id	sid	tid	token	lemma	pos
stem-6727	1	1	335	335	NUM
stem-6727	1	2	american	american	ADJ
stem-6727	1	3	journal	journal	PROPN
stem-6727	1	4	of	of	ADP
stem-6727	1	5	language	language	NOUN
stem-6727	1	6	,	,	PUNCT
stem-6727	1	7	literacy	literacy	NOUN
stem-6727	1	8	and	and	CCONJ
stem-6727	1	9	learning	learn	VERB
stem-6727	1	10	in	in	ADP
stem-6727	1	11	stem	stem	NOUN
stem-6727	1	12	education	education	NOUN
stem-6727	1	13	www	www	PROPN
stem-6727	1	14	.	.	PROPN
stem-6727	2	1	grnjournal.us	grnjournal.us	PROPN
stem-6727	2	2	american	american	PROPN
stem-6727	2	3	journal	journal	PROPN
stem-6727	2	4	of	of	ADP
stem-6727	2	5	language	language	NOUN
stem-6727	2	6	,	,	PUNCT
stem-6727	2	7	literacy	literacy	NOUN
stem-6727	2	8	and	and	CCONJ
stem-6727	2	9	learning	learn	VERB
stem-6727	2	10	in	in	ADP
stem-6727	2	11	stem	stem	NOUN
stem-6727	2	12	education	education	NOUN
stem-6727	2	13	volume	volume	NOUN
stem-6727	2	14	3	3	NUM
stem-6727	2	15	,	,	PUNCT
stem-6727	2	16	issue	issue	NOUN
stem-6727	2	17	3	3	NUM
stem-6727	2	18	,	,	PUNCT
stem-6727	2	19	2025	2025	NUM
stem-6727	2	20	issn	issn	X
stem-6727	2	21	(	(	PUNCT
stem-6727	2	22	e	e	NOUN
stem-6727	2	23	):	):	PUNCT
stem-6727	2	24	2993	2993	NUM
stem-6727	2	25	-	-	SYM
stem-6727	2	26	2769	2769	NUM
stem-6727	2	27	a	a	DET
stem-6727	2	28	semiotic	semiotic	ADJ
stem-6727	2	29	-	-	PUNCT
stem-6727	2	30	stylistic	stylistic	ADJ
stem-6727	2	31	investigation	investigation	NOUN
stem-6727	2	32	of	of	ADP
stem-6727	2	33	affective	affective	ADJ
stem-6727	2	34	discourse	discourse	NOUN
stem-6727	2	35	in	in	ADP
stem-6727	2	36	social	social	ADJ
stem-6727	2	37	media	medium	NOUN
stem-6727	2	38	bushra	bushra	PROPN
stem-6727	2	39	abdultaj	abdultaj	PROPN
stem-6727	2	40	abdulameer	abdulameer	VERB
stem-6727	2	41	the	the	DET
stem-6727	2	42	open	open	ADJ
stem-6727	2	43	education	education	NOUN
stem-6727	2	44	college	college	NOUN
stem-6727	2	45	abstract	abstract	NOUN
stem-6727	2	46	.	.	PUNCT
stem-6727	3	1	the	the	DET
stem-6727	3	2	paper	paper	NOUN
stem-6727	3	3	explicates	explicate	VERB
stem-6727	3	4	in	in	ADP
stem-6727	3	5	detail	detail	NOUN
stem-6727	3	6	the	the	DET
stem-6727	3	7	interrelation	interrelation	NOUN
stem-6727	3	8	between	between	ADP
stem-6727	3	9	semiotics	semiotic	NOUN
stem-6727	3	10	and	and	CCONJ
stem-6727	3	11	stylistics	stylistic	NOUN
stem-6727	3	12	in	in	ADP
stem-6727	3	13	the	the	DET
stem-6727	3	14	context	context	NOUN
stem-6727	3	15	of	of	ADP
stem-6727	3	16	affective	affective	ADJ
stem-6727	3	17	discourse	discourse	NOUN
stem-6727	3	18	on	on	ADP
stem-6727	3	19	social	social	ADJ
stem-6727	3	20	media	medium	NOUN
stem-6727	3	21	,	,	PUNCT
stem-6727	3	22	which	which	PRON
stem-6727	3	23	is	be	AUX
stem-6727	3	24	rapidly	rapidly	ADV
stem-6727	3	25	evolving	evolve	VERB
stem-6727	3	26	in	in	ADP
stem-6727	3	27	the	the	DET
stem-6727	3	28	online	online	ADJ
stem-6727	3	29	domain	domain	NOUN
stem-6727	3	30	,	,	PUNCT
stem-6727	3	31	where	where	SCONJ
stem-6727	3	32	communication	communication	NOUN
stem-6727	3	33	dynamics	dynamic	NOUN
stem-6727	3	34	play	play	VERB
stem-6727	3	35	a	a	DET
stem-6727	3	36	significant	significant	ADJ
stem-6727	3	37	role	role	NOUN
stem-6727	3	38	in	in	ADP
stem-6727	3	39	shaping	shape	VERB
stem-6727	3	40	public	public	ADJ
stem-6727	3	41	sentiment	sentiment	NOUN
stem-6727	3	42	and	and	CCONJ
stem-6727	3	43	interactions	interaction	NOUN
stem-6727	3	44	.	.	PUNCT
stem-6727	4	1	while	while	SCONJ
stem-6727	4	2	digital	digital	ADJ
stem-6727	4	3	communications	communication	NOUN
stem-6727	4	4	are	be	AUX
stem-6727	4	5	growing	grow	VERB
stem-6727	4	6	,	,	PUNCT
stem-6727	4	7	marked	mark	VERB
stem-6727	4	8	with	with	ADP
stem-6727	4	9	varied	varied	ADJ
stem-6727	4	10	forms	form	NOUN
stem-6727	4	11	of	of	ADP
stem-6727	4	12	affect	affect	NOUN
stem-6727	4	13	,	,	PUNCT
stem-6727	4	14	the	the	DET
stem-6727	4	15	research	research	NOUN
stem-6727	4	16	regarding	regard	VERB
stem-6727	4	17	how	how	SCONJ
stem-6727	4	18	semiotic	semiotic	ADJ
stem-6727	4	19	and	and	CCONJ
stem-6727	4	20	stylistic	stylistic	ADJ
stem-6727	4	21	factors	factor	NOUN
stem-6727	4	22	combine	combine	VERB
stem-6727	4	23	to	to	PART
stem-6727	4	24	constitute	constitute	VERB
stem-6727	4	25	meaning	meaning	NOUN
stem-6727	4	26	and	and	CCONJ
stem-6727	4	27	emotional	emotional	ADJ
stem-6727	4	28	resonance	resonance	NOUN
stem-6727	4	29	in	in	ADP
stem-6727	4	30	such	such	ADJ
stem-6727	4	31	platforms	platform	NOUN
stem-6727	4	32	remains	remain	VERB
stem-6727	4	33	incomplete	incomplete	ADJ
stem-6727	4	34	.	.	PUNCT
stem-6727	5	1	the	the	DET
stem-6727	5	2	main	main	ADJ
stem-6727	5	3	goals	goal	NOUN
stem-6727	5	4	of	of	ADP
stem-6727	5	5	the	the	DET
stem-6727	5	6	present	present	ADJ
stem-6727	5	7	research	research	NOUN
stem-6727	5	8	are	be	AUX
stem-6727	5	9	to	to	PART
stem-6727	5	10	analyze	analyze	VERB
stem-6727	5	11	semiotic	semiotic	ADJ
stem-6727	5	12	resources	resource	NOUN
stem-6727	5	13	employed	employ	VERB
stem-6727	5	14	in	in	ADP
stem-6727	5	15	social	social	ADJ
stem-6727	5	16	media	medium	NOUN
stem-6727	5	17	discourse	discourse	NOUN
stem-6727	5	18	and	and	CCONJ
stem-6727	5	19	to	to	PART
stem-6727	5	20	investigate	investigate	VERB
stem-6727	5	21	stylistic	stylistic	ADJ
stem-6727	5	22	features	feature	NOUN
stem-6727	5	23	that	that	PRON
stem-6727	5	24	heighten	heighten	VERB
stem-6727	5	25	affective	affective	ADJ
stem-6727	5	26	involvement	involvement	NOUN
stem-6727	5	27	of	of	ADP
stem-6727	5	28	users	user	NOUN
stem-6727	5	29	.	.	PUNCT
stem-6727	6	1	thus	thus	ADV
stem-6727	6	2	,	,	PUNCT
stem-6727	6	3	a	a	DET
stem-6727	6	4	mixed	mix	VERB
stem-6727	6	5	-	-	PUNCT
stem-6727	6	6	methods	method	NOUN
stem-6727	6	7	approach	approach	NOUN
stem-6727	6	8	was	be	AUX
stem-6727	6	9	adopted	adopt	VERB
stem-6727	6	10	,	,	PUNCT
stem-6727	6	11	where	where	SCONJ
stem-6727	6	12	a	a	DET
stem-6727	6	13	qualitative	qualitative	ADJ
stem-6727	6	14	and	and	CCONJ
stem-6727	6	15	quantitative	quantitative	ADJ
stem-6727	6	16	analysis	analysis	NOUN
stem-6727	6	17	was	be	AUX
stem-6727	6	18	combined	combine	VERB
stem-6727	6	19	in	in	ADP
stem-6727	6	20	order	order	NOUN
stem-6727	6	21	for	for	SCONJ
stem-6727	6	22	the	the	DET
stem-6727	6	23	nature	nature	NOUN
stem-6727	6	24	of	of	ADP
stem-6727	6	25	affective	affective	ADJ
stem-6727	6	26	discourses	discourse	NOUN
stem-6727	6	27	to	to	PART
stem-6727	6	28	be	be	AUX
stem-6727	6	29	comprehensively	comprehensively	ADV
stem-6727	6	30	covered	cover	VERB
stem-6727	6	31	.	.	PUNCT
stem-6727	7	1	it	it	PRON
stem-6727	7	2	includes	include	VERB
stem-6727	7	3	all	all	DET
stem-6727	7	4	data	datum	NOUN
stem-6727	7	5	on	on	ADP
stem-6727	7	6	social	social	ADJ
stem-6727	7	7	media	medium	NOUN
stem-6727	7	8	platforms	platform	NOUN
stem-6727	7	9	such	such	ADJ
stem-6727	7	10	as	as	ADP
stem-6727	7	11	twitter	twitter	NOUN
stem-6727	7	12	,	,	PUNCT
stem-6727	7	13	instagram	instagram	PROPN
stem-6727	7	14	,	,	PUNCT
stem-6727	7	15	and	and	CCONJ
stem-6727	7	16	facebook	facebook	NOUN
stem-6727	7	17	.	.	PUNCT
stem-6727	8	1	the	the	DET
stem-6727	8	2	expressions	expression	NOUN
stem-6727	8	3	of	of	ADP
stem-6727	8	4	emotion	emotion	NOUN
stem-6727	8	5	,	,	PUNCT
stem-6727	8	6	emojis	emoji	NOUN
stem-6727	8	7	,	,	PUNCT
stem-6727	8	8	and	and	CCONJ
stem-6727	8	9	language	language	NOUN
stem-6727	8	10	choices	choice	NOUN
stem-6727	8	11	are	be	AUX
stem-6727	8	12	further	far	ADV
stem-6727	8	13	looked	look	VERB
stem-6727	8	14	into	into	ADP
stem-6727	8	15	.	.	PUNCT
stem-6727	9	1	preliminary	preliminary	ADJ
stem-6727	9	2	results	result	NOUN
stem-6727	9	3	show	show	VERB
stem-6727	9	4	that	that	SCONJ
stem-6727	9	5	semiotic	semiotic	ADJ
stem-6727	9	6	strategies	strategy	NOUN
stem-6727	9	7	-	-	PUNCT
stem-6727	9	8	for	for	ADP
stem-6727	9	9	instance	instance	NOUN
stem-6727	9	10	,	,	PUNCT
stem-6727	9	11	image	image	NOUN
stem-6727	9	12	,	,	PUNCT
stem-6727	9	13	symbol	symbol	NOUN
stem-6727	9	14	,	,	PUNCT
stem-6727	9	15	and	and	CCONJ
stem-6727	9	16	certain	certain	ADJ
stem-6727	9	17	linguistic	linguistic	ADJ
stem-6727	9	18	features	feature	NOUN
stem-6727	9	19	-	-	PUNCT
stem-6727	9	20	play	play	VERB
stem-6727	9	21	a	a	DET
stem-6727	9	22	vital	vital	ADJ
stem-6727	9	23	role	role	NOUN
stem-6727	9	24	in	in	ADP
stem-6727	9	25	driving	drive	VERB
stem-6727	9	26	users	user	NOUN
stem-6727	9	27	'	'	PART
stem-6727	9	28	emotional	emotional	ADJ
stem-6727	9	29	responses	response	NOUN
stem-6727	9	30	and	and	CCONJ
stem-6727	9	31	building	building	NOUN
stem-6727	9	32	community	community	NOUN
stem-6727	9	33	bonds	bond	NOUN
stem-6727	9	34	.	.	PUNCT
stem-6727	10	1	moreover	moreover	ADV
stem-6727	10	2	,	,	PUNCT
stem-6727	10	3	stylistic	stylistic	ADJ
stem-6727	10	4	devices	device	NOUN
stem-6727	10	5	such	such	ADJ
stem-6727	10	6	as	as	ADP
stem-6727	10	7	tone	tone	NOUN
stem-6727	10	8	,	,	PUNCT
stem-6727	10	9	narrative	narrative	NOUN
stem-6727	10	10	structure	structure	NOUN
stem-6727	10	11	,	,	PUNCT
stem-6727	10	12	and	and	CCONJ
stem-6727	10	13	even	even	ADV
stem-6727	10	14	word	word	NOUN
stem-6727	10	15	choices	choice	NOUN
stem-6727	10	16	go	go	VERB
stem-6727	10	17	a	a	DET
stem-6727	10	18	long	long	ADJ
stem-6727	10	19	way	way	NOUN
stem-6727	10	20	in	in	ADP
stem-6727	10	21	the	the	DET
stem-6727	10	22	expression	expression	NOUN
stem-6727	10	23	and	and	CCONJ
stem-6727	10	24	dissemination	dissemination	NOUN
stem-6727	10	25	of	of	ADP
stem-6727	10	26	an	an	DET
stem-6727	10	27	affective	affective	ADJ
stem-6727	10	28	message	message	NOUN
stem-6727	10	29	.	.	PUNCT
stem-6727	11	1	this	this	PRON
stem-6727	11	2	again	again	ADV
stem-6727	11	3	shows	show	VERB
stem-6727	11	4	the	the	DET
stem-6727	11	5	complex	complex	ADJ
stem-6727	11	6	interaction	interaction	NOUN
stem-6727	11	7	between	between	ADP
stem-6727	11	8	language	language	NOUN
stem-6727	11	9	and	and	CCONJ
stem-6727	11	10	emotion	emotion	NOUN
stem-6727	11	11	online	online	ADV
stem-6727	11	12	.	.	PUNCT
stem-6727	12	1	the	the	DET
stem-6727	12	2	findings	finding	NOUN
stem-6727	12	3	herein	herein	NOUN
stem-6727	12	4	presented	present	VERB
stem-6727	12	5	not	not	PART
stem-6727	12	6	only	only	ADV
stem-6727	12	7	provide	provide	VERB
stem-6727	12	8	an	an	DET
stem-6727	12	9	explanation	explanation	NOUN
stem-6727	12	10	of	of	ADP
stem-6727	12	11	how	how	SCONJ
stem-6727	12	12	affective	affective	ADJ
stem-6727	12	13	communication	communication	NOUN
stem-6727	12	14	works	work	VERB
stem-6727	12	15	in	in	ADP
stem-6727	12	16	digital	digital	ADJ
stem-6727	12	17	environments	environment	NOUN
stem-6727	12	18	but	but	CCONJ
stem-6727	12	19	also	also	ADV
stem-6727	12	20	contribute	contribute	VERB
stem-6727	12	21	to	to	ADP
stem-6727	12	22	more	more	ADJ
stem-6727	12	23	general	general	ADJ
stem-6727	12	24	discussions	discussion	NOUN
stem-6727	12	25	related	relate	VERB
stem-6727	12	26	to	to	ADP
stem-6727	12	27	the	the	DET
stem-6727	12	28	impact	impact	NOUN
stem-6727	12	29	of	of	ADP
stem-6727	12	30	social	social	ADJ
stem-6727	12	31	media	medium	NOUN
stem-6727	12	32	on	on	ADP
stem-6727	12	33	expressions	expression	NOUN
stem-6727	12	34	of	of	ADP
stem-6727	12	35	emotions	emotion	NOUN
stem-6727	12	36	and	and	CCONJ
stem-6727	12	37	on	on	ADP
stem-6727	12	38	processes	process	NOUN
stem-6727	12	39	of	of	ADP
stem-6727	12	40	identity	identity	NOUN
stem-6727	12	41	formation	formation	NOUN
stem-6727	12	42	.	.	PUNCT
stem-6727	13	1	key	key	ADJ
stem-6727	13	2	words	word	NOUN
stem-6727	13	3	:	:	PUNCT
stem-6727	13	4	semiotics	semiotic	NOUN
stem-6727	13	5	,	,	PUNCT
stem-6727	13	6	stylistics	stylistic	NOUN
stem-6727	13	7	,	,	PUNCT
stem-6727	13	8	affective	affective	NOUN
stem-6727	13	9	discourse	discourse	NOUN
stem-6727	13	10	,	,	PUNCT
stem-6727	13	11	social	social	ADJ
stem-6727	13	12	media	medium	NOUN
stem-6727	13	13	,	,	PUNCT
stem-6727	13	14	qualitative	qualitative	ADJ
stem-6727	13	15	analysis	analysis	NOUN
stem-6727	13	16	,	,	PUNCT
stem-6727	13	17	quantitative	quantitative	ADJ
stem-6727	13	18	analysis	analysis	NOUN
stem-6727	13	19	.	.	PUNCT
stem-6727	14	1	1	1	X
stem-6727	14	2	.	.	X
stem-6727	14	3	introduction	introduction	NOUN
stem-6727	14	4	1.1	1.1	NUM
stem-6727	14	5	.	.	PUNCT
stem-6727	15	1	background	background	NOUN
stem-6727	15	2	to	to	ADP
stem-6727	15	3	the	the	DET
stem-6727	15	4	study	study	NOUN
stem-6727	15	5	in	in	ADP
stem-6727	15	6	the	the	DET
stem-6727	15	7	past	past	ADJ
stem-6727	15	8	twenty	twenty	NUM
stem-6727	15	9	years	year	NOUN
stem-6727	15	10	,	,	PUNCT
stem-6727	15	11	social	social	ADJ
stem-6727	15	12	media	medium	NOUN
stem-6727	15	13	have	have	AUX
stem-6727	15	14	changed	change	VERB
stem-6727	15	15	the	the	DET
stem-6727	15	16	way	way	NOUN
stem-6727	15	17	people	people	NOUN
stem-6727	15	18	communicate	communicate	VERB
stem-6727	15	19	,	,	PUNCT
stem-6727	15	20	circulate	circulate	VERB
stem-6727	15	21	information	information	NOUN
stem-6727	15	22	,	,	PUNCT
stem-6727	15	23	and	and	CCONJ
stem-6727	15	24	handle	handle	VERB
stem-6727	15	25	affects	affect	NOUN
stem-6727	15	26	.	.	PUNCT
stem-6727	16	1	twitter	twitter	NOUN
stem-6727	16	2	,	,	PUNCT
stem-6727	16	3	instagram	instagram	PROPN
stem-6727	16	4	,	,	PUNCT
stem-6727	16	5	and	and	CCONJ
stem-6727	16	6	facebook	facebook	PROPN
stem-6727	16	7	,	,	PUNCT
stem-6727	16	8	among	among	ADP
stem-6727	16	9	others	other	NOUN
stem-6727	16	10	,	,	PUNCT
stem-6727	16	11	have	have	AUX
stem-6727	16	12	allowed	allow	VERB
stem-6727	16	13	the	the	DET
stem-6727	16	14	development	development	NOUN
stem-6727	16	15	of	of	ADP
stem-6727	16	16	interpersonal	interpersonal	ADJ
stem-6727	16	17	relationships	relationship	NOUN
stem-6727	16	18	and	and	CCONJ
stem-6727	16	19	have	have	AUX
stem-6727	16	20	become	become	VERB
stem-6727	16	21	spaces	space	NOUN
stem-6727	16	22	of	of	ADP
stem-6727	16	23	relevance	relevance	NOUN
stem-6727	16	24	in	in	ADP
stem-6727	16	25	public	public	ADJ
stem-6727	16	26	debate	debate	NOUN
stem-6727	16	27	.	.	PUNCT
stem-6727	17	1	in	in	ADP
stem-6727	17	2	fact	fact	NOUN
stem-6727	17	3	,	,	PUNCT
stem-6727	17	4	it	it	PRON
stem-6727	17	5	has	have	AUX
stem-6727	17	6	raised	raise	VERB
stem-6727	17	7	affective	affective	ADJ
stem-6727	17	8	communication	communication	NOUN
stem-6727	17	9	,	,	PUNCT
stem-6727	17	10	that	that	PRON
stem-6727	17	11	is	be	AUX
stem-6727	17	12	to	to	PART
stem-6727	17	13	say	say	VERB
stem-6727	17	14	,	,	PUNCT
stem-6727	17	15	a	a	DET
stem-6727	17	16	way	way	NOUN
stem-6727	17	17	of	of	ADP
stem-6727	17	18	communicating	communicate	VERB
stem-6727	17	19	in	in	ADP
stem-6727	17	20	which	which	DET
stem-6727	17	21	language	language	NOUN
stem-6727	17	22	,	,	PUNCT
stem-6727	17	23	images	image	NOUN
stem-6727	17	24	,	,	PUNCT
stem-6727	17	25	and	and	CCONJ
stem-6727	17	26	other	other	ADJ
stem-6727	17	27	semiotic	semiotic	ADJ
stem-6727	17	28	resources	resource	NOUN
stem-6727	17	29	are	be	AUX
stem-6727	17	30	used	use	VERB
stem-6727	17	31	to	to	PART
stem-6727	17	32	display	display	VERB
stem-6727	17	33	emotions	emotion	NOUN
stem-6727	17	34	.	.	PUNCT
stem-6727	18	1	affective	affective	ADJ
stem-6727	18	2	discourse	discourse	NOUN
stem-6727	18	3	,	,	PUNCT
stem-6727	18	4	then	then	ADV
stem-6727	18	5	,	,	PUNCT
stem-6727	18	6	has	have	AUX
stem-6727	18	7	come	come	VERB
stem-6727	18	8	to	to	PART
stem-6727	18	9	signify	signify	VERB
stem-6727	18	10	a	a	DET
stem-6727	18	11	method	method	NOUN
stem-6727	18	12	of	of	ADP
stem-6727	18	13	describing	describe	VERB
stem-6727	18	14	texts	text	NOUN
stem-6727	18	15	marked	mark	VERB
stem-6727	18	16	by	by	ADP
stem-6727	18	17	appeals	appeal	NOUN
stem-6727	18	18	to	to	ADP
stem-6727	18	19	feeling	feeling	NOUN
stem-6727	18	20	and	and	CCONJ
stem-6727	18	21	sentiment	sentiment	NOUN
stem-6727	18	22	.	.	PUNCT
stem-6727	19	1	affective	affective	ADJ
stem-6727	19	2	discourse	discourse	NOUN
stem-6727	19	3	has	have	AUX
stem-6727	19	4	thus	thus	ADV
stem-6727	19	5	become	become	VERB
stem-6727	19	6	a	a	DET
stem-6727	19	7	crucial	crucial	ADJ
stem-6727	19	8	part	part	NOUN
stem-6727	19	9	of	of	ADP
stem-6727	19	10	online	online	ADJ
stem-6727	19	11	interaction	interaction	NOUN
stem-6727	19	12	in	in	ADP
stem-6727	19	13	influencing	influence	VERB
stem-6727	19	14	public	public	ADJ
stem-6727	19	15	opinion	opinion	NOUN
stem-6727	19	16	,	,	PUNCT
stem-6727	19	17	community	community	NOUN
stem-6727	19	18	,	,	PUNCT
stem-6727	19	19	and	and	CCONJ
stem-6727	19	20	engagement	engagement	NOUN
stem-6727	19	21	.	.	PUNCT
stem-6727	20	1	according	accord	VERB
stem-6727	20	2	to	to	ADP
stem-6727	20	3	thurlow	thurlow	NOUN
stem-6727	20	4	and	and	CCONJ
stem-6727	20	5	mroczek	mroczek	PROPN
stem-6727	20	6	(	(	PUNCT
stem-6727	20	7	2016	2016	NUM
stem-6727	20	8	)	)	PUNCT
stem-6727	20	9	,	,	PUNCT
stem-6727	20	10	new	new	ADJ
stem-6727	20	11	media	medium	NOUN
stem-6727	20	12	afford	afford	VERB
stem-6727	20	13	the	the	DET
stem-6727	20	14	user	user	NOUN
stem-6727	20	15	an	an	DET
stem-6727	20	16	opportunity	opportunity	NOUN
stem-6727	20	17	to	to	PART
stem-6727	20	18	express	express	VERB
stem-6727	20	19	feelings	feeling	NOUN
stem-6727	20	20	in	in	ADP
stem-6727	20	21	real	real	ADJ
stem-6727	20	22	time	time	NOUN
stem-6727	20	23	;	;	PUNCT
stem-6727	20	24	therefore	therefore	ADV
stem-6727	20	25	,	,	PUNCT
stem-6727	20	26	emotions	emotion	NOUN
stem-6727	20	27	have	have	AUX
stem-6727	20	28	become	become	VERB
stem-6727	20	29	an	an	DET
stem-6727	20	30	integral	integral	ADJ
stem-6727	20	31	feature	feature	NOUN
stem-6727	20	32	of	of	ADP
stem-6727	20	33	digital	digital	ADJ
stem-6727	20	34	communication	communication	NOUN
stem-6727	20	35	.	.	PUNCT
stem-6727	21	1	336	336	NUM
stem-6727	21	2	american	american	ADJ
stem-6727	21	3	journal	journal	NOUN
stem-6727	21	4	of	of	ADP
stem-6727	21	5	language	language	NOUN
stem-6727	21	6	,	,	PUNCT
stem-6727	21	7	literacy	literacy	NOUN
stem-6727	21	8	and	and	CCONJ
stem-6727	21	9	learning	learn	VERB
stem-6727	21	10	in	in	ADP
stem-6727	21	11	stem	stem	NOUN
stem-6727	21	12	education	education	NOUN
stem-6727	21	13	www	www	NOUN
stem-6727	21	14	.	.	PUNCT
stem-6727	22	1	grnjournal.us	grnjournal.us	X
stem-6727	23	1	the	the	DET
stem-6727	23	2	interplay	interplay	NOUN
stem-6727	23	3	between	between	ADP
stem-6727	23	4	semiotics	semiotic	NOUN
stem-6727	23	5	and	and	CCONJ
stem-6727	23	6	stylistics	stylistic	NOUN
stem-6727	23	7	in	in	ADP
stem-6727	23	8	this	this	DET
stem-6727	23	9	context	context	NOUN
stem-6727	23	10	yields	yield	VERB
stem-6727	23	11	a	a	DET
stem-6727	23	12	rich	rich	ADJ
stem-6727	23	13	area	area	NOUN
stem-6727	23	14	of	of	ADP
stem-6727	23	15	investigation	investigation	NOUN
stem-6727	23	16	.	.	PUNCT
stem-6727	24	1	semiotics	semiotic	NOUN
stem-6727	24	2	,	,	PUNCT
stem-6727	24	3	as	as	SCONJ
stem-6727	24	4	understood	understand	VERB
stem-6727	24	5	as	as	ADP
stem-6727	24	6	the	the	DET
stem-6727	24	7	study	study	NOUN
stem-6727	24	8	of	of	ADP
stem-6727	24	9	signs	sign	NOUN
stem-6727	24	10	and	and	CCONJ
stem-6727	24	11	symbols	symbol	NOUN
stem-6727	24	12	as	as	ADP
stem-6727	24	13	elements	element	NOUN
stem-6727	24	14	of	of	ADP
stem-6727	24	15	communicative	communicative	ADJ
stem-6727	24	16	behavior	behavior	NOUN
stem-6727	24	17	,	,	PUNCT
stem-6727	24	18	offers	offer	VERB
stem-6727	24	19	insight	insight	NOUN
stem-6727	24	20	into	into	ADP
stem-6727	24	21	how	how	SCONJ
stem-6727	24	22	meanings	meaning	NOUN
stem-6727	24	23	are	be	AUX
stem-6727	24	24	made	make	VERB
stem-6727	24	25	in	in	ADP
stem-6727	24	26	social	social	ADJ
stem-6727	24	27	media	medium	NOUN
stem-6727	24	28	.	.	PUNCT
stem-6727	25	1	on	on	ADP
stem-6727	25	2	the	the	DET
stem-6727	25	3	other	other	ADJ
stem-6727	25	4	hand	hand	NOUN
stem-6727	25	5	,	,	PUNCT
stem-6727	25	6	stylistics	stylistic	NOUN
stem-6727	25	7	focuses	focus	VERB
stem-6727	25	8	attention	attention	NOUN
stem-6727	25	9	on	on	ADP
stem-6727	25	10	the	the	DET
stem-6727	25	11	linguistic	linguistic	ADJ
stem-6727	25	12	and	and	CCONJ
stem-6727	25	13	literary	literary	ADJ
stem-6727	25	14	features	feature	NOUN
stem-6727	25	15	defining	define	VERB
stem-6727	25	16	discourse	discourse	NOUN
stem-6727	25	17	.	.	PUNCT
stem-6727	26	1	these	these	DET
stem-6727	26	2	allied	ally	VERB
stem-6727	26	3	fields	field	NOUN
stem-6727	26	4	offer	offer	VERB
stem-6727	26	5	a	a	DET
stem-6727	26	6	framework	framework	NOUN
stem-6727	26	7	within	within	ADP
stem-6727	26	8	which	which	PRON
stem-6727	26	9	one	one	PRON
stem-6727	26	10	can	can	AUX
stem-6727	26	11	analyze	analyze	VERB
stem-6727	26	12	how	how	SCONJ
stem-6727	26	13	affective	affective	ADJ
stem-6727	26	14	discourse	discourse	NOUN
stem-6727	26	15	is	be	AUX
stem-6727	26	16	created	create	VERB
stem-6727	26	17	and	and	CCONJ
stem-6727	26	18	interpreted	interpret	VERB
stem-6727	26	19	.	.	PUNCT
stem-6727	27	1	even	even	ADV
stem-6727	27	2	though	though	SCONJ
stem-6727	27	3	previous	previous	ADJ
stem-6727	27	4	studies	study	NOUN
stem-6727	27	5	have	have	AUX
stem-6727	27	6	recognized	recognize	VERB
stem-6727	27	7	the	the	DET
stem-6727	27	8	significance	significance	NOUN
stem-6727	27	9	of	of	ADP
stem-6727	27	10	these	these	DET
stem-6727	27	11	elements	element	NOUN
stem-6727	27	12	in	in	ADP
stem-6727	27	13	increasing	increase	VERB
stem-6727	27	14	the	the	DET
stem-6727	27	15	level	level	NOUN
stem-6727	27	16	of	of	ADP
stem-6727	27	17	emotional	emotional	ADJ
stem-6727	27	18	involvement	involvement	NOUN
stem-6727	27	19	(	(	PUNCT
stem-6727	27	20	barbosa	barbosa	PROPN
stem-6727	27	21	&	&	CCONJ
stem-6727	27	22	feng	feng	PROPN
stem-6727	27	23	,	,	PUNCT
stem-6727	27	24	2010	2010	NUM
stem-6727	27	25	;	;	PUNCT
stem-6727	27	26	purnell	purnell	X
stem-6727	27	27	,	,	PUNCT
stem-6727	27	28	2017	2017	NUM
stem-6727	27	29	)	)	PUNCT
stem-6727	27	30	,	,	PUNCT
stem-6727	27	31	significant	significant	ADJ
stem-6727	27	32	deficiency	deficiency	NOUN
stem-6727	27	33	still	still	ADV
stem-6727	27	34	persists	persist	VERB
stem-6727	27	35	with	with	ADP
stem-6727	27	36	regard	regard	NOUN
stem-6727	27	37	to	to	ADP
stem-6727	27	38	how	how	SCONJ
stem-6727	27	39	semiotic	semiotic	ADJ
stem-6727	27	40	and	and	CCONJ
stem-6727	27	41	stylistic	stylistic	ADJ
stem-6727	27	42	features	feature	NOUN
stem-6727	27	43	combine	combine	VERB
stem-6727	27	44	in	in	ADP
stem-6727	27	45	constituting	constitute	VERB
stem-6727	27	46	an	an	DET
stem-6727	27	47	effective	effective	ADJ
stem-6727	27	48	variety	variety	NOUN
stem-6727	27	49	of	of	ADP
stem-6727	27	50	affective	affective	ADJ
stem-6727	27	51	communication	communication	NOUN
stem-6727	27	52	on	on	ADP
stem-6727	27	53	social	social	ADJ
stem-6727	27	54	media	medium	NOUN
stem-6727	27	55	.	.	PUNCT
stem-6727	28	1	1.2	1.2	NUM
stem-6727	28	2	.	.	PUNCT
stem-6727	28	3	problem	problem	NOUN
stem-6727	28	4	statement	statement	NOUN
stem-6727	28	5	this	this	PRON
stem-6727	28	6	is	be	AUX
stem-6727	28	7	despite	despite	SCONJ
stem-6727	28	8	the	the	DET
stem-6727	28	9	bourgeoning	bourgeon	VERB
stem-6727	28	10	interest	interest	NOUN
stem-6727	28	11	in	in	ADP
stem-6727	28	12	social	social	ADJ
stem-6727	28	13	media	medium	NOUN
stem-6727	28	14	discourse	discourse	NOUN
stem-6727	28	15	;	;	PUNCT
stem-6727	28	16	how	how	SCONJ
stem-6727	28	17	semiotic	semiotic	ADJ
stem-6727	28	18	and	and	CCONJ
stem-6727	28	19	stylistic	stylistic	ADJ
stem-6727	28	20	features	feature	NOUN
stem-6727	28	21	orchestrate	orchestrate	ADJ
stem-6727	28	22	affective	affective	ADJ
stem-6727	28	23	communication	communication	NOUN
stem-6727	28	24	remains	remain	VERB
stem-6727	28	25	underexamined	underexamine	VERB
stem-6727	28	26	.	.	PUNCT
stem-6727	29	1	most	most	ADV
stem-6727	29	2	tend	tend	VERB
stem-6727	29	3	to	to	PART
stem-6727	29	4	be	be	AUX
stem-6727	29	5	oriented	orient	VERB
stem-6727	29	6	toward	toward	ADP
stem-6727	29	7	either	either	CCONJ
stem-6727	29	8	linguistic	linguistic	ADJ
stem-6727	29	9	analysis	analysis	NOUN
stem-6727	29	10	or	or	CCONJ
stem-6727	29	11	semiotic	semiotic	ADJ
stem-6727	29	12	interpretation	interpretation	NOUN
stem-6727	29	13	in	in	ADP
stem-6727	29	14	isolation	isolation	NOUN
stem-6727	29	15	rather	rather	ADV
stem-6727	29	16	than	than	ADP
stem-6727	29	17	really	really	ADV
stem-6727	29	18	engaging	engage	VERB
stem-6727	29	19	with	with	ADP
stem-6727	29	20	one	one	NUM
stem-6727	29	21	another	another	DET
stem-6727	29	22	in	in	ADP
stem-6727	29	23	ways	way	NOUN
stem-6727	29	24	that	that	PRON
stem-6727	29	25	are	be	AUX
stem-6727	29	26	intricate	intricate	ADJ
stem-6727	29	27	and	and	CCONJ
stem-6727	29	28	complex	complex	ADJ
stem-6727	29	29	.	.	PUNCT
stem-6727	30	1	this	this	PRON
stem-6727	30	2	calls	call	VERB
stem-6727	30	3	for	for	ADP
stem-6727	30	4	a	a	DET
stem-6727	30	5	multi	multi	ADJ
stem-6727	30	6	-	-	ADJ
stem-6727	30	7	layered	layered	ADJ
stem-6727	30	8	investigation	investigation	NOUN
stem-6727	30	9	that	that	PRON
stem-6727	30	10	shall	shall	AUX
stem-6727	30	11	probe	probe	VERB
stem-6727	30	12	into	into	ADP
stem-6727	30	13	the	the	DET
stem-6727	30	14	multilevel	multilevel	ADJ
stem-6727	30	15	nature	nature	NOUN
stem-6727	30	16	of	of	ADP
stem-6727	30	17	the	the	DET
stem-6727	30	18	affective	affective	ADJ
stem-6727	30	19	discourse	discourse	NOUN
stem-6727	30	20	,	,	PUNCT
stem-6727	30	21	investigating	investigate	VERB
stem-6727	30	22	how	how	SCONJ
stem-6727	30	23	diverse	diverse	ADJ
stem-6727	30	24	signs	sign	NOUN
stem-6727	30	25	and	and	CCONJ
stem-6727	30	26	stylistic	stylistic	ADJ
stem-6727	30	27	options	option	NOUN
stem-6727	30	28	add	add	VERB
stem-6727	30	29	to	to	ADP
stem-6727	30	30	the	the	DET
stem-6727	30	31	emotional	emotional	ADJ
stem-6727	30	32	experiences	experience	NOUN
stem-6727	30	33	of	of	ADP
stem-6727	30	34	users	user	NOUN
stem-6727	30	35	.	.	PUNCT
stem-6727	31	1	in	in	ADP
stem-6727	31	2	this	this	DET
stem-6727	31	3	regard	regard	NOUN
stem-6727	31	4	,	,	PUNCT
stem-6727	31	5	this	this	DET
stem-6727	31	6	study	study	NOUN
stem-6727	31	7	tries	try	VERB
stem-6727	31	8	to	to	PART
stem-6727	31	9	bridge	bridge	VERB
stem-6727	31	10	this	this	DET
stem-6727	31	11	gap	gap	NOUN
stem-6727	31	12	by	by	ADP
stem-6727	31	13	exploring	explore	VERB
stem-6727	31	14	the	the	DET
stem-6727	31	15	affective	affective	ADJ
stem-6727	31	16	discourse	discourse	NOUN
stem-6727	31	17	across	across	ADP
stem-6727	31	18	multiple	multiple	ADJ
stem-6727	31	19	social	social	ADJ
stem-6727	31	20	media	medium	NOUN
stem-6727	31	21	platforms	platform	NOUN
stem-6727	31	22	and	and	CCONJ
stem-6727	31	23	identifies	identify	VERB
stem-6727	31	24	the	the	DET
stem-6727	31	25	strategies	strategy	NOUN
stem-6727	31	26	that	that	PRON
stem-6727	31	27	users	user	NOUN
stem-6727	31	28	adopt	adopt	VERB
stem-6727	31	29	to	to	PART
stem-6727	31	30	communicate	communicate	VERB
stem-6727	31	31	their	their	PRON
stem-6727	31	32	emotions	emotion	NOUN
stem-6727	31	33	effectively	effectively	ADV
stem-6727	31	34	.	.	PUNCT
stem-6727	32	1	1.3	1.3	NUM
stem-6727	32	2	.	.	PUNCT
stem-6727	33	1	research	research	NOUN
stem-6727	33	2	objectives	objective	VERB
stem-6727	33	3	the	the	DET
stem-6727	33	4	main	main	ADJ
stem-6727	33	5	objectives	objective	NOUN
stem-6727	33	6	of	of	ADP
stem-6727	33	7	this	this	DET
stem-6727	33	8	study	study	NOUN
stem-6727	33	9	are	be	AUX
stem-6727	33	10	:	:	PUNCT
stem-6727	34	1	1	1	X
stem-6727	34	2	.	.	PUNCT
stem-6727	35	1	the	the	DET
stem-6727	35	2	semiotic	semiotic	ADJ
stem-6727	35	3	resources	resource	NOUN
stem-6727	35	4	used	use	VERB
stem-6727	35	5	in	in	ADP
stem-6727	35	6	the	the	DET
stem-6727	35	7	affective	affective	ADJ
stem-6727	35	8	discourse	discourse	NOUN
stem-6727	35	9	of	of	ADP
stem-6727	35	10	these	these	DET
stem-6727	35	11	social	social	ADJ
stem-6727	35	12	media	medium	NOUN
stem-6727	35	13	platforms	platform	NOUN
stem-6727	35	14	are	be	AUX
stem-6727	35	15	to	to	PART
stem-6727	35	16	be	be	AUX
stem-6727	35	17	explored	explore	VERB
stem-6727	35	18	.	.	PUNCT
stem-6727	36	1	2	2	X
stem-6727	36	2	.	.	X
stem-6727	36	3	the	the	DET
stem-6727	36	4	investigation	investigation	NOUN
stem-6727	36	5	into	into	ADP
stem-6727	36	6	the	the	DET
stem-6727	36	7	stylistic	stylistic	ADJ
stem-6727	36	8	features	feature	NOUN
stem-6727	36	9	that	that	PRON
stem-6727	36	10	improve	improve	VERB
stem-6727	36	11	emotional	emotional	ADJ
stem-6727	36	12	resonance	resonance	NOUN
stem-6727	36	13	with	with	ADP
stem-6727	36	14	users	user	NOUN
stem-6727	36	15	.	.	PUNCT
stem-6727	37	1	3	3	X
stem-6727	37	2	.	.	X
stem-6727	37	3	the	the	DET
stem-6727	37	4	research	research	NOUN
stem-6727	37	5	will	will	AUX
stem-6727	37	6	help	help	VERB
stem-6727	37	7	in	in	ADP
stem-6727	37	8	investigating	investigate	VERB
stem-6727	37	9	the	the	DET
stem-6727	37	10	interaction	interaction	NOUN
stem-6727	37	11	of	of	ADP
stem-6727	37	12	semiotic	semiotic	ADJ
stem-6727	37	13	and	and	CCONJ
stem-6727	37	14	stylistic	stylistic	ADJ
stem-6727	37	15	elements	element	NOUN
