id	sid	tid	token	lemma	pos
spir-11340	1	1	selected	select	VERB
spir-11340	1	2	papers	paper	NOUN
spir-11340	1	3	of	of	ADP
spir-11340	1	4	#	#	SYM
spir-11340	1	5	aoir2020	aoir2020	PROPN
spir-11340	1	6	:	:	PUNCT
spir-11340	1	7	the	the	DET
spir-11340	1	8	21st	21st	ADJ
spir-11340	1	9	annual	annual	ADJ
spir-11340	1	10	conference	conference	NOUN
spir-11340	1	11	of	of	ADP
spir-11340	1	12	the	the	DET
spir-11340	1	13	association	association	NOUN
spir-11340	1	14	of	of	ADP
spir-11340	1	15	internet	internet	NOUN
spir-11340	1	16	researchers	researcher	NOUN
spir-11340	1	17	virtual	virtual	ADJ
spir-11340	1	18	event	event	NOUN
spir-11340	1	19	/	/	PUNCT
spir-11340	1	20	27	27	NUM
spir-11340	1	21	-	-	SYM
spir-11340	1	22	31	31	NUM
spir-11340	1	23	october	october	PROPN
spir-11340	1	24	2020	2020	NUM
spir-11340	1	25	suggested	suggest	VERB
spir-11340	1	26	citation	citation	NOUN
spir-11340	1	27	(	(	PUNCT
spir-11340	1	28	apa	apa	PROPN
spir-11340	1	29	):	):	PUNCT
spir-11340	1	30	stromer	stromer	NOUN
spir-11340	1	31	-	-	PUNCT
spir-11340	1	32	galley	galley	NOUN
spir-11340	1	33	,	,	PUNCT
spir-11340	1	34	j.	j.	PROPN
spir-11340	1	35	,	,	PUNCT
spir-11340	1	36	hemsley	hemsley	PROPN
spir-11340	1	37	,	,	PUNCT
spir-11340	1	38	j.	j.	PROPN
spir-11340	1	39	,	,	PUNCT
spir-11340	1	40	rossini	rossini	PROPN
spir-11340	1	41	,	,	PUNCT
spir-11340	1	42	p.	p.	PROPN
spir-11340	1	43	,	,	PUNCT
spir-11340	1	44	smith	smith	PROPN
spir-11340	1	45	,	,	PUNCT
spir-11340	1	46	a.	a.	PROPN
spir-11340	1	47	,	,	PUNCT
spir-11340	1	48	bolden	bolden	PROPN
spir-11340	1	49	,	,	PUNCT
spir-11340	1	50	s.	s.	PROPN
spir-11340	1	51	(	(	PUNCT
spir-11340	1	52	2020	2020	NUM
spir-11340	1	53	,	,	PUNCT
spir-11340	1	54	october	october	PROPN
spir-11340	1	55	28	28	NUM
spir-11340	1	56	-	-	SYM
spir-11340	1	57	31	31	NUM
spir-11340	1	58	)	)	PUNCT
spir-11340	1	59	.	.	PUNCT
spir-11340	2	1	does	do	AUX
spir-11340	2	2	anyone	anyone	PRON
spir-11340	2	3	talk	talk	VERB
spir-11340	2	4	about	about	ADP
spir-11340	2	5	the	the	DET
spir-11340	2	6	issues	issue	NOUN
spir-11340	2	7	anymore	anymore	ADV
spir-11340	2	8	?	?	PUNCT
spir-11340	3	1	the	the	DET
spir-11340	3	2	2016	2016	NUM
spir-11340	3	3	u.s	u.s	PROPN
spir-11340	3	4	.	.	PROPN
spir-11340	3	5	presidential	presidential	ADJ
spir-11340	3	6	candidates	candidate	NOUN
spir-11340	3	7	’	'	PUNCT
spir-11340	3	8	messaging	messaging	NOUN
spir-11340	3	9	on	on	ADP
spir-11340	3	10	facebook	facebook	NOUN
spir-11340	3	11	and	and	CCONJ
spir-11340	3	12	twitter	twitter	NOUN
spir-11340	3	13	.	.	PUNCT
spir-11340	4	1	paper	paper	NOUN
spir-11340	4	2	submitted	submit	VERB
spir-11340	4	3	to	to	AUX
spir-11340	4	4	aoir	aoir	VERB
spir-11340	4	5	2020	2020	NUM
spir-11340	4	6	:	:	PUNCT
spir-11340	4	7	the	the	DET
spir-11340	4	8	21th	21th	ADJ
spir-11340	4	9	annual	annual	ADJ
spir-11340	4	10	conference	conference	NOUN
spir-11340	4	11	of	of	ADP
spir-11340	4	12	the	the	DET
spir-11340	4	13	association	association	NOUN
spir-11340	4	14	of	of	ADP
spir-11340	4	15	internet	internet	NOUN
spir-11340	4	16	researchers	researcher	NOUN
spir-11340	4	17	.	.	PUNCT
spir-11340	5	1	virtual	virtual	ADJ
spir-11340	5	2	event	event	NOUN
spir-11340	5	3	:	:	PUNCT
spir-11340	5	4	aoir	aoir	NOUN
spir-11340	5	5	.	.	PUNCT
spir-11340	5	6	retrieved	retrieve	VERB
spir-11340	5	7	from	from	ADP
spir-11340	5	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11340	5	9	.	.	PUNCT
spir-11340	6	1	does	do	AUX
spir-11340	6	2	anyone	anyone	PRON
spir-11340	6	3	talk	talk	VERB
spir-11340	6	4	about	about	ADP
spir-11340	6	5	the	the	DET
spir-11340	6	6	issues	issue	NOUN
spir-11340	6	7	anymore	anymore	ADV
spir-11340	6	8	?	?	PUNCT
spir-11340	7	1	the	the	DET
spir-11340	7	2	2016	2016	NUM
spir-11340	7	3	u.s	u.s	PROPN
spir-11340	7	4	.	.	PROPN
spir-11340	7	5	presidential	presidential	ADJ
spir-11340	7	6	candidates	candidate	NOUN
spir-11340	7	7	’	'	PUNCT
spir-11340	7	8	messaging	messaging	NOUN
spir-11340	7	9	on	on	ADP
spir-11340	7	10	facebook	facebook	NOUN
spir-11340	7	11	and	and	CCONJ
spir-11340	7	12	twitter	twitter	PROPN
spir-11340	7	13	jennifer	jennifer	PROPN
spir-11340	7	14	stromer	stromer	PROPN
spir-11340	7	15	-	-	PUNCT
spir-11340	7	16	galley	galley	NOUN
spir-11340	7	17	syracuse	syracuse	PROPN
spir-11340	7	18	university	university	PROPN
spir-11340	7	19	jeff	jeff	PROPN
spir-11340	7	20	hemsley	hemsley	PROPN
spir-11340	7	21	syracuse	syracuse	PROPN
spir-11340	7	22	university	university	PROPN
spir-11340	7	23	patricia	patricia	PROPN
spir-11340	7	24	rossini	rossini	PROPN
spir-11340	7	25	university	university	PROPN
spir-11340	7	26	of	of	ADP
spir-11340	7	27	liverpool	liverpool	PROPN
spir-11340	7	28	alex	alex	PROPN
spir-11340	7	29	smith	smith	PROPN
spir-11340	7	30	syracuse	syracuse	PROPN
spir-11340	7	31	university	university	PROPN
spir-11340	7	32	sarah	sarah	PROPN
spir-11340	7	33	bolden	bolden	PROPN
spir-11340	7	34	syracuse	syracuse	PROPN
spir-11340	7	35	university	university	NOUN
spir-11340	7	36	motivation	motivation	NOUN
spir-11340	7	37	and	and	CCONJ
spir-11340	7	38	background	background	NOUN
spir-11340	7	39	political	political	ADJ
spir-11340	7	40	campaigns	campaign	NOUN
spir-11340	7	41	use	use	VERB
spir-11340	7	42	their	their	PRON
spir-11340	7	43	twitter	twitter	NOUN
spir-11340	7	44	and	and	CCONJ
spir-11340	7	45	facebook	facebook	NOUN
spir-11340	7	46	accounts	account	NOUN
spir-11340	7	47	to	to	PART
spir-11340	7	48	undertake	undertake	VERB
spir-11340	7	49	a	a	DET
spir-11340	7	50	variety	variety	NOUN
spir-11340	7	51	of	of	ADP
spir-11340	7	52	different	different	ADJ
spir-11340	7	53	communication	communication	NOUN
spir-11340	7	54	strategies	strategy	NOUN
spir-11340	7	55	,	,	PUNCT
spir-11340	7	56	including	include	VERB
spir-11340	7	57	mobilizing	mobilize	VERB
spir-11340	7	58	supporters	supporter	NOUN
spir-11340	7	59	to	to	PART
spir-11340	7	60	act	act	VERB
spir-11340	7	61	,	,	PUNCT
spir-11340	7	62	shaping	shape	VERB
spir-11340	7	63	journalists	journalist	NOUN
spir-11340	7	64	’	'	PUNCT
spir-11340	7	65	and	and	CCONJ
spir-11340	7	66	supporters	supporter	NOUN
spir-11340	7	67	’	’	PART
spir-11340	7	68	understanding	understanding	NOUN
spir-11340	7	69	of	of	ADP
spir-11340	7	70	the	the	DET
spir-11340	7	71	candidate	candidate	NOUN
spir-11340	7	72	’s	’s	PART
spir-11340	7	73	policy	policy	NOUN
spir-11340	7	74	positions	position	NOUN
spir-11340	7	75	,	,	PUNCT
spir-11340	7	76	conveying	convey	VERB
spir-11340	7	77	the	the	DET
spir-11340	7	78	qualities	quality	NOUN
spir-11340	7	79	and	and	CCONJ
spir-11340	7	80	characteristics	characteristic	NOUN
spir-11340	7	81	the	the	DET
spir-11340	7	82	candidate	candidate	NOUN
spir-11340	7	83	has	have	VERB
spir-11340	7	84	to	to	PART
spir-11340	7	85	lead	lead	VERB
spir-11340	7	86	,	,	PUNCT
spir-11340	7	87	and	and	CCONJ
spir-11340	7	88	to	to	PART
