsr-4002	276	20	)	)	PUNCT
fsr-4002	276	21	.	.	PUNCT
fsr-4002	277	1	sentiment	sentiment	NOUN
fsr-4002	277	2	analysis	analysis	NOUN
fsr-4002	277	3	.	.	PUNCT
fsr-4002	278	1	https://www.brandwatch.com/wpcontent/uploads/brandwatch/sentimentanalysis.pdf	https://www.brandwatch.com/wpcontent/uploads/brandwatch/sentimentanalysis.pdf	NOUN
fsr-4002	278	2	carvalho	carvalho	PROPN
fsr-4002	278	3	,	,	PUNCT
fsr-4002	278	4	j.	j.	PROPN
fsr-4002	278	5	,	,	PUNCT
fsr-4002	278	6	&	&	CCONJ
fsr-4002	278	7	plastino	plastino	PROPN
fsr-4002	278	8	,	,	PUNCT
fsr-4002	278	9	a.	a.	NOUN
fsr-4002	278	10	(	(	PUNCT
fsr-4002	278	11	2021	2021	NUM
fsr-4002	278	12	)	)	PUNCT
fsr-4002	278	13	.	.	PUNCT
fsr-4002	279	1	on	on	ADP
fsr-4002	279	2	the	the	DET
fsr-4002	279	3	evaluation	evaluation	NOUN
fsr-4002	279	4	and	and	CCONJ
fsr-4002	279	5	combination	combination	NOUN
fsr-4002	279	6	of	of	ADP
fsr-4002	279	7	state	state	NOUN
fsr-4002	279	8	-	-	PUNCT
fsr-4002	279	9	ofthe	ofthe	NOUN
fsr-4002	279	10	-	-	PUNCT
fsr-4002	279	11	art	art	NOUN
fsr-4002	279	12	features	feature	NOUN
fsr-4002	279	13	in	in	ADP
fsr-4002	279	14	twitter	twitter	NOUN
fsr-4002	279	15	sentiment	sentiment	NOUN
fsr-4002	279	16	analysis	analysis	NOUN
fsr-4002	279	17	.	.	PUNCT
fsr-4002	280	1	artificial	artificial	ADJ
fsr-4002	280	2	intelligence	intelligence	NOUN
fsr-4002	280	3	review	review	NOUN
fsr-4002	280	4	,	,	PUNCT
fsr-4002	280	5	54(3	54(3	NUM
fsr-4002	280	6	)	)	PUNCT
fsr-4002	280	7	,	,	PUNCT
fsr-4002	280	8	1887–1936	1887–1936	NUM
fsr-4002	280	9	.	.	PUNCT
fsr-4002	281	1	https://doi.org/10.1007/s10462-02009895-6	https://doi.org/10.1007/s10462-02009895-6	PROPN
fsr-4002	281	2	cfp	cfp	PROPN
fsr-4002	281	3	®	®	PROPN
fsr-4002	281	4	certification	certification	NOUN
fsr-4002	281	5	2021	2021	NUM
fsr-4002	281	6	principal	principal	ADJ
fsr-4002	281	7	knowledge	knowledge	NOUN
fsr-4002	281	8	topics	topic	NOUN
fsr-4002	281	9	(	(	PUNCT
fsr-4002	281	10	2021	2021	NUM
fsr-4002	281	11	)	)	PUNCT
fsr-4002	281	12	.	.	PUNCT
fsr-4002	282	1	accessed	access	VERB
fsr-4002	282	2	april	april	PROPN
fsr-4002	282	3	25	25	NUM
fsr-4002	282	4	,	,	PUNCT
fsr-4002	282	5	2024	2024	NUM
fsr-4002	282	6	.	.	PUNCT
fsr-4002	283	1	https://www.cfp.net/-/media/files/cfpboard/cfp-certification/2021-practiceanalysis/2021-principal-knowledgetopics.pdf	https://www.cfp.net/-/media/files/cfpboard/cfp-certification/2021-practiceanalysis/2021-principal-knowledgetopics.pdf	PROPN
fsr-4002	283	2	.	.	PUNCT
fsr-4002	284	1	chancellor	chancellor	PROPN
fsr-4002	284	2	,	,	PUNCT
fsr-4002	284	3	s.	s.	PROPN
fsr-4002	284	4	,	,	PUNCT
fsr-4002	284	5	&	&	CCONJ
fsr-4002	284	6	de	de	PROPN
fsr-4002	284	7	choudhury	choudhury	PROPN
fsr-4002	284	8	,	,	PUNCT
fsr-4002	284	9	m.	m.	NOUN
fsr-4002	284	10	(	(	PUNCT
fsr-4002	284	11	2020	2020	NUM
fsr-4002	284	12	)	)	PUNCT
fsr-4002	284	13	.	.	PUNCT
fsr-4002	285	1	methods	method	NOUN
fsr-4002	285	2	in	in	ADP
fsr-4002	285	3	predictive	predictive	ADJ
fsr-4002	285	4	techniques	technique	NOUN
fsr-4002	285	5	for	for	ADP
fsr-4002	285	6	mental	mental	ADJ
fsr-4002	285	7	health	health	NOUN
fsr-4002	285	8	status	status	NOUN
fsr-4002	285	9	on	on	ADP
fsr-4002	285	10	social	social	ADJ
fsr-4002	285	11	media	medium	NOUN
fsr-4002	285	12	:	:	PUNCT
fsr-4002	285	13	a	a	DET
fsr-4002	285	14	critical	critical	ADJ
fsr-4002	285	15	review	review	NOUN
fsr-4002	285	16	.	.	PUNCT
fsr-4002	286	1	npj	npj	PROPN
fsr-4002	286	2	digital	digital	ADJ
fsr-4002	286	3	medicine	medicine	NOUN
fsr-4002	286	4	,	,	PUNCT
fsr-4002	286	5	3(1	3(1	NUM
fsr-4002	286	6	)	)	PUNCT
fsr-4002	286	7	,	,	PUNCT
fsr-4002	286	8	article	article	NOUN
fsr-4002	286	9	1	1	NUM
fsr-4002	286	10	.	.	PUNCT
fsr-4002	287	1	https://doi.org/10.1038/s41746-0200233-7	https://doi.org/10.1038/s41746-0200233-7	PROPN
fsr-4002	287	2	financial	financial	PROPN
fsr-4002	287	3	services	services	PROPN
fsr-4002	287	4	review	review	PROPN
fsr-4002	287	5	,	,	PUNCT
fsr-4002	287	6	33(2	33(2	NUM
fsr-4002	287	7	)	)	PUNCT
fsr-4002	287	8	52	52	NUM
fsr-4002	287	9	coppersmith	coppersmith	PROPN
fsr-4002	287	10	,	,	PUNCT
fsr-4002	287	11	g.	g.	PROPN
fsr-4002	287	12	,	,	PUNCT
fsr-4002	287	13	dredze	dredze	NOUN
fsr-4002	287	14	,	,	PUNCT
fsr-4002	287	15	m.	m.	NOUN
fsr-4002	287	16	,	,	PUNCT
fsr-4002	287	17	&	&	CCONJ
fsr-4002	287	18	harman	harman	PROPN
fsr-4002	287	19	,	,	PUNCT
fsr-4002	287	20	c.	c.	PROPN
fsr-4002	287	21	(	(	PUNCT
fsr-4002	287	22	2014	2014	NUM
fsr-4002	287	23	)	)	PUNCT
fsr-4002	287	24	.	.	PUNCT
fsr-4002	288	1	quantifying	quantify	VERB
fsr-4002	288	2	mental	mental	ADJ
fsr-4002	288	3	health	health	NOUN
fsr-4002	288	4	signals	signal	NOUN
fsr-4002	288	5	in	in	ADP
fsr-4002	288	6	twitter	twitter	NOUN
fsr-4002	288	7	.	.	PUNCT
fsr-4002	289	1	proceedings	proceeding	NOUN
fsr-4002	289	2	of	of	ADP
fsr-4002	289	3	the	the	DET
fsr-4002	289	4	workshop	workshop	NOUN
fsr-4002	289	5	on	on	ADP
fsr-4002	289	6	computational	computational	ADJ
fsr-4002	289	7	linguistics	linguistic	NOUN
fsr-4002	289	8	and	and	CCONJ
fsr-4002	289	9	clinical	clinical	ADJ
fsr-4002	289	10	psychology	psychology	NOUN
fsr-4002	289	11	:	:	PUNCT
fsr-4002	289	12	from	from	ADP
fsr-4002	289	13	linguistic	linguistic	ADJ
fsr-4002	289	14	signal	signal	NOUN
fsr-4002	289	15	to	to	ADP
fsr-4002	289	16	clinical	clinical	ADJ
fsr-4002	289	17	reality	reality	NOUN
fsr-4002	289	18	,	,	PUNCT
fsr-4002	289	19	51	51	NUM
fsr-4002	289	20	–	–	SYM
fsr-4002	289	21	60	60	NUM
fsr-4002	289	22	.	.	PUNCT
fsr-4002	290	1	https://doi.org/10.3115/v1/w143207	https://doi.org/10.3115/v1/w143207	PROPN
fsr-4002	290	2	coppersmith	coppersmith	PROPN
fsr-4002	290	3	,	,	PUNCT
fsr-4002	290	4	g.	g.	PROPN
fsr-4002	290	5	,	,	PUNCT
fsr-4002	290	6	harman	harman	PROPN
fsr-4002	290	7	,	,	PUNCT
fsr-4002	290	8	c.	c.	PROPN
fsr-4002	290	9	,	,	PUNCT
fsr-4002	290	10	&	&	CCONJ
fsr-4002	290	11	dredze	dredze	PROPN
fsr-4002	290	12	,	,	PUNCT
fsr-4002	290	13	m.	m.	NOUN
fsr-4002	290	14	(	(	PUNCT
fsr-4002	290	15	2014	2014	NUM
fsr-4002	290	16	)	)	PUNCT
fsr-4002	290	17	.	.	PUNCT
fsr-4002	291	1	measuring	measure	VERB
fsr-4002	291	2	post	post	NOUN
fsr-4002	291	3	traumatic	traumatic	ADJ
fsr-4002	291	4	stress	stress	NOUN
fsr-4002	291	5	disorder	disorder	NOUN
fsr-4002	291	6	in	in	ADP
fsr-4002	291	7	twitter	twitter	NOUN
fsr-4002	291	8	.	.	PUNCT
fsr-4002	292	1	proceedings	proceeding	NOUN
fsr-4002	292	2	of	of	ADP
fsr-4002	292	3	the	the	DET
fsr-4002	292	4	international	international	ADJ
fsr-4002	292	5	aaai	aaai	PROPN
fsr-4002	292	6	conference	conference	PROPN
fsr-4002	292	7	on	on	ADP
fsr-4002	292	8	web	web	NOUN
fsr-4002	292	9	and	and	CCONJ
fsr-4002	292	10	social	social	ADJ
fsr-4002	292	11	media	medium	NOUN
fsr-4002	292	12	,	,	PUNCT
fsr-4002	292	13	8(1	8(1	NOUN
fsr-4002	292	14	)	)	PUNCT