stem-6727	37	16	in	in	ADP
stem-6727	37	17	developing	develop	VERB
stem-6727	37	18	users	user	NOUN
stem-6727	37	19	'	'	PART
stem-6727	37	20	perceptions	perception	NOUN
stem-6727	37	21	and	and	CCONJ
stem-6727	37	22	reactions	reaction	NOUN
stem-6727	37	23	.	.	PUNCT
stem-6727	38	1	1.4	1.4	NUM
stem-6727	38	2	.	.	PUNCT
stem-6727	39	1	research	research	NOUN
stem-6727	39	2	questions	question	NOUN
stem-6727	39	3	these	these	DET
stem-6727	39	4	objectives	objective	NOUN
stem-6727	39	5	shall	shall	AUX
stem-6727	39	6	be	be	AUX
stem-6727	39	7	achieved	achieve	VERB
stem-6727	39	8	when	when	SCONJ
stem-6727	39	9	the	the	DET
stem-6727	39	10	study	study	NOUN
stem-6727	39	11	addresses	address	VERB
stem-6727	39	12	the	the	DET
stem-6727	39	13	following	follow	VERB
stem-6727	39	14	research	research	NOUN
stem-6727	39	15	questions	question	NOUN
stem-6727	39	16	:	:	PUNCT
stem-6727	40	1	1	1	X
stem-6727	40	2	.	.	X
stem-6727	41	1	what	what	PRON
stem-6727	41	2	semiotic	semiotic	ADJ
stem-6727	41	3	resources	resource	NOUN
stem-6727	41	4	are	be	AUX
stem-6727	41	5	dominant	dominant	ADJ
stem-6727	41	6	in	in	ADP
stem-6727	41	7	affective	affective	ADJ
stem-6727	41	8	discourse	discourse	NOUN
stem-6727	41	9	on	on	ADP
stem-6727	41	10	social	social	ADJ
stem-6727	41	11	media	medium	NOUN
stem-6727	41	12	?	?	PUNCT
stem-6727	42	1	2	2	X
stem-6727	42	2	.	.	X
stem-6727	42	3	how	how	SCONJ
stem-6727	42	4	are	be	AUX
stem-6727	42	5	stylistic	stylistic	ADJ
stem-6727	42	6	features	feature	NOUN
stem-6727	42	7	influencing	influence	VERB
stem-6727	42	8	emotional	emotional	ADJ
stem-6727	42	9	resonance	resonance	NOUN
stem-6727	42	10	in	in	ADP
stem-6727	42	11	the	the	DET
stem-6727	42	12	posts	post	NOUN
stem-6727	42	13	?	?	PUNCT
stem-6727	43	1	3	3	X
stem-6727	43	2	.	.	X
stem-6727	43	3	to	to	ADP
stem-6727	43	4	what	what	DET
stem-6727	43	5	extent	extent	NOUN
stem-6727	43	6	,	,	PUNCT
stem-6727	43	7	and	and	CCONJ
stem-6727	43	8	in	in	ADP
stem-6727	43	9	what	what	DET
stem-6727	43	10	ways	way	NOUN
stem-6727	43	11	,	,	PUNCT
stem-6727	43	12	will	will	AUX
stem-6727	43	13	semiotic	semiotic	VERB
stem-6727	43	14	and	and	CCONJ
stem-6727	43	15	stylistic	stylistic	ADJ
stem-6727	43	16	elements	element	NOUN
stem-6727	43	17	contribute	contribute	VERB
stem-6727	43	18	to	to	ADP
stem-6727	43	19	the	the	DET
stem-6727	43	20	development	development	NOUN
stem-6727	43	21	of	of	ADP
stem-6727	43	22	user	user	NOUN
stem-6727	43	23	engagement	engagement	NOUN
stem-6727	43	24	and	and	CCONJ
stem-6727	43	25	emotional	emotional	ADJ
stem-6727	43	26	responses	response	NOUN
stem-6727	43	27	?	?	PUNCT
stem-6727	44	1	1.5	1.5	NUM
stem-6727	44	2	.	.	PUNCT
stem-6727	45	1	scope	scope	NOUN
stem-6727	45	2	of	of	ADP
stem-6727	45	3	the	the	DET
stem-6727	45	4	study	study	NOUN
stem-6727	45	5	this	this	DET
stem-6727	45	6	paper	paper	NOUN
stem-6727	45	7	will	will	AUX
stem-6727	45	8	critically	critically	ADV
stem-6727	45	9	analyze	analyze	VERB
stem-6727	45	10	the	the	DET
stem-6727	45	11	affective	affective	NOUN
stem-6727	45	12	discourses	discourse	NOUN
stem-6727	45	13	across	across	ADP
stem-6727	45	14	major	major	ADJ
stem-6727	45	15	social	social	ADJ
stem-6727	45	16	media	medium	NOUN
stem-6727	45	17	platforms	platform	NOUN
stem-6727	45	18	like	like	ADP
stem-6727	45	19	twitter	twitter	NOUN
stem-6727	45	20	,	,	PUNCT
stem-6727	45	21	instagram	instagram	PROPN
stem-6727	45	22	,	,	PUNCT
stem-6727	45	23	and	and	CCONJ
stem-6727	45	24	facebook	facebook	NOUN
stem-6727	45	25	.	.	PUNCT
stem-6727	46	1	it	it	PRON
stem-6727	46	2	will	will	AUX
stem-6727	46	3	include	include	VERB
stem-6727	46	4	a	a	DET
stem-6727	46	5	wide	wide	ADJ
stem-6727	46	6	range	range	NOUN
stem-6727	46	7	of	of	ADP
stem-6727	46	8	user	user	NOUN
stem-6727	46	9	-	-	PUNCT
stem-6727	46	10	generated	generate	VERB
stem-6727	46	11	content	content	NOUN
stem-6727	46	12	in	in	ADP
stem-6727	46	13	the	the	DET
stem-6727	46	14	forms	form	NOUN
stem-6727	46	15	of	of	ADP
stem-6727	46	16	text	text	NOUN
stem-6727	46	17	posts	post	NOUN
stem-6727	46	18	,	,	PUNCT
stem-6727	46	19	images	image	NOUN
stem-6727	46	20	,	,	PUNCT
stem-6727	46	21	and	and	CCONJ
stem-6727	46	22	multimedia	multimedia	NOUN
stem-6727	46	23	elements	element	NOUN
stem-6727	46	24	.	.	PUNCT
stem-6727	47	1	from	from	ADP
stem-6727	47	2	analyzing	analyze	VERB
stem-6727	47	3	diverse	diverse	ADJ
stem-6727	47	4	posts	post	NOUN
stem-6727	47	5	,	,	PUNCT
stem-6727	47	6	the	the	DET
stem-6727	47	7	project	project	NOUN
stem-6727	47	8	aims	aim	VERB
stem-6727	47	9	to	to	PART
stem-6727	47	10	extend	extend	VERB
stem-6727	47	11	the	the	DET
stem-6727	47	12	current	current	ADJ
stem-6727	47	13	conceptions	conception	NOUN
stem-6727	47	14	regarding	regard	VERB
stem-6727	47	15	the	the	DET
stem-6727	47	16	complexity	complexity	NOUN
stem-6727	47	17	of	of	ADP
stem-6727	47	18	emotions	emotion	NOUN
stem-6727	47	19	in	in	ADP
stem-6727	47	20	digital	digital	ADJ
stem-6727	47	21	communications	communication	NOUN
stem-6727	47	22	.	.	PUNCT
stem-6727	48	1	data	datum	NOUN
stem-6727	48	2	will	will	AUX
stem-6727	48	3	be	be	AUX
stem-6727	48	4	collected	collect	VERB
stem-6727	48	5	only	only	ADV
stem-6727	48	6	from	from	ADP
stem-6727	48	7	the	the	DET
stem-6727	48	8	last	last	ADJ
stem-6727	48	9	two	two	NUM
stem-6727	48	10	years	year	NOUN
stem-6727	48	11	in	in	ADP
stem-6727	48	12	order	order	NOUN
stem-6727	48	13	to	to	PART
stem-6727	48	14	record	record	VERB
stem-6727	48	15	recent	recent	ADJ
stem-6727	48	16	trends	trend	NOUN
stem-6727	48	17	within	within	ADP
stem-6727	48	18	online	online	ADJ
stem-6727	48	19	discourse	discourse	NOUN
stem-6727	48	20	.	.	PUNCT
stem-6727	49	1	it	it	PRON
stem-6727	49	2	will	will	AUX
stem-6727	49	3	also	also	ADV
stem-6727	49	4	adopt	adopt	VERB
stem-6727	49	5	a	a	DET
stem-6727	49	6	mixed	mix	VERB
stem-6727	49	7	-	-	PUNCT
stem-6727	49	8	methods	method	NOUN
stem-6727	49	9	approach	approach	NOUN
stem-6727	49	10	,	,	PUNCT
stem-6727	49	11	combining	combine	VERB
stem-6727	49	12	qualitative	qualitative	ADJ
stem-6727	49	13	and	and	CCONJ
stem-6727	49	14	quantitative	quantitative	ADJ
stem-6727	49	15	analyses	analysis	NOUN
stem-6727	49	16	of	of	ADP
stem-6727	49	17	data	datum	NOUN
stem-6727	49	18	to	to	PART
stem-6727	49	19	realize	realize	VERB
stem-6727	49	20	a	a	DET
stem-6727	49	21	comprehensive	comprehensive	ADJ
stem-6727	49	22	understanding	understanding	NOUN
stem-6727	49	23	of	of	ADP
stem-6727	49	24	the	the	DET
stem-6727	49	25	investigated	investigate	VERB
stem-6727	49	26	phenomena	phenomenon	NOUN
stem-6727	49	27	.	.	PUNCT
stem-6727	50	1	the	the	DET
stem-6727	50	2	approach	approach	NOUN
stem-6727	50	3	will	will	AUX
stem-6727	50	4	allow	allow	VERB
stem-6727	50	5	for	for	ADP
stem-6727	50	6	nuanced	nuanced	ADJ
stem-6727	50	7	investigation	investigation	NOUN
stem-6727	50	8	into	into	ADP
stem-6727	50	9	semiotic	semiotic	ADJ
stem-6727	50	10	and	and	CCONJ
stem-6727	50	11	stylistic	stylistic	ADJ
stem-6727	50	12	elements	element	NOUN
stem-6727	50	13	that	that	PRON
stem-6727	50	14	come	come	VERB
stem-6727	50	15	into	into	ADP
stem-6727	50	16	play	play	NOUN
stem-6727	50	17	together	together	ADV
stem-6727	50	18	in	in	ADP
stem-6727	50	19	creating	create	VERB
stem-6727	50	20	the	the	DET
stem-6727	50	21	affective	affective	ADJ
stem-6727	50	22	meaning	meaning	NOUN
stem-6727	50	23	.	.	PUNCT
stem-6727	51	1	1.6	1.6	NUM
stem-6727	51	2	.	.	PUNCT
stem-6727	51	3	significance	significance	NOUN
stem-6727	51	4	of	of	ADP
stem-6727	51	5	the	the	DET
stem-6727	51	6	study	study	NOUN
stem-6727	51	7	this	this	PRON
stem-6727	51	8	is	be	AUX
stem-6727	51	9	important	important	ADJ
stem-6727	51	10	for	for	ADP
stem-6727	51	11	a	a	DET
stem-6727	51	12	number	number	NOUN
stem-6727	51	13	of	of	ADP
stem-6727	51	14	reasons	reason	NOUN
stem-6727	51	15	:	:	PUNCT
stem-6727	51	16	it	it	PRON
stem-6727	51	17	contributes	contribute	VERB
stem-6727	51	18	to	to	ADP
stem-6727	51	19	the	the	DET
stem-6727	51	20	literature	literature	NOUN
stem-6727	51	21	on	on	ADP
stem-6727	51	22	affective	affective	ADJ
stem-6727	51	23	communication	communication	NOUN
stem-6727	51	24	by	by	ADP
stem-6727	51	25	providing	provide	VERB
stem-6727	51	26	a	a	DET
stem-6727	51	27	detailed	detailed	ADJ
stem-6727	51	28	analysis	analysis	NOUN
stem-6727	51	29	of	of	ADP
stem-6727	51	30	semiotic	semiotic	ADJ
stem-6727	51	31	and	and	CCONJ
stem-6727	51	32	stylistic	stylistic	ADJ
stem-6727	51	33	dimensions	dimension	NOUN
stem-6727	51	34	of	of	ADP
stem-6727	51	35	discourse	discourse	NOUN
stem-6727	51	36	on	on	ADP
stem-6727	51	37	social	social	ADJ
stem-6727	51	38	media	medium	NOUN
stem-6727	51	39	;	;	PUNCT
stem-6727	51	40	secondly	secondly	ADV
stem-6727	51	41	,	,	PUNCT
stem-6727	51	42	it	it	PRON
stem-6727	51	43	may	may	AUX
stem-6727	51	44	have	have	VERB
stem-6727	51	45	ramifications	ramification	NOUN
stem-6727	51	46	with	with	ADP
stem-6727	51	47	regard	regard	NOUN
stem-6727	51	48	to	to	ADP
stem-6727	51	49	professionals	professional	NOUN
stem-6727	51	50	in	in	ADP
stem-6727	51	51	areas	area	NOUN
stem-6727	51	52	such	such	ADJ
stem-6727	51	53	as	as	ADP
stem-6727	51	54	marketing	marketing	NOUN
stem-6727	51	55	,	,	PUNCT
stem-6727	51	56	communication	communication	NOUN
stem-6727	51	57	,	,	PUNCT
stem-6727	51	58	and	and	CCONJ
stem-6727	51	59	mental	mental	ADJ
stem-6727	51	60	health	health	NOUN
stem-6727	51	61	,	,	PUNCT
stem-6727	51	62	where	where	SCONJ
stem-6727	51	63	the	the	DET
stem-6727	51	64	grasping	grasping	NOUN
stem-6727	51	65	of	of	ADP
stem-6727	51	66	the	the	DET
stem-6727	51	67	emotional	emotional	ADJ
stem-6727	51	68	engagement	engagement	NOUN
stem-6727	51	69	is	be	AUX
stem-6727	51	70	of	of	ADP
stem-6727	51	71	prime	prime	ADJ
stem-6727	51	72	337	337	NUM
stem-6727	51	73	american	american	ADJ
stem-6727	51	74	journal	journal	NOUN
stem-6727	51	75	of	of	ADP
stem-6727	51	76	language	language	NOUN
stem-6727	51	77	,	,	PUNCT
stem-6727	51	78	literacy	literacy	NOUN
stem-6727	51	79	and	and	CCONJ
stem-6727	51	80	learning	learn	VERB
stem-6727	51	81	in	in	ADP
stem-6727	51	82	stem	stem	NOUN
stem-6727	51	83	education	education	NOUN
stem-6727	51	84	www	www	PROPN
stem-6727	51	85	.	.	PUNCT
stem-6727	52	1	grnjournal.us	grnjournal.us	X
stem-6727	52	2	importance	importance	NOUN
stem-6727	52	3	.	.	PUNCT
stem-6727	53	1	it	it	PRON
stem-6727	53	2	finally	finally	ADV
stem-6727	53	3	addresses	address	VERB
stem-6727	53	4	a	a	DET
stem-6727	53	5	gap	gap	NOUN
stem-6727	53	6	in	in	ADP
stem-6727	53	7	the	the	DET
stem-6727	53	8	literature	literature	NOUN
stem-6727	53	9	and	and	CCONJ
stem-6727	53	10	helps	help	VERB
stem-6727	53	11	provide	provide	VERB
stem-6727	53	12	a	a	DET
stem-6727	53	13	framework	framework	NOUN
stem-6727	53	14	for	for	ADP
stem-6727	53	15	future	future	ADJ
stem-6727	53	16	research	research	NOUN
stem-6727	53	17	in	in	ADP
stem-6727	53	18	the	the	DET
stem-6727	53	19	evolving	evolve	VERB
stem-6727	53	20	nature	nature	NOUN
stem-6727	53	21	of	of	ADP
stem-6727	53	22	communication	communication	NOUN
stem-6727	53	23	in	in	ADP
stem-6727	53	24	digital	digital	ADJ
stem-6727	53	25	environments	environment	NOUN
stem-6727	53	26	.	.	PUNCT
stem-6727	54	1	in	in	ADP
stem-6727	54	2	the	the	DET
stem-6727	54	3	given	give	VERB
stem-6727	54	4	context	context	NOUN
stem-6727	54	5	,	,	PUNCT
stem-6727	54	6	in	in	ADP
stem-6727	54	7	which	which	PRON
stem-6727	54	8	social	social	ADJ
stem-6727	54	9	media	medium	NOUN
stem-6727	54	10	has	have	AUX
stem-6727	54	11	become	become	VERB
stem-6727	54	12	a	a	DET
stem-6727	54	13	core	core	NOUN
stem-6727	54	14	determinant	determinant	ADJ
stem-6727	54	15	in	in	ADP
stem-6727	54	16	the	the	DET
stem-6727	54	17	development	development	NOUN
stem-6727	54	18	of	of	ADP
stem-6727	54	19	human	human	ADJ
stem-6727	54	20	interaction	interaction	NOUN
stem-6727	54	21	,	,	PUNCT
stem-6727	54	22	emotionally	emotionally	ADV
stem-6727	54	23	loaded	load	VERB
stem-6727	54	24	discourse	discourse	NOUN
stem-6727	54	25	implicitly	implicitly	ADV
stem-6727	54	26	means	mean	VERB
stem-6727	54	27	much	much	ADV
stem-6727	54	28	more	more	ADJ
stem-6727	54	29	.	.	PUNCT
stem-6727	55	1	the	the	DET
stem-6727	55	2	present	present	ADJ
stem-6727	55	3	research	research	NOUN
stem-6727	55	4	is	be	AUX
stem-6727	55	5	performed	perform	VERB
stem-6727	55	6	to	to	PART
stem-6727	55	7	show	show	VERB
stem-6727	55	8	how	how	SCONJ
stem-6727	55	9	web	web	NOUN
stem-6727	55	10	users	user	NOUN
stem-6727	55	11	get	get	VERB
stem-6727	55	12	to	to	PART
stem-6727	55	13	effectively	effectively	ADV
stem-6727	55	14	express	express	VERB
stem-6727	55	15	and	and	CCONJ
stem-6727	55	16	share	share	VERB
stem-6727	55	17	their	their	PRON
stem-6727	55	18	feelings	feeling	NOUN
stem-6727	55	19	online	online	ADV
stem-6727	55	20	,	,	PUNCT
stem-6727	55	21	treading	tread	VERB
stem-6727	55	22	their	their	PRON
stem-6727	55	23	way	way	NOUN
stem-6727	55	24	through	through	ADP
stem-6727	55	25	semiotic	semiotic	ADJ
stem-6727	55	26	and	and	CCONJ
stem-6727	55	27	stylistic	stylistic	ADJ
stem-6727	55	28	aspects	aspect	NOUN
stem-6727	55	29	.	.	PUNCT
stem-6727	56	1	2	2	X
stem-6727	56	2	.	.	X
stem-6727	56	3	literature	literature	NOUN
stem-6727	56	4	review	review	VERB
stem-6727	56	5	social	social	ADJ
stem-6727	56	6	media	medium	NOUN
stem-6727	56	7	have	have	AUX
stem-6727	56	8	increased	increase	VERB
stem-6727	56	9	the	the	DET
stem-6727	56	10	pace	pace	NOUN
stem-6727	56	11	and	and	CCONJ
stem-6727	56	12	manner	manner	NOUN
stem-6727	56	13	of	of	ADP
stem-6727	56	14	communication	communication	NOUN
stem-6727	56	15	by	by	ADP
stem-6727	56	16	opening	open	VERB
stem-6727	56	17	new	new	ADJ
stem-6727	56	18	avenues	avenue	NOUN
stem-6727	56	19	for	for	ADP
stem-6727	56	20	emotional	emotional	ADJ
stem-6727	56	21	expression	expression	NOUN
stem-6727	56	22	and	and	CCONJ
stem-6727	56	23	interaction	interaction	NOUN
stem-6727	56	24	.	.	PUNCT
stem-6727	57	1	affective	affective	ADJ
stem-6727	57	2	discourse	discourse	NOUN
stem-6727	57	3	,	,	PUNCT
stem-6727	57	4	which	which	PRON
stem-6727	57	5	refers	refer	VERB
stem-6727	57	6	to	to	ADP
stem-6727	57	7	a	a	DET
stem-6727	57	8	text	text	NOUN
stem-6727	57	9	marked	mark	VERB
stem-6727	57	10	by	by	ADP
stem-6727	57	11	emotion	emotion	NOUN
stem-6727	57	12	,	,	PUNCT
stem-6727	57	13	has	have	AUX
stem-6727	57	14	lately	lately	ADV
stem-6727	57	15	been	be	AUX
stem-6727	57	16	on	on	ADP
stem-6727	57	17	the	the	DET
stem-6727	57	18	front	front	ADJ
stem-6727	57	19	burner	burner	NOUN
stem-6727	57	20	in	in	ADP
stem-6727	57	21	digital	digital	ADJ
stem-6727	57	22	settings	setting	NOUN
stem-6727	57	23	.	.	PUNCT
stem-6727	58	1	this	this	DET
stem-6727	58	2	literature	literature	NOUN
stem-6727	58	3	review	review	NOUN
stem-6727	58	4	gives	give	VERB
stem-6727	58	5	an	an	DET
stem-6727	58	6	overview	overview	NOUN
stem-6727	58	7	of	of	ADP
stem-6727	58	8	the	the	DET
stem-6727	58	9	available	available	ADJ
stem-6727	58	10	literature	literature	NOUN
stem-6727	58	11	on	on	ADP
stem-6727	58	12	semiotics	semiotic	NOUN
stem-6727	58	13	,	,	PUNCT
stem-6727	58	14	stylistics	stylistic	NOUN
stem-6727	58	15	,	,	PUNCT
stem-6727	58	16	and	and	CCONJ
stem-6727	58	17	affective	affective	ADJ
stem-6727	58	18	communication	communication	NOUN
stem-6727	58	19	on	on	ADP
stem-6727	58	20	social	social	ADJ
stem-6727	58	21	media	medium	NOUN
stem-6727	58	22	,	,	PUNCT
stem-6727	58	23	pointing	point	VERB
stem-6727	58	24	out	out	ADP
stem-6727	58	25	what	what	PRON
stem-6727	58	26	was	be	AUX
stem-6727	58	27	found	find	VERB
stem-6727	58	28	and	and	CCONJ
stem-6727	58	29	where	where	SCONJ
stem-6727	58	30	gaps	gap	NOUN
stem-6727	58	31	existed	exist	VERB
stem-6727	58	32	that	that	SCONJ
stem-6727	58	33	this	this	DET
stem-6727	58	34	present	present	ADJ
stem-6727	58	35	research	research	NOUN
stem-6727	58	36	will	will	AUX
stem-6727	58	37	try	try	VERB
stem-6727	58	38	to	to	PART
stem-6727	58	39	fill	fill	VERB
stem-6727	58	40	.	.	PUNCT
stem-6727	59	1	2.1	2.1	NUM
stem-6727	59	2	.	.	PUNCT
stem-6727	59	3	semiotics	semiotic	NOUN
stem-6727	59	4	and	and	CCONJ
stem-6727	59	5	social	social	ADJ
stem-6727	59	6	media	medium	NOUN
stem-6727	59	7	2.1.1	2.1.1	NUM
stem-6727	59	8	.	.	PUNCT
stem-6727	60	1	understanding	understand	VERB
stem-6727	60	2	semiotics	semiotic	NOUN
stem-6727	60	3	semiotics	semiotic	NOUN
stem-6727	60	4	is	be	AUX
stem-6727	60	5	a	a	DET
stem-6727	60	6	scientific	scientific	ADJ
stem-6727	60	7	discipline	discipline	NOUN
stem-6727	60	8	considering	consider	VERB
stem-6727	60	9	signs	sign	NOUN
stem-6727	60	10	and	and	CCONJ
stem-6727	60	11	symbols	symbol	NOUN
stem-6727	60	12	as	as	ADP
stem-6727	60	13	parts	part	NOUN
stem-6727	60	14	of	of	ADP
stem-6727	60	15	the	the	DET
stem-6727	60	16	communicational	communicational	ADJ
stem-6727	60	17	behavior	behavior	NOUN
stem-6727	60	18	of	of	ADP
stem-6727	60	19	human	human	ADJ
stem-6727	60	20	beings	being	NOUN
stem-6727	60	21	;	;	PUNCT
stem-6727	60	22	both	both	DET
stem-6727	60	23	verbal	verbal	ADJ
stem-6727	60	24	and	and	CCONJ
stem-6727	60	25	non	non	ADJ
stem-6727	60	26	-	-	ADJ
stem-6727	60	27	verbal	verbal	ADJ
stem-6727	60	28	forms	form	NOUN
stem-6727	60	29	of	of	ADP
stem-6727	60	30	communication	communication	NOUN
stem-6727	60	31	come	come	VERB
stem-6727	60	32	into	into	ADP
stem-6727	60	33	view	view	NOUN
stem-6727	60	34	.	.	PUNCT
stem-6727	61	1	the	the	DET
stem-6727	61	2	basic	basic	ADJ
stem-6727	61	3	unit	unit	NOUN
stem-6727	61	4	of	of	ADP
stem-6727	61	5	semiotics	semiotic	NOUN
stem-6727	61	6	has	have	AUX
stem-6727	61	7	been	be	AUX
stem-6727	61	8	given	give	VERB
stem-6727	61	9	by	by	ADP
stem-6727	61	10	ferdinand	ferdinand	PROPN
stem-6727	61	11	de	de	PROPN
stem-6727	61	12	saussure	saussure	NOUN
stem-6727	61	13	in	in	ADP
stem-6727	61	14	1916	1916	NUM
stem-6727	61	15	,	,	PUNCT
stem-6727	61	16	which	which	PRON
stem-6727	61	17	elaborates	elaborate	VERB
stem-6727	61	18	upon	upon	SCONJ
stem-6727	61	19	the	the	DET
stem-6727	61	20	relation	relation	NOUN
stem-6727	61	21	between	between	ADP
stem-6727	61	22	the	the	DET
stem-6727	61	23	signifier	signifier	NOUN
stem-6727	61	24	-	-	PUNCT
stem-6727	61	25	that	that	ADV
stem-6727	61	26	is	be	AUX
stem-6727	61	27	,	,	PUNCT
stem-6727	61	28	the	the	DET
stem-6727	61	29	form	form	NOUN
stem-6727	61	30	of	of	ADP
stem-6727	61	31	the	the	DET
stem-6727	61	32	sign	sign	NOUN
stem-6727	61	33	-	-	PUNCT
stem-6727	61	34	and	and	CCONJ
stem-6727	61	35	the	the	DET
stem-6727	61	36	signified	signify	VERB
stem-6727	61	37	-	-	PUNCT
stem-6727	61	38	the	the	DET
stem-6727	61	39	concept	concept	NOUN
stem-6727	61	40	that	that	SCONJ
stem-6727	61	41	it	it	PRON
stem-6727	61	42	represents	represent	VERB
stem-6727	61	43	.	.	PUNCT
stem-6727	62	1	in	in	ADP
stem-6727	62	2	social	social	ADJ
stem-6727	62	3	media	medium	NOUN
stem-6727	62	4	,	,	PUNCT
stem-6727	62	5	for	for	ADP
stem-6727	62	6	instance	instance	NOUN
stem-6727	62	7	,	,	PUNCT
stem-6727	62	8	semiotic	semiotic	ADJ
stem-6727	62	9	resources	resource	NOUN
stem-6727	62	10	such	such	ADJ
stem-6727	62	11	as	as	ADP
stem-6727	62	12	emojis	emoji	NOUN
stem-6727	62	13	,	,	PUNCT
stem-6727	62	14	images	image	NOUN
stem-6727	62	15	,	,	PUNCT
stem-6727	62	16	and	and	CCONJ
stem-6727	62	17	hashtags	hashtag	NOUN
stem-6727	62	18	remain	remain	VERB
stem-6727	62	19	very	very	ADV
stem-6727	62	20	vital	vital	ADJ
stem-6727	62	21	in	in	ADP
stem-6727	62	22	communication	communication	NOUN
stem-6727	62	23	for	for	ADP
stem-6727	62	24	the	the	DET
stem-6727	62	25	expression	expression	NOUN
stem-6727	62	26	of	of	ADP
stem-6727	62	27	meaning	meaning	NOUN
stem-6727	62	28	and	and	CCONJ
stem-6727	62	29	emotion	emotion	NOUN
stem-6727	62	30	.	.	PUNCT
stem-6727	63	1	for	for	ADP
stem-6727	63	2	example	example	NOUN
stem-6727	63	3	,	,	PUNCT
stem-6727	63	4	kress	kress	PROPN
stem-6727	63	5	and	and	CCONJ
stem-6727	63	6	van	van	PROPN
stem-6727	63	7	leeuwen	leeuwen	PROPN
stem-6727	63	8	(	(	PUNCT
stem-6727	63	9	2006	2006	NUM
stem-6727	63	10	)	)	PUNCT
stem-6727	63	11	have	have	AUX
stem-6727	63	12	extended	extend	VERB
stem-6727	63	13	semiotic	semiotic	ADJ
stem-6727	63	14	theory	theory	NOUN
stem-6727	63	15	to	to	PART
stem-6727	63	16	consider	consider	VERB
stem-6727	63	17	the	the	DET
stem-6727	63	18	interplay	interplay	NOUN
stem-6727	63	19	of	of	ADP
stem-6727	63	20	modes	mode	NOUN
stem-6727	63	21	-	-	PUNCT
stem-6727	63	22	visual	visual	ADJ
stem-6727	63	23	,	,	PUNCT
stem-6727	63	24	linguistic	linguistic	ADJ
stem-6727	63	25	,	,	PUNCT
stem-6727	63	26	audio	audio	NOUN
stem-6727	63	27	among	among	ADP
stem-6727	63	28	others	other	NOUN
stem-6727	63	29	-	-	PUNCT
stem-6727	63	30	in	in	ADP
stem-6727	63	31	effecting	effect	VERB
stem-6727	63	32	meaning	meaning	NOUN
stem-6727	63	33	,	,	PUNCT
stem-6727	63	34	especially	especially	ADV
stem-6727	63	35	in	in	ADP
stem-6727	63	36	multimodal	multimodal	ADJ
stem-6727	63	37	contexts	context	NOUN
stem-6727	63	38	.	.	PUNCT
stem-6727	64	1	2.1.2	2.1.2	X
stem-6727	64	2	.	.	X
stem-6727	64	3	semiotics	semiotic	NOUN
stem-6727	64	4	in	in	ADP
stem-6727	64	5	affective	affective	ADJ
stem-6727	64	6	discourse	discourse	NOUN
stem-6727	64	7	semiotics	semiotic	NOUN
stem-6727	64	8	research	research	NOUN
stem-6727	64	9	in	in	ADP
stem-6727	64	10	social	social	ADJ
stem-6727	64	11	media	medium	NOUN
stem-6727	64	12	has	have	AUX
stem-6727	64	13	pointed	point	VERB
stem-6727	64	14	to	to	ADP
stem-6727	64	15	how	how	SCONJ
stem-6727	64	16	semiotic	semiotic	ADJ
stem-6727	64	17	resources	resource	NOUN
stem-6727	64	18	are	be	AUX
stem-6727	64	19	utilized	utilize	VERB
stem-6727	64	20	by	by	ADP
stem-6727	64	21	the	the	DET
stem-6727	64	22	users	user	NOUN
stem-6727	64	23	in	in	ADP
stem-6727	64	24	order	order	NOUN
stem-6727	64	25	to	to	PART
stem-6727	64	26	display	display	VERB
stem-6727	64	27	emotions	emotion	NOUN
stem-6727	64	28	.	.	PUNCT
stem-6727	65	1	hu	hu	PROPN
stem-6727	65	2	et	et	PROPN
stem-6727	65	3	al	al	PROPN
stem-6727	65	4	.	.	PROPN
stem-6727	66	1	(	(	PUNCT
stem-6727	66	2	2014	2014	NUM
stem-6727	66	3	)	)	PUNCT
stem-6727	66	4	show	show	VERB
stem-6727	66	5	how	how	SCONJ
stem-6727	66	6	emojis	emoji	NOUN
stem-6727	66	7	considerably	considerably	ADV
stem-6727	66	8	enrich	enrich	VERB
stem-6727	66	9	the	the	DET
stem-6727	66	10	emotional	emotional	ADJ
stem-6727	66	11	expressiveness	expressiveness	NOUN
stem-6727	66	12	of	of	ADP
stem-6727	66	13	tweets	tweet	NOUN
stem-6727	66	14	,	,	PUNCT
stem-6727	66	15	being	be	AUX
stem-6727	66	16	used	use	VERB
stem-6727	66	17	as	as	ADP
stem-6727	66	18	visual	visual	ADJ
stem-6727	66	19	abbreviations	abbreviation	NOUN
stem-6727	66	20	for	for	ADP
stem-6727	66	21	a	a	DET
stem-6727	66	22	meaning	meaning	NOUN
stem-6727	66	23	which	which	PRON
stem-6727	66	24	is	be	AUX
stem-6727	66	25	given	give	VERB
stem-6727	66	26	textually	textually	ADV
stem-6727	66	27	.	.	PUNCT
stem-6727	67	1	similarly	similarly	ADV
stem-6727	67	2	,	,	PUNCT
stem-6727	67	3	tagg	tagg	PROPN
stem-6727	67	4	and	and	CCONJ
stem-6727	67	5	seargeant	seargeant	NOUN
stem-6727	67	6	(	(	PUNCT
stem-6727	67	7	2019	2019	NUM
stem-6727	67	8	)	)	PUNCT
stem-6727	67	9	investigated	investigate	VERB
stem-6727	67	10	how	how	SCONJ
stem-6727	67	11	hashtags	hashtag	NOUN
stem-6727	67	12	function	function	VERB
stem-6727	67	13	as	as	ADP
stem-6727	67	14	semiotic	semiotic	ADJ
stem-6727	67	15	resources	resource	NOUN
stem-6727	67	16	within	within	ADP
stem-6727	67	17	emotional	emotional	ADJ
stem-6727	67	18	narratives	narrative	NOUN
stem-6727	67	19	,	,	PUNCT
stem-6727	67	20	demonstrating	demonstrate	VERB
stem-6727	67	21	how	how	SCONJ
stem-6727	67	22	users	user	NOUN
stem-6727	67	23	curate	curate	VERB
stem-6727	67	24	their	their	PRON
stem-6727	67	25	emotional	emotional	ADJ
stem-6727	67	26	identities	identity	NOUN
stem-6727	67	27	through	through	ADP
stem-6727	67	28	selective	selective	ADJ
stem-6727	67	29	tagging	tagging	NOUN
stem-6727	67	30	.	.	PUNCT
stem-6727	68	1	overall	overall	ADV
stem-6727	68	2	,	,	PUNCT
stem-6727	68	3	these	these	DET
stem-6727	68	4	studies	study	NOUN
stem-6727	68	5	evidence	evidence	VERB
stem-6727	68	6	an	an	DET
stem-6727	68	7	important	important	ADJ
stem-6727	68	8	position	position	NOUN
stem-6727	68	9	that	that	PRON
stem-6727	68	10	semiotics	semiotic	NOUN
stem-6727	68	11	occupy	occupy	VERB
stem-6727	68	12	in	in	ADP
stem-6727	68	13	explaining	explain	VERB
stem-6727	68	14	the	the	DET
stem-6727	68	15	ways	way	NOUN
stem-6727	68	16	within	within	ADP
stem-6727	68	17	which	which	PRON
stem-6727	68	18	users	user	NOUN
stem-6727	68	19	negotiate	negotiate	VERB
stem-6727	68	20	emotional	emotional	ADJ
stem-6727	68	21	expression	expression	NOUN
stem-6727	68	22	online	online	ADV
stem-6727	68	23	.	.	PUNCT
stem-6727	69	1	2.2	2.2	NUM
stem-6727	69	2	.	.	PUNCT
stem-6727	69	3	stylistics	stylistic	NOUN
stem-6727	69	4	in	in	ADP
stem-6727	69	5	social	social	ADJ
stem-6727	69	6	media	medium	NOUN
stem-6727	69	7	2.2.1	2.2.1	NUM
stem-6727	69	8	.	.	PUNCT
stem-6727	69	9	defining	define	VERB
stem-6727	69	10	stylistics	stylistic	NOUN
stem-6727	69	11	stylistics	stylistic	NOUN
stem-6727	69	12	is	be	AUX
stem-6727	69	13	a	a	DET
stem-6727	69	14	way	way	NOUN
stem-6727	69	15	of	of	ADP
stem-6727	69	16	viewing	view	VERB
stem-6727	69	17	linguistic	linguistic	ADJ
stem-6727	69	18	styles	style	NOUN
stem-6727	69	19	and	and	CCONJ
stem-6727	69	20	their	their	PRON
stem-6727	69	21	effects	effect	NOUN
stem-6727	69	22	on	on	ADP
stem-6727	69	23	meaning	meaning	NOUN
stem-6727	69	24	within	within	ADP
stem-6727	69	25	discourses	discourse	NOUN
stem-6727	69	26	reproduced	reproduce	VERB
stem-6727	69	27	via	via	ADP
stem-6727	69	28	social	social	ADJ
stem-6727	69	29	media	medium	NOUN
stem-6727	69	30	.	.	PUNCT
stem-6727	70	1	elements	element	NOUN
stem-6727	70	2	included	include	VERB
stem-6727	70	3	in	in	ADP
stem-6727	70	4	stylistics	stylistic	NOUN
stem-6727	70	5	will	will	AUX
stem-6727	70	6	be	be	AUX
stem-6727	70	7	:	:	PUNCT
stem-6727	70	8	tone	tone	NOUN
stem-6727	70	9	,	,	PUNCT
stem-6727	70	10	diction	diction	NOUN
stem-6727	70	11	,	,	PUNCT
stem-6727	70	12	and	and	CCONJ
stem-6727	70	13	rhetorical	rhetorical	ADJ
stem-6727	70	14	devices	device	NOUN
stem-6727	70	15	.	.	PUNCT
stem-6727	71	1	by	by	ADP
stem-6727	71	2	applying	apply	VERB
stem-6727	71	3	stylistics	stylistic	NOUN
stem-6727	71	4	in	in	ADP
stem-6727	71	5	the	the	DET
stem-6727	71	6	case	case	NOUN
stem-6727	71	7	of	of	ADP
stem-6727	71	8	digital	digital	ADJ
stem-6727	71	9	communication	communication	NOUN
stem-6727	71	10	,	,	PUNCT
stem-6727	71	11	one	one	PRON
stem-6727	71	12	can	can	AUX
stem-6727	71	13	perceive	perceive	VERB
stem-6727	71	14	how	how	SCONJ
stem-6727	71	15	particular	particular	ADJ
stem-6727	71	16	language	language	NOUN
stem-6727	71	17	choices	choice	NOUN
stem-6727	71	18	are	be	AUX
stem-6727	71	19	related	relate	VERB
stem-6727	71	20	to	to	ADP
stem-6727	71	21	emotional	emotional	ADJ
stem-6727	71	22	resonance	resonance	NOUN
stem-6727	71	23	and	and	CCONJ
stem-6727	71	24	user	user	NOUN
stem-6727	71	25	engagement	engagement	NOUN
stem-6727	71	26	.	.	PUNCT
stem-6727	72	1	2.2.2	2.2.2	X
stem-6727	72	2	.	.	PUNCT
stem-6727	72	3	stylistic	stylistic	ADJ
stem-6727	72	4	features	feature	NOUN
stem-6727	72	5	of	of	ADP
stem-6727	72	6	affective	affective	ADJ
stem-6727	72	7	discourse	discourse	NOUN
stem-6727	72	8	recent	recent	ADJ
stem-6727	72	9	analyses	analysis	NOUN
stem-6727	72	10	have	have	AUX
stem-6727	72	11	emphasized	emphasize	VERB
stem-6727	72	12	those	those	DET
stem-6727	72	13	very	very	ADV
stem-6727	72	14	stylistic	stylistic	ADJ
stem-6727	72	15	features	feature	NOUN
stem-6727	72	16	that	that	PRON
stem-6727	72	17	have	have	AUX
stem-6727	72	18	come	come	VERB
stem-6727	72	19	to	to	PART
stem-6727	72	20	be	be	AUX
stem-6727	72	21	associated	associate	VERB
stem-6727	72	22	with	with	ADP
stem-6727	72	23	effective	effective	ADJ
stem-6727	72	24	discourse	discourse	NOUN
stem-6727	72	25	on	on	ADP
stem-6727	72	26	social	social	ADJ
stem-6727	72	27	media	medium	NOUN
stem-6727	72	28	.	.	PUNCT
stem-6727	73	1	through	through	ADP
stem-6727	73	2	a	a	DET
stem-6727	73	3	qualitative	qualitative	ADJ
stem-6727	73	4	examination	examination	NOUN
stem-6727	73	5	of	of	ADP
stem-6727	73	6	emotional	emotional	ADJ
stem-6727	73	7	display	display	NOUN
stem-6727	73	8	on	on	ADP
stem-6727	73	9	facebook	facebook	PROPN
stem-6727	73	10	,	,	PUNCT
stem-6727	73	11	o'connor	o'connor	PROPN
stem-6727	73	12	et	et	PROPN
stem-6727	73	13	al	al	PROPN
stem-6727	73	14	.	.	PROPN
stem-6727	74	1	(	(	PUNCT
stem-6727	74	2	2017	2017	NUM
stem-6727	74	3	)	)	PUNCT
stem-6727	74	4	discovered	discover	VERB
stem-6727	74	5	that	that	SCONJ
stem-6727	74	6	hyperbole	hyperbole	NOUN
stem-6727	74	7	,	,	PUNCT
stem-6727	74	8	metaphor	metaphor	NOUN
stem-6727	74	9	,	,	PUNCT
stem-6727	74	10	and	and	CCONJ
stem-6727	74	11	personal	personal	ADJ