spir-11340	7	89	differentiate	differentiate	VERB
spir-11340	7	90	themselves	themselves	PRON
spir-11340	7	91	from	from	ADP
spir-11340	7	92	their	their	PRON
spir-11340	7	93	opponents	opponent	NOUN
spir-11340	7	94	(	(	PUNCT
spir-11340	7	95	stromer	stromer	NOUN
spir-11340	7	96	-	-	PUNCT
spir-11340	7	97	galley	galley	NOUN
spir-11340	7	98	,	,	PUNCT
spir-11340	7	99	2019	2019	NUM
spir-11340	7	100	)	)	PUNCT
spir-11340	7	101	.	.	PUNCT
spir-11340	8	1	in	in	ADP
spir-11340	8	2	their	their	PRON
spir-11340	8	3	advertisements	advertisement	NOUN
spir-11340	8	4	,	,	PUNCT
spir-11340	8	5	political	political	ADJ
spir-11340	8	6	campaigns	campaign	NOUN
spir-11340	8	7	historically	historically	ADV
spir-11340	8	8	have	have	AUX
spir-11340	8	9	emphasized	emphasize	VERB
spir-11340	8	10	their	their	PRON
spir-11340	8	11	policy	policy	NOUN
spir-11340	8	12	positions	position	NOUN
spir-11340	8	13	more	more	ADV
spir-11340	8	14	so	so	ADV
spir-11340	8	15	than	than	ADP
spir-11340	8	16	their	their	PRON
spir-11340	8	17	own	own	ADJ
spir-11340	8	18	character	character	NOUN
spir-11340	8	19	and	and	CCONJ
spir-11340	8	20	ability	ability	NOUN
spir-11340	8	21	to	to	PART
spir-11340	8	22	lead	lead	VERB
spir-11340	8	23	(	(	PUNCT
spir-11340	8	24	johnston	johnston	PROPN
spir-11340	8	25	and	and	CCONJ
spir-11340	8	26	kaid	kaid	PROPN
spir-11340	8	27	,	,	PUNCT
spir-11340	8	28	2002	2002	NUM
spir-11340	8	29	)	)	PUNCT
spir-11340	8	30	.	.	PUNCT
spir-11340	9	1	as	as	SCONJ
spir-11340	9	2	campaigns	campaign	NOUN
spir-11340	9	3	have	have	AUX
spir-11340	9	4	expanded	expand	VERB
spir-11340	9	5	their	their	PRON
spir-11340	9	6	strategic	strategic	ADJ
spir-11340	9	7	communication	communication	NOUN
spir-11340	9	8	to	to	ADP
spir-11340	9	9	social	social	ADJ
spir-11340	9	10	media	medium	NOUN
spir-11340	9	11	,	,	PUNCT
spir-11340	9	12	we	we	PRON
spir-11340	9	13	aim	aim	VERB
spir-11340	9	14	to	to	PART
spir-11340	9	15	better	well	ADV
spir-11340	9	16	understand	understand	VERB
spir-11340	9	17	the	the	DET
spir-11340	9	18	dynamics	dynamic	NOUN
spir-11340	9	19	of	of	ADP
spir-11340	9	20	image	image	NOUN
spir-11340	9	21	and	and	CCONJ
spir-11340	9	22	issue	issue	NOUN
spir-11340	9	23	communication	communication	NOUN
spir-11340	9	24	by	by	ADP
spir-11340	9	25	the	the	DET
spir-11340	9	26	presidential	presidential	ADJ
spir-11340	9	27	candidates	candidate	NOUN
spir-11340	9	28	,	,	PUNCT
spir-11340	9	29	and	and	CCONJ
spir-11340	9	30	the	the	DET
spir-11340	9	31	public	public	NOUN
spir-11340	9	32	’s	’s	PART
spir-11340	9	33	engagement	engagement	NOUN
spir-11340	9	34	with	with	ADP
spir-11340	9	35	policy	policy	NOUN
spir-11340	9	36	topics	topic	NOUN
spir-11340	9	37	.	.	PUNCT
spir-11340	10	1	the	the	DET
spir-11340	10	2	questions	question	NOUN
spir-11340	10	3	that	that	PRON
spir-11340	10	4	drive	drive	VERB
spir-11340	10	5	our	our	PRON
spir-11340	10	6	study	study	NOUN
spir-11340	10	7	are	be	AUX
spir-11340	10	8	the	the	DET
spir-11340	10	9	following	follow	VERB
spir-11340	10	10	:	:	PUNCT
spir-11340	10	11	(	(	PUNCT
spir-11340	10	12	rq1	rq1	NOUN
spir-11340	10	13	)	)	PUNCT
spir-11340	10	14	do	do	AUX
spir-11340	10	15	candidates	candidate	NOUN
spir-11340	10	16	talk	talk	VERB
spir-11340	10	17	about	about	ADP
spir-11340	10	18	policy	policy	NOUN
spir-11340	10	19	(	(	PUNCT
spir-11340	10	20	advocating	advocate	VERB
spir-11340	10	21	for	for	ADP
spir-11340	10	22	theirs	theirs	PRON
spir-11340	10	23	or	or	CCONJ
spir-11340	10	24	attacking	attack	VERB
spir-11340	10	25	their	their	PRON
spir-11340	10	26	opponents	opponent	NOUN
spir-11340	10	27	’	'	PUNCT
spir-11340	10	28	)	)	PUNCT
spir-11340	10	29	more	more	ADV
spir-11340	10	30	so	so	ADV
spir-11340	10	31	than	than	ADP
spir-11340	10	32	their	their	PRON
spir-11340	10	33	character	character	NOUN
spir-11340	10	34	and	and	CCONJ
spir-11340	10	35	ability	ability	NOUN
spir-11340	10	36	to	to	PART
spir-11340	10	37	lead	lead	VERB
spir-11340	10	38	(	(	PUNCT
spir-11340	10	39	either	either	CCONJ
spir-11340	10	40	their	their	PRON
spir-11340	10	41	own	own	ADJ
spir-11340	10	42	ability	ability	NOUN
spir-11340	10	43	or	or	CCONJ
spir-11340	10	44	attacking	attack	VERB
spir-11340	10	45	that	that	PRON
spir-11340	10	46	of	of	ADP
spir-11340	10	47	their	their	PRON
spir-11340	10	48	opponent	opponent	NOUN
spir-11340	10	49	)	)	PUNCT
spir-11340	10	50	?	?	PUNCT
spir-11340	11	1	given	give	VERB
spir-11340	11	2	the	the	DET
spir-11340	11	3	large	large	ADJ
spir-11340	11	4	number	number	NOUN
spir-11340	11	5	of	of	ADP
spir-11340	11	6	candidates	candidate	NOUN
spir-11340	11	7	in	in	ADP
spir-11340	11	8	the	the	DET
spir-11340	11	9	race	race	NOUN
spir-11340	11	10	,	,	PUNCT
spir-11340	11	11	and	and	CCONJ
spir-11340	11	12	the	the	DET
spir-11340	11	13	prior	prior	ADJ
spir-11340	11	14	scholarship	scholarship	NOUN
spir-11340	11	15	that	that	PRON
spir-11340	11	16	suggests	suggest	VERB
spir-11340	11	17	that	that	SCONJ
spir-11340	11	18	the	the	DET
spir-11340	11	19	political	political	ADJ
spir-11340	11	20	parties	party	NOUN
spir-11340	11	21	own	own	VERB
spir-11340	11	22	certain	certain	ADJ
spir-11340	11	23	topics	topic	NOUN
spir-11340	11	24	(	(	PUNCT
spir-11340	11	25	petrocik	petrocik	X
spir-11340	11	26	,	,	PUNCT
spir-11340	11	27	1996	1996	NUM
spir-11340	11	28	)	)	PUNCT
spir-11340	11	29	and	and	CCONJ
spir-11340	11	30	that	that	SCONJ
spir-11340	11	31	political	political	ADJ
spir-11340	11	32	candidates	candidate	NOUN
spir-11340	11	33	will	will	AUX
spir-11340	11	34	work	work	VERB
spir-11340	11	35	to	to	PART
spir-11340	11	36	differentiate	differentiate	VERB
spir-11340	11	37	themselves	themselves	PRON
spir-11340	11	38	from	from	ADP
spir-11340	11	39	their	their	PRON
spir-11340	11	40	opponents	opponent	NOUN
spir-11340	11	41	by	by	ADP
spir-11340	11	42	owning	own	VERB
spir-11340	11	43	certain	certain	ADJ
spir-11340	11	44	policies	policy	NOUN
spir-11340	11	45	(	(	PUNCT
spir-11340	11	46	arbour	arbour	NOUN
spir-11340	11	47	,	,	PUNCT
spir-11340	11	48	2013	2013	NUM
spir-11340	11	49	)	)	PUNCT
spir-11340	11	50	,	,	PUNCT
spir-11340	11	51	we	we	PRON
spir-11340	11	52	ask	ask	VERB
spir-11340	11	53	:	:	PUNCT
spir-11340	11	54	(	(	PUNCT
spir-11340	11	55	rq2	rq2	NOUN
spir-11340	11	56	)	)	PUNCT
spir-11340	11	57	when	when	SCONJ
spir-11340	11	58	candidates	candidate	NOUN
spir-11340	11	59	talk	talk	VERB
spir-11340	11	60	on	on	ADP
spir-11340	11	61	policy	policy	NOUN
spir-11340	11	62	matters	matter	NOUN
spir-11340	11	63	,	,	PUNCT
spir-11340	11	64	what	what	DET
spir-11340	11	65	topics	topic	NOUN
spir-11340	11	66	do	do	AUX
spir-11340	11	67	they	they	PRON
spir-11340	11	68	emphasize	emphasize	VERB
spir-11340	11	69	,	,	PUNCT
spir-11340	11	70	and	and	CCONJ
spir-11340	11	71	are	be	AUX
spir-11340	11	72	there	there	PRON
spir-11340	11	73	specific	specific	ADJ