fsr-4002	292	15	,	,	PUNCT
fsr-4002	292	16	article	article	NOUN
fsr-4002	292	17	1	1	NUM
fsr-4002	292	18	.	.	PUNCT
fsr-4002	293	1	https://doi.org/10.1609/icwsm.v8i1.1457	https://doi.org/10.1609/icwsm.v8i1.1457	PROPN
fsr-4002	293	2	4	4	NUM
fsr-4002	293	3	coppersmith	coppersmith	PROPN
fsr-4002	293	4	,	,	PUNCT
fsr-4002	293	5	g.	g.	PROPN
fsr-4002	293	6	,	,	PUNCT
fsr-4002	293	7	leary	leary	PROPN
fsr-4002	293	8	,	,	PUNCT
fsr-4002	293	9	r.	r.	PROPN
fsr-4002	293	10	,	,	PUNCT
fsr-4002	293	11	crutchley	crutchley	PROPN
fsr-4002	293	12	,	,	PUNCT
fsr-4002	293	13	p.	p.	NOUN
fsr-4002	293	14	,	,	PUNCT
fsr-4002	293	15	&	&	CCONJ
fsr-4002	293	16	fine	fine	ADJ
fsr-4002	293	17	,	,	PUNCT
fsr-4002	293	18	a.	a.	NOUN
fsr-4002	293	19	(	(	PUNCT
fsr-4002	293	20	2018	2018	NUM
fsr-4002	293	21	)	)	PUNCT
fsr-4002	293	22	.	.	PUNCT
fsr-4002	294	1	natural	natural	ADJ
fsr-4002	294	2	language	language	NOUN
fsr-4002	294	3	processing	processing	NOUN
fsr-4002	294	4	of	of	ADP
fsr-4002	294	5	social	social	ADJ
fsr-4002	294	6	media	medium	NOUN
fsr-4002	294	7	as	as	ADP
fsr-4002	294	8	screening	screen	VERB
fsr-4002	294	9	for	for	ADP
fsr-4002	294	10	suicide	suicide	NOUN
fsr-4002	294	11	risk	risk	NOUN
fsr-4002	294	12	.	.	PUNCT
fsr-4002	295	1	biomedical	biomedical	ADJ
fsr-4002	295	2	informatics	informatic	NOUN
fsr-4002	295	3	insights	insight	NOUN
fsr-4002	295	4	,	,	PUNCT
fsr-4002	295	5	10	10	NUM
fsr-4002	295	6	,	,	PUNCT
fsr-4002	295	7	1178222618792860	1178222618792860	NUM
fsr-4002	295	8	.	.	PUNCT
fsr-4002	296	1	https://doi.org/10.1177/11782226187928	https://doi.org/10.1177/11782226187928	NUM
fsr-4002	296	2	60	60	NUM
fsr-4002	296	3	de	de	X
fsr-4002	296	4	choudhury	choudhury	PROPN
fsr-4002	296	5	,	,	PUNCT
fsr-4002	296	6	m.	m.	NOUN
fsr-4002	296	7	,	,	PUNCT
fsr-4002	296	8	gamon	gamon	NOUN
fsr-4002	296	9	,	,	PUNCT
fsr-4002	296	10	m.	m.	NOUN
fsr-4002	296	11	,	,	PUNCT
fsr-4002	296	12	counts	count	NOUN
fsr-4002	296	13	,	,	PUNCT
fsr-4002	296	14	s.	s.	PROPN
fsr-4002	296	15	,	,	PUNCT
fsr-4002	296	16	and	and	CCONJ
fsr-4002	296	17	horvitz	horvitz	PROPN
fsr-4002	296	18	,	,	PUNCT
fsr-4002	296	19	e.	e.	PROPN
fsr-4002	296	20	(	(	PUNCT
fsr-4002	296	21	2013	2013	NUM
fsr-4002	296	22	)	)	PUNCT
fsr-4002	296	23	.	.	PUNCT
fsr-4002	297	1	predicting	predict	VERB
fsr-4002	297	2	depression	depression	NOUN
fsr-4002	297	3	via	via	ADP
fsr-4002	297	4	social	social	ADJ
fsr-4002	297	5	media	medium	NOUN
fsr-4002	297	6	.	.	PUNCT
fsr-4002	298	1	proceedings	proceeding	NOUN
fsr-4002	298	2	of	of	ADP
fsr-4002	298	3	the	the	DET
fsr-4002	298	4	international	international	ADJ
fsr-4002	298	5	aaai	aaai	PROPN
fsr-4002	298	6	conference	conference	PROPN
fsr-4002	298	7	on	on	ADP
fsr-4002	298	8	web	web	NOUN
fsr-4002	298	9	and	and	CCONJ
fsr-4002	298	10	social	social	ADJ
fsr-4002	298	11	media	medium	NOUN
fsr-4002	298	12	7(1	7(1	NUM
fsr-4002	298	13	):	):	PUNCT
fsr-4002	298	14	128–37	128–37	NOUN
fsr-4002	298	15	.	.	PUNCT
fsr-4002	299	1	https://doi.org/10.1609/icwsm.v7i1.1443	https://doi.org/10.1609/icwsm.v7i1.1443	NOUN
fsr-4002	299	2	2	2	NUM
fsr-4002	299	3	ebrahimian	ebrahimian	ADJ
fsr-4002	299	4	,	,	PUNCT
fsr-4002	299	5	m.	m.	NOUN
fsr-4002	299	6	(	(	PUNCT
fsr-4002	299	7	2023	2023	NUM
fsr-4002	299	8	)	)	PUNCT
fsr-4002	299	9	.	.	PUNCT
fsr-4002	300	1	student	student	NOUN
fsr-4002	300	2	loans	loan	NOUN
fsr-4002	300	3	and	and	CCONJ
fsr-4002	300	4	social	social	ADJ
fsr-4002	300	5	mobility	mobility	NOUN
fsr-4002	300	6	(	(	PUNCT
fsr-4002	300	7	ssrn	ssrn	PROPN
fsr-4002	300	8	scholarly	scholarly	ADJ
fsr-4002	300	9	paper	paper	NOUN
fsr-4002	300	10	3680159	3680159	NUM
fsr-4002	300	11	)	)	PUNCT
fsr-4002	300	12	.	.	PUNCT
fsr-4002	301	1	https://doi.org/10.2139/ssrn.3680159	https://doi.org/10.2139/ssrn.3680159	PROPN
fsr-4002	301	2	edo	edo	PROPN
fsr-4002	301	3	-	-	PUNCT
fsr-4002	301	4	osagie	osagie	NOUN
fsr-4002	301	5	,	,	PUNCT
fsr-4002	301	6	o.	o.	PROPN
fsr-4002	301	7	,	,	PUNCT
fsr-4002	301	8	de	de	PROPN
fsr-4002	301	9	la	la	PROPN
fsr-4002	301	10	iglesia	iglesia	PROPN
fsr-4002	301	11	,	,	PUNCT
fsr-4002	301	12	b.	b.	PROPN
fsr-4002	301	13	,	,	PUNCT
fsr-4002	301	14	lake	lake	PROPN
fsr-4002	301	15	,	,	PUNCT
fsr-4002	301	16	i.	i.	PROPN
fsr-4002	301	17	,	,	PUNCT
fsr-4002	301	18	&	&	CCONJ
fsr-4002	301	19	edeghere	edeghere	ADV
fsr-4002	301	20	,	,	PUNCT
fsr-4002	301	21	o.	o.	PROPN
fsr-4002	301	22	(	(	PUNCT
fsr-4002	301	23	2020	2020	NUM
fsr-4002	301	24	)	)	PUNCT
fsr-4002	301	25	.	.	PUNCT
fsr-4002	302	1	a	a	DET
fsr-4002	302	2	scoping	scope	VERB
fsr-4002	302	3	review	review	NOUN
fsr-4002	302	4	of	of	ADP
fsr-4002	302	5	the	the	DET
fsr-4002	302	6	use	use	NOUN
fsr-4002	302	7	of	of	ADP
fsr-4002	302	8	twitter	twitter	NOUN
fsr-4002	302	9	for	for	ADP
fsr-4002	302	10	public	public	ADJ
fsr-4002	302	11	health	health	NOUN
fsr-4002	302	12	research	research	NOUN
fsr-4002	302	13	.	.	PUNCT
fsr-4002	303	1	computers	computer	NOUN
fsr-4002	303	2	in	in	ADP
fsr-4002	303	3	biology	biology	NOUN
fsr-4002	303	4	and	and	CCONJ
fsr-4002	303	5	medicine	medicine	NOUN
fsr-4002	303	6	,	,	PUNCT
fsr-4002	303	7	122	122	NUM
fsr-4002	303	8	,	,	PUNCT
fsr-4002	303	9	103770	103770	NUM
fsr-4002	303	10	.	.	PUNCT
fsr-4002	304	1	https://doi.org/10.1016/j.compbiomed.2	https://doi.org/10.1016/j.compbiomed.2	NOUN
fsr-4002	304	2	020.103770	020.103770	NUM
fsr-4002	304	3	elliott	elliott	PROPN
fsr-4002	304	4	,	,	PUNCT
fsr-4002	304	5	w.	w.	PROPN
fsr-4002	304	6	,	,	PUNCT
fsr-4002	304	7	grinstein	grinstein	NOUN
fsr-4002	304	8	-	-	PUNCT
fsr-4002	304	9	weiss	weiss	PROPN
fsr-4002	304	10	,	,	PUNCT
fsr-4002	304	11	m.	m.	NOUN
fsr-4002	304	12	,	,	PUNCT
fsr-4002	304	13	&	&	CCONJ
fsr-4002	304	14	nam	nam	PROPN
fsr-4002	304	15	,	,	PUNCT
fsr-4002	304	16	i.	i.	PROPN
fsr-4002	304	17	(	(	PUNCT
fsr-4002	304	18	2013	2013	NUM
fsr-4002	304	19	)	)	PUNCT
fsr-4002	304	20	.	.	PUNCT
fsr-4002	305	1	“	"	PUNCT
fsr-4002	305	2	student	student	NOUN
fsr-4002	305	3	debt	debt	NOUN
fsr-4002	305	4	and	and	CCONJ
fsr-4002	305	5	declining	decline	VERB
fsr-4002	305	6	retirement	retirement	NOUN
fsr-4002	305	7	savings	saving	NOUN
fsr-4002	305	8	(	(	PUNCT
fsr-4002	305	9	working	work	VERB
fsr-4002	305	10	paper	paper	NOUN
fsr-4002	305	11	no	no	INTJ
fsr-4002	305	12	.	.	PROPN
fsr-4002	305	13	13‐34	13‐34	NUM
fsr-4002	305	14	)	)	PUNCT
fsr-4002	305	15	.	.	PUNCT
fsr-4002	305	16	”	"	PUNCT
fsr-4002	306	1	center	center	NOUN
fsr-4002	306	2	for	for	ADP
fsr-4002	306	3	social	social	ADJ
fsr-4002	306	4	development	development	NOUN
fsr-4002	306	5	.	.	PUNCT
fsr-4002	307	1	fry	fry	PROPN
fsr-4002	307	2	,	,	PUNCT
fsr-4002	307	3	r.	r.	PROPN
fsr-4002	307	4	(	(	PUNCT
fsr-4002	307	5	2012	2012	NUM
fsr-4002	307	6	)	)	PUNCT
fsr-4002	307	7	.	.	PUNCT
fsr-4002	308	1	a	a	DET
fsr-4002	308	2	record	record	NOUN
