id	sid	tid	token	lemma	pos
spir-8405	1	1	selected	select	VERB
spir-8405	1	2	papers	paper	NOUN
spir-8405	1	3	of	of	ADP
spir-8405	1	4	internet	internet	NOUN
spir-8405	1	5	research	research	NOUN
spir-8405	1	6	16	16	NUM
spir-8405	1	7	:	:	PUNCT
spir-8405	1	8	the	the	DET
spir-8405	1	9	16th	16th	ADJ
spir-8405	1	10	annual	annual	ADJ
spir-8405	1	11	meeting	meeting	NOUN
spir-8405	1	12	of	of	ADP
spir-8405	1	13	the	the	DET
spir-8405	1	14	association	association	NOUN
spir-8405	1	15	of	of	ADP
spir-8405	1	16	internet	internet	NOUN
spir-8405	1	17	researchers	researcher	NOUN
spir-8405	1	18	phoenix	phoenix	PROPN
spir-8405	1	19	,	,	PUNCT
spir-8405	1	20	az	az	PROPN
spir-8405	1	21	,	,	PUNCT
spir-8405	1	22	usa	usa	PROPN
spir-8405	1	23	/	/	SYM
spir-8405	1	24	21	21	NUM
spir-8405	1	25	-	-	SYM
spir-8405	1	26	24	24	NUM
spir-8405	1	27	october	october	PROPN
spir-8405	1	28	2015	2015	NUM
spir-8405	1	29	adoption	adoption	NOUN
spir-8405	1	30	and	and	CCONJ
spir-8405	1	31	adaptation	adaptation	NOUN
spir-8405	1	32	:	:	PUNCT
spir-8405	1	33	diachronic	diachronic	ADJ
spir-8405	1	34	perspectives	perspective	NOUN
spir-8405	1	35	on	on	ADP
spir-8405	1	36	the	the	DET
spir-8405	1	37	growing	grow	VERB
spir-8405	1	38	sophistication	sophistication	NOUN
spir-8405	1	39	of	of	ADP
spir-8405	1	40	social	social	ADJ
spir-8405	1	41	media	medium	NOUN
spir-8405	1	42	uses	use	VERB
spir-8405	1	43	in	in	ADP
spir-8405	1	44	elections	election	NOUN
spir-8405	1	45	campaigns	campaign	VERB
spir-8405	1	46	anders	anders	PROPN
spir-8405	1	47	olof	olof	PROPN
spir-8405	1	48	larsson	larsson	PROPN
spir-8405	1	49	university	university	PROPN
spir-8405	1	50	of	of	ADP
spir-8405	1	51	oslo	oslo	PROPN
spir-8405	1	52	,	,	PUNCT
spir-8405	1	53	norway	norway	PROPN
spir-8405	1	54	axel	axel	PROPN
spir-8405	1	55	bruns	bruns	PROPN
spir-8405	1	56	queensland	queensland	PROPN
spir-8405	1	57	university	university	PROPN
spir-8405	1	58	of	of	ADP
spir-8405	1	59	technology	technology	PROPN
spir-8405	1	60	,	,	PUNCT
spir-8405	1	61	australia	australia	PROPN
spir-8405	1	62	much	much	ADV
spir-8405	1	63	like	like	ADP
spir-8405	1	64	the	the	DET
spir-8405	1	65	internet	internet	NOUN
spir-8405	1	66	itself	itself	PRON
spir-8405	1	67	during	during	ADP
spir-8405	1	68	the	the	DET
spir-8405	1	69	mid-1990s	mid-1990	NOUN
spir-8405	1	70	,	,	PUNCT
spir-8405	1	71	social	social	ADJ
spir-8405	1	72	media	medium	NOUN
spir-8405	1	73	such	such	ADJ
spir-8405	1	74	as	as	ADP
spir-8405	1	75	twitter	twitter	NOUN
spir-8405	1	76	and	and	CCONJ
spir-8405	1	77	facebook	facebook	PROPN
spir-8405	1	78	have	have	AUX
spir-8405	1	79	now	now	ADV
spir-8405	1	80	become	become	VERB
spir-8405	1	81	standard	standard	ADJ
spir-8405	1	82	tools	tool	NOUN
spir-8405	1	83	in	in	ADP
spir-8405	1	84	a	a	DET
spir-8405	1	85	number	number	NOUN
spir-8405	1	86	of	of	ADP
spir-8405	1	87	professional	professional	ADJ
spir-8405	1	88	contexts	contexts	NOUN
spir-8405	1	89	.	.	PUNCT
spir-8405	2	1	in	in	ADP
spir-8405	2	2	doing	do	VERB
spir-8405	2	3	so	so	ADV
spir-8405	2	4	,	,	PUNCT
spir-8405	2	5	they	they	PRON
spir-8405	2	6	have	have	AUX
spir-8405	2	7	undergone	undergo	VERB
spir-8405	2	8	gradual	gradual	ADJ
spir-8405	2	9	processes	process	NOUN
spir-8405	2	10	of	of	ADP
spir-8405	2	11	adoption	adoption	NOUN
spir-8405	2	12	and	and	CCONJ
spir-8405	2	13	adaptation	adaptation	NOUN
spir-8405	2	14	,	,	PUNCT
spir-8405	2	15	as	as	SCONJ
spir-8405	2	16	their	their	PRON
spir-8405	2	17	potential	potential	ADJ
spir-8405	2	18	uses	use	NOUN
spir-8405	2	19	are	be	AUX
spir-8405	2	20	explored	explore	VERB
spir-8405	2	21	,	,	PUNCT
spir-8405	2	22	evaluated	evaluate	VERB
spir-8405	2	23	,	,	PUNCT
spir-8405	2	24	and	and	CCONJ
spir-8405	2	25	revised	revise	VERB
spir-8405	2	26	over	over	ADP
spir-8405	2	27	time	time	NOUN
spir-8405	2	28	,	,	PUNCT
spir-8405	2	29	and	and	CCONJ
spir-8405	2	30	as	as	SCONJ
spir-8405	2	31	the	the	DET
spir-8405	2	32	insights	insight	NOUN
spir-8405	2	33	gained	gain	VERB
spir-8405	2	34	by	by	ADP
spir-8405	2	35	early	early	ADJ
spir-8405	2	36	adopters	adopter	NOUN
spir-8405	2	37	are	be	AUX
spir-8405	2	38	disseminated	disseminate	VERB
spir-8405	2	39	to	to	ADP
spir-8405	2	40	other	other	ADJ
spir-8405	2	41	potential	potential	ADJ
spir-8405	2	42	users	user	NOUN
spir-8405	2	43	.	.	PUNCT
spir-8405	3	1	but	but	CCONJ
spir-8405	3	2	because	because	SCONJ
spir-8405	3	3	of	of	ADP
spir-8405	3	4	the	the	DET
spir-8405	3	5	slow	slow	ADJ
spir-8405	3	6	and	and	CCONJ
spir-8405	3	7	incremental	incremental	ADJ
spir-8405	3	8	nature	nature	NOUN
spir-8405	3	9	of	of	ADP
spir-8405	3	10	such	such	ADJ
spir-8405	3	11	adoption	adoption	NOUN
spir-8405	3	12	and	and	CCONJ
spir-8405	3	13	adaptation	adaptation	NOUN
spir-8405	3	14	processes	process	NOUN
spir-8405	3	15	,	,	PUNCT
spir-8405	3	16	they	they	PRON
spir-8405	3	17	are	be	AUX
spir-8405	3	18	often	often	ADV
spir-8405	3	19	overlooked	overlook	VERB
spir-8405	3	20	by	by	ADP
spir-8405	3	21	social	social	ADJ
spir-8405	3	22	media	medium	NOUN
spir-8405	3	23	research	research	NOUN
spir-8405	3	24	which	which	PRON
spir-8405	3	25	examines	examine	VERB
spir-8405	3	26	single	single	ADJ
spir-8405	3	27	cases	case	NOUN
spir-8405	3	28	and	and	CCONJ
spir-8405	3	29	phenomena	phenomenon	NOUN
spir-8405	3	30	.	.	PUNCT
spir-8405	4	1	such	such	ADJ
spir-8405	4	2	tendencies	tendency	NOUN
spir-8405	4	3	are	be	AUX
spir-8405	4	4	perhaps	perhaps	ADV
spir-8405	4	5	most	most	ADV
spir-8405	4	6	evident	evident	ADJ
spir-8405	4	7	in	in	ADP
spir-8405	4	8	relation	relation	NOUN
spir-8405	4	9	to	to	ADP
spir-8405	4	10	the	the	DET
spir-8405	4	11	study	study	NOUN
spir-8405	4	12	of	of	ADP
spir-8405	4	13	political	political	ADJ
spir-8405	4	14	elections	election	NOUN
spir-8405	4	15	:	:	PUNCT
spir-8405	4	16	here	here	ADV
spir-8405	4	17	,	,	PUNCT
spir-8405	4	18	the	the	DET
spir-8405	4	19	effective	effective	ADJ
spir-8405	4	20	use	use	NOUN
spir-8405	4	21	of	of	ADP
spir-8405	4	22	social	social	ADJ
spir-8405	4	23	media	medium	NOUN
spir-8405	4	24	by	by	ADP
spir-8405	4	25	the	the	DET
spir-8405	4	26	successful	successful	ADJ
spir-8405	4	27	obama	obama	NOUN
spir-8405	4	28	campaign	campaign	NOUN
spir-8405	4	29	in	in	ADP
spir-8405	4	30	the	the	DET
spir-8405	4	31	2008	2008	NUM
spir-8405	4	32	us	we	PRON
spir-8405	4	33	presidential	presidential	ADJ
spir-8405	4	34	election	election	NOUN
spir-8405	4	35	is	be	AUX
spir-8405	4	36	often	often	ADV
spir-8405	4	37	positioned	position	VERB
spir-8405	4	38	as	as	ADP
spir-8405	4	39	an	an	DET
spir-8405	4	40	obvious	obvious	ADJ
spir-8405	4	41	starting	starting	NOUN
spir-8405	4	42	point	point	NOUN
spir-8405	4	43	for	for	ADP
spir-8405	4	44	mainstream	mainstream	ADJ
spir-8405	4	45	political	political	ADJ
spir-8405	4	46	uses	use	NOUN
spir-8405	4	47	of	of	ADP
spir-8405	4	48	contemporary	contemporary	ADJ
spir-8405	4	49	social	social	ADJ
spir-8405	4	50	media	medium	NOUN
spir-8405	4	51	platforms	platform	NOUN
spir-8405	4	52	such	such	ADJ
spir-8405	4	53	as	as	ADP
spir-8405	4	54	facebook	facebook	NOUN
spir-8405	4	55	and	and	CCONJ
spir-8405	4	56	twitter	twitter	NOUN
spir-8405	4	57	,	,	PUNCT
spir-8405	4	58	creating	create	VERB
spir-8405	4	59	the	the	DET
spir-8405	4	60	impression	impression	NOUN
spir-8405	4	61	that	that	SCONJ
spir-8405	4	62	its	its	PRON
spir-8405	4	63	strategies	strategy	NOUN
spir-8405	4	64	emerged	emerged	AUX
spir-8405	4	65	fully	fully	ADV
spir-8405	4	66	formed	form	VERB
spir-8405	4	67	rather	rather	ADV
spir-8405	4	68	than	than	ADP
spir-8405	4	69	themselves	themselves	PRON
spir-8405	4	70	building	build	VERB
spir-8405	4	71	on	on	ADP
spir-8405	4	72	the	the	DET
spir-8405	4	73	lessons	lesson	NOUN
spir-8405	4	74	learnt	learn	VERB
spir-8405	4	75	from	from	ADP
spir-8405	4	76	previous	previous	ADJ
spir-8405	4	77	campaigns	campaign	NOUN
spir-8405	4	78	,	,	PUNCT
spir-8405	4	79	and	and	CCONJ
spir-8405	4	80	that	that	SCONJ
spir-8405	4	81	subsequent	subsequent	ADJ
spir-8405	4	82	campaigns	campaign	NOUN
spir-8405	4	83	merely	merely	ADV
spir-8405	4	84	needed	need	VERB
spir-8405	4	85	to	to	PART
spir-8405	4	86	copy	copy	VERB
spir-8405	4	87	obama	obama	PROPN
spir-8405	4	88	’s	’s	PART
spir-8405	4	89	successful	successful	ADJ
spir-8405	4	90	formula	formula	NOUN
spir-8405	4	91	in	in	ADP
spir-8405	4	92	their	their	PRON
spir-8405	4	93	own	own	ADJ
spir-8405	4	94	electioneering	electioneering	NOUN
spir-8405	4	95	efforts	effort	NOUN
spir-8405	4	96	(	(	PUNCT
spir-8405	4	97	e.g	e.g	X
spir-8405	4	98	miller	miller	NOUN
spir-8405	4	99	,	,	PUNCT
spir-8405	4	100	2013	2013	NUM
spir-8405	4	101	)	)	PUNCT
spir-8405	4	102	.	.	PUNCT
spir-8405	5	1	such	such	ADJ
spir-8405	5	2	simplistic	simplistic	ADJ
spir-8405	5	3	perspectives	perspective	NOUN
spir-8405	5	4	overlook	overlook	VERB
spir-8405	5	5	,	,	PUNCT
spir-8405	5	6	however	however	ADV
spir-8405	5	7	,	,	PUNCT
spir-8405	5	8	that	that	SCONJ
spir-8405	5	9	each	each	DET
spir-8405	5	10	election	election	NOUN
spir-8405	5	11	campaign	campaign	NOUN
spir-8405	5	12	proceeds	proceed	NOUN
spir-8405	5	13	from	from	ADP
spir-8405	5	14	its	its	PRON
spir-8405	5	15	own	own	ADJ
spir-8405	5	16	underlying	underlie	VERB
spir-8405	5	17	factors	factor	NOUN
spir-8405	5	18	(	(	PUNCT
spir-8405	5	19	such	such	ADJ
spir-8405	5	20	as	as	ADP
spir-8405	5	21	the	the	DET
spir-8405	5	22	persona	persona	NOUN
spir-8405	5	23	of	of	ADP
spir-8405	5	24	the	the	DET
spir-8405	5	25	candidate	candidate	NOUN
spir-8405	5	26	and	and	CCONJ
spir-8405	5	27	their	their	PRON
spir-8405	5	28	position	position	NOUN
spir-8405	5	29	in	in	ADP
spir-8405	5	30	the	the	DET
spir-8405	5	31	polls	poll	NOUN
spir-8405	5	32	)	)	PUNCT
spir-8405	5	33	and	and	CCONJ
spir-8405	5	34	that	that	SCONJ
spir-8405	5	35	the	the	DET
spir-8405	5	36	idiosyncratic	idiosyncratic	ADJ
spir-8405	5	37	us	us	PROPN
spir-8405	5	38	electoral	electoral	ADJ
spir-8405	5	39	system	system	NOUN
spir-8405	5	40	diverges	diverge	VERB
spir-8405	5	41	vastly	vastly	ADV
spir-8405	5	42	from	from	ADP
spir-8405	5	43	those	those	PRON
spir-8405	5	44	of	of	ADP
spir-8405	5	45	most	most	ADJ
spir-8405	5	46	other	other	ADJ
spir-8405	5	47	parliamentary	parliamentary	ADJ
spir-8405	5	48	democracies	democracy	NOUN
spir-8405	5	49	(	(	PUNCT
spir-8405	5	50	thus	thus	ADV
spir-8405	5	51	requiring	require	VERB
spir-8405	5	52	very	very	ADV
spir-8405	5	53	different	different	ADJ
spir-8405	5	54	campaigning	campaigning	NOUN
spir-8405	5	55	styles	style	NOUN
spir-8405	5	56	)	)	PUNCT
spir-8405	5	57	.	.	PUNCT
spir-8405	6	1	what	what	PRON
spir-8405	6	2	worked	work	VERB
spir-8405	6	3	for	for	ADP
spir-8405	6	4	obama	obama	NOUN
spir-8405	6	5	campaigning	campaign	VERB
spir-8405	6	6	for	for	ADP
spir-8405	6	7	direct	direct	ADJ
spir-8405	6	8	election	election	NOUN
spir-8405	6	9	in	in	ADP
spir-8405	6	10	a	a	DET
spir-8405	6	11	two	two	NUM
spir-8405	6	12	-	-	PUNCT
spir-8405	6	13	person	person	NOUN
spir-8405	6	14	content	content	NOUN
spir-8405	6	15	where	where	SCONJ
spir-8405	6	16	voting	voting	NOUN
spir-8405	6	17	is	be	AUX
spir-8405	6	18	voluntary	voluntary	ADJ
spir-8405	6	19	is	be	AUX
spir-8405	6	20	unlikely	unlikely	ADJ
spir-8405	6	21	to	to	PART
spir-8405	6	22	work	work	VERB
spir-8405	6	23	in	in	ADP
spir-8405	6	24	a	a	DET
spir-8405	6	25	multi	multi	ADJ
spir-8405	6	26	-	-	ADJ
spir-8405	6	27	party	party	ADJ
spir-8405	6	28	system	system	NOUN
spir-8405	6	29	whose	whose	DET
spir-8405	6	30	leaders	leader	NOUN
spir-8405	6	31	are	be	AUX
spir-8405	6	32	indirectly	indirectly	ADV
spir-8405	6	33	elected	elect	VERB
spir-8405	6	34	and	and	CCONJ
spir-8405	6	35	where	where	SCONJ
spir-8405	6	36	voting	voting	NOUN
spir-8405	6	37	is	be	AUX
spir-8405	6	38	compulsory	compulsory	ADJ
spir-8405	6	39	,	,	PUNCT
spir-8405	6	40	for	for	ADP
spir-8405	6	41	example	example	NOUN
spir-8405	6	42	(	(	PUNCT
spir-8405	6	43	e.g.	e.g.	ADV
spir-8405	6	44	gibson	gibson	PROPN
spir-8405	6	45	&	&	CCONJ
spir-8405	6	46	mcallister	mcallister	PROPN
spir-8405	6	47	,	,	PUNCT
spir-8405	6	48	2014	2014	NUM
spir-8405	6	49	)	)	PUNCT
spir-8405	6	50	.	.	PUNCT
spir-8405	7	1	there	there	PRON
spir-8405	7	2	is	be	VERB
spir-8405	7	3	,	,	PUNCT
spir-8405	7	4	therefore	therefore	ADV
spir-8405	7	5	,	,	PUNCT
spir-8405	7	6	a	a	DET
spir-8405	7	7	significant	significant	ADJ
spir-8405	7	8	need	need	NOUN
spir-8405	7	9	for	for	ADP
spir-8405	7	10	research	research	NOUN
spir-8405	7	11	into	into	ADP
spir-8405	7	12	social	social	ADJ
spir-8405	7	13	media	medium	NOUN
spir-8405	7	14	campaigning	campaigning	NOUN
spir-8405	7	15	strategies	strategy	NOUN
spir-8405	7	16	beyond	beyond	ADP
spir-8405	7	17	the	the	DET
spir-8405	7	18	us	us	PROPN
spir-8405	7	19	context	context	NOUN
spir-8405	7	20	,	,	PUNCT
spir-8405	7	21	and	and	CCONJ
spir-8405	7	22	over	over	ADP
spir-8405	7	23	the	the	DET
spir-8405	7	24	past	past	ADJ
spir-8405	7	25	years	year	NOUN
spir-8405	7	26	aoir	aoir	NOUN
spir-8405	7	27	and	and	CCONJ
spir-8405	7	28	other	other	ADJ
spir-8405	7	29	conferences	conference	NOUN
spir-8405	7	30	have	have	AUX
spir-8405	7	31	already	already	ADV
spir-8405	7	32	seen	see	VERB
spir-8405	7	33	a	a	DET
spir-8405	7	34	substantial	substantial	ADJ
spir-8405	7	35	number	number	NOUN
spir-8405	7	36	of	of	ADP
spir-8405	7	37	such	such	ADJ
spir-8405	7	38	studies	study	NOUN
spir-8405	7	39	being	be	AUX
spir-8405	7	40	presented	present	VERB
spir-8405	7	41	.	.	PUNCT
spir-8405	8	1	however	however	ADV
spir-8405	8	2	,	,	PUNCT
spir-8405	8	3	the	the	DET
spir-8405	8	4	bulk	bulk	NOUN
spir-8405	8	5	of	of	ADP
spir-8405	8	6	research	research	NOUN
spir-8405	8	7	into	into	ADP
spir-8405	8	8	these	these	DET
spir-8405	8	9	issues	issue	NOUN
spir-8405	8	10	has	have	AUX
spir-8405	8	11	continued	continue	VERB
spir-8405	8	12	to	to	PART
spir-8405	8	13	be	be	AUX
spir-8405	8	14	designed	design	VERB
spir-8405	8	15	as	as	ADP
spir-8405	8	16	single	single	ADJ
spir-8405	8	17	-	-	PUNCT
spir-8405	8	18	country	country	NOUN
spir-8405	8	19	or	or	CCONJ
spir-8405	8	20	single	single	ADJ
spir-8405	8	21	-	-	PUNCT
spir-8405	8	22	election	election	NOUN
spir-8405	8	23	case	case	NOUN
spir-8405	8	24	studies	study	NOUN
spir-8405	8	25	,	,	PUNCT
spir-8405	8	26	providing	provide	VERB
spir-8405	8	27	useful	useful	ADJ
spir-8405	8	28	findings	finding	NOUN
spir-8405	8	29	but	but	CCONJ
spir-8405	8	30	lacking	lack	VERB
spir-8405	8	31	a	a	DET
spir-8405	8	32	longitudinal	longitudinal	ADJ
spir-8405	8	33	,	,	PUNCT
spir-8405	8	34	2	2	NUM
spir-8405	8	35	diachronic	diachronic	ADJ
spir-8405	8	36	,	,	PUNCT
spir-8405	8	37	or	or	CCONJ
spir-8405	8	38	comparative	comparative	ADJ
spir-8405	8	39	perspective	perspective	NOUN
spir-8405	8	40	that	that	PRON
spir-8405	8	41	would	would	AUX
spir-8405	8	42	be	be	AUX
spir-8405	8	43	able	able	ADJ
spir-8405	8	44	to	to	PART
spir-8405	8	45	trace	trace	VERB
spir-8405	8	46	any	any	DET
spir-8405	8	47	developmental	developmental	ADJ
spir-8405	8	48	trends	trend	NOUN
spir-8405	8	49	in	in	ADP
spir-8405	8	50	political	political	ADJ
spir-8405	8	51	social	social	ADJ
spir-8405	8	52	media	medium	NOUN
spir-8405	8	53	use	use	NOUN
spir-8405	8	54	between	between	ADP
spir-8405	8	55	or	or	CCONJ
spir-8405	8	56	during	during	ADP
spir-8405	8	57	elections	election	NOUN
spir-8405	8	58	.	.	PUNCT
spir-8405	9	1	this	this	DET
spir-8405	9	2	panel	panel	NOUN
spir-8405	9	3	seeks	seek	VERB
spir-8405	9	4	to	to	PART
spir-8405	9	5	remedy	remedy	VERB
spir-8405	9	6	this	this	DET
spir-8405	9	7	dearth	dearth	NOUN
spir-8405	9	8	of	of	ADP
spir-8405	9	9	research	research	NOUN
spir-8405	9	10	by	by	ADP
spir-8405	9	11	featuring	feature	VERB
spir-8405	9	12	several	several	ADJ
spir-8405	9	13	diachronic	diachronic	ADJ
spir-8405	9	14	approaches	approach	NOUN
spir-8405	9	15	to	to	ADP
spir-8405	9	16	the	the	DET
spir-8405	9	17	study	study	NOUN
spir-8405	9	18	of	of	ADP
spir-8405	9	19	online	online	ADJ
spir-8405	9	20	political	political	ADJ
spir-8405	9	21	communication	communication	NOUN
spir-8405	9	22	during	during	ADP
spir-8405	9	23	elections	election	NOUN
spir-8405	9	24	,	,	PUNCT
spir-8405	9	25	and	and	CCONJ
spir-8405	9	26	by	by	ADP
spir-8405	9	27	thus	thus	ADV
spir-8405	9	28	enabling	enable	VERB
spir-8405	9	29	a	a	DET
spir-8405	9	30	comparative	comparative	ADJ
spir-8405	9	31	perspective	perspective	NOUN
spir-8405	9	32	on	on	ADP
spir-8405	9	33	the	the	DET
spir-8405	9	34	gradual	gradual	ADJ
spir-8405	9	35	adoption	adoption	NOUN
spir-8405	9	36	and	and	CCONJ
spir-8405	9	37	adaptation	adaptation	NOUN
spir-8405	9	38	of	of	ADP
spir-8405	9	39	social	social	ADJ
spir-8405	9	40	media	medium	NOUN
spir-8405	9	41	for	for	ADP
spir-8405	9	42	political	political	ADJ