spir-11340	11	74	policy	policy	NOUN
spir-11340	11	75	topics	topic	NOUN
spir-11340	11	76	that	that	PRON
spir-11340	11	77	certain	certain	ADJ
spir-11340	11	78	candidates	candidate	NOUN
spir-11340	11	79	own	own	VERB
spir-11340	11	80	?	?	PUNCT
spir-11340	12	1	because	because	SCONJ
spir-11340	12	2	both	both	DET
spir-11340	12	3	facebook	facebook	NOUN
spir-11340	12	4	and	and	CCONJ
spir-11340	12	5	twitter	twitter	NOUN
spir-11340	12	6	enable	enable	VERB
spir-11340	12	7	the	the	DET
spir-11340	12	8	public	public	NOUN
spir-11340	12	9	to	to	PART
spir-11340	12	10	engage	engage	VERB
spir-11340	12	11	the	the	DET
spir-11340	12	12	candidates	candidate	NOUN
spir-11340	12	13	’	’	PART
spir-11340	12	14	posts	post	NOUN
spir-11340	12	15	,	,	PUNCT
spir-11340	12	16	we	we	PRON
spir-11340	12	17	can	can	AUX
spir-11340	12	18	further	far	ADV
spir-11340	12	19	examine	examine	VERB
spir-11340	12	20	if	if	SCONJ
spir-11340	12	21	the	the	DET
spir-11340	12	22	topics	topic	NOUN
spir-11340	12	23	that	that	PRON
spir-11340	12	24	candidates	candidate	NOUN
spir-11340	12	25	talk	talk	VERB
spir-11340	12	26	about	about	ADP
spir-11340	12	27	are	be	AUX
spir-11340	12	28	the	the	DET
spir-11340	12	29	ones	one	NOUN
spir-11340	12	30	engaged	engage	VERB
spir-11340	12	31	with	with	ADP
spir-11340	12	32	by	by	ADP
spir-11340	12	33	the	the	DET
spir-11340	12	34	public	public	NOUN
spir-11340	12	35	.	.	PUNCT
spir-11340	13	1	thus	thus	ADV
spir-11340	13	2	,	,	PUNCT
spir-11340	13	3	we	we	PRON
spir-11340	13	4	ask	ask	VERB
spir-11340	13	5	:	:	PUNCT
spir-11340	13	6	(	(	PUNCT
spir-11340	13	7	rq3	rq3	PROPN
spir-11340	13	8	)	)	PUNCT
spir-11340	13	9	does	do	AUX
spir-11340	13	10	the	the	DET
spir-11340	13	11	public	public	NOUN
spir-11340	13	12	engage	engage	VERB
spir-11340	13	13	more	more	ADV
spir-11340	13	14	with	with	ADP
spir-11340	13	15	certain	certain	ADJ
spir-11340	13	16	policy	policy	NOUN
spir-11340	13	17	topics	topic	NOUN
spir-11340	13	18	over	over	ADP
spir-11340	13	19	others	other	NOUN
spir-11340	13	20	?	?	PUNCT
spir-11340	14	1	finally	finally	ADV
spir-11340	14	2	,	,	PUNCT
spir-11340	14	3	as	as	SCONJ
spir-11340	14	4	candidates	candidate	NOUN
spir-11340	14	5	strategically	strategically	ADV
spir-11340	14	6	use	use	VERB
spir-11340	14	7	their	their	PRON
spir-11340	14	8	social	social	ADJ
spir-11340	14	9	media	medium	NOUN
spir-11340	14	10	accounts	account	NOUN
spir-11340	14	11	in	in	ADP
spir-11340	14	12	different	different	ADJ
spir-11340	14	13	ways	way	NOUN
spir-11340	14	14	(	(	PUNCT
spir-11340	14	15	bossetta	bossetta	NOUN
spir-11340	14	16	,	,	PUNCT
spir-11340	14	17	2018	2018	NUM
spir-11340	14	18	;	;	PUNCT
spir-11340	14	19	kreiss	kreiss	PROPN
spir-11340	14	20	,	,	PUNCT
spir-11340	14	21	lawrence	lawrence	PROPN
spir-11340	14	22	,	,	PUNCT
spir-11340	14	23	mcgregor	mcgregor	PROPN
spir-11340	14	24	,	,	PUNCT
spir-11340	14	25	2018	2018	NUM
spir-11340	14	26	)	)	PUNCT
spir-11340	14	27	,	,	PUNCT
spir-11340	14	28	we	we	PRON
spir-11340	14	29	ask	ask	VERB
spir-11340	14	30	:	:	PUNCT
spir-11340	14	31	(	(	PUNCT
spir-11340	14	32	rq4	rq4	NOUN
spir-11340	14	33	)	)	PUNCT
spir-11340	14	34	do	do	AUX
spir-11340	14	35	the	the	DET
spir-11340	14	36	candidates	candidate	NOUN
spir-11340	14	37	use	use	VERB
spir-11340	14	38	their	their	PRON
spir-11340	14	39	social	social	ADJ
spir-11340	14	40	media	medium	NOUN
spir-11340	14	41	accounts	account	NOUN
spir-11340	14	42	in	in	ADP
spir-11340	14	43	strategically	strategically	ADV
spir-11340	14	44	different	different	ADJ
spir-11340	14	45	ways	way	NOUN
spir-11340	14	46	?	?	PUNCT
spir-11340	15	1	methods	method	NOUN
spir-11340	15	2	we	we	PRON
spir-11340	15	3	studied	study	VERB
spir-11340	15	4	the	the	DET
spir-11340	15	5	candidates	candidate	NOUN
spir-11340	15	6	who	who	PRON
spir-11340	15	7	ran	run	VERB
spir-11340	15	8	during	during	ADP
spir-11340	15	9	the	the	DET
spir-11340	15	10	u.s	u.s	PROPN
spir-11340	15	11	.	.	PROPN
spir-11340	15	12	primaries	primary	NOUN
spir-11340	15	13	in	in	ADP
spir-11340	15	14	the	the	DET
spir-11340	15	15	2016	2016	NUM
spir-11340	15	16	presidential	presidential	ADJ
spir-11340	15	17	campaign	campaign	NOUN
spir-11340	15	18	.	.	PUNCT
spir-11340	16	1	we	we	PRON
spir-11340	16	2	collected	collect	VERB
spir-11340	16	3	the	the	DET
spir-11340	16	4	facebook	facebook	NOUN
spir-11340	16	5	and	and	CCONJ
spir-11340	16	6	twitter	twitter	NOUN
spir-11340	16	7	posts	post	NOUN
spir-11340	16	8	by	by	ADP
spir-11340	16	9	the	the	DET
spir-11340	16	10	17	17	NUM
spir-11340	16	11	viable	viable	ADJ
spir-11340	16	12	republican	republican	NOUN
spir-11340	16	13	and	and	CCONJ
spir-11340	16	14	5	5	NUM
spir-11340	16	15	viable	viable	ADJ
spir-11340	16	16	democratic	democratic	ADJ
spir-11340	16	17	candidates	candidate	NOUN
spir-11340	16	18	from	from	ADP
spir-11340	16	19	september	september	PROPN
spir-11340	16	20	1	1	NUM
spir-11340	16	21	,	,	PUNCT
spir-11340	16	22	2015	2015	NUM
spir-11340	16	23	through	through	ADP
spir-11340	16	24	march	march	PROPN
spir-11340	16	25	31st	31st	NOUN
spir-11340	16	26	,	,	PUNCT
spir-11340	16	27	2016	2016	NUM
spir-11340	16	28	,	,	PUNCT
spir-11340	16	29	when	when	SCONJ
spir-11340	16	30	the	the	DET
spir-11340	16	31	field	field	NOUN
spir-11340	16	32	had	have	AUX
spir-11340	16	33	narrowed	narrow	VERB
spir-11340	16	34	dramatically	dramatically	ADV
spir-11340	16	35	to	to	ADP
spir-11340	16	36	these	these	DET
spir-11340	16	37	finalists	finalist	NOUN
spir-11340	16	38	.	.	PUNCT
spir-11340	17	1	we	we	PRON
spir-11340	17	2	also	also	ADV
spir-11340	17	3	collected	collect	VERB
spir-11340	17	4	all	all	DET
spir-11340	17	5	firstlevel	firstlevel	NOUN
spir-11340	17	6	public	public	ADJ
spir-11340	17	7	comments	comment	NOUN
spir-11340	17	8	on	on	ADP
spir-11340	17	9	candidates	candidate	NOUN
spir-11340	17	10	’	'	PUNCT
spir-11340	17	11	facebook	facebook	NOUN
spir-11340	17	12	walls	wall	NOUN
spir-11340	17	13	and	and	CCONJ
spir-11340	17	14	all	all	DET
spir-11340	17	15	retweets	retweet	NOUN
spir-11340	17	16	and	and	CCONJ
spir-11340	17	17	@mentions	@mention	NOUN
spir-11340	17	18	of	of	ADP
spir-11340	17	19	candidate	candidate	NOUN
spir-11340	17	20	posts	post	NOUN
spir-11340	17	21	on	on	ADP
spir-11340	17	22	twitter	twitter	NOUN
spir-11340	17	23	.	.	PUNCT
spir-11340	18	1	we	we	PRON
spir-11340	18	2	used	use	VERB
spir-11340	18	3	human	human	NOUN
spir-11340	18	4	-	-	PUNCT
spir-11340	18	5	supervised	supervise	VERB
spir-11340	18	6	machine	machine	NOUN
spir-11340	18	7	learning	learn	VERB
spir-11340	18	8	techniques	technique	NOUN
spir-11340	18	9	to	to	PART
spir-11340	18	10	classify	classify	VERB
spir-11340	18	11	candidate	candidate	NOUN
spir-11340	18	12	posts	post	NOUN
spir-11340	18	13	on	on	ADP
spir-11340	18	14	whether	whether	SCONJ
spir-11340	18	15	they	they	PRON