fsr-4002	308	3	one	one	NUM
fsr-4002	308	4	-	-	PUNCT
fsr-4002	308	5	in	in	ADP
fsr-4002	308	6	-	-	PUNCT
fsr-4002	308	7	five	five	NUM
fsr-4002	308	8	households	household	NOUN
fsr-4002	308	9	now	now	ADV
fsr-4002	308	10	owe	owe	VERB
fsr-4002	308	11	student	student	NOUN
fsr-4002	308	12	loan	loan	NOUN
fsr-4002	308	13	debt	debt	NOUN
fsr-4002	308	14	.	.	PUNCT
fsr-4002	309	1	pew	pew	NOUN
fsr-4002	309	2	research	research	NOUN
fsr-4002	309	3	center	center	NOUN
fsr-4002	309	4	.	.	PUNCT
fsr-4002	310	1	giachanou	giachanou	NOUN
fsr-4002	310	2	,	,	PUNCT
fsr-4002	310	3	a.	a.	NOUN
fsr-4002	310	4	,	,	PUNCT
fsr-4002	310	5	&	&	CCONJ
fsr-4002	310	6	crestani	crestani	PROPN
fsr-4002	310	7	,	,	PUNCT
fsr-4002	310	8	f.	f.	PROPN
fsr-4002	310	9	(	(	PUNCT
fsr-4002	310	10	2017	2017	NUM
fsr-4002	310	11	)	)	PUNCT
fsr-4002	310	12	.	.	PUNCT
fsr-4002	311	1	like	like	INTJ
fsr-4002	311	2	it	it	PRON
fsr-4002	311	3	or	or	CCONJ
fsr-4002	311	4	not	not	PART
fsr-4002	311	5	:	:	PUNCT
fsr-4002	311	6	a	a	DET
fsr-4002	311	7	survey	survey	NOUN
fsr-4002	311	8	of	of	ADP
fsr-4002	311	9	twitter	twitter	NOUN
fsr-4002	311	10	sentiment	sentiment	NOUN
fsr-4002	311	11	analysis	analysis	NOUN
fsr-4002	311	12	methods	method	NOUN
fsr-4002	311	13	.	.	PUNCT
fsr-4002	312	1	acm	acm	PROPN
fsr-4002	312	2	computing	computing	NOUN
fsr-4002	312	3	surveys	survey	NOUN
fsr-4002	312	4	,	,	PUNCT
fsr-4002	312	5	49(2	49(2	NUM
fsr-4002	312	6	)	)	PUNCT
fsr-4002	312	7	,	,	PUNCT
fsr-4002	312	8	1–41	1–41	NOUN
fsr-4002	312	9	.	.	PUNCT
fsr-4002	313	1	https://doi.org/10.1145/2938640	https://doi.org/10.1145/2938640	PROPN
fsr-4002	313	2	gicheva	gicheva	PROPN
fsr-4002	313	3	,	,	PUNCT
fsr-4002	313	4	d.	d.	PROPN
fsr-4002	313	5	,	,	PUNCT
fsr-4002	313	6	&	&	CCONJ
fsr-4002	313	7	thompson	thompson	PROPN
fsr-4002	313	8	,	,	PUNCT
fsr-4002	313	9	j.	j.	PROPN
fsr-4002	313	10	(	(	PUNCT
fsr-4002	313	11	2014	2014	NUM
fsr-4002	313	12	)	)	PUNCT
fsr-4002	313	13	.	.	PUNCT
fsr-4002	314	1	the	the	DET
fsr-4002	314	2	effects	effect	NOUN
fsr-4002	314	3	of	of	ADP
fsr-4002	314	4	student	student	NOUN
fsr-4002	314	5	loans	loan	NOUN
fsr-4002	314	6	on	on	ADP
fsr-4002	314	7	long	long	ADJ
fsr-4002	314	8	-	-	PUNCT
fsr-4002	314	9	term	term	NOUN
fsr-4002	314	10	household	household	NOUN
fsr-4002	314	11	financial	financial	ADJ
fsr-4002	314	12	stability	stability	NOUN
fsr-4002	314	13	.	.	PUNCT
fsr-4002	315	1	department	department	NOUN
fsr-4002	315	2	of	of	ADP
fsr-4002	315	3	economics	economics	PROPN
fsr-4002	315	4	working	working	PROPN
fsr-4002	315	5	paper	paper	PROPN
fsr-4002	315	6	no	no	INTJ
fsr-4002	315	7	.	.	PUNCT
fsr-4002	316	1	14	14	NUM
fsr-4002	316	2	-	-	SYM
fsr-4002	316	3	02	02	NUM
fsr-4002	316	4	.	.	PUNCT
fsr-4002	317	1	greensboro	greensboro	PROPN
fsr-4002	317	2	:	:	PUNCT
fsr-4002	317	3	university	university	NOUN
fsr-4002	317	4	of	of	ADP
fsr-4002	317	5	north	north	PROPN
fsr-4002	317	6	carolina	carolina	PROPN
fsr-4002	317	7	.	.	PUNCT
fsr-4002	318	1	gong	gong	PROPN
fsr-4002	318	2	,	,	PUNCT
fsr-4002	318	3	x.	x.	PROPN
fsr-4002	318	4	,	,	PUNCT
fsr-4002	318	5	ying	ying	PROPN
fsr-4002	318	6	,	,	PUNCT
fsr-4002	318	7	w.	w.	PROPN
fsr-4002	318	8	,	,	PUNCT
fsr-4002	318	9	zhong	zhong	PROPN
fsr-4002	318	10	,	,	PUNCT
fsr-4002	318	11	s.	s.	PROPN
fsr-4002	318	12	,	,	PUNCT
fsr-4002	318	13	&	&	CCONJ
fsr-4002	318	14	gong	gong	PROPN
fsr-4002	318	15	,	,	PUNCT
fsr-4002	318	16	s.	s.	PROPN
fsr-4002	318	17	(	(	PUNCT
fsr-4002	318	18	2022	2022	NUM
fsr-4002	318	19	)	)	PUNCT
fsr-4002	318	20	.	.	PUNCT
fsr-4002	319	1	text	text	NOUN
fsr-4002	319	2	sentiment	sentiment	NOUN
fsr-4002	319	3	analysis	analysis	NOUN
fsr-4002	319	4	based	base	VERB
fsr-4002	319	5	on	on	ADP
fsr-4002	319	6	transformer	transformer	NOUN
fsr-4002	319	7	and	and	CCONJ
fsr-4002	319	8	augmentation	augmentation	NOUN
fsr-4002	319	9	.	.	PUNCT
fsr-4002	320	1	frontiers	frontier	NOUN
fsr-4002	320	2	in	in	ADP
fsr-4002	320	3	psychology	psychology	NOUN
fsr-4002	320	4	,	,	PUNCT
fsr-4002	320	5	13	13	NUM
fsr-4002	320	6	,	,	PUNCT
fsr-4002	320	7	906061	906061	NUM
fsr-4002	320	8	.	.	PUNCT
fsr-4002	321	1	https://doi.org/10.3389/fpsyg.2022.9060	https://doi.org/10.3389/fpsyg.2022.9060	NOUN
fsr-4002	321	2	61	61	NUM
fsr-4002	321	3	guntuku	guntuku	NOUN
fsr-4002	321	4	,	,	PUNCT
fsr-4002	321	5	s.	s.	PROPN
fsr-4002	321	6	c.	c.	PROPN
fsr-4002	321	7	,	,	PUNCT
fsr-4002	321	8	preotiuc	preotiuc	NOUN
fsr-4002	321	9	-	-	PUNCT
fsr-4002	321	10	pietro	pietro	NOUN
fsr-4002	321	11	,	,	PUNCT
fsr-4002	321	12	d.	d.	PROPN
fsr-4002	321	13	,	,	PUNCT
fsr-4002	321	14	eichstaedt	eichstaedt	PROPN
fsr-4002	321	15	,	,	PUNCT
fsr-4002	321	16	j.	j.	PROPN
fsr-4002	321	17	c.	c.	PROPN
fsr-4002	321	18	,	,	PUNCT
fsr-4002	321	19	&	&	CCONJ
fsr-4002	321	20	ungar	ungar	PROPN
fsr-4002	321	21	,	,	PUNCT
fsr-4002	321	22	l.	l.	PROPN
fsr-4002	321	23	h.	h.	PROPN
fsr-4002	321	24	(	(	PUNCT
fsr-4002	321	25	2019	2019	NUM
fsr-4002	321	26	)	)	PUNCT
fsr-4002	321	27	.	.	PUNCT
fsr-4002	322	1	what	what	PRON
fsr-4002	322	2	twitter	twitter	NOUN
fsr-4002	322	3	profile	profile	VERB
fsr-4002	322	4	and	and	CCONJ
fsr-4002	322	5	posted	post	VERB
fsr-4002	322	6	images	image	NOUN
fsr-4002	322	7	reveal	reveal	VERB
fsr-4002	322	8	about	about	ADP
fsr-4002	322	9	depression	depression	NOUN
fsr-4002	322	10	and	and	CCONJ
fsr-4002	322	11	anxiety	anxiety	NOUN
fsr-4002	322	12	.	.	PUNCT
fsr-4002	323	1	proceedings	proceeding	NOUN
fsr-4002	323	2	of	of	ADP
fsr-4002	323	3	the	the	DET
fsr-4002	323	4	international	international	ADJ
fsr-4002	323	5	aaai	aaai	PROPN
fsr-4002	323	6	conference	conference	PROPN
fsr-4002	323	7	on	on	ADP
fsr-4002	323	8	web	web	NOUN
fsr-4002	323	9	and	and	CCONJ
fsr-4002	323	10	social	social	ADJ
fsr-4002	323	11	media	medium	NOUN
fsr-4002	323	12	,	,	PUNCT
fsr-4002	323	13	13	13	NUM
fsr-4002	323	14	,	,	PUNCT
fsr-4002	323	15	236–246	236–246	NUM
fsr-4002	323	16	.	.	PUNCT
fsr-4002	324	1	https://doi.org/10.1609/icwsm.v13i01.32	https://doi.org/10.1609/icwsm.v13i01.32	PROPN
fsr-4002	324	2	25	25	NUM
fsr-4002	324	3	guntuku	guntuku	NOUN
fsr-4002	324	4	,	,	PUNCT
fsr-4002	324	5	s.	s.	PROPN
fsr-4002	324	6	c.	c.	PROPN
fsr-4002	324	7	,	,	PUNCT
fsr-4002	324	8	yaden	yaden	PROPN
fsr-4002	324	9	,	,	PUNCT
fsr-4002	324	10	d.	d.	PROPN
fsr-4002	324	11	b.	b.	PROPN
fsr-4002	324	12	,	,	PUNCT
fsr-4002	324	13	kern	kern	PROPN
fsr-4002	324	14	,	,	PUNCT
fsr-4002	324	15	m.	m.	NOUN
fsr-4002	324	16	l.	l.	PROPN
fsr-4002	324	17	,	,	PUNCT
fsr-4002	324	18	ungar	ungar	NOUN
fsr-4002	324	19	,	,	PUNCT
fsr-4002	324	20	l.	l.	PROPN
fsr-4002	324	21	h.	h.	PROPN
fsr-4002	324	22	,	,	PUNCT
fsr-4002	324	23	&	&	CCONJ
fsr-4002	324	24	eichstaedt	eichstaedt	PROPN
fsr-4002	324	25	,	,	PUNCT
fsr-4002	324	26	j.	j.	PROPN
fsr-4002	324	27	c.	c.	PROPN