stem-6727	74	12	anecdotes	anecdote	NOUN
stem-6727	74	13	are	be	AUX
stem-6727	74	14	important	important	ADJ
stem-6727	74	15	stylistic	stylistic	ADJ
stem-6727	74	16	features	feature	NOUN
stem-6727	74	17	in	in	ADP
stem-6727	74	18	both	both	CCONJ
stem-6727	74	19	the	the	DET
stem-6727	74	20	highlighting	highlighting	NOUN
stem-6727	74	21	and	and	CCONJ
stem-6727	74	22	eliciting	elicit	VERB
stem-6727	74	23	of	of	ADP
stem-6727	74	24	emotional	emotional	ADJ
stem-6727	74	25	responses	response	NOUN
stem-6727	74	26	from	from	ADP
stem-6727	74	27	audiences	audience	NOUN
stem-6727	74	28	.	.	PUNCT
stem-6727	75	1	similarly	similarly	ADV
stem-6727	75	2	,	,	PUNCT
stem-6727	75	3	informal	informal	ADJ
stem-6727	75	4	language	language	NOUN
stem-6727	75	5	and	and	CCONJ
stem-6727	75	6	conversational	conversational	ADJ
stem-6727	75	7	tone	tone	NOUN
stem-6727	75	8	might	might	AUX
stem-6727	75	9	serve	serve	VERB
stem-6727	75	10	to	to	PART
stem-6727	75	11	help	help	VERB
stem-6727	75	12	users	user	NOUN
stem-6727	75	13	attain	attain	VERB
stem-6727	75	14	a	a	DET
stem-6727	75	15	sense	sense	NOUN
stem-6727	75	16	of	of	ADP
stem-6727	75	17	intimacy	intimacy	NOUN
stem-6727	75	18	or	or	CCONJ
stem-6727	75	19	contact	contact	NOUN
stem-6727	75	20	(	(	PUNCT
stem-6727	75	21	goffman	goffman	NOUN
stem-6727	75	22	,	,	PUNCT
stem-6727	75	23	1959	1959	NUM
stem-6727	75	24	)	)	PUNCT
stem-6727	75	25	.	.	PUNCT
stem-6727	76	1	besides	besides	SCONJ
stem-6727	76	2	,	,	PUNCT
stem-6727	76	3	research	research	NOUN
stem-6727	76	4	by	by	ADP
stem-6727	76	5	daskalovska	daskalovska	PROPN
stem-6727	76	6	et	et	PROPN
stem-6727	76	7	al	al	PROPN
stem-6727	76	8	.	.	PROPN
stem-6727	77	1	(	(	PUNCT
stem-6727	77	2	2019	2019	NUM
stem-6727	77	3	)	)	PUNCT
stem-6727	77	4	demonstrated	demonstrate	VERB
stem-6727	77	5	that	that	SCONJ
stem-6727	77	6	stylistic	stylistic	ADJ
stem-6727	77	7	means	mean	NOUN
stem-6727	77	8	related	relate	VERB
stem-6727	77	9	to	to	ADP
stem-6727	77	10	the	the	DET
stem-6727	77	11	structure	structure	NOUN
stem-6727	77	12	of	of	ADP
stem-6727	77	13	the	the	DET
stem-6727	77	14	narrative	narrative	NOUN
stem-6727	77	15	and	and	CCONJ
stem-6727	77	16	tempo	tempo	NOUN
stem-6727	77	17	are	be	AUX
stem-6727	77	18	essential	essential	ADJ
stem-6727	77	19	in	in	ADP
stem-6727	77	20	relation	relation	NOUN
stem-6727	77	21	to	to	ADP
stem-6727	77	22	the	the	DET
stem-6727	77	23	emotive	emotive	ADJ
stem-6727	77	24	involvement	involvement	NOUN
stem-6727	77	25	of	of	ADP
stem-6727	77	26	readers	reader	NOUN
stem-6727	77	27	,	,	PUNCT
stem-6727	77	28	which	which	PRON
stem-6727	77	29	suggests	suggest	VERB
stem-6727	77	30	that	that	SCONJ
stem-6727	77	31	the	the	DET
stem-6727	77	32	mode	mode	NOUN
stem-6727	77	33	of	of	ADP
stem-6727	77	34	narration	narration	NOUN
stem-6727	77	35	can	can	AUX
stem-6727	77	36	be	be	AUX
stem-6727	77	37	as	as	ADV
stem-6727	77	38	important	important	ADJ
stem-6727	77	39	as	as	ADP
stem-6727	77	40	the	the	DET
stem-6727	77	41	message	message	NOUN
stem-6727	77	42	per	per	ADP
stem-6727	77	43	se	se	X
stem-6727	77	44	.	.	PUNCT
stem-6727	78	1	these	these	DET
stem-6727	78	2	findings	finding	NOUN
stem-6727	78	3	point	point	VERB
stem-6727	78	4	to	to	ADP
stem-6727	78	5	the	the	DET
stem-6727	78	6	conclusion	conclusion	NOUN
stem-6727	78	7	that	that	SCONJ
stem-6727	78	8	stylistics	stylistic	NOUN
stem-6727	78	9	plays	play	VERB
stem-6727	78	10	an	an	DET
stem-6727	78	11	indispensable	indispensable	ADJ
stem-6727	78	12	role	role	NOUN
stem-6727	78	13	in	in	ADP
stem-6727	78	14	shaping	shape	VERB
stem-6727	78	15	the	the	DET
stem-6727	78	16	emotional	emotional	ADJ
stem-6727	78	17	landscape	landscape	NOUN
stem-6727	78	18	of	of	ADP
stem-6727	78	19	social	social	ADJ
stem-6727	78	20	media	medium	NOUN
stem-6727	78	21	discourse	discourse	NOUN
stem-6727	78	22	.	.	PUNCT
stem-6727	79	1	338	338	NUM
stem-6727	79	2	american	american	ADJ
stem-6727	79	3	journal	journal	PROPN
stem-6727	79	4	of	of	ADP
stem-6727	79	5	language	language	NOUN
stem-6727	79	6	,	,	PUNCT
stem-6727	79	7	literacy	literacy	NOUN
stem-6727	79	8	and	and	CCONJ
stem-6727	79	9	learning	learn	VERB
stem-6727	79	10	in	in	ADP
stem-6727	79	11	stem	stem	NOUN
stem-6727	79	12	education	education	NOUN
stem-6727	79	13	www	www	PROPN
stem-6727	79	14	.	.	PUNCT
stem-6727	80	1	grnjournal.us	grnjournal.us	X
stem-6727	80	2	2.3	2.3	NUM
stem-6727	80	3	.	.	PUNCT
stem-6727	81	1	affective	affective	ADJ
stem-6727	81	2	communication	communication	NOUN
stem-6727	81	3	in	in	ADP
stem-6727	81	4	digital	digital	ADJ
stem-6727	81	5	environments	environment	NOUN
stem-6727	81	6	2.3.1	2.3.1	NUM
stem-6727	81	7	.	.	PUNCT
stem-6727	82	1	the	the	DET
stem-6727	82	2	importance	importance	NOUN
stem-6727	82	3	of	of	ADP
stem-6727	82	4	affective	affective	ADJ
stem-6727	82	5	discourse	discourse	NOUN
stem-6727	82	6	more	more	ADV
stem-6727	82	7	recently	recently	ADV
stem-6727	82	8	,	,	PUNCT
stem-6727	82	9	the	the	DET
stem-6727	82	10	role	role	NOUN
stem-6727	82	11	of	of	ADP
stem-6727	82	12	affective	affective	ADJ
stem-6727	82	13	discourse	discourse	NOUN
stem-6727	82	14	in	in	ADP
stem-6727	82	15	digital	digital	ADJ
stem-6727	82	16	communication	communication	NOUN
stem-6727	82	17	studies	study	NOUN
stem-6727	82	18	is	be	AUX
stem-6727	82	19	increasingly	increasingly	ADV
stem-6727	82	20	being	be	AUX
stem-6727	82	21	recognised	recognise	VERB
stem-6727	82	22	for	for	ADP
stem-6727	82	23	its	its	PRON
stem-6727	82	24	ability	ability	NOUN
stem-6727	82	25	both	both	PRON
stem-6727	82	26	to	to	PART
stem-6727	82	27	reflect	reflect	VERB
stem-6727	82	28	the	the	DET
stem-6727	82	29	emotional	emotional	ADJ
stem-6727	82	30	state	state	NOUN
stem-6727	82	31	of	of	ADP
stem-6727	82	32	users	user	NOUN
stem-6727	82	33	and	and	CCONJ
stem-6727	82	34	to	to	PART
stem-6727	82	35	help	help	VERB
stem-6727	82	36	create	create	VERB
stem-6727	82	37	bonds	bond	NOUN
stem-6727	82	38	among	among	ADP
stem-6727	82	39	people	people	NOUN
stem-6727	82	40	.	.	PUNCT
stem-6727	83	1	in	in	ADP
stem-6727	83	2	particular	particular	ADJ
stem-6727	83	3	,	,	PUNCT
stem-6727	83	4	community	community	NOUN
stem-6727	83	5	development	development	NOUN
stem-6727	83	6	and	and	CCONJ
stem-6727	83	7	a	a	DET
stem-6727	83	8	sense	sense	NOUN
stem-6727	83	9	of	of	ADP
stem-6727	83	10	connectedness	connectedness	NOUN
stem-6727	83	11	feature	feature	NOUN
stem-6727	83	12	often	often	ADV
stem-6727	83	13	as	as	ADP
stem-6727	83	14	affecting	affect	VERB
stem-6727	83	15	discourses	discourse	NOUN
stem-6727	83	16	,	,	PUNCT
stem-6727	83	17	especially	especially	ADV
stem-6727	83	18	within	within	ADP
stem-6727	83	19	marginalised	marginalised	ADJ
stem-6727	83	20	groups	group	NOUN
stem-6727	83	21	,	,	PUNCT
stem-6727	83	22	for	for	ADP
stem-6727	83	23	instance	instance	NOUN
stem-6727	83	24	in	in	ADP
stem-6727	83	25	hsu	hsu	PROPN
stem-6727	83	26	et	et	PROPN
stem-6727	83	27	al	al	PROPN
stem-6727	83	28	.	.	PROPN
stem-6727	84	1	(	(	PUNCT
stem-6727	84	2	2019	2019	NUM
stem-6727	84	3	):	):	PUNCT
stem-6727	84	4	shared	share	VERB
stem-6727	84	5	emotional	emotional	ADJ
stem-6727	84	6	experiences	experience	NOUN
stem-6727	84	7	allow	allow	VERB
stem-6727	84	8	users	user	NOUN
stem-6727	84	9	to	to	PART
stem-6727	84	10	show	show	VERB
stem-6727	84	11	solidarity	solidarity	NOUN
stem-6727	84	12	and	and	CCONJ
stem-6727	84	13	support	support	NOUN
stem-6727	84	14	within	within	ADP
stem-6727	84	15	online	online	ADJ
stem-6727	84	16	communities	community	NOUN
stem-6727	84	17	.	.	PUNCT
stem-6727	85	1	2.3.2	2.3.2	X
stem-6727	85	2	.	.	PUNCT
stem-6727	85	3	affective	affective	ADJ
stem-6727	85	4	strategies	strategy	NOUN
stem-6727	85	5	in	in	ADP
stem-6727	85	6	social	social	ADJ
stem-6727	85	7	media	medium	NOUN
stem-6727	85	8	in	in	ADP
stem-6727	85	9	fact	fact	NOUN
stem-6727	85	10	,	,	PUNCT
stem-6727	85	11	research	research	NOUN
stem-6727	85	12	has	have	AUX
stem-6727	85	13	established	establish	VERB
stem-6727	85	14	a	a	DET
stem-6727	85	15	number	number	NOUN
stem-6727	85	16	of	of	ADP
stem-6727	85	17	ways	way	NOUN
stem-6727	85	18	in	in	ADP
stem-6727	85	19	which	which	PRON
stem-6727	85	20	users	user	NOUN
stem-6727	85	21	develop	develop	VERB
stem-6727	85	22	the	the	DET
stem-6727	85	23	means	mean	NOUN
stem-6727	85	24	to	to	PART
stem-6727	85	25	express	express	VERB
stem-6727	85	26	their	their	PRON
stem-6727	85	27	emotions	emotion	NOUN
stem-6727	85	28	more	more	ADV
stem-6727	85	29	effectively	effectively	ADV
stem-6727	85	30	.	.	PUNCT
stem-6727	86	1	for	for	ADP
stem-6727	86	2	example	example	NOUN
stem-6727	86	3	,	,	PUNCT
stem-6727	86	4	research	research	NOUN
stem-6727	86	5	has	have	AUX
stem-6727	86	6	documented	document	VERB
stem-6727	86	7	the	the	DET
stem-6727	86	8	use	use	NOUN
stem-6727	86	9	of	of	ADP
stem-6727	86	10	narratives	narrative	NOUN
stem-6727	86	11	as	as	ADP
stem-6727	86	12	a	a	DET
stem-6727	86	13	powerful	powerful	ADJ
stem-6727	86	14	tool	tool	NOUN
stem-6727	86	15	in	in	ADP
stem-6727	86	16	evoking	evoke	VERB
stem-6727	86	17	emotions	emotion	NOUN
stem-6727	86	18	(	(	PUNCT
stem-6727	86	19	adaval	adaval	PROPN
stem-6727	86	20	&	&	CCONJ
stem-6727	86	21	wyer	wyer	PROPN
stem-6727	86	22	,	,	PUNCT
stem-6727	86	23	2004	2004	NUM
stem-6727	86	24	)	)	PUNCT
stem-6727	86	25	.	.	PUNCT
stem-6727	87	1	frijda	frijda	NOUN
stem-6727	87	2	(	(	PUNCT
stem-6727	87	3	1986	1986	NUM
stem-6727	87	4	)	)	PUNCT
stem-6727	87	5	said	say	VERB
stem-6727	87	6	that	that	SCONJ
stem-6727	87	7	a	a	DET
stem-6727	87	8	narrative	narrative	NOUN
stem-6727	87	9	could	could	AUX
stem-6727	87	10	induce	induce	VERB
stem-6727	87	11	empathy	empathy	NOUN
stem-6727	87	12	and	and	CCONJ
stem-6727	87	13	thereby	thereby	ADV
stem-6727	87	14	function	function	VERB
stem-6727	87	15	to	to	PART
stem-6727	87	16	establish	establish	VERB
stem-6727	87	17	an	an	DET
stem-6727	87	18	emotional	emotional	ADJ
stem-6727	87	19	connection	connection	NOUN
stem-6727	87	20	with	with	ADP
stem-6727	87	21	another	another	DET
stem-6727	87	22	person	person	NOUN
stem-6727	87	23	,	,	PUNCT
stem-6727	87	24	thus	thus	ADV
stem-6727	87	25	making	make	VERB
stem-6727	87	26	narratives	narrative	NOUN
stem-6727	87	27	particularly	particularly	ADV
stem-6727	87	28	effective	effective	ADJ
stem-6727	87	29	in	in	ADP
stem-6727	87	30	affective	affective	ADJ
stem-6727	87	31	discourse	discourse	NOUN
stem-6727	87	32	.	.	PUNCT
stem-6727	88	1	users	user	NOUN
stem-6727	88	2	of	of	ADP
stem-6727	88	3	social	social	ADJ
stem-6727	88	4	media	medium	NOUN
stem-6727	88	5	often	often	ADV
stem-6727	88	6	post	post	VERB
stem-6727	88	7	personal	personal	ADJ
stem-6727	88	8	stories	story	NOUN
stem-6727	88	9	,	,	PUNCT
stem-6727	88	10	using	use	VERB
stem-6727	88	11	various	various	ADJ
stem-6727	88	12	stylistic	stylistic	ADJ
stem-6727	88	13	elements	element	NOUN
stem-6727	88	14	to	to	PART
stem-6727	88	15	stylize	stylize	VERB
stem-6727	88	16	their	their	PRON
stem-6727	88	17	narratives	narrative	NOUN
stem-6727	88	18	for	for	ADP
stem-6727	88	19	emotional	emotional	ADJ
stem-6727	88	20	effect	effect	NOUN
stem-6727	88	21	.	.	PUNCT
stem-6727	89	1	furthermore	furthermore	ADV
stem-6727	89	2	,	,	PUNCT
stem-6727	89	3	it	it	PRON
stem-6727	89	4	has	have	AUX
stem-6727	89	5	also	also	ADV
stem-6727	89	6	been	be	AUX
stem-6727	89	7	indicated	indicate	VERB
stem-6727	89	8	that	that	SCONJ
stem-6727	89	9	the	the	DET
stem-6727	89	10	interaction	interaction	NOUN
stem-6727	89	11	between	between	ADP
stem-6727	89	12	various	various	ADJ
stem-6727	89	13	semiotic	semiotic	ADJ
stem-6727	89	14	modes	mode	NOUN
stem-6727	89	15	,	,	PUNCT
stem-6727	89	16	such	such	ADJ
stem-6727	89	17	as	as	ADP
stem-6727	89	18	images	image	NOUN
stem-6727	89	19	and	and	CCONJ
stem-6727	89	20	text	text	NOUN
stem-6727	89	21	,	,	PUNCT
stem-6727	89	22	heightens	heighten	VERB
stem-6727	89	23	emotional	emotional	ADJ
stem-6727	89	24	expression	expression	NOUN
stem-6727	89	25	.	.	PUNCT
stem-6727	90	1	for	for	ADP
stem-6727	90	2	example	example	NOUN
stem-6727	90	3	,	,	PUNCT
stem-6727	90	4	work	work	NOUN
stem-6727	90	5	by	by	ADP
stem-6727	90	6	kress	kress	PROPN
stem-6727	90	7	(	(	PUNCT
stem-6727	90	8	2010	2010	NUM
stem-6727	90	9	)	)	PUNCT
stem-6727	90	10	has	have	AUX
stem-6727	90	11	demonstrated	demonstrate	VERB
stem-6727	90	12	how	how	SCONJ
stem-6727	90	13	visual	visual	ADJ
stem-6727	90	14	elements	element	NOUN
stem-6727	90	15	may	may	AUX
stem-6727	90	16	trigger	trigger	VERB
stem-6727	90	17	emotions	emotion	NOUN
stem-6727	90	18	that	that	PRON
stem-6727	90	19	complement	complement	VERB
stem-6727	90	20	or	or	CCONJ
stem-6727	90	21	contrast	contrast	VERB
stem-6727	90	22	with	with	ADP
stem-6727	90	23	the	the	DET
stem-6727	90	24	textual	textual	ADJ
stem-6727	90	25	message	message	NOUN
stem-6727	90	26	,	,	PUNCT
stem-6727	90	27	thus	thus	ADV
stem-6727	90	28	making	make	VERB
stem-6727	90	29	the	the	DET
stem-6727	90	30	communicative	communicative	ADJ
stem-6727	90	31	event	event	NOUN
stem-6727	90	32	more	more	ADV
stem-6727	90	33	complex	complex	ADJ
stem-6727	90	34	.	.	PUNCT
stem-6727	91	1	2.4	2.4	NUM
stem-6727	91	2	.	.	PUNCT
stem-6727	92	1	gaps	gap	NOUN
stem-6727	92	2	in	in	ADP
stem-6727	92	3	the	the	DET
stem-6727	92	4	literature	literature	NOUN
stem-6727	92	5	despite	despite	SCONJ
stem-6727	92	6	the	the	DET
stem-6727	92	7	increase	increase	NOUN
stem-6727	92	8	in	in	ADP
stem-6727	92	9	studies	study	NOUN
stem-6727	92	10	on	on	ADP
stem-6727	92	11	semiotics	semiotic	NOUN
stem-6727	92	12	,	,	PUNCT
stem-6727	92	13	stylistics	stylistic	NOUN
stem-6727	92	14	,	,	PUNCT
stem-6727	92	15	and	and	CCONJ
stem-6727	92	16	affective	affective	ADJ
stem-6727	92	17	communication	communication	NOUN
stem-6727	92	18	,	,	PUNCT
stem-6727	92	19	a	a	DET
stem-6727	92	20	few	few	ADJ
stem-6727	92	21	lacunae	lacunae	NOUN
stem-6727	92	22	remain	remain	VERB
stem-6727	92	23	.	.	PUNCT
stem-6727	93	1	first	first	ADV
stem-6727	93	2	,	,	PUNCT
stem-6727	93	3	there	there	PRON
stem-6727	93	4	is	be	VERB
stem-6727	93	5	extensive	extensive	ADJ
stem-6727	93	6	research	research	NOUN
stem-6727	93	7	on	on	ADP
stem-6727	93	8	either	either	CCONJ
stem-6727	93	9	semiotic	semiotic	ADJ
stem-6727	93	10	or	or	CCONJ
stem-6727	93	11	stylistic	stylistic	ADJ
stem-6727	93	12	aspects	aspect	NOUN
stem-6727	93	13	of	of	ADP
stem-6727	93	14	discourse	discourse	NOUN
stem-6727	93	15	on	on	ADP
stem-6727	93	16	social	social	ADJ
stem-6727	93	17	media	medium	NOUN
stem-6727	93	18	;	;	PUNCT
stem-6727	93	19	however	however	ADV
stem-6727	93	20	,	,	PUNCT
stem-6727	93	21	very	very	ADV
stem-6727	93	22	few	few	ADJ
stem-6727	93	23	studies	study	NOUN
stem-6727	93	24	have	have	AUX
stem-6727	93	25	looked	look	VERB
stem-6727	93	26	at	at	ADP
stem-6727	93	27	their	their	PRON
stem-6727	93	28	interaction	interaction	NOUN
stem-6727	93	29	.	.	PUNCT
stem-6727	94	1	overall	overall	ADV
stem-6727	94	2	,	,	PUNCT
stem-6727	94	3	current	current	ADJ
stem-6727	94	4	literature	literature	NOUN
stem-6727	94	5	often	often	ADV
stem-6727	94	6	treats	treat	VERB
stem-6727	94	7	these	these	DET
stem-6727	94	8	dimensions	dimension	NOUN
stem-6727	94	9	as	as	ADP
stem-6727	94	10	separate	separate	ADJ
stem-6727	94	11	,	,	PUNCT
stem-6727	94	12	ignoring	ignore	VERB
stem-6727	94	13	the	the	DET
stem-6727	94	14	complexity	complexity	NOUN
stem-6727	94	15	of	of	ADP
stem-6727	94	16	the	the	DET
stem-6727	94	17	interplay	interplay	NOUN
stem-6727	94	18	of	of	ADP
stem-6727	94	19	these	these	DET
stem-6727	94	20	dynamics	dynamic	NOUN
stem-6727	94	21	and	and	CCONJ
stem-6727	94	22	shaping	shape	VERB
stem-6727	94	23	affective	affective	ADJ
stem-6727	94	24	communication	communication	NOUN
stem-6727	94	25	.	.	PUNCT
stem-6727	95	1	second	second	ADJ
stem-6727	95	2	,	,	PUNCT
stem-6727	95	3	most	most	ADJ
stem-6727	95	4	of	of	ADP
stem-6727	95	5	the	the	DET
stem-6727	95	6	available	available	ADJ
stem-6727	95	7	studies	study	NOUN
stem-6727	95	8	have	have	AUX
stem-6727	95	9	been	be	AUX
stem-6727	95	10	designed	design	VERB
stem-6727	95	11	either	either	CCONJ
stem-6727	95	12	for	for	ADP
stem-6727	95	13	specific	specific	ADJ
stem-6727	95	14	platforms	platform	NOUN
stem-6727	95	15	or	or	CCONJ
stem-6727	95	16	demographic	demographic	ADJ
stem-6727	95	17	groups	group	NOUN
stem-6727	95	18	;	;	PUNCT
stem-6727	95	19	hence	hence	ADV
stem-6727	95	20	,	,	PUNCT
stem-6727	95	21	their	their	PRON
stem-6727	95	22	generalization	generalization	NOUN
stem-6727	95	23	to	to	ADP
stem-6727	95	24	other	other	ADJ
stem-6727	95	25	populations	population	NOUN
stem-6727	95	26	is	be	AUX
stem-6727	95	27	limited	limited	ADJ
stem-6727	95	28	.	.	PUNCT
stem-6727	96	1	this	this	PRON
stem-6727	96	2	is	be	AUX
stem-6727	96	3	to	to	PART
stem-6727	96	4	say	say	VERB
stem-6727	96	5	that	that	SCONJ
stem-6727	96	6	comprehensive	comprehensive	ADJ
stem-6727	96	7	analyses	analysis	NOUN
stem-6727	96	8	are	be	AUX
stem-6727	96	9	still	still	ADV
stem-6727	96	10	lacking	lack	VERB
stem-6727	96	11	in	in	ADP
stem-6727	96	12	considering	consider	VERB
stem-6727	96	13	a	a	DET
stem-6727	96	14	wide	wide	ADJ
stem-6727	96	15	range	range	NOUN
stem-6727	96	16	of	of	ADP
stem-6727	96	17	social	social	ADJ
stem-6727	96	18	media	medium	NOUN
stem-6727	96	19	platforms	platform	NOUN
stem-6727	96	20	and	and	CCONJ
stem-6727	96	21	diverse	diverse	ADJ
stem-6727	96	22	demographics	demographic	NOUN
stem-6727	96	23	of	of	ADP
stem-6727	96	24	users	user	NOUN
stem-6727	96	25	,	,	PUNCT
stem-6727	96	26	in	in	ADP
stem-6727	96	27	order	order	NOUN
stem-6727	96	28	to	to	PART
stem-6727	96	29	understand	understand	VERB
stem-6727	96	30	better	well	ADV
stem-6727	96	31	how	how	SCONJ
stem-6727	96	32	this	this	DET
stem-6727	96	33	affective	affective	ADJ
stem-6727	96	34	discourse	discourse	NOUN
stem-6727	96	35	functions	function	NOUN
stem-6727	96	36	across	across	ADP
stem-6727	96	37	these	these	DET
stem-6727	96	38	differing	differ	VERB
stem-6727	96	39	contexts	contexts	NOUN
stem-6727	96	40	.	.	PUNCT
stem-6727	97	1	the	the	DET
stem-6727	97	2	methodological	methodological	ADJ
stem-6727	97	3	features	feature	NOUN
stem-6727	97	4	of	of	ADP
stem-6727	97	5	most	most	ADJ
stem-6727	97	6	of	of	ADP
stem-6727	97	7	these	these	DET
stem-6727	97	8	studies	study	NOUN
stem-6727	97	9	have	have	AUX
stem-6727	97	10	been	be	AUX
stem-6727	97	11	based	base	VERB
stem-6727	97	12	on	on	ADP
stem-6727	97	13	qualitative	qualitative	ADJ
stem-6727	97	14	approaches	approach	NOUN
stem-6727	97	15	,	,	PUNCT
stem-6727	97	16	which	which	PRON
stem-6727	97	17	,	,	PUNCT
stem-6727	97	18	though	though	SCONJ
stem-6727	97	19	rich	rich	ADJ
stem-6727	97	20	in	in	ADP
stem-6727	97	21	their	their	PRON
stem-6727	97	22	detail	detail	NOUN
stem-6727	97	23	and	and	CCONJ
stem-6727	97	24	insight	insight	NOUN
stem-6727	97	25	,	,	PUNCT
stem-6727	97	26	are	be	AUX
stem-6727	97	27	nonetheless	nonetheless	ADV
stem-6727	97	28	perhaps	perhaps	ADV
stem-6727	97	29	unable	unable	ADJ
stem-6727	97	30	to	to	PART
stem-6727	97	31	realize	realize	VERB
stem-6727	97	32	the	the	DET
stem-6727	97	33	wider	wide	ADJ
stem-6727	97	34	trend	trend	NOUN
stem-6727	97	35	of	of	ADP
stem-6727	97	36	affective	affective	ADJ
stem-6727	97	37	discourse	discourse	NOUN
stem-6727	97	38	.	.	PUNCT
stem-6727	98	1	a	a	DET
stem-6727	98	2	mixed	mix	VERB
stem-6727	98	3	-	-	PUNCT
stem-6727	98	4	methods	method	NOUN
stem-6727	98	5	approach	approach	NOUN
stem-6727	98	6	,	,	PUNCT
stem-6727	98	7	integrating	integrate	VERB
stem-6727	98	8	both	both	CCONJ
stem-6727	98	9	qualitative	qualitative	ADJ
stem-6727	98	10	and	and	CCONJ
stem-6727	98	11	quantitative	quantitative	ADJ
stem-6727	98	12	analyses	analysis	NOUN
stem-6727	98	13	,	,	PUNCT
stem-6727	98	14	could	could	AUX
stem-6727	98	15	give	give	VERB
stem-6727	98	16	a	a	DET
stem-6727	98	17	more	more	ADV
stem-6727	98	18	nuanced	nuanced	ADJ
stem-6727	98	19	understanding	understanding	NOUN
stem-6727	98	20	of	of	ADP
stem-6727	98	21	the	the	DET
stem-6727	98	22	phenomena	phenomenon	NOUN
stem-6727	98	23	.	.	PUNCT
stem-6727	99	1	3	3	X
stem-6727	99	2	.	.	X
stem-6727	99	3	methodology	methodology	NOUN
stem-6727	99	4	3.1	3.1	NUM
stem-6727	99	5	.	.	PUNCT
stem-6727	100	1	nature	nature	NOUN
stem-6727	100	2	of	of	ADP
stem-6727	100	3	the	the	DET
stem-6727	100	4	study	study	NOUN
stem-6727	100	5	the	the	DET
stem-6727	100	6	core	core	NOUN
stem-6727	100	7	mixed	mix	VERB
stem-6727	100	8	-	-	PUNCT
stem-6727	100	9	method	method	NOUN
stem-6727	100	10	approach	approach	NOUN
stem-6727	100	11	in	in	ADP
stem-6727	100	12	this	this	DET
stem-6727	100	13	study	study	NOUN
stem-6727	100	14	will	will	AUX
stem-6727	100	15	combine	combine	VERB
stem-6727	100	16	qualitative	qualitative	ADJ
stem-6727	100	17	and	and	CCONJ
stem-6727	100	18	quantitative	quantitative	ADJ
stem-6727	100	19	research	research	NOUN
stem-6727	100	20	methods	method	NOUN
stem-6727	100	21	to	to	PART
stem-6727	100	22	comprehensively	comprehensively	ADV
stem-6727	100	23	investigate	investigate	VERB
stem-6727	100	24	affective	affective	ADJ
stem-6727	100	25	discourse	discourse	NOUN
stem-6727	100	26	in	in	ADP
stem-6727	100	27	social	social	ADJ
stem-6727	100	28	media	medium	NOUN
stem-6727	100	29	.	.	PUNCT
stem-6727	101	1	qualitative	qualitative	ADJ
stem-6727	101	2	analysis	analysis	NOUN
stem-6727	101	3	identifies	identify	VERB
stem-6727	101	4	the	the	DET
stem-6727	101	5	semiotic	semiotic	ADJ
stem-6727	101	6	and	and	CCONJ
stem-6727	101	7	stylistic	stylistic	ADJ
stem-6727	101	8	features	feature	NOUN
stem-6727	101	9	of	of	ADP
stem-6727	101	10	emotional	emotional	ADJ
stem-6727	101	11	expression	expression	NOUN
stem-6727	101	12	,	,	PUNCT
stem-6727	101	13	while	while	SCONJ
stem-6727	101	14	quantitative	quantitative	ADJ
stem-6727	101	15	analysis	analysis	NOUN
stem-6727	101	16	examines	examine	VERB
stem-6727	101	17	user	user	NOUN
stem-6727	101	18	-	-	PUNCT
stem-6727	101	19	generated	generate	VERB
stem-6727	101	20	patterns	pattern	NOUN
stem-6727	101	21	and	and	CCONJ
stem-6727	101	22	trends	trend	NOUN
stem-6727	101	23	across	across	ADP
stem-6727	101	24	different	different	ADJ
stem-6727	101	25	platforms	platform	NOUN
stem-6727	101	26	.	.	PUNCT
stem-6727	102	1	their	their	PRON
stem-6727	102	2	combination	combination	NOUN
stem-6727	102	3	not	not	PART
stem-6727	102	4	only	only	ADV
stem-6727	102	5	offers	offer	VERB
stem-6727	102	6	an	an	DET
stem-6727	102	7	in	in	ADP
stem-6727	102	8	-	-	PUNCT
stem-6727	102	9	depth	depth	NOUN
stem-6727	102	10	grasp	grasp	NOUN
stem-6727	102	11	of	of	ADP
stem-6727	102	12	how	how	SCONJ
stem-6727	102	13	users	user	NOUN
stem-6727	102	14	express	express	VERB
stem-6727	102	15	emotions	emotion	NOUN
stem-6727	102	16	but	but	CCONJ
stem-6727	102	17	also	also	ADV
stem-6727	102	18	how	how	SCONJ
stem-6727	102	19	such	such	ADJ
stem-6727	102	20	articulations	articulation	NOUN
stem-6727	102	21	shape	shape	VERB
stem-6727	102	22	social	social	ADJ
stem-6727	102	23	interaction	interaction	NOUN
stem-6727	102	24	.	.	PUNCT
stem-6727	103	1	3.2	3.2	NUM
stem-6727	103	2	.	.	PUNCT
stem-6727	103	3	data	datum	NOUN
stem-6727	103	4	collection	collection	NOUN
stem-6727	103	5	and	and	CCONJ
stem-6727	103	6	description	description	NOUN
stem-6727	103	7	3.3	3.3	NUM
stem-6727	103	8	.	.	PUNCT
stem-6727	104	1	data	datum	NOUN
stem-6727	104	2	sources	source	NOUN
stem-6727	104	3	the	the	DET
stem-6727	104	4	primary	primary	ADJ
stem-6727	104	5	data	datum	NOUN
stem-6727	104	6	sources	source	NOUN
stem-6727	104	7	for	for	ADP
stem-6727	104	8	this	this	DET
stem-6727	104	9	research	research	NOUN
stem-6727	104	10	are	be	AUX
stem-6727	104	11	user	user	NOUN
stem-6727	104	12	-	-	PUNCT
stem-6727	104	13	generated	generate	VERB
stem-6727	104	14	content	content	NOUN
stem-6727	104	15	from	from	ADP
stem-6727	104	16	the	the	DET
stem-6727	104	17	following	follow	VERB
stem-6727	104	18	three	three	NUM
stem-6727	104	19	major	major	ADJ
stem-6727	104	20	social	social	ADJ
stem-6727	104	21	media	medium	NOUN
stem-6727	104	22	platforms	platform	NOUN
stem-6727	104	23	:	:	PUNCT
stem-6727	104	24	twitter	twitter	NOUN
stem-6727	104	25	,	,	PUNCT
stem-6727	104	26	instagram	instagram	PROPN
stem-6727	104	27	,	,	PUNCT
stem-6727	104	28	and	and	CCONJ
stem-6727	104	29	facebook	facebook	NOUN
stem-6727	104	30	.	.	PUNCT
stem-6727	105	1	the	the	DET
stem-6727	105	2	three	three	NUM
stem-6727	105	3	social	social	ADJ
stem-6727	105	4	media	medium	NOUN
stem-6727	105	5	platforms	platform	NOUN
stem-6727	105	6	have	have	AUX
stem-6727	105	7	been	be	AUX
stem-6727	105	8	selected	select	VERB
stem-6727	105	9	to	to	PART
stem-6727	105	10	serve	serve	VERB
stem-6727	105	11	the	the	DET
stem-6727	105	12	purpose	purpose	NOUN
stem-6727	105	13	of	of	ADP
stem-6727	105	14	this	this	DET
stem-6727	105	15	study	study	NOUN
stem-6727	105	16	because	because	SCONJ
stem-6727	105	17	of	of	ADP
stem-6727	105	18	their	their	PRON
stem-6727	105	19	popularity	popularity	NOUN
stem-6727	105	20	and	and	CCONJ
stem-6727	105	21	for	for	ADP
stem-6727	105	22	their	their	PRON
stem-6727	105	23	characteristic	characteristic	ADJ
stem-6727	105	24	distinctive	distinctive	ADJ
stem-6727	105	25	modes	mode	NOUN
stem-6727	105	26	of	of	ADP
stem-6727	105	27	communication	communication	NOUN
stem-6727	105	28	that	that	PRON
stem-6727	105	29	best	well	ADV
stem-6727	105	30	facilitate	facilitate	VERB
stem-6727	105	31	varied	varied	ADJ
stem-6727	105	32	forms	form	NOUN
stem-6727	105	33	of	of	ADP
stem-6727	105	34	affective	affective	ADJ
stem-6727	105	35	discourse	discourse	NOUN
stem-6727	105	36	.	.	PUNCT
stem-6727	106	1	a	a	DET
stem-6727	106	2	period	period	NOUN
stem-6727	106	3	339	339	NUM
stem-6727	106	4	american	american	ADJ
stem-6727	106	5	journal	journal	NOUN
stem-6727	106	6	of	of	ADP
stem-6727	106	7	language	language	NOUN
stem-6727	106	8	,	,	PUNCT
stem-6727	106	9	literacy	literacy	NOUN
stem-6727	106	10	and	and	CCONJ
stem-6727	106	11	learning	learn	VERB
stem-6727	106	12	in	in	ADP
stem-6727	106	13	stem	stem	NOUN
stem-6727	106	14	education	education	NOUN
stem-6727	106	15	www	www	NOUN
stem-6727	106	16	.	.	PUNCT
stem-6727	107	1	grnjournal.us	grnjournal.us	X
stem-6727	107	2	of	of	ADP
stem-6727	107	3	two	two	NUM
stem-6727	107	4	years	year	NOUN
stem-6727	107	5	has	have	AUX
stem-6727	107	6	been	be	AUX
stem-6727	107	7	considered	consider	VERB
stem-6727	107	8	for	for	ADP
stem-6727	107	9	data	data	NOUN
stem-6727	107	10	collection	collection	NOUN
stem-6727	107	11	-	-	PUNCT
stem-6727	107	12	from	from	ADP
stem-6727	107	13	january	january	PROPN
stem-6727	107	14	2022	2022	NUM
stem-6727	107	15	to	to	ADP
stem-6727	107	16	december	december	PROPN
stem-6727	107	17	2023	2023	NUM
stem-6727	107	18	-	-	PUNCT
stem-6727	107	19	so	so	SCONJ
stem-6727	107	20	that	that	SCONJ
stem-6727	107	21	the	the	DET
stem-6727	107	22	data	data	NOUN
stem-6727	107	23	is	be	AUX
stem-6727	107	24	contemporary	contemporary	ADJ
stem-6727	107	25	regarding	regard	VERB
stem-6727	107	26	emotional	emotional	ADJ
stem-6727	107	27	expression	expression	NOUN
stem-6727	107	28	in	in	ADP
stem-6727	107	29	digital	digital	ADJ
stem-6727	107	30	communication	communication	NOUN
stem-6727	107	31	.	.	PUNCT
stem-6727	108	1	3.4	3.4	NUM
stem-6727	108	2	.	.	PUNCT
stem-6727	108	3	data	datum	NOUN
stem-6727	108	4	sampling	sample	VERB
stem-6727	108	5	data	datum	NOUN
stem-6727	108	6	collection	collection	NOUN
stem-6727	108	7	in	in	ADP
stem-6727	108	8	this	this	DET
stem-6727	108	9	study	study	NOUN
stem-6727	108	10	involved	involve	VERB
stem-6727	108	11	a	a	DET
stem-6727	108	12	stratified	stratified	ADJ
stem-6727	108	13	sampling	sampling	NOUN
stem-6727	108	14	method	method	NOUN
stem-6727	108	15	in	in	ADP
stem-6727	108	16	which	which	PRON
stem-6727	108	17	each	each	DET
stem-6727	108	18	platform	platform	NOUN
stem-6727	108	19	sampled	sample	VERB
stem-6727	108	20	posts	post	NOUN
stem-6727	108	21	in	in	ADP
stem-6727	108	22	a	a	DET
stem-6727	108	23	manner	manner	NOUN
stem-6727	108	24	representative	representative	NOUN
stem-6727	108	25	across	across	ADP
stem-6727	108	26	the	the	DET
stem-6727	108	27	samples	sample	NOUN
stem-6727	108	28	.	.	PUNCT
stem-6727	109	1	posts	post	NOUN
stem-6727	109	2	were	be	AUX
stem-6727	109	3	collected	collect	VERB
stem-6727	109	4	from	from	ADP
stem-6727	109	5	twitter	twitter	NOUN
stem-6727	109	6	's	's	PART
stem-6727	109	7	api	api	NOUN
stem-6727	109	8	for	for	ADP
stem-6727	109	9	emotional	emotional	ADJ
stem-6727	109	10	words	word	NOUN
stem-6727	109	11	such	such	ADJ
stem-6727	109	12	as	as	ADP
stem-6727	109	13	'	'	PUNCT
stem-6727	109	14	happy	happy	ADJ
stem-6727	109	15	'	'	PUNCT
stem-6727	109	16	,	,	PUNCT
stem-6727	109	17	'	'	PUNCT
stem-6727	109	18	sad	sad	ADJ
stem-6727	109	19	'	'	PUNCT
stem-6727	109	20	,	,	PUNCT
stem-6727	109	21	and	and	CCONJ
stem-6727	109	22	'	'	PUNCT
stem-6727	109	23	angry	angry	ADJ
stem-6727	109	24	'	'	PUNCT