spir-8405	9	43	campaigning	campaigning	NOUN
spir-8405	9	44	across	across	ADP
spir-8405	9	45	a	a	DET
spir-8405	9	46	range	range	NOUN
spir-8405	9	47	of	of	ADP
spir-8405	9	48	national	national	ADJ
spir-8405	9	49	contexts	contexts	NOUN
spir-8405	9	50	.	.	PUNCT
spir-8405	10	1	specifically	specifically	ADV
spir-8405	10	2	,	,	PUNCT
spir-8405	10	3	the	the	DET
spir-8405	10	4	panel	panel	NOUN
spir-8405	10	5	presents	present	VERB
spir-8405	10	6	research	research	NOUN
spir-8405	10	7	into	into	ADP
spir-8405	10	8	the	the	DET
spir-8405	10	9	political	political	ADJ
spir-8405	10	10	uses	use	NOUN
spir-8405	10	11	of	of	ADP
spir-8405	10	12	social	social	ADJ
spir-8405	10	13	media	medium	NOUN
spir-8405	10	14	for	for	ADP
spir-8405	10	15	campaigning	campaigning	NOUN
spir-8405	10	16	in	in	ADP
spir-8405	10	17	four	four	NUM
spir-8405	10	18	different	different	ADJ
spir-8405	10	19	countries	country	NOUN
spir-8405	10	20	:	:	PUNCT
spir-8405	10	21	australia	australia	PROPN
spir-8405	10	22	,	,	PUNCT
spir-8405	10	23	sweden	sweden	PROPN
spir-8405	10	24	,	,	PUNCT
spir-8405	10	25	the	the	DET
spir-8405	10	26	usa	usa	PROPN
spir-8405	10	27	,	,	PUNCT
spir-8405	10	28	and	and	CCONJ
spir-8405	10	29	italy	italy	PROPN
spir-8405	10	30	.	.	PUNCT
spir-8405	11	1	in	in	ADP
spir-8405	11	2	combination	combination	NOUN
spir-8405	11	3	,	,	PUNCT
spir-8405	11	4	these	these	DET
spir-8405	11	5	four	four	NUM
spir-8405	11	6	presentations	presentation	NOUN
spir-8405	11	7	provide	provide	VERB
spir-8405	11	8	an	an	DET
spir-8405	11	9	overview	overview	NOUN
spir-8405	11	10	over	over	ADP
spir-8405	11	11	a	a	DET
spir-8405	11	12	diverse	diverse	ADJ
spir-8405	11	13	range	range	NOUN
spir-8405	11	14	of	of	ADP
spir-8405	11	15	contexts	contexts	NOUN
spir-8405	11	16	,	,	PUNCT
spir-8405	11	17	and	and	CCONJ
spir-8405	11	18	offer	offer	VERB
spir-8405	11	19	new	new	ADJ
spir-8405	11	20	insights	insight	NOUN
spir-8405	11	21	into	into	ADP
spir-8405	11	22	the	the	DET
spir-8405	11	23	ways	way	NOUN
spir-8405	11	24	that	that	PRON
spir-8405	11	25	electoral	electoral	ADJ
spir-8405	11	26	and	and	CCONJ
spir-8405	11	27	political	political	ADJ
spir-8405	11	28	systems	system	NOUN
spir-8405	11	29	as	as	ADV
spir-8405	11	30	well	well	ADV
spir-8405	11	31	as	as	ADP
spir-8405	11	32	the	the	DET
spir-8405	11	33	current	current	ADJ
spir-8405	11	34	political	political	ADJ
spir-8405	11	35	standing	standing	NOUN
spir-8405	11	36	of	of	ADP
spir-8405	11	37	key	key	ADJ
spir-8405	11	38	parties	party	NOUN
spir-8405	11	39	and	and	CCONJ
spir-8405	11	40	candidates	candidate	NOUN
spir-8405	11	41	affect	affect	VERB
spir-8405	11	42	the	the	DET
spir-8405	11	43	evolution	evolution	NOUN
spir-8405	11	44	of	of	ADP
spir-8405	11	45	social	social	ADJ
spir-8405	11	46	media	medium	NOUN
spir-8405	11	47	campaigning	campaigning	NOUN
spir-8405	11	48	strategies	strategy	NOUN
spir-8405	11	49	.	.	PUNCT
spir-8405	12	1	references	reference	NOUN
spir-8405	12	2	gibson	gibson	PROPN
spir-8405	12	3	,	,	PUNCT
spir-8405	12	4	r.	r.	PROPN
spir-8405	12	5	k.	k.	PROPN
spir-8405	12	6	,	,	PUNCT
spir-8405	12	7	&	&	CCONJ
spir-8405	12	8	mcallister	mcallister	PROPN
spir-8405	12	9	,	,	PUNCT
spir-8405	12	10	i.	i.	PROPN
spir-8405	12	11	(	(	PUNCT
spir-8405	12	12	2014	2014	NUM
spir-8405	12	13	)	)	PUNCT
spir-8405	12	14	.	.	PUNCT
spir-8405	13	1	normalising	normalise	VERB
spir-8405	13	2	or	or	CCONJ
spir-8405	13	3	equalising	equalising	ADJ
spir-8405	13	4	party	party	NOUN
spir-8405	13	5	competition	competition	NOUN
spir-8405	13	6	?	?	PUNCT
spir-8405	14	1	assessing	assess	VERB
spir-8405	14	2	the	the	DET
spir-8405	14	3	impact	impact	NOUN
spir-8405	14	4	of	of	ADP
spir-8405	14	5	the	the	DET
spir-8405	14	6	web	web	NOUN
spir-8405	14	7	on	on	ADP
spir-8405	14	8	election	election	NOUN
spir-8405	14	9	campaigning	campaigning	NOUN
spir-8405	14	10	.	.	PUNCT
spir-8405	15	1	forthcoming	forthcoming	ADJ
spir-8405	15	2	in	in	ADP
spir-8405	15	3	political	political	ADJ
spir-8405	15	4	studies	study	NOUN
spir-8405	15	5	.	.	PUNCT
spir-8405	16	1	miller	miller	PROPN
spir-8405	16	2	,	,	PUNCT
spir-8405	16	3	w.	w.	PROPN
spir-8405	16	4	j.	j.	PROPN
spir-8405	16	5	(	(	PUNCT
spir-8405	16	6	2013	2013	NUM
spir-8405	16	7	)	)	PUNCT
spir-8405	16	8	.	.	PUNCT
spir-8405	17	1	we	we	PRON
spir-8405	17	2	ca	can	AUX
spir-8405	17	3	n't	not	PART
spir-8405	17	4	all	all	PRON
spir-8405	17	5	be	be	AUX
spir-8405	17	6	obama	obama	NOUN
spir-8405	17	7	:	:	PUNCT
spir-8405	17	8	the	the	DET
spir-8405	17	9	use	use	NOUN
spir-8405	17	10	of	of	ADP
spir-8405	17	11	new	new	ADJ
spir-8405	17	12	media	medium	NOUN
spir-8405	17	13	in	in	ADP
spir-8405	17	14	modern	modern	ADJ
spir-8405	17	15	political	political	ADJ
spir-8405	17	16	campaigns	campaign	NOUN
spir-8405	17	17	.	.	PUNCT
spir-8405	18	1	journal	journal	NOUN
spir-8405	18	2	of	of	ADP
spir-8405	18	3	political	political	ADJ
spir-8405	18	4	marketing	marketing	NOUN
spir-8405	18	5	,	,	PUNCT
spir-8405	18	6	12(4	12(4	NUM
spir-8405	18	7	)	)	PUNCT
spir-8405	18	8	,	,	PUNCT
spir-8405	18	9	326	326	NUM
spir-8405	18	10	-	-	SYM
spir-8405	18	11	347	347	NUM
spir-8405	18	12	paper	paper	NOUN
spir-8405	19	1	i	i	PRON
spir-8405	19	2	:	:	PUNCT
spir-8405	19	3	comparing	compare	VERB
spir-8405	19	4	social	social	ADJ
spir-8405	19	5	media	medium	NOUN
spir-8405	19	6	use	use	NOUN
spir-8405	19	7	during	during	ADP
spir-8405	19	8	two	two	NUM
spir-8405	19	9	swedish	swedish	ADJ
spir-8405	19	10	elections	election	NOUN
spir-8405	19	11	anders	anders	PROPN
spir-8405	19	12	olof	olof	PROPN
spir-8405	19	13	larsson	larsson	PROPN
spir-8405	19	14	university	university	PROPN
spir-8405	19	15	of	of	ADP
spir-8405	19	16	oslo	oslo	PROPN
spir-8405	19	17	,	,	PUNCT
spir-8405	19	18	norway	norway	NOUN
spir-8405	19	19	much	much	ADJ
spir-8405	19	20	of	of	ADP
spir-8405	19	21	the	the	DET
spir-8405	19	22	hype	hype	NOUN
spir-8405	19	23	surrounding	surround	VERB
spir-8405	19	24	social	social	ADJ
spir-8405	19	25	media	medium	NOUN
spir-8405	19	26	and	and	CCONJ
spir-8405	19	27	their	their	PRON
spir-8405	19	28	uses	use	NOUN
spir-8405	19	29	for	for	ADP
spir-8405	19	30	electoral	electoral	ADJ
spir-8405	19	31	purposes	purpose	NOUN
spir-8405	19	32	has	have	AUX
spir-8405	19	33	originated	originate	VERB
spir-8405	19	34	from	from	ADP
spir-8405	19	35	a	a	DET
spir-8405	19	36	us	us	PROPN
spir-8405	19	37	context	context	NOUN
spir-8405	19	38	.	.	PUNCT
spir-8405	20	1	while	while	SCONJ
spir-8405	20	2	the	the	DET
spir-8405	20	3	technological	technological	ADJ
spir-8405	20	4	infrastructures	infrastructure	NOUN
spir-8405	20	5	and	and	CCONJ
spir-8405	20	6	affordances	affordance	NOUN
spir-8405	20	7	associated	associate	VERB
spir-8405	20	8	with	with	ADP
spir-8405	20	9	services	service	NOUN
spir-8405	20	10	like	like	ADP
spir-8405	20	11	facebook	facebook	NOUN
spir-8405	20	12	and	and	CCONJ
spir-8405	20	13	twitter	twitter	NOUN
spir-8405	20	14	remain	remain	VERB
spir-8405	20	15	largely	largely	ADV
spir-8405	20	16	the	the	DET
spir-8405	20	17	same	same	ADJ
spir-8405	20	18	across	across	ADP
spir-8405	20	19	political	political	ADJ
spir-8405	20	20	contexts	contexts	NOUN
spir-8405	20	21	,	,	PUNCT
spir-8405	20	22	the	the	DET
spir-8405	20	23	actual	actual	ADJ
spir-8405	20	24	use	use	NOUN
spir-8405	20	25	of	of	ADP
spir-8405	20	26	these	these	DET
spir-8405	20	27	services	service	NOUN
spir-8405	20	28	tend	tend	VERB
spir-8405	20	29	to	to	PART
spir-8405	20	30	differ	differ	VERB
spir-8405	20	31	in	in	ADP
spir-8405	20	32	some	some	DET
spir-8405	20	33	regard	regard	NOUN
spir-8405	20	34	from	from	ADP
spir-8405	20	35	country	country	NOUN
spir-8405	20	36	to	to	ADP
spir-8405	20	37	country	country	NOUN
spir-8405	20	38	(	(	PUNCT
spir-8405	20	39	e.g.	e.g.	ADV
spir-8405	20	40	karlsen	karlsen	NOUN
spir-8405	20	41	,	,	PUNCT
spir-8405	20	42	2012	2012	NUM
spir-8405	20	43	)	)	PUNCT
spir-8405	20	44	.	.	PUNCT
spir-8405	21	1	we	we	PRON
spir-8405	21	2	could	could	AUX
spir-8405	21	3	also	also	ADV
spir-8405	21	4	expect	expect	VERB
spir-8405	21	5	to	to	PART
spir-8405	21	6	find	find	VERB
spir-8405	21	7	such	such	ADJ
spir-8405	21	8	differences	difference	NOUN
spir-8405	21	9	from	from	ADP
spir-8405	21	10	one	one	NUM
spir-8405	21	11	election	election	NOUN
spir-8405	21	12	to	to	ADP
spir-8405	21	13	another	another	PRON
spir-8405	21	14	within	within	ADP
spir-8405	21	15	one	one	NUM
spir-8405	21	16	specific	specific	ADJ
spir-8405	21	17	country	country	NOUN
spir-8405	21	18	.	.	PUNCT
spir-8405	22	1	the	the	DET
spir-8405	22	2	current	current	ADJ
spir-8405	22	3	paper	paper	NOUN
spir-8405	22	4	,	,	PUNCT
spir-8405	22	5	then	then	ADV
spir-8405	22	6	,	,	PUNCT
spir-8405	22	7	details	detail	VERB
spir-8405	22	8	such	such	ADJ
spir-8405	22	9	diachronic	diachronic	ADJ
spir-8405	22	10	developments	development	NOUN
spir-8405	22	11	by	by	ADP
spir-8405	22	12	presenting	present	VERB
spir-8405	22	13	analyses	analysis	NOUN
spir-8405	22	14	of	of	ADP
spir-8405	22	15	social	social	ADJ
spir-8405	22	16	media	medium	NOUN
spir-8405	22	17	use	use	NOUN
spir-8405	22	18	by	by	ADP
spir-8405	22	19	parties	party	NOUN
spir-8405	22	20	and	and	CCONJ
spir-8405	22	21	citizens	citizen	NOUN
spir-8405	22	22	during	during	ADP
spir-8405	22	23	two	two	NUM
spir-8405	22	24	consecutive	consecutive	ADJ
spir-8405	22	25	elections	election	NOUN
spir-8405	22	26	for	for	ADP
spir-8405	22	27	the	the	DET
spir-8405	22	28	swedish	swedish	ADJ
spir-8405	22	29	parliament	parliament	NOUN
spir-8405	22	30	–	–	PUNCT
spir-8405	22	31	the	the	DET
spir-8405	22	32	riksdag	riksdag	NOUN
spir-8405	22	33	.	.	PUNCT
spir-8405	23	1	given	give	VERB
spir-8405	23	2	the	the	DET
spir-8405	23	3	country´s	country´s	NOUN
spir-8405	23	4	“	"	PUNCT
spir-8405	23	5	avant	avant	X
spir-8405	23	6	-	-	PUNCT
spir-8405	23	7	garde	garde	ADJ
spir-8405	23	8	position	position	NOUN
spir-8405	23	9	regarding	regard	VERB
spir-8405	23	10	internet	internet	NOUN
spir-8405	23	11	access	access	NOUN
spir-8405	23	12	”	"	PUNCT
spir-8405	23	13	and	and	CCONJ
spir-8405	23	14	consistent	consistent	ADJ
spir-8405	23	15	high	high	ADJ
spir-8405	23	16	scores	score	NOUN
spir-8405	23	17	of	of	ADP
spir-8405	23	18	voting	vote	VERB
spir-8405	23	19	attendance	attendance	NOUN
spir-8405	23	20	(	(	PUNCT
spir-8405	23	21	gustafsson	gustafsson	PROPN
spir-8405	23	22	,	,	PUNCT
spir-8405	23	23	2012	2012	NUM
spir-8405	23	24	:	:	PUNCT
spir-8405	23	25	1111	1111	NUM
spir-8405	23	26	)	)	PUNCT
spir-8405	23	27	,	,	PUNCT
spir-8405	23	28	the	the	DET
spir-8405	23	29	swedish	swedish	ADJ
spir-8405	23	30	context	context	NOUN
spir-8405	23	31	arguably	arguably	ADV
spir-8405	23	32	becomes	become	VERB
spir-8405	23	33	especially	especially	ADV
spir-8405	23	34	interesting	interesting	ADJ
spir-8405	23	35	to	to	PART
spir-8405	23	36	study	study	VERB
spir-8405	23	37	in	in	ADP
spir-8405	23	38	this	this	DET
spir-8405	23	39	regard	regard	NOUN
spir-8405	23	40	.	.	PUNCT
spir-8405	24	1	the	the	DET
spir-8405	24	2	fact	fact	NOUN
spir-8405	24	3	that	that	SCONJ
spir-8405	24	4	swedish	swedish	ADJ
spir-8405	24	5	parties	party	NOUN
spir-8405	24	6	and	and	CCONJ
spir-8405	24	7	politicians	politician	NOUN
spir-8405	24	8	appear	appear	VERB
spir-8405	24	9	to	to	PART
spir-8405	24	10	have	have	AUX
spir-8405	24	11	been	be	AUX
spir-8405	24	12	early	early	ADJ
spir-8405	24	13	adopters	adopter	NOUN
spir-8405	24	14	of	of	ADP
spir-8405	24	15	online	online	ADJ
spir-8405	24	16	technologies	technology	NOUN
spir-8405	24	17	for	for	ADP
spir-8405	24	18	campaigning	campaign	VERB
spir-8405	24	19	purposes	purpose	NOUN
spir-8405	24	20	(	(	PUNCT
spir-8405	24	21	gibson	gibson	PROPN
spir-8405	24	22	,	,	PUNCT
spir-8405	24	23	2004	2004	NUM
spir-8405	24	24	)	)	PUNCT
spir-8405	24	25	makes	make	VERB
spir-8405	24	26	such	such	DET
spir-8405	24	27	a	a	DET
spir-8405	24	28	focus	focus	NOUN
spir-8405	24	29	even	even	ADV
spir-8405	24	30	more	more	ADV
spir-8405	24	31	relevant	relevant	ADJ
spir-8405	24	32	–	–	PUNCT
spir-8405	24	33	have	have	VERB
spir-8405	24	34	the	the	DET
spir-8405	24	35	early	early	ADJ
spir-8405	24	36	adopters	adopter	NOUN
spir-8405	24	37	kept	keep	VERB
spir-8405	24	38	their	their	PRON
spir-8405	24	39	progressive	progressive	ADJ
spir-8405	24	40	attitude	attitude	NOUN
spir-8405	24	41	intact	intact	ADJ
spir-8405	24	42	also	also	ADV
spir-8405	24	43	in	in	ADP
spir-8405	24	44	the	the	DET
spir-8405	24	45	so	so	ADV
spir-8405	24	46	-	-	PUNCT
spir-8405	24	47	called	call	VERB
spir-8405	24	48	2.0	2.0	NUM
spir-8405	24	49	era	era	NOUN
spir-8405	24	50	of	of	ADP
spir-8405	24	51	web	web	NOUN
spir-8405	24	52	design	design	NOUN
spir-8405	24	53	and	and	CCONJ
spir-8405	24	54	practice	practice	NOUN
spir-8405	24	55	?	?	PUNCT
spir-8405	25	1	specifically	specifically	ADV
spir-8405	25	2	,	,	PUNCT
spir-8405	25	3	then	then	ADV
spir-8405	25	4	,	,	PUNCT
spir-8405	25	5	what	what	PRON
spir-8405	25	6	is	be	AUX
spir-8405	25	7	presented	present	VERB
spir-8405	25	8	here	here	ADV
spir-8405	25	9	are	be	AUX
spir-8405	25	10	a	a	DET
spir-8405	25	11	series	series	NOUN
spir-8405	25	12	of	of	ADP
spir-8405	25	13	analyses	analysis	NOUN
spir-8405	25	14	detailing	detail	VERB
spir-8405	25	15	the	the	DET
spir-8405	25	16	development	development	NOUN
spir-8405	25	17	of	of	ADP
spir-8405	25	18	social	social	ADJ
spir-8405	25	19	media	medium	NOUN
spir-8405	25	20	use	use	NOUN
spir-8405	25	21	by	by	ADP
spir-8405	25	22	parties	party	NOUN
spir-8405	25	23	and	and	CCONJ
spir-8405	25	24	citizens	citizen	NOUN
spir-8405	25	25	during	during	ADP
spir-8405	25	26	the	the	DET
spir-8405	25	27	2010	2010	NUM
spir-8405	25	28	and	and	CCONJ
spir-8405	25	29	2014	2014	NUM
spir-8405	25	30	swedish	swedish	ADJ
spir-8405	25	31	elections	election	NOUN
spir-8405	25	32	.	.	PUNCT
spir-8405	26	1	the	the	DET
spir-8405	26	2	focus	focus	NOUN
spir-8405	26	3	on	on	ADP
spir-8405	26	4	parties	party	NOUN
spir-8405	26	5	rather	rather	ADV
spir-8405	26	6	than	than	ADP
spir-8405	26	7	individual	individual	ADJ
spir-8405	26	8	politicians	politician	NOUN
spir-8405	26	9	is	be	AUX
spir-8405	26	10	motivated	motivate	VERB
spir-8405	26	11	by	by	ADP
spir-8405	26	12	the	the	DET
spir-8405	26	13	fact	fact	NOUN
spir-8405	26	14	that	that	SCONJ
spir-8405	26	15	sweden	sweden	PROPN
spir-8405	26	16	features	feature	VERB
spir-8405	26	17	a	a	DET
spir-8405	26	18	political	political	ADJ
spir-8405	26	19	system	system	NOUN
spir-8405	26	20	largely	largely	ADV
spir-8405	26	21	centered	center	VERB
spir-8405	26	22	on	on	ADP
spir-8405	26	23	parties	party	NOUN
spir-8405	26	24	–	–	PUNCT
spir-8405	26	25	another	another	DET
spir-8405	26	26	3	3	NUM
spir-8405	26	27	potentially	potentially	ADV
spir-8405	26	28	interesting	interesting	ADJ
spir-8405	26	29	comparative	comparative	ADJ
spir-8405	26	30	aspect	aspect	NOUN
spir-8405	26	31	to	to	ADP
spir-8405	26	32	some	some	PRON
spir-8405	26	33	of	of	ADP
spir-8405	26	34	the	the	DET
spir-8405	26	35	other	other	ADJ
spir-8405	26	36	countries	country	NOUN
spir-8405	26	37	included	include	VERB
spir-8405	26	38	in	in	ADP
spir-8405	26	39	the	the	DET
spir-8405	26	40	panel	panel	NOUN
spir-8405	26	41	application	application	NOUN
spir-8405	26	42	to	to	PART
spir-8405	26	43	which	which	PRON
spir-8405	26	44	this	this	DET
spir-8405	26	45	paper	paper	NOUN
spir-8405	26	46	belong	belong	VERB
spir-8405	26	47	.	.	PUNCT
spir-8405	27	1	the	the	DET
spir-8405	27	2	subsequent	subsequent	ADJ
spir-8405	27	3	sections	section	NOUN
spir-8405	27	4	provide	provide	VERB
spir-8405	27	5	brief	brief	ADJ
spir-8405	27	6	outlines	outline	NOUN
spir-8405	27	7	of	of	ADP
spir-8405	27	8	the	the	DET
spir-8405	27	9	findings	finding	NOUN
spir-8405	27	10	to	to	PART
spir-8405	27	11	be	be	AUX
spir-8405	27	12	presented	present	VERB
spir-8405	27	13	at	at	ADP
spir-8405	27	14	the	the	DET
spir-8405	27	15	conference	conference	NOUN
spir-8405	27	16	.	.	PUNCT
spir-8405	28	1	the	the	DET
spir-8405	28	2	2010	2010	NUM
spir-8405	28	3	and	and	CCONJ
spir-8405	28	4	2014	2014	NUM
spir-8405	28	5	swedish	swedish	ADJ
spir-8405	28	6	elections	election	NOUN
spir-8405	28	7	on	on	ADP
spir-8405	28	8	twitter	twitter	NOUN
spir-8405	28	9	the	the	DET
spir-8405	28	10	employment	employment	NOUN
spir-8405	28	11	of	of	ADP
spir-8405	28	12	twitter	twitter	NOUN
spir-8405	28	13	hashtags	hashtag	NOUN
spir-8405	28	14	–	–	PUNCT
spir-8405	28	15	thematic	thematic	ADJ
spir-8405	28	16	keywords	keyword	NOUN
spir-8405	28	17	indicating	indicate	VERB
spir-8405	28	18	tweets	tweet	NOUN
spir-8405	28	19	with	with	ADP
spir-8405	28	20	similar	similar	ADJ
spir-8405	28	21	content	content	NOUN
spir-8405	28	22	–	–	PUNCT
spir-8405	28	23	has	have	AUX