spir-11340	18	16	were	be	AUX
spir-11340	18	17	issue	issue	NOUN
spir-11340	18	18	-	-	PUNCT
spir-11340	18	19	focused	focused	ADJ
spir-11340	18	20	,	,	PUNCT
spir-11340	18	21	image	image	NOUN
spir-11340	18	22	-	-	PUNCT
spir-11340	18	23	focused	focus	VERB
spir-11340	18	24	,	,	PUNCT
spir-11340	18	25	along	along	ADP
spir-11340	18	26	with	with	ADP
spir-11340	18	27	several	several	ADJ
spir-11340	18	28	other	other	ADJ
spir-11340	18	29	categories	category	NOUN
spir-11340	18	30	.	.	PUNCT
spir-11340	19	1	our	our	PRON
spir-11340	19	2	performance	performance	NOUN
spir-11340	19	3	using	use	VERB
spir-11340	19	4	this	this	DET
spir-11340	19	5	technique	technique	NOUN
spir-11340	19	6	has	have	VERB
spir-11340	19	7	an	an	DET
spir-11340	19	8	overall	overall	ADJ
spir-11340	19	9	f1	f1	NOUN
spir-11340	19	10	score	score	NOUN
spir-11340	19	11	of	of	ADP
spir-11340	19	12	.76	.76	NUM
spir-11340	19	13	or	or	CCONJ
spir-11340	19	14	higher	high	ADJ
spir-11340	19	15	on	on	ADP
spir-11340	19	16	the	the	DET
spir-11340	19	17	image	image	NOUN
spir-11340	19	18	and	and	CCONJ
spir-11340	19	19	the	the	DET
spir-11340	19	20	issue	issue	NOUN
spir-11340	19	21	classifications	classification	NOUN
spir-11340	19	22	for	for	ADP
spir-11340	19	23	twitter	twitter	NOUN
spir-11340	19	24	and	and	CCONJ
spir-11340	19	25	for	for	ADP
spir-11340	19	26	facebook	facebook	NOUN
spir-11340	19	27	.	.	PUNCT
spir-11340	20	1	we	we	PRON
spir-11340	20	2	also	also	ADV
spir-11340	20	3	built	build	VERB
spir-11340	20	4	lexicons	lexicon	NOUN
spir-11340	20	5	to	to	PART
spir-11340	20	6	classify	classify	VERB
spir-11340	20	7	candidate	candidate	NOUN
spir-11340	20	8	posts	post	NOUN
spir-11340	20	9	on	on	ADP
spir-11340	20	10	nine	nine	NUM
spir-11340	20	11	different	different	ADJ
spir-11340	20	12	political	political	ADJ
spir-11340	20	13	topics	topic	NOUN
spir-11340	20	14	(	(	PUNCT
spir-11340	20	15	economy	economy	NOUN
spir-11340	20	16	,	,	PUNCT
spir-11340	20	17	foreign	foreign	ADJ
spir-11340	20	18	policy	policy	NOUN
spir-11340	20	19	,	,	PUNCT
spir-11340	20	20	social	social	ADJ
spir-11340	20	21	and	and	CCONJ
spir-11340	20	22	cultural	cultural	ADJ
spir-11340	20	23	issues	issue	NOUN
spir-11340	20	24	,	,	PUNCT
spir-11340	20	25	social	social	ADJ
spir-11340	20	26	programs	program	NOUN
spir-11340	20	27	,	,	PUNCT
spir-11340	20	28	safety	safety	NOUN
spir-11340	20	29	,	,	PUNCT
spir-11340	20	30	military	military	NOUN
spir-11340	20	31	,	,	PUNCT
spir-11340	20	32	governance	governance	NOUN
spir-11340	20	33	,	,	PUNCT
spir-11340	20	34	immigration	immigration	NOUN
spir-11340	20	35	,	,	PUNCT
spir-11340	20	36	and	and	CCONJ
spir-11340	20	37	environment	environment	NOUN
spir-11340	20	38	)	)	PUNCT
spir-11340	20	39	.	.	PUNCT
spir-11340	21	1	we	we	PRON
spir-11340	21	2	validated	validate	VERB
spir-11340	21	3	our	our	PRON
spir-11340	21	4	lexicons	lexicon	NOUN
spir-11340	21	5	by	by	ADP
spir-11340	21	6	comparing	compare	VERB
spir-11340	21	7	human	human	ADJ
spir-11340	21	8	and	and	CCONJ
spir-11340	21	9	machine	machine	NOUN
spir-11340	21	10	scoring	scoring	NOUN
spir-11340	21	11	of	of	ADP
spir-11340	21	12	topics	topic	NOUN
spir-11340	21	13	on	on	ADP
spir-11340	21	14	a	a	DET
spir-11340	21	15	random	random	ADJ
spir-11340	21	16	sample	sample	NOUN
spir-11340	21	17	of	of	ADP
spir-11340	21	18	posts	post	NOUN
spir-11340	21	19	and	and	CCONJ
spir-11340	21	20	found	find	VERB
spir-11340	21	21	agreement	agreement	NOUN
spir-11340	21	22	of	of	ADP
spir-11340	21	23	75	75	NUM
spir-11340	21	24	%	%	NOUN
spir-11340	21	25	or	or	CCONJ
spir-11340	21	26	better	well	ADJ
spir-11340	21	27	on	on	ADP
spir-11340	21	28	each	each	DET
spir-11340	21	29	topic	topic	NOUN
spir-11340	21	30	.	.	PUNCT
spir-11340	22	1	using	use	VERB
spir-11340	22	2	clustering	clustering	ADJ
spir-11340	22	3	techniques	technique	NOUN
spir-11340	22	4	as	as	ADV
spir-11340	22	5	well	well	ADV
spir-11340	22	6	as	as	ADP
spir-11340	22	7	regression	regression	NOUN
spir-11340	22	8	analysis	analysis	NOUN
spir-11340	22	9	,	,	PUNCT
spir-11340	22	10	we	we	PRON
spir-11340	22	11	examined	examine	VERB
spir-11340	22	12	the	the	DET
spir-11340	22	13	volume	volume	NOUN
spir-11340	22	14	of	of	ADP
spir-11340	22	15	posts	post	NOUN
spir-11340	22	16	that	that	PRON
spir-11340	22	17	are	be	AUX
spir-11340	22	18	image	image	NOUN
spir-11340	22	19	and	and	CCONJ
spir-11340	22	20	issue	issue	NOUN
spir-11340	22	21	focused	focus	VERB
spir-11340	22	22	,	,	PUNCT
spir-11340	22	23	and	and	CCONJ
spir-11340	22	24	what	what	DET
spir-11340	22	25	topics	topic	NOUN
spir-11340	22	26	the	the	DET
spir-11340	22	27	different	different	ADJ
spir-11340	22	28	candidates	candidate	NOUN
spir-11340	22	29	analyze	analyze	VERB
spir-11340	22	30	.	.	PUNCT
spir-11340	23	1	preliminary	preliminary	ADJ
spir-11340	23	2	results	result	NOUN
spir-11340	23	3	to	to	PART
spir-11340	23	4	answer	answer	VERB
spir-11340	23	5	rq1	rq1	NOUN
spir-11340	23	6	regarding	regard	VERB
spir-11340	23	7	whether	whether	SCONJ
spir-11340	23	8	candidates	candidate	NOUN
spir-11340	23	9	are	be	AUX
spir-11340	23	10	more	more	ADV
spir-11340	23	11	likely	likely	ADJ
spir-11340	23	12	to	to	PART
spir-11340	23	13	post	post	VERB
spir-11340	23	14	issue	issue	NOUN
spir-11340	23	15	-	-	PUNCT
spir-11340	23	16	focused	focus	VERB
spir-11340	23	17	messages	message	NOUN
spir-11340	23	18	as	as	SCONJ
spir-11340	23	19	compared	compare	VERB
spir-11340	23	20	with	with	ADP
spir-11340	23	21	image	image	NOUN
spir-11340	23	22	-	-	PUNCT
spir-11340	23	23	focused	focus	VERB
spir-11340	23	24	messages	message	NOUN
spir-11340	23	25	,	,	PUNCT
spir-11340	23	26	we	we	PRON
spir-11340	23	27	analyzed	analyze	VERB
spir-11340	23	28	a	a	DET
spir-11340	23	29	total	total	NOUN
spir-11340	23	30	of	of	ADP
spir-11340	23	31	59011	59011	NUM
spir-11340	23	32	posts	post	NOUN
spir-11340	23	33	(	(	PUNCT
spir-11340	23	34	14550	14550	NUM
spir-11340	23	35	fb	fb	NOUN
spir-11340	23	36	,	,	PUNCT
spir-11340	23	37	44461	44461	NUM
spir-11340	23	38	tw	tw	NOUN
spir-11340	23	39	)	)	PUNCT
spir-11340	23	40	from	from	ADP
spir-11340	23	41	22	22	NUM
spir-11340	23	42	candidates	candidate	NOUN
spir-11340	23	43	.	.	PUNCT
spir-11340	24	1	of	of	ADP
spir-11340	24	2	all	all	PRON
spir-11340	24	3	of	of	ADP
spir-11340	24	4	the	the	DET
spir-11340	24	5	posts	post	NOUN
spir-11340	24	6	,	,	PUNCT
spir-11340	24	7	27.42	27.42	NUM
spir-11340	24	8	%	%	NOUN
spir-11340	24	9	were	be	AUX
spir-11340	24	10	labeled	label	VERB
spir-11340	24	11	as	as	ADP
spir-11340	24	12	“	"	PUNCT
spir-11340	24	13	issue	issue	NOUN
spir-11340	24	14	.	.	PUNCT
spir-11340	24	15	”	"	PUNCT
spir-11340	25	1	the	the	DET
spir-11340	25	2	rate	rate	NOUN
spir-11340	25	3	was	be	AUX
spir-11340	25	4	higher	high	ADJ
spir-11340	25	5	on	on	ADP
spir-11340	25	6	facebook	facebook	PROPN
spir-11340	25	7	at	at	ADP