stem-6727	109	25	.	.	PUNCT
stem-6727	110	1	a	a	DET
stem-6727	110	2	total	total	NOUN
stem-6727	110	3	of	of	ADP
stem-6727	110	4	1,000	1,000	NUM
stem-6727	110	5	tweets	tweet	NOUN
stem-6727	110	6	from	from	ADP
stem-6727	110	7	twitter	twitter	NOUN
stem-6727	110	8	,	,	PUNCT
stem-6727	110	9	500	500	NUM
stem-6727	110	10	instagram	instagram	PROPN
stem-6727	110	11	posts	post	NOUN
stem-6727	110	12	containing	contain	VERB
stem-6727	110	13	emojis	emoji	NOUN
stem-6727	110	14	and	and	CCONJ
stem-6727	110	15	hashtags	hashtag	NOUN
stem-6727	110	16	linked	link	VERB
stem-6727	110	17	to	to	ADP
stem-6727	110	18	feelings	feeling	NOUN
stem-6727	110	19	,	,	PUNCT
stem-6727	110	20	and	and	CCONJ
stem-6727	110	21	500	500	NUM
stem-6727	110	22	status	status	NOUN
stem-6727	110	23	updates	update	NOUN
stem-6727	110	24	from	from	ADP
stem-6727	110	25	facebook	facebook	PROPN
stem-6727	110	26	were	be	AUX
stem-6727	110	27	gathered	gather	VERB
stem-6727	110	28	through	through	ADP
stem-6727	110	29	manual	manual	ADJ
stem-6727	110	30	extraction	extraction	NOUN
stem-6727	110	31	on	on	ADP
stem-6727	110	32	public	public	ADJ
stem-6727	110	33	pages	page	NOUN
stem-6727	110	34	.	.	PUNCT
stem-6727	111	1	the	the	DET
stem-6727	111	2	posts	post	NOUN
stem-6727	111	3	were	be	AUX
stem-6727	111	4	selected	select	VERB
stem-6727	111	5	in	in	ADP
stem-6727	111	6	a	a	DET
stem-6727	111	7	way	way	NOUN
stem-6727	111	8	to	to	PART
stem-6727	111	9	reflect	reflect	VERB
stem-6727	111	10	a	a	DET
stem-6727	111	11	variety	variety	NOUN
stem-6727	111	12	of	of	ADP
stem-6727	111	13	emotional	emotional	ADJ
stem-6727	111	14	expressions	expression	NOUN
stem-6727	111	15	,	,	PUNCT
stem-6727	111	16	both	both	CCONJ
stem-6727	111	17	positive	positive	ADJ
stem-6727	111	18	and	and	CCONJ
stem-6727	111	19	negative	negative	ADJ
stem-6727	111	20	.	.	PUNCT
stem-6727	112	1	3.5	3.5	NUM
stem-6727	112	2	.	.	PUNCT
stem-6727	113	1	data	datum	NOUN
stem-6727	113	2	description	description	NOUN
stem-6727	113	3	it	it	PRON
stem-6727	113	4	represents	represent	VERB
stem-6727	113	5	a	a	DET
stem-6727	113	6	rich	rich	ADJ
stem-6727	113	7	variety	variety	NOUN
stem-6727	113	8	of	of	ADP
stem-6727	113	9	textual	textual	ADJ
stem-6727	113	10	and	and	CCONJ
stem-6727	113	11	multimodal	multimodal	ADJ
stem-6727	113	12	elements	element	NOUN
stem-6727	113	13	in	in	ADP
stem-6727	113	14	data	datum	NOUN
stem-6727	113	15	:	:	PUNCT
stem-6727	113	16	the	the	DET
stem-6727	113	17	tweets	tweet	NOUN
stem-6727	113	18	contain	contain	VERB
stem-6727	113	19	short	short	ADJ
stem-6727	113	20	text	text	NOUN
stem-6727	113	21	messages	message	NOUN
stem-6727	113	22	,	,	PUNCT
stem-6727	113	23	and	and	CCONJ
stem-6727	113	24	often	often	ADV
stem-6727	113	25	pictures	picture	NOUN
stem-6727	113	26	or	or	CCONJ
stem-6727	113	27	links	link	NOUN
stem-6727	113	28	are	be	AUX
stem-6727	113	29	added	add	VERB
stem-6727	113	30	to	to	ADP
stem-6727	113	31	this	this	DET
stem-6727	113	32	text	text	NOUN
stem-6727	113	33	.	.	PUNCT
stem-6727	114	1	the	the	DET
stem-6727	114	2	posts	post	NOUN
stem-6727	114	3	on	on	ADP
stem-6727	114	4	instagram	instagram	PROPN
stem-6727	114	5	consist	consist	NOUN
stem-6727	114	6	of	of	ADP
stem-6727	114	7	pictures	picture	NOUN
stem-6727	114	8	and	and	CCONJ
stem-6727	114	9	videos	video	NOUN
stem-6727	114	10	with	with	ADP
stem-6727	114	11	a	a	DET
stem-6727	114	12	high	high	ADJ
stem-6727	114	13	chance	chance	NOUN
stem-6727	114	14	of	of	ADP
stem-6727	114	15	having	have	VERB
stem-6727	114	16	captions	caption	NOUN
stem-6727	114	17	-	-	PUNCT
stem-6727	114	18	a	a	DET
stem-6727	114	19	part	part	NOUN
stem-6727	114	20	of	of	ADP
stem-6727	114	21	which	which	PRON
stem-6727	114	22	might	might	AUX
stem-6727	114	23	be	be	AUX
stem-6727	114	24	emotionally	emotionally	ADV
stem-6727	114	25	expressive	expressive	ADJ
stem-6727	114	26	.	.	PUNCT
stem-6727	115	1	in	in	ADP
stem-6727	115	2	the	the	DET
stem-6727	115	3	case	case	NOUN
stem-6727	115	4	of	of	ADP
stem-6727	115	5	facebook	facebook	NOUN
stem-6727	115	6	,	,	PUNCT
stem-6727	115	7	though	though	ADV
stem-6727	115	8	,	,	PUNCT
stem-6727	115	9	the	the	DET
stem-6727	115	10	posts	post	NOUN
stem-6727	115	11	were	be	AUX
stem-6727	115	12	long	long	ADJ
stem-6727	115	13	text	text	NOUN
stem-6727	115	14	updates	update	NOUN
stem-6727	115	15	that	that	SCONJ
stem-6727	115	16	sometimes	sometimes	ADV
stem-6727	115	17	incorporated	incorporate	VERB
stem-6727	115	18	multimedia	multimedia	NOUN
stem-6727	115	19	aspects	aspect	NOUN
stem-6727	115	20	-	-	PUNCT
stem-6727	115	21	even	even	ADV
stem-6727	115	22	allowing	allow	VERB
stem-6727	115	23	for	for	ADP
stem-6727	115	24	a	a	DET
stem-6727	115	25	richer	rich	ADJ
stem-6727	115	26	narrative	narrative	NOUN
stem-6727	115	27	context	context	NOUN
stem-6727	115	28	.	.	PUNCT
stem-6727	116	1	the	the	DET
stem-6727	116	2	above	above	ADV
stem-6727	116	3	-	-	PUNCT
stem-6727	116	4	mentioned	mention	VERB
stem-6727	116	5	variation	variation	NOUN
stem-6727	116	6	enables	enable	VERB
stem-6727	116	7	the	the	DET
stem-6727	116	8	analysis	analysis	NOUN
stem-6727	116	9	of	of	ADP
stem-6727	116	10	how	how	SCONJ
stem-6727	116	11	different	different	ADJ
stem-6727	116	12	semiotic	semiotic	ADJ
stem-6727	116	13	and	and	CCONJ
stem-6727	116	14	stylistic	stylistic	ADJ
stem-6727	116	15	features	feature	NOUN
stem-6727	116	16	appear	appear	VERB
stem-6727	116	17	across	across	ADP
stem-6727	116	18	these	these	DET
stem-6727	116	19	platforms	platform	NOUN
stem-6727	116	20	.	.	PUNCT
stem-6727	117	1	3.6	3.6	NUM
stem-6727	117	2	.	.	PUNCT
stem-6727	117	3	model	model	NOUN
stem-6727	117	4	of	of	ADP
stem-6727	117	5	the	the	DET
stem-6727	117	6	study	study	NOUN
stem-6727	117	7	this	this	DET
stem-6727	117	8	present	present	ADJ
stem-6727	117	9	study	study	NOUN
stem-6727	117	10	utilized	utilize	VERB
stem-6727	117	11	the	the	DET
stem-6727	117	12	model	model	NOUN
stem-6727	117	13	of	of	ADP
stem-6727	117	14	qualitative	qualitative	ADJ
stem-6727	117	15	content	content	NOUN
stem-6727	117	16	analysis	analysis	NOUN
stem-6727	117	17	informed	inform	VERB
stem-6727	117	18	by	by	ADP
stem-6727	117	19	the	the	DET
stem-6727	117	20	procedures	procedure	NOUN
stem-6727	117	21	of	of	ADP
stem-6727	117	22	the	the	DET
stem-6727	117	23	grounded	ground	VERB
stem-6727	117	24	theory	theory	NOUN
stem-6727	117	25	,	,	PUNCT
stem-6727	117	26	which	which	PRON
stem-6727	117	27	allowed	allow	VERB
stem-6727	117	28	it	it	PRON
stem-6727	117	29	to	to	PART
stem-6727	117	30	let	let	VERB
stem-6727	117	31	themes	theme	NOUN
stem-6727	117	32	and	and	CCONJ
stem-6727	117	33	patterns	pattern	NOUN
stem-6727	117	34	emerge	emerge	VERB
stem-6727	117	35	from	from	ADP
stem-6727	117	36	the	the	DET
stem-6727	117	37	data	datum	NOUN
stem-6727	117	38	.	.	PUNCT
stem-6727	118	1	this	this	DET
stem-6727	118	2	approach	approach	NOUN
stem-6727	118	3	will	will	AUX
stem-6727	118	4	,	,	PUNCT
stem-6727	118	5	therefore	therefore	ADV
stem-6727	118	6	,	,	PUNCT
stem-6727	118	7	enable	enable	VERB
stem-6727	118	8	the	the	DET
stem-6727	118	9	researchers	researcher	NOUN
stem-6727	118	10	to	to	PART
stem-6727	118	11	understand	understand	VERB
stem-6727	118	12	how	how	SCONJ
stem-6727	118	13	users	user	NOUN
stem-6727	118	14	construct	construct	VERB
stem-6727	118	15	meaning	meaning	NOUN
stem-6727	118	16	through	through	ADP
stem-6727	118	17	their	their	PRON
stem-6727	118	18	posts	post	NOUN
stem-6727	118	19	and	and	CCONJ
stem-6727	118	20	express	express	VERB
stem-6727	118	21	their	their	PRON
stem-6727	118	22	emotions	emotion	NOUN
stem-6727	118	23	.	.	PUNCT
stem-6727	119	1	the	the	DET
stem-6727	119	2	resources	resource	NOUN
stem-6727	119	3	such	such	ADJ
stem-6727	119	4	as	as	ADP
stem-6727	119	5	emojis	emoji	NOUN
stem-6727	119	6	,	,	PUNCT
stem-6727	119	7	images	image	NOUN
stem-6727	119	8	,	,	PUNCT
stem-6727	119	9	and	and	CCONJ
stem-6727	119	10	hashtags	hashtag	NOUN
stem-6727	119	11	utilized	utilize	VERB
stem-6727	119	12	for	for	ADP
stem-6727	119	13	creating	create	VERB
stem-6727	119	14	meaning	meaning	NOUN
stem-6727	119	15	,	,	PUNCT
stem-6727	119	16	stylistic	stylistic	ADJ
stem-6727	119	17	features	feature	NOUN
stem-6727	119	18	of	of	ADP
stem-6727	119	19	discourse	discourse	NOUN
stem-6727	119	20	,	,	PUNCT
stem-6727	119	21	such	such	ADJ
stem-6727	119	22	as	as	ADP
stem-6727	119	23	tone	tone	NOUN
stem-6727	119	24	and	and	CCONJ
stem-6727	119	25	language	language	NOUN
stem-6727	119	26	use	use	NOUN
stem-6727	119	27	,	,	PUNCT
stem-6727	119	28	will	will	AUX
stem-6727	119	29	be	be	AUX
stem-6727	119	30	the	the	DET
stem-6727	119	31	points	point	NOUN
stem-6727	119	32	of	of	ADP
stem-6727	119	33	focus	focus	NOUN
stem-6727	119	34	during	during	ADP
stem-6727	119	35	analysis	analysis	NOUN
stem-6727	119	36	.	.	PUNCT
stem-6727	120	1	quantitative	quantitative	ADJ
stem-6727	120	2	analysis	analysis	NOUN
stem-6727	120	3	of	of	ADP
stem-6727	120	4	engagement	engagement	NOUN
stem-6727	120	5	metrics	metric	NOUN
stem-6727	120	6	will	will	AUX
stem-6727	120	7	be	be	AUX
stem-6727	120	8	performed	perform	VERB
stem-6727	120	9	with	with	ADP
stem-6727	120	10	the	the	DET
stem-6727	120	11	help	help	NOUN
stem-6727	120	12	of	of	ADP
stem-6727	120	13	statistical	statistical	ADJ
stem-6727	120	14	software	software	NOUN
stem-6727	120	15	regarding	regard	VERB
stem-6727	120	16	likes	like	NOUN
stem-6727	120	17	,	,	PUNCT
stem-6727	120	18	shares	share	NOUN
stem-6727	120	19	,	,	PUNCT
stem-6727	120	20	and	and	CCONJ
stem-6727	120	21	comments	comment	NOUN
stem-6727	120	22	for	for	ADP
stem-6727	120	23	selected	select	VERB
stem-6727	120	24	posts	post	NOUN
stem-6727	120	25	.	.	PUNCT
stem-6727	121	1	this	this	DET
stem-6727	121	2	quantitative	quantitative	ADJ
stem-6727	121	3	data	datum	NOUN
stem-6727	121	4	will	will	AUX
stem-6727	121	5	reflect	reflect	VERB
stem-6727	121	6	the	the	DET
stem-6727	121	7	emotional	emotional	ADJ
stem-6727	121	8	resonance	resonance	NOUN
stem-6727	121	9	of	of	ADP
stem-6727	121	10	various	various	ADJ
stem-6727	121	11	semiotic	semiotic	ADJ
stem-6727	121	12	and	and	CCONJ
stem-6727	121	13	stylistic	stylistic	ADJ
stem-6727	121	14	choices	choice	NOUN
stem-6727	121	15	,	,	PUNCT
stem-6727	121	16	placing	place	VERB
stem-6727	121	17	user	user	NOUN
stem-6727	121	18	interactions	interaction	NOUN
stem-6727	121	19	in	in	ADP
stem-6727	121	20	a	a	DET
stem-6727	121	21	broader	broad	ADJ
stem-6727	121	22	perspective	perspective	NOUN
stem-6727	121	23	.	.	PUNCT
stem-6727	122	1	3.7	3.7	NUM
stem-6727	122	2	.	.	PUNCT
stem-6727	122	3	procedures	procedure	NOUN
stem-6727	122	4	of	of	ADP
stem-6727	122	5	the	the	DET
stem-6727	122	6	study	study	NOUN
stem-6727	122	7	3.7.1	3.7.1	NUM
stem-6727	122	8	.	.	PUNCT
stem-6727	123	1	data	datum	NOUN
stem-6727	123	2	analysis	analysis	NOUN
stem-6727	123	3	the	the	DET
stem-6727	123	4	analysis	analysis	NOUN
stem-6727	123	5	shall	shall	AUX
stem-6727	123	6	be	be	AUX
stem-6727	123	7	done	do	VERB
stem-6727	123	8	in	in	ADP
stem-6727	123	9	two	two	NUM
stem-6727	123	10	key	key	ADJ
stem-6727	123	11	phases	phase	NOUN
stem-6727	123	12	:	:	PUNCT
stem-6727	123	13	qualitative	qualitative	ADJ
stem-6727	123	14	and	and	CCONJ
stem-6727	123	15	quantitative	quantitative	ADJ
stem-6727	123	16	.	.	PUNCT
stem-6727	124	1	phase	phase	NOUN
stem-6727	124	2	1	1	NUM
stem-6727	124	3	:	:	PUNCT
stem-6727	124	4	qualitative	qualitative	VERB
stem-6727	124	5	analysis	analysis	NOUN
stem-6727	124	6	1	1	NUM
stem-6727	124	7	.	.	PUNCT
stem-6727	125	1	coding	code	VERB
stem-6727	125	2	:	:	PUNCT
stem-6727	125	3	evaluating	evaluate	VERB
stem-6727	125	4	the	the	DET
stem-6727	125	5	qualitative	qualitative	ADJ
stem-6727	125	6	data	datum	NOUN
stem-6727	125	7	in	in	ADP
stem-6727	125	8	this	this	DET
stem-6727	125	9	study	study	NOUN
stem-6727	125	10	on	on	ADP
stem-6727	125	11	affective	affective	ADJ
stem-6727	125	12	discourse	discourse	NOUN
stem-6727	125	13	will	will	AUX
stem-6727	125	14	be	be	AUX
stem-6727	125	15	done	do	VERB
stem-6727	125	16	using	use	VERB
stem-6727	125	17	open	open	ADJ
stem-6727	125	18	coding	coding	NOUN
stem-6727	125	19	to	to	PART
stem-6727	125	20	identify	identify	VERB
stem-6727	125	21	the	the	DET
stem-6727	125	22	recurring	recur	VERB
stem-6727	125	23	themes	theme	NOUN
stem-6727	125	24	and	and	CCONJ
stem-6727	125	25	patterns	pattern	NOUN
stem-6727	125	26	.	.	PUNCT
stem-6727	126	1	semiotic	semiotic	ADJ
stem-6727	126	2	resources	resource	NOUN
stem-6727	126	3	such	such	ADJ
stem-6727	126	4	as	as	ADP
stem-6727	126	5	emojis	emoji	NOUN
stem-6727	126	6	and	and	CCONJ
stem-6727	126	7	images	image	NOUN
stem-6727	126	8	will	will	AUX
stem-6727	126	9	be	be	AUX
stem-6727	126	10	analyzed	analyze	VERB
stem-6727	126	11	in	in	ADP
stem-6727	126	12	addition	addition	NOUN
stem-6727	126	13	to	to	ADP
stem-6727	126	14	stylistic	stylistic	ADJ
stem-6727	126	15	elements	element	NOUN
stem-6727	126	16	like	like	ADP
stem-6727	126	17	language	language	NOUN
stem-6727	126	18	and	and	CCONJ
stem-6727	126	19	tone	tone	NOUN
stem-6727	126	20	for	for	ADP
stem-6727	126	21	every	every	DET
stem-6727	126	22	post	post	NOUN
stem-6727	126	23	.	.	PROPN
stem-6727	127	1	2	2	NUM
stem-6727	127	2	.	.	X
stem-6727	127	3	thematic	thematic	ADJ
stem-6727	127	4	analysis	analysis	NOUN
stem-6727	127	5	:	:	PUNCT
stem-6727	127	6	this	this	PRON
stem-6727	127	7	is	be	AUX
stem-6727	127	8	a	a	DET
stem-6727	127	9	follow	follow	VERB
stem-6727	127	10	-	-	PUNCT
stem-6727	127	11	up	up	ADP
stem-6727	127	12	step	step	NOUN
stem-6727	127	13	after	after	ADP
stem-6727	127	14	coding	code	VERB
stem-6727	127	15	.	.	PUNCT
stem-6727	128	1	thematic	thematic	ADJ
stem-6727	128	2	analysis	analysis	NOUN
stem-6727	128	3	involves	involve	VERB
stem-6727	128	4	bringing	bring	VERB
stem-6727	128	5	together	together	ADV
stem-6727	128	6	similar	similar	ADJ
stem-6727	128	7	codes	code	NOUN
stem-6727	128	8	into	into	ADP
stem-6727	128	9	broader	broad	ADJ
stem-6727	128	10	themes	theme	NOUN
stem-6727	128	11	;	;	PUNCT
stem-6727	128	12	this	this	PRON
stem-6727	128	13	,	,	PUNCT
stem-6727	128	14	therefore	therefore	ADV
stem-6727	128	15	,	,	PUNCT
stem-6727	128	16	allows	allow	VERB
stem-6727	128	17	key	key	ADJ
stem-6727	128	18	strategies	strategy	NOUN
stem-6727	128	19	that	that	PRON
stem-6727	128	20	are	be	AUX
stem-6727	128	21	employed	employ	VERB
stem-6727	128	22	by	by	ADP
stem-6727	128	23	individuals	individual	NOUN
stem-6727	128	24	in	in	ADP
stem-6727	128	25	the	the	DET
stem-6727	128	26	expression	expression	NOUN
stem-6727	128	27	of	of	ADP
stem-6727	128	28	their	their	PRON
stem-6727	128	29	emotions	emotion	NOUN
stem-6727	128	30	on	on	ADP
stem-6727	128	31	social	social	ADJ
stem-6727	128	32	media	medium	NOUN
stem-6727	128	33	to	to	PART
stem-6727	128	34	come	come	VERB
stem-6727	128	35	forth	forth	ADV
stem-6727	128	36	.	.	PUNCT
stem-6727	129	1	3	3	X
stem-6727	129	2	.	.	X
stem-6727	129	3	intercoder	intercoder	NOUN
stem-6727	129	4	reliability	reliability	NOUN
stem-6727	129	5	:	:	PUNCT
stem-6727	129	6	to	to	PART
stem-6727	129	7	ensure	ensure	VERB
stem-6727	129	8	the	the	DET
stem-6727	129	9	reliability	reliability	NOUN
stem-6727	129	10	of	of	ADP
stem-6727	129	11	the	the	DET
stem-6727	129	12	qualitative	qualitative	ADJ
stem-6727	129	13	analysis	analysis	NOUN
stem-6727	129	14	,	,	PUNCT
stem-6727	129	15	a	a	DET
stem-6727	129	16	second	second	ADJ
stem-6727	129	17	researcher	researcher	NOUN
stem-6727	129	18	will	will	AUX
stem-6727	129	19	independently	independently	ADV
stem-6727	129	20	code	code	VERB
stem-6727	129	21	a	a	DET
stem-6727	129	22	subset	subset	NOUN
stem-6727	129	23	of	of	ADP
stem-6727	129	24	the	the	DET
stem-6727	129	25	data	datum	NOUN
stem-6727	129	26	.	.	PUNCT
stem-6727	130	1	the	the	DET
stem-6727	130	2	intercoder	intercoder	NOUN
stem-6727	130	3	reliability	reliability	NOUN
stem-6727	130	4	will	will	AUX
stem-6727	130	5	be	be	AUX
stem-6727	130	6	assessed	assess	VERB
stem-6727	130	7	using	use	VERB
stem-6727	130	8	cohen	cohen	PROPN
stem-6727	130	9	's	's	PART
stem-6727	130	10	kappa	kappa	NOUN
stem-6727	130	11	to	to	PART
stem-6727	130	12	measure	measure	VERB
stem-6727	130	13	agreement	agreement	NOUN
stem-6727	130	14	between	between	ADP
stem-6727	130	15	coders	coder	NOUN
stem-6727	130	16	.	.	PUNCT
stem-6727	131	1	phase	phase	NOUN
stem-6727	131	2	2	2	NUM
stem-6727	131	3	:	:	PUNCT
stem-6727	131	4	quantitative	quantitative	ADJ
stem-6727	131	5	analysis	analysis	NOUN
stem-6727	131	6	1	1	NUM
stem-6727	131	7	.	.	PUNCT
stem-6727	131	8	data	datum	NOUN
stem-6727	131	9	preparation	preparation	NOUN
stem-6727	131	10	:	:	PUNCT
stem-6727	131	11	the	the	DET
stem-6727	131	12	engagement	engagement	NOUN
stem-6727	131	13	metrics	metric	NOUN
stem-6727	131	14	(	(	PUNCT
stem-6727	131	15	likes	like	NOUN
stem-6727	131	16	,	,	PUNCT
stem-6727	131	17	shares	share	NOUN
stem-6727	131	18	,	,	PUNCT
stem-6727	131	19	comments	comment	NOUN
stem-6727	131	20	)	)	PUNCT
stem-6727	131	21	will	will	AUX
stem-6727	131	22	be	be	AUX
stem-6727	131	23	collected	collect	VERB
stem-6727	131	24	for	for	ADP
stem-6727	131	25	each	each	DET
stem-6727	131	26	post	post	NOUN
stem-6727	131	27	.	.	PUNCT
stem-6727	132	1	data	datum	NOUN
stem-6727	132	2	cleaning	cleaning	NOUN
stem-6727	132	3	will	will	AUX
stem-6727	132	4	be	be	AUX
stem-6727	132	5	performed	perform	VERB
stem-6727	132	6	to	to	PART
stem-6727	132	7	address	address	VERB
stem-6727	132	8	any	any	DET
stem-6727	132	9	inconsistencies	inconsistency	NOUN
stem-6727	132	10	or	or	CCONJ
stem-6727	132	11	missing	miss	VERB
stem-6727	132	12	values	value	NOUN
stem-6727	132	13	.	.	PUNCT
stem-6727	133	1	2	2	X
stem-6727	133	2	.	.	X
stem-6727	133	3	statistical	statistical	ADJ
stem-6727	133	4	analysis	analysis	NOUN
stem-6727	133	5	:	:	PUNCT
stem-6727	133	6	descriptive	descriptive	ADJ
stem-6727	133	7	statistics	statistic	NOUN
stem-6727	133	8	will	will	AUX
stem-6727	133	9	be	be	AUX
stem-6727	133	10	used	use	VERB
stem-6727	133	11	to	to	PART
stem-6727	133	12	summarize	summarize	VERB
stem-6727	133	13	engagement	engagement	NOUN
stem-6727	133	14	metrics	metric	NOUN
stem-6727	133	15	,	,	PUNCT
stem-6727	133	16	and	and	CCONJ
stem-6727	133	17	inferential	inferential	ADJ
stem-6727	133	18	statistics	statistic	NOUN
stem-6727	133	19	(	(	PUNCT
stem-6727	133	20	e.g.	e.g.	ADV
stem-6727	133	21	,	,	PUNCT
stem-6727	133	22	regression	regression	VERB
stem-6727	133	23	analysis	analysis	NOUN
stem-6727	133	24	)	)	PUNCT
stem-6727	133	25	will	will	AUX
stem-6727	133	26	be	be	AUX
stem-6727	133	27	applied	apply	VERB
stem-6727	133	28	to	to	PART
stem-6727	133	29	explore	explore	VERB
stem-6727	133	30	the	the	DET
stem-6727	133	31	relationships	relationship	NOUN
stem-6727	133	32	between	between	ADP
stem-6727	133	33	340	340	NUM
stem-6727	133	34	american	american	ADJ
stem-6727	133	35	journal	journal	NOUN
stem-6727	133	36	of	of	ADP
stem-6727	133	37	language	language	NOUN
stem-6727	133	38	,	,	PUNCT
stem-6727	133	39	literacy	literacy	NOUN
stem-6727	133	40	and	and	CCONJ
stem-6727	133	41	learning	learn	VERB
stem-6727	133	42	in	in	ADP
stem-6727	133	43	stem	stem	NOUN
stem-6727	133	44	education	education	NOUN
stem-6727	133	45	www	www	PROPN
stem-6727	133	46	.	.	PUNCT
stem-6727	134	1	grnjournal.us	grnjournal.us	X
stem-6727	134	2	semiotic	semiotic	ADJ
stem-6727	134	3	/	/	SYM
stem-6727	134	4	stylistic	stylistic	ADJ
stem-6727	134	5	features	feature	NOUN
stem-6727	134	6	and	and	CCONJ
stem-6727	134	7	user	user	NOUN
stem-6727	134	8	engagement	engagement	NOUN
stem-6727	134	9	.	.	PUNCT
stem-6727	135	1	this	this	PRON
stem-6727	135	2	will	will	AUX
stem-6727	135	3	help	help	VERB
stem-6727	135	4	determine	determine	VERB
stem-6727	135	5	which	which	DET
stem-6727	135	6	features	feature	NOUN
stem-6727	135	7	are	be	AUX
stem-6727	135	8	most	most	ADV
stem-6727	135	9	effective	effective	ADJ
stem-6727	135	10	in	in	ADP
stem-6727	135	11	eliciting	elicit	VERB
stem-6727	135	12	emotional	emotional	ADJ
stem-6727	135	13	responses	response	NOUN
stem-6727	135	14	.	.	PUNCT
stem-6727	136	1	3	3	X
stem-6727	136	2	.	.	X
stem-6727	136	3	comparative	comparative	ADJ
stem-6727	136	4	analysis	analysis	NOUN
stem-6727	136	5	:	:	PUNCT
stem-6727	136	6	differences	difference	NOUN
stem-6727	136	7	in	in	ADP
stem-6727	136	8	platform	platform	NOUN
stem-6727	136	9	-	-	PUNCT
stem-6727	136	10	specific	specific	ADJ
stem-6727	136	11	affective	affective	NOUN
stem-6727	136	12	discourse	discourse	NOUN
stem-6727	136	13	and	and	CCONJ
stem-6727	136	14	user	user	NOUN
stem-6727	136	15	engagement	engagement	NOUN
stem-6727	136	16	will	will	AUX
stem-6727	136	17	be	be	AUX
stem-6727	136	18	analyzed	analyze	VERB
stem-6727	136	19	.	.	PUNCT
stem-6727	137	1	this	this	DET
stem-6727	137	2	analysis	analysis	NOUN
stem-6727	137	3	would	would	AUX
stem-6727	137	4	be	be	AUX
stem-6727	137	5	able	able	ADJ
stem-6727	137	6	to	to	PART
stem-6727	137	7	underline	underline	VERB
stem-6727	137	8	how	how	SCONJ
stem-6727	137	9	the	the	DET
stem-6727	137	10	differences	difference	NOUN
stem-6727	137	11	in	in	ADP
stem-6727	137	12	the	the	DET
stem-6727	137	13	features	feature	NOUN
stem-6727	137	14	of	of	ADP
stem-6727	137	15	platforms	platform	NOUN
stem-6727	137	16	determine	determine	VERB
stem-6727	137	17	how	how	SCONJ
stem-6727	137	18	emotions	emotion	NOUN
stem-6727	137	19	are	be	AUX
stem-6727	137	20	expressed	express	VERB
stem-6727	137	21	and	and	CCONJ
stem-6727	137	22	how	how	SCONJ
stem-6727	137	23	there	there	PRON
stem-6727	137	24	is	be	VERB
stem-6727	137	25	interaction	interaction	NOUN
stem-6727	137	26	.	.	PUNCT
stem-6727	138	1	3.8	3.8	NUM
stem-6727	138	2	.	.	PUNCT
stem-6727	139	1	ethical	ethical	ADJ
stem-6727	139	2	considerations	consideration	NOUN
stem-6727	139	3	the	the	DET
stem-6727	139	4	study	study	NOUN
stem-6727	139	5	will	will	AUX
stem-6727	139	6	follow	follow	VERB
stem-6727	139	7	ethical	ethical	ADJ
stem-6727	139	8	guidelines	guideline	NOUN
stem-6727	139	9	in	in	ADP
stem-6727	139	10	such	such	DET
stem-6727	139	11	a	a	DET
stem-6727	139	12	way	way	NOUN
stem-6727	139	13	that	that	PRON
stem-6727	139	14	every	every	DET
stem-6727	139	15	private	private	ADJ
stem-6727	139	16	social	social	ADJ
stem-6727	139	17	media	medium	NOUN
stem-6727	139	18	user	user	NOUN
stem-6727	139	19	is	be	AUX
stem-6727	139	20	guaranteed	guarantee	VERB
stem-6727	139	21	confidentiality	confidentiality	NOUN
stem-6727	139	22	.	.	PUNCT
stem-6727	140	1	the	the	DET
stem-6727	140	2	data	datum	NOUN
stem-6727	140	3	anonymized	anonymize	VERB
stem-6727	140	4	and	and	CCONJ
stem-6727	140	5	only	only	ADV
stem-6727	140	6	the	the	DET
stem-6727	140	7	publicly	publicly	ADV
stem-6727	140	8	posted	post	VERB
stem-6727	140	9	messages	message	NOUN
stem-6727	140	10	will	will	AUX
stem-6727	140	11	be	be	AUX
stem-6727	140	12	considered	consider	VERB
stem-6727	140	13	in	in	ADP
stem-6727	140	14	the	the	DET
stem-6727	140	15	data	datum	NOUN
stem-6727	140	16	analysis	analysis	NOUN
stem-6727	140	17	.	.	PUNCT
stem-6727	141	1	there	there	PRON
stem-6727	141	2	is	be	VERB
stem-6727	141	3	no	no	DET
stem-6727	141	4	direct	direct	ADJ
stem-6727	141	5	involvement	involvement	NOUN
stem-6727	141	6	of	of	ADP
stem-6727	141	7	participants	participant	NOUN
stem-6727	141	8	as	as	SCONJ
stem-6727	141	9	data	datum	NOUN
stem-6727	141	10	are	be	AUX
stem-6727	141	11	sourced	source	VERB
stem-6727	141	12	from	from	ADP
stem-6727	141	13	public	public	ADJ
stem-6727	141	14	domains	domain	NOUN
stem-6727	141	15	.	.	PUNCT
stem-6727	142	1	it	it	PRON
stem-6727	142	2	will	will	AUX
stem-6727	142	3	also	also	ADV
stem-6727	142	4	be	be	AUX
stem-6727	142	5	ensured	ensure	VERB
stem-6727	142	6	that	that	SCONJ
stem-6727	142	7	any	any	DET
stem-6727	142	8	potential	potential	ADJ
stem-6727	142	9	harm	harm	NOUN
stem-6727	142	10	is	be	AUX
stem-6727	142	11	minimized	minimize	VERB
stem-6727	142	12	in	in	ADP
stem-6727	142	13	the	the	DET
stem-6727	142	14	presentation	presentation	NOUN
stem-6727	142	15	of	of	ADP
stem-6727	142	16	findings	finding	NOUN
stem-6727	142	17	with	with	ADP
stem-6727	142	18	respect	respect	NOUN
stem-6727	142	19	to	to	ADP
stem-6727	142	20	the	the	DET
stem-6727	142	21	integrity	integrity	NOUN
stem-6727	142	22	of	of	ADP
stem-6727	142	23	the	the	DET
stem-6727	142	24	individuals	individual	NOUN
stem-6727	142	25	whose	whose	DET
stem-6727	142	26	posts	post	NOUN
stem-6727	142	27	are	be	AUX
stem-6727	142	28	analyzed	analyze	VERB
stem-6727	142	29	.	.	PUNCT
stem-6727	143	1	3.9	3.9	NUM
stem-6727	143	2	.	.	PUNCT
stem-6727	143	3	limitations	limitation	NOUN
stem-6727	143	4	of	of	ADP
stem-6727	143	5	the	the	DET
stem-6727	143	6	study	study	NOUN
stem-6727	143	7	while	while	SCONJ
stem-6727	143	8	the	the	DET
stem-6727	143	9	mixed	mix	VERB
stem-6727	143	10	-	-	PUNCT
stem-6727	143	11	method	method	NOUN
stem-6727	143	12	approach	approach	NOUN
stem-6727	143	13	certainly	certainly	ADV
stem-6727	143	14	carves	carve	VERB
stem-6727	143	15	a	a	DET
stem-6727	143	16	whole	whole	ADJ
stem-6727	143	17	new	new	ADJ
stem-6727	143	18	dimension	dimension	NOUN
stem-6727	143	19	for	for	ADP
stem-6727	143	20	affective	affective	ADJ
stem-6727	143	21	discourse	discourse	NOUN
stem-6727	143	22	,	,	PUNCT
stem-6727	143	23	there	there	PRON
stem-6727	143	24	are	be	VERB
stem-6727	143	25	certain	certain	ADJ
stem-6727	143	26	limitations	limitation	NOUN
stem-6727	143	27	to	to	ADP
stem-6727	143	28	the	the	DET
stem-6727	143	29	study	study	NOUN
stem-6727	143	30	.	.	PUNCT
stem-6727	144	1	the	the	DET
stem-6727	144	2	reliance	reliance	NOUN
stem-6727	144	3	on	on	ADP
stem-6727	144	4	exclusively	exclusively	ADV
stem-6727	144	5	publicly	publicly	ADV
stem-6727	144	6	available	available	ADJ
stem-6727	144	7	posts	post	NOUN
stem-6727	144	8	may	may	AUX
stem-6727	144	9	introduce	introduce	VERB
stem-6727	144	10	a	a	DET
stem-6727	144	11	source	source	NOUN
stem-6727	144	12	of	of	ADP
stem-6727	144	13	bias	bias	NOUN
stem-6727	144	14	:	:	PUNCT
stem-6727	144	15	individuals	individual	NOUN
stem-6727	144	16	who	who	PRON
stem-6727	144	17	create	create	VERB
stem-6727	144	18	emotionally	emotionally	ADV
stem-6727	144	19	charged	charge	VERB
stem-6727	144	20	posts	post	NOUN
stem-6727	144	21	may	may	AUX
stem-6727	144	22	be	be	AUX
stem-6727	144	23	very	very	ADV
stem-6727	144	24	different	different	ADJ
stem-6727	144	25	from	from	ADP
stem-6727	144	26	those	those	PRON
stem-6727	144	27	that	that	PRON
stem-6727	144	28	do	do	VERB
stem-6727	144	29	not	not	PART
stem-6727	144	30	.	.	PUNCT
stem-6727	145	1	further	far	ADV
stem-6727	145	2	,	,	PUNCT
stem-6727	145	3	the	the	DET
stem-6727	145	4	focus	focus	NOUN
stem-6727	145	5	is	be	AUX
stem-6727	145	6	on	on	ADP
stem-6727	145	7	three	three	NUM
stem-6727	145	8	platforms	platform	NOUN
stem-6727	145	9	,	,	PUNCT
stem-6727	145	10	and	and	CCONJ
stem-6727	145	11	it	it	PRON
stem-6727	145	12	's	be	AUX
stem-6727	145	13	impossible	impossible	ADJ
stem-6727	145	14	to	to	PART
stem-6727	145	15	generalize	generalize	VERB
stem-6727	145	16	the	the	DET
stem-6727	145	17	findings	finding	NOUN
stem-6727	145	18	to	to	ADP
stem-6727	145	19	other	other	ADJ
stem-6727	145	20	social	social	ADJ
stem-6727	145	21	media	medium	NOUN
stem-6727	145	22	environments	environment	NOUN
stem-6727	145	23	fully	fully	ADV
stem-6727	145	24	.	.	PUNCT
stem-6727	146	1	a	a	DET
stem-6727	146	2	final	final	ADJ
stem-6727	146	3	challenge	challenge	NOUN
stem-6727	146	4	is	be	AUX
stem-6727	146	5	that	that	SCONJ
stem-6727	146	6	the	the	DET
stem-6727	146	7	trends	trend	NOUN
stem-6727	146	8	and	and	CCONJ
stem-6727	146	9	patterns	pattern	NOUN
stem-6727	146	10	in	in	ADP
stem-6727	146	11	social	social	ADJ
stem-6727	146	12	media	medium	NOUN
stem-6727	146	13	are	be	AUX
stem-6727	146	14	dynamic	dynamic	ADJ
stem-6727	146	15	;	;	PUNCT
stem-6727	146	16	thus	thus	ADV
stem-6727	146	17	,	,	PUNCT
stem-6727	146	18	what	what	PRON
stem-6727	146	19	may	may	AUX
stem-6727	146	20	have	have	AUX
stem-6727	146	21	been	be	AUX
stem-6727	146	22	identified	identify	VERB
stem-6727	146	23	might	might	AUX
stem-6727	146	24	turn	turn	VERB
stem-6727	146	25	out	out	ADP
stem-6727	146	26	to	to	PART
stem-6727	146	27	be	be	AUX
stem-6727	146	28	fast	fast	ADV
stem-6727	146	29	-	-	PUNCT
stem-6727	146	30	evolving	evolve	VERB
stem-6727	146	31	.	.	PUNCT
stem-6727	147	1	this	this	PRON
stem-6727	147	2	means	mean	VERB
stem-6727	147	3	that	that	SCONJ
stem-6727	147	4	research	research	NOUN
stem-6727	147	5	on	on	ADP
stem-6727	147	6	the	the	DET
stem-6727	147	7	same	same	ADJ
stem-6727	147	8	topic	topic	NOUN
stem-6727	147	9	would	would	AUX
stem-6727	147	10	have	have	VERB
stem-6727	147	11	to	to	PART
stem-6727	147	12	continue	continue	VERB
stem-6727	147	13	.	.	PUNCT
stem-6727	148	1	4	4	X
stem-6727	148	2	.	.	X
stem-6727	148	3	data	datum	NOUN
stem-6727	148	4	analysis	analysis	NOUN
stem-6727	148	5	this	this	DET
stem-6727	148	6	section	section	NOUN
stem-6727	148	7	analyzes	analyze	VERB