fsr-4002	324	28	(	(	PUNCT
fsr-4002	324	29	2017	2017	NUM
fsr-4002	324	30	)	)	PUNCT
fsr-4002	324	31	.	.	PUNCT
fsr-4002	325	1	detecting	detect	VERB
fsr-4002	325	2	depression	depression	NOUN
fsr-4002	325	3	and	and	CCONJ
fsr-4002	325	4	mental	mental	ADJ
fsr-4002	325	5	illness	illness	NOUN
fsr-4002	325	6	on	on	ADP
fsr-4002	325	7	social	social	ADJ
fsr-4002	325	8	media	medium	NOUN
fsr-4002	325	9	:	:	PUNCT
fsr-4002	325	10	an	an	DET
fsr-4002	325	11	integrative	integrative	ADJ
fsr-4002	325	12	review	review	NOUN
fsr-4002	325	13	.	.	PUNCT
fsr-4002	326	1	current	current	ADJ
fsr-4002	326	2	opinion	opinion	NOUN
fsr-4002	326	3	in	in	ADP
fsr-4002	326	4	behavioral	behavioral	ADJ
fsr-4002	326	5	sciences	science	NOUN
fsr-4002	326	6	,	,	PUNCT
fsr-4002	326	7	18	18	NUM
fsr-4002	326	8	,	,	PUNCT
fsr-4002	326	9	43–49	43–49	NUM
fsr-4002	326	10	.	.	PUNCT
fsr-4002	327	1	https://doi.org/10.1016/j.cobeha.2017.07	https://doi.org/10.1016/j.cobeha.2017.07	PROPN
fsr-4002	327	2	.005	.005	NUM
fsr-4002	327	3	hanson	hanson	PROPN
fsr-4002	327	4	,	,	PUNCT
fsr-4002	327	5	m	m	PROPN
fsr-4002	327	6	(	(	PUNCT
fsr-4002	327	7	2023	2023	NUM
fsr-4002	327	8	,	,	PUNCT
fsr-4002	327	9	september	september	PROPN
fsr-4002	327	10	20	20	NUM
fsr-4002	327	11	)	)	PUNCT
fsr-4002	327	12	.	.	PUNCT
fsr-4002	328	1	economic	economic	ADJ
fsr-4002	328	2	effects	effect	NOUN
fsr-4002	328	3	of	of	ADP
fsr-4002	328	4	student	student	NOUN
fsr-4002	328	5	loan	loan	NOUN
fsr-4002	328	6	debt	debt	NOUN
fsr-4002	328	7	.	.	PUNCT
fsr-4002	329	1	educationdata.org	educationdata.org	X
fsr-4002	329	2	.	.	PUNCT
fsr-4002	330	1	https://educationdata.org/student-loandebt-economic-impact	https://educationdata.org/student-loandebt-economic-impact	PROPN
fsr-4002	330	2	joseph	joseph	PROPN
fsr-4002	330	3	,	,	PUNCT
fsr-4002	330	4	m.	m.	NOUN
fsr-4002	330	5	,	,	PUNCT
fsr-4002	330	6	&	&	CCONJ
fsr-4002	330	7	macdonald	macdonald	PROPN
fsr-4002	330	8	,	,	PUNCT
fsr-4002	330	9	m.	m.	NOUN
fsr-4002	330	10	(	(	PUNCT
fsr-4002	330	11	2021	2021	NUM
fsr-4002	330	12	)	)	PUNCT
fsr-4002	330	13	.	.	PUNCT
fsr-4002	331	1	investigating	investigate	VERB
fsr-4002	331	2	antecedents	antecedent	NOUN
fsr-4002	331	3	to	to	ADP
fsr-4002	331	4	financial	financial	ADJ
fsr-4002	331	5	satisfaction	satisfaction	NOUN
fsr-4002	331	6	in	in	ADP
fsr-4002	331	7	emerging	emerge	VERB
fsr-4002	331	8	adults	adult	NOUN
fsr-4002	331	9	.	.	PUNCT
fsr-4002	332	1	2021	2021	NUM
fsr-4002	332	2	academic	academic	ADJ
fsr-4002	332	3	research	research	NOUN
fsr-4002	332	4	colloquium	colloquium	NOUN
fsr-4002	332	5	.	.	PUNCT
fsr-4002	333	1	https://www.researchgate.net/publicatio	https://www.researchgate.net/publicatio	X
fsr-4002	333	2	n/355903050_investigating_antecedent	n/355903050_investigating_antecedent	PROPN
fsr-4002	333	3	s_to_financial_satisfaction_in_emergin	s_to_financial_satisfaction_in_emergin	NOUN
fsr-4002	333	4	g_adults	g_adult	NOUN
fsr-4002	333	5	https://doi.org/10.1609/icwsm.v13i01.3225	https://doi.org/10.1609/icwsm.v13i01.3225	NOUN
fsr-4002	333	6	https://doi.org/10.1609/icwsm.v13i01.3225	https://doi.org/10.1609/icwsm.v13i01.3225	NOUN
fsr-4002	333	7	https://doi.org/10.1016/j.cobeha.2017.07.005	https://doi.org/10.1016/j.cobeha.2017.07.005	NUM
fsr-4002	333	8	https://doi.org/10.1016/j.cobeha.2017.07.005	https://doi.org/10.1016/j.cobeha.2017.07.005	NUM
fsr-4002	333	9	anderson	anderson	PROPN
fsr-4002	333	10	et	et	PROPN
fsr-4002	333	11	al	al	PROPN
fsr-4002	333	12	.	.	PROPN
fsr-4002	334	1	53	53	NUM
fsr-4002	334	2	kim	kim	PROPN
fsr-4002	334	3	,	,	PUNCT
fsr-4002	334	4	j.	j.	PROPN
fsr-4002	334	5	,	,	PUNCT
fsr-4002	334	6	&	&	CCONJ
fsr-4002	334	7	chatterjee	chatterjee	PROPN
fsr-4002	334	8	,	,	PUNCT
fsr-4002	334	9	s.	s.	PROPN
fsr-4002	334	10	(	(	PUNCT
fsr-4002	334	11	2019	2019	NUM
fsr-4002	334	12	)	)	PUNCT
fsr-4002	334	13	.	.	PUNCT
fsr-4002	335	1	student	student	NOUN
fsr-4002	335	2	loans	loan	NOUN
fsr-4002	335	3	,	,	PUNCT
fsr-4002	335	4	health	health	NOUN
fsr-4002	335	5	,	,	PUNCT
fsr-4002	335	6	and	and	CCONJ
fsr-4002	335	7	life	life	NOUN
fsr-4002	335	8	satisfaction	satisfaction	NOUN
fsr-4002	335	9	of	of	ADP
fsr-4002	335	10	us	us	PROPN
fsr-4002	335	11	households	household	NOUN
fsr-4002	335	12	:	:	PUNCT
fsr-4002	335	13	evidence	evidence	NOUN
fsr-4002	335	14	from	from	ADP
fsr-4002	335	15	a	a	DET
fsr-4002	335	16	panel	panel	NOUN
fsr-4002	335	17	study	study	NOUN
fsr-4002	335	18	.	.	PUNCT
fsr-4002	336	1	journal	journal	NOUN
fsr-4002	336	2	of	of	ADP
fsr-4002	336	3	family	family	NOUN
fsr-4002	336	4	and	and	CCONJ
fsr-4002	336	5	economic	economic	ADJ
fsr-4002	336	6	issues	issue	NOUN
fsr-4002	336	7	,	,	PUNCT
fsr-4002	336	8	40(1	40(1	NOUN
fsr-4002	336	9	)	)	PUNCT
fsr-4002	336	10	,	,	PUNCT
fsr-4002	336	11	36–50	36–50	NUM
fsr-4002	336	12	.	.	PUNCT
fsr-4002	337	1	https://doi.org/10.1007/s10834-0189594-3	https://doi.org/10.1007/s10834-0189594-3	PROPN
fsr-4002	337	2	kim	kim	PROPN
fsr-4002	337	3	,	,	PUNCT
fsr-4002	337	4	k.	k.	PROPN
fsr-4002	337	5	t.	t.	PROPN
fsr-4002	337	6	,	,	PUNCT
fsr-4002	337	7	lee	lee	PROPN
fsr-4002	337	8	,	,	PUNCT
fsr-4002	337	9	j.	j.	PROPN
fsr-4002	337	10	m.	m.	PROPN
fsr-4002	337	11	,	,	PUNCT
fsr-4002	337	12	&	&	CCONJ
fsr-4002	337	13	lee	lee	PROPN
fsr-4002	337	14	,	,	PUNCT
fsr-4002	337	15	j.	j.	PROPN
fsr-4002	337	16	(	(	PUNCT
fsr-4002	337	17	2021	2021	NUM
fsr-4002	337	18	)	)	PUNCT
fsr-4002	337	19	.	.	PUNCT
fsr-4002	338	1	student	student	NOUN
fsr-4002	338	2	loans	loan	NOUN
fsr-4002	338	3	and	and	CCONJ
fsr-4002	338	4	financial	financial	ADJ
fsr-4002	338	5	satisfaction	satisfaction	NOUN
fsr-4002	338	6	:	:	PUNCT
fsr-4002	338	7	the	the	DET
fsr-4002	338	8	moderating	moderate	VERB
fsr-4002	338	9	role	role	NOUN
fsr-4002	338	10	of	of	ADP
fsr-4002	338	11	financial	financial	ADJ
fsr-4002	338	12	education	education	NOUN
fsr-4002	338	13	.	.	PUNCT
fsr-4002	339	1	journal	journal	NOUN
fsr-4002	339	2	of	of	ADP
fsr-4002	339	3	financial	financial	ADJ
fsr-4002	339	4	counseling	counseling	NOUN
fsr-4002	339	5	and	and	CCONJ
fsr-4002	339	6	planning	planning	NOUN
fsr-4002	339	7	.	.	PUNCT
fsr-4002	340	1	https://doi.org/10.1891/jfcp19-00002	https://doi.org/10.1891/jfcp19-00002	PROPN
fsr-4002	340	2	kokab	kokab	PROPN
fsr-4002	340	3	,	,	PUNCT
fsr-4002	340	4	s.t	s.t	PROPN
fsr-4002	340	5	.	.	PROPN
fsr-4002	340	6	,	,	PUNCT
fsr-4002	340	7	asghar	asghar	PROPN
fsr-4002	340	8	,	,	PUNCT
fsr-4002	340	9	s.	s.	PROPN
fsr-4002	340	10	,	,	PUNCT
fsr-4002	340	11	&	&	CCONJ
fsr-4002	340	12	naz	naz	PROPN
fsr-4002	340	13	,	,	PUNCT
fsr-4002	340	14	s.	s.	PROPN
fsr-4002	340	15	(	(	PUNCT
fsr-4002	340	16	2022	2022	NUM
fsr-4002	340	17	)	)	PUNCT
fsr-4002	340	18	.	.	PUNCT
fsr-4002	341	1	transformer	transformer	NOUN
fsr-4002	341	2	-	-	PUNCT
fsr-4002	341	3	based	base	VERB