spir-11340	25	8	34.39	34.39	NUM
spir-11340	25	9	%	%	NOUN
spir-11340	25	10	,	,	PUNCT
spir-11340	25	11	whereas	whereas	SCONJ
spir-11340	25	12	for	for	ADP
spir-11340	25	13	twitter	twitter	NOUN
spir-11340	25	14	it	it	PRON
spir-11340	25	15	was	be	AUX
spir-11340	25	16	25.14	25.14	NUM
spir-11340	25	17	%	%	NOUN
spir-11340	25	18	.	.	PUNCT
spir-11340	26	1	to	to	PART
spir-11340	26	2	answer	answer	VERB
spir-11340	26	3	rq2	rq2	NOUN
spir-11340	26	4	,	,	PUNCT
spir-11340	26	5	we	we	PRON
spir-11340	26	6	examined	examine	VERB
spir-11340	26	7	what	what	PRON
spir-11340	26	8	topics	topic	NOUN
spir-11340	26	9	candidates	candidate	NOUN
spir-11340	26	10	posted	post	VERB
spir-11340	26	11	on	on	ADP
spir-11340	26	12	and	and	CCONJ
spir-11340	26	13	clustered	cluster	VERB
spir-11340	26	14	them	they	PRON
spir-11340	26	15	by	by	ADP
spir-11340	26	16	percentage	percentage	NOUN
spir-11340	26	17	.	.	PUNCT
spir-11340	27	1	we	we	PRON
spir-11340	27	2	found	find	VERB
spir-11340	27	3	noteworthy	noteworthy	ADJ
spir-11340	27	4	patterns	pattern	NOUN
spir-11340	27	5	in	in	ADP
spir-11340	27	6	our	our	PRON
spir-11340	27	7	preliminary	preliminary	ADJ
spir-11340	27	8	analysis	analysis	NOUN
spir-11340	27	9	.	.	PUNCT
spir-11340	28	1	for	for	ADP
spir-11340	28	2	example	example	NOUN
spir-11340	28	3	,	,	PUNCT
spir-11340	28	4	we	we	PRON
spir-11340	28	5	noted	note	VERB
spir-11340	28	6	that	that	SCONJ
spir-11340	28	7	bernie	bernie	PROPN
spir-11340	28	8	sanders	sanders	PROPN
spir-11340	28	9	(	(	PUNCT
spir-11340	28	10	democrat	democrat	PROPN
spir-11340	28	11	)	)	PUNCT
spir-11340	28	12	posted	post	VERB
spir-11340	28	13	the	the	DET
spir-11340	28	14	most	most	ADV
spir-11340	28	15	economy	economy	NOUN
spir-11340	28	16	-	-	PUNCT
spir-11340	28	17	focused	focus	VERB
spir-11340	28	18	messages	message	NOUN
spir-11340	28	19	,	,	PUNCT
spir-11340	28	20	while	while	SCONJ
spir-11340	28	21	jeb	jeb	PROPN
spir-11340	28	22	bush	bush	PROPN
spir-11340	28	23	(	(	PUNCT
spir-11340	28	24	republican	republican	PROPN
spir-11340	28	25	)	)	PUNCT
spir-11340	28	26	was	be	AUX
spir-11340	28	27	the	the	DET
spir-11340	28	28	most	most	ADV
spir-11340	28	29	focused	focused	ADJ
spir-11340	28	30	on	on	ADP
spir-11340	28	31	foreign	foreign	ADJ
spir-11340	28	32	policy	policy	NOUN
spir-11340	28	33	.	.	PUNCT
spir-11340	29	1	we	we	PRON
spir-11340	29	2	saw	see	VERB
spir-11340	29	3	evidence	evidence	NOUN
spir-11340	29	4	for	for	ADP
spir-11340	29	5	partisan	partisan	ADJ
spir-11340	29	6	ownership	ownership	NOUN
spir-11340	29	7	of	of	ADP
spir-11340	29	8	some	some	DET
spir-11340	29	9	political	political	ADJ
spir-11340	29	10	issues	issue	NOUN
spir-11340	29	11	.	.	PUNCT
spir-11340	30	1	for	for	ADP
spir-11340	30	2	example	example	NOUN
spir-11340	30	3	,	,	PUNCT
spir-11340	30	4	republicans	republicans	PROPN
spir-11340	30	5	were	be	AUX
spir-11340	30	6	more	more	ADV
spir-11340	30	7	likely	likely	ADJ
spir-11340	30	8	to	to	PART
spir-11340	30	9	emphasize	emphasize	VERB
spir-11340	30	10	social	social	ADJ
spir-11340	30	11	and	and	CCONJ
spir-11340	30	12	cultural	cultural	ADJ
spir-11340	30	13	issues	issue	NOUN
spir-11340	30	14	as	as	SCONJ
spir-11340	30	15	compared	compare	VERB
spir-11340	30	16	with	with	ADP
spir-11340	30	17	democrats	democrat	NOUN
spir-11340	30	18	.	.	PUNCT
spir-11340	31	1	the	the	DET
spir-11340	31	2	democratic	democratic	ADJ
spir-11340	31	3	candidates	candidate	NOUN
spir-11340	31	4	largely	largely	ADV
spir-11340	31	5	focused	focus	VERB
spir-11340	31	6	on	on	ADP
spir-11340	31	7	domestic	domestic	ADJ
spir-11340	31	8	issues	issue	NOUN
spir-11340	31	9	,	,	PUNCT
spir-11340	31	10	with	with	ADP
spir-11340	31	11	the	the	DET
spir-11340	31	12	exception	exception	NOUN
spir-11340	31	13	of	of	ADP
spir-11340	31	14	jim	jim	PROPN
spir-11340	31	15	gilmore	gilmore	PROPN
spir-11340	31	16	.	.	PUNCT
spir-11340	32	1	to	to	PART
spir-11340	32	2	answer	answer	VERB
spir-11340	32	3	rq3	rq3	NOUN
spir-11340	32	4	,	,	PUNCT
spir-11340	32	5	we	we	PRON
spir-11340	32	6	will	will	AUX
spir-11340	32	7	examine	examine	VERB
spir-11340	32	8	the	the	DET
spir-11340	32	9	topics	topic	NOUN
spir-11340	32	10	the	the	DET
spir-11340	32	11	candidates	candidate	NOUN
spir-11340	32	12	posted	post	VERB
spir-11340	32	13	on	on	ADP
spir-11340	32	14	and	and	CCONJ
spir-11340	32	15	the	the	DET
spir-11340	32	16	amount	amount	NOUN
spir-11340	32	17	of	of	ADP
spir-11340	32	18	engagement	engagement	NOUN
spir-11340	32	19	for	for	ADP
spir-11340	32	20	those	those	DET
spir-11340	32	21	posts	post	NOUN
spir-11340	32	22	using	use	VERB
spir-11340	32	23	engagement	engagement	NOUN
spir-11340	32	24	metrics	metric	NOUN
spir-11340	32	25	of	of	ADP
spir-11340	32	26	likes	like	NOUN
spir-11340	32	27	and	and	CCONJ
spir-11340	32	28	retweets	retweet	NOUN
spir-11340	32	29	on	on	ADP
spir-11340	32	30	twitter	twitter	NOUN
spir-11340	32	31	and	and	CCONJ
spir-11340	32	32	likes	like	NOUN
spir-11340	32	33	,	,	PUNCT
spir-11340	32	34	shares	share	NOUN
spir-11340	32	35	,	,	PUNCT
spir-11340	32	36	and	and	CCONJ
spir-11340	32	37	comments	comment	NOUN
spir-11340	32	38	on	on	ADP
spir-11340	32	39	facebook	facebook	PROPN
spir-11340	32	40	.	.	PUNCT
spir-11340	33	1	preliminary	preliminary	ADJ
spir-11340	33	2	results	result	NOUN
spir-11340	33	3	of	of	ADP
spir-11340	33	4	rq4	rq4	NOUN
spir-11340	33	5	suggest	suggest	VERB
spir-11340	33	6	that	that	SCONJ
spir-11340	33	7	there	there	PRON
spir-11340	33	8	are	be	VERB
spir-11340	33	9	differences	difference	NOUN
spir-11340	33	10	in	in	ADP
spir-11340	33	11	what	what	PRON
spir-11340	33	12	the	the	DET
spir-11340	33	13	candidates	candidate	NOUN
spir-11340	33	14	post	post	VERB
spir-11340	33	15	on	on	ADP
spir-11340	33	16	facebook	facebook	NOUN
spir-11340	33	17	as	as	SCONJ
spir-11340	33	18	compared	compare	VERB
spir-11340	33	19	with	with	ADP
spir-11340	33	20	twitter	twitter	NOUN
spir-11340	33	21	.	.	PUNCT
spir-11340	34	1	for	for	ADP
spir-11340	34	2	example	example	NOUN
spir-11340	34	3	,	,	PUNCT
spir-11340	34	4	candidates	candidate	NOUN
spir-11340	34	5	in	in	ADP
spir-11340	34	6	our	our	PRON
spir-11340	34	7	set	set	NOUN
spir-11340	34	8	were	be	AUX
spir-11340	34	9	more	more	ADJ
spir-11340	34	10	issue	issue	NOUN
spir-11340	34	11	focused	focus	VERB
spir-11340	34	12	on	on	ADP
spir-11340	34	13	facebook	facebook	NOUN
spir-11340	34	14	than	than	ADP
spir-11340	34	15	on	on	ADP
spir-11340	34	16	twitter	twitter	NOUN
spir-11340	34	17	.	.	PUNCT
spir-11340	35	1	the	the	DET
spir-11340	35	2	platform	platform	NOUN
spir-11340	35	3	difference	difference	NOUN
spir-11340	35	4	is	be	AUX
spir-11340	35	5	highly	highly	ADV
spir-11340	35	6	significant	significant	ADJ
spir-11340	35	7	with	with	ADP
spir-11340	35	8	a	a	DET
spir-11340	35	9	chi	chi	PROPN
spir-11340	35	10	square	square	ADJ
spir-11340	35	11	test	test	NOUN