spir-8405	28	24	become	become	VERB
spir-8405	28	25	an	an	DET
spir-8405	28	26	established	establish	VERB
spir-8405	28	27	practice	practice	NOUN
spir-8405	28	28	for	for	SCONJ
spir-8405	28	29	users	user	NOUN
spir-8405	28	30	to	to	PART
spir-8405	28	31	participate	participate	VERB
spir-8405	28	32	in	in	ADP
spir-8405	28	33	tweeting	tweet	VERB
spir-8405	28	34	on	on	ADP
spir-8405	28	35	a	a	DET
spir-8405	28	36	specific	specific	ADJ
spir-8405	28	37	theme	theme	NOUN
spir-8405	28	38	.	.	PUNCT
spir-8405	29	1	such	such	ADJ
spir-8405	29	2	practices	practice	NOUN
spir-8405	29	3	have	have	AUX
spir-8405	29	4	become	become	VERB
spir-8405	29	5	common	common	ADJ
spir-8405	29	6	also	also	ADV
spir-8405	29	7	in	in	ADP
spir-8405	29	8	the	the	DET
spir-8405	29	9	swedish	swedish	ADJ
spir-8405	29	10	political	political	ADJ
spir-8405	29	11	context	context	NOUN
spir-8405	29	12	,	,	PUNCT
spir-8405	29	13	where	where	SCONJ
spir-8405	29	14	we	we	PRON
spir-8405	29	15	analyze	analyze	VERB
spir-8405	29	16	tweets	tweet	NOUN
spir-8405	29	17	sent	send	VERB
spir-8405	29	18	during	during	ADP
spir-8405	29	19	a	a	DET
spir-8405	29	20	month	month	NOUN
spir-8405	29	21	-	-	PUNCT
spir-8405	29	22	long	long	ADJ
spir-8405	29	23	period	period	NOUN
spir-8405	29	24	before	before	ADP
spir-8405	29	25	each	each	DET
spir-8405	29	26	studied	study	VERB
spir-8405	29	27	election	election	NOUN
spir-8405	29	28	,	,	PUNCT
spir-8405	29	29	including	include	VERB
spir-8405	29	30	the	the	DET
spir-8405	29	31	most	most	ADV
spir-8405	29	32	prolific	prolific	ADJ
spir-8405	29	33	hashtags	hashtag	NOUN
spir-8405	29	34	for	for	ADP
spir-8405	29	35	each	each	PRON
spir-8405	29	36	of	of	ADP
spir-8405	29	37	the	the	DET
spir-8405	29	38	two	two	NUM
spir-8405	29	39	events	event	NOUN
spir-8405	29	40	(	(	PUNCT
spir-8405	29	41	2010	2010	NUM
spir-8405	29	42	:	:	PUNCT
spir-8405	29	43	n=	n=	ADJ
spir-8405	29	44	99	99	NUM
spir-8405	29	45	832	832	NUM
spir-8405	29	46	;	;	PUNCT
spir-8405	29	47	2014	2014	NUM
spir-8405	29	48	:	:	PUNCT
spir-8405	29	49	n=248	n=248	NUM
spir-8405	29	50	091	091	NUM
spir-8405	29	51	)	)	PUNCT
spir-8405	29	52	.	.	PUNCT
spir-8405	30	1	the	the	DET
spir-8405	30	2	featured	feature	VERB
spir-8405	30	3	approach	approach	NOUN
spir-8405	30	4	builds	build	VERB
spir-8405	30	5	on	on	ADP
spir-8405	30	6	the	the	DET
spir-8405	30	7	study	study	NOUN
spir-8405	30	8	of	of	ADP
spir-8405	30	9	several	several	ADJ
spir-8405	30	10	recent	recent	ADJ
spir-8405	30	11	election	election	NOUN
spir-8405	30	12	campaigns	campaign	NOUN
spir-8405	30	13	in	in	ADP
spir-8405	30	14	scandinavia	scandinavia	PROPN
spir-8405	30	15	(	(	PUNCT
spir-8405	30	16	e.g.	e.g.	ADV
spir-8405	30	17	larsson	larsson	PROPN
spir-8405	30	18	and	and	CCONJ
spir-8405	30	19	moe	moe	NOUN
spir-8405	30	20	,	,	PUNCT
spir-8405	30	21	2012	2012	NUM
spir-8405	30	22	;	;	PUNCT
spir-8405	30	23	moe	moe	NOUN
spir-8405	30	24	and	and	CCONJ
spir-8405	30	25	larsson	larsson	PROPN
spir-8405	30	26	,	,	PUNCT
spir-8405	30	27	2012	2012	NUM
spir-8405	30	28	)	)	PUNCT
spir-8405	30	29	.	.	PUNCT
spir-8405	31	1	our	our	PRON
spir-8405	31	2	basic	basic	ADJ
spir-8405	31	3	assumption	assumption	NOUN
spir-8405	31	4	is	be	AUX
spir-8405	31	5	that	that	SCONJ
spir-8405	31	6	during	during	ADP
spir-8405	31	7	the	the	DET
spir-8405	31	8	period	period	NOUN
spir-8405	31	9	of	of	ADP
spir-8405	31	10	study	study	NOUN
spir-8405	31	11	,	,	PUNCT
spir-8405	31	12	twitter	twitter	NOUN
spir-8405	31	13	went	go	VERB
spir-8405	31	14	from	from	ADP
spir-8405	31	15	creating	create	VERB
spir-8405	31	16	‘	'	PUNCT
spir-8405	31	17	buzz	buzz	ADJ
spir-8405	31	18	’	'	PUNCT
spir-8405	31	19	as	as	ADP
spir-8405	31	20	a	a	DET
spir-8405	31	21	novel	novel	ADJ
spir-8405	31	22	channel	channel	NOUN
spir-8405	31	23	in	in	ADP
spir-8405	31	24	2010	2010	NUM
spir-8405	31	25	,	,	PUNCT
spir-8405	31	26	to	to	ADP
spir-8405	31	27	becoming	become	VERB
spir-8405	31	28	something	something	PRON
spir-8405	31	29	of	of	ADP
spir-8405	31	30	a	a	DET
spir-8405	31	31	stable	stable	NOUN
spir-8405	31	32	of	of	ADP
spir-8405	31	33	political	political	ADJ
spir-8405	31	34	campaigning	campaigning	NOUN
spir-8405	31	35	by	by	ADP
spir-8405	31	36	2014	2014	NUM
spir-8405	31	37	,	,	PUNCT
spir-8405	31	38	with	with	ADP
spir-8405	31	39	more	more	ADV
spir-8405	31	40	established	establish	VERB
spir-8405	31	41	patterns	pattern	NOUN
spir-8405	31	42	of	of	ADP
spir-8405	31	43	use	use	NOUN
spir-8405	31	44	,	,	PUNCT
spir-8405	31	45	more	more	ADV
spir-8405	31	46	mature	mature	ADJ
spir-8405	31	47	–	–	PUNCT
spir-8405	31	48	more	more	ADV
spir-8405	31	49	everyday	everyday	ADJ
spir-8405	31	50	like	like	INTJ
spir-8405	31	51	,	,	PUNCT
spir-8405	31	52	maybe	maybe	ADV
spir-8405	31	53	even	even	ADV
spir-8405	31	54	mundane	mundane	ADJ
spir-8405	31	55	–	–	PUNCT
spir-8405	31	56	for	for	ADP
spir-8405	31	57	politicians	politician	NOUN
spir-8405	31	58	and	and	CCONJ
spir-8405	31	59	their	their	PRON
spir-8405	31	60	campaigners	campaigner	NOUN
spir-8405	31	61	,	,	PUNCT
spir-8405	31	62	for	for	ADP
spir-8405	31	63	activists	activist	NOUN
spir-8405	31	64	,	,	PUNCT
spir-8405	31	65	as	as	ADV
spir-8405	31	66	well	well	ADV
spir-8405	31	67	as	as	ADP
spir-8405	31	68	for	for	ADP
spir-8405	31	69	politically	politically	ADV
spir-8405	31	70	inclined	inclined	ADJ
spir-8405	31	71	citizens	citizen	NOUN
spir-8405	31	72	.	.	PUNCT
spir-8405	32	1	while	while	SCONJ
spir-8405	32	2	the	the	DET
spir-8405	32	3	volume	volume	NOUN
spir-8405	32	4	of	of	ADP
spir-8405	32	5	tweets	tweet	NOUN
spir-8405	32	6	and	and	CCONJ
spir-8405	32	7	users	user	NOUN
spir-8405	32	8	did	do	AUX
spir-8405	32	9	indeed	indeed	ADV
spir-8405	32	10	increase	increase	VERB
spir-8405	32	11	between	between	ADP
spir-8405	32	12	elections	election	NOUN
spir-8405	32	13	,	,	PUNCT
spir-8405	32	14	the	the	DET
spir-8405	32	15	types	type	NOUN
spir-8405	32	16	of	of	ADP
spir-8405	32	17	users	user	NOUN
spir-8405	32	18	who	who	PRON
spir-8405	32	19	gain	gain	VERB
spir-8405	32	20	the	the	DET
spir-8405	32	21	most	most	ADJ
spir-8405	32	22	traction	traction	NOUN
spir-8405	32	23	in	in	ADP
spir-8405	32	24	the	the	DET
spir-8405	32	25	hashtagged	hashtagged	ADJ
spir-8405	32	26	traffic	traffic	NOUN
spir-8405	32	27	studied	study	VERB
spir-8405	32	28	largely	largely	ADV
spir-8405	32	29	remain	remain	VERB
spir-8405	32	30	the	the	DET
spir-8405	32	31	same	same	ADJ
spir-8405	32	32	–	–	PUNCT
spir-8405	32	33	mostly	mostly	ADV
spir-8405	32	34	journalists	journalist	NOUN
spir-8405	32	35	,	,	PUNCT
spir-8405	32	36	politicians	politician	NOUN
spir-8405	32	37	,	,	PUNCT
spir-8405	32	38	party	party	NOUN
spir-8405	32	39	accounts	account	NOUN
spir-8405	32	40	and	and	CCONJ
spir-8405	32	41	other	other	ADJ
spir-8405	32	42	already	already	ADV
spir-8405	32	43	established	establish	VERB
spir-8405	32	44	societal	societal	ADJ
spir-8405	32	45	actors	actor	NOUN
spir-8405	32	46	.	.	PUNCT
spir-8405	33	1	moreover	moreover	ADV
spir-8405	33	2	,	,	PUNCT
spir-8405	33	3	while	while	SCONJ
spir-8405	33	4	the	the	DET
spir-8405	33	5	2010	2010	NUM
spir-8405	33	6	period	period	NOUN
spir-8405	33	7	saw	see	VERB
spir-8405	33	8	mostly	mostly	ADV
spir-8405	33	9	undirected	undirected	ADJ
spir-8405	33	10	tweets	tweet	NOUN
spir-8405	33	11	being	be	AUX
spir-8405	33	12	sent	send	VERB
spir-8405	33	13	(	(	PUNCT
spir-8405	33	14	60.2	60.2	NUM
spir-8405	33	15	%	%	NOUN
spir-8405	33	16	)	)	PUNCT
spir-8405	33	17	,	,	PUNCT
spir-8405	33	18	the	the	DET
spir-8405	33	19	2014	2014	NUM
spir-8405	33	20	election	election	NOUN
spir-8405	33	21	saw	see	VERB
spir-8405	33	22	retweets	retweet	NOUN
spir-8405	33	23	as	as	ADP
spir-8405	33	24	the	the	DET
spir-8405	33	25	most	most	ADV
spir-8405	33	26	common	common	ADJ
spir-8405	33	27	type	type	NOUN
spir-8405	33	28	(	(	PUNCT
spir-8405	33	29	59.6	59.6	NUM
spir-8405	33	30	%	%	NOUN
spir-8405	33	31	)	)	PUNCT
spir-8405	33	32	.	.	PUNCT
spir-8405	34	1	as	as	ADP
spir-8405	34	2	such	such	ADJ
spir-8405	34	3	,	,	PUNCT
spir-8405	34	4	while	while	SCONJ
spir-8405	34	5	we	we	PRON
spir-8405	34	6	are	be	AUX
spir-8405	34	7	seeing	see	VERB
spir-8405	34	8	mostly	mostly	ADV
spir-8405	34	9	similar	similar	ADJ
spir-8405	34	10	user	user	NOUN
spir-8405	34	11	groups	group	NOUN
spir-8405	34	12	engaging	engage	VERB
spir-8405	34	13	to	to	ADP
spir-8405	34	14	larger	large	ADJ
spir-8405	34	15	extent	extent	NOUN
spir-8405	34	16	across	across	ADP
spir-8405	34	17	elections	election	NOUN
spir-8405	34	18	,	,	PUNCT
spir-8405	34	19	this	this	DET
spir-8405	34	20	engagement	engagement	NOUN
spir-8405	34	21	appears	appear	VERB
spir-8405	34	22	to	to	PART
spir-8405	34	23	have	have	AUX
spir-8405	34	24	taken	take	VERB
spir-8405	34	25	more	more	ADV
spir-8405	34	26	redistributive	redistributive	ADJ
spir-8405	34	27	tendencies	tendency	NOUN
spir-8405	34	28	as	as	SCONJ
spir-8405	34	29	retweets	retweet	NOUN
spir-8405	34	30	rise	rise	VERB
spir-8405	34	31	in	in	ADP
spir-8405	34	32	popularity	popularity	NOUN
spir-8405	34	33	–	–	PUNCT
spir-8405	34	34	mostly	mostly	ADV
spir-8405	34	35	strengthening	strengthen	VERB
spir-8405	34	36	the	the	DET
spir-8405	34	37	positions	position	NOUN
spir-8405	34	38	of	of	ADP
spir-8405	34	39	those	those	PRON
spir-8405	34	40	already	already	ADV
spir-8405	34	41	holding	hold	VERB
spir-8405	34	42	roles	role	NOUN
spir-8405	34	43	in	in	ADP
spir-8405	34	44	civil	civil	ADJ
spir-8405	34	45	society	society	NOUN
spir-8405	34	46	.	.	PUNCT
spir-8405	35	1	the	the	DET
spir-8405	35	2	2010	2010	NUM
spir-8405	35	3	and	and	CCONJ
spir-8405	35	4	2014	2014	NUM
spir-8405	35	5	swedish	swedish	ADJ
spir-8405	35	6	elections	election	NOUN
spir-8405	35	7	on	on	ADP
spir-8405	35	8	facebook	facebook	PROPN
spir-8405	35	9	while	while	SCONJ
spir-8405	35	10	it	it	PRON
spir-8405	35	11	has	have	AUX
spir-8405	35	12	been	be	AUX
spir-8405	35	13	suggested	suggest	VERB
spir-8405	35	14	that	that	SCONJ
spir-8405	35	15	the	the	DET
spir-8405	35	16	uses	use	NOUN
spir-8405	35	17	of	of	ADP
spir-8405	35	18	twitter	twitter	NOUN
spir-8405	35	19	at	at	ADP
spir-8405	35	20	the	the	DET
spir-8405	35	21	hands	hand	NOUN
spir-8405	35	22	of	of	ADP
spir-8405	35	23	politicians	politician	NOUN
spir-8405	35	24	have	have	AUX
spir-8405	35	25	received	receive	VERB
spir-8405	35	26	relatively	relatively	ADV
spir-8405	35	27	little	little	ADJ
spir-8405	35	28	scholarly	scholarly	ADJ
spir-8405	35	29	attention	attention	NOUN
spir-8405	35	30	(	(	PUNCT
spir-8405	35	31	bekafigo	bekafigo	NOUN
spir-8405	35	32	and	and	CCONJ
spir-8405	35	33	mcbride	mcbride	NOUN
spir-8405	35	34	,	,	PUNCT
spir-8405	35	35	2013	2013	NUM
spir-8405	35	36	)	)	PUNCT
spir-8405	35	37	,	,	PUNCT
spir-8405	35	38	even	even	ADV
spir-8405	35	39	less	less	ADJ
spir-8405	35	40	work	work	NOUN
spir-8405	35	41	has	have	AUX
spir-8405	35	42	arguably	arguably	ADV
spir-8405	35	43	been	be	AUX
spir-8405	35	44	performed	perform	VERB
spir-8405	35	45	looking	look	VERB
spir-8405	35	46	into	into	ADP
spir-8405	35	47	the	the	DET
spir-8405	35	48	uses	use	NOUN
spir-8405	35	49	of	of	ADP
spir-8405	35	50	the	the	DET
spir-8405	35	51	often	often	ADV
spir-8405	35	52	more	more	ADV
spir-8405	35	53	popular	popular	ADJ
spir-8405	35	54	facebook	facebook	NOUN
spir-8405	35	55	platform	platform	NOUN
spir-8405	35	56	(	(	PUNCT
spir-8405	35	57	bruns	brun	NOUN
spir-8405	35	58	,	,	PUNCT
spir-8405	35	59	2011	2011	NUM
spir-8405	35	60	)	)	PUNCT
spir-8405	35	61	.	.	PUNCT
spir-8405	36	1	adopting	adopt	VERB
spir-8405	36	2	conceptual	conceptual	ADJ
spir-8405	36	3	notions	notion	NOUN
spir-8405	36	4	of	of	ADP
spir-8405	36	5	permanent	permanent	ADJ
spir-8405	36	6	campaigning	campaigning	NOUN
spir-8405	36	7	,	,	PUNCT
spir-8405	36	8	suggesting	suggest	VERB
spir-8405	36	9	intensive	intensive	ADJ
spir-8405	36	10	communicative	communicative	ADJ
spir-8405	36	11	efforts	effort	NOUN
spir-8405	36	12	by	by	ADP
spir-8405	36	13	political	political	ADJ
spir-8405	36	14	actors	actor	NOUN
spir-8405	36	15	also	also	ADV
spir-8405	36	16	outside	outside	ADP
spir-8405	36	17	of	of	ADP
spir-8405	36	18	election	election	NOUN
spir-8405	36	19	seasons	season	NOUN
spir-8405	36	20	(	(	PUNCT
spir-8405	36	21	elmer	elmer	NOUN
spir-8405	36	22	,	,	PUNCT
spir-8405	36	23	langlois	langlois	PROPN
spir-8405	36	24	,	,	PUNCT
spir-8405	36	25	and	and	CCONJ
spir-8405	36	26	mckelvey	mckelvey	NOUN
spir-8405	36	27	,	,	PUNCT
spir-8405	36	28	2012	2012	NUM
spir-8405	36	29	;	;	PUNCT
spir-8405	36	30	larsson	larsson	PROPN
spir-8405	36	31	,	,	PUNCT
spir-8405	36	32	2014	2014	NUM
spir-8405	36	33	)	)	PUNCT
spir-8405	36	34	,	,	PUNCT
spir-8405	36	35	the	the	DET
spir-8405	36	36	facebook	facebook	NOUN
spir-8405	36	37	portion	portion	NOUN
spir-8405	36	38	of	of	ADP
spir-8405	36	39	the	the	DET
spir-8405	36	40	suggested	suggest	VERB
spir-8405	36	41	presentation	presentation	NOUN
spir-8405	36	42	is	be	AUX
spir-8405	36	43	focused	focus	VERB
spir-8405	36	44	on	on	ADP
spir-8405	36	45	providing	provide	VERB
spir-8405	36	46	overarching	overarching	ADJ
spir-8405	36	47	insights	insight	NOUN
spir-8405	36	48	into	into	ADP
spir-8405	36	49	uses	use	NOUN
spir-8405	36	50	of	of	ADP
spir-8405	36	51	the	the	DET
spir-8405	36	52	platform	platform	NOUN
spir-8405	36	53	at	at	ADP
spir-8405	36	54	hand	hand	NOUN
spir-8405	36	55	by	by	ADP
spir-8405	36	56	swedish	swedish	ADJ
spir-8405	36	57	political	political	ADJ
spir-8405	36	58	parties	party	NOUN
spir-8405	36	59	during	during	ADP
spir-8405	36	60	and	and	CCONJ
spir-8405	36	61	inbetween	inbetween	VERB
spir-8405	36	62	the	the	DET
spir-8405	36	63	two	two	NUM
spir-8405	36	64	elections	election	NOUN
spir-8405	36	65	.	.	PUNCT
spir-8405	37	1	specifically	specifically	ADV
spir-8405	37	2	,	,	PUNCT
spir-8405	37	3	we	we	PRON
spir-8405	37	4	distinguish	distinguish	VERB
spir-8405	37	5	between	between	ADP
spir-8405	37	6	the	the	DET
spir-8405	37	7	activities	activity	NOUN
spir-8405	37	8	undertaken	undertake	VERB
spir-8405	37	9	by	by	ADP
spir-8405	37	10	incumbent	incumbent	ADJ
spir-8405	37	11	and	and	CCONJ
spir-8405	37	12	challenger	challenger	NOUN
spir-8405	37	13	parties	party	NOUN
spir-8405	37	14	,	,	PUNCT
spir-8405	37	15	where	where	SCONJ
spir-8405	37	16	the	the	DET
spir-8405	37	17	latter	latter	ADJ
spir-8405	37	18	group	group	NOUN
spir-8405	37	19	have	have	AUX
spir-8405	37	20	often	often	ADV
spir-8405	37	21	been	be	AUX
spir-8405	37	22	pointed	point	VERB
spir-8405	37	23	to	to	ADP
spir-8405	37	24	as	as	ADP
spir-8405	37	25	having	have	VERB
spir-8405	37	26	especially	especially	ADV
spir-8405	37	27	valid	valid	ADJ
spir-8405	37	28	reasons	reason	NOUN
spir-8405	37	29	to	to	PART
spir-8405	37	30	partake	partake	VERB
spir-8405	37	31	online	online	ADV
spir-8405	37	32	in	in	ADP
spir-8405	37	33	this	this	DET
spir-8405	37	34	regard	regard	NOUN
spir-8405	37	35	(	(	PUNCT
spir-8405	37	36	e.g.	e.g.	ADV
spir-8405	37	37	strandberg	strandberg	PROPN
spir-8405	37	38	,	,	PUNCT
spir-8405	37	39	2013	2013	NUM
spir-8405	37	40	)	)	PUNCT
spir-8405	37	41	.	.	PUNCT
spir-8405	38	1	the	the	DET
spir-8405	38	2	study	study	NOUN
spir-8405	38	3	also	also	ADV
spir-8405	38	4	takes	take	VERB
spir-8405	38	5	citizens	citizen	NOUN
spir-8405	38	6	into	into	ADP
spir-8405	38	7	account	account	NOUN
spir-8405	38	8	,	,	PUNCT
spir-8405	38	9	by	by	ADP
spir-8405	38	10	assessing	assess	VERB
spir-8405	38	11	the	the	DET
spir-8405	38	12	types	type	NOUN
spir-8405	38	13	of	of	ADP
spir-8405	38	14	feedback	feedback	NOUN
spir-8405	38	15	received	receive	VERB
spir-8405	38	16	.	.	PUNCT
spir-8405	39	1	for	for	ADP
spir-8405	39	2	this	this	DET
spir-8405	39	3	purpose	purpose	NOUN
spir-8405	39	4	,	,	PUNCT
spir-8405	39	5	we	we	PRON
spir-8405	39	6	differentiate	differentiate	VERB
spir-8405	39	7	between	between	ADP
spir-8405	39	8	so	so	ADV
spir-8405	39	9	-	-	PUNCT
spir-8405	39	10	called	call	VERB
spir-8405	39	11	‘	'	PUNCT
spir-8405	39	12	likes	like	NOUN
spir-8405	39	13	’	'	PUNCT
spir-8405	39	14	,	,	PUNCT
spir-8405	39	15	‘	'	PUNCT
spir-8405	39	16	shares	share	NOUN
spir-8405	39	17	’	'	PUNCT
spir-8405	39	18	and	and	CCONJ
spir-8405	39	19	‘	'	PUNCT
spir-8405	39	20	comments	comment	NOUN
spir-8405	39	21	’	'	PUNCT
spir-8405	39	22	.	.	PUNCT
spir-8405	40	1	the	the	DET
spir-8405	40	2	main	main	ADJ
spir-8405	40	3	findings	finding	NOUN
spir-8405	40	4	indicate	indicate	VERB
spir-8405	40	5	that	that	SCONJ
spir-8405	40	6	while	while	SCONJ
spir-8405	40	7	less	less	ADV
spir-8405	40	8	established	establish	VERB
spir-8405	40	9	actors	actor	NOUN
spir-8405	40	10	show	show	VERB
spir-8405	40	11	tendencies	tendency	NOUN
spir-8405	40	12	towards	towards	ADP
spir-8405	40	13	a	a	DET