fsr-4002	341	4	deep	deep	ADJ
fsr-4002	341	5	learning	learning	NOUN
fsr-4002	341	6	models	model	NOUN
fsr-4002	341	7	for	for	ADP
fsr-4002	341	8	the	the	DET
fsr-4002	341	9	sentiment	sentiment	NOUN
fsr-4002	341	10	analysis	analysis	NOUN
fsr-4002	341	11	of	of	ADP
fsr-4002	341	12	social	social	ADJ
fsr-4002	341	13	media	medium	NOUN
fsr-4002	341	14	data	datum	NOUN
fsr-4002	341	15	.	.	PUNCT
fsr-4002	342	1	array	array	NOUN
fsr-4002	342	2	,	,	PUNCT
fsr-4002	342	3	14	14	NUM
fsr-4002	342	4	,	,	PUNCT
fsr-4002	342	5	100157	100157	NUM
fsr-4002	342	6	.	.	PUNCT
fsr-4002	343	1	https://doi.org/10.1016/j.array.2022.100	https://doi.org/10.1016/j.array.2022.100	ADP
fsr-4002	343	2	157	157	NUM
fsr-4002	343	3	kouloumpis	kouloumpis	PROPN
fsr-4002	343	4	,	,	PUNCT
fsr-4002	343	5	e.	e.	PROPN
fsr-4002	343	6	,	,	PUNCT
fsr-4002	343	7	wilson	wilson	PROPN
fsr-4002	343	8	,	,	PUNCT
fsr-4002	343	9	t.	t.	PROPN
fsr-4002	343	10	,	,	PUNCT
fsr-4002	343	11	&	&	CCONJ
fsr-4002	343	12	moore	moore	PROPN
fsr-4002	343	13	,	,	PUNCT
fsr-4002	343	14	j.	j.	PROPN
fsr-4002	343	15	(	(	PUNCT
fsr-4002	343	16	2011	2011	NUM
fsr-4002	343	17	)	)	PUNCT
fsr-4002	343	18	.	.	PUNCT
fsr-4002	344	1	twitter	twitter	NOUN
fsr-4002	344	2	sentiment	sentiment	NOUN
fsr-4002	344	3	analysis	analysis	NOUN
fsr-4002	344	4	:	:	PUNCT
fsr-4002	344	5	the	the	DET
fsr-4002	344	6	good	good	ADJ
fsr-4002	344	7	the	the	DET
fsr-4002	344	8	bad	bad	ADJ
fsr-4002	344	9	and	and	CCONJ
fsr-4002	344	10	the	the	DET
fsr-4002	344	11	omg	omg	PROPN
fsr-4002	344	12	!	!	PROPN
fsr-4002	344	13	proceedings	proceeding	NOUN
fsr-4002	344	14	of	of	ADP
fsr-4002	344	15	the	the	DET
fsr-4002	344	16	international	international	ADJ
fsr-4002	344	17	aaai	aaai	PROPN
fsr-4002	344	18	conference	conference	PROPN
fsr-4002	344	19	on	on	ADP
fsr-4002	344	20	web	web	NOUN
fsr-4002	344	21	and	and	CCONJ
fsr-4002	344	22	social	social	ADJ
fsr-4002	344	23	media	medium	NOUN
fsr-4002	344	24	,	,	PUNCT
fsr-4002	344	25	5(1	5(1	NUM
fsr-4002	344	26	)	)	PUNCT
fsr-4002	344	27	,	,	PUNCT
fsr-4002	344	28	article	article	NOUN
fsr-4002	344	29	1	1	NUM
fsr-4002	344	30	.	.	PUNCT
fsr-4002	345	1	https://doi.org/10.1609/icwsm.v5i1.1418	https://doi.org/10.1609/icwsm.v5i1.1418	NOUN
fsr-4002	345	2	5	5	NUM
fsr-4002	345	3	mountain	mountain	NOUN
fsr-4002	345	4	,	,	PUNCT
fsr-4002	345	5	t.	t.	PROPN
fsr-4002	345	6	p.	p.	PROPN
fsr-4002	345	7	,	,	PUNCT
fsr-4002	345	8	cao	cao	PROPN
fsr-4002	345	9	,	,	PUNCT
fsr-4002	345	10	x.	x.	PROPN
fsr-4002	345	11	,	,	PUNCT
fsr-4002	345	12	kim	kim	PROPN
fsr-4002	345	13	,	,	PUNCT
fsr-4002	345	14	n.	n.	NOUN
fsr-4002	345	15	,	,	PUNCT
fsr-4002	345	16	&	&	CCONJ
fsr-4002	345	17	gutter	gutter	NOUN
fsr-4002	345	18	,	,	PUNCT
fsr-4002	345	19	m.	m.	NOUN
fsr-4002	345	20	s.	s.	PROPN
fsr-4002	345	21	(	(	PUNCT
fsr-4002	345	22	2020	2020	NUM
fsr-4002	345	23	)	)	PUNCT
fsr-4002	345	24	.	.	PUNCT
fsr-4002	346	1	millennials	millennial	NOUN
fsr-4002	346	2	’	'	PUNCT
fsr-4002	346	3	future	future	ADJ
fsr-4002	346	4	homeownership	homeownership	NOUN
fsr-4002	346	5	and	and	CCONJ
fsr-4002	346	6	the	the	DET
fsr-4002	346	7	role	role	NOUN
fsr-4002	346	8	of	of	ADP
fsr-4002	346	9	student	student	NOUN
fsr-4002	346	10	loan	loan	NOUN
fsr-4002	346	11	debt	debt	NOUN
fsr-4002	346	12	.	.	PUNCT
fsr-4002	347	1	family	family	NOUN
fsr-4002	347	2	and	and	CCONJ
fsr-4002	347	3	consumer	consumer	NOUN
fsr-4002	347	4	sciences	sciences	PROPN
fsr-4002	347	5	research	research	NOUN
fsr-4002	347	6	journal	journal	PROPN
fsr-4002	347	7	,	,	PUNCT
fsr-4002	347	8	49(1	49(1	NOUN
fsr-4002	347	9	)	)	PUNCT
fsr-4002	347	10	,	,	PUNCT
fsr-4002	347	11	5–23	5–23	PROPN
fsr-4002	347	12	.	.	PUNCT
fsr-4002	348	1	https://doi.org/10.1111/fcsr.12374	https://doi.org/10.1111/fcsr.12374	PROPN
fsr-4002	348	2	nadeem	nadeem	PROPN
fsr-4002	348	3	,	,	PUNCT
fsr-4002	348	4	m.	m.	NOUN
fsr-4002	348	5	,	,	PUNCT
fsr-4002	348	6	horn	horn	NOUN
fsr-4002	348	7	,	,	PUNCT
fsr-4002	348	8	m.	m.	NOUN
fsr-4002	348	9	,	,	PUNCT
fsr-4002	348	10	coppersmith	coppersmith	PROPN
fsr-4002	348	11	,	,	PUNCT
fsr-4002	348	12	g.	g.	PROPN
fsr-4002	348	13	,	,	PUNCT
fsr-4002	348	14	&	&	CCONJ
fsr-4002	348	15	sen	sen	PROPN
fsr-4002	348	16	,	,	PUNCT
fsr-4002	348	17	s.	s.	PROPN
fsr-4002	348	18	(	(	PUNCT
fsr-4002	348	19	2016	2016	NUM
fsr-4002	348	20	)	)	PUNCT
fsr-4002	348	21	.	.	PUNCT
fsr-4002	349	1	identifying	identify	VERB
fsr-4002	349	2	depression	depression	NOUN
fsr-4002	349	3	on	on	ADP
fsr-4002	349	4	twitter	twitter	NOUN
fsr-4002	349	5	(	(	PUNCT
fsr-4002	349	6	arxiv:1607.07384	arxiv:1607.07384	NUM
fsr-4002	349	7	)	)	PUNCT
fsr-4002	349	8	.	.	PUNCT
fsr-4002	350	1	arxiv	arxiv	PROPN
fsr-4002	350	2	.	.	PUNCT
fsr-4002	351	1	https://doi.org/10.48550/arxiv.1607.073	https://doi.org/10.48550/arxiv.1607.073	NOUN
fsr-4002	351	2	84	84	NUM
fsr-4002	351	3	national	national	ADJ
fsr-4002	351	4	center	center	NOUN
fsr-4002	351	5	for	for	ADP
fsr-4002	351	6	education	education	NOUN
fsr-4002	351	7	statistics	statistic	NOUN
fsr-4002	351	8	.	.	PUNCT
fsr-4002	352	1	(	(	PUNCT
fsr-4002	352	2	2023	2023	NUM
fsr-4002	352	3	,	,	PUNCT
fsr-4002	352	4	november	november	PROPN
fsr-4002	352	5	11	11	NUM
fsr-4002	352	6	)	)	PUNCT
fsr-4002	352	7	.	.	PUNCT
fsr-4002	353	1	price	price	NOUN
fsr-4002	353	2	of	of	ADP
fsr-4002	353	3	attending	attend	VERB
fsr-4002	353	4	an	an	DET
fsr-4002	353	5	undergraduate	undergraduate	ADJ
fsr-4002	353	6	institution	institution	NOUN
fsr-4002	353	7	.	.	PUNCT
fsr-4002	354	1	u.s	u.s	PROPN
fsr-4002	354	2	.	.	PROPN
fsr-4002	354	3	department	department	PROPN
fsr-4002	354	4	of	of	ADP
fsr-4002	354	5	education	education	PROPN
fsr-4002	354	6	,	,	PUNCT
fsr-4002	354	7	institute	institute	NOUN
fsr-4002	354	8	of	of	ADP
fsr-4002	354	9	education	education	PROPN
fsr-4002	354	10	sciences	science	NOUN
fsr-4002	354	11	.	.	PUNCT
fsr-4002	355	1	https://nces.ed.gov/programs/coe/indicat	https://nces.ed.gov/programs/coe/indicat	NOUN
fsr-4002	355	2	or	or	CCONJ
fsr-4002	355	3	/	/	SYM
fsr-4002	355	4	cua	cua	ADJ
fsr-4002	355	5	nuckols	nuckol	NOUN
fsr-4002	355	6	,	,	PUNCT
fsr-4002	355	7	w.	w.	PROPN
fsr-4002	355	8	,	,	PUNCT
fsr-4002	355	9	bullington	bullington	PROPN
fsr-4002	355	10	,	,	PUNCT
fsr-4002	355	11	k.	k.	PROPN
fsr-4002	355	12	e.	e.	PROPN
fsr-4002	355	13	,	,	PUNCT
fsr-4002	355	14	&	&	CCONJ
fsr-4002	355	15	gregory	gregory	PROPN
fsr-4002	355	16	,	,	PUNCT
fsr-4002	355	17	d.	d.	PROPN
fsr-4002	355	18	e.	e.	PROPN
fsr-4002	355	19	(	(	PUNCT
fsr-4002	355	20	2020	2020	NUM
fsr-4002	355	21	)	)	PUNCT
fsr-4002	355	22	.	.	PUNCT
fsr-4002	355	23	was	be	AUX
fsr-4002	355	24	it	it	PRON
fsr-4002	355	25	worth	worth	ADJ
fsr-4002	355	26	it	it	PRON
fsr-4002	355	27	?	?	PUNCT
fsr-4002	356	1	using	use	VERB
fsr-4002	356	2	student	student	NOUN