spir-11340	35	12	(	(	PUNCT
spir-11340	35	13	p	p	X
spir-11340	35	14	=	=	NOUN
spir-11340	35	15	0.000	0.000	NUM
spir-11340	35	16	)	)	PUNCT
spir-11340	35	17	.	.	PUNCT
spir-11340	36	1	discussion	discussion	NOUN
spir-11340	36	2	and	and	CCONJ
spir-11340	36	3	conclusions	conclusion	NOUN
spir-11340	36	4	our	our	PRON
spir-11340	36	5	results	result	NOUN
spir-11340	36	6	so	so	ADV
spir-11340	36	7	far	far	ADV
spir-11340	36	8	indicate	indicate	VERB
spir-11340	36	9	that	that	SCONJ
spir-11340	36	10	there	there	PRON
spir-11340	36	11	is	be	VERB
spir-11340	36	12	substantially	substantially	ADV
spir-11340	36	13	less	less	ADJ
spir-11340	36	14	communication	communication	NOUN
spir-11340	36	15	on	on	ADP
spir-11340	36	16	social	social	ADJ
spir-11340	36	17	media	medium	NOUN
spir-11340	36	18	about	about	ADP
spir-11340	36	19	the	the	DET
spir-11340	36	20	issues	issue	NOUN
spir-11340	36	21	than	than	SCONJ
spir-11340	36	22	we	we	PRON
spir-11340	36	23	have	have	AUX
spir-11340	36	24	historically	historically	ADV
spir-11340	36	25	seen	see	VERB
spir-11340	36	26	in	in	ADP
spir-11340	36	27	candidates	candidate	NOUN
spir-11340	36	28	’	'	PUNCT
spir-11340	36	29	paid	pay	VERB
spir-11340	36	30	advertising	advertising	NOUN
spir-11340	36	31	.	.	PUNCT
spir-11340	37	1	the	the	DET
spir-11340	37	2	implication	implication	NOUN
spir-11340	37	3	of	of	ADP
spir-11340	37	4	this	this	DET
spir-11340	37	5	finding	finding	NOUN
spir-11340	37	6	speaks	speak	VERB
spir-11340	37	7	to	to	ADP
spir-11340	37	8	the	the	DET
spir-11340	37	9	shifting	shift	VERB
spir-11340	37	10	emphasis	emphasis	NOUN
spir-11340	37	11	in	in	ADP
spir-11340	37	12	u.s	u.s	PROPN
spir-11340	37	13	.	.	PROPN
spir-11340	37	14	politics	politic	NOUN
spir-11340	37	15	to	to	ADP
spir-11340	37	16	the	the	DET
spir-11340	37	17	character	character	NOUN
spir-11340	37	18	and	and	CCONJ
spir-11340	37	19	personality	personality	NOUN
spir-11340	37	20	of	of	ADP
spir-11340	37	21	the	the	DET
spir-11340	37	22	candidates	candidate	NOUN
spir-11340	37	23	over	over	ADP
spir-11340	37	24	their	their	PRON
spir-11340	37	25	policy	policy	NOUN
spir-11340	37	26	positions	position	NOUN
spir-11340	37	27	.	.	PUNCT
spir-11340	38	1	political	political	ADJ
spir-11340	38	2	communication	communication	NOUN
spir-11340	38	3	scholars	scholar	NOUN
spir-11340	38	4	have	have	AUX
spir-11340	38	5	long	long	ADV
spir-11340	38	6	observed	observe	VERB
spir-11340	38	7	the	the	DET
spir-11340	38	8	shifting	shift	VERB
spir-11340	38	9	relationship	relationship	NOUN
spir-11340	38	10	between	between	ADP
spir-11340	38	11	political	political	ADJ
spir-11340	38	12	candidates	candidate	NOUN
spir-11340	38	13	,	,	PUNCT
spir-11340	38	14	their	their	PRON
spir-11340	38	15	party	party	NOUN
spir-11340	38	16	,	,	PUNCT
spir-11340	38	17	and	and	CCONJ
spir-11340	38	18	the	the	DET
spir-11340	38	19	centrality	centrality	NOUN
spir-11340	38	20	of	of	ADP
spir-11340	38	21	each	each	PRON
spir-11340	38	22	to	to	ADP
spir-11340	38	23	the	the	DET
spir-11340	38	24	voting	vote	VERB
spir-11340	38	25	public	public	NOUN
spir-11340	38	26	in	in	ADP
spir-11340	38	27	the	the	DET
spir-11340	38	28	united	united	PROPN
spir-11340	38	29	states	states	PROPN
spir-11340	38	30	(	(	PUNCT
spir-11340	38	31	hacker	hacker	NOUN
spir-11340	38	32	,	,	PUNCT
spir-11340	38	33	2004	2004	NUM
spir-11340	38	34	;	;	PUNCT
spir-11340	38	35	jamieson	jamieson	PROPN
spir-11340	38	36	,	,	PUNCT
spir-11340	38	37	1996	1996	NUM
spir-11340	38	38	)	)	PUNCT
spir-11340	38	39	.	.	PUNCT
spir-11340	39	1	moreover	moreover	ADV
spir-11340	39	2	,	,	PUNCT
spir-11340	39	3	the	the	DET
spir-11340	39	4	emphasis	emphasis	NOUN
spir-11340	39	5	on	on	ADP
spir-11340	39	6	communicating	communicate	VERB
spir-11340	39	7	authenticity	authenticity	NOUN
spir-11340	39	8	(	(	PUNCT
spir-11340	39	9	enli	enli	NOUN
spir-11340	39	10	,	,	PUNCT
spir-11340	39	11	2015	2015	NUM
spir-11340	39	12	)	)	PUNCT
spir-11340	39	13	and	and	CCONJ
spir-11340	39	14	promoting	promote	VERB
spir-11340	39	15	celebrity	celebrity	NOUN
spir-11340	39	16	(	(	PUNCT
spir-11340	39	17	abidin	abidin	PROPN
spir-11340	39	18	,	,	PUNCT
spir-11340	39	19	2018	2018	NUM
spir-11340	39	20	)	)	PUNCT
spir-11340	39	21	on	on	ADP
spir-11340	39	22	social	social	ADJ
spir-11340	39	23	media	medium	NOUN
spir-11340	39	24	seems	seem	VERB
spir-11340	39	25	to	to	PART
spir-11340	39	26	extend	extend	VERB
spir-11340	39	27	to	to	ADP
spir-11340	39	28	political	political	ADJ
spir-11340	39	29	candidates	candidate	NOUN
spir-11340	39	30	and	and	CCONJ
spir-11340	39	31	the	the	DET
spir-11340	39	32	ways	way	NOUN
spir-11340	39	33	they	they	PRON
spir-11340	39	34	communicate	communicate	VERB
spir-11340	39	35	online	online	ADV
spir-11340	39	36	.	.	PUNCT
spir-11340	40	1	functionally	functionally	ADV
spir-11340	40	2	,	,	PUNCT
spir-11340	40	3	our	our	PRON
spir-11340	40	4	public	public	ADJ
spir-11340	40	5	sphere	sphere	NOUN
spir-11340	40	6	is	be	AUX
spir-11340	40	7	deprived	deprive	VERB
spir-11340	40	8	of	of	ADP
spir-11340	40	9	articulation	articulation	NOUN
spir-11340	40	10	and	and	CCONJ
spir-11340	40	11	deliberation	deliberation	NOUN
spir-11340	40	12	of	of	ADP
spir-11340	40	13	public	public	ADJ
spir-11340	40	14	concerns	concern	NOUN
spir-11340	40	15	and	and	CCONJ
spir-11340	40	16	how	how	SCONJ
spir-11340	40	17	political	political	ADJ
spir-11340	40	18	elites	elite	NOUN
spir-11340	40	19	propose	propose	VERB
spir-11340	40	20	to	to	PART
spir-11340	40	21	solve	solve	VERB
spir-11340	40	22	them	they	PRON
spir-11340	40	23	.	.	PUNCT
spir-11340	41	1	we	we	PRON
spir-11340	41	2	also	also	ADV
spir-11340	41	3	see	see	VERB
spir-11340	41	4	from	from	ADP
spir-11340	41	5	our	our	PRON
spir-11340	41	6	preliminary	preliminary	ADJ
spir-11340	41	7	results	result	NOUN
spir-11340	41	8	that	that	SCONJ
spir-11340	41	9	the	the	DET
spir-11340	41	10	candidates	candidate	NOUN
spir-11340	41	11	use	use	VERB
spir-11340	41	12	their	their	PRON
spir-11340	41	13	social	social	ADJ
spir-11340	41	14	media	medium	NOUN
spir-11340	41	15	platforms	platform	NOUN
spir-11340	41	16	for	for	ADP
spir-11340	41	17	different	different	ADJ
spir-11340	41	18	strategic	strategic	ADJ
spir-11340	41	19	emphasis	emphasis	NOUN
spir-11340	41	20	,	,	PUNCT
spir-11340	41	21	with	with	ADP
spir-11340	41	22	more	more	ADJ
spir-11340	41	23	policy	policy	NOUN
spir-11340	41	24	discussion	discussion	NOUN
spir-11340	41	25	happening	happen	VERB
spir-11340	41	26	on	on	ADP
spir-11340	41	27	facebook	facebook	PROPN
spir-11340	41	28	.	.	PUNCT
spir-11340	42	1	this	this	PRON
spir-11340	42	2	may	may	AUX
spir-11340	42	3	be	be	AUX
spir-11340	42	4	because	because	SCONJ
spir-11340	42	5	,	,	PUNCT
spir-11340	42	6	as	as	SCONJ
spir-11340	42	7	kreiss	kreiss	NOUN
spir-11340	42	8	,	,	PUNCT
spir-11340	42	9	lawrence	lawrence	NOUN