stem-6727	148	8	five	five	NUM
stem-6727	148	9	selected	select	VERB
stem-6727	148	10	data	data	NOUN
stem-6727	148	11	samples	sample	NOUN
stem-6727	148	12	from	from	ADP
stem-6727	148	13	social	social	ADJ
stem-6727	148	14	media	medium	NOUN
stem-6727	148	15	platforms	platform	NOUN
stem-6727	148	16	with	with	ADP
stem-6727	148	17	regard	regard	NOUN
stem-6727	148	18	to	to	ADP
stem-6727	148	19	how	how	SCONJ
stem-6727	148	20	semiotic	semiotic	ADJ
stem-6727	148	21	and	and	CCONJ
stem-6727	148	22	stylistic	stylistic	ADJ
stem-6727	148	23	features	feature	NOUN
stem-6727	148	24	contribute	contribute	VERB
stem-6727	148	25	to	to	ADP
stem-6727	148	26	affective	affective	ADJ
stem-6727	148	27	discourse	discourse	NOUN
stem-6727	148	28	.	.	PUNCT
stem-6727	149	1	the	the	DET
stem-6727	149	2	analyses	analysis	NOUN
stem-6727	149	3	will	will	AUX
stem-6727	149	4	be	be	AUX
stem-6727	149	5	broadly	broadly	ADV
stem-6727	149	6	divided	divide	VERB
stem-6727	149	7	into	into	ADP
stem-6727	149	8	qualitative	qualitative	ADJ
stem-6727	149	9	and	and	CCONJ
stem-6727	149	10	quantitative	quantitative	ADJ
stem-6727	149	11	analysis	analysis	NOUN
stem-6727	149	12	.	.	PUNCT
stem-6727	150	1	each	each	DET
stem-6727	150	2	aspect	aspect	NOUN
stem-6727	150	3	will	will	AUX
stem-6727	150	4	scan	scan	VERB
stem-6727	150	5	the	the	DET
stem-6727	150	6	selected	select	VERB
stem-6727	150	7	posts	post	NOUN
stem-6727	150	8	to	to	PART
stem-6727	150	9	bring	bring	VERB
stem-6727	150	10	out	out	ADP
stem-6727	150	11	the	the	DET
stem-6727	150	12	underlying	underlie	VERB
stem-6727	150	13	themes	theme	NOUN
stem-6727	150	14	and	and	CCONJ
stem-6727	150	15	patterns	pattern	NOUN
stem-6727	150	16	,	,	PUNCT
stem-6727	150	17	while	while	SCONJ
stem-6727	150	18	indicating	indicate	VERB
stem-6727	150	19	the	the	DET
stem-6727	150	20	emotional	emotional	ADJ
stem-6727	150	21	engagement	engagement	NOUN
stem-6727	150	22	they	they	PRON
stem-6727	150	23	evoke	evoke	VERB
stem-6727	150	24	.	.	PUNCT
stem-6727	151	1	4.1	4.1	NUM
stem-6727	151	2	.	.	PUNCT
stem-6727	151	3	selected	select	VERB
stem-6727	151	4	data	datum	NOUN
stem-6727	151	5	samples	sample	NOUN
stem-6727	151	6	the	the	DET
stem-6727	151	7	four	four	NUM
stem-6727	151	8	data	datum	NOUN
stem-6727	151	9	samples	sample	NOUN
stem-6727	151	10	were	be	AUX
stem-6727	151	11	chosen	choose	VERB
stem-6727	151	12	for	for	ADP
stem-6727	151	13	analysis	analysis	NOUN
stem-6727	151	14	because	because	SCONJ
stem-6727	151	15	they	they	PRON
stem-6727	151	16	better	well	ADV
stem-6727	151	17	represented	represent	VERB
stem-6727	151	18	the	the	DET
stem-6727	151	19	varied	varied	ADJ
stem-6727	151	20	expressions	expression	NOUN
stem-6727	151	21	of	of	ADP
stem-6727	151	22	emotions	emotion	NOUN
stem-6727	151	23	across	across	ADP
stem-6727	151	24	twitter	twitter	NOUN
stem-6727	151	25	,	,	PUNCT
stem-6727	151	26	instagram	instagram	PROPN
stem-6727	151	27	,	,	PUNCT
stem-6727	151	28	and	and	CCONJ
stem-6727	151	29	facebook	facebook	NOUN
stem-6727	151	30	.	.	PUNCT
stem-6727	152	1	this	this	PRON
stem-6727	152	2	includes	include	VERB
stem-6727	152	3	data	datum	NOUN
stem-6727	152	4	for	for	ADP
stem-6727	152	5	the	the	DET
stem-6727	152	6	platform	platform	NOUN
stem-6727	152	7	,	,	PUNCT
stem-6727	152	8	the	the	DET
stem-6727	152	9	post	post	NOUN
stem-6727	152	10	content	content	NOUN
stem-6727	152	11	,	,	PUNCT
stem-6727	152	12	engagement	engagement	NOUN
stem-6727	152	13	measures	measure	NOUN
stem-6727	152	14	,	,	PUNCT
stem-6727	152	15	and	and	CCONJ
stem-6727	152	16	observations	observation	NOUN
stem-6727	152	17	related	relate	VERB
stem-6727	152	18	to	to	ADP
stem-6727	152	19	semiotic	semiotic	ADJ
stem-6727	152	20	and	and	CCONJ
stem-6727	152	21	stylistic	stylistic	ADJ
stem-6727	152	22	features	feature	NOUN
stem-6727	152	23	of	of	ADP
stem-6727	152	24	interest	interest	NOUN
stem-6727	152	25	.	.	PUNCT
stem-6727	153	1	4.2	4.2	NUM
stem-6727	153	2	.	.	PUNCT
stem-6727	154	1	data	datum	NOUN
stem-6727	154	2	sample	sample	NOUN
stem-6727	154	3	1	1	NUM
stem-6727	154	4	:	:	PUNCT
stem-6727	154	5	twitter	twitter	NOUN
stem-6727	154	6	post	post	NOUN
stem-6727	154	7	content	content	NOUN
stem-6727	154	8	:	:	PUNCT
stem-6727	154	9	"	"	PUNCT
stem-6727	154	10	feeling	feel	VERB
stem-6727	154	11	overwhelmed	overwhelmed	ADJ
stem-6727	154	12	today	today	NOUN
stem-6727	154	13	#	#	SYM
stem-6727	154	14	needtotalk	needtotalk	NOUN
stem-6727	154	15	"	"	PUNCT
stem-6727	154	16	platform	platform	NOUN
stem-6727	154	17	:	:	PUNCT
stem-6727	154	18	twitter	twitter	NOUN
stem-6727	154	19	engagement	engagement	NOUN
stem-6727	154	20	metrics	metric	NOUN
stem-6727	154	21	:	:	PUNCT
stem-6727	154	22	➢	➢	VERB
stem-6727	154	23	likes	like	NOUN
stem-6727	154	24	:	:	PUNCT
stem-6727	154	25	150	150	NUM
stem-6727	154	26	➢	➢	NOUN
stem-6727	154	27	retweets	retweet	NOUN
stem-6727	154	28	:	:	PUNCT
stem-6727	154	29	30	30	NUM
stem-6727	154	30	➢	➢	NOUN
stem-6727	154	31	replies	reply	NOUN
stem-6727	154	32	:	:	PUNCT
stem-6727	154	33	20	20	NUM
stem-6727	154	34	qualitative	qualitative	ADJ
stem-6727	154	35	analysis	analysis	NOUN
stem-6727	154	36	semiotic	semiotic	ADJ
stem-6727	154	37	features	feature	NOUN
stem-6727	154	38	:	:	PUNCT
stem-6727	154	39	the	the	DET
stem-6727	154	40	overwhelmed	overwhelmed	ADJ
stem-6727	154	41	emoji	emoji	PROPN
stem-6727	154	42	reinforces	reinforce	VERB
stem-6727	154	43	this	this	DET
stem-6727	154	44	meaning	meaning	NOUN
stem-6727	154	45	of	of	ADP
stem-6727	154	46	being	be	AUX
stem-6727	154	47	overwhelmed	overwhelmed	ADJ
stem-6727	154	48	.	.	PUNCT
stem-6727	155	1	this	this	PRON
stem-6727	155	2	immediately	immediately	ADV
stem-6727	155	3	visually	visually	ADV
stem-6727	155	4	provides	provide	VERB
stem-6727	155	5	emotional	emotional	ADJ
stem-6727	155	6	context	context	NOUN
stem-6727	155	7	and	and	CCONJ
stem-6727	155	8	therefore	therefore	ADV
stem-6727	155	9	reinforces	reinforce	VERB
stem-6727	155	10	sentiment	sentiment	NOUN
stem-6727	155	11	within	within	ADP
stem-6727	155	12	the	the	DET
stem-6727	155	13	text	text	NOUN
stem-6727	155	14	.	.	PUNCT
stem-6727	156	1	the	the	DET
stem-6727	156	2	hashtag	hashtag	NOUN
stem-6727	156	3	#	#	SYM
stem-6727	156	4	needtotalk	needtotalk	NOUN
stem-6727	156	5	is	be	AUX
stem-6727	156	6	an	an	DET
stem-6727	156	7	appeal	appeal	NOUN
stem-6727	156	8	for	for	ADP
stem-6727	156	9	connection	connection	NOUN
stem-6727	156	10	,	,	PUNCT
stem-6727	156	11	inviting	invite	VERB
stem-6727	156	12	followers	follower	NOUN
stem-6727	156	13	to	to	PART
stem-6727	156	14	respond	respond	VERB
stem-6727	156	15	.	.	PUNCT
stem-6727	157	1	stylistic	stylistic	ADJ
stem-6727	157	2	features	feature	NOUN
stem-6727	157	3	:	:	PUNCT
stem-6727	157	4	colloquial	colloquial	ADJ
stem-6727	157	5	speech	speech	NOUN
stem-6727	157	6	is	be	AUX
stem-6727	157	7	present	present	ADJ
stem-6727	157	8	in	in	ADP
stem-6727	157	9	this	this	DET
stem-6727	157	10	posting	posting	NOUN
stem-6727	157	11	,	,	PUNCT
stem-6727	157	12	which	which	PRON
stem-6727	157	13	is	be	AUX
stem-6727	157	14	evident	evident	ADJ
stem-6727	157	15	through	through	ADP
stem-6727	157	16	the	the	DET
stem-6727	157	17	use	use	NOUN
stem-6727	157	18	of	of	ADP
stem-6727	157	19	informal	informal	ADJ
stem-6727	157	20	,	,	PUNCT
stem-6727	157	21	everyday	everyday	ADJ
stem-6727	157	22	language	language	NOUN
stem-6727	157	23	and	and	CCONJ
stem-6727	157	24	phrasing	phrase	VERB
stem-6727	157	25	in	in	ADP
stem-6727	157	26	a	a	DET
stem-6727	157	27	conversational	conversational	ADJ
stem-6727	157	28	style	style	NOUN
stem-6727	157	29	.	.	PUNCT
stem-6727	158	1	the	the	DET
stem-6727	158	2	brevity	brevity	NOUN
stem-6727	158	3	of	of	ADP
stem-6727	158	4	the	the	DET
stem-6727	158	5	message	message	NOUN
stem-6727	158	6	is	be	AUX
stem-6727	158	7	well	well	ADV
stem-6727	158	8	within	within	ADP
stem-6727	158	9	twitter	twitter	NOUN
stem-6727	158	10	's	's	PART
stem-6727	158	11	limit	limit	NOUN
stem-6727	158	12	,	,	PUNCT
stem-6727	158	13	yet	yet	CCONJ
stem-6727	158	14	the	the	DET
stem-6727	158	15	user	user	NOUN
stem-6727	158	16	has	have	AUX
stem-6727	158	17	managed	manage	VERB
stem-6727	158	18	to	to	PART
stem-6727	158	19	get	get	VERB
stem-6727	158	20	his	his	PRON
stem-6727	158	21	emotional	emotional	ADJ
stem-6727	158	22	condition	condition	NOUN
stem-6727	158	23	across	across	ADP
stem-6727	158	24	with	with	ADP
stem-6727	158	25	it	it	PRON
stem-6727	158	26	.	.	PUNCT
stem-6727	159	1	quantitative	quantitative	ADJ
stem-6727	159	2	analysis	analysis	NOUN
stem-6727	159	3	a	a	DET
stem-6727	159	4	regression	regression	NOUN
stem-6727	159	5	analysis	analysis	NOUN
stem-6727	159	6	was	be	AUX
stem-6727	159	7	conducted	conduct	VERB
stem-6727	159	8	to	to	PART
stem-6727	159	9	examine	examine	VERB
stem-6727	159	10	the	the	DET
stem-6727	159	11	relationship	relationship	NOUN
stem-6727	159	12	between	between	ADP
stem-6727	159	13	the	the	DET
stem-6727	159	14	use	use	NOUN
stem-6727	159	15	of	of	ADP
stem-6727	159	16	emojis	emoji	NOUN
stem-6727	159	17	and	and	CCONJ
stem-6727	159	18	engagement	engagement	NOUN
stem-6727	159	19	metrics	metric	NOUN
stem-6727	159	20	.	.	PUNCT
stem-6727	160	1	results	result	NOUN
stem-6727	160	2	indicate	indicate	VERB
stem-6727	160	3	a	a	DET
stem-6727	160	4	positive	positive	ADJ
stem-6727	160	5	correlation	correlation	NOUN
stem-6727	160	6	(	(	PUNCT
stem-6727	160	7	r	r	NOUN
stem-6727	160	8	=	=	SYM
stem-6727	160	9	0.65	0.65	NUM
stem-6727	160	10	,	,	PUNCT
stem-6727	160	11	p	p	X
stem-6727	160	12	<	<	X
stem-6727	160	13	0.01	0.01	NUM
stem-6727	160	14	)	)	PUNCT
stem-6727	160	15	between	between	ADP
stem-6727	160	16	the	the	DET
stem-6727	160	17	presence	presence	NOUN
stem-6727	160	18	341	341	NUM
stem-6727	160	19	american	american	ADJ
stem-6727	160	20	journal	journal	NOUN
stem-6727	160	21	of	of	ADP
stem-6727	160	22	language	language	NOUN
stem-6727	160	23	,	,	PUNCT
stem-6727	160	24	literacy	literacy	NOUN
stem-6727	160	25	and	and	CCONJ
stem-6727	160	26	learning	learn	VERB
stem-6727	160	27	in	in	ADP
stem-6727	160	28	stem	stem	NOUN
stem-6727	160	29	education	education	NOUN
stem-6727	160	30	www	www	PROPN
stem-6727	160	31	.	.	PUNCT
stem-6727	161	1	grnjournal.us	grnjournal.us	X
stem-6727	161	2	of	of	ADP
stem-6727	161	3	emojis	emoji	NOUN
stem-6727	161	4	and	and	CCONJ
stem-6727	161	5	the	the	DET
stem-6727	161	6	number	number	NOUN
stem-6727	161	7	of	of	ADP
stem-6727	161	8	likes	like	NOUN
stem-6727	161	9	,	,	PUNCT
stem-6727	161	10	suggesting	suggest	VERB
stem-6727	161	11	that	that	SCONJ
stem-6727	161	12	emotional	emotional	ADJ
stem-6727	161	13	icons	icon	NOUN
stem-6727	161	14	significantly	significantly	ADV
stem-6727	161	15	enhance	enhance	VERB
stem-6727	161	16	user	user	NOUN
stem-6727	161	17	engagement	engagement	NOUN
stem-6727	161	18	.	.	PUNCT
stem-6727	162	1	4.3	4.3	NUM
stem-6727	162	2	.	.	PUNCT
stem-6727	163	1	data	datum	NOUN
stem-6727	163	2	sample	sample	NOUN
stem-6727	163	3	2	2	NUM
stem-6727	163	4	:	:	PUNCT
stem-6727	163	5	instagram	instagram	PROPN
stem-6727	163	6	post	post	PROPN
stem-6727	163	7	content	content	PROPN
stem-6727	163	8	:	:	PUNCT
stem-6727	163	9	(	(	PUNCT
stem-6727	163	10	image	image	NOUN
stem-6727	163	11	of	of	ADP
stem-6727	163	12	a	a	DET
stem-6727	163	13	sunset	sunset	NOUN
stem-6727	163	14	with	with	ADP
stem-6727	163	15	the	the	DET
stem-6727	163	16	caption	caption	NOUN
stem-6727	163	17	)	)	PUNCT
stem-6727	163	18	"	"	PUNCT
stem-6727	163	19	finding	find	VERB
stem-6727	163	20	beauty	beauty	NOUN
stem-6727	163	21	in	in	ADP
stem-6727	163	22	the	the	DET
stem-6727	163	23	chaos	chaos	NOUN
stem-6727	163	24	✨	✨	NOUN
stem-6727	163	25	#	#	SYM
stem-6727	163	26	grateful	grateful	ADJ
stem-6727	163	27	"	"	PUNCT
stem-6727	163	28	platform	platform	NOUN
stem-6727	163	29	:	:	PUNCT
stem-6727	163	30	instagram	instagram	PROPN
stem-6727	163	31	engagement	engagement	NOUN
stem-6727	163	32	metrics	metric	NOUN
stem-6727	163	33	:	:	PUNCT
stem-6727	163	34	➢	➢	VERB
stem-6727	163	35	likes	like	VERB
stem-6727	163	36	:	:	PUNCT
stem-6727	163	37	300	300	NUM
stem-6727	163	38	➢	➢	NOUN
stem-6727	163	39	comments	comment	NOUN
stem-6727	163	40	:	:	PUNCT
stem-6727	163	41	50	50	NUM
stem-6727	163	42	➢	➢	NOUN
stem-6727	163	43	shares	share	NOUN
stem-6727	163	44	:	:	PUNCT
stem-6727	163	45	10	10	NUM
stem-6727	163	46	qualitative	qualitative	ADJ
stem-6727	163	47	analysis	analysis	NOUN
stem-6727	163	48	semiotic	semiotic	ADJ
stem-6727	163	49	features	feature	NOUN
stem-6727	163	50	:	:	PUNCT
stem-6727	163	51	the	the	DET
stem-6727	163	52	picture	picture	NOUN
stem-6727	163	53	of	of	ADP
stem-6727	163	54	the	the	DET
stem-6727	163	55	sunset	sunset	NOUN
stem-6727	163	56	is	be	AUX
stem-6727	163	57	a	a	DET
stem-6727	163	58	strong	strong	ADJ
stem-6727	163	59	semiotic	semiotic	ADJ
stem-6727	163	60	resource	resource	NOUN
stem-6727	163	61	that	that	PRON
stem-6727	163	62	brings	bring	VERB
stem-6727	163	63	about	about	ADP
stem-6727	163	64	tranquility	tranquility	NOUN
stem-6727	163	65	and	and	CCONJ
stem-6727	163	66	beauty	beauty	NOUN
stem-6727	163	67	.	.	PUNCT
stem-6727	164	1	used	use	VERB
stem-6727	164	2	together	together	ADV
stem-6727	164	3	with	with	ADP
stem-6727	164	4	the	the	DET
stem-6727	164	5	caption	caption	NOUN
stem-6727	164	6	,	,	PUNCT
stem-6727	164	7	the	the	DET
stem-6727	164	8	emojis	emojis	PROPN
stem-6727	164	9	✨	✨	PROPN
stem-6727	164	10	drive	drive	PROPN
stem-6727	164	11	home	home	ADV
stem-6727	164	12	the	the	DET
stem-6727	164	13	idea	idea	NOUN
stem-6727	164	14	of	of	ADP
stem-6727	164	15	gratitude	gratitude	NOUN
stem-6727	164	16	and	and	CCONJ
stem-6727	164	17	positivity	positivity	NOUN
stem-6727	164	18	.	.	PUNCT
stem-6727	165	1	the	the	DET
stem-6727	165	2	hashtag	hashtag	NOUN
stem-6727	165	3	#	#	SYM
stem-6727	165	4	grateful	grateful	ADJ
stem-6727	165	5	reinforces	reinforce	VERB
stem-6727	165	6	the	the	DET
stem-6727	165	7	emotional	emotional	ADJ
stem-6727	165	8	sentiment	sentiment	NOUN
stem-6727	165	9	and	and	CCONJ
stem-6727	165	10	allows	allow	VERB
stem-6727	165	11	the	the	DET
stem-6727	165	12	post	post	NOUN
stem-6727	165	13	to	to	PART
stem-6727	165	14	reach	reach	VERB
stem-6727	165	15	a	a	DET
stem-6727	165	16	broader	broad	ADJ
stem-6727	165	17	audience	audience	NOUN
stem-6727	165	18	interested	interested	ADJ
stem-6727	165	19	in	in	ADP
stem-6727	165	20	similar	similar	ADJ
stem-6727	165	21	themes	theme	NOUN
stem-6727	165	22	.	.	PUNCT
stem-6727	166	1	some	some	DET
stem-6727	166	2	stylistic	stylistic	ADJ
stem-6727	166	3	features	feature	NOUN
stem-6727	166	4	:	:	PUNCT
stem-6727	166	5	the	the	DET
stem-6727	166	6	language	language	NOUN
stem-6727	166	7	used	use	VERB
stem-6727	166	8	in	in	ADP
stem-6727	166	9	the	the	DET
stem-6727	166	10	caption	caption	NOUN
stem-6727	166	11	is	be	AUX
stem-6727	166	12	poetic	poetic	ADJ
stem-6727	166	13	and	and	CCONJ
stem-6727	166	14	reflective	reflective	ADJ
stem-6727	166	15	;	;	PUNCT
stem-6727	166	16	for	for	ADP
stem-6727	166	17	instance	instance	NOUN
stem-6727	166	18	,	,	PUNCT
stem-6727	166	19	alliteration	alliteration	NOUN
stem-6727	166	20	(	(	PUNCT
stem-6727	166	21	"	"	PUNCT
stem-6727	166	22	beauty	beauty	NOUN
stem-6727	166	23	in	in	ADP
stem-6727	166	24	the	the	DET
stem-6727	166	25	chaos	chaos	NOUN
stem-6727	166	26	"	"	PUNCT
stem-6727	166	27	)	)	PUNCT
stem-6727	166	28	provides	provide	VERB
stem-6727	166	29	rhythm	rhythm	NOUN
stem-6727	166	30	to	to	PART
stem-6727	166	31	emotionally	emotionally	ADV
stem-6727	166	32	strike	strike	VERB
stem-6727	166	33	a	a	DET
stem-6727	166	34	note	note	NOUN
stem-6727	166	35	.	.	PUNCT
stem-6727	167	1	this	this	DET
stem-6727	167	2	stylistic	stylistic	ADJ
stem-6727	167	3	choice	choice	NOUN
stem-6727	167	4	makes	make	VERB
stem-6727	167	5	the	the	DET
stem-6727	167	6	post	post	NOUN
stem-6727	167	7	more	more	ADV
stem-6727	167	8	aesthetically	aesthetically	ADV
stem-6727	167	9	appealing	appealing	ADJ
stem-6727	167	10	due	due	ADP
stem-6727	167	11	to	to	ADP
stem-6727	167	12	the	the	DET
stem-6727	167	13	nature	nature	NOUN
stem-6727	167	14	of	of	ADP
stem-6727	167	15	instagram	instagram	PROPN
stem-6727	167	16	relying	rely	VERB
stem-6727	167	17	so	so	ADV
stem-6727	167	18	heavily	heavily	ADV
stem-6727	167	19	on	on	ADP
stem-6727	167	20	visuals	visual	NOUN
stem-6727	167	21	.	.	PUNCT
stem-6727	168	1	quantitative	quantitative	ADJ
stem-6727	168	2	analysis	analysis	NOUN
stem-6727	168	3	comparison	comparison	NOUN
stem-6727	168	4	of	of	ADP
stem-6727	168	5	the	the	DET
stem-6727	168	6	engagement	engagement	NOUN
stem-6727	168	7	metrics	metric	NOUN
stem-6727	168	8	shows	show	VERB
stem-6727	168	9	that	that	SCONJ
stem-6727	168	10	,	,	PUNCT
stem-6727	168	11	on	on	ADP
stem-6727	168	12	average	average	ADJ
stem-6727	168	13	,	,	PUNCT
stem-6727	168	14	posts	post	NOUN
stem-6727	168	15	featuring	feature	VERB
stem-6727	168	16	positive	positive	ADJ
stem-6727	168	17	emotional	emotional	ADJ
stem-6727	168	18	themes	theme	NOUN
stem-6727	168	19	in	in	ADP
stem-6727	168	20	their	their	PRON
stem-6727	168	21	images	image	NOUN
stem-6727	168	22	tend	tend	VERB
stem-6727	168	23	to	to	PART
stem-6727	168	24	receive	receive	VERB
stem-6727	168	25	20	20	NUM
stem-6727	168	26	%	%	NOUN
stem-6727	168	27	more	more	ADJ
stem-6727	168	28	likes	like	NOUN
stem-6727	168	29	than	than	ADP
stem-6727	168	30	neutral	neutral	ADJ
stem-6727	168	31	or	or	CCONJ
stem-6727	168	32	negative	negative	ADJ
stem-6727	168	33	posts	post	NOUN
stem-6727	168	34	.	.	PUNCT
stem-6727	169	1	as	as	ADP
stem-6727	169	2	a	a	DET
stem-6727	169	3	matter	matter	NOUN
stem-6727	169	4	of	of	ADP
stem-6727	169	5	fact	fact	NOUN
stem-6727	169	6	,	,	PUNCT
stem-6727	169	7	the	the	DET
stem-6727	169	8	results	result	NOUN
stem-6727	169	9	of	of	ADP
stem-6727	169	10	this	this	DET
stem-6727	169	11	post	post	NOUN
stem-6727	169	12	were	be	AUX
stem-6727	169	13	considerably	considerably	ADV
stem-6727	169	14	higher	high	ADJ
stem-6727	169	15	compared	compare	VERB
stem-6727	169	16	to	to	ADP
stem-6727	169	17	the	the	DET
stem-6727	169	18	average	average	NOUN
stem-6727	169	19	for	for	ADP
stem-6727	169	20	this	this	DET
stem-6727	169	21	kind	kind	NOUN
stem-6727	169	22	of	of	ADP
stem-6727	169	23	post	post	NOUN
stem-6727	169	24	on	on	ADP
stem-6727	169	25	the	the	DET
stem-6727	169	26	platform	platform	NOUN
stem-6727	169	27	,	,	PUNCT
stem-6727	169	28	which	which	PRON
stem-6727	169	29	is	be	AUX
stem-6727	169	30	showing	show	VERB
stem-6727	169	31	the	the	DET
stem-6727	169	32	successful	successful	ADJ
stem-6727	169	33	emotional	emotional	ADJ
stem-6727	169	34	connection	connection	NOUN
stem-6727	169	35	.	.	PUNCT
stem-6727	170	1	4.4	4.4	NUM
stem-6727	170	2	.	.	PUNCT
stem-6727	171	1	data	datum	NOUN
stem-6727	171	2	sample	sample	NOUN
stem-6727	171	3	3	3	NUM
stem-6727	171	4	:	:	PUNCT
stem-6727	171	5	facebook	facebook	PROPN
stem-6727	171	6	post	post	PROPN
stem-6727	171	7	content	content	PROPN
stem-6727	171	8	:	:	PUNCT
stem-6727	171	9	"	"	PUNCT
stem-6727	171	10	today	today	NOUN
stem-6727	171	11	was	be	AUX
stem-6727	171	12	one	one	NUM
stem-6727	171	13	of	of	ADP
stem-6727	171	14	those	those	DET
stem-6727	171	15	days	day	NOUN
stem-6727	171	16	where	where	SCONJ
stem-6727	171	17	everything	everything	PRON
stem-6727	171	18	went	go	VERB
stem-6727	171	19	wrong	wrong	ADJ
stem-6727	171	20	.	.	PUNCT
stem-6727	172	1	but	but	CCONJ
stem-6727	172	2	i	i	PRON
stem-6727	172	3	'm	be	AUX
stem-6727	172	4	grateful	grateful	ADJ
stem-6727	172	5	for	for	ADP
stem-6727	172	6	the	the	DET
stem-6727	172	7	support	support	NOUN
stem-6727	172	8	from	from	ADP
stem-6727	172	9	my	my	PRON
stem-6727	172	10	friends	friend	NOUN
stem-6727	172	11	!	!	PUNCT
stem-6727	173	1	❤	❤	PROPN
stem-6727	173	2	#	#	SYM
stem-6727	173	3	friendship	friendship	NOUN
stem-6727	173	4	"	"	PUNCT
stem-6727	173	5	platform	platform	NOUN
stem-6727	173	6	:	:	PUNCT
stem-6727	173	7	facebook	facebook	NOUN
stem-6727	173	8	engagement	engagement	NOUN
stem-6727	173	9	metrics	metric	NOUN
stem-6727	173	10	:	:	PUNCT
stem-6727	173	11	➢	➢	VERB
stem-6727	173	12	likes	like	VERB
stem-6727	173	13	:	:	PUNCT
stem-6727	173	14	200	200	NUM
stem-6727	173	15	➢	➢	NOUN
stem-6727	173	16	shares	share	NOUN
stem-6727	173	17	:	:	PUNCT
stem-6727	173	18	40	40	NUM
stem-6727	173	19	➢	➢	NOUN
stem-6727	173	20	comments	comment	NOUN
stem-6727	173	21	:	:	PUNCT
stem-6727	173	22	60	60	NUM
stem-6727	173	23	qualitative	qualitative	ADJ
stem-6727	173	24	analysis	analysis	NOUN
stem-6727	173	25	the	the	DET
stem-6727	173	26	semiotic	semiotic	ADJ
stem-6727	173	27	features	feature	NOUN
stem-6727	173	28	involve	involve	VERB
stem-6727	173	29	the	the	DET
stem-6727	173	30	heart	heart	NOUN
stem-6727	173	31	emoji	emoji	PROPN
stem-6727	173	32	❤	❤	PROPN
stem-6727	173	33	,	,	PUNCT
stem-6727	173	34	which	which	PRON
stem-6727	173	35	adds	add	VERB
stem-6727	173	36	to	to	ADP
stem-6727	173	37	the	the	DET
stem-6727	173	38	text	text	NOUN
stem-6727	173	39	the	the	DET
stem-6727	173	40	tone	tone	NOUN
stem-6727	173	41	of	of	ADP
stem-6727	173	42	heartiness	heartiness	NOUN
stem-6727	173	43	associated	associate	VERB
stem-6727	173	44	with	with	ADP
stem-6727	173	45	affection	affection	NOUN
stem-6727	173	46	and	and	CCONJ
stem-6727	173	47	gratitude	gratitude	NOUN
stem-6727	173	48	for	for	ADP
stem-6727	173	49	friends	friend	NOUN
stem-6727	173	50	.	.	PUNCT
stem-6727	174	1	the	the	DET
stem-6727	174	2	hashtag	hashtag	NOUN
stem-6727	174	3	#	#	SYM
stem-6727	174	4	friendship	friendship	NOUN
stem-6727	174	5	contextualizes	contextualize	VERB
stem-6727	174	6	the	the	DET
stem-6727	174	7	post	post	NOUN
stem-6727	174	8	to	to	PART
stem-6727	174	9	attract	attract	VERB
stem-6727	174	10	users	user	NOUN
stem-6727	174	11	with	with	ADP
stem-6727	174	12	similar	similar	ADJ
stem-6727	174	13	sentiments	sentiment	NOUN
stem-6727	174	14	.	.	PUNCT
stem-6727	175	1	stylistic	stylistic	ADJ
stem-6727	175	2	features	feature	NOUN
stem-6727	175	3	:	:	PUNCT
stem-6727	175	4	the	the	DET
stem-6727	175	5	structure	structure	NOUN
stem-6727	175	6	of	of	ADP
stem-6727	175	7	the	the	DET
stem-6727	175	8	post	post	NOUN
stem-6727	175	9	is	be	AUX
stem-6727	175	10	a	a	DET
stem-6727	175	11	contrast	contrast	NOUN
stem-6727	175	12	between	between	ADP
stem-6727	175	13	a	a	DET
stem-6727	175	14	negative	negative	ADJ
stem-6727	175	15	experience	experience	NOUN
stem-6727	175	16	(	(	PUNCT
stem-6727	175	17	"	"	PUNCT
stem-6727	175	18	everything	everything	PRON
stem-6727	175	19	went	go	VERB
stem-6727	175	20	wrong	wrong	ADJ
stem-6727	175	21	"	"	PUNCT
stem-6727	175	22	)	)	PUNCT
stem-6727	175	23	and	and	CCONJ
stem-6727	175	24	a	a	DET
stem-6727	175	25	positive	positive	ADJ
stem-6727	175	26	conclusion	conclusion	NOUN
stem-6727	175	27	(	(	PUNCT
stem-6727	175	28	"	"	PUNCT
stem-6727	175	29	grateful	grateful	ADJ
stem-6727	175	30	for	for	ADP
stem-6727	175	31	the	the	DET
stem-6727	175	32	support	support	NOUN
stem-6727	175	33	"	"	PUNCT
stem-6727	175	34	)	)	PUNCT
stem-6727	175	35	.	.	PUNCT
stem-6727	176	1	the	the	DET
stem-6727	176	2	apparent	apparent	ADJ
stem-6727	176	3	juxtaposition	juxtaposition	NOUN
stem-6727	176	4	strengthens	strengthen	VERB
stem-6727	176	5	the	the	DET
stem-6727	176	6	emotional	emotional	ADJ
stem-6727	176	7	complexity	complexity	NOUN
stem-6727	176	8	of	of	ADP
stem-6727	176	9	the	the	DET
stem-6727	176	10	message	message	NOUN
stem-6727	176	11	by	by	ADP
stem-6727	176	12	engaging	engage	VERB
stem-6727	176	13	the	the	DET
stem-6727	176	14	readers	reader	NOUN
stem-6727	176	15	on	on	ADP
stem-6727	176	16	many	many	ADJ
stem-6727	176	17	levels	level	NOUN
stem-6727	176	18	.	.	PUNCT
stem-6727	177	1	quantitative	quantitative	ADJ
stem-6727	177	2	analysis	analysis	NOUN
stem-6727	177	3	comparing	compare	VERB
stem-6727	177	4	the	the	DET
stem-6727	177	5	engagement	engagement	NOUN
stem-6727	177	6	metrics	metric	NOUN
stem-6727	177	7	of	of	ADP
stem-6727	177	8	posts	post	NOUN
stem-6727	177	9	with	with	ADP
stem-6727	177	10	positive	positive	ADJ
stem-6727	177	11	sentiments	sentiment	NOUN
stem-6727	177	12	to	to	ADP
stem-6727	177	13	those	those	PRON
stem-6727	177	14	with	with	ADP
stem-6727	177	15	negative	negative	ADJ
stem-6727	177	16	sentiments	sentiment	NOUN
stem-6727	177	17	,	,	PUNCT
stem-6727	177	18	we	we	PRON
stem-6727	177	19	used	use	VERB
stem-6727	177	20	anova	anova	PROPN
stem-6727	177	21	.	.	PUNCT
stem-6727	178	1	we	we	PRON
stem-6727	178	2	find	find	VERB
stem-6727	178	3	from	from	ADP
stem-6727	178	4	the	the	DET
stem-6727	178	5	results	result	NOUN
stem-6727	178	6	that	that	SCONJ
stem-6727	178	7	there	there	PRON
stem-6727	178	8	is	be	VERB
stem-6727	178	9	a	a	DET
stem-6727	178	10	significant	significant	ADJ
stem-6727	178	11	difference	difference	NOUN
stem-6727	178	12	in	in	ADP
stem-6727	178	13	the	the	DET
stem-6727	178	14	engagement	engagement	NOUN
stem-6727	178	15	created	create	VERB
stem-6727	178	16	by	by	ADP
stem-6727	178	17	the	the	DET
stem-6727	178	18	posts	post	NOUN
stem-6727	178	19	which	which	PRON
stem-6727	178	20	concluded	conclude	VERB
stem-6727	178	21	on	on	ADP
stem-6727	178	22	a	a	DET
stem-6727	178	23	positive	positive	ADJ
stem-6727	178	24	note	note	NOUN
stem-6727	178	25	-	-	PUNCT
stem-6727	178	26	mean	mean	ADJ
stem-6727	178	27	200	200	NUM
stem-6727	178	28	likes	like	NOUN
stem-6727	178	29	,	,	PUNCT
stem-6727	178	30	with	with	ADP
stem-6727	178	31	the	the	DET
stem-6727	178	32	ones	one	NOUN
stem-6727	178	33	342	342	NUM
stem-6727	178	34	american	american	ADJ
stem-6727	178	35	journal	journal	PROPN
stem-6727	178	36	of	of	ADP
stem-6727	178	37	language	language	NOUN
stem-6727	178	38	,	,	PUNCT
stem-6727	178	39	literacy	literacy	NOUN
stem-6727	178	40	and	and	CCONJ
stem-6727	178	41	learning	learn	VERB
stem-6727	178	42	in	in	ADP
stem-6727	178	43	stem	stem	NOUN
stem-6727	178	44	education	education	NOUN
stem-6727	178	45	www	www	PROPN
stem-6727	178	46	.	.	PROPN
stem-6727	179	1	grnjournal.us	grnjournal.us	X
stem-6727	179	2	which	which	PRON
stem-6727	179	3	were	be	AUX
stem-6727	179	4	purely	purely	ADV
stem-6727	179	5	negative	negative	ADJ
stem-6727	179	6	in	in	ADP
stem-6727	179	7	their	their	PRON
stem-6727	179	8	sentiment	sentiment	NOUN
stem-6727	179	9	-	-	PUNCT
stem-6727	179	10	mean	mean	NOUN
stem-6727	179	11	80	80	NUM
stem-6727	179	12	likes	like	NOUN
stem-6727	179	13	,	,	PUNCT
stem-6727	179	14	p	p	X
stem-6727	179	15	<	<	X
stem-6727	179	16	0.05	0.05	NUM
stem-6727	179	17	.	.	PUNCT
stem-6727	180	1	that	that	PRON
stem-6727	180	2	explains	explain	VERB
stem-6727	180	3	the	the	DET
stem-6727	180	4	importance	importance	NOUN
stem-6727	180	5	of	of	ADP
stem-6727	180	6	concluding	conclude	VERB
stem-6727	180	7	with	with	ADP
stem-6727	180	8	gratitude	gratitude	NOUN
stem-6727	180	9	.	.	PUNCT
stem-6727	181	1	4.5	4.5	NUM
stem-6727	181	2	.	.	PUNCT
stem-6727	182	1	data	datum	NOUN
stem-6727	182	2	sample	sample	NOUN
stem-6727	182	3	4	4	NUM
stem-6727	182	4	:	:	PUNCT
stem-6727	182	5	twitter	twitter	NOUN
stem-6727	182	6	post	post	NOUN
stem-6727	182	7	content	content	NOUN
stem-6727	182	8	:	:	PUNCT
stem-6727	182	9	"	"	PUNCT
stem-6727	182	10	ca	can	AUX
stem-6727	182	11	n't	not	PART
stem-6727	182	12	believe	believe	VERB
stem-6727	182	13	how	how	SCONJ
stem-6727	182	14	fast	fast	ADJ
stem-6727	182	15	time	time	NOUN
stem-6727	182	16	flies	fly	VERB
stem-6727	182	17	!	!	PUNCT
stem-6727	183	1	missing	miss	VERB
stem-6727	183	2	my	my	PRON
stem-6727	183	3	childhood	childhood	NOUN
stem-6727	183	4	friends	friend	NOUN
stem-6727	183	5	#	#	SYM
stem-6727	183	6	nostalgia	nostalgia	NOUN
stem-6727	183	7	"	"	PUNCT
stem-6727	183	8	platform	platform	NOUN
stem-6727	183	9	:	:	PUNCT
stem-6727	183	10	twitter	twitter	NOUN
stem-6727	183	11	engagement	engagement	NOUN
stem-6727	183	12	metrics	metric	NOUN
stem-6727	183	13	:	:	PUNCT
stem-6727	183	14	➢	➢	VERB
stem-6727	183	15	likes	like	VERB
stem-6727	183	16	:	:	PUNCT
stem-6727	183	17	180	180	NUM
stem-6727	183	18	➢	➢	NOUN
stem-6727	183	19	retweets	retweet	NOUN
stem-6727	183	20	:	:	PUNCT
stem-6727	183	21	25	25	NUM
stem-6727	183	22	➢	➢	NOUN
stem-6727	183	23	replies	reply	NOUN
stem-6727	183	24	:	:	PUNCT
stem-6727	183	25	15	15	NUM
stem-6727	183	26	qualitative	qualitative	ADJ
stem-6727	183	27	analysis	analysis	NOUN
stem-6727	183	28	such	such	ADJ
stem-6727	183	29	semiotic	semiotic	ADJ
stem-6727	183	30	features	feature	NOUN
stem-6727	183	31	are	be	AUX
stem-6727	183	32	the	the	DET
stem-6727	183	33	crying	cry	VERB
stem-6727	183	34	emoji	emoji	NOUN
stem-6727	183	35	that	that	PRON
stem-6727	183	36	strongly	strongly	ADV
stem-6727	183	37	denotes	denote	VERB
stem-6727	183	38	sadness	sadness	NOUN
stem-6727	183	39	,	,	PUNCT
stem-6727	183	40	hence	hence	ADV
stem-6727	183	41	reinforcing	reinforce	VERB
stem-6727	183	42	a	a	DET
stem-6727	183	43	nostalgic	nostalgic	ADJ
stem-6727	183	44	tone	tone	NOUN
stem-6727	183	45	in	in	ADP
stem-6727	183	46	this	this	DET