fsr-4002	356	3	loans	loan	NOUN
fsr-4002	356	4	to	to	PART
fsr-4002	356	5	finance	finance	VERB
fsr-4002	356	6	a	a	DET
fsr-4002	356	7	college	college	NOUN
fsr-4002	356	8	degree	degree	NOUN
fsr-4002	356	9	.	.	PUNCT
fsr-4002	357	1	higher	high	ADJ
fsr-4002	357	2	education	education	NOUN
fsr-4002	357	3	politics	politic	NOUN
fsr-4002	357	4	&	&	CCONJ
fsr-4002	357	5	economics	economic	NOUN
fsr-4002	357	6	,	,	PUNCT
fsr-4002	357	7	6(1	6(1	NUM
fsr-4002	357	8	)	)	PUNCT
fsr-4002	357	9	,	,	PUNCT
fsr-4002	357	10	article	article	NOUN
fsr-4002	357	11	1	1	NUM
fsr-4002	357	12	.	.	PUNCT
fsr-4002	358	1	https://doi.org/10.32674/hepe.v6i1.1358	https://doi.org/10.32674/hepe.v6i1.1358	PROPN
fsr-4002	358	2	ortiz	ortiz	NOUN
fsr-4002	358	3	-	-	PUNCT
fsr-4002	358	4	ospina	ospina	PROPN
fsr-4002	358	5	,	,	PUNCT
fsr-4002	358	6	e.	e.	PROPN
fsr-4002	358	7	(	(	PUNCT
fsr-4002	358	8	2019	2019	NUM
fsr-4002	358	9	,	,	PUNCT
fsr-4002	358	10	september	september	PROPN
fsr-4002	358	11	20	20	NUM
fsr-4002	358	12	)	)	PUNCT
fsr-4002	358	13	.	.	PUNCT
fsr-4002	359	1	the	the	DET
fsr-4002	359	2	rise	rise	NOUN
fsr-4002	359	3	of	of	ADP
fsr-4002	359	4	social	social	ADJ
fsr-4002	359	5	media	medium	NOUN
fsr-4002	359	6	.	.	PUNCT
fsr-4002	360	1	ourworldindata.org	ourworldindata.org	X
fsr-4002	360	2	.	.	PUNCT
fsr-4002	361	1	https://ourworldindata.org/rise-of-socialmedia	https://ourworldindata.org/rise-of-socialmedia	PROPN
fsr-4002	361	2	padmalal	padmalal	PROPN
fsr-4002	361	3	,	,	PUNCT
fsr-4002	361	4	s.	s.	PROPN
fsr-4002	361	5	,	,	PUNCT
fsr-4002	361	6	dayanand	dayanand	PROPN
fsr-4002	361	7	,	,	PUNCT
fsr-4002	361	8	i.	i.	PROPN
fsr-4002	361	9	e.	e.	PROPN
fsr-4002	361	10	,	,	PUNCT
fsr-4002	361	11	rao	rao	PROPN
fsr-4002	361	12	,	,	PUNCT
fsr-4002	361	13	g.	g.	PROPN
fsr-4002	361	14	s.	s.	PROPN
fsr-4002	361	15	,	,	PUNCT
fsr-4002	361	16	&	&	CCONJ
fsr-4002	361	17	gore	gore	PROPN
fsr-4002	361	18	,	,	PUNCT
fsr-4002	361	19	s.	s.	PROPN
fsr-4002	361	20	(	(	PUNCT
fsr-4002	361	21	2024	2024	NUM
fsr-4002	361	22	)	)	PUNCT
fsr-4002	361	23	.	.	PUNCT
fsr-4002	362	1	enhancing	enhance	VERB
fsr-4002	362	2	sentiment	sentiment	NOUN
fsr-4002	362	3	analysis	analysis	NOUN
fsr-4002	362	4	in	in	ADP
fsr-4002	362	5	social	social	ADJ
fsr-4002	362	6	media	medium	NOUN
fsr-4002	362	7	texts	text	NOUN
fsr-4002	362	8	using	use	VERB
fsr-4002	362	9	transformerbased	transformerbase	VERB
fsr-4002	362	10	nlp	nlp	NOUN
fsr-4002	362	11	models	model	NOUN
fsr-4002	362	12	.	.	PUNCT
fsr-4002	363	1	international	international	ADJ
fsr-4002	363	2	journal	journal	NOUN
fsr-4002	363	3	of	of	ADP
fsr-4002	363	4	electrical	electrical	ADJ
fsr-4002	363	5	and	and	CCONJ
fsr-4002	363	6	electronics	electronic	NOUN
fsr-4002	363	7	engineering	engineering	NOUN
fsr-4002	363	8	,	,	PUNCT
fsr-4002	363	9	11(8	11(8	NUM
fsr-4002	363	10	)	)	PUNCT
fsr-4002	363	11	,	,	PUNCT
fsr-4002	363	12	208–216	208–216	NUM
fsr-4002	363	13	.	.	PUNCT
fsr-4002	364	1	https://doi.org/10.14445/23488379/ijee	https://doi.org/10.14445/23488379/ijee	PROPN
fsr-4002	364	2	e	e	PROPN
fsr-4002	364	3	-	-	PROPN
fsr-4002	364	4	v11i8p118	v11i8p118	VERB
fsr-4002	364	5	preoţiuc	preoţiuc	NOUN
fsr-4002	364	6	-	-	PUNCT
fsr-4002	364	7	pietro	pietro	NOUN
fsr-4002	364	8	,	,	PUNCT
fsr-4002	364	9	d.	d.	PROPN
fsr-4002	364	10	,	,	PUNCT
fsr-4002	364	11	eichstaedt	eichstaedt	PROPN
fsr-4002	364	12	,	,	PUNCT
fsr-4002	364	13	j.	j.	PROPN
fsr-4002	364	14	,	,	PUNCT
fsr-4002	364	15	park	park	PROPN
fsr-4002	364	16	,	,	PUNCT
fsr-4002	364	17	g.	g.	PROPN
fsr-4002	364	18	,	,	PUNCT
fsr-4002	364	19	sap	sap	PROPN
fsr-4002	364	20	,	,	PUNCT
fsr-4002	364	21	m.	m.	NOUN
fsr-4002	364	22	,	,	PUNCT
fsr-4002	364	23	smith	smith	PROPN
fsr-4002	364	24	,	,	PUNCT
fsr-4002	364	25	l.	l.	PROPN
fsr-4002	364	26	,	,	PUNCT
fsr-4002	364	27	tobolsky	tobolsky	NOUN
fsr-4002	364	28	,	,	PUNCT
fsr-4002	364	29	v.	v.	PROPN
fsr-4002	364	30	,	,	PUNCT
fsr-4002	364	31	schwartz	schwartz	PROPN
fsr-4002	364	32	,	,	PUNCT
fsr-4002	364	33	h.	h.	PROPN
fsr-4002	364	34	a.	a.	PROPN
fsr-4002	364	35	,	,	PUNCT
fsr-4002	364	36	&	&	CCONJ
fsr-4002	364	37	ungar	ungar	PROPN
fsr-4002	364	38	,	,	PUNCT
fsr-4002	364	39	l.	l.	PROPN
fsr-4002	364	40	(	(	PUNCT
fsr-4002	364	41	2015	2015	NUM
fsr-4002	364	42	)	)	PUNCT
fsr-4002	364	43	.	.	PUNCT
fsr-4002	365	1	the	the	DET
fsr-4002	365	2	role	role	NOUN
fsr-4002	365	3	of	of	ADP
fsr-4002	365	4	personality	personality	NOUN
fsr-4002	365	5	,	,	PUNCT
fsr-4002	365	6	age	age	NOUN
fsr-4002	365	7	,	,	PUNCT
fsr-4002	365	8	and	and	CCONJ
fsr-4002	365	9	gender	gender	NOUN
fsr-4002	365	10	in	in	ADP
fsr-4002	365	11	tweeting	tweet	VERB
fsr-4002	365	12	about	about	ADP
fsr-4002	365	13	mental	mental	ADJ
fsr-4002	365	14	illness	illness	NOUN
fsr-4002	365	15	.	.	PUNCT
fsr-4002	366	1	proceedings	proceeding	NOUN
fsr-4002	366	2	of	of	ADP
fsr-4002	366	3	the	the	DET
fsr-4002	366	4	2nd	2nd	ADJ
fsr-4002	366	5	workshop	workshop	NOUN
fsr-4002	366	6	on	on	ADP
fsr-4002	366	7	computational	computational	ADJ
fsr-4002	366	8	linguistics	linguistic	NOUN
fsr-4002	366	9	and	and	CCONJ
fsr-4002	366	10	clinical	clinical	ADJ
fsr-4002	366	11	psychology	psychology	NOUN
fsr-4002	366	12	:	:	PUNCT
fsr-4002	366	13	from	from	ADP
fsr-4002	366	14	linguistic	linguistic	ADJ
fsr-4002	366	15	signal	signal	NOUN
fsr-4002	366	16	to	to	ADP
fsr-4002	366	17	clinical	clinical	ADJ
fsr-4002	366	18	reality	reality	NOUN
fsr-4002	366	19	,	,	PUNCT
fsr-4002	366	20	21–30	21–30	NUM
fsr-4002	366	21	.	.	PUNCT
fsr-4002	367	1	https://doi.org/10.3115/v1/w15-1203	https://doi.org/10.3115/v1/w15-1203	PROPN
fsr-4002	367	2	qian	qian	PROPN
fsr-4002	367	3	,	,	PUNCT
fsr-4002	367	4	y.	y.	PROPN
fsr-4002	367	5	,	,	PUNCT
fsr-4002	367	6	&	&	CCONJ
fsr-4002	367	7	fan	fan	PROPN
fsr-4002	367	8	,	,	PUNCT
fsr-4002	367	9	w.	w.	PROPN
fsr-4002	367	10	(	(	PUNCT
fsr-4002	367	11	2023	2023	NUM
fsr-4002	367	12	)	)	PUNCT
fsr-4002	367	13	.	.	PUNCT
fsr-4002	368	1	student	student	NOUN
fsr-4002	368	2	loans	loan	NOUN
fsr-4002	368	3	,	,	PUNCT
fsr-4002	368	4	mental	mental	ADJ
fsr-4002	368	5	health	health	NOUN
fsr-4002	368	6	,	,	PUNCT
fsr-4002	368	7	and	and	CCONJ
fsr-4002	368	8	substance	substance	NOUN
fsr-4002	368	9	use	use	NOUN
fsr-4002	368	10	:	:	PUNCT
fsr-4002	368	11	a	a	DET
fsr-4002	368	12	gender	gender	NOUN
fsr-4002	368	13	comparison	comparison	NOUN
fsr-4002	368	14	among	among	ADP
fsr-4002	368	15	us	we	PRON
fsr-4002	368	16	young	young	ADJ
fsr-4002	368	17	adults	adult	NOUN
fsr-4002	368	18	.	.	PUNCT
fsr-4002	369	1	journal	journal	PROPN
fsr-4002	369	2	of	of	ADP
fsr-4002	369	3	american	american	PROPN
fsr-4002	369	4	college	college	PROPN
fsr-4002	369	5	health	health	PROPN
fsr-4002	369	6	,	,	PUNCT
fsr-4002	369	7	71(3	71(3	NUM
fsr-4002	369	8	)	)	PUNCT
fsr-4002	369	9	,	,	PUNCT