spir-11340	42	10	,	,	PUNCT
spir-11340	42	11	and	and	CCONJ
spir-11340	42	12	mcgregor	mcgregor	PROPN
spir-11340	42	13	(	(	PUNCT
spir-11340	42	14	2018	2018	NUM
spir-11340	42	15	)	)	PUNCT
spir-11340	42	16	find	find	VERB
spir-11340	42	17	from	from	ADP
spir-11340	42	18	their	their	PRON
spir-11340	42	19	interviews	interview	NOUN
spir-11340	42	20	with	with	ADP
spir-11340	42	21	digital	digital	ADJ
spir-11340	42	22	campaign	campaign	NOUN
spir-11340	42	23	staff	staff	NOUN
spir-11340	42	24	,	,	PUNCT
spir-11340	42	25	campaigns	campaign	NOUN
spir-11340	42	26	see	see	VERB
spir-11340	42	27	facebook	facebook	NOUN
spir-11340	42	28	as	as	ADP
spir-11340	42	29	a	a	DET
spir-11340	42	30	platform	platform	NOUN
spir-11340	42	31	where	where	SCONJ
spir-11340	42	32	they	they	PRON
spir-11340	42	33	are	be	AUX
spir-11340	42	34	more	more	ADV
spir-11340	42	35	likely	likely	ADJ
spir-11340	42	36	to	to	PART
spir-11340	42	37	communicate	communicate	VERB
spir-11340	42	38	with	with	ADP
spir-11340	42	39	supporters	supporter	NOUN
spir-11340	42	40	and	and	CCONJ
spir-11340	42	41	thus	thus	ADV
spir-11340	42	42	want	want	VERB
spir-11340	42	43	to	to	PART
spir-11340	42	44	provide	provide	VERB
spir-11340	42	45	additional	additional	ADJ
spir-11340	42	46	arguments	argument	NOUN
spir-11340	42	47	to	to	PART
spir-11340	42	48	support	support	VERB
spir-11340	42	49	their	their	PRON
spir-11340	42	50	candidate	candidate	NOUN
spir-11340	42	51	based	base	VERB
spir-11340	42	52	on	on	ADP
spir-11340	42	53	policy	policy	NOUN
spir-11340	42	54	.	.	PUNCT
spir-11340	43	1	twitter	twitter	NOUN
spir-11340	43	2	,	,	PUNCT
spir-11340	43	3	on	on	ADP
spir-11340	43	4	the	the	DET
spir-11340	43	5	other	other	ADJ
spir-11340	43	6	hand	hand	NOUN
spir-11340	43	7	,	,	PUNCT
spir-11340	43	8	is	be	AUX
spir-11340	43	9	used	use	VERB
spir-11340	43	10	to	to	PART
spir-11340	43	11	talk	talk	VERB
spir-11340	43	12	more	more	ADV
spir-11340	43	13	directly	directly	ADV
spir-11340	43	14	with	with	ADP
spir-11340	43	15	journalists	journalist	NOUN
spir-11340	43	16	and	and	CCONJ
spir-11340	43	17	set	set	VERB
spir-11340	43	18	the	the	DET
spir-11340	43	19	news	news	NOUN
spir-11340	43	20	agenda	agenda	NOUN
spir-11340	43	21	.	.	PUNCT
spir-11340	44	1	limitations	limitation	NOUN
spir-11340	44	2	to	to	ADP
spir-11340	44	3	the	the	DET
spir-11340	44	4	study	study	NOUN
spir-11340	44	5	include	include	VERB
spir-11340	44	6	the	the	DET
spir-11340	44	7	methodological	methodological	ADJ
spir-11340	44	8	challenges	challenge	NOUN
spir-11340	44	9	of	of	ADP
spir-11340	44	10	lexicon	lexicon	NOUN
spir-11340	44	11	-	-	PUNCT
spir-11340	44	12	based	base	VERB
spir-11340	44	13	classification	classification	NOUN
spir-11340	44	14	,	,	PUNCT
spir-11340	44	15	including	include	VERB
spir-11340	44	16	the	the	DET
spir-11340	44	17	risk	risk	NOUN
spir-11340	44	18	of	of	ADP
spir-11340	44	19	low	low	ADJ
spir-11340	44	20	recall	recall	NOUN
spir-11340	44	21	given	give	VERB
spir-11340	44	22	the	the	DET
spir-11340	44	23	variance	variance	NOUN
spir-11340	44	24	in	in	ADP
spir-11340	44	25	words	word	NOUN
spir-11340	44	26	used	use	VERB
spir-11340	44	27	to	to	PART
spir-11340	44	28	convey	convey	VERB
spir-11340	44	29	issues	issue	NOUN
spir-11340	44	30	.	.	PUNCT
spir-11340	45	1	references	reference	NOUN
spir-11340	45	2	abidin	abidin	PROPN
spir-11340	45	3	,	,	PUNCT
spir-11340	45	4	c.	c.	PROPN
spir-11340	45	5	(	(	PUNCT
spir-11340	45	6	2018	2018	NUM
spir-11340	45	7	)	)	PUNCT
spir-11340	45	8	.	.	PUNCT
spir-11340	46	1	internet	internet	NOUN
spir-11340	46	2	celebrity	celebrity	NOUN
spir-11340	46	3	:	:	PUNCT
spir-11340	46	4	understanding	understand	VERB
spir-11340	46	5	fame	fame	NOUN
spir-11340	46	6	online	online	ADV
spir-11340	46	7	.	.	PUNCT
spir-11340	47	1	united	united	PROPN
spir-11340	47	2	kingdom	kingdom	PROPN
spir-11340	47	3	:	:	PUNCT
spir-11340	47	4	emerald	emerald	NOUN
spir-11340	47	5	publishing	publishing	NOUN
spir-11340	47	6	bossetta	bossetta	NOUN
spir-11340	47	7	,	,	PUNCT
spir-11340	47	8	m.	m.	NOUN
spir-11340	47	9	(	(	PUNCT
spir-11340	47	10	2018	2018	NUM
spir-11340	47	11	)	)	PUNCT
spir-11340	47	12	.	.	PUNCT
spir-11340	48	1	the	the	DET
spir-11340	48	2	digital	digital	ADJ
spir-11340	48	3	architectures	architecture	NOUN
spir-11340	48	4	of	of	ADP
spir-11340	48	5	social	social	ADJ
spir-11340	48	6	media	medium	NOUN
spir-11340	48	7	:	:	PUNCT
spir-11340	48	8	comparing	compare	VERB
spir-11340	48	9	political	political	ADJ
spir-11340	48	10	campaigning	campaigning	NOUN
spir-11340	48	11	on	on	ADP
spir-11340	48	12	facebook	facebook	PROPN
spir-11340	48	13	,	,	PUNCT
spir-11340	48	14	twitter	twitter	NOUN
spir-11340	48	15	,	,	PUNCT
spir-11340	48	16	instagram	instagram	PROPN
spir-11340	48	17	,	,	PUNCT
spir-11340	48	18	and	and	CCONJ
spir-11340	48	19	snapchat	snapchat	PROPN
spir-11340	48	20	in	in	ADP
spir-11340	48	21	the	the	DET
spir-11340	48	22	2016	2016	NUM
spir-11340	48	23	us	us	PROPN
spir-11340	48	24	election	election	NOUN
spir-11340	48	25	.	.	PUNCT
spir-11340	49	1	journalism	journalism	NOUN
spir-11340	49	2	&	&	CCONJ
spir-11340	49	3	mass	mass	PROPN
spir-11340	49	4	communication	communication	PROPN
spir-11340	49	5	quarterly	quarterly	ADV
spir-11340	49	6	,	,	PUNCT
spir-11340	49	7	95(2	95(2	NOUN
spir-11340	49	8	)	)	PUNCT
spir-11340	49	9	,	,	PUNCT
spir-11340	49	10	471	471	NUM
spir-11340	49	11	-	-	SYM
spir-11340	49	12	496	496	NUM
spir-11340	49	13	.	.	PUNCT
spir-11340	50	1	doi:10.1177/1077699018763307	doi:10.1177/1077699018763307	PROPN
spir-11340	50	2	enli	enli	PROPN
spir-11340	50	3	,	,	PUNCT
spir-11340	50	4	g.	g.	PROPN
spir-11340	50	5	(	(	PUNCT
spir-11340	50	6	2015	2015	NUM
spir-11340	50	7	)	)	PUNCT
spir-11340	50	8	.	.	PUNCT
spir-11340	51	1	mediated	mediate	VERB
spir-11340	51	2	authenticity	authenticity	NOUN
spir-11340	51	3	:	:	PUNCT
spir-11340	51	4	how	how	SCONJ
spir-11340	51	5	the	the	DET
spir-11340	51	6	media	medium	NOUN
spir-11340	51	7	constructs	construct	VERB
spir-11340	51	8	reality	reality	NOUN
spir-11340	51	9	.	.	PUNCT
spir-11340	52	1	peter	peter	PROPN
spir-11340	52	2	lang	lang	PROPN
spir-11340	52	3	.	.	PUNCT
spir-11340	53	1	hacker	hacker	PROPN
spir-11340	53	2	,	,	PUNCT
spir-11340	53	3	k.	k.	PROPN
spir-11340	53	4	l.	l.	PROPN
spir-11340	53	5	(	(	PUNCT
spir-11340	53	6	2004	2004	NUM
spir-11340	53	7	)	)	PUNCT
spir-11340	53	8	.	.	PUNCT
spir-11340	54	1	introduction	introduction	NOUN
spir-11340	54	2	:	:	PUNCT
spir-11340	54	3	the	the	DET
spir-11340	54	4	continued	continue	VERB
spir-11340	54	5	importance	importance	NOUN
spir-11340	54	6	of	of	ADP
spir-11340	54	7	the	the	DET
spir-11340	54	8	candidate	candidate	NOUN
spir-11340	54	9	image	image	NOUN
spir-11340	54	10	construct	construct	VERB
spir-11340	54	11	.	.	PUNCT
spir-11340	55	1	in	in	ADP
spir-11340	55	2	k.	k.	PROPN