spir-8405	40	14	more	more	ADV
spir-8405	40	15	permanent	permanent	ADJ
spir-8405	40	16	employment	employment	NOUN
spir-8405	40	17	of	of	ADP
spir-8405	40	18	facebook	facebook	NOUN
spir-8405	40	19	,	,	PUNCT
spir-8405	40	20	their	their	PRON
spir-8405	40	21	established	establish	VERB
spir-8405	40	22	competitors	competitor	NOUN
spir-8405	40	23	are	be	AUX
spir-8405	40	24	generally	generally	ADV
spir-8405	40	25	more	more	ADV
spir-8405	40	26	successful	successful	ADJ
spir-8405	40	27	in	in	ADP
spir-8405	40	28	gaining	gain	VERB
spir-8405	40	29	leverage	leverage	NOUN
spir-8405	40	30	on	on	ADP
spir-8405	40	31	the	the	DET
spir-8405	40	32	platform	platform	NOUN
spir-8405	40	33	.	.	PUNCT
spir-8405	41	1	throughout	throughout	ADP
spir-8405	41	2	the	the	DET
spir-8405	41	3	studied	study	VERB
spir-8405	41	4	periods	period	NOUN
spir-8405	41	5	,	,	PUNCT
spir-8405	41	6	the	the	DET
spir-8405	41	7	right	right	ADJ
spir-8405	41	8	-	-	PUNCT
spir-8405	41	9	wing	wing	NOUN
spir-8405	41	10	populist	populist	ADJ
spir-8405	41	11	sweden	sweden	PROPN
spir-8405	41	12	democrat	democrat	PROPN
spir-8405	41	13	party	party	PROPN
spir-8405	41	14	emerge	emerge	VERB
spir-8405	41	15	as	as	ADP
spir-8405	41	16	particularly	particularly	ADV
spir-8405	41	17	popular	popular	ADJ
spir-8405	41	18	–	–	PUNCT
spir-8405	41	19	mirroring	mirror	VERB
spir-8405	41	20	findings	finding	NOUN
spir-8405	41	21	from	from	ADP
spir-8405	41	22	other	other	ADJ
spir-8405	41	23	contexts	context	NOUN
spir-8405	41	24	(	(	PUNCT
spir-8405	41	25	e.g.	e.g.	ADV
spir-8405	41	26	jackson	jackson	PROPN
spir-8405	41	27	and	and	CCONJ
spir-8405	41	28	lilleker	lilleker	PROPN
spir-8405	41	29	,	,	PUNCT
spir-8405	41	30	2009	2009	NUM
spir-8405	41	31	)	)	PUNCT
spir-8405	41	32	.	.	PUNCT
spir-8405	42	1	in	in	ADP
spir-8405	42	2	comparison	comparison	NOUN
spir-8405	42	3	with	with	ADP
spir-8405	42	4	twitter	twitter	NOUN
spir-8405	42	5	,	,	PUNCT
spir-8405	42	6	then	then	ADV
spir-8405	42	7	,	,	PUNCT
spir-8405	42	8	this	this	DET
spir-8405	42	9	particular	particular	ADJ
spir-8405	42	10	party	party	NOUN
spir-8405	42	11	does	do	AUX
spir-8405	42	12	not	not	PART
spir-8405	42	13	enjoy	enjoy	VERB
spir-8405	42	14	4	4	NUM
spir-8405	42	15	such	such	ADJ
spir-8405	42	16	popularity	popularity	NOUN
spir-8405	42	17	on	on	ADP
spir-8405	42	18	the	the	DET
spir-8405	42	19	former	former	ADJ
spir-8405	42	20	of	of	ADP
spir-8405	42	21	these	these	DET
spir-8405	42	22	platforms	platform	NOUN
spir-8405	42	23	–	–	PUNCT
spir-8405	42	24	a	a	DET
spir-8405	42	25	result	result	NOUN
spir-8405	42	26	that	that	PRON
spir-8405	42	27	suggests	suggest	VERB
spir-8405	42	28	rather	rather	ADV
spir-8405	42	29	different	different	ADJ
spir-8405	42	30	user	user	NOUN
spir-8405	42	31	groups	group	NOUN
spir-8405	42	32	populate	populate	VERB
spir-8405	42	33	the	the	DET
spir-8405	42	34	services	service	NOUN
spir-8405	42	35	studied	study	VERB
spir-8405	42	36	.	.	PUNCT
spir-8405	43	1	by	by	ADP
spir-8405	43	2	comparing	compare	VERB
spir-8405	43	3	usage	usage	NOUN
spir-8405	43	4	and	and	CCONJ
spir-8405	43	5	tendencies	tendency	NOUN
spir-8405	43	6	across	across	ADP
spir-8405	43	7	platforms	platform	NOUN
spir-8405	43	8	,	,	PUNCT
spir-8405	43	9	user	user	NOUN
spir-8405	43	10	groups	group	NOUN
spir-8405	43	11	and	and	CCONJ
spir-8405	43	12	elections	election	NOUN
spir-8405	43	13	,	,	PUNCT
spir-8405	43	14	the	the	DET
spir-8405	43	15	current	current	ADJ
spir-8405	43	16	presentation	presentation	NOUN
spir-8405	43	17	will	will	AUX
spir-8405	43	18	provide	provide	VERB
spir-8405	43	19	useful	useful	ADJ
spir-8405	43	20	insights	insight	NOUN
spir-8405	43	21	into	into	ADP
spir-8405	43	22	the	the	DET
spir-8405	43	23	applications	application	NOUN
spir-8405	43	24	of	of	ADP
spir-8405	43	25	social	social	ADJ
spir-8405	43	26	media	medium	NOUN
spir-8405	43	27	in	in	ADP
spir-8405	43	28	a	a	DET
spir-8405	43	29	unique	unique	ADJ
spir-8405	43	30	context	context	NOUN
spir-8405	43	31	.	.	PUNCT
spir-8405	44	1	indeed	indeed	ADV
spir-8405	44	2	,	,	PUNCT
spir-8405	44	3	rather	rather	ADV
spir-8405	44	4	few	few	ADJ
spir-8405	44	5	cross	cross	ADJ
spir-8405	44	6	-	-	ADJ
spir-8405	44	7	platform	platform	ADJ
spir-8405	44	8	studies	study	NOUN
spir-8405	44	9	have	have	AUX
spir-8405	44	10	been	be	AUX
spir-8405	44	11	provided	provide	VERB
spir-8405	44	12	previously	previously	ADV
spir-8405	44	13	.	.	PUNCT
spir-8405	45	1	in	in	ADP
spir-8405	45	2	sum	sum	NOUN
spir-8405	45	3	,	,	PUNCT
spir-8405	45	4	then	then	ADV
spir-8405	45	5	,	,	PUNCT
spir-8405	45	6	results	result	NOUN
spir-8405	45	7	suggest	suggest	VERB
spir-8405	45	8	that	that	SCONJ
spir-8405	45	9	while	while	SCONJ
spir-8405	45	10	twitter	twitter	NOUN
spir-8405	45	11	appears	appear	VERB
spir-8405	45	12	almost	almost	ADV
spir-8405	45	13	as	as	ADP
spir-8405	45	14	an	an	DET
spir-8405	45	15	“	"	PUNCT
spir-8405	45	16	echochamber	echochamber	NOUN
spir-8405	45	17	”	"	PUNCT
spir-8405	45	18	for	for	ADP
spir-8405	45	19	societal	societal	ADJ
spir-8405	45	20	elites	elite	NOUN
spir-8405	45	21	,	,	PUNCT
spir-8405	45	22	the	the	DET
spir-8405	45	23	analyzed	analyze	VERB
spir-8405	45	24	facebook	facebook	NOUN
spir-8405	45	25	data	datum	NOUN
spir-8405	45	26	tell	tell	VERB
spir-8405	45	27	a	a	DET
spir-8405	45	28	somewhat	somewhat	ADV
spir-8405	45	29	different	different	ADJ
spir-8405	45	30	story	story	NOUN
spir-8405	45	31	given	give	VERB
spir-8405	45	32	the	the	DET
spir-8405	45	33	popularity	popularity	NOUN
spir-8405	45	34	of	of	ADP
spir-8405	45	35	the	the	DET
spir-8405	45	36	sweden	sweden	PROPN
spir-8405	45	37	democrats	democrats	PROPN
spir-8405	45	38	.	.	PUNCT
spir-8405	46	1	while	while	SCONJ
spir-8405	46	2	it	it	PRON
spir-8405	46	3	would	would	AUX
spir-8405	46	4	be	be	AUX
spir-8405	46	5	an	an	DET
spir-8405	46	6	overstatement	overstatement	NOUN
spir-8405	46	7	to	to	PART
spir-8405	46	8	suggest	suggest	VERB
spir-8405	46	9	dramatic	dramatic	ADJ
spir-8405	46	10	differences	difference	NOUN
spir-8405	46	11	across	across	ADP
spir-8405	46	12	the	the	DET
spir-8405	46	13	platforms	platform	NOUN
spir-8405	46	14	in	in	ADP
spir-8405	46	15	this	this	DET
spir-8405	46	16	regard	regard	NOUN
spir-8405	46	17	,	,	PUNCT
spir-8405	46	18	the	the	DET
spir-8405	46	19	swedish	swedish	ADJ
spir-8405	46	20	context	context	PROPN
spir-8405	46	21	features	feature	VERB
spir-8405	46	22	clear	clear	ADJ
spir-8405	46	23	examples	example	NOUN
spir-8405	46	24	of	of	ADP
spir-8405	46	25	differing	differ	VERB
spir-8405	46	26	user	user	NOUN
spir-8405	46	27	groups	group	NOUN
spir-8405	46	28	being	be	AUX
spir-8405	46	29	activated	activate	VERB
spir-8405	46	30	in	in	ADP
spir-8405	46	31	relation	relation	NOUN
spir-8405	46	32	to	to	ADP
spir-8405	46	33	political	political	ADJ
spir-8405	46	34	party	party	NOUN
spir-8405	46	35	accounts	account	NOUN
spir-8405	46	36	–	–	PUNCT
spir-8405	46	37	with	with	ADP
spir-8405	46	38	certain	certain	ADJ
spir-8405	46	39	implications	implication	NOUN
spir-8405	46	40	for	for	ADP
spir-8405	46	41	political	political	ADJ
spir-8405	46	42	discourse	discourse	NOUN
spir-8405	46	43	.	.	PUNCT
spir-8405	47	1	references	reference	NOUN
spir-8405	47	2	bekafigo	bekafigo	NOUN
spir-8405	47	3	,	,	PUNCT
spir-8405	47	4	m.	m.	NOUN
spir-8405	47	5	a.	a.	PROPN
spir-8405	47	6	,	,	PUNCT
spir-8405	47	7	&	&	CCONJ
spir-8405	47	8	mcbride	mcbride	PROPN
spir-8405	47	9	,	,	PUNCT
spir-8405	47	10	a.	a.	PROPN
spir-8405	47	11	(	(	PUNCT
spir-8405	47	12	2013	2013	NUM
spir-8405	47	13	)	)	PUNCT
spir-8405	47	14	.	.	PUNCT
spir-8405	48	1	who	who	PRON
spir-8405	48	2	tweets	tweet	VERB
spir-8405	48	3	about	about	ADP
spir-8405	48	4	politics	politic	NOUN
spir-8405	48	5	?	?	PUNCT
spir-8405	49	1	political	political	ADJ
spir-8405	49	2	participation	participation	NOUN
spir-8405	49	3	of	of	ADP
spir-8405	49	4	twitter	twitter	NOUN
spir-8405	49	5	users	user	NOUN
spir-8405	49	6	during	during	ADP
spir-8405	49	7	the	the	DET
spir-8405	49	8	2011	2011	NUM
spir-8405	49	9	gubernatorial	gubernatorial	ADJ
spir-8405	49	10	elections	election	NOUN
spir-8405	49	11	.	.	PUNCT
spir-8405	50	1	social	social	ADJ
spir-8405	50	2	science	science	PROPN
spir-8405	50	3	computer	computer	NOUN
spir-8405	50	4	review	review	NOUN
spir-8405	50	5	,	,	PUNCT
spir-8405	50	6	0(0	0(0	PROPN
spir-8405	50	7	)	)	PUNCT
spir-8405	50	8	,	,	PUNCT
spir-8405	50	9	1	1	NUM
spir-8405	50	10	-	-	SYM
spir-8405	50	11	19	19	NUM
spir-8405	50	12	.	.	PUNCT
spir-8405	51	1	bruns	brun	NOUN
spir-8405	51	2	,	,	PUNCT
spir-8405	51	3	a.	a.	NOUN
spir-8405	51	4	(	(	PUNCT
spir-8405	51	5	2011	2011	NUM
spir-8405	51	6	)	)	PUNCT
spir-8405	51	7	.	.	PUNCT
spir-8405	52	1	how	how	SCONJ
spir-8405	52	2	long	long	ADV
spir-8405	52	3	is	be	AUX
spir-8405	52	4	a	a	DET
spir-8405	52	5	tweet	tweet	NOUN
spir-8405	52	6	?	?	PUNCT
spir-8405	53	1	mapping	map	VERB
spir-8405	53	2	dynamic	dynamic	ADJ
spir-8405	53	3	conversation	conversation	NOUN
spir-8405	53	4	networks	network	NOUN
spir-8405	53	5	on	on	ADP
spir-8405	53	6	twitter	twitter	NOUN
spir-8405	53	7	using	use	VERB
spir-8405	53	8	gawk	gawk	NOUN
spir-8405	53	9	and	and	CCONJ
spir-8405	53	10	gephi	gephi	ADJ
spir-8405	53	11	.	.	PUNCT
spir-8405	54	1	information	information	NOUN
spir-8405	54	2	,	,	PUNCT
spir-8405	54	3	communication	communication	NOUN
spir-8405	54	4	&	&	CCONJ
spir-8405	54	5	society	society	NOUN
spir-8405	54	6	,	,	PUNCT
spir-8405	54	7	15(9	15(9	NUM
spir-8405	54	8	)	)	PUNCT
spir-8405	54	9	,	,	PUNCT
spir-8405	54	10	1323	1323	NUM
spir-8405	54	11	-	-	SYM
spir-8405	54	12	1351	1351	NUM
spir-8405	54	13	.	.	PUNCT
spir-8405	55	1	elmer	elmer	PROPN
spir-8405	55	2	,	,	PUNCT
spir-8405	55	3	g.	g.	PROPN
spir-8405	55	4	,	,	PUNCT
spir-8405	55	5	langlois	langlois	PROPN
spir-8405	55	6	,	,	PUNCT
spir-8405	55	7	g.	g.	PROPN
spir-8405	55	8	,	,	PUNCT
spir-8405	55	9	&	&	CCONJ
spir-8405	55	10	mckelvey	mckelvey	PROPN
spir-8405	55	11	,	,	PUNCT
spir-8405	55	12	f.	f.	PROPN
spir-8405	55	13	(	(	PUNCT
spir-8405	55	14	2012	2012	NUM
spir-8405	55	15	)	)	PUNCT
spir-8405	55	16	.	.	PUNCT
spir-8405	56	1	the	the	DET
spir-8405	56	2	permanent	permanent	ADJ
spir-8405	56	3	campaign	campaign	NOUN
spir-8405	56	4	:	:	PUNCT
spir-8405	56	5	new	new	ADJ
spir-8405	56	6	media	medium	NOUN
spir-8405	56	7	,	,	PUNCT
spir-8405	56	8	new	new	ADJ
spir-8405	56	9	politics	politic	NOUN
spir-8405	56	10	.	.	PUNCT
spir-8405	57	1	new	new	PROPN
spir-8405	57	2	york	york	PROPN
spir-8405	57	3	,	,	PUNCT
spir-8405	57	4	ny	ny	PROPN
spir-8405	57	5	:	:	PUNCT
spir-8405	57	6	peter	peter	PROPN
spir-8405	57	7	lang	lang	PROPN
spir-8405	57	8	.	.	PUNCT
spir-8405	58	1	gibson	gibson	PROPN
spir-8405	58	2	,	,	PUNCT
spir-8405	58	3	r.	r.	PROPN
spir-8405	58	4	(	(	PUNCT
spir-8405	58	5	2004	2004	NUM
spir-8405	58	6	)	)	PUNCT
spir-8405	58	7	.	.	PUNCT
spir-8405	59	1	web	web	NOUN
spir-8405	59	2	campaigning	campaigning	NOUN
spir-8405	59	3	from	from	ADP
spir-8405	59	4	a	a	DET
spir-8405	59	5	global	global	ADJ
spir-8405	59	6	perspective	perspective	NOUN
spir-8405	59	7	.	.	PUNCT
spir-8405	60	1	asia	asia	PROPN
spir-8405	60	2	-	-	PUNCT
spir-8405	60	3	pacific	pacific	PROPN
spir-8405	60	4	review	review	NOUN
spir-8405	60	5	,	,	PUNCT
spir-8405	60	6	11(1	11(1	NUM
spir-8405	60	7	)	)	PUNCT
spir-8405	60	8	,	,	PUNCT
spir-8405	60	9	95	95	NUM
spir-8405	60	10	126	126	NUM
spir-8405	60	11	.	.	PUNCT
spir-8405	61	1	gustafsson	gustafsson	PROPN
spir-8405	61	2	,	,	PUNCT
spir-8405	61	3	n.	n.	PROPN
spir-8405	61	4	(	(	PUNCT
spir-8405	61	5	2012	2012	NUM
spir-8405	61	6	)	)	PUNCT
spir-8405	61	7	.	.	PUNCT
spir-8405	62	1	the	the	DET
spir-8405	62	2	subtle	subtle	ADJ
spir-8405	62	3	nature	nature	NOUN
spir-8405	62	4	of	of	ADP
spir-8405	62	5	facebook	facebook	NOUN
spir-8405	62	6	politics	politic	NOUN
spir-8405	62	7	:	:	PUNCT
spir-8405	62	8	swedish	swedish	ADJ
spir-8405	62	9	social	social	ADJ
spir-8405	62	10	network	network	NOUN
spir-8405	62	11	site	site	NOUN
spir-8405	62	12	users	user	NOUN
spir-8405	62	13	and	and	CCONJ
spir-8405	62	14	political	political	ADJ
spir-8405	62	15	participation	participation	NOUN
spir-8405	62	16	.	.	PUNCT
spir-8405	63	1	new	new	ADJ
spir-8405	63	2	media	medium	NOUN
spir-8405	63	3	&	&	CCONJ
spir-8405	63	4	society	society	NOUN
spir-8405	63	5	,	,	PUNCT
spir-8405	63	6	14(7	14(7	NUM
spir-8405	63	7	)	)	PUNCT
spir-8405	63	8	,	,	PUNCT
spir-8405	63	9	1111	1111	NUM
spir-8405	63	10	-	-	SYM
spir-8405	63	11	1127	1127	NUM
spir-8405	63	12	.	.	PUNCT
spir-8405	64	1	jackson	jackson	PROPN
spir-8405	64	2	,	,	PUNCT
spir-8405	64	3	n.	n.	PROPN
spir-8405	64	4	a.	a.	PROPN
spir-8405	64	5	,	,	PUNCT
spir-8405	64	6	&	&	CCONJ
spir-8405	64	7	lilleker	lilleker	PROPN
spir-8405	64	8	,	,	PUNCT
spir-8405	64	9	d.	d.	PROPN
spir-8405	64	10	g.	g.	PROPN
spir-8405	64	11	(	(	PUNCT
spir-8405	64	12	2009	2009	NUM
spir-8405	64	13	)	)	PUNCT
spir-8405	64	14	.	.	PUNCT
spir-8405	65	1	building	build	VERB
spir-8405	65	2	an	an	DET
spir-8405	65	3	architecture	architecture	NOUN
spir-8405	65	4	of	of	ADP
spir-8405	65	5	participation	participation	NOUN
spir-8405	65	6	?	?	PUNCT
spir-8405	66	1	political	political	ADJ
spir-8405	66	2	parties	party	NOUN
spir-8405	66	3	and	and	CCONJ
spir-8405	66	4	web	web	NOUN
spir-8405	66	5	2.0	2.0	NUM
spir-8405	66	6	in	in	ADP
spir-8405	66	7	britain	britain	PROPN
spir-8405	66	8	.	.	PUNCT
spir-8405	67	1	journal	journal	PROPN
spir-8405	67	2	of	of	ADP
spir-8405	67	3	information	information	NOUN
spir-8405	67	4	technology	technology	PROPN
spir-8405	67	5	&	&	CCONJ
spir-8405	67	6	politics	politic	NOUN
spir-8405	67	7	,	,	PUNCT
spir-8405	67	8	6(3	6(3	NUM
spir-8405	67	9	)	)	PUNCT
spir-8405	67	10	,	,	PUNCT
spir-8405	67	11	232	232	NUM
spir-8405	67	12	250	250	NUM
spir-8405	67	13	.	.	PUNCT
spir-8405	68	1	karlsen	karlsen	PROPN
spir-8405	68	2	,	,	PUNCT
spir-8405	68	3	r.	r.	PROPN
spir-8405	68	4	(	(	PUNCT
spir-8405	68	5	2012	2012	NUM
spir-8405	68	6	)	)	PUNCT
spir-8405	68	7	.	.	PUNCT
spir-8405	69	1	obama	obama	PROPN
spir-8405	69	2	's	's	PART
spir-8405	69	3	online	online	ADJ
spir-8405	69	4	success	success	NOUN
spir-8405	69	5	and	and	CCONJ
spir-8405	69	6	european	european	ADJ
spir-8405	69	7	party	party	PROPN
spir-8405	69	8	organizations	organization	NOUN
spir-8405	69	9	:	:	PUNCT
spir-8405	69	10	adoption	adoption	NOUN
spir-8405	69	11	and	and	CCONJ
spir-8405	69	12	adaptation	adaptation	NOUN
spir-8405	69	13	of	of	ADP
spir-8405	69	14	us	we	PRON
spir-8405	69	15	online	online	ADJ
spir-8405	69	16	practices	practice	NOUN
spir-8405	69	17	in	in	ADP
spir-8405	69	18	the	the	DET
spir-8405	69	19	norwegian	norwegian	ADJ
spir-8405	69	20	labor	labor	NOUN
spir-8405	69	21	party	party	PROPN
spir-8405	69	22	.	.	PUNCT
spir-8405	70	1	journal	journal	PROPN
spir-8405	70	2	of	of	ADP
spir-8405	70	3	information	information	NOUN
spir-8405	70	4	technology	technology	PROPN
spir-8405	70	5	&	&	CCONJ
spir-8405	70	6	politics	politic	NOUN
spir-8405	70	7	,	,	PUNCT
spir-8405	70	8	121121091903003	121121091903003	NUM
spir-8405	70	9	.	.	PUNCT
spir-8405	71	1	larsson	larsson	PROPN
spir-8405	71	2	,	,	PUNCT
spir-8405	71	3	a.	a.	NOUN
spir-8405	71	4	o.	o.	PROPN
spir-8405	71	5	(	(	PUNCT
spir-8405	71	6	2014	2014	NUM
spir-8405	71	7	)	)	PUNCT
spir-8405	71	8	.	.	PUNCT
spir-8405	72	1	online	online	INTJ
spir-8405	72	2	,	,	PUNCT
spir-8405	72	3	all	all	DET
spir-8405	72	4	the	the	DET
spir-8405	72	5	time	time	NOUN
spir-8405	72	6	?	?	PUNCT
spir-8405	73	1	a	a	DET
spir-8405	73	2	quantitative	quantitative	ADJ
spir-8405	73	3	assessment	assessment	NOUN
spir-8405	73	4	of	of	ADP
spir-8405	73	5	the	the	DET
spir-8405	73	6	permanent	permanent	ADJ
spir-8405	73	7	campaign	campaign	NOUN
spir-8405	73	8	on	on	ADP
spir-8405	73	9	facebook	facebook	PROPN
spir-8405	73	10	.	.	PUNCT
spir-8405	74	1	new	new	ADJ
spir-8405	74	2	media	medium	NOUN
spir-8405	74	3	&	&	CCONJ
spir-8405	74	4	society	society	NOUN
spir-8405	74	5	.	.	PUNCT
spir-8405	75	1	larsson	larsson	PROPN
spir-8405	75	2	,	,	PUNCT
spir-8405	75	3	a.	a.	PROPN
spir-8405	75	4	o.	o.	PROPN
spir-8405	75	5	,	,	PUNCT
spir-8405	75	6	&	&	CCONJ
spir-8405	75	7	moe	moe	PROPN
spir-8405	75	8	,	,	PUNCT
spir-8405	75	9	h.	h.	PROPN
spir-8405	75	10	(	(	PUNCT
spir-8405	75	11	2012	2012	NUM
spir-8405	75	12	)	)	PUNCT
spir-8405	75	13	.	.	PUNCT
spir-8405	76	1	studying	study	VERB
spir-8405	76	2	political	political	ADJ
spir-8405	76	3	microblogging	microblogging	NOUN
spir-8405	76	4	:	:	PUNCT
spir-8405	76	5	twitter	twitter	NOUN
spir-8405	76	6	users	user	NOUN
spir-8405	76	7	in	in	ADP
spir-8405	76	8	the	the	DET
spir-8405	76	9	2010	2010	NUM
spir-8405	76	10	swedish	swedish	ADJ
spir-8405	76	11	election	election	NOUN
spir-8405	76	12	campaign	campaign	NOUN