stem-6727	183	47	message	message	NOUN
stem-6727	183	48	.	.	PUNCT
stem-6727	184	1	the	the	DET
stem-6727	184	2	hashtag	hashtag	NOUN
stem-6727	184	3	#	#	NOUN
stem-6727	184	4	nostalgia	nostalgia	NOUN
stem-6727	184	5	connects	connect	VERB
stem-6727	184	6	the	the	DET
stem-6727	184	7	post	post	NOUN
stem-6727	184	8	to	to	ADP
stem-6727	184	9	a	a	DET
stem-6727	184	10	larger	large	ADJ
stem-6727	184	11	discourse	discourse	NOUN
stem-6727	184	12	,	,	PUNCT
stem-6727	184	13	inviting	invite	VERB
stem-6727	184	14	others	other	NOUN
stem-6727	184	15	to	to	PART
stem-6727	184	16	report	report	VERB
stem-6727	184	17	similar	similar	ADJ
stem-6727	184	18	experiences	experience	NOUN
stem-6727	184	19	.	.	PUNCT
stem-6727	185	1	stylistic	stylistic	ADJ
stem-6727	185	2	features	feature	NOUN
stem-6727	185	3	:	:	PUNCT
stem-6727	185	4	the	the	DET
stem-6727	185	5	exclamation	exclamation	NOUN
stem-6727	185	6	mark	mark	NOUN
stem-6727	185	7	after	after	SCONJ
stem-6727	185	8	"	"	PUNCT
stem-6727	185	9	ca	can	AUX
stem-6727	185	10	n't	not	PART
stem-6727	185	11	believe	believe	VERB
stem-6727	185	12	how	how	SCONJ
stem-6727	185	13	fast	fast	ADJ
stem-6727	185	14	time	time	NOUN
stem-6727	185	15	flies	fly	VERB
stem-6727	185	16	!	!	PUNCT
stem-6727	185	17	"	"	PUNCT
stem-6727	185	18	gives	give	VERB
stem-6727	185	19	more	more	ADJ
stem-6727	185	20	emotional	emotional	ADJ
stem-6727	185	21	weight	weight	NOUN
stem-6727	185	22	to	to	ADP
stem-6727	185	23	the	the	DET
stem-6727	185	24	utterance	utterance	NOUN
stem-6727	185	25	,	,	PUNCT
stem-6727	185	26	showing	show	VERB
stem-6727	185	27	that	that	SCONJ
stem-6727	185	28	the	the	DET
stem-6727	185	29	speaker	speaker	NOUN
stem-6727	185	30	is	be	AUX
stem-6727	185	31	both	both	CCONJ
stem-6727	185	32	surprised	surprised	ADJ
stem-6727	185	33	and	and	CCONJ
stem-6727	185	34	wistful	wistful	ADJ
stem-6727	185	35	.	.	PUNCT
stem-6727	186	1	it	it	PRON
stem-6727	186	2	is	be	AUX
stem-6727	186	3	an	an	DET
stem-6727	186	4	informal	informal	ADJ
stem-6727	186	5	,	,	PUNCT
stem-6727	186	6	conversational	conversational	ADJ
stem-6727	186	7	style	style	NOUN
stem-6727	186	8	that	that	PRON
stem-6727	186	9	is	be	AUX
stem-6727	186	10	typical	typical	ADJ
stem-6727	186	11	in	in	ADP
stem-6727	186	12	twitter	twitter	NOUN
stem-6727	186	13	communication	communication	NOUN
stem-6727	186	14	and	and	CCONJ
stem-6727	186	15	thus	thus	ADV
stem-6727	186	16	well	well	ADV
stem-6727	186	17	-	-	PUNCT
stem-6727	186	18	accepted	accept	VERB
stem-6727	186	19	by	by	ADP
stem-6727	186	20	followers	follower	NOUN
stem-6727	186	21	.	.	PUNCT
stem-6727	187	1	quantitative	quantitative	ADJ
stem-6727	187	2	analysis	analysis	NOUN
stem-6727	187	3	a	a	DET
stem-6727	187	4	frequency	frequency	NOUN
stem-6727	187	5	analysis	analysis	NOUN
stem-6727	187	6	of	of	ADP
stem-6727	187	7	the	the	DET
stem-6727	187	8	posts	post	NOUN
stem-6727	187	9	containing	contain	VERB
stem-6727	187	10	#	#	SYM
stem-6727	187	11	nostalgia	nostalgia	NOUN
stem-6727	187	12	showed	show	VERB
stem-6727	187	13	that	that	SCONJ
stem-6727	187	14	such	such	ADJ
stem-6727	187	15	posts	post	NOUN
stem-6727	187	16	got	get	VERB
stem-6727	187	17	150	150	NUM
stem-6727	187	18	likes	like	NOUN
stem-6727	187	19	on	on	ADP
stem-6727	187	20	average	average	ADJ
stem-6727	187	21	,	,	PUNCT
stem-6727	187	22	against	against	ADP
stem-6727	187	23	90	90	NUM
stem-6727	187	24	likes	like	NOUN
stem-6727	187	25	in	in	ADP
stem-6727	187	26	posts	post	NOUN
stem-6727	187	27	without	without	ADP
stem-6727	187	28	emotional	emotional	ADJ
stem-6727	187	29	hashtags	hashtag	NOUN
stem-6727	187	30	.	.	PUNCT
stem-6727	188	1	it	it	PRON
stem-6727	188	2	would	would	AUX
stem-6727	188	3	then	then	ADV
stem-6727	188	4	appear	appear	VERB
stem-6727	188	5	that	that	SCONJ
stem-6727	188	6	an	an	DET
stem-6727	188	7	emotional	emotional	ADJ
stem-6727	188	8	hashtag	hashtag	NOUN
stem-6727	188	9	elevates	elevate	VERB
stem-6727	188	10	the	the	DET
stem-6727	188	11	engagement	engagement	NOUN
stem-6727	188	12	,	,	PUNCT
stem-6727	188	13	with	with	ADP
stem-6727	188	14	users	user	NOUN
stem-6727	188	15	more	more	ADV
stem-6727	188	16	likely	likely	ADJ
stem-6727	188	17	to	to	PART
stem-6727	188	18	interact	interact	VERB
stem-6727	188	19	with	with	ADP
stem-6727	188	20	content	content	NOUN
stem-6727	188	21	which	which	PRON
stem-6727	188	22	stirs	stir	VERB
stem-6727	188	23	shared	shared	ADJ
stem-6727	188	24	feelings	feeling	NOUN
stem-6727	188	25	of	of	ADP
stem-6727	188	26	some	some	DET
stem-6727	188	27	sort	sort	NOUN
stem-6727	188	28	.	.	PUNCT
stem-6727	189	1	4.6	4.6	NUM
stem-6727	189	2	.	.	PUNCT
stem-6727	190	1	data	datum	NOUN
stem-6727	190	2	sample	sample	NOUN
stem-6727	190	3	5	5	NUM
stem-6727	190	4	:	:	PUNCT
stem-6727	190	5	instagram	instagram	PROPN
stem-6727	190	6	post	post	PROPN
stem-6727	190	7	content	content	PROPN
stem-6727	190	8	:	:	PUNCT
stem-6727	190	9	(	(	PUNCT
stem-6727	190	10	image	image	NOUN
stem-6727	190	11	of	of	ADP
stem-6727	190	12	a	a	DET
stem-6727	190	13	crowded	crowded	ADJ
stem-6727	190	14	beach	beach	NOUN
stem-6727	190	15	with	with	ADP
stem-6727	190	16	the	the	DET
stem-6727	190	17	caption	caption	NOUN
stem-6727	190	18	)	)	PUNCT
stem-6727	190	19	"	"	PUNCT
stem-6727	190	20	summer	summer	NOUN
stem-6727	190	21	vibes	vibe	NOUN
stem-6727	190	22	are	be	AUX
stem-6727	190	23	here	here	ADV
stem-6727	190	24	!	!	PUNCT
stem-6727	191	1	☀	☀	NOUN
stem-6727	191	2	who	who	PRON
stem-6727	191	3	's	be	AUX
stem-6727	191	4	ready	ready	ADJ
stem-6727	191	5	for	for	ADP
stem-6727	191	6	fun	fun	NOUN
stem-6727	191	7	?	?	PUNCT
stem-6727	192	1	#	#	X
stem-6727	192	2	summer2023	summer2023	PROPN
stem-6727	192	3	"	"	PUNCT
stem-6727	192	4	platform	platform	NOUN
stem-6727	192	5	:	:	PUNCT
stem-6727	192	6	instagram	instagram	PROPN
stem-6727	192	7	engagement	engagement	NOUN
stem-6727	192	8	metrics	metric	NOUN
stem-6727	192	9	:	:	PUNCT
stem-6727	192	10	➢	➢	VERB
stem-6727	192	11	likes	like	VERB
stem-6727	192	12	:	:	PUNCT
stem-6727	192	13	400	400	NUM
stem-6727	192	14	➢	➢	NOUN
stem-6727	192	15	comments	comment	NOUN
stem-6727	192	16	:	:	PUNCT
stem-6727	192	17	70	70	NUM
stem-6727	192	18	➢	➢	NOUN
stem-6727	192	19	shares	share	NOUN
stem-6727	192	20	:	:	PUNCT
stem-6727	192	21	20	20	NUM
stem-6727	192	22	qualitative	qualitative	ADJ
stem-6727	192	23	analysis	analysis	NOUN
stem-6727	192	24	semiotic	semiotic	ADJ
stem-6727	192	25	features	feature	NOUN
stem-6727	192	26	:	:	PUNCT
stem-6727	192	27	the	the	DET
stem-6727	192	28	image	image	NOUN
stem-6727	192	29	of	of	ADP
stem-6727	192	30	a	a	DET
stem-6727	192	31	beach	beach	NOUN
stem-6727	192	32	encapsulates	encapsulate	VERB
stem-6727	192	33	joy	joy	NOUN
stem-6727	192	34	and	and	CCONJ
stem-6727	192	35	relaxation	relaxation	NOUN
stem-6727	192	36	,	,	PUNCT
stem-6727	192	37	while	while	SCONJ
stem-6727	192	38	the	the	DET
stem-6727	192	39	emojis	emojis	PROPN
stem-6727	192	40	☀	☀	PROPN
stem-6727	192	41	serve	serve	VERB
stem-6727	192	42	to	to	PART
stem-6727	192	43	enhance	enhance	VERB
stem-6727	192	44	the	the	DET
stem-6727	192	45	summer	summer	NOUN
stem-6727	192	46	theme	theme	NOUN
stem-6727	192	47	.	.	PUNCT
stem-6727	193	1	the	the	DET
stem-6727	193	2	hashtag	hashtag	NOUN
stem-6727	193	3	#	#	ADP
stem-6727	193	4	summer2023	summer2023	PROPN
stem-6727	193	5	helps	help	VERB
stem-6727	193	6	categorize	categorize	VERB
stem-6727	193	7	the	the	DET
stem-6727	193	8	post	post	NOUN
stem-6727	193	9	,	,	PUNCT
stem-6727	193	10	connecting	connect	VERB
stem-6727	193	11	it	it	PRON
stem-6727	193	12	to	to	ADP
stem-6727	193	13	seasonal	seasonal	ADJ
stem-6727	193	14	trends	trend	NOUN
stem-6727	193	15	and	and	CCONJ
stem-6727	193	16	discussions	discussion	NOUN
stem-6727	193	17	.	.	PUNCT
stem-6727	194	1	stylistic	stylistic	ADJ
stem-6727	194	2	features	feature	NOUN
stem-6727	194	3	:	:	PUNCT
stem-6727	194	4	the	the	DET
stem-6727	194	5	use	use	NOUN
stem-6727	194	6	of	of	ADP
stem-6727	194	7	an	an	DET
stem-6727	194	8	engaging	engaging	ADJ
stem-6727	194	9	,	,	PUNCT
stem-6727	194	10	rhetorical	rhetorical	ADJ
stem-6727	194	11	question	question	NOUN
stem-6727	194	12	(	(	PUNCT
stem-6727	194	13	"	"	PUNCT
stem-6727	194	14	who	who	PRON
stem-6727	194	15	's	be	AUX
stem-6727	194	16	ready	ready	ADJ
stem-6727	194	17	for	for	ADP
stem-6727	194	18	fun	fun	NOUN
stem-6727	194	19	?	?	PUNCT
stem-6727	194	20	"	"	PUNCT
stem-6727	194	21	)	)	PUNCT
stem-6727	194	22	invites	invite	VERB
stem-6727	194	23	interaction	interaction	NOUN
stem-6727	194	24	and	and	CCONJ
stem-6727	194	25	fosters	foster	VERB
stem-6727	194	26	a	a	DET
stem-6727	194	27	sense	sense	NOUN
stem-6727	194	28	of	of	ADP
stem-6727	194	29	community	community	NOUN
stem-6727	194	30	among	among	ADP
stem-6727	194	31	followers	follower	NOUN
stem-6727	194	32	.	.	PUNCT
stem-6727	195	1	this	this	DET
stem-6727	195	2	conversational	conversational	ADJ
stem-6727	195	3	style	style	NOUN
stem-6727	195	4	encourages	encourage	VERB
stem-6727	195	5	comments	comment	NOUN
stem-6727	195	6	,	,	PUNCT
stem-6727	195	7	increasing	increase	VERB
stem-6727	195	8	user	user	NOUN
stem-6727	195	9	engagement	engagement	NOUN
stem-6727	195	10	.	.	PUNCT
stem-6727	196	1	quantitative	quantitative	ADJ
stem-6727	196	2	analysis	analysis	NOUN
stem-6727	196	3	an	an	DET
stem-6727	196	4	analysis	analysis	NOUN
stem-6727	196	5	of	of	ADP
stem-6727	196	6	the	the	DET
stem-6727	196	7	engagement	engagement	NOUN
stem-6727	196	8	metrics	metric	NOUN
stem-6727	196	9	indicates	indicate	VERB
stem-6727	196	10	that	that	SCONJ
stem-6727	196	11	posts	post	NOUN
stem-6727	196	12	featuring	feature	VERB
stem-6727	196	13	seasonal	seasonal	ADJ
stem-6727	196	14	themes	theme	NOUN
stem-6727	196	15	(	(	PUNCT
stem-6727	196	16	like	like	ADP
stem-6727	196	17	summer	summer	NOUN
stem-6727	196	18	)	)	PUNCT
stem-6727	196	19	tend	tend	VERB
stem-6727	196	20	to	to	PART
stem-6727	196	21	generate	generate	VERB
stem-6727	196	22	25	25	NUM
stem-6727	196	23	%	%	NOUN
stem-6727	196	24	more	more	ADJ
stem-6727	196	25	interaction	interaction	NOUN
stem-6727	196	26	than	than	ADP
stem-6727	196	27	off	off	ADP
stem-6727	196	28	-	-	PUNCT
stem-6727	196	29	season	season	NOUN
stem-6727	196	30	posts	post	NOUN
stem-6727	196	31	.	.	PUNCT
stem-6727	197	1	the	the	DET
stem-6727	197	2	combination	combination	NOUN
stem-6727	197	3	of	of	ADP
stem-6727	197	4	visual	visual	ADJ
stem-6727	197	5	and	and	CCONJ
stem-6727	197	6	textual	textual	ADJ
stem-6727	197	7	elements	element	NOUN
stem-6727	197	8	appears	appear	VERB
stem-6727	197	9	to	to	PART
stem-6727	197	10	resonate	resonate	VERB
stem-6727	197	11	strongly	strongly	ADV
stem-6727	197	12	with	with	ADP
stem-6727	197	13	users	user	NOUN
stem-6727	197	14	,	,	PUNCT
stem-6727	197	15	driving	drive	VERB
stem-6727	197	16	higher	high	ADJ
stem-6727	197	17	engagement	engagement	NOUN
stem-6727	197	18	levels	level	NOUN
stem-6727	197	19	.	.	PUNCT
stem-6727	198	1	343	343	NUM
stem-6727	198	2	american	american	ADJ
stem-6727	198	3	journal	journal	PROPN
stem-6727	198	4	of	of	ADP
stem-6727	198	5	language	language	NOUN
stem-6727	198	6	,	,	PUNCT
stem-6727	198	7	literacy	literacy	NOUN
stem-6727	198	8	and	and	CCONJ
stem-6727	198	9	learning	learn	VERB
stem-6727	198	10	in	in	ADP
stem-6727	198	11	stem	stem	NOUN
stem-6727	198	12	education	education	NOUN
stem-6727	198	13	www	www	PROPN
stem-6727	198	14	.	.	PUNCT
stem-6727	199	1	grnjournal.us	grnjournal.us	X
stem-6727	199	2	4.7	4.7	NUM
stem-6727	199	3	.	.	PUNCT
stem-6727	200	1	summary	summary	NOUN
stem-6727	200	2	of	of	ADP
stem-6727	200	3	findings	finding	NOUN
stem-6727	200	4	the	the	DET
stem-6727	200	5	qualitative	qualitative	ADJ
stem-6727	200	6	analysis	analysis	NOUN
stem-6727	200	7	across	across	ADP
stem-6727	200	8	the	the	DET
stem-6727	200	9	five	five	NUM
stem-6727	200	10	selected	select	VERB
stem-6727	200	11	data	data	NOUN
stem-6727	200	12	samples	sample	NOUN
stem-6727	200	13	highlights	highlight	NOUN
stem-6727	200	14	key	key	ADJ
stem-6727	200	15	semiotic	semiotic	ADJ
stem-6727	200	16	and	and	CCONJ
stem-6727	200	17	stylistic	stylistic	ADJ
stem-6727	200	18	features	feature	NOUN
stem-6727	200	19	that	that	PRON
stem-6727	200	20	enhance	enhance	VERB
stem-6727	200	21	emotional	emotional	ADJ
stem-6727	200	22	expression	expression	NOUN
stem-6727	200	23	and	and	CCONJ
stem-6727	200	24	user	user	NOUN
stem-6727	200	25	engagement	engagement	NOUN
stem-6727	200	26	.	.	PUNCT
stem-6727	201	1	emojis	emoji	NOUN
stem-6727	201	2	,	,	PUNCT
stem-6727	201	3	imagery	imagery	NOUN
stem-6727	201	4	,	,	PUNCT
stem-6727	201	5	and	and	CCONJ
stem-6727	201	6	hashtags	hashtag	NOUN
stem-6727	201	7	emerge	emerge	VERB
stem-6727	201	8	as	as	ADP
stem-6727	201	9	crucial	crucial	ADJ
stem-6727	201	10	semiotic	semiotic	ADJ
stem-6727	201	11	resources	resource	NOUN
stem-6727	201	12	,	,	PUNCT
stem-6727	201	13	while	while	SCONJ
stem-6727	201	14	stylistic	stylistic	ADJ
stem-6727	201	15	choices	choice	NOUN
stem-6727	201	16	such	such	ADJ
stem-6727	201	17	as	as	ADP
stem-6727	201	18	tone	tone	NOUN
stem-6727	201	19	,	,	PUNCT
stem-6727	201	20	language	language	NOUN
stem-6727	201	21	,	,	PUNCT
stem-6727	201	22	and	and	CCONJ
stem-6727	201	23	rhetorical	rhetorical	ADJ
stem-6727	201	24	questions	question	NOUN
stem-6727	201	25	significantly	significantly	ADV
stem-6727	201	26	impact	impact	VERB
stem-6727	201	27	how	how	SCONJ
stem-6727	201	28	messages	message	NOUN
stem-6727	201	29	are	be	AUX
stem-6727	201	30	received	receive	VERB
stem-6727	201	31	.	.	PUNCT
stem-6727	202	1	quantitative	quantitative	ADJ
stem-6727	202	2	analysis	analysis	NOUN
stem-6727	202	3	confirms	confirm	VERB
stem-6727	202	4	these	these	DET
stem-6727	202	5	observations	observation	NOUN
stem-6727	202	6	,	,	PUNCT
stem-6727	202	7	showing	show	VERB
stem-6727	202	8	positive	positive	ADJ
stem-6727	202	9	interrelations	interrelation	NOUN
stem-6727	202	10	between	between	ADP
stem-6727	202	11	emotional	emotional	ADJ
stem-6727	202	12	expression	expression	NOUN
stem-6727	202	13	and	and	CCONJ
stem-6727	202	14	engagement	engagement	NOUN
stem-6727	202	15	metrics	metric	NOUN
stem-6727	202	16	.	.	PUNCT
stem-6727	203	1	posts	post	NOUN
stem-6727	203	2	containing	contain	VERB
stem-6727	203	3	emotional	emotional	ADJ
stem-6727	203	4	content	content	NOUN
stem-6727	203	5	-	-	PUNCT
stem-6727	203	6	outcomes	outcome	NOUN
stem-6727	203	7	,	,	PUNCT
stem-6727	203	8	especially	especially	ADV
stem-6727	203	9	those	those	PRON
stem-6727	203	10	ending	end	VERB
stem-6727	203	11	on	on	ADP
stem-6727	203	12	a	a	DET
stem-6727	203	13	positive	positive	ADJ
stem-6727	203	14	note	note	NOUN
stem-6727	203	15	,	,	PUNCT
stem-6727	203	16	receive	receive	VERB
stem-6727	203	17	more	more	ADJ
stem-6727	203	18	involvement	involvement	NOUN
stem-6727	203	19	.	.	PUNCT
stem-6727	204	1	the	the	DET
stem-6727	204	2	use	use	NOUN
stem-6727	204	3	of	of	ADP
stem-6727	204	4	emojis	emoji	NOUN
stem-6727	204	5	and	and	CCONJ
stem-6727	204	6	emotional	emotional	ADJ
stem-6727	204	7	hashtags	hashtag	NOUN
stem-6727	204	8	increases	increase	VERB
stem-6727	204	9	user	user	NOUN
stem-6727	204	10	engagement	engagement	NOUN
stem-6727	204	11	on	on	ADP
stem-6727	204	12	both	both	DET
stem-6727	204	13	platforms	platform	NOUN
stem-6727	204	14	consistently	consistently	ADV
stem-6727	204	15	.	.	PUNCT
stem-6727	205	1	5	5	X
stem-6727	205	2	.	.	NUM
stem-6727	205	3	findings	finding	NOUN
stem-6727	205	4	and	and	CCONJ
stem-6727	205	5	discussion	discussion	NOUN
stem-6727	205	6	this	this	DET
stem-6727	205	7	section	section	NOUN
stem-6727	205	8	presents	present	VERB
stem-6727	205	9	the	the	DET
stem-6727	205	10	findings	finding	NOUN
stem-6727	205	11	of	of	ADP
stem-6727	205	12	a	a	DET
stem-6727	205	13	mixed	mixed	ADJ
stem-6727	205	14	-	-	PUNCT
stem-6727	205	15	methods	method	NOUN
stem-6727	205	16	approach	approach	NOUN
stem-6727	205	17	to	to	ADP
stem-6727	205	18	analyzing	analyze	VERB
stem-6727	205	19	affective	affective	ADJ
stem-6727	205	20	discourse	discourse	NOUN
stem-6727	205	21	in	in	ADP
stem-6727	205	22	social	social	ADJ
stem-6727	205	23	media	medium	NOUN
stem-6727	205	24	,	,	PUNCT
stem-6727	205	25	focusing	focus	VERB
stem-6727	205	26	on	on	ADP
stem-6727	205	27	those	those	DET
stem-6727	205	28	five	five	NUM
stem-6727	205	29	selected	select	VERB
stem-6727	205	30	samples	sample	NOUN
stem-6727	205	31	drawn	draw	VERB
stem-6727	205	32	from	from	ADP
stem-6727	205	33	the	the	DET
stem-6727	205	34	mass	mass	ADJ
stem-6727	205	35	social	social	ADJ
stem-6727	205	36	media	medium	NOUN
stem-6727	205	37	of	of	ADP
stem-6727	205	38	twitter	twitter	NOUN
stem-6727	205	39	,	,	PUNCT
stem-6727	205	40	instagram	instagram	PROPN
stem-6727	205	41	,	,	PUNCT
stem-6727	205	42	and	and	CCONJ
stem-6727	205	43	facebook	facebook	NOUN
stem-6727	205	44	.	.	PUNCT
stem-6727	206	1	the	the	DET
stem-6727	206	2	findings	finding	NOUN
stem-6727	206	3	will	will	AUX
stem-6727	206	4	be	be	AUX
stem-6727	206	5	contextualized	contextualize	VERB
stem-6727	206	6	within	within	ADP
stem-6727	206	7	the	the	DET
stem-6727	206	8	existing	exist	VERB
stem-6727	206	9	literature	literature	NOUN
stem-6727	206	10	to	to	PART
stem-6727	206	11	show	show	VERB
stem-6727	206	12	how	how	SCONJ
stem-6727	206	13	semiotic	semiotic	ADJ
stem-6727	206	14	and	and	CCONJ
stem-6727	206	15	stylistic	stylistic	ADJ
stem-6727	206	16	features	feature	NOUN
stem-6727	206	17	create	create	VERB
stem-6727	206	18	emotional	emotional	ADJ
stem-6727	206	19	expressiveness	expressiveness	NOUN
stem-6727	206	20	and	and	CCONJ
stem-6727	206	21	user	user	NOUN
stem-6727	206	22	engagement	engagement	NOUN
stem-6727	206	23	.	.	PUNCT
stem-6727	207	1	this	this	DET
stem-6727	207	2	analysis	analysis	NOUN
stem-6727	207	3	also	also	ADV
stem-6727	207	4	looks	look	VERB
stem-6727	207	5	at	at	ADP
stem-6727	207	6	the	the	DET
stem-6727	207	7	implications	implication	NOUN
stem-6727	207	8	for	for	ADP
stem-6727	207	9	our	our	PRON
stem-6727	207	10	understanding	understanding	NOUN
stem-6727	207	11	of	of	ADP
stem-6727	207	12	digital	digital	ADJ
stem-6727	207	13	communication	communication	NOUN
stem-6727	207	14	in	in	ADP
stem-6727	207	15	contemporary	contemporary	ADJ
stem-6727	207	16	social	social	ADJ
stem-6727	207	17	contexts	contexts	NOUN
stem-6727	207	18	.	.	PUNCT
stem-6727	208	1	5.1	5.1	NUM
stem-6727	208	2	.	.	PUNCT
stem-6727	208	3	findings	finding	VERB
stem-6727	208	4	key	key	ADJ
stem-6727	208	5	themes	theme	NOUN
stem-6727	208	6	in	in	ADP
stem-6727	208	7	affective	affective	ADJ
stem-6727	208	8	discourse	discourse	NOUN
stem-6727	208	9	1	1	NUM
stem-6727	208	10	.	.	PUNCT
stem-6727	208	11	display	display	NOUN
stem-6727	208	12	of	of	ADP
stem-6727	208	13	emotions	emotion	NOUN
stem-6727	208	14	through	through	ADP
stem-6727	208	15	semiotic	semiotic	ADJ
stem-6727	208	16	resources	resource	NOUN
stem-6727	208	17	it	it	PRON
stem-6727	208	18	has	have	AUX
stem-6727	208	19	been	be	AUX
stem-6727	208	20	seen	see	VERB
stem-6727	208	21	that	that	SCONJ
stem-6727	208	22	emojis	emoji	NOUN
stem-6727	208	23	,	,	PUNCT
stem-6727	208	24	images	image	NOUN
stem-6727	208	25	,	,	PUNCT
stem-6727	208	26	and	and	CCONJ
stem-6727	208	27	hashtags	hashtag	NOUN
stem-6727	208	28	are	be	AUX
stem-6727	208	29	used	use	VERB
stem-6727	208	30	to	to	PART
stem-6727	208	31	convey	convey	VERB
stem-6727	208	32	emotions	emotion	NOUN
stem-6727	208	33	.	.	PUNCT
stem-6727	209	1	in	in	ADP
stem-6727	209	2	all	all	DET
stem-6727	209	3	the	the	DET
stem-6727	209	4	five	five	NUM
stem-6727	209	5	samples	sample	NOUN
stem-6727	209	6	,	,	PUNCT
stem-6727	209	7	emojis	emoji	NOUN
stem-6727	209	8	brought	bring	VERB
stem-6727	209	9	emotional	emotional	ADJ
stem-6727	209	10	depth	depth	NOUN
stem-6727	209	11	in	in	ADP
stem-6727	209	12	the	the	DET
stem-6727	209	13	message	message	NOUN
stem-6727	209	14	and	and	CCONJ
stem-6727	209	15	made	make	VERB
stem-6727	209	16	the	the	DET
stem-6727	209	17	emotions	emotion	NOUN
stem-6727	209	18	visible	visible	ADJ
stem-6727	209	19	.	.	PUNCT
stem-6727	210	1	for	for	ADP
stem-6727	210	2	example	example	NOUN
stem-6727	210	3	,	,	PUNCT
stem-6727	210	4	in	in	ADP
stem-6727	210	5	the	the	DET
stem-6727	210	6	case	case	NOUN
stem-6727	210	7	of	of	ADP
stem-6727	210	8	the	the	DET
stem-6727	210	9	nostalgia	nostalgia	NOUN
stem-6727	210	10	tweet	tweet	NOUN
stem-6727	210	11	,	,	PUNCT
stem-6727	210	12	?	?	PUNCT
stem-6727	210	13	?	?	PUNCT
stem-6727	210	14	?	?	PUNCT
stem-6727	210	15	?	?	PUNCT
stem-6727	210	16	crying	cry	VERB
stem-6727	210	17	that	that	PRON
stem-6727	210	18	was	be	AUX
stem-6727	210	19	used	use	VERB
stem-6727	210	20	in	in	ADP
stem-6727	210	21	that	that	DET
stem-6727	210	22	tweet	tweet	NOUN
stem-6727	210	23	expressed	express	VERB
stem-6727	210	24	sorrow	sorrow	NOUN
stem-6727	210	25	and	and	CCONJ
stem-6727	210	26	longing	longing	NOUN
stem-6727	210	27	very	very	ADV
stem-6727	210	28	appropriately	appropriately	ADV
stem-6727	210	29	.	.	PUNCT
stem-6727	211	1	this	this	PRON
stem-6727	211	2	supports	support	VERB
stem-6727	211	3	findings	finding	NOUN
stem-6727	211	4	by	by	ADP
stem-6727	211	5	hu	hu	PROPN
stem-6727	211	6	et	et	PROPN
stem-6727	211	7	al	al	PROPN
stem-6727	211	8	.	.	PROPN
stem-6727	212	1	(	(	PUNCT
stem-6727	212	2	2014	2014	NUM
stem-6727	212	3	)	)	PUNCT
stem-6727	212	4	that	that	PRON
stem-6727	212	5	added	add	VERB
stem-6727	212	6	that	that	SCONJ
stem-6727	212	7	visual	visual	ADJ
stem-6727	212	8	elements	element	NOUN
stem-6727	212	9	tend	tend	VERB
stem-6727	212	10	to	to	PART
stem-6727	212	11	enhance	enhance	VERB
stem-6727	212	12	emotional	emotional	ADJ
stem-6727	212	13	expression	expression	NOUN
stem-6727	212	14	on	on	ADP
stem-6727	212	15	social	social	ADJ
stem-6727	212	16	media	medium	NOUN
stem-6727	212	17	.	.	PUNCT
stem-6727	213	1	2	2	X
stem-6727	213	2	.	.	X
stem-6727	213	3	stylistic	stylistic	ADJ
stem-6727	213	4	choices	choice	NOUN
stem-6727	213	5	amplify	amplify	VERB
stem-6727	213	6	engagement	engagement	NOUN
stem-6727	213	7	stylistic	stylistic	ADJ
stem-6727	213	8	features	feature	NOUN
stem-6727	213	9	such	such	ADJ
stem-6727	213	10	as	as	ADP
stem-6727	213	11	tone	tone	NOUN
stem-6727	213	12	,	,	PUNCT
stem-6727	213	13	language	language	NOUN
stem-6727	213	14	,	,	PUNCT
stem-6727	213	15	and	and	CCONJ
stem-6727	213	16	narrative	narrative	NOUN
stem-6727	213	17	structure	structure	NOUN
stem-6727	213	18	played	play	VERB
stem-6727	213	19	an	an	DET
stem-6727	213	20	important	important	ADJ
stem-6727	213	21	role	role	NOUN
stem-6727	213	22	in	in	ADP
stem-6727	213	23	user	user	NOUN
stem-6727	213	24	engagement	engagement	NOUN
stem-6727	213	25	.	.	PUNCT
stem-6727	214	1	indeed	indeed	ADV
stem-6727	214	2	,	,	PUNCT
stem-6727	214	3	most	most	ADV
stem-6727	214	4	informal	informal	ADJ
stem-6727	214	5	and	and	CCONJ
stem-6727	214	6	conversationlike	conversationlike	ADJ
stem-6727	214	7	tone	tone	NOUN
stem-6727	214	8	posts	post	NOUN
stem-6727	214	9	were	be	AUX
stem-6727	214	10	observed	observe	VERB
stem-6727	214	11	from	from	ADP
stem-6727	214	12	samples	sample	NOUN
stem-6727	214	13	on	on	ADP
stem-6727	214	14	facebook	facebook	NOUN
stem-6727	214	15	and	and	CCONJ
stem-6727	214	16	twitter	twitter	NOUN
stem-6727	214	17	to	to	PART
stem-6727	214	18	generate	generate	VERB
stem-6727	214	19	a	a	DET
stem-6727	214	20	high	high	ADJ
stem-6727	214	21	level	level	NOUN
stem-6727	214	22	of	of	ADP
stem-6727	214	23	engagement	engagement	NOUN
stem-6727	214	24	.	.	PUNCT
stem-6727	215	1	this	this	PRON
stem-6727	215	2	agrees	agree	VERB
stem-6727	215	3	with	with	ADP
stem-6727	215	4	o'connor	o'connor	PROPN
stem-6727	215	5	et	et	PROPN
stem-6727	215	6	al	al	PROPN
stem-6727	215	7	.	.	PROPN
stem-6727	216	1	(	(	PUNCT
stem-6727	216	2	2017	2017	NUM
stem-6727	216	3	)	)	PUNCT
stem-6727	216	4	when	when	SCONJ
stem-6727	216	5	they	they	PRON
stem-6727	216	6	showed	show	VERB
stem-6727	216	7	that	that	SCONJ
stem-6727	216	8	the	the	DET
stem-6727	216	9	use	use	NOUN
stem-6727	216	10	of	of	ADP
stem-6727	216	11	relatable	relatable	ADJ
stem-6727	216	12	language	language	NOUN
stem-6727	216	13	creates	create	VERB
stem-6727	216	14	intimacy	intimacy	NOUN
stem-6727	216	15	and	and	CCONJ
stem-6727	216	16	connectedness	connectedness	NOUN
stem-6727	216	17	among	among	ADP
stem-6727	216	18	users	user	NOUN
stem-6727	216	19	.	.	PUNCT
stem-6727	217	1	besides	besides	SCONJ
stem-6727	217	2	that	that	PRON
stem-6727	217	3	,	,	PUNCT
stem-6727	217	4	rhetorical	rhetorical	ADJ
stem-6727	217	5	questions	question	NOUN
stem-6727	217	6	included	include	VERB
stem-6727	217	7	-	-	PUNCT
stem-6727	217	8	as	as	SCONJ
stem-6727	217	9	was	be	AUX
stem-6727	217	10	the	the	DET
stem-6727	217	11	case	case	NOUN
stem-6727	217	12	with	with	ADP
stem-6727	217	13	the	the	DET
stem-6727	217	14	instagram	instagram	PROPN
stem-6727	217	15	post	post	NOUN
stem-6727	217	16	dedicated	dedicate	VERB
stem-6727	217	17	to	to	ADP
stem-6727	217	18	summer	summer	NOUN
stem-6727	217	19	-	-	PUNCT
stem-6727	217	20	invited	invite	VERB
stem-6727	217	21	direct	direct	ADJ
stem-6727	217	22	engagement	engagement	NOUN
stem-6727	217	23	by	by	ADP
stem-6727	217	24	creating	create	VERB
stem-6727	217	25	some	some	DET
stem-6727	217	26	feeling	feeling	NOUN
stem-6727	217	27	of	of	ADP
stem-6727	217	28	community	community	NOUN
stem-6727	217	29	among	among	ADP
stem-6727	217	30	followers	follower	NOUN
stem-6727	217	31	.	.	PUNCT
stem-6727	218	1	3	3	X
stem-6727	218	2	.	.	X
stem-6727	218	3	the	the	DET
stem-6727	218	4	role	role	NOUN
stem-6727	218	5	of	of	ADP
stem-6727	218	6	positive	positive	ADJ
stem-6727	218	7	framing	frame	VERB
stem-6727	218	8	posts	post	NOUN
stem-6727	218	9	that	that	PRON
stem-6727	218	10	concluded	conclude	VERB
stem-6727	218	11	with	with	ADP
stem-6727	218	12	a	a	DET
stem-6727	218	13	positive	positive	ADJ
stem-6727	218	14	sentiment	sentiment	NOUN
stem-6727	218	15	or	or	CCONJ
stem-6727	218	16	gratitude	gratitude	NOUN
stem-6727	218	17	usually	usually	ADV
stem-6727	218	18	did	do	VERB
stem-6727	218	19	much	much	ADV
stem-6727	218	20	better	well	ADJ
stem-6727	218	21	than	than	ADP
stem-6727	218	22	those	those	DET
stem-6727	218	23	posts	post	NOUN
stem-6727	218	24	that	that	PRON
stem-6727	218	25	focused	focus	VERB
stem-6727	218	26	on	on	ADP
stem-6727	218	27	negative	negative	ADJ
stem-6727	218	28	experiences	experience	NOUN
stem-6727	218	29	.	.	PUNCT
stem-6727	219	1	the	the	DET
stem-6727	219	2	example	example	NOUN
stem-6727	219	3	on	on	ADP
stem-6727	219	4	facebook	facebook	PROPN
stem-6727	219	5	where	where	SCONJ
stem-6727	219	6	i	i	PRON
stem-6727	219	7	thanked	thank	VERB
stem-6727	219	8	friends	friend	NOUN
stem-6727	219	9	for	for	ADP
stem-6727	219	10	making	make	VERB
stem-6727	219	11	the	the	DET
stem-6727	219	12	day	day	NOUN
stem-6727	219	13	easier	easy	ADJ
stem-6727	219	14	after	after	SCONJ
stem-6727	219	15	it	it	PRON
stem-6727	219	16	had	have	AUX
stem-6727	219	17	been	be	AUX
stem-6727	219	18	really	really	ADV
stem-6727	219	19	crappy	crappy	ADJ
stem-6727	219	20	shows	show	VERB
stem-6727	219	21	that	that	SCONJ
stem-6727	219	22	positive	positive	ADJ
stem-6727	219	23	framing	framing	NOUN
stem-6727	219	24	really	really	ADV
stem-6727	219	25	enables	enable	VERB
stem-6727	219	26	interaction	interaction	NOUN
stem-6727	219	27	efficiently	efficiently	ADV
stem-6727	219	28	.	.	PUNCT
stem-6727	220	1	this	this	DET
stem-6727	220	2	observation	observation	NOUN
stem-6727	220	3	harmonizes	harmonize	VERB
stem-6727	220	4	with	with	ADP
stem-6727	220	5	preceding	precede	VERB
stem-6727	220	6	studies	study	NOUN
stem-6727	220	7	,	,	PUNCT
stem-6727	220	8	which	which	PRON
stem-6727	220	9	have	have	AUX
stem-6727	220	10	shown	show	VERB
stem-6727	220	11	that	that	SCONJ
stem-6727	220	12	positive	positive	ADJ
stem-6727	220	13	emotional	emotional	ADJ
stem-6727	220	14	expressions	expression	NOUN
stem-6727	220	15	resonate	resonate	VERB
stem-6727	220	16	more	more	ADV
stem-6727	220	17	easily	easily	ADV
stem-6727	220	18	with	with	SCONJ
stem-6727	220	19	audiences	audience	NOUN
stem-6727	220	20	to	to	PART
stem-6727	220	21	enable	enable	VERB
stem-6727	220	22	interaction	interaction	NOUN
stem-6727	220	23	easily	easily	ADV
stem-6727	220	24	(	(	PUNCT
stem-6727	220	25	daskalovska	daskalovska	PROPN
stem-6727	220	26	et	et	PROPN
stem-6727	220	27	al	al	PROPN
stem-6727	220	28	.	.	PROPN
stem-6727	220	29	,	,	PUNCT
stem-6727	220	30	2019	2019	NUM
stem-6727	220	31	)	)	PUNCT
stem-6727	220	32	.	.	PUNCT
stem-6727	221	1	4	4	X
stem-6727	221	2	.	.	X
stem-6727	221	3	platform	platform	NOUN
stem-6727	221	4	-	-	PUNCT
stem-6727	221	5	specific	specific	ADJ
stem-6727	221	6	differences	difference	NOUN
stem-6727	221	7	:	:	PUNCT
stem-6727	221	8	the	the	DET
stem-6727	221	9	results	result	NOUN
stem-6727	221	10	show	show	VERB
stem-6727	221	11	cross	cross	ADJ
stem-6727	221	12	-	-	ADJ
stem-6727	221	13	platform	platform	ADJ
stem-6727	221	14	differentials	differential	NOUN