fsr-4002	369	10	930–941	930–941	NUM
fsr-4002	369	11	.	.	PUNCT
fsr-4002	370	1	https://doi.org/10.1080/07448481.2021	https://doi.org/10.1080/07448481.2021	NOUN
fsr-4002	370	2	.	.	PUNCT
fsr-4002	371	1	1909046	1909046	NUM
fsr-4002	371	2	reece	reece	PROPN
fsr-4002	371	3	,	,	PUNCT
fsr-4002	371	4	a.	a.	NOUN
fsr-4002	371	5	g.	g.	PROPN
fsr-4002	371	6	,	,	PUNCT
fsr-4002	371	7	reagan	reagan	PROPN
fsr-4002	371	8	,	,	PUNCT
fsr-4002	371	9	a.	a.	PROPN
fsr-4002	371	10	j.	j.	PROPN
fsr-4002	371	11	,	,	PUNCT
fsr-4002	371	12	lix	lix	PROPN
fsr-4002	371	13	,	,	PUNCT
fsr-4002	371	14	k.	k.	PROPN
fsr-4002	371	15	l.	l.	PROPN
fsr-4002	371	16	m.	m.	PROPN
fsr-4002	371	17	,	,	PUNCT
fsr-4002	371	18	dodds	dodds	PROPN
fsr-4002	371	19	,	,	PUNCT
fsr-4002	371	20	p.	p.	PROPN
fsr-4002	371	21	s.	s.	PROPN
fsr-4002	371	22	,	,	PUNCT
fsr-4002	371	23	danforth	danforth	PROPN
fsr-4002	371	24	,	,	PUNCT
fsr-4002	371	25	c.	c.	PROPN
fsr-4002	371	26	m.	m.	PROPN
fsr-4002	371	27	,	,	PUNCT
fsr-4002	371	28	&	&	CCONJ
fsr-4002	371	29	langer	langer	PROPN
fsr-4002	371	30	,	,	PUNCT
fsr-4002	371	31	e.	e.	PROPN
fsr-4002	371	32	j.	j.	PROPN
fsr-4002	371	33	(	(	PUNCT
fsr-4002	371	34	2017	2017	NUM
fsr-4002	371	35	)	)	PUNCT
fsr-4002	371	36	.	.	PUNCT
fsr-4002	372	1	forecasting	forecast	VERB
fsr-4002	372	2	the	the	DET
fsr-4002	372	3	onset	onset	NOUN
fsr-4002	372	4	and	and	CCONJ
fsr-4002	372	5	course	course	NOUN
fsr-4002	372	6	of	of	ADP
fsr-4002	372	7	mental	mental	ADJ
fsr-4002	372	8	illness	illness	NOUN
fsr-4002	372	9	with	with	ADP
fsr-4002	372	10	twitter	twitter	NOUN
fsr-4002	372	11	data	data	PROPN
fsr-4002	372	12	.	.	PUNCT
fsr-4002	373	1	scientific	scientific	ADJ
fsr-4002	373	2	reports	report	NOUN
fsr-4002	373	3	,	,	PUNCT
fsr-4002	373	4	7(1	7(1	NUM
fsr-4002	373	5	)	)	PUNCT
fsr-4002	373	6	,	,	PUNCT
fsr-4002	373	7	13006	13006	NUM
fsr-4002	373	8	.	.	PUNCT
fsr-4002	374	1	https://doi.org/10.1038/s41598-01712961-9	https://doi.org/10.1038/s41598-01712961-9	ADJ
fsr-4002	374	2	robb	robb	VERB
fsr-4002	374	3	,	,	PUNCT
fsr-4002	374	4	c.	c.	PROPN
fsr-4002	374	5	a.	a.	PROPN
fsr-4002	374	6	,	,	PUNCT
fsr-4002	374	7	chatterjee	chatterjee	PROPN
fsr-4002	374	8	,	,	PUNCT
fsr-4002	374	9	s.	s.	PROPN
fsr-4002	374	10	,	,	PUNCT
fsr-4002	374	11	porto	porto	PROPN
fsr-4002	374	12	,	,	PUNCT
fsr-4002	374	13	n.	n.	NOUN
fsr-4002	374	14	,	,	PUNCT
fsr-4002	374	15	&	&	CCONJ
fsr-4002	374	16	cude	cude	PROPN
fsr-4002	374	17	,	,	PUNCT
fsr-4002	374	18	b.	b.	PROPN
fsr-4002	374	19	j.	j.	PROPN
fsr-4002	374	20	(	(	PUNCT
fsr-4002	374	21	2019	2019	NUM
fsr-4002	374	22	)	)	PUNCT
fsr-4002	374	23	.	.	PUNCT
fsr-4002	375	1	the	the	DET
fsr-4002	375	2	influence	influence	NOUN
fsr-4002	375	3	of	of	ADP
fsr-4002	375	4	student	student	NOUN
fsr-4002	375	5	loan	loan	NOUN
fsr-4002	375	6	debt	debt	NOUN
fsr-4002	375	7	on	on	ADP
fsr-4002	375	8	financial	financial	ADJ
fsr-4002	375	9	satisfaction	satisfaction	NOUN
fsr-4002	375	10	.	.	PUNCT
fsr-4002	376	1	journal	journal	NOUN
fsr-4002	376	2	of	of	ADP
fsr-4002	376	3	https://doi.org/10.48550/arxiv.1607.07384	https://doi.org/10.48550/arxiv.1607.07384	PROPN
fsr-4002	376	4	https://doi.org/10.48550/arxiv.1607.07384	https://doi.org/10.48550/arxiv.1607.07384	PROPN
fsr-4002	376	5	https://doi.org/10.1038/s41598-017-12961-9	https://doi.org/10.1038/s41598-017-12961-9	NUM
fsr-4002	376	6	https://doi.org/10.1038/s41598-017-12961-9	https://doi.org/10.1038/s41598-017-12961-9	NUM
fsr-4002	376	7	financial	financial	ADJ
fsr-4002	376	8	services	service	NOUN
fsr-4002	376	9	review	review	NOUN
fsr-4002	376	10	,	,	PUNCT
fsr-4002	376	11	33(2	33(2	NUM
fsr-4002	376	12	)	)	PUNCT
fsr-4002	376	13	54	54	NUM
fsr-4002	376	14	family	family	NOUN
fsr-4002	376	15	and	and	CCONJ
fsr-4002	376	16	economic	economic	ADJ
fsr-4002	376	17	issues	issue	NOUN
fsr-4002	376	18	,	,	PUNCT
fsr-4002	376	19	40(1	40(1	NOUN
fsr-4002	376	20	)	)	PUNCT
fsr-4002	376	21	,	,	PUNCT
fsr-4002	376	22	51	51	NUM
fsr-4002	376	23	–	–	PUNCT
fsr-4002	376	24	73	73	NUM
fsr-4002	376	25	.	.	PUNCT
fsr-4002	377	1	https://doi.org/10.1007/s10834-0189599-y	https://doi.org/10.1007/s10834-0189599-y	PRON
fsr-4002	377	2	sato	sato	PROPN
fsr-4002	377	3	,	,	PUNCT
fsr-4002	377	4	y.	y.	PROPN
fsr-4002	377	5	,	,	PUNCT
fsr-4002	377	6	watt	watt	NOUN
fsr-4002	377	7	,	,	PUNCT
fsr-4002	377	8	r.	r.	PROPN
fsr-4002	377	9	g.	g.	PROPN
fsr-4002	377	10	,	,	PUNCT
fsr-4002	377	11	saijo	saijo	PROPN
fsr-4002	377	12	,	,	PUNCT
fsr-4002	377	13	y.	y.	PROPN
fsr-4002	377	14	,	,	PUNCT
fsr-4002	377	15	yoshioka	yoshioka	PROPN
fsr-4002	377	16	,	,	PUNCT
fsr-4002	377	17	e.	e.	PROPN
fsr-4002	377	18	,	,	PUNCT
fsr-4002	377	19	&	&	CCONJ
fsr-4002	377	20	osaka	osaka	PROPN
fsr-4002	377	21	,	,	PUNCT
fsr-4002	377	22	k.	k.	PROPN
fsr-4002	377	23	(	(	PUNCT
fsr-4002	377	24	2020	2020	NUM
fsr-4002	377	25	)	)	PUNCT
fsr-4002	377	26	.	.	PUNCT
fsr-4002	378	1	student	student	NOUN
fsr-4002	378	2	loans	loan	NOUN
fsr-4002	378	3	and	and	CCONJ
fsr-4002	378	4	psychological	psychological	ADJ
fsr-4002	378	5	distress	distress	NOUN
fsr-4002	378	6	:	:	PUNCT
fsr-4002	378	7	a	a	DET
fsr-4002	378	8	cross	cross	ADJ
fsr-4002	378	9	-	-	ADJ
fsr-4002	378	10	sectional	sectional	ADJ
fsr-4002	378	11	study	study	NOUN
fsr-4002	378	12	of	of	ADP
fsr-4002	378	13	young	young	ADJ
fsr-4002	378	14	adults	adult	NOUN
fsr-4002	378	15	in	in	ADP
fsr-4002	378	16	japan	japan	PROPN
fsr-4002	378	17	.	.	PUNCT
fsr-4002	379	1	journal	journal	PROPN
fsr-4002	379	2	of	of	ADP
fsr-4002	379	3	epidemiology	epidemiology	NOUN
fsr-4002	379	4	,	,	PUNCT
fsr-4002	379	5	30(10	30(10	NUM
fsr-4002	379	6	)	)	PUNCT
fsr-4002	379	7	,	,	PUNCT
fsr-4002	379	8	436–441	436–441	NUM
fsr-4002	379	9	.	.	PUNCT
fsr-4002	379	10	https://doi.org/10.2188/jea.je20190057	https://doi.org/10.2188/jea.je20190057	PROPN
fsr-4002	379	11	sharma	sharma	PROPN
fsr-4002	379	12	,	,	PUNCT
fsr-4002	379	13	u.	u.	PROPN
fsr-4002	379	14	,	,	PUNCT
fsr-4002	379	15	pandey	pandey	PROPN
fsr-4002	379	16	,	,	PUNCT
fsr-4002	379	17	p.	p.	PROPN
fsr-4002	379	18	,	,	PUNCT
fsr-4002	379	19	&	&	CCONJ
fsr-4002	379	20	kumar	kumar	PROPN
fsr-4002	379	21	,	,	PUNCT
fsr-4002	379	22	s.	s.	PROPN
fsr-4002	379	23	(	(	PUNCT
fsr-4002	379	24	2022	2022	NUM
fsr-4002	379	25	)	)	PUNCT
fsr-4002	379	26	.	.	PUNCT
fsr-4002	380	1	a	a	DET
fsr-4002	380	2	transformer	transformer	NOUN
fsr-4002	380	3	-	-	PUNCT
fsr-4002	380	4	based	base	VERB
fsr-4002	380	5	model	model	NOUN
fsr-4002	380	6	for	for	ADP
fsr-4002	380	7	evaluation	evaluation	NOUN
fsr-4002	380	8	of	of	ADP
fsr-4002	380	9	information	information	NOUN
fsr-4002	380	10	relevance	relevance	NOUN
fsr-4002	380	11	in	in	ADP
fsr-4002	380	12	online	online	ADJ
fsr-4002	380	13	socialmedia	socialmedia	NOUN
fsr-4002	380	14	:	:	PUNCT
fsr-4002	380	15	a	a	DET