spir-8405	76	13	.	.	PUNCT
spir-8405	77	1	new	new	ADJ
spir-8405	77	2	media	medium	NOUN
spir-8405	77	3	&	&	CCONJ
spir-8405	77	4	society	society	NOUN
spir-8405	77	5	,	,	PUNCT
spir-8405	77	6	14(5	14(5	NUM
spir-8405	77	7	)	)	PUNCT
spir-8405	77	8	,	,	PUNCT
spir-8405	77	9	729	729	NUM
spir-8405	77	10	-	-	SYM
spir-8405	77	11	747	747	NUM
spir-8405	77	12	.	.	PUNCT
spir-8405	77	13	moe	moe	PROPN
spir-8405	77	14	,	,	PUNCT
spir-8405	77	15	h.	h.	PROPN
spir-8405	77	16	,	,	PUNCT
spir-8405	77	17	&	&	CCONJ
spir-8405	77	18	larsson	larsson	PROPN
spir-8405	77	19	,	,	PUNCT
spir-8405	77	20	a.	a.	NOUN
spir-8405	77	21	o.	o.	PROPN
spir-8405	77	22	(	(	PUNCT
spir-8405	77	23	2012	2012	NUM
spir-8405	77	24	)	)	PUNCT
spir-8405	77	25	.	.	PUNCT
spir-8405	78	1	twitterbruk	twitterbruk	PROPN
spir-8405	78	2	under	under	ADP
spir-8405	78	3	valgkampen	valgkampen	PROPN
spir-8405	78	4	2011	2011	NUM
spir-8405	78	5	.	.	PUNCT
spir-8405	79	1	norsk	norsk	PROPN
spir-8405	79	2	medietidsskrift	medietidsskrift	PROPN
spir-8405	79	3	,	,	PUNCT
spir-8405	79	4	19(2	19(2	NUM
spir-8405	79	5	)	)	PUNCT
spir-8405	79	6	,	,	PUNCT
spir-8405	79	7	151	151	NUM
spir-8405	79	8	-	-	SYM
spir-8405	79	9	162	162	NUM
spir-8405	79	10	.	.	PUNCT
spir-8405	80	1	strandberg	strandberg	PROPN
spir-8405	80	2	,	,	PUNCT
spir-8405	80	3	k.	k.	PROPN
spir-8405	80	4	(	(	PUNCT
spir-8405	80	5	2013	2013	NUM
spir-8405	80	6	)	)	PUNCT
spir-8405	80	7	.	.	PUNCT
spir-8405	81	1	a	a	DET
spir-8405	81	2	social	social	ADJ
spir-8405	81	3	media	medium	NOUN
spir-8405	81	4	revolution	revolution	NOUN
spir-8405	81	5	or	or	CCONJ
spir-8405	81	6	just	just	ADV
spir-8405	81	7	a	a	DET
spir-8405	81	8	case	case	NOUN
spir-8405	81	9	of	of	ADP
spir-8405	81	10	history	history	NOUN
spir-8405	81	11	repeating	repeat	VERB
spir-8405	81	12	itself	itself	PRON
spir-8405	81	13	?	?	PUNCT
spir-8405	82	1	the	the	DET
spir-8405	82	2	use	use	NOUN
spir-8405	82	3	of	of	ADP
spir-8405	82	4	social	social	ADJ
spir-8405	82	5	media	medium	NOUN
spir-8405	82	6	in	in	ADP
spir-8405	82	7	the	the	DET
spir-8405	82	8	2011	2011	NUM
spir-8405	82	9	finnish	finnish	ADJ
spir-8405	82	10	parliamentary	parliamentary	ADJ
spir-8405	82	11	elections	election	NOUN
spir-8405	82	12	.	.	PUNCT
spir-8405	83	1	new	new	ADJ
spir-8405	83	2	media	medium	NOUN
spir-8405	83	3	&	&	CCONJ
spir-8405	83	4	society	society	NOUN
spir-8405	83	5	,	,	PUNCT
spir-8405	83	6	15(8	15(8	NOUN
spir-8405	83	7	)	)	PUNCT
spir-8405	83	8	,	,	PUNCT
spir-8405	83	9	1329	1329	NUM
spir-8405	83	10	-	-	SYM
spir-8405	83	11	1347	1347	NUM
spir-8405	83	12	.	.	PUNCT
spir-8405	84	1	5	5	NUM
spir-8405	84	2	paper	paper	NOUN
spir-8405	84	3	ii	ii	NOUN
spir-8405	84	4	:	:	PUNCT
spir-8405	84	5	social	social	ADJ
spir-8405	84	6	media	medium	NOUN
spir-8405	84	7	in	in	ADP
spir-8405	84	8	selected	select	VERB
spir-8405	84	9	australian	australian	ADJ
spir-8405	84	10	federal	federal	ADJ
spir-8405	84	11	and	and	CCONJ
spir-8405	84	12	state	state	NOUN
spir-8405	84	13	election	election	NOUN
spir-8405	84	14	campaigns	campaign	NOUN
spir-8405	84	15	,	,	PUNCT
spir-8405	84	16	2010	2010	NUM
spir-8405	84	17	-	-	SYM
spir-8405	84	18	15	15	NUM
spir-8405	84	19	axel	axel	PROPN
spir-8405	84	20	bruns	bruns	PROPN
spir-8405	84	21	queensland	queensland	PROPN
spir-8405	84	22	university	university	PROPN
spir-8405	84	23	of	of	ADP
spir-8405	84	24	technology	technology	PROPN
spir-8405	84	25	,	,	PUNCT
spir-8405	84	26	australia	australia	PROPN
spir-8405	84	27	tim	tim	PROPN
spir-8405	84	28	highfield	highfield	PROPN
spir-8405	84	29	queensland	queensland	PROPN
spir-8405	84	30	university	university	PROPN
spir-8405	84	31	of	of	ADP
spir-8405	84	32	technology	technology	PROPN
spir-8405	84	33	,	,	PUNCT
spir-8405	84	34	australia	australia	PROPN
spir-8405	84	35	campaigning	campaigning	NOUN
spir-8405	84	36	in	in	ADP
spir-8405	84	37	australian	australian	ADJ
spir-8405	84	38	election	election	NOUN
spir-8405	84	39	campaigns	campaign	NOUN
spir-8405	84	40	at	at	ADP
spir-8405	84	41	local	local	ADJ
spir-8405	84	42	,	,	PUNCT
spir-8405	84	43	state	state	NOUN
spir-8405	84	44	,	,	PUNCT
spir-8405	84	45	and	and	CCONJ
spir-8405	84	46	federal	federal	ADJ
spir-8405	84	47	levels	level	NOUN
spir-8405	84	48	is	be	AUX
spir-8405	84	49	fundamentally	fundamentally	ADV
spir-8405	84	50	affected	affect	VERB
spir-8405	84	51	by	by	ADP
spir-8405	84	52	the	the	DET
spir-8405	84	53	fact	fact	NOUN
spir-8405	84	54	that	that	SCONJ
spir-8405	84	55	voting	voting	NOUN
spir-8405	84	56	is	be	AUX
spir-8405	84	57	compulsory	compulsory	ADJ
spir-8405	84	58	in	in	ADP
spir-8405	84	59	australia	australia	PROPN
spir-8405	84	60	,	,	PUNCT
spir-8405	84	61	with	with	ADP
spir-8405	84	62	citizens	citizen	NOUN
spir-8405	84	63	who	who	PRON
spir-8405	84	64	are	be	AUX
spir-8405	84	65	found	find	VERB
spir-8405	84	66	to	to	PART
spir-8405	84	67	have	have	AUX
spir-8405	84	68	failed	fail	VERB
spir-8405	84	69	to	to	PART
spir-8405	84	70	cast	cast	VERB
spir-8405	84	71	their	their	PRON
spir-8405	84	72	vote	vote	NOUN
spir-8405	84	73	subject	subject	ADJ
spir-8405	84	74	to	to	ADP
spir-8405	84	75	fines	fine	NOUN
spir-8405	84	76	.	.	PUNCT
spir-8405	85	1	this	this	PRON
spir-8405	85	2	means	mean	VERB
spir-8405	85	3	that	that	SCONJ
spir-8405	85	4	contrary	contrary	ADV
spir-8405	85	5	to	to	ADP
spir-8405	85	6	the	the	DET
spir-8405	85	7	situation	situation	NOUN
spir-8405	85	8	in	in	ADP
spir-8405	85	9	most	most	ADJ
spir-8405	85	10	other	other	ADJ
spir-8405	85	11	nations	nation	NOUN
spir-8405	85	12	elections	election	NOUN
spir-8405	85	13	are	be	AUX
spir-8405	85	14	decided	decide	VERB
spir-8405	85	15	not	not	PART
spir-8405	85	16	by	by	ADP
spir-8405	85	17	which	which	DET
spir-8405	85	18	candidate	candidate	NOUN
spir-8405	85	19	or	or	CCONJ
spir-8405	85	20	party	party	NOUN
spir-8405	85	21	has	have	AUX
spir-8405	85	22	managed	manage	VERB
spir-8405	85	23	to	to	PART
spir-8405	85	24	encourage	encourage	VERB
spir-8405	85	25	the	the	DET
spir-8405	85	26	largest	large	ADJ
spir-8405	85	27	number	number	NOUN
spir-8405	85	28	of	of	ADP
spir-8405	85	29	nominal	nominal	ADJ
spir-8405	85	30	supporters	supporter	NOUN
spir-8405	85	31	to	to	PART
spir-8405	85	32	make	make	VERB
spir-8405	85	33	the	the	DET
spir-8405	85	34	effort	effort	NOUN
spir-8405	85	35	to	to	PART
spir-8405	85	36	cast	cast	VERB
spir-8405	85	37	their	their	PRON
spir-8405	85	38	vote	vote	NOUN
spir-8405	85	39	,	,	PUNCT
spir-8405	85	40	but	but	CCONJ
spir-8405	85	41	by	by	ADP
spir-8405	85	42	some	some	DET
spir-8405	85	43	10	10	NUM
spir-8405	85	44	-	-	SYM
spir-8405	85	45	20	20	NUM
spir-8405	85	46	%	%	NOUN
spir-8405	85	47	of	of	ADP
spir-8405	85	48	genuine	genuine	ADJ
spir-8405	85	49	‘	'	PUNCT
spir-8405	85	50	swinging	swinge	VERB
spir-8405	85	51	voters	voter	NOUN
spir-8405	85	52	’	'	PUNCT
spir-8405	85	53	who	who	PRON
spir-8405	85	54	change	change	VERB
spir-8405	85	55	their	their	PRON
spir-8405	85	56	party	party	NOUN
spir-8405	85	57	preferences	preference	NOUN
spir-8405	85	58	from	from	ADP
spir-8405	85	59	one	one	NUM
spir-8405	85	60	election	election	NOUN
spir-8405	85	61	to	to	ADP
spir-8405	85	62	the	the	DET
spir-8405	85	63	next	next	ADJ
spir-8405	85	64	.	.	PUNCT
spir-8405	86	1	political	political	ADJ
spir-8405	86	2	campaigning	campaigning	NOUN
spir-8405	86	3	is	be	AUX
spir-8405	86	4	thus	thus	ADV
spir-8405	86	5	aimed	aim	VERB
spir-8405	86	6	less	less	ADV
spir-8405	86	7	at	at	ADP
spir-8405	86	8	existing	exist	VERB
spir-8405	86	9	party	party	NOUN
spir-8405	86	10	supporters	supporter	NOUN
spir-8405	86	11	(	(	PUNCT
spir-8405	86	12	so	so	ADV
spir-8405	86	13	-	-	PUNCT
spir-8405	86	14	called	call	VERB
spir-8405	86	15	‘	'	PUNCT
spir-8405	86	16	rusted	rusted	ADJ
spir-8405	86	17	on	on	ADP
spir-8405	86	18	’	'	PUNCT
spir-8405	86	19	voters	voter	NOUN
spir-8405	86	20	whose	whose	DET
spir-8405	86	21	continued	continue	VERB
spir-8405	86	22	support	support	NOUN
spir-8405	86	23	for	for	ADP
spir-8405	86	24	the	the	DET
spir-8405	86	25	party	party	NOUN
spir-8405	86	26	is	be	AUX
spir-8405	86	27	essentially	essentially	ADV
spir-8405	86	28	taken	take	VERB
spir-8405	86	29	for	for	ADP
spir-8405	86	30	granted	grant	VERB
spir-8405	86	31	)	)	PUNCT
spir-8405	86	32	than	than	ADP
spir-8405	86	33	at	at	ADP
spir-8405	86	34	this	this	DET
spir-8405	86	35	genuinely	genuinely	ADV
spir-8405	86	36	undecided	undecided	ADJ
spir-8405	86	37	middle	middle	NOUN
spir-8405	86	38	of	of	ADP
spir-8405	86	39	the	the	DET
spir-8405	86	40	electorate	electorate	NOUN
spir-8405	86	41	.	.	PUNCT
spir-8405	87	1	over	over	ADP
spir-8405	87	2	the	the	DET
spir-8405	87	3	past	past	ADJ
spir-8405	87	4	decades	decade	NOUN
spir-8405	87	5	,	,	PUNCT
spir-8405	87	6	this	this	PRON
spir-8405	87	7	has	have	AUX
spir-8405	87	8	resulted	result	VERB
spir-8405	87	9	in	in	ADP
spir-8405	87	10	a	a	DET
spir-8405	87	11	comparatively	comparatively	ADV
spir-8405	87	12	timid	timid	ADJ
spir-8405	87	13	,	,	PUNCT
spir-8405	87	14	vague	vague	ADJ
spir-8405	87	15	campaigning	campaigning	NOUN
spir-8405	87	16	style	style	NOUN
spir-8405	87	17	from	from	ADP
spir-8405	87	18	both	both	DET
spir-8405	87	19	major	major	ADJ
spir-8405	87	20	party	party	NOUN
spir-8405	87	21	blocs	bloc	NOUN
spir-8405	87	22	(	(	PUNCT
spir-8405	87	23	the	the	DET
spir-8405	87	24	progressive	progressive	ADJ
spir-8405	87	25	australian	australian	ADJ
spir-8405	87	26	labor	labor	NOUN
spir-8405	87	27	party	party	NOUN
spir-8405	88	1	[	[	X
spir-8405	88	2	alp	alp	X
spir-8405	88	3	]	]	X
spir-8405	88	4	and	and	CCONJ
spir-8405	88	5	the	the	DET
spir-8405	88	6	conservative	conservative	ADJ
spir-8405	88	7	coalition	coalition	NOUN
spir-8405	88	8	of	of	ADP
spir-8405	88	9	the	the	DET
spir-8405	88	10	liberal	liberal	ADJ
spir-8405	88	11	and	and	CCONJ
spir-8405	88	12	national	national	ADJ
spir-8405	88	13	parties	party	NOUN
spir-8405	88	14	[	[	X
spir-8405	88	15	l	l	X
spir-8405	88	16	/	/	SYM
spir-8405	88	17	np	np	NOUN
spir-8405	88	18	]	]	NOUN
spir-8405	88	19	)	)	PUNCT
spir-8405	88	20	.	.	PUNCT
spir-8405	89	1	election	election	NOUN
spir-8405	89	2	commitments	commitment	NOUN
spir-8405	89	3	that	that	PRON
spir-8405	89	4	run	run	VERB
spir-8405	89	5	the	the	DET
spir-8405	89	6	risk	risk	NOUN
spir-8405	89	7	of	of	ADP
spir-8405	89	8	being	be	AUX
spir-8405	89	9	seen	see	VERB
spir-8405	89	10	as	as	ADP
spir-8405	89	11	too	too	ADV
spir-8405	89	12	partisan	partisan	ADJ
spir-8405	89	13	and	and	CCONJ
spir-8405	89	14	ideological	ideological	ADJ
spir-8405	89	15	are	be	AUX
spir-8405	89	16	avoided	avoid	VERB
spir-8405	89	17	as	as	SCONJ
spir-8405	89	18	they	they	PRON
spir-8405	89	19	could	could	AUX
spir-8405	89	20	scare	scare	VERB
spir-8405	89	21	away	away	ADV
spir-8405	89	22	swinging	swinge	VERB
spir-8405	89	23	voters	voter	NOUN
spir-8405	89	24	,	,	PUNCT
spir-8405	89	25	and	and	CCONJ
spir-8405	89	26	recent	recent	ADJ
spir-8405	89	27	elections	election	NOUN
spir-8405	89	28	have	have	AUX
spir-8405	89	29	been	be	AUX
spir-8405	89	30	fought	fight	VERB
spir-8405	89	31	as	as	ADV
spir-8405	89	32	much	much	ADV
spir-8405	89	33	(	(	PUNCT
spir-8405	89	34	or	or	CCONJ
spir-8405	89	35	more	more	ADJ
spir-8405	89	36	)	)	PUNCT
spir-8405	89	37	on	on	ADP
spir-8405	89	38	the	the	DET
spir-8405	89	39	basis	basis	NOUN
spir-8405	89	40	of	of	ADP
spir-8405	89	41	party	party	NOUN
spir-8405	89	42	leaders	leader	NOUN
spir-8405	89	43	’	'	PUNCT
spir-8405	89	44	perceived	perceive	VERB
spir-8405	89	45	personas	persona	NOUN
spir-8405	89	46	as	as	SCONJ
spir-8405	89	47	they	they	PRON
spir-8405	89	48	have	have	AUX
spir-8405	89	49	on	on	ADP
spir-8405	89	50	stated	state	VERB
spir-8405	89	51	policies	policy	NOUN
spir-8405	89	52	,	,	PUNCT
spir-8405	89	53	even	even	ADV
spir-8405	89	54	though	though	SCONJ
spir-8405	89	55	australia	australia	PROPN
spir-8405	89	56	uses	use	VERB
spir-8405	89	57	a	a	DET
spir-8405	89	58	parliamentary	parliamentary	ADJ
spir-8405	89	59	system	system	NOUN
spir-8405	89	60	in	in	ADP
spir-8405	89	61	which	which	PRON
spir-8405	89	62	the	the	DET
spir-8405	89	63	prime	prime	ADJ
spir-8405	89	64	minister	minister	NOUN
spir-8405	89	65	and	and	CCONJ
spir-8405	89	66	state	state	NOUN
spir-8405	89	67	premiers	premier	NOUN
spir-8405	89	68	are	be	AUX
spir-8405	89	69	elected	elect	VERB
spir-8405	89	70	by	by	ADP
spir-8405	89	71	their	their	PRON
spir-8405	89	72	party	party	NOUN
spir-8405	89	73	room	room	NOUN
spir-8405	89	74	rather	rather	ADV
spir-8405	89	75	than	than	ADP
spir-8405	89	76	directly	directly	ADV
spir-8405	89	77	by	by	ADP
spir-8405	89	78	voters	voter	NOUN
spir-8405	89	79	.	.	PUNCT
spir-8405	90	1	at	at	ADP
spir-8405	90	2	the	the	DET
spir-8405	90	3	same	same	ADJ
spir-8405	90	4	time	time	NOUN
spir-8405	90	5	,	,	PUNCT
spir-8405	90	6	this	this	DET
spir-8405	90	7	perceived	perceive	VERB
spir-8405	90	8	lack	lack	NOUN
spir-8405	90	9	of	of	ADP
spir-8405	90	10	distinctiveness	distinctiveness	NOUN
spir-8405	90	11	in	in	ADP
spir-8405	90	12	policies	policy	NOUN
spir-8405	90	13	between	between	ADP
spir-8405	90	14	the	the	DET
spir-8405	90	15	major	major	ADJ
spir-8405	90	16	parties	party	NOUN
spir-8405	90	17	has	have	AUX
spir-8405	90	18	also	also	ADV
spir-8405	90	19	enabled	enable	VERB
spir-8405	90	20	the	the	DET
spir-8405	90	21	emergence	emergence	NOUN
spir-8405	90	22	of	of	ADP
spir-8405	90	23	new	new	ADJ
spir-8405	90	24	,	,	PUNCT
spir-8405	90	25	smaller	small	ADJ
spir-8405	90	26	parties	party	NOUN
spir-8405	90	27	which	which	PRON
spir-8405	90	28	(	(	PUNCT
spir-8405	90	29	under	under	ADP
spir-8405	90	30	australia	australia	PROPN
spir-8405	90	31	’s	’s	PART
spir-8405	90	32	westminster	westminster	NOUN
spir-8405	90	33	-	-	PUNCT
spir-8405	90	34	derived	derive	VERB
spir-8405	90	35	political	political	ADJ
spir-8405	90	36	system	system	NOUN
spir-8405	90	37	)	)	PUNCT
spir-8405	90	38	have	have	VERB
spir-8405	90	39	no	no	DET
spir-8405	90	40	hope	hope	NOUN
spir-8405	90	41	of	of	ADP
spir-8405	90	42	gaining	gain	VERB
spir-8405	90	43	a	a	DET
spir-8405	90	44	parliamentary	parliamentary	ADJ
spir-8405	90	45	majority	majority	NOUN
spir-8405	90	46	but	but	CCONJ
spir-8405	90	47	could	could	AUX
spir-8405	90	48	,	,	PUNCT
spir-8405	90	49	in	in	ADP
spir-8405	90	50	a	a	DET
spir-8405	90	51	close	close	ADJ
spir-8405	90	52	election	election	NOUN
spir-8405	90	53	,	,	PUNCT
spir-8405	90	54	come	come	VERB
spir-8405	90	55	to	to	PART
spir-8405	90	56	hold	hold	VERB
spir-8405	90	57	the	the	DET
spir-8405	90	58	balance	balance	NOUN
spir-8405	90	59	of	of	ADP
spir-8405	90	60	power	power	NOUN
spir-8405	90	61	and	and	CCONJ
spir-8405	90	62	thus	thus	ADV
spir-8405	90	63	exert	exert	VERB
spir-8405	90	64	disproportionate	disproportionate	ADJ
spir-8405	90	65	influence	influence	NOUN
spir-8405	90	66	on	on	ADP
spir-8405	90	67	a	a	DET
spir-8405	90	68	government	government	NOUN
spir-8405	90	69	which	which	PRON
spir-8405	90	70	relies	rely	VERB
spir-8405	90	71	on	on	ADP
spir-8405	90	72	their	their	PRON
spir-8405	90	73	support	support	NOUN
spir-8405	90	74	.	.	PUNCT
spir-8405	91	1	social	social	ADJ
spir-8405	91	2	media	medium	NOUN
spir-8405	91	3	have	have	AUX
spir-8405	91	4	emerged	emerge	VERB
spir-8405	91	5	as	as	ADP
spir-8405	91	6	political	political	ADJ
spir-8405	91	7	campaigning	campaigning	NOUN
spir-8405	91	8	tools	tool	NOUN
spir-8405	91	9	in	in	ADP
spir-8405	91	10	australia	australia	PROPN
spir-8405	91	11	since	since	SCONJ
spir-8405	91	12	youtube	youtube	NOUN
spir-8405	91	13	was	be	AUX
spir-8405	91	14	first	first	ADV
spir-8405	91	15	used	use	VERB
spir-8405	91	16	by	by	ADP
spir-8405	91	17	the	the	DET
spir-8405	91	18	major	major	ADJ
spir-8405	91	19	parties	party	NOUN
spir-8405	91	20	,	,	PUNCT
spir-8405	91	21	with	with	ADP
spir-8405	91	22	varying	vary	VERB
spir-8405	91	23	success	success	NOUN
spir-8405	91	24	,	,	PUNCT
spir-8405	91	25	to	to	PART
spir-8405	91	26	disseminate	disseminate	VERB
spir-8405	91	27	campaign	campaign	NOUN
spir-8405	91	28	statements	statement	NOUN
spir-8405	91	29	during	during	ADP
spir-8405	91	30	the	the	DET
spir-8405	91	31	2007	2007	NUM
spir-8405	91	32	federal	federal	ADJ
spir-8405	91	33	election	election	NOUN
spir-8405	91	34	campaign	campaign	NOUN
spir-8405	91	35	(	(	PUNCT
spir-8405	91	36	see	see	VERB
spir-8405	91	37	flew	flew	NOUN
spir-8405	91	38	,	,	PUNCT
spir-8405	91	39	2008	2008	NUM
spir-8405	91	40	)	)	PUNCT
spir-8405	91	41	,	,	PUNCT
spir-8405	91	42	with	with	SCONJ
spir-8405	91	43	blogs	blog	NOUN
spir-8405	91	44	also	also	ADV
spir-8405	91	45	adopted	adopt	VERB
spir-8405	91	46	(	(	PUNCT
spir-8405	91	47	kimber	kimber	PROPN
spir-8405	91	48	,	,	PUNCT
spir-8405	91	49	2012	2012	NUM