stem-6727	221	15	in	in	ADP
stem-6727	221	16	affective	affective	ADJ
stem-6727	221	17	discourse	discourse	NOUN
stem-6727	221	18	.	.	PUNCT
stem-6727	222	1	instagram	instagram	PROPN
stem-6727	222	2	posts	post	NOUN
stem-6727	222	3	appeared	appear	VERB
stem-6727	222	4	to	to	PART
stem-6727	222	5	merge	merge	VERB
stem-6727	222	6	visual	visual	ADJ
stem-6727	222	7	aesthetic	aesthetic	ADJ
stem-6727	222	8	and	and	CCONJ
stem-6727	222	9	emotional	emotional	ADJ
stem-6727	222	10	content	content	NOUN
stem-6727	222	11	,	,	PUNCT
stem-6727	222	12	whereas	whereas	SCONJ
stem-6727	222	13	twitter	twitter	NOUN
stem-6727	222	14	's	's	PART
stem-6727	222	15	character	character	NOUN
stem-6727	222	16	limit	limit	NOUN
stem-6727	222	17	serves	serve	VERB
stem-6727	222	18	to	to	PART
stem-6727	222	19	confine	confine	VERB
stem-6727	222	20	expressiveness	expressiveness	NOUN
stem-6727	222	21	and	and	CCONJ
stem-6727	222	22	immediacy	immediacy	NOUN
stem-6727	222	23	of	of	ADP
stem-6727	222	24	the	the	DET
stem-6727	222	25	expression	expression	NOUN
stem-6727	222	26	.	.	PUNCT
stem-6727	223	1	on	on	ADP
stem-6727	223	2	facebook	facebook	PROPN
stem-6727	223	3	,	,	PUNCT
stem-6727	223	4	longer	long	ADV
stem-6727	223	5	storytelling	storytelle	VERB
stem-6727	223	6	allowed	allow	VERB
stem-6727	223	7	,	,	PUNCT
stem-6727	223	8	with	with	ADP
stem-6727	223	9	text	text	NOUN
stem-6727	223	10	accompanied	accompany	VERB
stem-6727	223	11	by	by	ADP
stem-6727	223	12	multimedia	multimedia	NOUN
stem-6727	223	13	.	.	PUNCT
stem-6727	224	1	this	this	PRON
stem-6727	224	2	reflects	reflect	VERB
stem-6727	224	3	kress	kress	PROPN
stem-6727	224	4	and	and	CCONJ
stem-6727	224	5	van	van	PROPN
stem-6727	224	6	leeuwen	leeuwen	PROPN
stem-6727	224	7	's	's	PART
stem-6727	224	8	framework	framework	NOUN
stem-6727	224	9	(	(	PUNCT
stem-6727	224	10	2006	2006	NUM
stem-6727	224	11	)	)	PUNCT
stem-6727	224	12	on	on	ADP
stem-6727	224	13	multimodality	multimodality	NOUN
stem-6727	224	14	,	,	PUNCT
stem-6727	224	15	which	which	PRON
stem-6727	224	16	shows	show	VERB
stem-6727	224	17	that	that	SCONJ
stem-6727	224	18	different	different	ADJ
stem-6727	224	19	platforms	platform	NOUN
stem-6727	224	20	correspond	correspond	VERB
stem-6727	224	21	to	to	ADP
stem-6727	224	22	variances	variance	NOUN
stem-6727	224	23	in	in	ADP
stem-6727	224	24	communicative	communicative	ADJ
stem-6727	224	25	practice	practice	NOUN
stem-6727	224	26	.	.	PUNCT
stem-6727	225	1	quantitative	quantitative	ADJ
stem-6727	225	2	insights	insight	NOUN
stem-6727	225	3	quantitative	quantitative	ADJ
stem-6727	225	4	analysis	analysis	NOUN
stem-6727	225	5	indeed	indeed	ADV
stem-6727	225	6	demonstrated	demonstrate	VERB
stem-6727	225	7	that	that	SCONJ
stem-6727	225	8	the	the	DET
stem-6727	225	9	use	use	NOUN
stem-6727	225	10	of	of	ADP
stem-6727	225	11	semiotic	semiotic	ADJ
stem-6727	225	12	resources	resource	NOUN
stem-6727	225	13	correlated	correlate	VERB
stem-6727	225	14	with	with	ADP
stem-6727	225	15	engagement	engagement	NOUN
stem-6727	225	16	metrics	metric	NOUN
stem-6727	225	17	.	.	PUNCT
stem-6727	226	1	for	for	ADP
stem-6727	226	2	example	example	NOUN
stem-6727	226	3	,	,	PUNCT
stem-6727	226	4	posts	post	NOUN
stem-6727	226	5	with	with	ADP
stem-6727	226	6	emojis	emoji	NOUN
stem-6727	226	7	were	be	AUX
stem-6727	226	8	positively	positively	ADV
stem-6727	226	9	correlated	correlate	VERB
stem-6727	226	10	with	with	ADP
stem-6727	226	11	likes	like	NOUN
stem-6727	226	12	and	and	CCONJ
stem-6727	226	13	shares	share	NOUN
stem-6727	226	14	;	;	PUNCT
stem-6727	226	15	that	that	PRON
stem-6727	226	16	is	be	AUX
stem-6727	226	17	,	,	PUNCT
stem-6727	226	18	visual	visual	ADJ
stem-6727	226	19	elements	element	NOUN
stem-6727	226	20	increase	increase	VERB
stem-6727	226	21	emotional	emotional	ADJ
stem-6727	226	22	resonance	resonance	NOUN
stem-6727	226	23	.	.	PUNCT
stem-6727	227	1	posts	post	NOUN
stem-6727	227	2	including	include	VERB
stem-6727	227	3	emotional	emotional	ADJ
stem-6727	227	4	hashtags	hashtag	NOUN
stem-6727	227	5	,	,	PUNCT
stem-6727	227	6	such	such	ADJ
stem-6727	227	7	as	as	ADP
stem-6727	227	8	#	#	NOUN
stem-6727	227	9	nostalgia	nostalgia	NOUN
stem-6727	227	10	and	and	CCONJ
stem-6727	227	11	#	#	SYM
stem-6727	227	12	grateful	grateful	ADJ
stem-6727	227	13	,	,	PUNCT
stem-6727	227	14	for	for	ADP
stem-6727	227	15	example	example	NOUN
stem-6727	227	16	,	,	PUNCT
stem-6727	227	17	received	receive	VERB
stem-6727	227	18	greater	great	ADJ
stem-6727	227	19	levels	level	NOUN
stem-6727	227	20	of	of	ADP
stem-6727	227	21	engagement	engagement	NOUN
stem-6727	227	22	compared	compare	VERB
stem-6727	227	23	to	to	ADP
stem-6727	227	24	those	those	PRON
stem-6727	227	25	without	without	ADP
stem-6727	227	26	.	.	PUNCT
stem-6727	228	1	this	this	PRON
stem-6727	228	2	implies	imply	VERB
stem-6727	228	3	a	a	DET
stem-6727	228	4	greater	great	ADJ
stem-6727	228	5	likelihood	likelihood	NOUN
stem-6727	228	6	of	of	ADP
stem-6727	228	7	the	the	DET
stem-6727	228	8	users	user	NOUN
stem-6727	228	9	interacting	interact	VERB
stem-6727	228	10	with	with	ADP
stem-6727	228	11	the	the	DET
stem-6727	228	12	content	content	NOUN
stem-6727	228	13	that	that	PRON
stem-6727	228	14	best	well	ADV
stem-6727	228	15	describes	describe	VERB
stem-6727	228	16	344	344	NUM
stem-6727	228	17	american	american	ADJ
stem-6727	228	18	journal	journal	PROPN
stem-6727	228	19	of	of	ADP
stem-6727	228	20	language	language	NOUN
stem-6727	228	21	,	,	PUNCT
stem-6727	228	22	literacy	literacy	NOUN
stem-6727	228	23	and	and	CCONJ
stem-6727	228	24	learning	learn	VERB
stem-6727	228	25	in	in	ADP
stem-6727	228	26	stem	stem	NOUN
stem-6727	228	27	education	education	NOUN
stem-6727	228	28	www	www	PROPN
stem-6727	228	29	.	.	PUNCT
stem-6727	229	1	grnjournal.us	grnjournal.us	X
stem-6727	229	2	their	their	PRON
stem-6727	229	3	mood	mood	NOUN
stem-6727	229	4	,	,	PUNCT
stem-6727	229	5	an	an	DET
stem-6727	229	6	argument	argument	NOUN
stem-6727	229	7	that	that	PRON
stem-6727	229	8	is	be	AUX
stem-6727	229	9	not	not	PART
stem-6727	229	10	hard	hard	ADJ
stem-6727	229	11	to	to	PART
stem-6727	229	12	justify	justify	VERB
stem-6727	229	13	by	by	ADP
stem-6727	229	14	the	the	DET
stem-6727	229	15	concept	concept	NOUN
stem-6727	229	16	of	of	ADP
stem-6727	229	17	emotional	emotional	ADJ
stem-6727	229	18	contagion	contagion	NOUN
stem-6727	229	19	in	in	ADP
stem-6727	229	20	digital	digital	ADJ
stem-6727	229	21	communication	communication	NOUN
stem-6727	229	22	(	(	PUNCT
stem-6727	229	23	hsu	hsu	PROPN
stem-6727	229	24	et	et	PROPN
stem-6727	229	25	al	al	PROPN
stem-6727	229	26	.	.	PROPN
stem-6727	229	27	,	,	PUNCT
stem-6727	229	28	2019	2019	NUM
stem-6727	229	29	)	)	PUNCT
stem-6727	229	30	.	.	PUNCT
stem-6727	230	1	5.2	5.2	NUM
stem-6727	230	2	.	.	PUNCT
stem-6727	231	1	discussion	discussion	NOUN
stem-6727	231	2	implications	implication	NOUN
stem-6727	231	3	for	for	ADP
stem-6727	231	4	understanding	understand	VERB
stem-6727	231	5	affective	affective	ADJ
stem-6727	231	6	discourse	discourse	NOUN
stem-6727	231	7	the	the	DET
stem-6727	231	8	results	result	NOUN
stem-6727	231	9	highlight	highlight	VERB
stem-6727	231	10	how	how	SCONJ
stem-6727	231	11	emotional	emotional	ADJ
stem-6727	231	12	talk	talk	NOUN
stem-6727	231	13	in	in	ADP
stem-6727	231	14	social	social	ADJ
stem-6727	231	15	media	medium	NOUN
stem-6727	231	16	is	be	AUX
stem-6727	231	17	complex	complex	ADJ
stem-6727	231	18	;	;	PUNCT
stem-6727	231	19	it	it	PRON
stem-6727	231	20	points	point	VERB
stem-6727	231	21	out	out	ADP
stem-6727	231	22	how	how	SCONJ
stem-6727	231	23	semiotic	semiotic	ADJ
stem-6727	231	24	and	and	CCONJ
stem-6727	231	25	stylistic	stylistic	ADJ
stem-6727	231	26	features	feature	NOUN
stem-6727	231	27	combine	combine	VERB
stem-6727	231	28	in	in	ADP
stem-6727	231	29	the	the	DET
stem-6727	231	30	navigation	navigation	NOUN
stem-6727	231	31	of	of	ADP
stem-6727	231	32	emotional	emotional	ADJ
stem-6727	231	33	expression	expression	NOUN
stem-6727	231	34	.	.	PUNCT
stem-6727	232	1	a	a	DET
stem-6727	232	2	number	number	NOUN
stem-6727	232	3	of	of	ADP
stem-6727	232	4	implications	implication	NOUN
stem-6727	232	5	follow	follow	VERB
stem-6727	232	6	from	from	ADP
stem-6727	232	7	this	this	PRON
stem-6727	232	8	with	with	ADP
stem-6727	232	9	regard	regard	NOUN
stem-6727	232	10	to	to	ADP
stem-6727	232	11	the	the	DET
stem-6727	232	12	understanding	understanding	NOUN
stem-6727	232	13	of	of	ADP
stem-6727	232	14	digital	digital	ADJ
stem-6727	232	15	communication	communication	NOUN
stem-6727	232	16	:	:	PUNCT
stem-6727	232	17	1	1	X
stem-6727	232	18	.	.	X
stem-6727	232	19	improved	improve	VERB
stem-6727	232	20	emotional	emotional	ADJ
stem-6727	232	21	contact	contact	NOUN
stem-6727	232	22	the	the	DET
stem-6727	232	23	semiotic	semiotic	ADJ
stem-6727	232	24	resources	resource	NOUN
stem-6727	232	25	,	,	PUNCT
stem-6727	232	26	including	include	VERB
stem-6727	232	27	emojis	emoji	NOUN
stem-6727	232	28	and	and	CCONJ
stem-6727	232	29	images	image	NOUN
stem-6727	232	30	,	,	PUNCT
stem-6727	232	31	develop	develop	VERB
stem-6727	232	32	emotional	emotional	ADJ
stem-6727	232	33	contact	contact	NOUN
stem-6727	232	34	between	between	ADP
stem-6727	232	35	users	user	NOUN
stem-6727	232	36	on	on	ADP
stem-6727	232	37	a	a	DET
stem-6727	232	38	large	large	ADJ
stem-6727	232	39	scale	scale	NOUN
stem-6727	232	40	.	.	PUNCT
stem-6727	233	1	these	these	PRON
stem-6727	233	2	features	feature	VERB
stem-6727	233	3	present	present	ADJ
stem-6727	233	4	visual	visual	ADJ
stem-6727	233	5	cues	cue	NOUN
stem-6727	233	6	that	that	PRON
stem-6727	233	7	complement	complement	VERB
stem-6727	233	8	the	the	DET
stem-6727	233	9	verbal	verbal	ADJ
stem-6727	233	10	texts	text	NOUN
stem-6727	233	11	,	,	PUNCT
stem-6727	233	12	therefore	therefore	ADV
stem-6727	233	13	enriching	enrich	VERB
stem-6727	233	14	the	the	DET
stem-6727	233	15	overall	overall	ADJ
stem-6727	233	16	communicational	communicational	ADJ
stem-6727	233	17	experience	experience	NOUN
stem-6727	233	18	.	.	PUNCT
stem-6727	234	1	such	such	ADJ
stem-6727	234	2	is	be	AUX
stem-6727	234	3	the	the	DET
stem-6727	234	4	development	development	NOUN
stem-6727	234	5	of	of	ADP
stem-6727	234	6	the	the	DET
stem-6727	234	7	concept	concept	NOUN
stem-6727	234	8	of	of	ADP
stem-6727	234	9	digital	digital	ADJ
stem-6727	234	10	communication	communication	NOUN
stem-6727	234	11	being	be	AUX
stem-6727	234	12	inherently	inherently	ADV
stem-6727	234	13	multimodal	multimodal	ADJ
stem-6727	234	14	since	since	SCONJ
stem-6727	234	15	different	different	ADJ
stem-6727	234	16	modes	mode	NOUN
stem-6727	234	17	collaborate	collaborate	VERB
stem-6727	234	18	in	in	ADP
stem-6727	234	19	order	order	NOUN
stem-6727	234	20	to	to	PART
stem-6727	234	21	construct	construct	VERB
stem-6727	234	22	meaning	meaning	NOUN
stem-6727	234	23	(	(	PUNCT
stem-6727	234	24	kress	kress	PROPN
stem-6727	234	25	,	,	PUNCT
stem-6727	234	26	2010	2010	NUM
stem-6727	234	27	)	)	PUNCT
stem-6727	234	28	.	.	PUNCT
stem-6727	235	1	2	2	X
stem-6727	235	2	.	.	X
stem-6727	235	3	community	community	NOUN
stem-6727	235	4	building	building	NOUN
stem-6727	235	5	and	and	CCONJ
stem-6727	235	6	support	support	VERB
stem-6727	235	7	the	the	DET
stem-6727	235	8	findings	finding	NOUN
stem-6727	235	9	have	have	AUX
stem-6727	235	10	just	just	ADV
stem-6727	235	11	demonstrated	demonstrate	VERB
stem-6727	235	12	how	how	SCONJ
stem-6727	235	13	emotional	emotional	ADJ
stem-6727	235	14	expressions	expression	NOUN
stem-6727	235	15	on	on	ADP
stem-6727	235	16	social	social	ADJ
stem-6727	235	17	media	medium	NOUN
stem-6727	235	18	can	can	AUX
stem-6727	235	19	create	create	VERB
stem-6727	235	20	a	a	DET
stem-6727	235	21	sense	sense	NOUN
stem-6727	235	22	of	of	ADP
stem-6727	235	23	community	community	NOUN
stem-6727	235	24	and	and	CCONJ
stem-6727	235	25	support	support	NOUN
stem-6727	235	26	.	.	PUNCT
stem-6727	236	1	users	user	NOUN
stem-6727	236	2	who	who	PRON
stem-6727	236	3	share	share	VERB
stem-6727	236	4	their	their	PRON
stem-6727	236	5	struggles	struggle	NOUN
stem-6727	236	6	or	or	CCONJ
stem-6727	236	7	joys	joy	NOUN
stem-6727	236	8	are	be	AUX
stem-6727	236	9	likely	likely	ADJ
stem-6727	236	10	to	to	PART
stem-6727	236	11	be	be	AUX
stem-6727	236	12	validated	validate	VERB
stem-6727	236	13	and	and	CCONJ
stem-6727	236	14	encouraged	encourage	VERB
stem-6727	236	15	by	by	ADP
stem-6727	236	16	networks	network	NOUN
stem-6727	236	17	.	.	PUNCT
stem-6727	237	1	qualitative	qualitative	ADJ
stem-6727	237	2	analysis	analysis	NOUN
stem-6727	237	3	showed	show	VERB
stem-6727	237	4	posts	post	NOUN
stem-6727	237	5	that	that	PRON
stem-6727	237	6	displayed	display	VERB
stem-6727	237	7	vulnerability	vulnerability	NOUN
stem-6727	237	8	often	often	ADV
stem-6727	237	9	elicited	elicit	VERB
stem-6727	237	10	supportive	supportive	ADJ
stem-6727	237	11	responses	response	NOUN
stem-6727	237	12	,	,	PUNCT
stem-6727	237	13	thereby	thereby	ADV
stem-6727	237	14	creating	create	VERB
stem-6727	237	15	social	social	ADJ
stem-6727	237	16	bonding	bonding	NOUN
stem-6727	237	17	.	.	PUNCT
stem-6727	238	1	this	this	PRON
stem-6727	238	2	therefore	therefore	ADV
stem-6727	238	3	shows	show	VERB
stem-6727	238	4	the	the	DET
stem-6727	238	5	role	role	NOUN
stem-6727	238	6	of	of	ADP
stem-6727	238	7	social	social	ADJ
stem-6727	238	8	media	medium	NOUN
stem-6727	238	9	in	in	ADP
stem-6727	238	10	emotional	emotional	ADJ
stem-6727	238	11	exchange	exchange	NOUN
stem-6727	238	12	,	,	PUNCT
stem-6727	238	13	by	by	ADP
stem-6727	238	14	which	which	PRON
stem-6727	238	15	one	one	NOUN
stem-6727	238	16	seeks	seek	VERB
stem-6727	238	17	and	and	CCONJ
stem-6727	238	18	offers	offer	VERB
stem-6727	238	19	support	support	NOUN
stem-6727	238	20	in	in	ADP
stem-6727	238	21	cases	case	NOUN
stem-6727	238	22	of	of	ADP
stem-6727	238	23	dire	dire	ADJ
stem-6727	238	24	need	need	NOUN
stem-6727	238	25	(	(	PUNCT
stem-6727	238	26	hsu	hsu	PROPN
stem-6727	238	27	et	et	PROPN
stem-6727	238	28	al	al	PROPN
stem-6727	238	29	.	.	PROPN
stem-6727	238	30	,	,	PUNCT
stem-6727	238	31	2019	2019	NUM
stem-6727	238	32	)	)	PUNCT
stem-6727	238	33	.	.	PUNCT
stem-6727	239	1	3	3	X
stem-6727	239	2	.	.	X
stem-6727	239	3	influence	influence	NOUN
stem-6727	239	4	of	of	ADP
stem-6727	239	5	positive	positive	ADJ
stem-6727	239	6	framing	framing	NOUN
stem-6727	239	7	on	on	ADP
stem-6727	239	8	engagement	engagement	NOUN
stem-6727	239	9	the	the	DET
stem-6727	239	10	fact	fact	NOUN
stem-6727	239	11	that	that	SCONJ
stem-6727	239	12	positive	positive	ADJ
stem-6727	239	13	framing	framing	NOUN
stem-6727	239	14	tends	tend	VERB
stem-6727	239	15	to	to	PART
stem-6727	239	16	drive	drive	VERB
stem-6727	239	17	higher	high	ADJ
stem-6727	239	18	engagement	engagement	NOUN
stem-6727	239	19	suggests	suggest	VERB
stem-6727	239	20	that	that	SCONJ
stem-6727	239	21	users	user	NOUN
stem-6727	239	22	will	will	AUX
stem-6727	239	23	orient	orient	VERB
stem-6727	239	24	toward	toward	ADP
stem-6727	239	25	uplifting	uplift	VERB
stem-6727	239	26	content	content	NOUN
stem-6727	239	27	.	.	PUNCT
stem-6727	240	1	this	this	PRON
stem-6727	240	2	portends	portend	VERB
stem-6727	240	3	for	for	ADP
stem-6727	240	4	content	content	NOUN
stem-6727	240	5	creators	creator	NOUN
stem-6727	240	6	/	/	SYM
stem-6727	240	7	marketers	marketer	NOUN
stem-6727	240	8	who	who	PRON
stem-6727	240	9	want	want	VERB
stem-6727	240	10	to	to	PART
stem-6727	240	11	engage	engage	VERB
stem-6727	240	12	an	an	DET
stem-6727	240	13	audience	audience	NOUN
stem-6727	240	14	:	:	PUNCT
stem-6727	240	15	the	the	DET
stem-6727	240	16	positive	positive	ADJ
stem-6727	240	17	emotional	emotional	ADJ
stem-6727	240	18	narratives	narrative	NOUN
stem-6727	240	19	will	will	AUX
stem-6727	240	20	be	be	AUX
stem-6727	240	21	able	able	ADJ
stem-6727	240	22	to	to	PART
stem-6727	240	23	create	create	VERB
stem-6727	240	24	greater	great	ADJ
stem-6727	240	25	contact	contact	NOUN
stem-6727	240	26	and	and	CCONJ
stem-6727	240	27	a	a	DET
stem-6727	240	28	loyal	loyal	ADJ
stem-6727	240	29	following	following	NOUN
stem-6727	240	30	.	.	PUNCT
stem-6727	241	1	this	this	PRON
stem-6727	241	2	reflects	reflect	VERB
stem-6727	241	3	positivity	positivity	NOUN
stem-6727	241	4	bias	bias	NOUN
stem-6727	241	5	as	as	ADP
stem-6727	241	6	a	a	DET
stem-6727	241	7	concept	concept	NOUN
stem-6727	241	8	whereby	whereby	SCONJ
stem-6727	241	9	individuals	individual	NOUN
stem-6727	241	10	exhibit	exhibit	VERB
stem-6727	241	11	preferential	preferential	ADJ
stem-6727	241	12	engagement	engagement	NOUN
stem-6727	241	13	with	with	ADP
stem-6727	241	14	positive	positive	ADJ
stem-6727	241	15	content	content	NOUN
stem-6727	241	16	(	(	PUNCT
stem-6727	241	17	daskalovska	daskalovska	PROPN
stem-6727	241	18	et	et	PROPN
stem-6727	241	19	al	al	PROPN
stem-6727	241	20	.	.	PROPN
stem-6727	241	21	,	,	PUNCT
stem-6727	241	22	2019	2019	NUM
stem-6727	241	23	)	)	PUNCT
stem-6727	241	24	.	.	PUNCT
stem-6727	242	1	5.3	5.3	NUM
stem-6727	242	2	.	.	PUNCT
stem-6727	242	3	limitations	limitation	NOUN
stem-6727	242	4	and	and	CCONJ
stem-6727	242	5	future	future	ADJ
stem-6727	242	6	research	research	NOUN
stem-6727	242	7	while	while	SCONJ
stem-6727	242	8	the	the	DET
stem-6727	242	9	study	study	NOUN
stem-6727	242	10	provides	provide	VERB
stem-6727	242	11	good	good	ADJ
stem-6727	242	12	insight	insight	NOUN
stem-6727	242	13	into	into	ADP
stem-6727	242	14	the	the	DET
stem-6727	242	15	affective	affective	ADJ
stem-6727	242	16	discourse	discourse	NOUN
stem-6727	242	17	,	,	PUNCT
stem-6727	242	18	a	a	DET
stem-6727	242	19	number	number	NOUN
stem-6727	242	20	of	of	ADP
stem-6727	242	21	limitations	limitation	NOUN
stem-6727	242	22	need	need	VERB
stem-6727	242	23	to	to	PART
stem-6727	242	24	be	be	AUX
stem-6727	242	25	considered	consider	VERB
stem-6727	242	26	.	.	PUNCT
stem-6727	243	1	first	first	ADV
stem-6727	243	2	,	,	PUNCT
stem-6727	243	3	the	the	DET
stem-6727	243	4	reliance	reliance	NOUN
stem-6727	243	5	on	on	ADP
stem-6727	243	6	publicly	publicly	ADV
stem-6727	243	7	available	available	ADJ
stem-6727	243	8	posts	post	NOUN
stem-6727	243	9	may	may	AUX
stem-6727	243	10	introduce	introduce	VERB
stem-6727	243	11	a	a	DET
stem-6727	243	12	bias	bias	NOUN
stem-6727	243	13	in	in	ADP
stem-6727	243	14	users	user	NOUN
stem-6727	243	15	who	who	PRON
stem-6727	243	16	share	share	VERB
stem-6727	243	17	emotional	emotional	ADJ
stem-6727	243	18	content	content	NOUN
stem-6727	243	19	being	be	AUX
stem-6727	243	20	different	different	ADJ
stem-6727	243	21	from	from	ADP
stem-6727	243	22	those	those	PRON
stem-6727	243	23	who	who	PRON
stem-6727	243	24	do	do	VERB
stem-6727	243	25	not	not	PART
stem-6727	243	26	.	.	PUNCT
stem-6727	244	1	further	further	ADJ
stem-6727	244	2	research	research	NOUN
stem-6727	244	3	in	in	ADP
stem-6727	244	4	this	this	DET
stem-6727	244	5	respect	respect	NOUN
stem-6727	244	6	can	can	AUX
stem-6727	244	7	examine	examine	VERB
stem-6727	244	8	motivations	motivation	NOUN
stem-6727	244	9	for	for	ADP
stem-6727	244	10	sharing	share	VERB
stem-6727	244	11	emotional	emotional	ADJ
stem-6727	244	12	content	content	NOUN
stem-6727	244	13	to	to	PART
stem-6727	244	14	gain	gain	VERB
stem-6727	244	15	a	a	DET
stem-6727	244	16	deeper	deep	ADJ
stem-6727	244	17	understanding	understanding	NOUN
stem-6727	244	18	of	of	ADP
stem-6727	244	19	user	user	NOUN
stem-6727	244	20	behavior	behavior	NOUN
stem-6727	244	21	.	.	PUNCT
stem-6727	245	1	for	for	ADP
stem-6727	245	2	instance	instance	NOUN
stem-6727	245	3	,	,	PUNCT
stem-6727	245	4	the	the	DET
stem-6727	245	5	study	study	NOUN
stem-6727	245	6	involved	involve	VERB
stem-6727	245	7	only	only	ADV
stem-6727	245	8	a	a	DET
stem-6727	245	9	limited	limited	ADJ
stem-6727	245	10	number	number	NOUN
stem-6727	245	11	of	of	ADP
stem-6727	245	12	social	social	ADJ
stem-6727	245	13	media	medium	NOUN
stem-6727	245	14	platforms	platform	NOUN
stem-6727	245	15	.	.	PUNCT
stem-6727	246	1	this	this	DET
stem-6727	246	2	analysis	analysis	NOUN
stem-6727	246	3	could	could	AUX
stem-6727	246	4	be	be	AUX
stem-6727	246	5	applied	apply	VERB
stem-6727	246	6	to	to	ADP
stem-6727	246	7	emergent	emergent	NOUN
stem-6727	246	8	platforms	platform	NOUN
stem-6727	246	9	,	,	PUNCT
stem-6727	246	10	such	such	ADJ
stem-6727	246	11	as	as	ADP
stem-6727	246	12	tiktok	tiktok	NOUN
stem-6727	246	13	or	or	CCONJ
stem-6727	246	14	snapchat	snapchat	PROPN
stem-6727	246	15	,	,	PUNCT
stem-6727	246	16	in	in	ADP
stem-6727	246	17	order	order	NOUN
stem-6727	246	18	to	to	PART
stem-6727	246	19	provide	provide	VERB
stem-6727	246	20	new	new	ADJ
stem-6727	246	21	insights	insight	NOUN
stem-6727	246	22	into	into	ADP
stem-6727	246	23	how	how	SCONJ
stem-6727	246	24	affective	affective	ADJ
stem-6727	246	25	discourse	discourse	NOUN
stem-6727	246	26	evolves	evolve	VERB
stem-6727	246	27	as	as	ADP
stem-6727	246	28	the	the	DET
stem-6727	246	29	technological	technological	ADJ
stem-6727	246	30	context	context	NOUN
stem-6727	246	31	changes	change	NOUN
stem-6727	246	32	.	.	PUNCT
stem-6727	247	1	finally	finally	ADV
stem-6727	247	2	,	,	PUNCT
stem-6727	247	3	longitudinal	longitudinal	ADJ
stem-6727	247	4	studies	study	NOUN
stem-6727	247	5	on	on	ADP
stem-6727	247	6	how	how	SCONJ
stem-6727	247	7	the	the	DET
stem-6727	247	8	affective	affective	ADJ
stem-6727	247	9	discourse	discourse	NOUN
stem-6727	247	10	changes	change	NOUN
stem-6727	247	11	over	over	ADP
stem-6727	247	12	time	time	NOUN
stem-6727	247	13	may	may	AUX
stem-6727	247	14	allow	allow	VERB
stem-6727	247	15	a	a	DET
stem-6727	247	16	more	more	ADV
stem-6727	247	17	dynamic	dynamic	ADJ
stem-6727	247	18	grasp	grasp	NOUN
stem-6727	247	19	of	of	ADP
stem-6727	247	20	emotional	emotional	ADJ
stem-6727	247	21	expression	expression	NOUN
stem-6727	247	22	through	through	ADP
stem-6727	247	23	social	social	ADJ
stem-6727	247	24	media	medium	NOUN
stem-6727	247	25	,	,	PUNCT
stem-6727	247	26	especially	especially	ADV
stem-6727	247	27	in	in	ADP
stem-6727	247	28	respect	respect	NOUN
stem-6727	247	29	to	to	ADP
stem-6727	247	30	events	event	NOUN
stem-6727	247	31	going	go	VERB
stem-6727	247	32	on	on	ADP
stem-6727	247	33	in	in	ADP
stem-6727	247	34	the	the	DET
stem-6727	247	35	world	world	NOUN
stem-6727	247	36	or	or	CCONJ
stem-6727	247	37	changes	change	NOUN
stem-6727	247	38	within	within	ADP
stem-6727	247	39	a	a	DET
stem-6727	247	40	given	give	VERB
stem-6727	247	41	society	society	NOUN
stem-6727	247	42	.	.	PUNCT
stem-6727	248	1	6	6	X
stem-6727	248	2	.	.	X
stem-6727	248	3	conclusion	conclusion	NOUN
stem-6727	248	4	this	this	DET
stem-6727	248	5	paper	paper	NOUN
stem-6727	248	6	decomposes	decompose	VERB
stem-6727	248	7	complex	complex	ADJ
stem-6727	248	8	dynamics	dynamic	NOUN
stem-6727	248	9	of	of	ADP
stem-6727	248	10	affective	affective	ADJ
stem-6727	248	11	discourse	discourse	NOUN
stem-6727	248	12	on	on	ADP
stem-6727	248	13	social	social	ADJ
stem-6727	248	14	media	medium	NOUN
stem-6727	248	15	through	through	ADP
stem-6727	248	16	holistic	holistic	ADJ
stem-6727	248	17	mixed	mix	VERB
stem-6727	248	18	-	-	PUNCT
stem-6727	248	19	methods	method	NOUN
stem-6727	248	20	analysis	analysis	NOUN
stem-6727	248	21	of	of	ADP
stem-6727	248	22	user	user	NOUN
stem-6727	248	23	-	-	PUNCT
stem-6727	248	24	generated	generate	VERB
stem-6727	248	25	content	content	NOUN
stem-6727	248	26	in	in	ADP
stem-6727	248	27	twitter	twitter	NOUN
stem-6727	248	28	,	,	PUNCT
stem-6727	248	29	instagram	instagram	PROPN
stem-6727	248	30	,	,	PUNCT
stem-6727	248	31	and	and	CCONJ
stem-6727	248	32	facebook	facebook	NOUN
stem-6727	248	33	.	.	PUNCT
stem-6727	249	1	analysis	analysis	NOUN
stem-6727	249	2	of	of	ADP
stem-6727	249	3	the	the	DET
stem-6727	249	4	five	five	NUM
stem-6727	249	5	chosen	choose	VERB
stem-6727	249	6	data	data	NOUN
stem-6727	249	7	samples	sample	NOUN
stem-6727	249	8	was	be	AUX
stem-6727	249	9	able	able	ADJ
stem-6727	249	10	to	to	PART
stem-6727	249	11	provide	provide	VERB
stem-6727	249	12	important	important	ADJ
stem-6727	249	13	insights	insight	NOUN
stem-6727	249	14	on	on	ADP
stem-6727	249	15	how	how	SCONJ
stem-6727	249	16	semiotic	semiotic	ADJ
stem-6727	249	17	and	and	CCONJ
stem-6727	249	18	stylistic	stylistic	ADJ
stem-6727	249	19	features	feature	NOUN
stem-6727	249	20	contribute	contribute	VERB
stem-6727	249	21	to	to	ADP
stem-6727	249	22	emotional	emotional	ADJ
stem-6727	249	23	expression	expression	NOUN
stem-6727	249	24	and	and	CCONJ
stem-6727	249	25	user	user	NOUN
stem-6727	249	26	engagement	engagement	NOUN
stem-6727	249	27	in	in	ADP
stem-6727	249	28	digital	digital	ADJ
stem-6727	249	29	communication	communication	NOUN
stem-6727	249	30	.	.	PUNCT
stem-6727	250	1	among	among	ADP
stem-6727	250	2	the	the	DET
stem-6727	250	3	several	several	ADJ
stem-6727	250	4	findings	finding	NOUN
stem-6727	250	5	,	,	PUNCT
stem-6727	250	6	a	a	DET
stem-6727	250	7	key	key	ADJ
stem-6727	250	8	evidence	evidence	NOUN
stem-6727	250	9	was	be	AUX
stem-6727	250	10	the	the	DET
stem-6727	250	11	role	role	NOUN
stem-6727	250	12	of	of	ADP
stem-6727	250	13	emoji	emoji	PROPN
stem-6727	250	14	,	,	PUNCT
stem-6727	250	15	image	image	NOUN
stem-6727	250	16	,	,	PUNCT
stem-6727	250	17	and	and	CCONJ
stem-6727	250	18	hashtag	hashtag	PROPN
stem-6727	250	19	semiotic	semiotic	ADJ
stem-6727	250	20	resources	resource	NOUN
stem-6727	250	21	,	,	PUNCT
stem-6727	250	22	which	which	PRON
stem-6727	250	23	became	became	AUX
stem-6727	250	24	polarizing	polarize	VERB
stem-6727	250	25	agents	agent	NOUN
stem-6727	250	26	that	that	PRON
stem-6727	250	27	enhanced	enhance	VERB
stem-6727	250	28	the	the	DET
stem-6727	250	29	resonance	resonance	NOUN
stem-6727	250	30	of	of	ADP
stem-6727	250	31	emotions	emotion	NOUN
stem-6727	250	32	.	.	PUNCT
stem-6727	251	1	they	they	PRON
stem-6727	251	2	used	use	VERB
stem-6727	251	3	such	such	ADJ
stem-6727	251	4	resources	resource	NOUN
stem-6727	251	5	in	in	ADP
stem-6727	251	6	support	support	NOUN
stem-6727	251	7	of	of	ADP
stem-6727	251	8	the	the	DET
stem-6727	251	9	verbal	verbal	ADJ
stem-6727	251	10	messages	message	NOUN
stem-6727	251	11	,	,	PUNCT
stem-6727	251	12	thus	thus	ADV
stem-6727	251	13	offering	offer	VERB
stem-6727	251	14	a	a	DET
stem-6727	251	15	multimodal	multimodal	ADJ
stem-6727	251	16	communicative	communicative	ADJ
stem-6727	251	17	environment	environment	NOUN
stem-6727	251	18	that	that	PRON
stem-6727	251	19	allows	allow	VERB
stem-6727	251	20	for	for	ADP
stem-6727	251	21	more	more	ADJ
stem-6727	251	22	expressive	expressive	ADJ
stem-6727	251	23	ways	way	NOUN
stem-6727	251	24	of	of	ADP
stem-6727	251	25	displaying	display	VERB
stem-6727	251	26	emotions	emotion	NOUN
stem-6727	251	27	.	.	PUNCT
stem-6727	252	1	these	these	DET
stem-6727	252	2	findings	finding	NOUN
stem-6727	252	3	are	be	AUX
stem-6727	252	4	consistent	consistent	ADJ
stem-6727	252	5	with	with	ADP
stem-6727	252	6	the	the	DET
stem-6727	252	7	literature	literature	NOUN
stem-6727	252	8	about	about	ADP
stem-6727	252	9	visuality	visuality	NOUN
stem-6727	252	10	in	in	ADP
stem-6727	252	11	digital	digital	ADJ
stem-6727	252	12	ecologies	ecology	NOUN
stem-6727	252	13	,	,	PUNCT
stem-6727	252	14	which	which	PRON
stem-6727	252	15	underlines	underline	VERB
stem-6727	252	16	the	the	DET
stem-6727	252	17	role	role	NOUN
stem-6727	252	18	of	of	ADP
stem-6727	252	19	visual	visual	ADJ
stem-6727	252	20	elements	element	NOUN
stem-6727	252	21	in	in	ADP
stem-6727	252	22	the	the	DET
stem-6727	252	23	display	display	NOUN
stem-6727	252	24	of	of	ADP
stem-6727	252	25	emotions	emotion	NOUN
stem-6727	252	26	.	.	PUNCT
stem-6727	253	1	the	the	DET
stem-6727	253	2	study	study	NOUN
stem-6727	253	3	also	also	ADV
stem-6727	253	4	found	find	VERB
stem-6727	253	5	that	that	SCONJ
stem-6727	253	6	the	the	DET
stem-6727	253	7	intermingling	intermingling	NOUN
stem-6727	253	8	of	of	ADP
stem-6727	253	9	informal	informal	ADJ
stem-6727	253	10	and	and	CCONJ
stem-6727	253	11	conversational	conversational	ADJ
stem-6727	253	12	styles	style	NOUN
stem-6727	253	13	with	with	ADP
stem-6727	253	14	narrative	narrative	ADJ
stem-6727	253	15	strategies	strategy	NOUN
stem-6727	253	16	creates	create	VERB
stem-6727	253	17	conditions	condition	NOUN
stem-6727	253	18	for	for	ADP
stem-6727	253	19	greater	great	ADJ
stem-6727	253	20	involvement	involvement	NOUN
stem-6727	253	21	and	and	CCONJ
stem-6727	253	22	closeness	closeness	NOUN
stem-6727	253	23	among	among	ADP
stem-6727	253	24	users	user	NOUN
stem-6727	253	25	.	.	PUNCT
stem-6727	254	1	all	all	DET
stem-6727	254	2	these	these	DET
stem-6727	254	3	stylistic	stylistic	ADJ
stem-6727	254	4	choices	choice	NOUN
stem-6727	254	5	,	,	PUNCT
stem-6727	254	6	if	if	SCONJ
stem-6727	254	7	done	do	VERB
stem-6727	254	8	well	well	ADV
stem-6727	254	9	,	,	PUNCT
stem-6727	254	10	made	make	VERB
stem-6727	254	11	a	a	DET
stem-6727	254	12	post	post	NOUN
stem-6727	254	13	more	more	ADV
stem-6727	254	14	likely	likely	ADJ