spir-11340	55	3	l.	l.	PROPN
spir-11340	55	4	hacker	hacker	PROPN
spir-11340	55	5	(	(	PUNCT
spir-11340	55	6	ed	ed	NOUN
spir-11340	55	7	.	.	PUNCT
spir-11340	55	8	)	)	PUNCT
spir-11340	55	9	,	,	PUNCT
spir-11340	55	10	presidential	presidential	ADJ
spir-11340	55	11	candidate	candidate	NOUN
spir-11340	55	12	images	image	NOUN
spir-11340	55	13	(	(	PUNCT
spir-11340	55	14	pp	pp	ADJ
spir-11340	55	15	.	.	PUNCT
spir-11340	55	16	1	1	NUM
spir-11340	55	17	-	-	SYM
spir-11340	55	18	20	20	NUM
spir-11340	55	19	)	)	PUNCT
spir-11340	55	20	.	.	PUNCT
spir-11340	56	1	oxford	oxford	PROPN
spir-11340	56	2	,	,	PUNCT
spir-11340	56	3	uk	uk	PROPN
spir-11340	56	4	:	:	PUNCT
spir-11340	56	5	rowman	rowman	PROPN
spir-11340	56	6	&	&	CCONJ
spir-11340	56	7	littlefield	littlefield	PROPN
spir-11340	56	8	publishers	publisher	NOUN
spir-11340	56	9	.	.	PUNCT
spir-11340	57	1	jamieson	jamieson	PROPN
spir-11340	57	2	,	,	PUNCT
spir-11340	57	3	k	k	PROPN
spir-11340	57	4	h.	h.	PROPN
spir-11340	57	5	(	(	PUNCT
spir-11340	57	6	1996	1996	NUM
spir-11340	57	7	)	)	PUNCT
spir-11340	57	8	.	.	PUNCT
spir-11340	58	1	packaging	package	VERB
spir-11340	58	2	the	the	DET
spir-11340	58	3	presidency	presidency	NOUN
spir-11340	58	4	(	(	PUNCT
spir-11340	58	5	2nd	2nd	ADJ
spir-11340	58	6	ed	ed	NOUN
spir-11340	58	7	.	.	PUNCT
spir-11340	58	8	)	)	PUNCT
spir-11340	58	9	.	.	PUNCT
spir-11340	59	1	oxford	oxford	PROPN
spir-11340	59	2	university	university	PROPN
spir-11340	59	3	press	press	NOUN
spir-11340	59	4	.	.	PUNCT
spir-11340	60	1	johnston	johnston	PROPN
spir-11340	60	2	,	,	PUNCT
spir-11340	60	3	a.	a.	PROPN
spir-11340	60	4	,	,	PUNCT
spir-11340	60	5	&	&	CCONJ
spir-11340	60	6	kaid	kaid	PROPN
spir-11340	60	7	,	,	PUNCT
spir-11340	60	8	l.	l.	PROPN
spir-11340	60	9	l.	l.	PROPN
spir-11340	60	10	(	(	PUNCT
spir-11340	60	11	2002	2002	NUM
spir-11340	60	12	)	)	PUNCT
spir-11340	60	13	.	.	PUNCT
spir-11340	61	1	image	image	NOUN
spir-11340	61	2	ads	ad	NOUN
spir-11340	61	3	and	and	CCONJ
spir-11340	61	4	issue	issue	VERB
spir-11340	61	5	ads	ad	NOUN
spir-11340	61	6	in	in	ADP
spir-11340	61	7	u.s	u.s	PROPN
spir-11340	61	8	.	.	PROPN
spir-11340	61	9	presidential	presidential	ADJ
spir-11340	61	10	advertising	advertising	NOUN
spir-11340	61	11	:	:	PUNCT
spir-11340	61	12	using	use	VERB
spir-11340	61	13	videostyle	videostyle	NOUN
spir-11340	61	14	to	to	PART
spir-11340	61	15	explore	explore	VERB
spir-11340	61	16	stylistic	stylistic	ADJ
spir-11340	61	17	differences	difference	NOUN
spir-11340	61	18	in	in	ADP
spir-11340	61	19	televised	televise	VERB
spir-11340	61	20	political	political	ADJ
spir-11340	61	21	ads	ad	NOUN
spir-11340	61	22	from	from	ADP
spir-11340	61	23	1952	1952	NUM
spir-11340	61	24	to	to	ADP
spir-11340	61	25	2000	2000	NUM
spir-11340	61	26	.	.	PUNCT
spir-11340	62	1	journal	journal	NOUN
spir-11340	62	2	of	of	ADP
spir-11340	62	3	communication	communication	NOUN
spir-11340	62	4	,	,	PUNCT
spir-11340	62	5	52	52	NUM
spir-11340	62	6	,	,	PUNCT
spir-11340	62	7	281	281	NUM
spir-11340	62	8	-	-	SYM
spir-11340	62	9	300	300	NUM
spir-11340	62	10	kreiss	kreiss	NOUN
spir-11340	62	11	,	,	PUNCT
spir-11340	62	12	d.	d.	PROPN
spir-11340	62	13	,	,	PUNCT
spir-11340	62	14	lawrence	lawrence	PROPN
spir-11340	62	15	,	,	PUNCT
spir-11340	62	16	r.	r.	PROPN
spir-11340	62	17	g.	g.	PROPN
spir-11340	62	18	,	,	PUNCT
spir-11340	62	19	&	&	CCONJ
spir-11340	62	20	mcgregor	mcgregor	PROPN
spir-11340	62	21	,	,	PUNCT
spir-11340	62	22	s.	s.	PROPN
spir-11340	62	23	c.	c.	PROPN
spir-11340	62	24	(	(	PUNCT
spir-11340	62	25	2018	2018	NUM
spir-11340	62	26	)	)	PUNCT
spir-11340	62	27	.	.	PUNCT
spir-11340	63	1	in	in	ADP
spir-11340	63	2	their	their	PRON
spir-11340	63	3	own	own	ADJ
spir-11340	63	4	words	word	NOUN
spir-11340	63	5	:	:	PUNCT
spir-11340	63	6	political	political	ADJ
spir-11340	63	7	practitioner	practitioner	NOUN
spir-11340	63	8	accounts	account	NOUN
spir-11340	63	9	of	of	ADP
spir-11340	63	10	candidates	candidate	NOUN
spir-11340	63	11	,	,	PUNCT
spir-11340	63	12	audiences	audience	NOUN
spir-11340	63	13	,	,	PUNCT
spir-11340	63	14	affordances	affordance	NOUN
spir-11340	63	15	,	,	PUNCT
spir-11340	63	16	genres	genre	NOUN
spir-11340	63	17	,	,	PUNCT
spir-11340	63	18	and	and	CCONJ
spir-11340	63	19	timing	timing	NOUN
spir-11340	63	20	of	of	ADP
spir-11340	63	21	strategic	strategic	ADJ
spir-11340	63	22	social	social	ADJ
spir-11340	63	23	media	medium	NOUN
spir-11340	63	24	use	use	NOUN
spir-11340	63	25	.	.	PUNCT
spir-11340	64	1	political	political	ADJ
spir-11340	64	2	communication	communication	NOUN
spir-11340	64	3	,	,	PUNCT
spir-11340	64	4	25	25	NUM
spir-11340	64	5	(	(	PUNCT
spir-11340	64	6	1	1	NUM
spir-11340	64	7	)	)	PUNCT
spir-11340	64	8	,	,	PUNCT
spir-11340	64	9	8	8	NUM
spir-11340	64	10	-	-	SYM
spir-11340	64	11	31	31	NUM
spir-11340	64	12	.	.	PUNCT
spir-11340	65	1	doi:10.1080/10584609.2017.1334727	doi:10.1080/10584609.2017.1334727	PROPN
spir-11340	65	2	.	.	PROPN
spir-11340	65	3	petrocik	petrocik	PROPN
spir-11340	65	4	,	,	PUNCT
spir-11340	65	5	j.	j.	PROPN
spir-11340	65	6	r.	r.	PROPN
spir-11340	65	7	(	(	PUNCT
spir-11340	65	8	1996	1996	NUM
spir-11340	65	9	)	)	PUNCT
spir-11340	65	10	.	.	PUNCT
spir-11340	66	1	issue	issue	NOUN
spir-11340	66	2	ownership	ownership	NOUN
spir-11340	66	3	in	in	ADP
spir-11340	66	4	presidential	presidential	ADJ
spir-11340	66	5	elections	election	NOUN
spir-11340	66	6	,	,	PUNCT
spir-11340	66	7	with	with	ADP
spir-11340	66	8	a	a	DET
spir-11340	66	9	1980	1980	NUM
spir-11340	66	10	case	case	NOUN
spir-11340	66	11	study	study	NOUN
spir-11340	66	12	.	.	PUNCT
spir-11340	67	1	american	american	PROPN
spir-11340	67	2	journal	journal	PROPN
spir-11340	67	3	of	of	ADP
spir-11340	67	4	political	political	ADJ
spir-11340	67	5	science	science	NOUN
spir-11340	67	6	,	,	PUNCT
spir-11340	67	7	40	40	NUM
spir-11340	67	8	(	(	PUNCT
spir-11340	67	9	3	3	NUM
spir-11340	67	10	)	)	PUNCT
spir-11340	67	11	,	,	PUNCT
spir-11340	67	12	825	825	NUM
spir-11340	67	13	-	-	SYM
spir-11340	67	14	850	850	NUM
spir-11340	67	15	.	.	PUNCT
spir-11340	68	1	stromer	stromer	NOUN
spir-11340	68	2	-	-	PUNCT
spir-11340	68	3	galley	galley	NOUN
spir-11340	68	4	,	,	PUNCT
spir-11340	68	5	j.	j.	PROPN
spir-11340	68	6	(	(	PUNCT
spir-11340	68	7	2019	2019	NUM
spir-11340	68	8	)	)	PUNCT
spir-11340	68	9	.	.	PUNCT
spir-11340	69	1	presidential	presidential	ADJ
spir-11340	69	2	campaigning	campaigning	NOUN
spir-11340	69	3	in	in	ADP
spir-11340	69	4	the	the	DET
spir-11340	69	5	internet	internet	NOUN
spir-11340	69	6	age	age	NOUN
spir-11340	69	7	(	(	PUNCT
spir-11340	69	8	2nd	2nd	ADJ
spir-11340	69	9	ed	ed	NOUN
spir-11340	69	10	.	.	PUNCT
spir-11340	69	11	)	)	PUNCT
spir-11340	69	12	.	.	PUNCT
spir-11340	70	1	oxford	oxford	PROPN
spir-11340	70	2	university	university	PROPN
spir-11340	70	3	press	press	NOUN
spir-11340	70	4	.	.	PUNCT