spir-8405	91	50	)	)	PUNCT
spir-8405	91	51	.	.	PUNCT
spir-8405	92	1	the	the	DET
spir-8405	92	2	leading	lead	VERB
spir-8405	92	3	contemporary	contemporary	ADJ
spir-8405	92	4	platforms	platform	NOUN
spir-8405	92	5	,	,	PUNCT
spir-8405	92	6	facebook	facebook	NOUN
spir-8405	92	7	and	and	CCONJ
spir-8405	92	8	twitter	twitter	NOUN
spir-8405	92	9	(	(	PUNCT
spir-8405	92	10	respectively	respectively	ADV
spir-8405	92	11	with	with	ADP
spir-8405	92	12	some	some	DET
spir-8405	92	13	13	13	NUM
spir-8405	92	14	m	m	NOUN
spir-8405	92	15	and	and	CCONJ
spir-8405	92	16	2.8	2.8	NUM
spir-8405	92	17	m	m	NOUN
spir-8405	92	18	australian	australian	ADJ
spir-8405	92	19	accounts	account	NOUN
spir-8405	92	20	,	,	PUNCT
spir-8405	92	21	in	in	ADP
spir-8405	92	22	a	a	DET
spir-8405	92	23	population	population	NOUN
spir-8405	92	24	of	of	ADP
spir-8405	92	25	23	23	NUM
spir-8405	92	26	m	m	NOUN
spir-8405	92	27	australians	australian	NOUN
spir-8405	92	28	)	)	PUNCT
spir-8405	92	29	,	,	PUNCT
spir-8405	92	30	have	have	AUX
spir-8405	92	31	featured	feature	VERB
spir-8405	92	32	in	in	ADP
spir-8405	92	33	federal	federal	ADJ
spir-8405	92	34	and	and	CCONJ
spir-8405	92	35	state	state	NOUN
spir-8405	92	36	campaigns	campaign	NOUN
spir-8405	92	37	since	since	SCONJ
spir-8405	92	38	2010	2010	NUM
spir-8405	92	39	(	(	PUNCT
spir-8405	92	40	see	see	VERB
spir-8405	92	41	,	,	PUNCT
spir-8405	92	42	for	for	ADP
spir-8405	92	43	example	example	NOUN
spir-8405	92	44	,	,	PUNCT
spir-8405	92	45	jericho	jericho	PROPN
spir-8405	92	46	,	,	PUNCT
spir-8405	92	47	2012	2012	NUM
spir-8405	92	48	;	;	PUNCT
spir-8405	92	49	chen	chen	PROPN
spir-8405	92	50	,	,	PUNCT
spir-8405	92	51	2015	2015	NUM
spir-8405	92	52	;	;	PUNCT
spir-8405	92	53	young	young	ADJ
spir-8405	92	54	,	,	PUNCT
spir-8405	92	55	2011	2011	NUM
spir-8405	92	56	)	)	PUNCT
spir-8405	92	57	.	.	PUNCT
spir-8405	93	1	over	over	ADP
spir-8405	93	2	time	time	NOUN
spir-8405	93	3	,	,	PUNCT
spir-8405	93	4	a	a	DET
spir-8405	93	5	number	number	NOUN
spir-8405	93	6	of	of	ADP
spir-8405	93	7	strategies	strategy	NOUN
spir-8405	93	8	for	for	ADP
spir-8405	93	9	using	use	VERB
spir-8405	93	10	such	such	ADJ
spir-8405	93	11	platforms	platform	NOUN
spir-8405	93	12	have	have	AUX
spir-8405	93	13	emerged	emerge	VERB
spir-8405	93	14	,	,	PUNCT
spir-8405	93	15	and	and	CCONJ
spir-8405	93	16	distinctions	distinction	NOUN
spir-8405	93	17	in	in	ADP
spir-8405	93	18	the	the	DET
spir-8405	93	19	strategies	strategy	NOUN
spir-8405	93	20	adopted	adopt	VERB
spir-8405	93	21	can	can	AUX
spir-8405	93	22	be	be	AUX
spir-8405	93	23	discerned	discern	VERB
spir-8405	93	24	based	base	VERB
spir-8405	93	25	on	on	ADP
spir-8405	93	26	a	a	DET
spir-8405	93	27	number	number	NOUN
spir-8405	93	28	of	of	ADP
spir-8405	93	29	factors	factor	NOUN
spir-8405	93	30	,	,	PUNCT
spir-8405	93	31	including	include	VERB
spir-8405	93	32	for	for	ADP
spir-8405	93	33	example	example	NOUN
spir-8405	93	34	the	the	DET
spir-8405	93	35	technological	technological	ADJ
spir-8405	93	36	affordances	affordance	NOUN
spir-8405	93	37	and	and	CCONJ
spir-8405	93	38	social	social	ADJ
spir-8405	93	39	network	network	NOUN
spir-8405	93	40	structures	structure	NOUN
spir-8405	93	41	of	of	ADP
spir-8405	93	42	specific	specific	ADJ
spir-8405	93	43	platforms	platform	NOUN
spir-8405	93	44	;	;	PUNCT
spir-8405	93	45	the	the	DET
spir-8405	93	46	overall	overall	ADJ
spir-8405	93	47	electoral	electoral	ADJ
spir-8405	93	48	standing	standing	NOUN
spir-8405	93	49	of	of	ADP
spir-8405	93	50	parties	party	NOUN
spir-8405	93	51	;	;	PUNCT
spir-8405	93	52	the	the	DET
spir-8405	93	53	projected	project	VERB
spir-8405	93	54	personas	persona	NOUN
spir-8405	93	55	of	of	ADP
spir-8405	93	56	party	party	NOUN
spir-8405	93	57	leaders	leader	NOUN
spir-8405	93	58	;	;	PUNCT
spir-8405	93	59	the	the	DET
spir-8405	93	60	social	social	ADJ
spir-8405	93	61	media	medium	NOUN
spir-8405	93	62	affinity	affinity	NOUN
spir-8405	93	63	of	of	ADP
spir-8405	93	64	6	6	NUM
spir-8405	93	65	parties	party	NOUN
spir-8405	93	66	and	and	CCONJ
spir-8405	93	67	candidates	candidate	NOUN
spir-8405	93	68	;	;	PUNCT
spir-8405	93	69	and	and	CCONJ
spir-8405	93	70	the	the	DET
spir-8405	93	71	positioning	positioning	NOUN
spir-8405	93	72	of	of	ADP
spir-8405	93	73	individual	individual	ADJ
spir-8405	93	74	candidates	candidate	NOUN
spir-8405	93	75	as	as	ADP
spir-8405	93	76	prominent	prominent	ADJ
spir-8405	93	77	party	party	NOUN
spir-8405	93	78	leaders	leader	NOUN
spir-8405	93	79	or	or	CCONJ
spir-8405	93	80	comparatively	comparatively	ADV
spir-8405	93	81	unknown	unknown	ADJ
spir-8405	93	82	politicians	politician	NOUN
spir-8405	93	83	from	from	ADP
spir-8405	93	84	the	the	DET
spir-8405	93	85	parliamentary	parliamentary	ADJ
spir-8405	93	86	backbenches	backbench	NOUN
spir-8405	93	87	.	.	PUNCT
spir-8405	94	1	this	this	DET
spir-8405	94	2	paper	paper	NOUN
spir-8405	94	3	presents	present	VERB
spir-8405	94	4	evidence	evidence	NOUN
spir-8405	94	5	from	from	ADP
spir-8405	94	6	a	a	DET
spir-8405	94	7	longitudinal	longitudinal	ADJ
spir-8405	94	8	study	study	NOUN
spir-8405	94	9	of	of	ADP
spir-8405	94	10	twitter	twitter	NOUN
spir-8405	94	11	use	use	NOUN
spir-8405	94	12	by	by	ADP
spir-8405	94	13	political	political	ADJ
spir-8405	94	14	parties	party	NOUN
spir-8405	94	15	and	and	CCONJ
spir-8405	94	16	candidates	candidate	NOUN
spir-8405	94	17	especially	especially	ADV
spir-8405	94	18	during	during	ADP
spir-8405	94	19	the	the	DET
spir-8405	94	20	2010	2010	NUM
spir-8405	94	21	and	and	CCONJ
spir-8405	94	22	2013	2013	NUM
spir-8405	94	23	federal	federal	ADJ
spir-8405	94	24	and	and	CCONJ
spir-8405	94	25	2012	2012	NUM
spir-8405	94	26	and	and	CCONJ
spir-8405	94	27	2015	2015	NUM
spir-8405	94	28	queensland	queensland	NOUN
spir-8405	94	29	state	state	NOUN
spir-8405	94	30	election	election	NOUN
spir-8405	94	31	campaigns	campaign	NOUN
spir-8405	94	32	,	,	PUNCT
spir-8405	94	33	with	with	ADP
spir-8405	94	34	additional	additional	ADJ
spir-8405	94	35	data	datum	NOUN
spir-8405	94	36	drawn	draw	VERB
spir-8405	94	37	from	from	ADP
spir-8405	94	38	the	the	DET
spir-8405	94	39	2013	2013	NUM
spir-8405	94	40	western	western	ADJ
spir-8405	94	41	australia	australia	PROPN
spir-8405	94	42	state	state	NOUN
spir-8405	94	43	campaign	campaign	NOUN
spir-8405	94	44	.	.	PUNCT
spir-8405	95	1	we	we	PRON
spir-8405	95	2	focus	focus	VERB
spir-8405	95	3	on	on	ADP
spir-8405	95	4	twitter	twitter	NOUN
spir-8405	95	5	both	both	CCONJ
spir-8405	95	6	because	because	SCONJ
spir-8405	95	7	of	of	ADP
spir-8405	95	8	its	its	PRON
spir-8405	95	9	more	more	ADV
spir-8405	95	10	public	public	ADJ
spir-8405	95	11	and	and	CCONJ
spir-8405	95	12	more	more	ADJ
spir-8405	95	13	real	real	ADJ
spir-8405	95	14	-	-	PUNCT
spir-8405	95	15	time	time	NOUN
spir-8405	95	16	nature	nature	NOUN
spir-8405	95	17	,	,	PUNCT
spir-8405	95	18	and	and	CCONJ
spir-8405	95	19	because	because	SCONJ
spir-8405	95	20	of	of	ADP
spir-8405	95	21	the	the	DET
spir-8405	95	22	significant	significant	ADJ
spir-8405	95	23	technical	technical	ADJ
spir-8405	95	24	and	and	CCONJ
spir-8405	95	25	ethical	ethical	ADJ
spir-8405	95	26	issues	issue	NOUN
spir-8405	95	27	associated	associate	VERB
spir-8405	95	28	with	with	ADP
spir-8405	95	29	extracting	extract	VERB
spir-8405	95	30	comparable	comparable	ADJ
spir-8405	95	31	data	datum	NOUN
spir-8405	95	32	from	from	ADP
spir-8405	95	33	facebook	facebook	PROPN
spir-8405	95	34	(	(	PUNCT
spir-8405	95	35	where	where	SCONJ
spir-8405	95	36	politicians	politician	NOUN
spir-8405	95	37	’	'	PUNCT
spir-8405	95	38	pages	page	NOUN
spir-8405	95	39	are	be	AUX
spir-8405	95	40	still	still	ADV
spir-8405	95	41	operated	operate	VERB
spir-8405	95	42	at	at	ADP
spir-8405	95	43	least	least	ADJ
spir-8405	95	44	in	in	ADP
spir-8405	95	45	part	part	NOUN
spir-8405	95	46	as	as	ADP
spir-8405	95	47	personal	personal	ADJ
spir-8405	95	48	profiles	profile	NOUN
spir-8405	95	49	rather	rather	ADV
spir-8405	95	50	than	than	ADP
spir-8405	95	51	public	public	ADJ
spir-8405	95	52	pages	page	NOUN
spir-8405	95	53	,	,	PUNCT
spir-8405	95	54	and	and	CCONJ
spir-8405	95	55	where	where	SCONJ
spir-8405	95	56	data	datum	NOUN
spir-8405	95	57	gathering	gathering	NOUN
spir-8405	95	58	would	would	AUX
spir-8405	95	59	thus	thus	ADV
spir-8405	95	60	be	be	AUX
spir-8405	95	61	severely	severely	ADV
spir-8405	95	62	affected	affect	VERB
spir-8405	95	63	by	by	ADP
spir-8405	95	64	the	the	DET
spir-8405	95	65	facebook	facebook	PROPN
spir-8405	95	66	networks	network	NOUN
spir-8405	95	67	of	of	ADP
spir-8405	95	68	the	the	DET
spir-8405	95	69	researcher	researcher	NOUN
spir-8405	95	70	gathering	gather	VERB
spir-8405	95	71	the	the	DET
spir-8405	95	72	data	datum	NOUN
spir-8405	95	73	)	)	PUNCT
spir-8405	95	74	but	but	CCONJ
spir-8405	95	75	also	also	ADV
spir-8405	95	76	because	because	SCONJ
spir-8405	95	77	twitter	twitter	NOUN
spir-8405	95	78	has	have	AUX
spir-8405	95	79	by	by	ADP
spir-8405	95	80	now	now	ADV
spir-8405	95	81	become	become	VERB
spir-8405	95	82	a	a	DET
spir-8405	95	83	very	very	ADV
spir-8405	95	84	central	central	ADJ
spir-8405	95	85	space	space	NOUN
spir-8405	95	86	for	for	ADP
spir-8405	95	87	public	public	ADJ
spir-8405	95	88	political	political	ADJ
spir-8405	95	89	communication	communication	NOUN
spir-8405	95	90	in	in	ADP
spir-8405	95	91	australia	australia	PROPN
spir-8405	95	92	:	:	PUNCT
spir-8405	95	93	well	well	INTJ
spir-8405	95	94	over	over	ADP
spir-8405	95	95	half	half	NOUN
spir-8405	95	96	of	of	ADP
spir-8405	95	97	all	all	DET
spir-8405	95	98	federal	federal	ADJ
spir-8405	95	99	and	and	CCONJ
spir-8405	95	100	queensland	queensland	PROPN
spir-8405	95	101	state	state	NOUN
spir-8405	95	102	parliamentarians	parliamentarian	NOUN
spir-8405	95	103	now	now	ADV
spir-8405	95	104	operate	operate	VERB
spir-8405	95	105	twitter	twitter	NOUN
spir-8405	95	106	accounts	account	NOUN
spir-8405	95	107	,	,	PUNCT
spir-8405	95	108	as	as	SCONJ
spir-8405	95	109	did	do	VERB
spir-8405	95	110	an	an	DET
spir-8405	95	111	even	even	ADV
spir-8405	95	112	greater	great	ADJ
spir-8405	95	113	majority	majority	NOUN
spir-8405	95	114	of	of	ADP
spir-8405	95	115	major	major	ADJ
spir-8405	95	116	and	and	CCONJ
spir-8405	95	117	minor	minor	ADJ
spir-8405	95	118	party	party	NOUN
spir-8405	95	119	candidates	candidate	NOUN
spir-8405	95	120	during	during	ADP
spir-8405	95	121	recent	recent	ADJ
spir-8405	95	122	elections	election	NOUN
spir-8405	95	123	.	.	PUNCT
spir-8405	96	1	during	during	ADP
spir-8405	96	2	the	the	DET
spir-8405	96	3	2013	2013	NUM
spir-8405	96	4	federal	federal	ADJ
spir-8405	96	5	and	and	CCONJ
spir-8405	96	6	2015	2015	NUM
spir-8405	96	7	queensland	queensland	NOUN
spir-8405	96	8	campaigns	campaign	NOUN
spir-8405	96	9	,	,	PUNCT
spir-8405	96	10	we	we	PRON
spir-8405	96	11	captured	capture	VERB
spir-8405	96	12	all	all	DET
spir-8405	96	13	tweets	tweet	NOUN
spir-8405	96	14	from	from	ADP
spir-8405	96	15	and	and	CCONJ
spir-8405	96	16	@mentions	@mention	NOUN
spir-8405	96	17	of	of	ADP
spir-8405	96	18	all	all	PRON
spir-8405	96	19	of	of	ADP
spir-8405	96	20	the	the	DET
spir-8405	96	21	candidates	candidate	NOUN
spir-8405	96	22	’	'	PUNCT
spir-8405	96	23	known	know	VERB
spir-8405	96	24	twitter	twitter	NOUN
spir-8405	96	25	accounts	account	NOUN
spir-8405	96	26	(	(	PUNCT
spir-8405	96	27	442	442	NUM
spir-8405	96	28	accounts	account	NOUN
spir-8405	96	29	for	for	ADP
spir-8405	96	30	the	the	DET
spir-8405	96	31	federal	federal	ADJ
spir-8405	96	32	election	election	NOUN
spir-8405	96	33	,	,	PUNCT
spir-8405	96	34	158	158	NUM
spir-8405	96	35	accounts	account	NOUN
spir-8405	96	36	in	in	ADP
spir-8405	96	37	queensland	queensland	NOUN
spir-8405	96	38	)	)	PUNCT
spir-8405	96	39	,	,	PUNCT
spir-8405	96	40	as	as	ADV
spir-8405	96	41	well	well	ADV
spir-8405	96	42	as	as	ADP
spir-8405	96	43	the	the	DET
spir-8405	96	44	prominent	prominent	ADJ
spir-8405	96	45	hashtags	hashtag	NOUN
spir-8405	96	46	#	#	ADP
spir-8405	96	47	ausvotes	ausvote	NOUN
spir-8405	96	48	and	and	CCONJ
spir-8405	96	49	#	#	SYM
spir-8405	96	50	qldvotes	qldvote	NOUN
spir-8405	96	51	,	,	PUNCT
spir-8405	96	52	providing	provide	VERB
spir-8405	96	53	an	an	DET
spir-8405	96	54	exceptionally	exceptionally	ADV
spir-8405	96	55	detailed	detailed	ADJ
spir-8405	96	56	perspective	perspective	NOUN
spir-8405	96	57	of	of	ADP
spir-8405	96	58	party	party	NOUN
spir-8405	96	59	and	and	CCONJ
spir-8405	96	60	candidate	candidate	NOUN
spir-8405	96	61	activities	activity	NOUN
spir-8405	96	62	and	and	CCONJ
spir-8405	96	63	their	their	PRON
spir-8405	96	64	resonance	resonance	NOUN
spir-8405	96	65	with	with	ADP
spir-8405	96	66	the	the	DET
spir-8405	96	67	wider	wide	ADJ
spir-8405	96	68	public	public	NOUN
spir-8405	96	69	.	.	PUNCT
spir-8405	97	1	we	we	PRON
spir-8405	97	2	compare	compare	VERB
spir-8405	97	3	this	this	DET
spir-8405	97	4	perspective	perspective	NOUN
spir-8405	97	5	with	with	ADP
spir-8405	97	6	the	the	DET
spir-8405	97	7	respective	respective	ADJ
spir-8405	97	8	previous	previous	ADJ
spir-8405	97	9	campaigns	campaign	NOUN
spir-8405	97	10	in	in	ADP
spir-8405	97	11	2010	2010	NUM
spir-8405	97	12	and	and	CCONJ
spir-8405	97	13	2012	2012	NUM
spir-8405	97	14	,	,	PUNCT
spir-8405	97	15	where	where	SCONJ
spir-8405	97	16	we	we	PRON
spir-8405	97	17	tracked	track	VERB
spir-8405	97	18	a	a	DET
spir-8405	97	19	smaller	small	ADJ
spir-8405	97	20	sample	sample	NOUN
spir-8405	97	21	of	of	ADP
spir-8405	97	22	accounts	account	NOUN
spir-8405	97	23	(	(	PUNCT
spir-8405	97	24	focussing	focusse	VERB
spir-8405	97	25	on	on	ADP
spir-8405	97	26	party	party	NOUN
spir-8405	97	27	leaders	leader	NOUN
spir-8405	97	28	and	and	CCONJ
spir-8405	97	29	other	other	ADJ
spir-8405	97	30	prominent	prominent	ADJ
spir-8405	97	31	politicians	politician	NOUN
spir-8405	97	32	)	)	PUNCT
spir-8405	97	33	as	as	ADV
spir-8405	97	34	well	well	ADV
spir-8405	97	35	as	as	ADP
spir-8405	97	36	the	the	DET
spir-8405	97	37	#	#	ADJ
spir-8405	97	38	ausvotes	ausvote	NOUN
spir-8405	97	39	and	and	CCONJ
spir-8405	97	40	#	#	SYM
spir-8405	97	41	qldvotes	qldvote	NOUN
spir-8405	97	42	hashtags	hashtag	NOUN
spir-8405	97	43	,	,	PUNCT
spir-8405	97	44	and	and	CCONJ
spir-8405	97	45	the	the	DET
spir-8405	97	46	2013	2013	NUM
spir-8405	97	47	western	western	ADJ
spir-8405	97	48	australian	australian	ADJ
spir-8405	97	49	election	election	NOUN
spir-8405	97	50	(	(	PUNCT
spir-8405	97	51	for	for	ADP
spir-8405	97	52	candidate	candidate	NOUN
spir-8405	97	53	accounts	account	NOUN
spir-8405	97	54	and	and	CCONJ
spir-8405	97	55	#	#	SYM
spir-8405	97	56	wavotes	wavote	NOUN
spir-8405	97	57	alike	alike	ADV
spir-8405	97	58	)	)	PUNCT
spir-8405	97	59	.	.	PUNCT
spir-8405	98	1	although	although	SCONJ
spir-8405	98	2	these	these	DET
spir-8405	98	3	earlier	early	ADJ
spir-8405	98	4	datasets	dataset	NOUN
spir-8405	98	5	are	be	AUX
spir-8405	98	6	necessarily	necessarily	ADV
spir-8405	98	7	more	more	ADV
spir-8405	98	8	limited	limited	ADJ
spir-8405	98	9	,	,	PUNCT
spir-8405	98	10	and	and	CCONJ
spir-8405	98	11	can	can	AUX
spir-8405	98	12	not	not	PART
spir-8405	98	13	retrospectively	retrospectively	ADV
spir-8405	98	14	be	be	AUX
spir-8405	98	15	extended	extend	VERB
spir-8405	98	16	to	to	PART
spir-8405	98	17	encompass	encompass	VERB
spir-8405	98	18	a	a	DET
spir-8405	98	19	scope	scope	NOUN
spir-8405	98	20	similar	similar	ADJ
spir-8405	98	21	to	to	ADP
spir-8405	98	22	the	the	DET
spir-8405	98	23	more	more	ADV
spir-8405	98	24	recent	recent	ADJ
spir-8405	98	25	election	election	NOUN
spir-8405	98	26	datasets	dataset	NOUN
spir-8405	98	27	(	(	PUNCT
spir-8405	98	28	due	due	ADP
spir-8405	98	29	to	to	ADP
spir-8405	98	30	the	the	DET
spir-8405	98	31	welldocumented	welldocumented	ADJ
spir-8405	98	32	limitations	limitation	NOUN
spir-8405	98	33	of	of	ADP
spir-8405	98	34	retrieving	retrieve	VERB
spir-8405	98	35	historical	historical	ADJ
spir-8405	98	36	twitter	twitter	NOUN
spir-8405	98	37	data	datum	NOUN
spir-8405	98	38	)	)	PUNCT
spir-8405	98	39	,	,	PUNCT
spir-8405	98	40	they	they	PRON
spir-8405	98	41	nonetheless	nonetheless	ADV
spir-8405	98	42	serve	serve	VERB
spir-8405	98	43	as	as	ADP
spir-8405	98	44	highly	highly	ADV
spir-8405	98	45	valuable	valuable	ADJ
spir-8405	98	46	points	point	NOUN
spir-8405	98	47	of	of	ADP
spir-8405	98	48	comparison	comparison	NOUN
spir-8405	98	49	to	to	ADP
spir-8405	98	50	these	these	DET
spir-8405	98	51	recent	recent	ADJ
spir-8405	98	52	elections	election	NOUN
spir-8405	98	53	:	:	PUNCT
spir-8405	98	54	the	the	DET
spir-8405	98	55	aim	aim	NOUN
spir-8405	98	56	of	of	ADP
spir-8405	98	57	our	our	PRON
spir-8405	98	58	research	research	NOUN