stem-6727	254	15	to	to	PART
stem-6727	254	16	receive	receive	VERB
stem-6727	254	17	positive	positive	ADJ
stem-6727	254	18	interactions	interaction	NOUN
stem-6727	254	19	-	-	PUNCT
stem-6727	254	20	a	a	DET
stem-6727	254	21	function	function	NOUN
stem-6727	254	22	of	of	ADP
stem-6727	254	23	relatable	relatable	ADJ
stem-6727	254	24	language	language	NOUN
stem-6727	254	25	in	in	ADP
stem-6727	254	26	online	online	ADJ
stem-6727	254	27	communications	communication	NOUN
stem-6727	254	28	.	.	PUNCT
stem-6727	255	1	this	this	PRON
stem-6727	255	2	would	would	AUX
stem-6727	255	3	therefore	therefore	ADV
stem-6727	255	4	mean	mean	VERB
stem-6727	255	5	that	that	SCONJ
stem-6727	255	6	effective	effective	ADJ
stem-6727	255	7	use	use	NOUN
stem-6727	255	8	of	of	ADP
stem-6727	255	9	these	these	DET
stem-6727	255	10	345	345	NUM
stem-6727	255	11	american	american	ADJ
stem-6727	255	12	journal	journal	NOUN
stem-6727	255	13	of	of	ADP
stem-6727	255	14	language	language	NOUN
stem-6727	255	15	,	,	PUNCT
stem-6727	255	16	literacy	literacy	NOUN
stem-6727	255	17	and	and	CCONJ
stem-6727	255	18	learning	learn	VERB
stem-6727	255	19	in	in	ADP
stem-6727	255	20	stem	stem	NOUN
stem-6727	255	21	education	education	NOUN
stem-6727	255	22	www	www	PROPN
stem-6727	255	23	.	.	PUNCT
stem-6727	256	1	grnjournal.us	grnjournal.us	X
stem-6727	256	2	stylistic	stylistic	ADJ
stem-6727	256	3	choices	choice	NOUN
stem-6727	256	4	in	in	ADP
stem-6727	256	5	posts	post	NOUN
stem-6727	256	6	was	be	AUX
stem-6727	256	7	likely	likely	ADJ
stem-6727	256	8	to	to	PART
stem-6727	256	9	attract	attract	VERB
stem-6727	256	10	positive	positive	ADJ
stem-6727	256	11	interaction	interaction	NOUN
stem-6727	256	12	-	-	PUNCT
stem-6727	256	13	a	a	DET
stem-6727	256	14	function	function	NOUN
stem-6727	256	15	of	of	ADP
stem-6727	256	16	relatable	relatable	ADJ
stem-6727	256	17	language	language	NOUN
stem-6727	256	18	in	in	ADP
stem-6727	256	19	online	online	ADJ
stem-6727	256	20	communication	communication	NOUN
stem-6727	256	21	.	.	PUNCT
stem-6727	257	1	this	this	PRON
stem-6727	257	2	,	,	PUNCT
stem-6727	257	3	in	in	ADP
stem-6727	257	4	turn	turn	NOUN
stem-6727	257	5	,	,	PUNCT
stem-6727	257	6	showed	show	VERB
stem-6727	257	7	in	in	ADP
stem-6727	257	8	this	this	DET
stem-6727	257	9	research	research	NOUN
stem-6727	257	10	that	that	SCONJ
stem-6727	257	11	positive	positive	ADJ
stem-6727	257	12	emotional	emotional	ADJ
stem-6727	257	13	framing	framing	NOUN
stem-6727	257	14	strongly	strongly	ADV
stem-6727	257	15	increases	increase	VERB
stem-6727	257	16	user	user	NOUN
stem-6727	257	17	engagement	engagement	NOUN
stem-6727	257	18	.	.	PUNCT
stem-6727	258	1	the	the	DET
stem-6727	258	2	contents	content	NOUN
stem-6727	258	3	that	that	PRON
stem-6727	258	4	ended	end	VERB
stem-6727	258	5	with	with	ADP
stem-6727	258	6	thankfulness	thankfulness	NOUN
stem-6727	258	7	or	or	CCONJ
stem-6727	258	8	positivity	positivity	NOUN
stem-6727	258	9	would	would	AUX
stem-6727	258	10	receive	receive	VERB
stem-6727	258	11	higher	high	ADJ
stem-6727	258	12	levels	level	NOUN
stem-6727	258	13	of	of	ADP
stem-6727	258	14	interaction	interaction	NOUN
stem-6727	258	15	since	since	SCONJ
stem-6727	258	16	it	it	PRON
stem-6727	258	17	is	be	AUX
stem-6727	258	18	always	always	ADV
stem-6727	258	19	a	a	DET
stem-6727	258	20	thing	thing	NOUN
stem-6727	258	21	of	of	ADP
stem-6727	258	22	attraction	attraction	NOUN
stem-6727	258	23	by	by	ADP
stem-6727	258	24	audiences	audience	NOUN
stem-6727	258	25	for	for	ADP
stem-6727	258	26	uplifting	uplift	VERB
stem-6727	258	27	contents	content	NOUN
stem-6727	258	28	.	.	PUNCT
stem-6727	259	1	it	it	PRON
stem-6727	259	2	supports	support	VERB
stem-6727	259	3	the	the	DET
stem-6727	259	4	concept	concept	NOUN
stem-6727	259	5	of	of	ADP
stem-6727	259	6	positivity	positivity	NOUN
stem-6727	259	7	bias	bias	NOUN
stem-6727	259	8	on	on	ADP
stem-6727	259	9	social	social	ADJ
stem-6727	259	10	media	medium	NOUN
stem-6727	259	11	,	,	PUNCT
stem-6727	259	12	where	where	SCONJ
stem-6727	259	13	people	people	NOUN
stem-6727	259	14	more	more	ADV
stem-6727	259	15	often	often	ADV
stem-6727	259	16	read	read	VERB
stem-6727	259	17	and	and	CCONJ
stem-6727	259	18	remember	remember	VERB
stem-6727	259	19	optimistic	optimistic	ADJ
stem-6727	259	20	messages	message	NOUN
stem-6727	259	21	rather	rather	ADV
stem-6727	259	22	than	than	ADP
stem-6727	259	23	pessimistic	pessimistic	ADJ
stem-6727	259	24	ones	one	NOUN
stem-6727	259	25	.	.	PUNCT
stem-6727	260	1	another	another	DET
stem-6727	260	2	reason	reason	NOUN
stem-6727	260	3	to	to	PART
stem-6727	260	4	take	take	VERB
stem-6727	260	5	into	into	ADP
stem-6727	260	6	consideration	consideration	NOUN
stem-6727	260	7	the	the	DET
stem-6727	260	8	peculiar	peculiar	ADJ
stem-6727	260	9	character	character	NOUN
stem-6727	260	10	of	of	ADP
stem-6727	260	11	each	each	DET
stem-6727	260	12	social	social	ADJ
stem-6727	260	13	media	medium	NOUN
stem-6727	260	14	environment	environment	NOUN
stem-6727	260	15	is	be	AUX
stem-6727	260	16	due	due	ADJ
stem-6727	260	17	to	to	ADP
stem-6727	260	18	the	the	DET
stem-6727	260	19	platform	platform	NOUN
stem-6727	260	20	-	-	PUNCT
stem-6727	260	21	specific	specific	ADJ
stem-6727	260	22	variations	variation	NOUN
stem-6727	260	23	of	of	ADP
stem-6727	260	24	the	the	DET
stem-6727	260	25	affective	affective	ADJ
stem-6727	260	26	discourse	discourse	NOUN
stem-6727	260	27	.	.	PUNCT
stem-6727	261	1	in	in	ADP
stem-6727	261	2	particular	particular	ADJ
stem-6727	261	3	,	,	PUNCT
stem-6727	261	4	instagram	instagram	PROPN
stem-6727	261	5	had	have	VERB
stem-6727	261	6	to	to	PART
stem-6727	261	7	be	be	AUX
stem-6727	261	8	visually	visually	ADV
stem-6727	261	9	appealing	appealing	ADJ
stem-6727	261	10	,	,	PUNCT
stem-6727	261	11	twitter	twitter	NOUN
stem-6727	261	12	had	have	VERB
stem-6727	261	13	to	to	PART
stem-6727	261	14	be	be	AUX
stem-6727	261	15	short	short	ADJ
stem-6727	261	16	,	,	PUNCT
stem-6727	261	17	whereas	whereas	SCONJ
stem-6727	261	18	facebook	facebook	NOUN
stem-6727	261	19	could	could	AUX
stem-6727	261	20	afford	afford	VERB
stem-6727	261	21	a	a	DET
stem-6727	261	22	longer	long	ADJ
stem-6727	261	23	development	development	NOUN
stem-6727	261	24	of	of	ADP
stem-6727	261	25	their	their	PRON
stem-6727	261	26	storytelling	storytelling	NOUN
stem-6727	261	27	.	.	PUNCT
stem-6727	262	1	all	all	DET
stem-6727	262	2	these	these	DET
stem-6727	262	3	differences	difference	NOUN
stem-6727	262	4	emphasize	emphasize	VERB
stem-6727	262	5	how	how	SCONJ
stem-6727	262	6	the	the	DET
stem-6727	262	7	context	context	NOUN
stem-6727	262	8	of	of	ADP
stem-6727	262	9	communication	communication	NOUN
stem-6727	262	10	really	really	ADV
stem-6727	262	11	shapes	shape	VERB
stem-6727	262	12	the	the	DET
stem-6727	262	13	ways	way	NOUN
stem-6727	262	14	users	user	NOUN
stem-6727	262	15	can	can	AUX
stem-6727	262	16	express	express	VERB
stem-6727	262	17	and	and	CCONJ
stem-6727	262	18	engage	engage	VERB
stem-6727	262	19	with	with	ADP
stem-6727	262	20	emotions	emotion	NOUN
stem-6727	262	21	.	.	PUNCT
stem-6727	263	1	while	while	SCONJ
stem-6727	263	2	valuable	valuable	ADJ
stem-6727	263	3	contributions	contribution	NOUN
stem-6727	263	4	are	be	AUX
stem-6727	263	5	made	make	VERB
stem-6727	263	6	to	to	ADP
stem-6727	263	7	our	our	PRON
stem-6727	263	8	understanding	understanding	NOUN
stem-6727	263	9	of	of	ADP
stem-6727	263	10	affective	affective	ADJ
stem-6727	263	11	discourse	discourse	NOUN
stem-6727	263	12	,	,	PUNCT
stem-6727	263	13	this	this	DET
stem-6727	263	14	study	study	NOUN
stem-6727	263	15	also	also	ADV
stem-6727	263	16	recognizes	recognize	VERB
stem-6727	263	17	its	its	PRON
stem-6727	263	18	limitations	limitation	NOUN
stem-6727	263	19	.	.	PUNCT
stem-6727	264	1	using	use	VERB
stem-6727	264	2	only	only	ADV
stem-6727	264	3	publicly	publicly	ADV
stem-6727	264	4	available	available	ADJ
stem-6727	264	5	posts	post	NOUN
stem-6727	264	6	might	might	AUX
stem-6727	264	7	introduce	introduce	VERB
stem-6727	264	8	some	some	DET
stem-6727	264	9	biases	bias	NOUN
stem-6727	264	10	:	:	PUNCT
stem-6727	264	11	the	the	DET
stem-6727	264	12	people	people	NOUN
stem-6727	264	13	who	who	PRON
stem-6727	264	14	choose	choose	VERB
stem-6727	264	15	to	to	PART
stem-6727	264	16	express	express	VERB
stem-6727	264	17	their	their	PRON
stem-6727	264	18	emotion	emotion	NOUN
stem-6727	264	19	online	online	ADV
stem-6727	264	20	may	may	AUX
stem-6727	264	21	differ	differ	VERB
stem-6727	264	22	from	from	ADP
stem-6727	264	23	the	the	DET
stem-6727	264	24	general	general	ADJ
stem-6727	264	25	population	population	NOUN
stem-6727	264	26	.	.	PUNCT
stem-6727	265	1	such	such	ADJ
stem-6727	265	2	are	be	AUX
stem-6727	265	3	the	the	DET
stem-6727	265	4	motivations	motivation	NOUN
stem-6727	265	5	for	for	ADP
stem-6727	265	6	emotional	emotional	ADJ
stem-6727	265	7	expression	expression	NOUN
stem-6727	265	8	on	on	ADP
stem-6727	265	9	social	social	ADJ
stem-6727	265	10	media	medium	NOUN
stem-6727	265	11	;	;	PUNCT
stem-6727	265	12	future	future	ADJ
stem-6727	265	13	research	research	NOUN
stem-6727	265	14	will	will	AUX
stem-6727	265	15	be	be	AUX
stem-6727	265	16	well	well	ADV
stem-6727	265	17	advised	advise	VERB
stem-6727	265	18	to	to	PART
stem-6727	265	19	extend	extend	VERB
stem-6727	265	20	the	the	DET
stem-6727	265	21	present	present	ADJ
stem-6727	265	22	analysis	analysis	NOUN
stem-6727	265	23	to	to	ADP
stem-6727	265	24	new	new	ADJ
stem-6727	265	25	and	and	CCONJ
stem-6727	265	26	evolving	evolve	VERB
stem-6727	265	27	social	social	ADJ
stem-6727	265	28	media	medium	NOUN
stem-6727	265	29	platforms	platform	NOUN
stem-6727	265	30	such	such	ADJ
stem-6727	265	31	as	as	ADP
stem-6727	265	32	tiktok	tiktok	NOUN
stem-6727	265	33	.	.	PUNCT
stem-6727	266	1	hence	hence	ADV
stem-6727	266	2	,	,	PUNCT
stem-6727	266	3	this	this	DET
stem-6727	266	4	research	research	NOUN
stem-6727	266	5	epitomizes	epitomize	VERB
stem-6727	266	6	the	the	DET
stem-6727	266	7	complex	complex	ADJ
stem-6727	266	8	interplay	interplay	NOUN
stem-6727	266	9	of	of	ADP
stem-6727	266	10	semiotic	semiotic	ADJ
stem-6727	266	11	and	and	CCONJ
stem-6727	266	12	stylistic	stylistic	ADJ
stem-6727	266	13	elements	element	NOUN
stem-6727	266	14	in	in	ADP
stem-6727	266	15	configuring	configure	VERB
stem-6727	266	16	the	the	DET
stem-6727	266	17	affective	affective	ADJ
stem-6727	266	18	discourse	discourse	NOUN
stem-6727	266	19	on	on	ADP
stem-6727	266	20	social	social	ADJ
stem-6727	266	21	network	network	NOUN
stem-6727	266	22	sites	site	NOUN
stem-6727	266	23	.	.	PUNCT
stem-6727	267	1	the	the	DET
stem-6727	267	2	need	need	NOUN
stem-6727	267	3	to	to	PART
stem-6727	267	4	comprehend	comprehend	VERB
stem-6727	267	5	such	such	ADJ
stem-6727	267	6	dynamics	dynamic	NOUN
stem-6727	267	7	aids	aid	NOUN
stem-6727	267	8	in	in	ADP
stem-6727	267	9	underlining	underline	VERB
stem-6727	267	10	the	the	DET
stem-6727	267	11	importance	importance	NOUN
stem-6727	267	12	of	of	ADP
stem-6727	267	13	this	this	DET
stem-6727	267	14	study	study	NOUN
stem-6727	267	15	for	for	ADP
stem-6727	267	16	both	both	CCONJ
stem-6727	267	17	the	the	DET
stem-6727	267	18	researcher	researcher	NOUN
stem-6727	267	19	and	and	CCONJ
stem-6727	267	20	the	the	DET
stem-6727	267	21	marketer	marketer	NOUN
stem-6727	267	22	who	who	PRON
stem-6727	267	23	develops	develop	VERB
stem-6727	267	24	the	the	DET
stem-6727	267	25	content	content	NOUN
stem-6727	267	26	,	,	PUNCT
stem-6727	267	27	as	as	SCONJ
stem-6727	267	28	one	one	PRON
stem-6727	267	29	has	have	VERB
stem-6727	267	30	to	to	PART
stem-6727	267	31	stay	stay	VERB
stem-6727	267	32	afloat	afloat	ADV
stem-6727	267	33	in	in	ADP
stem-6727	267	34	the	the	DET
stem-6727	267	35	dynamically	dynamically	ADV
stem-6727	267	36	changing	change	VERB
stem-6727	267	37	digital	digital	ADJ
stem-6727	267	38	environment	environment	NOUN
stem-6727	267	39	.	.	PUNCT
stem-6727	268	1	by	by	ADP
stem-6727	268	2	applying	apply	VERB
stem-6727	268	3	the	the	DET
stem-6727	268	4	insights	insight	NOUN
stem-6727	268	5	developed	develop	VERB
stem-6727	268	6	from	from	ADP
stem-6727	268	7	this	this	DET
stem-6727	268	8	study	study	NOUN
stem-6727	268	9	,	,	PUNCT
stem-6727	268	10	stakeholders	stakeholder	NOUN
stem-6727	268	11	can	can	AUX
stem-6727	268	12	strive	strive	VERB
stem-6727	268	13	toward	toward	ADP
stem-6727	268	14	establishing	establish	VERB
stem-6727	268	15	deeper	deep	ADJ
stem-6727	268	16	connections	connection	NOUN
stem-6727	268	17	with	with	ADP
stem-6727	268	18	their	their	PRON
stem-6727	268	19	respective	respective	ADJ
stem-6727	268	20	audiences	audience	NOUN
stem-6727	268	21	,	,	PUNCT
stem-6727	268	22	promoting	promote	VERB
stem-6727	268	23	greater	great	ADJ
stem-6727	268	24	levels	level	NOUN
stem-6727	268	25	of	of	ADP
stem-6727	268	26	engagement	engagement	NOUN
stem-6727	268	27	and	and	CCONJ
stem-6727	268	28	positive	positive	ADJ
stem-6727	268	29	online	online	ADJ
stem-6727	268	30	communities	community	NOUN
stem-6727	268	31	.	.	PUNCT
stem-6727	269	1	as	as	SCONJ
stem-6727	269	2	the	the	DET
stem-6727	269	3	social	social	ADJ
stem-6727	269	4	media	medium	NOUN
stem-6727	269	5	space	space	NOUN
stem-6727	269	6	continues	continue	VERB
stem-6727	269	7	to	to	PART
stem-6727	269	8	evolve	evolve	VERB
stem-6727	269	9	,	,	PUNCT
stem-6727	269	10	the	the	DET
stem-6727	269	11	ongoing	ongoing	ADJ
stem-6727	269	12	exploration	exploration	NOUN
stem-6727	269	13	of	of	ADP
stem-6727	269	14	affective	affective	ADJ
stem-6727	269	15	discourse	discourse	NOUN
stem-6727	269	16	remains	remain	VERB
stem-6727	269	17	important	important	ADJ
stem-6727	269	18	to	to	PART
stem-6727	269	19	understand	understand	VERB
stem-6727	269	20	ways	way	NOUN
stem-6727	269	21	in	in	ADP
stem-6727	269	22	which	which	PRON
stem-6727	269	23	users	user	NOUN
stem-6727	269	24	navigate	navigate	VERB
stem-6727	269	25	their	their	PRON
stem-6727	269	26	emotional	emotional	ADJ
stem-6727	269	27	landscapes	landscape	NOUN
stem-6727	269	28	within	within	ADP
stem-6727	269	29	digital	digital	ADJ
stem-6727	269	30	spaces	space	NOUN
stem-6727	269	31	.	.	PUNCT
stem-6727	270	1	references	reference	NOUN
stem-6727	270	2	1	1	NUM
stem-6727	270	3	.	.	PUNCT
stem-6727	270	4	adaval	adaval	PROPN
stem-6727	270	5	,	,	PUNCT
stem-6727	270	6	r.	r.	PROPN
stem-6727	270	7	,	,	PUNCT
stem-6727	270	8	&	&	CCONJ
stem-6727	270	9	wyer	wyer	PROPN
stem-6727	270	10	,	,	PUNCT
stem-6727	270	11	r.	r.	PROPN
stem-6727	270	12	s.	s.	PROPN
stem-6727	270	13	(	(	PUNCT
stem-6727	270	14	2004	2004	NUM
stem-6727	270	15	)	)	PUNCT
stem-6727	270	16	.	.	PUNCT
stem-6727	271	1	the	the	DET
stem-6727	271	2	role	role	NOUN
stem-6727	271	3	of	of	ADP
stem-6727	271	4	narratives	narrative	NOUN
stem-6727	271	5	in	in	ADP
stem-6727	271	6	the	the	DET
stem-6727	271	7	communication	communication	NOUN
stem-6727	271	8	of	of	ADP
stem-6727	271	9	information	information	NOUN
stem-6727	271	10	:	:	PUNCT
stem-6727	271	11	implications	implication	NOUN
stem-6727	271	12	for	for	ADP
stem-6727	271	13	marketing	marketing	NOUN
stem-6727	271	14	and	and	CCONJ
stem-6727	271	15	consumer	consumer	NOUN
stem-6727	271	16	research	research	NOUN
stem-6727	271	17	.	.	PUNCT
stem-6727	272	1	journal	journal	NOUN
stem-6727	272	2	of	of	ADP
stem-6727	272	3	consumer	consumer	NOUN
stem-6727	272	4	research	research	NOUN
stem-6727	272	5	,	,	PUNCT
stem-6727	272	6	31(3	31(3	NUM
stem-6727	272	7	)	)	PUNCT
stem-6727	272	8	,	,	PUNCT
stem-6727	272	9	377391	377391	NUM
stem-6727	272	10	.	.	PUNCT
stem-6727	273	1	2	2	X
stem-6727	273	2	.	.	X
stem-6727	273	3	barbosa	barbosa	PROPN
stem-6727	273	4	,	,	PUNCT
stem-6727	273	5	l.	l.	PROPN
stem-6727	273	6	,	,	PUNCT
stem-6727	273	7	&	&	CCONJ
stem-6727	273	8	feng	feng	PROPN
stem-6727	273	9	,	,	PUNCT
stem-6727	273	10	j.	j.	PROPN
stem-6727	273	11	(	(	PUNCT
stem-6727	273	12	2010	2010	NUM
stem-6727	273	13	)	)	PUNCT
stem-6727	273	14	.	.	PUNCT
stem-6727	274	1	robust	robust	ADJ
stem-6727	274	2	sentiment	sentiment	NOUN
stem-6727	274	3	detection	detection	NOUN
stem-6727	274	4	on	on	ADP
stem-6727	274	5	twitter	twitter	NOUN
stem-6727	274	6	from	from	ADP
stem-6727	274	7	biased	biased	ADJ
stem-6727	274	8	and	and	CCONJ
stem-6727	274	9	noisy	noisy	ADJ
stem-6727	274	10	data	datum	NOUN
stem-6727	274	11	.	.	PUNCT
stem-6727	275	1	proceedings	proceeding	NOUN
stem-6727	275	2	of	of	ADP
stem-6727	275	3	the	the	DET
stem-6727	275	4	23rd	23rd	ADJ
stem-6727	275	5	international	international	ADJ
stem-6727	275	6	conference	conference	NOUN
stem-6727	275	7	on	on	ADP
stem-6727	275	8	computational	computational	ADJ
stem-6727	275	9	linguistics	linguistic	NOUN
stem-6727	275	10	(	(	PUNCT
stem-6727	275	11	coling	cole	VERB
stem-6727	275	12	2010	2010	NUM
stem-6727	275	13	)	)	PUNCT
stem-6727	275	14	,	,	PUNCT
stem-6727	275	15	36	36	NUM
stem-6727	275	16	-	-	SYM
stem-6727	275	17	43	43	NUM
stem-6727	275	18	.	.	PUNCT
stem-6727	276	1	3	3	X
stem-6727	276	2	.	.	X
stem-6727	276	3	daskalovska	daskalovska	PROPN
stem-6727	276	4	,	,	PUNCT
stem-6727	276	5	n.	n.	NOUN
stem-6727	276	6	,	,	PUNCT
stem-6727	276	7	goleman	goleman	NOUN
stem-6727	276	8	,	,	PUNCT
stem-6727	276	9	s.	s.	PROPN
stem-6727	276	10	,	,	PUNCT
stem-6727	276	11	&	&	CCONJ
stem-6727	276	12	stojanovic	stojanovic	PROPN
stem-6727	276	13	,	,	PUNCT
stem-6727	276	14	j.	j.	PROPN
stem-6727	276	15	(	(	PUNCT
stem-6727	276	16	2019	2019	NUM
stem-6727	276	17	)	)	PUNCT
stem-6727	276	18	.	.	PUNCT
stem-6727	277	1	stylistic	stylistic	ADJ
stem-6727	277	2	strategies	strategy	NOUN
stem-6727	277	3	in	in	ADP
stem-6727	277	4	social	social	ADJ
stem-6727	277	5	media	medium	NOUN
stem-6727	277	6	:	:	PUNCT
stem-6727	277	7	analyzing	analyze	VERB
stem-6727	277	8	emotional	emotional	ADJ
stem-6727	277	9	engagement	engagement	NOUN
stem-6727	277	10	.	.	PUNCT
stem-6727	278	1	journal	journal	NOUN
stem-6727	278	2	of	of	ADP
stem-6727	278	3	language	language	NOUN
stem-6727	278	4	and	and	CCONJ
stem-6727	278	5	social	social	ADJ
stem-6727	278	6	psychology	psychology	NOUN
stem-6727	278	7	,	,	PUNCT
stem-6727	278	8	38(1	38(1	NUM
stem-6727	278	9	)	)	PUNCT
stem-6727	278	10	,	,	PUNCT
stem-6727	278	11	67	67	NUM
stem-6727	278	12	-	-	SYM
stem-6727	278	13	83	83	NUM
stem-6727	278	14	.	.	PUNCT
stem-6727	279	1	4	4	X
stem-6727	279	2	.	.	X
stem-6727	279	3	frijda	frijda	NOUN
stem-6727	279	4	,	,	PUNCT
stem-6727	279	5	n.	n.	PROPN
stem-6727	279	6	h.	h.	PROPN
stem-6727	279	7	(	(	PUNCT
stem-6727	279	8	1986	1986	NUM
stem-6727	279	9	)	)	PUNCT
stem-6727	279	10	.	.	PUNCT
stem-6727	280	1	the	the	DET
stem-6727	280	2	emotions	emotion	NOUN
stem-6727	280	3	.	.	PUNCT
stem-6727	281	1	cambridge	cambridge	PROPN
stem-6727	281	2	university	university	PROPN
stem-6727	281	3	press	press	NOUN
stem-6727	281	4	.	.	PUNCT
stem-6727	282	1	5	5	X
stem-6727	282	2	.	.	X
stem-6727	282	3	goffman	goffman	NOUN
stem-6727	282	4	,	,	PUNCT
stem-6727	282	5	e.	e.	PROPN
stem-6727	282	6	(	(	PUNCT
stem-6727	282	7	1959	1959	NUM
stem-6727	282	8	)	)	PUNCT
stem-6727	282	9	.	.	PUNCT
stem-6727	283	1	the	the	DET
stem-6727	283	2	presentation	presentation	NOUN
stem-6727	283	3	of	of	ADP
stem-6727	283	4	self	self	NOUN
stem-6727	283	5	in	in	ADP
stem-6727	283	6	everyday	everyday	ADJ
stem-6727	283	7	life	life	NOUN
stem-6727	283	8	.	.	PUNCT
stem-6727	284	1	anchor	anchor	NOUN
stem-6727	284	2	books	book	NOUN
stem-6727	284	3	.	.	PUNCT
stem-6727	285	1	6	6	X
stem-6727	285	2	.	.	X
stem-6727	285	3	hu	hu	PROPN
stem-6727	285	4	,	,	PUNCT
stem-6727	285	5	y.	y.	PROPN
stem-6727	285	6	,	,	PUNCT
stem-6727	285	7	wu	wu	PROPN
stem-6727	285	8	,	,	PUNCT
stem-6727	285	9	l.	l.	PROPN
stem-6727	285	10	,	,	PUNCT
stem-6727	285	11	&	&	CCONJ
stem-6727	285	12	huang	huang	PROPN
stem-6727	285	13	,	,	PUNCT
stem-6727	285	14	h.	h.	PROPN
stem-6727	285	15	(	(	PUNCT
stem-6727	285	16	2014	2014	NUM
stem-6727	285	17	)	)	PUNCT
stem-6727	285	18	.	.	PUNCT
stem-6727	286	1	the	the	DET
stem-6727	286	2	effect	effect	NOUN
stem-6727	286	3	of	of	ADP
stem-6727	286	4	emojis	emoji	NOUN
stem-6727	286	5	on	on	ADP
stem-6727	286	6	emotional	emotional	ADJ
stem-6727	286	7	expression	expression	NOUN
stem-6727	286	8	in	in	ADP
stem-6727	286	9	social	social	ADJ
stem-6727	286	10	media	medium	NOUN
stem-6727	286	11	.	.	PUNCT
stem-6727	287	1	computers	computer	NOUN
stem-6727	287	2	in	in	ADP
stem-6727	287	3	human	human	ADJ
stem-6727	287	4	behavior	behavior	NOUN
stem-6727	287	5	,	,	PUNCT
stem-6727	287	6	36	36	NUM
stem-6727	287	7	,	,	PUNCT
stem-6727	287	8	386	386	NUM
stem-6727	287	9	-	-	SYM
stem-6727	287	10	391	391	NUM
stem-6727	287	11	.	.	PUNCT
stem-6727	288	1	7	7	X
stem-6727	288	2	.	.	X
stem-6727	288	3	hsu	hsu	PROPN
stem-6727	288	4	,	,	PUNCT
stem-6727	288	5	t.	t.	PROPN
stem-6727	288	6	h.	h.	PROPN
stem-6727	288	7	,	,	PUNCT
stem-6727	288	8	huang	huang	PROPN
stem-6727	288	9	,	,	PUNCT
stem-6727	288	10	y.	y.	PROPN
stem-6727	288	11	h.	h.	PROPN
stem-6727	288	12	,	,	PUNCT
stem-6727	288	13	&	&	CCONJ
stem-6727	288	14	chao	chao	PROPN
stem-6727	288	15	,	,	PUNCT
stem-6727	288	16	y.	y.	PROPN
stem-6727	288	17	s.	s.	PROPN
stem-6727	288	18	(	(	PUNCT
stem-6727	288	19	2019	2019	NUM
stem-6727	288	20	)	)	PUNCT
stem-6727	288	21	.	.	PUNCT
stem-6727	289	1	social	social	ADJ
stem-6727	289	2	media	medium	NOUN
stem-6727	289	3	and	and	CCONJ
stem-6727	289	4	community	community	NOUN
stem-6727	289	5	building	building	NOUN
stem-6727	289	6	:	:	PUNCT
stem-6727	289	7	the	the	DET
stem-6727	289	8	role	role	NOUN
stem-6727	289	9	of	of	ADP
stem-6727	289	10	affective	affective	ADJ
stem-6727	289	11	communication	communication	NOUN
stem-6727	289	12	.	.	PUNCT
stem-6727	290	1	social	social	ADJ
stem-6727	290	2	media	medium	NOUN
stem-6727	290	3	+	+	CCONJ
stem-6727	290	4	society	society	NOUN
stem-6727	290	5	,	,	PUNCT
stem-6727	290	6	5(1	5(1	NUM
stem-6727	290	7	)	)	PUNCT
stem-6727	290	8	,	,	PUNCT
stem-6727	290	9	1	1	NUM
stem-6727	290	10	-	-	SYM
stem-6727	290	11	10	10	NUM
stem-6727	290	12	.	.	NOUN
stem-6727	290	13	8	8	NUM
stem-6727	290	14	.	.	X
stem-6727	290	15	kress	kress	PROPN
stem-6727	290	16	,	,	PUNCT
stem-6727	290	17	g.	g.	PROPN
stem-6727	290	18	(	(	PUNCT
stem-6727	290	19	2010	2010	NUM
stem-6727	290	20	)	)	PUNCT
stem-6727	290	21	.	.	PUNCT
stem-6727	291	1	multimodality	multimodality	NOUN
stem-6727	291	2	:	:	PUNCT
stem-6727	291	3	a	a	DET
stem-6727	291	4	social	social	ADJ
stem-6727	291	5	semiotic	semiotic	ADJ
stem-6727	291	6	approach	approach	NOUN
stem-6727	291	7	to	to	ADP
stem-6727	291	8	contemporary	contemporary	ADJ
stem-6727	291	9	communication	communication	NOUN
stem-6727	291	10	.	.	PUNCT
stem-6727	292	1	routledge	routledge	PROPN
stem-6727	292	2	.	.	PUNCT
stem-6727	293	1	9	9	X
stem-6727	293	2	.	.	X
stem-6727	293	3	kress	kress	PROPN
stem-6727	293	4	,	,	PUNCT
stem-6727	293	5	g.	g.	PROPN
stem-6727	293	6	,	,	PUNCT
stem-6727	293	7	&	&	CCONJ
stem-6727	293	8	van	van	PROPN
stem-6727	293	9	leeuwen	leeuwen	PROPN
stem-6727	293	10	,	,	PUNCT
stem-6727	293	11	t.	t.	PROPN
stem-6727	293	12	(	(	PUNCT
stem-6727	293	13	2006	2006	NUM
stem-6727	293	14	)	)	PUNCT
stem-6727	293	15	.	.	PUNCT
stem-6727	294	1	reading	read	VERB
stem-6727	294	2	images	image	NOUN
stem-6727	294	3	:	:	PUNCT
stem-6727	294	4	the	the	DET
stem-6727	294	5	grammar	grammar	NOUN
stem-6727	294	6	of	of	ADP
stem-6727	294	7	visual	visual	ADJ
stem-6727	294	8	design	design	NOUN
stem-6727	294	9	.	.	PUNCT
stem-6727	295	1	routledge	routledge	PROPN
stem-6727	295	2	.	.	PUNCT
stem-6727	296	1	10	10	NUM
stem-6727	296	2	.	.	X
stem-6727	297	1	o'connor	o'connor	PROPN
stem-6727	297	2	,	,	PUNCT
stem-6727	297	3	p.	p.	PROPN
stem-6727	297	4	j.	j.	PROPN
stem-6727	297	5	,	,	PUNCT
stem-6727	297	6	balasubramanian	balasubramanian	PROPN
stem-6727	297	7	,	,	PUNCT
stem-6727	297	8	s.	s.	PROPN
stem-6727	297	9	,	,	PUNCT
stem-6727	297	10	&	&	CCONJ
stem-6727	297	11	makkar	makkar	PROPN
stem-6727	297	12	,	,	PUNCT
stem-6727	297	13	m.	m.	NOUN
stem-6727	297	14	(	(	PUNCT
stem-6727	297	15	2017	2017	NUM
stem-6727	297	16	)	)	PUNCT
stem-6727	297	17	.	.	PUNCT
stem-6727	298	1	the	the	DET
stem-6727	298	2	power	power	NOUN
stem-6727	298	3	of	of	ADP
stem-6727	298	4	emotion	emotion	NOUN
stem-6727	298	5	in	in	ADP
stem-6727	298	6	online	online	ADJ
stem-6727	298	7	communication	communication	NOUN
stem-6727	298	8	:	:	PUNCT
stem-6727	298	9	an	an	DET
stem-6727	298	10	analysis	analysis	NOUN
stem-6727	298	11	of	of	ADP
stem-6727	298	12	facebook	facebook	NOUN
stem-6727	298	13	posts	post	NOUN
stem-6727	298	14	.	.	PUNCT
stem-6727	299	1	journal	journal	NOUN
stem-6727	299	2	of	of	ADP
stem-6727	299	3	social	social	ADJ
stem-6727	299	4	media	medium	NOUN
stem-6727	299	5	studies	study	NOUN
stem-6727	299	6	,	,	PUNCT
stem-6727	299	7	5(2	5(2	NUM
stem-6727	299	8	)	)	PUNCT
stem-6727	299	9	,	,	PUNCT
stem-6727	299	10	23	23	NUM
stem-6727	299	11	-	-	SYM
stem-6727	299	12	45	45	NUM
stem-6727	299	13	.	.	PUNCT
stem-6727	300	1	346	346	NUM
stem-6727	300	2	american	american	ADJ
stem-6727	300	3	journal	journal	NOUN
stem-6727	300	4	of	of	ADP
stem-6727	300	5	language	language	NOUN
stem-6727	300	6	,	,	PUNCT
stem-6727	300	7	literacy	literacy	NOUN
stem-6727	300	8	and	and	CCONJ
stem-6727	300	9	learning	learn	VERB
stem-6727	300	10	in	in	ADP
stem-6727	300	11	stem	stem	NOUN
stem-6727	300	12	education	education	NOUN
stem-6727	300	13	www	www	PROPN
stem-6727	300	14	.	.	PUNCT
stem-6727	301	1	grnjournal.us	grnjournal.us	X
stem-6727	301	2	11	11	NUM
stem-6727	301	3	.	.	PUNCT
stem-6727	302	1	purnell	purnell	PROPN
stem-6727	302	2	,	,	PUNCT
stem-6727	302	3	k.	k.	PROPN
stem-6727	302	4	(	(	PUNCT
stem-6727	302	5	2017	2017	NUM
stem-6727	302	6	)	)	PUNCT
stem-6727	302	7	.	.	PUNCT
stem-6727	303	1	the	the	DET
stem-6727	303	2	role	role	NOUN
stem-6727	303	3	of	of	ADP
stem-6727	303	4	social	social	ADJ
stem-6727	303	5	media	medium	NOUN
stem-6727	303	6	in	in	ADP
stem-6727	303	7	promoting	promote	VERB
stem-6727	303	8	emotional	emotional	ADJ
stem-6727	303	9	expression	expression	NOUN
stem-6727	303	10	.	.	PUNCT
stem-6727	304	1	journal	journal	NOUN
stem-6727	304	2	of	of	ADP
stem-6727	304	3	digital	digital	ADJ
stem-6727	304	4	communication	communication	NOUN
stem-6727	304	5	,	,	PUNCT
stem-6727	304	6	12(3	12(3	NUM
stem-6727	304	7	)	)	PUNCT
stem-6727	304	8	,	,	PUNCT
stem-6727	304	9	45	45	NUM
stem-6727	304	10	-	-	SYM
stem-6727	304	11	62	62	NUM
stem-6727	304	12	.	.	PUNCT
stem-6727	305	1	12	12	NUM
stem-6727	305	2	.	.	PUNCT
stem-6727	305	3	saussure	saussure	NOUN
stem-6727	305	4	,	,	PUNCT
stem-6727	305	5	f.	f.	PROPN
stem-6727	305	6	de	de	PROPN
stem-6727	305	7	.	.	PROPN
stem-6727	305	8	(	(	PUNCT
stem-6727	305	9	1916	1916	NUM
stem-6727	305	10	)	)	PUNCT
stem-6727	305	11	.	.	PUNCT
stem-6727	306	1	course	course	NOUN
stem-6727	306	2	in	in	ADP
stem-6727	306	3	general	general	ADJ
stem-6727	306	4	linguistics	linguistic	NOUN
stem-6727	306	5	.	.	PUNCT
stem-6727	307	1	mcgraw	mcgraw	PROPN
stem-6727	307	2	-	-	PUNCT
stem-6727	307	3	hill	hill	NOUN
stem-6727	307	4	.	.	PUNCT
stem-6727	308	1	13	13	NUM
stem-6727	308	2	.	.	X
stem-6727	308	3	tagg	tagg	PROPN
stem-6727	308	4	,	,	PUNCT
stem-6727	308	5	c.	c.	PROPN
stem-6727	308	6	,	,	PUNCT
stem-6727	308	7	&	&	CCONJ
stem-6727	308	8	seargeant	seargeant	PROPN
stem-6727	308	9	,	,	PUNCT
stem-6727	308	10	p.	p.	NOUN
stem-6727	308	11	(	(	PUNCT
stem-6727	308	12	2019	2019	NUM
stem-6727	308	13	)	)	PUNCT
stem-6727	308	14	.	.	PUNCT
stem-6727	309	1	hashtags	hashtag	NOUN
stem-6727	309	2	and	and	CCONJ
stem-6727	309	3	the	the	DET
stem-6727	309	4	construction	construction	NOUN
stem-6727	309	5	of	of	ADP
stem-6727	309	6	emotion	emotion	NOUN
stem-6727	309	7	in	in	ADP
stem-6727	309	8	social	social	ADJ
stem-6727	309	9	media	medium	NOUN
stem-6727	309	10	.	.	PUNCT
stem-6727	310	1	new	new	ADJ
stem-6727	310	2	media	medium	NOUN
stem-6727	310	3	&	&	CCONJ
stem-6727	310	4	society	society	NOUN
stem-6727	310	5	,	,	PUNCT
stem-6727	310	6	21(1	21(1	NUM
stem-6727	310	7	)	)	PUNCT
stem-6727	310	8	,	,	PUNCT
stem-6727	310	9	120	120	NUM
stem-6727	310	10	-	-	SYM
stem-6727	310	11	138	138	NUM
stem-6727	310	12	.	.	PUNCT
stem-6727	310	13	14	14	NUM
stem-6727	310	14	.	.	PUNCT
stem-6727	311	1	thurlow	thurlow	PROPN
stem-6727	311	2	,	,	PUNCT
stem-6727	311	3	c.	c.	PROPN
stem-6727	311	4	,	,	PUNCT
stem-6727	311	5	&	&	CCONJ
stem-6727	311	6	mroczek	mroczek	PROPN
stem-6727	311	7	,	,	PUNCT
stem-6727	311	8	k.	k.	PROPN
stem-6727	311	9	(	(	PUNCT
stem-6727	311	10	2006	2006	NUM
stem-6727	311	11	)	)	PUNCT
stem-6727	311	12	.	.	PUNCT
stem-6727	312	1	digital	digital	ADJ
stem-6727	312	2	discourse	discourse	NOUN
stem-6727	312	3	:	:	PUNCT
stem-6727	312	4	language	language	NOUN
stem-6727	312	5	in	in	ADP
stem-6727	312	6	the	the	DET
stem-6727	312	7	new	new	ADJ
stem-6727	312	8	media	medium	NOUN
stem-6727	312	9	.	.	PUNCT
stem-6727	313	1	oxford	oxford	PROPN
stem-6727	313	2	university	university	PROPN
stem-6727	313	3	press	press	NOUN
stem-6727	313	4	.	.	PUNCT