fsr-4002	380	16	case	case	NOUN
fsr-4002	380	17	study	study	NOUN
fsr-4002	380	18	of	of	ADP
fsr-4002	380	19	covid-19	covid-19	PROPN
fsr-4002	380	20	media	medium	NOUN
fsr-4002	380	21	posts	post	NOUN
fsr-4002	380	22	.	.	PUNCT
fsr-4002	381	1	new	new	ADJ
fsr-4002	381	2	generation	generation	NOUN
fsr-4002	381	3	computing	computing	NOUN
fsr-4002	381	4	,	,	PUNCT
fsr-4002	381	5	40(4	40(4	NUM
fsr-4002	381	6	)	)	PUNCT
fsr-4002	381	7	,	,	PUNCT
fsr-4002	381	8	1029–1052	1029–1052	NUM
fsr-4002	381	9	.	.	PUNCT
fsr-4002	382	1	https://doi.org/10.1007/s00354-02100151-1	https://doi.org/10.1007/s00354-02100151-1	PROPN
fsr-4002	382	2	sinha	sinha	PROPN
fsr-4002	382	3	,	,	PUNCT
fsr-4002	382	4	g.	g.	PROPN
fsr-4002	382	5	r.	r.	PROPN
fsr-4002	382	6	,	,	PUNCT
fsr-4002	382	7	larrison	larrison	PROPN
fsr-4002	382	8	,	,	PUNCT
fsr-4002	382	9	c.	c.	PROPN
fsr-4002	382	10	r.	r.	PROPN
fsr-4002	382	11	,	,	PUNCT
fsr-4002	382	12	brooks	brooks	PROPN
fsr-4002	382	13	,	,	PUNCT
fsr-4002	382	14	i.	i.	PROPN
fsr-4002	382	15	,	,	PUNCT
fsr-4002	382	16	&	&	CCONJ
fsr-4002	382	17	kursuncu	kursuncu	PROPN
fsr-4002	382	18	,	,	PUNCT
fsr-4002	382	19	u.	u.	PROPN
fsr-4002	382	20	(	(	PUNCT
fsr-4002	382	21	2023	2023	NUM
fsr-4002	382	22	)	)	PUNCT
fsr-4002	382	23	.	.	PUNCT
fsr-4002	383	1	comparing	compare	VERB
fsr-4002	383	2	naturalistic	naturalistic	ADJ
fsr-4002	383	3	mental	mental	ADJ
fsr-4002	383	4	health	health	NOUN
fsr-4002	383	5	expressions	expression	NOUN
fsr-4002	383	6	on	on	ADP
fsr-4002	383	7	student	student	NOUN
fsr-4002	383	8	loan	loan	NOUN
fsr-4002	383	9	debts	debt	NOUN
fsr-4002	383	10	using	use	VERB
fsr-4002	383	11	reddit	reddit	NOUN
fsr-4002	383	12	and	and	CCONJ
fsr-4002	383	13	twitter	twitter	NOUN
fsr-4002	383	14	.	.	PUNCT
fsr-4002	384	1	journal	journal	NOUN
fsr-4002	384	2	of	of	ADP
fsr-4002	384	3	evidence	evidence	NOUN
fsr-4002	384	4	-	-	PUNCT
fsr-4002	384	5	based	base	VERB
fsr-4002	384	6	social	social	ADJ
fsr-4002	384	7	work	work	NOUN
fsr-4002	384	8	,	,	PUNCT
fsr-4002	384	9	20(5	20(5	NOUN
fsr-4002	384	10	)	)	PUNCT
fsr-4002	384	11	,	,	PUNCT
fsr-4002	384	12	727–742	727–742	NUM
fsr-4002	384	13	.	.	PUNCT
fsr-4002	385	1	https://doi.org/10.1080/26408066.2023	https://doi.org/10.1080/26408066.2023	NOUN
fsr-4002	385	2	.	.	PUNCT
fsr-4002	386	1	2202668	2202668	NUM
fsr-4002	386	2	tsugawa	tsugawa	NOUN
fsr-4002	386	3	,	,	PUNCT
fsr-4002	386	4	s.	s.	PROPN
fsr-4002	386	5	,	,	PUNCT
fsr-4002	386	6	kikuchi	kikuchi	PROPN
fsr-4002	386	7	,	,	PUNCT
fsr-4002	386	8	y.	y.	PROPN
fsr-4002	386	9	,	,	PUNCT
fsr-4002	386	10	kishino	kishino	PROPN
fsr-4002	386	11	,	,	PUNCT
fsr-4002	386	12	f.	f.	PROPN
fsr-4002	386	13	,	,	PUNCT
fsr-4002	386	14	nakajima	nakajima	PROPN
fsr-4002	386	15	,	,	PUNCT
fsr-4002	386	16	k.	k.	PROPN
fsr-4002	386	17	,	,	PUNCT
fsr-4002	386	18	itoh	itoh	PROPN
fsr-4002	386	19	,	,	PUNCT
fsr-4002	386	20	y.	y.	PROPN
fsr-4002	386	21	,	,	PUNCT
fsr-4002	386	22	&	&	CCONJ
fsr-4002	386	23	ohsaki	ohsaki	PROPN
fsr-4002	386	24	,	,	PUNCT
fsr-4002	386	25	h.	h.	PROPN
fsr-4002	386	26	(	(	PUNCT
fsr-4002	386	27	2015	2015	NUM
fsr-4002	386	28	)	)	PUNCT
fsr-4002	386	29	.	.	PUNCT
fsr-4002	387	1	recognizing	recognize	VERB
fsr-4002	387	2	depression	depression	NOUN
fsr-4002	387	3	from	from	ADP
fsr-4002	387	4	twitter	twitter	NOUN
fsr-4002	387	5	activity	activity	NOUN
fsr-4002	387	6	.	.	PUNCT
fsr-4002	388	1	proceedings	proceeding	NOUN
fsr-4002	388	2	of	of	ADP
fsr-4002	388	3	the	the	DET
fsr-4002	388	4	33rd	33rd	ADJ
fsr-4002	388	5	annual	annual	ADJ
fsr-4002	388	6	acm	acm	NOUN
fsr-4002	388	7	conference	conference	NOUN
fsr-4002	388	8	on	on	ADP
fsr-4002	388	9	human	human	ADJ
fsr-4002	388	10	factors	factor	NOUN
fsr-4002	388	11	in	in	ADP
fsr-4002	388	12	computing	computing	NOUN
fsr-4002	388	13	systems	system	NOUN
fsr-4002	388	14	,	,	PUNCT
fsr-4002	388	15	3187–3196	3187–3196	NUM
fsr-4002	388	16	.	.	PUNCT
fsr-4002	389	1	https://doi.org/10.1145/2702123.270228	https://doi.org/10.1145/2702123.270228	PROPN
fsr-4002	389	2	0	0	PROPN
fsr-4002	389	3	zhang	zhang	PROPN
fsr-4002	389	4	,	,	PUNCT
fsr-4002	389	5	q.	q.	PROPN
fsr-4002	389	6	,	,	PUNCT
fsr-4002	389	7	&	&	CCONJ
fsr-4002	389	8	kim	kim	PROPN
fsr-4002	389	9	,	,	PUNCT
fsr-4002	389	10	h.	h.	PROPN
fsr-4002	389	11	(	(	PUNCT
fsr-4002	389	12	2019	2019	NUM
fsr-4002	389	13	)	)	PUNCT
fsr-4002	389	14	.	.	PUNCT
fsr-4002	390	1	american	american	ADJ
fsr-4002	390	2	young	young	ADJ
fsr-4002	390	3	adults	adult	NOUN
fsr-4002	390	4	’	'	PUNCT
fsr-4002	390	5	debt	debt	NOUN
fsr-4002	390	6	and	and	CCONJ
fsr-4002	390	7	psychological	psychological	ADJ
fsr-4002	390	8	distress	distress	NOUN
fsr-4002	390	9	.	.	PUNCT
fsr-4002	391	1	journal	journal	NOUN
fsr-4002	391	2	of	of	ADP
fsr-4002	391	3	family	family	NOUN
fsr-4002	391	4	and	and	CCONJ
fsr-4002	391	5	economic	economic	ADJ
fsr-4002	391	6	issues	issue	NOUN
fsr-4002	391	7	,	,	PUNCT
fsr-4002	391	8	40(1	40(1	NOUN
fsr-4002	391	9	)	)	PUNCT
fsr-4002	391	10	,	,	PUNCT
fsr-4002	391	11	22–35	22–35	NUM
fsr-4002	391	12	.	.	PUNCT
fsr-4002	392	1	https://doi.org/10.1007/s10834-0189605-4	https://doi.org/10.1007/s10834-0189605-4	PROPN
fsr-4002	392	2	zimbra	zimbra	PROPN
fsr-4002	392	3	,	,	PUNCT
fsr-4002	392	4	d.	d.	PROPN
fsr-4002	392	5	,	,	PUNCT
fsr-4002	392	6	abbasi	abbasi	PROPN
fsr-4002	392	7	,	,	PUNCT
fsr-4002	392	8	a.	a.	PROPN
fsr-4002	392	9	,	,	PUNCT
fsr-4002	392	10	zeng	zeng	PROPN
fsr-4002	392	11	,	,	PUNCT
fsr-4002	392	12	d.	d.	PROPN
fsr-4002	392	13	,	,	PUNCT
fsr-4002	392	14	&	&	CCONJ
fsr-4002	392	15	chen	chen	PROPN
fsr-4002	392	16	,	,	PUNCT
fsr-4002	392	17	h.	h.	PROPN
fsr-4002	392	18	(	(	PUNCT
fsr-4002	392	19	2018	2018	NUM
fsr-4002	392	20	)	)	PUNCT
fsr-4002	392	21	.	.	PUNCT
fsr-4002	393	1	the	the	DET
fsr-4002	393	2	state	state	NOUN
fsr-4002	393	3	-	-	PUNCT
fsr-4002	393	4	of	of	ADP
fsr-4002	393	5	-	-	PUNCT
fsr-4002	393	6	the	the	DET
fsr-4002	393	7	-	-	PUNCT
fsr-4002	393	8	art	art	NOUN
fsr-4002	393	9	in	in	ADP
fsr-4002	393	10	twitter	twitter	NOUN
fsr-4002	393	11	sentiment	sentiment	NOUN
fsr-4002	393	12	analysis	analysis	NOUN
fsr-4002	393	13	:	:	PUNCT
fsr-4002	393	14	a	a	DET
fsr-4002	393	15	review	review	NOUN
fsr-4002	393	16	and	and	CCONJ
fsr-4002	393	17	benchmark	benchmark	NOUN
fsr-4002	393	18	evaluation	evaluation	NOUN
fsr-4002	393	19	.	.	PUNCT
fsr-4002	394	1	acm	acm	PROPN
fsr-4002	394	2	transactions	transaction	NOUN
fsr-4002	394	3	on	on	ADP
fsr-4002	394	4	management	management	NOUN
fsr-4002	394	5	information	information	NOUN
fsr-4002	394	6	systems	system	NOUN
fsr-4002	394	7	,	,	PUNCT
fsr-4002	394	8	9(2	9(2	NUM
fsr-4002	394	9	)	)	PUNCT
fsr-4002	394	10	,	,	PUNCT
fsr-4002	394	11	1–29	1–29	PROPN
fsr-4002	394	12	.	.	PUNCT
fsr-4002	394	13	https://doi.org/10.1145/3185045	https://doi.org/10.1145/3185045	PROPN