spir-8405	98	59	is	be	AUX
spir-8405	98	60	not	not	PART
spir-8405	98	61	to	to	PART
spir-8405	98	62	merely	merely	ADV
spir-8405	98	63	explore	explore	VERB
spir-8405	98	64	the	the	DET
spir-8405	98	65	quantitative	quantitative	ADJ
spir-8405	98	66	differences	difference	NOUN
spir-8405	98	67	between	between	ADP
spir-8405	98	68	each	each	DET
spir-8405	98	69	set	set	NOUN
spir-8405	98	70	of	of	ADP
spir-8405	98	71	elections	election	NOUN
spir-8405	98	72	,	,	PUNCT
spir-8405	98	73	but	but	CCONJ
spir-8405	98	74	instead	instead	ADV
spir-8405	98	75	to	to	PART
spir-8405	98	76	address	address	VERB
spir-8405	98	77	the	the	DET
spir-8405	98	78	more	more	ADV
spir-8405	98	79	important	important	ADJ
spir-8405	98	80	qualitative	qualitative	ADJ
spir-8405	98	81	differences	difference	NOUN
spir-8405	98	82	between	between	ADP
spir-8405	98	83	the	the	DET
spir-8405	98	84	social	social	ADJ
spir-8405	98	85	media	medium	NOUN
spir-8405	98	86	campaigning	campaigning	NOUN
spir-8405	98	87	approaches	approach	NOUN
spir-8405	98	88	adopted	adopt	VERB
spir-8405	98	89	especially	especially	ADV
spir-8405	98	90	by	by	ADP
spir-8405	98	91	the	the	DET
spir-8405	98	92	major	major	ADJ
spir-8405	98	93	parties	party	NOUN
spir-8405	98	94	from	from	ADP
spir-8405	98	95	one	one	NUM
spir-8405	98	96	election	election	NOUN
spir-8405	98	97	to	to	ADP
spir-8405	98	98	the	the	DET
spir-8405	98	99	next	next	ADJ
spir-8405	98	100	.	.	PUNCT
spir-8405	99	1	to	to	PART
spir-8405	99	2	do	do	VERB
spir-8405	99	3	so	so	ADV
spir-8405	99	4	,	,	PUNCT
spir-8405	99	5	we	we	PRON
spir-8405	99	6	employ	employ	VERB
spir-8405	99	7	a	a	DET
spir-8405	99	8	multi	multi	ADJ
spir-8405	99	9	-	-	ADJ
spir-8405	99	10	method	method	ADJ
spir-8405	99	11	approach	approach	NOUN
spir-8405	99	12	that	that	PRON
spir-8405	99	13	connects	connect	VERB
spir-8405	99	14	the	the	DET
spir-8405	99	15	quantitative	quantitative	ADJ
spir-8405	99	16	evaluation	evaluation	NOUN
spir-8405	99	17	of	of	ADP
spir-8405	99	18	the	the	DET
spir-8405	99	19	patterns	pattern	NOUN
spir-8405	99	20	that	that	PRON
spir-8405	99	21	emerge	emerge	VERB
spir-8405	99	22	from	from	ADP
spir-8405	99	23	our	our	PRON
spir-8405	99	24	analysis	analysis	NOUN
spir-8405	99	25	of	of	ADP
spir-8405	99	26	the	the	DET
spir-8405	99	27	twitter	twitter	NOUN
spir-8405	99	28	datasets	dataset	VERB
spir-8405	99	29	themselves	themselves	PRON
spir-8405	99	30	with	with	ADP
spir-8405	99	31	a	a	DET
spir-8405	99	32	close	close	ADJ
spir-8405	99	33	reading	reading	NOUN
spir-8405	99	34	of	of	ADP
spir-8405	99	35	the	the	DET
spir-8405	99	36	contemporary	contemporary	ADJ
spir-8405	99	37	media	medium	NOUN
spir-8405	99	38	coverage	coverage	NOUN
spir-8405	99	39	of	of	ADP
spir-8405	99	40	the	the	DET
spir-8405	99	41	political	political	ADJ
spir-8405	99	42	context	context	NOUN
spir-8405	99	43	in	in	ADP
spir-8405	99	44	general	general	ADJ
spir-8405	99	45	and	and	CCONJ
spir-8405	99	46	of	of	ADP
spir-8405	99	47	the	the	DET
spir-8405	99	48	mainstream	mainstream	NOUN
spir-8405	99	49	and	and	CCONJ
spir-8405	99	50	social	social	ADJ
spir-8405	99	51	media	medium	NOUN
spir-8405	99	52	campaigns	campaign	NOUN
spir-8405	99	53	in	in	ADP
spir-8405	99	54	particular	particular	ADJ
spir-8405	99	55	.	.	PUNCT
spir-8405	100	1	this	this	PRON
spir-8405	100	2	enables	enable	VERB
spir-8405	100	3	us	we	PRON
spir-8405	100	4	not	not	PART
spir-8405	100	5	only	only	ADV
spir-8405	100	6	to	to	PART
spir-8405	100	7	document	document	VERB
spir-8405	100	8	what	what	PRON
spir-8405	100	9	campaigning	campaigning	NOUN
spir-8405	100	10	strategies	strategy	NOUN
spir-8405	100	11	the	the	DET
spir-8405	100	12	parties	party	NOUN
spir-8405	100	13	and	and	CCONJ
spir-8405	100	14	candidates	candidate	NOUN
spir-8405	100	15	employed	employ	VERB
spir-8405	100	16	in	in	ADP
spir-8405	100	17	each	each	DET
spir-8405	100	18	case	case	NOUN
spir-8405	100	19	,	,	PUNCT
spir-8405	100	20	but	but	CCONJ
spir-8405	100	21	also	also	ADV
spir-8405	100	22	to	to	PART
spir-8405	100	23	infer	infer	VERB
spir-8405	100	24	why	why	SCONJ
spir-8405	100	25	they	they	PRON
spir-8405	100	26	made	make	VERB
spir-8405	100	27	these	these	DET
spir-8405	100	28	specific	specific	ADJ
spir-8405	100	29	choices	choice	NOUN
spir-8405	100	30	;	;	PUNCT
spir-8405	100	31	from	from	ADP
spir-8405	100	32	election	election	NOUN
spir-8405	100	33	to	to	ADP
spir-8405	100	34	election	election	NOUN
spir-8405	100	35	,	,	PUNCT
spir-8405	100	36	we	we	PRON
spir-8405	100	37	are	be	AUX
spir-8405	100	38	also	also	ADV
spir-8405	100	39	able	able	ADJ
spir-8405	100	40	to	to	PART
spir-8405	100	41	test	test	VERB
spir-8405	100	42	whether	whether	SCONJ
spir-8405	100	43	in	in	ADP
spir-8405	100	44	similar	similar	ADJ
spir-8405	100	45	circumstances	circumstance	NOUN
spir-8405	100	46	,	,	PUNCT
spir-8405	100	47	parties	party	NOUN
spir-8405	100	48	make	make	VERB
spir-8405	100	49	similar	similar	ADJ
spir-8405	100	50	campaigning	campaigning	NOUN
spir-8405	100	51	choices	choice	NOUN
spir-8405	100	52	.	.	PUNCT
spir-8405	101	1	for	for	ADP
spir-8405	101	2	example	example	NOUN
spir-8405	101	3	,	,	PUNCT
spir-8405	101	4	preliminary	preliminary	ADJ
spir-8405	101	5	analysis	analysis	NOUN
spir-8405	101	6	of	of	ADP
spir-8405	101	7	the	the	DET
spir-8405	101	8	social	social	ADJ
spir-8405	101	9	media	media	NOUN
spir-8405	101	10	data	datum	NOUN
spir-8405	101	11	on	on	ADP
spir-8405	101	12	the	the	DET
spir-8405	101	13	2015	2015	NUM
spir-8405	101	14	queensland	queensland	NOUN
spir-8405	101	15	election	election	NOUN
spir-8405	101	16	(	(	PUNCT
spir-8405	101	17	held	hold	VERB
spir-8405	101	18	on	on	ADP
spir-8405	101	19	31	31	NUM
spir-8405	101	20	jan	jan	PROPN
spir-8405	101	21	.	.	PROPN
spir-8405	101	22	2015	2015	NUM
spir-8405	101	23	)	)	PUNCT
spir-8405	101	24	shows	show	VERB
spir-8405	101	25	exceptionally	exceptionally	ADV
spir-8405	101	26	strong	strong	ADJ
spir-8405	101	27	activity	activity	NOUN
spir-8405	101	28	by	by	ADP
spir-8405	101	29	and	and	CCONJ
spir-8405	101	30	public	public	ADJ
spir-8405	101	31	engagement	engagement	NOUN
spir-8405	101	32	with	with	ADP
spir-8405	101	33	the	the	DET
spir-8405	101	34	backbench	backbench	NOUN
spir-8405	101	35	candidates	candidate	NOUN
spir-8405	101	36	fielded	field	VERB
spir-8405	101	37	by	by	ADP
spir-8405	101	38	labor	labor	NOUN
spir-8405	101	39	which	which	PRON
spir-8405	101	40	had	have	AUX
spir-8405	101	41	suffered	suffer	VERB
spir-8405	101	42	a	a	DET
spir-8405	101	43	historic	historic	ADJ
spir-8405	101	44	defeat	defeat	NOUN
spir-8405	101	45	in	in	ADP
spir-8405	101	46	the	the	DET
spir-8405	101	47	2012	2012	NUM
spir-8405	101	48	election	election	NOUN
spir-8405	101	49	(	(	PUNCT
spir-8405	101	50	where	where	SCONJ
spir-8405	101	51	it	it	PRON
spir-8405	101	52	was	be	AUX
spir-8405	101	53	reduced	reduce	VERB
spir-8405	101	54	to	to	ADP
spir-8405	101	55	only	only	ADV
spir-8405	101	56	seven	seven	NUM
spir-8405	101	57	mps	mp	NOUN
spir-8405	101	58	in	in	ADP
spir-8405	101	59	an	an	DET
spir-8405	101	60	89member	89member	NUM
spir-8405	101	61	parliament	parliament	NOUN
spir-8405	101	62	)	)	PUNCT
spir-8405	101	63	,	,	PUNCT
spir-8405	101	64	but	but	CCONJ
spir-8405	101	65	which	which	PRON
spir-8405	101	66	in	in	ADP
spir-8405	101	67	2015	2015	NUM
spir-8405	101	68	won	win	VERB
spir-8405	101	69	44	44	NUM
spir-8405	101	70	seats	seat	NOUN
spir-8405	101	71	and	and	CCONJ
spir-8405	101	72	was	be	AUX
spir-8405	101	73	able	able	ADJ
spir-8405	101	74	to	to	PART
spir-8405	101	75	return	return	VERB
spir-8405	101	76	to	to	ADP
spir-8405	101	77	government	government	NOUN
spir-8405	101	78	with	with	ADP
spir-8405	101	79	the	the	DET
spir-8405	101	80	support	support	NOUN
spir-8405	101	81	of	of	ADP
spir-8405	101	82	an	an	DET
spir-8405	101	83	independent	independent	ADJ
spir-8405	101	84	mp	mp	NOUN
spir-8405	101	85	.	.	PUNCT
spir-8405	102	1	we	we	PRON
spir-8405	102	2	observed	observe	VERB
spir-8405	102	3	similarly	similarly	ADV
spir-8405	102	4	strong	strong	ADJ
spir-8405	102	5	7	7	NUM
spir-8405	102	6	engagement	engagement	NOUN
spir-8405	102	7	with	with	ADP
spir-8405	102	8	labor	labor	NOUN
spir-8405	102	9	backbenchers	backbencher	NOUN
spir-8405	102	10	during	during	ADP
spir-8405	102	11	the	the	DET
spir-8405	102	12	2010	2010	NUM
spir-8405	102	13	and	and	CCONJ
spir-8405	102	14	2013	2013	NUM
spir-8405	102	15	federal	federal	ADJ
spir-8405	102	16	campaigns	campaign	NOUN
spir-8405	102	17	,	,	PUNCT
spir-8405	102	18	both	both	PRON
spir-8405	102	19	of	of	ADP
spir-8405	102	20	which	which	PRON
spir-8405	102	21	saw	see	VERB
spir-8405	102	22	labor	labor	NOUN
spir-8405	102	23	lose	lose	VERB
spir-8405	102	24	seats	seat	NOUN
spir-8405	102	25	and	and	CCONJ
spir-8405	102	26	eventually	eventually	ADV
spir-8405	102	27	(	(	PUNCT
spir-8405	102	28	in	in	ADP
spir-8405	102	29	2013	2013	NUM
spir-8405	102	30	)	)	PUNCT
spir-8405	102	31	also	also	ADV
spir-8405	102	32	lose	lose	VERB
spir-8405	102	33	government	government	NOUN
spir-8405	102	34	.	.	PUNCT
spir-8405	103	1	it	it	PRON
spir-8405	103	2	appears	appear	VERB
spir-8405	103	3	even	even	ADV
spir-8405	103	4	from	from	ADP
spir-8405	103	5	this	this	DET
spir-8405	103	6	very	very	ADV
spir-8405	103	7	preliminary	preliminary	ADJ
spir-8405	103	8	analysis	analysis	NOUN
spir-8405	103	9	that	that	SCONJ
spir-8405	103	10	labor	labor	NOUN
spir-8405	103	11	has	have	AUX
spir-8405	103	12	gradually	gradually	ADV
spir-8405	103	13	realised	realise	VERB
spir-8405	103	14	the	the	DET
spir-8405	103	15	value	value	NOUN
spir-8405	103	16	of	of	ADP
spir-8405	103	17	strong	strong	ADJ
spir-8405	103	18	social	social	ADJ
spir-8405	103	19	media	medium	NOUN
spir-8405	103	20	campaigning	campaigning	NOUN
spir-8405	103	21	by	by	ADP
spir-8405	103	22	backbenchers	backbencher	NOUN
spir-8405	103	23	in	in	ADP
spir-8405	103	24	their	their	PRON
spir-8405	103	25	local	local	ADJ
spir-8405	103	26	electorates	electorate	NOUN
spir-8405	103	27	if	if	SCONJ
spir-8405	103	28	not	not	PART
spir-8405	103	29	to	to	PART
spir-8405	103	30	retain	retain	VERB
spir-8405	103	31	or	or	CCONJ
spir-8405	103	32	win	win	VERB
spir-8405	103	33	government	government	NOUN
spir-8405	103	34	,	,	PUNCT
spir-8405	103	35	then	then	ADV
spir-8405	103	36	at	at	ADP
spir-8405	103	37	least	least	ADJ
spir-8405	103	38	to	to	PART
spir-8405	103	39	limit	limit	VERB
spir-8405	103	40	the	the	DET
spir-8405	103	41	size	size	NOUN
spir-8405	103	42	of	of	ADP
spir-8405	103	43	its	its	PRON
spir-8405	103	44	defeat	defeat	NOUN
spir-8405	103	45	.	.	PUNCT
spir-8405	104	1	by	by	ADP
spir-8405	104	2	contrast	contrast	NOUN
spir-8405	104	3	,	,	PUNCT
spir-8405	104	4	the	the	DET
spir-8405	104	5	2015	2015	NUM
spir-8405	104	6	queensland	queensland	NOUN
spir-8405	104	7	l	l	PROPN
spir-8405	104	8	/	/	SYM
spir-8405	104	9	np	np	PROPN
spir-8405	104	10	campaign	campaign	NOUN
spir-8405	104	11	on	on	ADP
spir-8405	104	12	twitter	twitter	NOUN
spir-8405	104	13	was	be	AUX
spir-8405	104	14	very	very	ADV
spir-8405	104	15	restrained	restrained	ADJ
spir-8405	104	16	,	,	PUNCT
spir-8405	104	17	with	with	ADP
spir-8405	104	18	few	few	ADJ
spir-8405	104	19	tweets	tweet	NOUN
spir-8405	104	20	by	by	ADP
spir-8405	104	21	frontand	frontand	NOUN
spir-8405	104	22	backbenchers	backbencher	NOUN
spir-8405	104	23	alike	alike	ADV
spir-8405	104	24	and	and	CCONJ
spir-8405	104	25	thus	thus	ADV
spir-8405	104	26	also	also	ADV
spir-8405	104	27	much	much	ADV
spir-8405	104	28	more	more	ADV
spir-8405	104	29	limited	limited	ADJ
spir-8405	104	30	public	public	ADJ
spir-8405	104	31	engagement	engagement	NOUN
spir-8405	104	32	by	by	ADP
spir-8405	104	33	ordinary	ordinary	ADJ
spir-8405	104	34	twitter	twitter	NOUN
spir-8405	104	35	users	user	NOUN
spir-8405	104	36	.	.	PUNCT
spir-8405	105	1	this	this	PRON
spir-8405	105	2	is	be	AUX
spir-8405	105	3	markedly	markedly	ADV
spir-8405	105	4	different	different	ADJ
spir-8405	105	5	from	from	ADP
spir-8405	105	6	the	the	DET
spir-8405	105	7	l	l	NOUN
spir-8405	105	8	/	/	SYM
spir-8405	105	9	np	np	PROPN
spir-8405	105	10	’s	’s	ADJ
spir-8405	105	11	2013	2013	NUM
spir-8405	105	12	federal	federal	ADJ
spir-8405	105	13	campaign	campaign	NOUN
spir-8405	105	14	,	,	PUNCT
spir-8405	105	15	which	which	PRON
spir-8405	105	16	saw	see	VERB
spir-8405	105	17	much	much	ADV
spir-8405	105	18	more	more	ADV
spir-8405	105	19	forceful	forceful	ADJ
spir-8405	105	20	activity	activity	NOUN
spir-8405	105	21	from	from	ADP
spir-8405	105	22	the	the	DET
spir-8405	105	23	party	party	NOUN
spir-8405	105	24	’s	’s	PART
spir-8405	105	25	leadership	leadership	NOUN
spir-8405	105	26	team	team	NOUN
spir-8405	105	27	,	,	PUNCT
spir-8405	105	28	yet	yet	ADV
spir-8405	105	29	also	also	ADV
spir-8405	105	30	very	very	ADV
spir-8405	105	31	little	little	ADJ
spir-8405	105	32	independent	independent	ADJ
spir-8405	105	33	activity	activity	NOUN
spir-8405	105	34	from	from	ADP
spir-8405	105	35	backbenchers	backbencher	NOUN
spir-8405	105	36	,	,	PUNCT
spir-8405	105	37	who	who	PRON
spir-8405	105	38	mainly	mainly	ADV
spir-8405	105	39	only	only	ADV
spir-8405	105	40	retweeted	retweete	VERB
spir-8405	105	41	key	key	ADJ
spir-8405	105	42	party	party	NOUN
spir-8405	105	43	messages	message	NOUN
spir-8405	105	44	.	.	PUNCT
spir-8405	106	1	this	this	PRON
spir-8405	106	2	points	point	VERB
spir-8405	106	3	to	to	ADP
spir-8405	106	4	a	a	DET
spir-8405	106	5	more	more	ADV
spir-8405	106	6	economical	economical	ADJ
spir-8405	106	7	campaigning	campaigning	NOUN
spir-8405	106	8	approach	approach	NOUN
spir-8405	106	9	which	which	PRON
spir-8405	106	10	focusses	focusse	VERB
spir-8405	106	11	only	only	ADV
spir-8405	106	12	on	on	ADP
spir-8405	106	13	winnable	winnable	ADJ
spir-8405	106	14	contests	contest	NOUN
spir-8405	106	15	and	and	CCONJ
spir-8405	106	16	promotes	promote	VERB
spir-8405	106	17	closely	closely	ADV
spir-8405	106	18	stagemanaged	stagemanage	VERB
spir-8405	106	19	party	party	NOUN
spir-8405	106	20	content	content	NOUN
spir-8405	106	21	only	only	ADV
spir-8405	106	22	where	where	SCONJ
spir-8405	106	23	such	such	ADJ
spir-8405	106	24	material	material	NOUN
spir-8405	106	25	is	be	AUX
spir-8405	106	26	likely	likely	ADJ
spir-8405	106	27	to	to	PART
spir-8405	106	28	be	be	AUX
spir-8405	106	29	met	meet	VERB
spir-8405	106	30	with	with	ADP
spir-8405	106	31	a	a	DET
spir-8405	106	32	sympathetic	sympathetic	ADJ
spir-8405	106	33	response	response	NOUN
spir-8405	106	34	;	;	PUNCT
spir-8405	106	35	this	this	PRON
spir-8405	106	36	would	would	AUX
spir-8405	106	37	explain	explain	VERB
spir-8405	106	38	why	why	SCONJ
spir-8405	106	39	the	the	DET
spir-8405	106	40	party	party	NOUN
spir-8405	106	41	adopted	adopt	VERB
spir-8405	106	42	a	a	DET
spir-8405	106	43	more	more	ADV
spir-8405	106	44	active	active	ADJ
spir-8405	106	45	twitter	twitter	NOUN
spir-8405	106	46	stance	stance	NOUN
spir-8405	106	47	during	during	ADP
spir-8405	106	48	the	the	DET
spir-8405	106	49	ultimately	ultimately	ADV
spir-8405	106	50	successful	successful	ADJ
spir-8405	106	51	2013	2013	NUM
spir-8405	106	52	federal	federal	ADJ
spir-8405	106	53	campaign	campaign	NOUN
spir-8405	106	54	,	,	PUNCT
spir-8405	106	55	while	while	SCONJ
spir-8405	106	56	it	it	PRON
spir-8405	106	57	went	go	VERB
spir-8405	106	58	to	to	PART
spir-8405	106	59	ground	ground	VERB
spir-8405	106	60	rather	rather	ADV
spir-8405	106	61	than	than	ADP
spir-8405	106	62	expose	expose	VERB
spir-8405	106	63	its	its	PRON
spir-8405	106	64	twitter	twitter	NOUN
spir-8405	106	65	accounts	account	NOUN
spir-8405	106	66	to	to	ADP
spir-8405	106	67	public	public	ADJ
spir-8405	106	68	criticism	criticism	NOUN
spir-8405	106	69	during	during	ADP
spir-8405	106	70	the	the	DET
spir-8405	106	71	unsuccessful	unsuccessful	ADJ
spir-8405	106	72	2015	2015	NUM
spir-8405	106	73	queensland	queensland	NOUN
spir-8405	106	74	state	state	NOUN
spir-8405	106	75	election	election	NOUN
spir-8405	106	76	.	.	PUNCT
spir-8405	107	1	it	it	PRON
spir-8405	107	2	should	should	AUX
spir-8405	107	3	be	be	AUX
spir-8405	107	4	noted	note	VERB
spir-8405	107	5	that	that	SCONJ
spir-8405	107	6	such	such	ADJ
spir-8405	107	7	explanations	explanation	NOUN
spir-8405	107	8	are	be	AUX
spir-8405	107	9	necessarily	necessarily	ADV
spir-8405	107	10	tentative	tentative	ADJ
spir-8405	107	11	at	at	ADP
spir-8405	107	12	this	this	DET
spir-8405	107	13	stage	stage	NOUN
spir-8405	107	14	;	;	PUNCT
spir-8405	107	15	as	as	SCONJ
spir-8405	107	16	only	only	ADV
spir-8405	107	17	one	one	NUM
spir-8405	107	18	month	month	NOUN
spir-8405	107	19	has	have	AUX
spir-8405	107	20	passed	pass	VERB
spir-8405	107	21	since	since	SCONJ
spir-8405	107	22	the	the	DET
spir-8405	107	23	queensland	queensland	PROPN
spir-8405	107	24	election	election	NOUN
spir-8405	107	25	date	date	NOUN
spir-8405	107	26	we	we	PRON
spir-8405	107	27	have	have	AUX
spir-8405	107	28	not	not	PART
spir-8405	107	29	yet	yet	ADV
spir-8405	107	30	been	be	AUX
spir-8405	107	31	able	able	ADJ
spir-8405	107	32	to	to	PART
spir-8405	107	33	process	process	VERB
spir-8405	107	34	the	the	DET
spir-8405	107	35	full	full	ADJ
spir-8405	107	36	dataset	dataset	NOUN
spir-8405	107	37	in	in	ADP
spir-8405	107	38	comprehensive	comprehensive	ADJ
spir-8405	107	39	detail	detail	NOUN
spir-8405	107	40	,	,	PUNCT
spir-8405	107	41	and	and	CCONJ
spir-8405	107	42	to	to	PART
spir-8405	107	43	compare	compare	VERB
spir-8405	107	44	our	our	PRON
spir-8405	107	45	findings	finding	NOUN
spir-8405	107	46	with	with	ADP
spir-8405	107	47	those	those	PRON
spir-8405	107	48	from	from	ADP
spir-8405	107	49	previous	previous	ADJ
spir-8405	107	50	elections	election	NOUN
spir-8405	107	51	.	.	PUNCT
spir-8405	108	1	such	such	ADJ
spir-8405	108	2	work	work	NOUN
spir-8405	108	3	will	will	AUX
spir-8405	108	4	continue	continue	VERB
spir-8405	108	5	over	over	ADP
spir-8405	108	6	the	the	DET
spir-8405	108	7	coming	come	VERB
spir-8405	108	8	months	month	NOUN
spir-8405	108	9	,	,	PUNCT
spir-8405	108	10	and	and	CCONJ
spir-8405	108	11	more	more	ADV
spir-8405	108	12	detailed	detailed	ADJ
spir-8405	108	13	findings	finding	NOUN
spir-8405	108	14	and	and	CCONJ
spir-8405	108	15	interpretations	interpretation	NOUN
spir-8405	108	16	will	will	AUX
spir-8405	108	17	be	be	AUX
spir-8405	108	18	presented	present	VERB
spir-8405	108	19	in	in	ADP
spir-8405	108	20	the	the	DET
spir-8405	108	21	final	final	ADJ
spir-8405	108	22	paper	paper	NOUN
spir-8405	108	23	.	.	PUNCT
spir-8405	109	1	references	reference	NOUN
spir-8405	109	2	chen	chen	PROPN
spir-8405	109	3	,	,	PUNCT
spir-8405	109	4	p.	p.	PROPN
spir-8405	109	5	j.	j.	PROPN
spir-8405	110	1	(	(	PUNCT
spir-8405	110	2	2015	2015	NUM
spir-8405	110	3	)	)	PUNCT
spir-8405	110	4	.	.	PUNCT
spir-8405	111	1	new	new	ADJ
spir-8405	111	2	media	medium	NOUN
spir-8405	111	3	in	in	ADP
spir-8405	111	4	the	the	DET
spir-8405	111	5	electoral	electoral	ADJ
spir-8405	111	6	context	context	NOUN
spir-8405	111	7	:	:	PUNCT
spir-8405	111	8	the	the	DET
spir-8405	111	9	new	new	ADJ
spir-8405	111	10	normal	normal	ADJ
spir-8405	111	11	.	.	PUNCT
spir-8405	112	1	in	in	ADP
spir-8405	112	2	c.	c.	PROPN
spir-8405	112	3	johnson	johnson	PROPN
spir-8405	112	4	&	&	CCONJ
spir-8405	112	5	j.	j.	PROPN
spir-8405	112	6	wanna	wanna	PROPN
spir-8405	112	7	(	(	PUNCT
spir-8405	112	8	eds	ed	NOUN
spir-8405	112	9	.	.	PUNCT
spir-8405	112	10	)	)	PUNCT
spir-8405	112	11	,	,	PUNCT
spir-8405	112	12	abbott	abbott	PROPN
spir-8405	112	13	’s	’s	PART
spir-8405	112	14	gambit	gambit	PROPN
spir-8405	112	15	:	:	PUNCT
spir-8405	112	16	the	the	DET
spir-8405	112	17	2013	2013	NUM
spir-8405	112	18	australian	australian	ADJ
spir-8405	112	19	federal	federal	ADJ
spir-8405	112	20	election	election	NOUN
spir-8405	112	21	(	(	PUNCT
spir-8405	112	22	pp	pp	ADJ
spir-8405	112	23	.	.	PUNCT
spir-8405	112	24	81–94	81–94	NUM
spir-8405	112	25	)	)	PUNCT
spir-8405	112	26	.	.	PUNCT
spir-8405	113	1	canberra	canberra	PROPN
spir-8405	113	2	:	:	PUNCT
spir-8405	113	3	anu	anu	PROPN
spir-8405	113	4	press	press	PROPN
spir-8405	113	5	.	.	PUNCT
spir-8405	114	1	flew	fly	VERB
spir-8405	114	2	,	,	PUNCT
spir-8405	114	3	t.	t.	PROPN
spir-8405	114	4	(	(	PUNCT
spir-8405	114	5	2008	2008	NUM
spir-8405	114	6	)	)	PUNCT
spir-8405	114	7	.	.	PUNCT
spir-8405	115	1	not	not	PART
spir-8405	115	2	yet	yet	ADV
spir-8405	115	3	the	the	DET
spir-8405	115	4	internet	internet	NOUN
spir-8405	115	5	election	election	NOUN
spir-8405	115	6	:	:	PUNCT
spir-8405	115	7	online	online	ADJ
spir-8405	115	8	media	medium	NOUN
spir-8405	115	9	,	,	PUNCT
spir-8405	115	10	political	political	ADJ
spir-8405	115	11	commentary	commentary	NOUN
spir-8405	115	12	and	and	CCONJ
spir-8405	115	13	the	the	DET
spir-8405	115	14	2007	2007	NUM
spir-8405	115	15	australian	australian	ADJ
spir-8405	115	16	federal	federal	ADJ
spir-8405	115	17	election	election	NOUN
spir-8405	115	18	.	.	PUNCT
spir-8405	116	1	media	media	PROPN
spir-8405	116	2	international	international	PROPN
spir-8405	116	3	australia	australia	PROPN
spir-8405	116	4	incorporating	incorporate	VERB
spir-8405	116	5	culture	culture	NOUN
spir-8405	116	6	and	and	CCONJ
spir-8405	116	7	policy	policy	NOUN
spir-8405	116	8	,	,	PUNCT
spir-8405	116	9	(	(	PUNCT
spir-8405	116	10	126	126	NUM
spir-8405	116	11	)	)	PUNCT
spir-8405	116	12	,	,	PUNCT
spir-8405	116	13	5–13	5–13	PROPN
spir-8405	116	14	.	.	PUNCT
spir-8405	117	1	jericho	jericho	PROPN
spir-8405	117	2	,	,	PUNCT
spir-8405	117	3	g.	g.	PROPN
spir-8405	117	4	(	(	PUNCT
spir-8405	117	5	2012	2012	NUM
spir-8405	117	6	)	)	PUNCT
spir-8405	117	7	.	.	PUNCT
spir-8405	118	1	the	the	DET
spir-8405	118	2	rise	rise	NOUN
spir-8405	118	3	of	of	ADP
spir-8405	118	4	the	the	DET
spir-8405	118	5	fifth	fifth	ADJ
spir-8405	118	6	estate	estate	NOUN
spir-8405	118	7	:	:	PUNCT
spir-8405	118	8	social	social	ADJ
spir-8405	118	9	media	medium	NOUN
spir-8405	118	10	and	and	CCONJ
spir-8405	118	11	blogging	blogging	NOUN
spir-8405	118	12	in	in	ADP
spir-8405	118	13	australian	australian	ADJ
spir-8405	118	14	politics	politic	NOUN
spir-8405	118	15	.	.	PUNCT
spir-8405	119	1	melbourne	melbourne	PROPN
spir-8405	119	2	:	:	PUNCT
spir-8405	119	3	scribe	scribe	VERB
spir-8405	119	4	.	.	PUNCT
spir-8405	120	1	kimber	kimber	PROPN
spir-8405	120	2	,	,	PUNCT
spir-8405	120	3	m.	m.	NOUN
spir-8405	120	4	(	(	PUNCT
spir-8405	120	5	2012	2012	NUM
spir-8405	120	6	)	)	PUNCT
spir-8405	120	7	.	.	PUNCT
spir-8405	121	1	blogging	blogge	VERB
spir-8405	121	2	the	the	DET
spir-8405	121	3	2009	2009	NUM
spir-8405	121	4	queensland	queensland	NOUN
spir-8405	121	5	state	state	NOUN
spir-8405	121	6	election	election	NOUN
spir-8405	121	7	.	.	PUNCT
spir-8405	122	1	media	media	PROPN
spir-8405	122	2	international	international	PROPN
spir-8405	122	3	australia	australia	PROPN
spir-8405	122	4	incorporating	incorporate	VERB
spir-8405	122	5	culture	culture	NOUN
spir-8405	122	6	and	and	CCONJ
spir-8405	122	7	policy	policy	NOUN
spir-8405	122	8	,	,	PUNCT
spir-8405	122	9	(	(	PUNCT
spir-8405	122	10	145	145	NUM
spir-8405	122	11	)	)	PUNCT
spir-8405	122	12	,	,	PUNCT
spir-8405	122	13	75	75	NUM
spir-8405	122	14	-	-	SYM
spir-8405	122	15	85	85	NUM
spir-8405	122	16	.	.	PUNCT
spir-8405	123	1	young	young	ADJ
spir-8405	123	2	,	,	PUNCT
spir-8405	123	3	s.	s.	PROPN
spir-8405	123	4	(	(	PUNCT
spir-8405	123	5	2011	2011	NUM
spir-8405	123	6	)	)	PUNCT
spir-8405	123	7	.	.	PUNCT
spir-8405	124	1	how	how	SCONJ
spir-8405	124	2	australia	australia	PROPN
spir-8405	124	3	decides	decide	VERB
spir-8405	124	4	:	:	PUNCT
spir-8405	124	5	election	election	NOUN
spir-8405	124	6	reporting	reporting	NOUN
spir-8405	124	7	and	and	CCONJ
spir-8405	124	8	the	the	DET
spir-8405	124	9	media	medium	NOUN
spir-8405	124	10	.	.	PUNCT
spir-8405	125	1	cambridge	cambridge	PROPN
spir-8405	125	2	:	:	PUNCT
spir-8405	125	3	cambridge	cambridge	PROPN
spir-8405	125	4	university	university	PROPN
spir-8405	125	5	press	press	NOUN
spir-8405	125	6	.	.	PUNCT
spir-8405	126	1	paper	paper	NOUN
spir-8405	126	2	iii	iii	PROPN
spir-8405	126	3	:	:	PUNCT
spir-8405	126	4	how	how	SCONJ
spir-8405	126	5	it	it	PRON
spir-8405	126	6	begins	begin	VERB
spir-8405	126	7	is	be	AUX
spir-8405	126	8	not	not	PART
spir-8405	126	9	how	how	SCONJ
spir-8405	126	10	it	it	PRON
spir-8405	126	11	ends	end	VERB
spir-8405	126	12	:	:	PUNCT
spir-8405	126	13	u.s	u.s	PROPN
spir-8405	126	14	.	.	PROPN
spir-8405	126	15	gubernatorial	gubernatorial	ADJ
spir-8405	126	16	campaign	campaign	NOUN
spir-8405	126	17	messaging	messaging	NOUN
spir-8405	126	18	on	on	ADP
spir-8405	126	19	social	social	ADJ
spir-8405	126	20	media	medium	NOUN
spir-8405	126	21	over	over	ADP
spir-8405	126	22	time	time	NOUN
spir-8405	126	23	jennifer	jennifer	PROPN
spir-8405	126	24	stromer	stromer	PROPN
spir-8405	126	25	-	-	PUNCT
spir-8405	126	26	galley	galley	NOUN
spir-8405	126	27	syracuse	syracuse	PROPN
spir-8405	126	28	university	university	PROPN
spir-8405	126	29	,	,	PUNCT
spir-8405	126	30	usa	usa	PROPN
spir-8405	126	31	8	8	NUM
spir-8405	126	32	kate	kate	PROPN
spir-8405	126	33	kenski	kenski	PROPN
spir-8405	126	34	university	university	PROPN
spir-8405	126	35	of	of	ADP
spir-8405	126	36	arizona	arizona	PROPN
spir-8405	126	37	,	,	PUNCT
spir-8405	126	38	usa	usa	PROPN
spir-8405	126	39	jeff	jeff	PROPN
spir-8405	126	40	hemsley	hemsley	PROPN
spir-8405	126	41	syracuse	syracuse	PROPN
spir-8405	126	42	university	university	PROPN
spir-8405	126	43	,	,	PUNCT
spir-8405	126	44	usa	usa	PROPN
spir-8405	126	45	lauren	lauren	PROPN
spir-8405	126	46	bryant	bryant	PROPN
spir-8405	126	47	university	university	PROPN
spir-8405	126	48	at	at	ADP
spir-8405	126	49	albany	albany	PROPN
spir-8405	126	50	-	-	PUNCT
spir-8405	126	51	suny	suny	PROPN
spir-8405	126	52	,	,	PUNCT
spir-8405	126	53	usa	usa	PROPN
spir-8405	126	54	huichuan	huichuan	PROPN
spir-8405	126	55	xiu	xiu	PROPN
spir-8405	126	56	syracuse	syracuse	PROPN
spir-8405	126	57	university	university	PROPN
spir-8405	126	58	,	,	PUNCT
spir-8405	126	59	usa	usa	PROPN
spir-8405	126	60	bryan	bryan	PROPN
spir-8405	126	61	semaan	semaan	PROPN
spir-8405	126	62	syracuse	syracuse	PROPN
spir-8405	126	63	university	university	PROPN
spir-8405	126	64	,	,	PUNCT
spir-8405	126	65	usa	usa	PROPN
spir-8405	126	66	research	research	PROPN
spir-8405	126	67	on	on	ADP
spir-8405	126	68	political	political	ADJ
spir-8405	126	69	campaigns	campaign	NOUN
spir-8405	126	70	in	in	ADP
spir-8405	126	71	the	the	DET
spir-8405	126	72	united	united	PROPN
spir-8405	126	73	states	states	PROPN
spir-8405	126	74	has	have	AUX
spir-8405	126	75	identified	identify	VERB
spir-8405	126	76	four	four	NUM
spir-8405	126	77	major	major	ADJ
spir-8405	126	78	stages	stage	NOUN
spir-8405	126	79	of	of	ADP
spir-8405	126	80	political	political	ADJ
spir-8405	126	81	campaigns	campaign	NOUN
spir-8405	126	82	:	:	PUNCT
spir-8405	126	83	the	the	DET
spir-8405	126	84	surfacing	surface	VERB
spir-8405	126	85	stage	stage	NOUN
spir-8405	126	86	,	,	PUNCT
spir-8405	126	87	the	the	DET
spir-8405	126	88	primary	primary	ADJ
spir-8405	126	89	stage	stage	NOUN
spir-8405	126	90	,	,	PUNCT
spir-8405	126	91	nominating	nominating	NOUN
spir-8405	126	92	conventions	convention	NOUN
spir-8405	126	93	,	,	PUNCT
spir-8405	126	94	and	and	CCONJ
spir-8405	126	95	the	the	DET
spir-8405	126	96	general	general	ADJ
spir-8405	126	97	election	election	NOUN
spir-8405	126	98	(	(	PUNCT
spir-8405	126	99	trent	trent	NOUN
spir-8405	126	100	,	,	PUNCT
spir-8405	126	101	friedenberg	friedenberg	NOUN
spir-8405	126	102	,	,	PUNCT
spir-8405	126	103	&	&	CCONJ
spir-8405	126	104	denton	denton	PROPN
spir-8405	126	105	,	,	PUNCT
spir-8405	126	106	2011	2011	NUM
spir-8405	126	107	)	)	PUNCT
spir-8405	126	108	.	.	PUNCT
spir-8405	127	1	however	however	ADV
spir-8405	127	2	,	,	PUNCT
spir-8405	127	3	these	these	DET
spir-8405	127	4	stages	stage	NOUN
spir-8405	127	5	do	do	AUX
spir-8405	127	6	not	not	PART
spir-8405	127	7	reflect	reflect	VERB
spir-8405	127	8	the	the	DET
spir-8405	127	9	more	more	ADV
spir-8405	127	10	nuanced	nuanced	ADJ
spir-8405	127	11	communicative	communicative	ADJ
spir-8405	127	12	strategies	strategy	NOUN
spir-8405	127	13	that	that	PRON
spir-8405	127	14	campaigns	campaign	NOUN
spir-8405	127	15	deploy	deploy	VERB
spir-8405	127	16	at	at	ADP
spir-8405	127	17	these	these	DET
spir-8405	127	18	stages	stage	NOUN
spir-8405	127	19	,	,	PUNCT
spir-8405	127	20	and	and	CCONJ
spir-8405	127	21	especially	especially	ADV
spir-8405	127	22	the	the	DET
spir-8405	127	23	changes	change	NOUN
spir-8405	127	24	in	in	ADP
spir-8405	127	25	campaign	campaign	NOUN
spir-8405	127	26	dynamics	dynamic	NOUN
spir-8405	127	27	that	that	PRON
spir-8405	127	28	occur	occur	VERB
spir-8405	127	29	during	during	ADP
spir-8405	127	30	the	the	DET
spir-8405	127	31	general	general	ADJ
spir-8405	127	32	election	election	NOUN
spir-8405	127	33	,	,	PUNCT
spir-8405	127	34	as	as	SCONJ
spir-8405	127	35	campaigns	campaign	NOUN
spir-8405	127	36	move	move	VERB
spir-8405	127	37	from	from	ADP
spir-8405	127	38	the	the	DET
spir-8405	127	39	early	early	ADJ
spir-8405	127	40	part	part	NOUN
spir-8405	127	41	of	of	ADP
spir-8405	127	42	the	the	DET
spir-8405	127	43	general	general	ADJ
spir-8405	127	44	election	election	NOUN
spir-8405	127	45	campaign	campaign	NOUN
spir-8405	127	46	,	,	PUNCT
spir-8405	127	47	through	through	ADP
spir-8405	127	48	the	the	DET
spir-8405	127	49	debate	debate	NOUN
spir-8405	127	50	period	period	NOUN
spir-8405	127	51	,	,	PUNCT
spir-8405	127	52	and	and	CCONJ
spir-8405	127	53	into	into	ADP
spir-8405	127	54	the	the	DET
spir-8405	127	55	final	final	ADJ
spir-8405	127	56	days	day	NOUN
spir-8405	127	57	before	before	ADP
spir-8405	127	58	and	and	CCONJ
spir-8405	127	59	during	during	ADP
spir-8405	127	60	voting	voting	NOUN
spir-8405	127	61	.	.	PUNCT
spir-8405	128	1	prior	prior	ADJ
spir-8405	128	2	research	research	NOUN
spir-8405	128	3	suggests	suggest	VERB
spir-8405	128	4	that	that	SCONJ
spir-8405	128	5	campaigns	campaign	NOUN
spir-8405	128	6	have	have	AUX
spir-8405	128	7	turned	turn	VERB
spir-8405	128	8	to	to	ADP
spir-8405	128	9	social	social	ADJ
spir-8405	128	10	media	medium	NOUN
spir-8405	128	11	to	to	PART
spir-8405	128	12	engage	engage	VERB
spir-8405	128	13	in	in	ADP
spir-8405	128	14	a	a	DET
spir-8405	128	15	variety	variety	NOUN
spir-8405	128	16	of	of	ADP
spir-8405	128	17	different	different	ADJ
spir-8405	128	18	messaging	messaging	NOUN
spir-8405	128	19	strategies	strategy	NOUN
spir-8405	128	20	,	,	PUNCT
spir-8405	128	21	from	from	ADP
spir-8405	128	22	strategic	strategic	ADJ
spir-8405	128	23	messaging	messaging	NOUN
spir-8405	128	24	about	about	ADP
spir-8405	128	25	policy	policy	NOUN
spir-8405	128	26	and	and	CCONJ
spir-8405	128	27	attack	attack	NOUN
spir-8405	128	28	on	on	ADP
spir-8405	128	29	opponents	opponent	NOUN
spir-8405	128	30	,	,	PUNCT
spir-8405	128	31	image	image	NOUN
spir-8405	128	32	construction	construction	NOUN
spir-8405	128	33	of	of	ADP
spir-8405	128	34	the	the	DET
spir-8405	128	35	candidate	candidate	NOUN
spir-8405	128	36	,	,	PUNCT
spir-8405	128	37	get	get	VERB
spir-8405	128	38	-	-	PUNCT
spir-8405	128	39	out	out	ADP
spir-8405	128	40	-	-	PUNCT
spir-8405	128	41	the	the	DET
spir-8405	128	42	vote	vote	NOUN
spir-8405	128	43	and	and	CCONJ
spir-8405	128	44	mobilization	mobilization	NOUN
spir-8405	128	45	requests	request	NOUN
spir-8405	128	46	,	,	PUNCT
spir-8405	128	47	fundraising	fundraise	VERB
spir-8405	128	48	appeals	appeal	NOUN
spir-8405	128	49	,	,	PUNCT
spir-8405	128	50	and	and	CCONJ
spir-8405	128	51	information	information	NOUN
spir-8405	128	52	sharing	share	VERB
spir-8405	128	53	about	about	ADP
spir-8405	128	54	the	the	DET
spir-8405	128	55	campaign	campaign	NOUN
spir-8405	128	56	(	(	PUNCT
spir-8405	128	57	gainous	gainous	PROPN
spir-8405	128	58	&	&	CCONJ
spir-8405	128	59	wagner	wagner	PROPN
spir-8405	128	60	,	,	PUNCT
spir-8405	128	61	2014	2014	NUM
spir-8405	128	62	)	)	PUNCT
spir-8405	128	63	.	.	PUNCT
spir-8405	129	1	our	our	PRON
spir-8405	129	2	qualitative	qualitative	ADJ
spir-8405	129	3	observations	observation	NOUN
spir-8405	129	4	of	of	ADP
spir-8405	129	5	79	79	NUM
spir-8405	129	6	candidates	candidate	NOUN
spir-8405	129	7	who	who	PRON
spir-8405	129	8	ran	run	VERB
spir-8405	129	9	for	for	ADP
spir-8405	129	10	governor	governor	NOUN
spir-8405	129	11	in	in	ADP
spir-8405	129	12	36	36	NUM
spir-8405	129	13	states	state	NOUN
spir-8405	129	14	across	across	ADP
spir-8405	129	15	the	the	DET
spir-8405	129	16	united	united	PROPN
spir-8405	129	17	states	states	PROPN
spir-8405	129	18	suggest	suggest	VERB
spir-8405	129	19	that	that	SCONJ
spir-8405	129	20	that	that	SCONJ
spir-8405	129	21	there	there	PRON
spir-8405	129	22	are	be	VERB
spir-8405	129	23	distinct	distinct	ADJ
spir-8405	129	24	messaging	message	VERB
spir-8405	129	25	phases	phase	NOUN
spir-8405	129	26	that	that	PRON
spir-8405	129	27	campaigns	campaign	NOUN
spir-8405	129	28	deploy	deploy	VERB
spir-8405	129	29	via	via	ADP
spir-8405	129	30	social	social	ADJ
spir-8405	129	31	media	medium	NOUN
spir-8405	129	32	that	that	PRON
spir-8405	129	33	reflect	reflect	VERB
spir-8405	129	34	and	and	CCONJ
spir-8405	129	35	react	react	VERB
spir-8405	129	36	to	to	ADP
spir-8405	129	37	the	the	DET
spir-8405	129	38	exigencies	exigency	NOUN
spir-8405	129	39	and	and	CCONJ
spir-8405	129	40	the	the	DET
spir-8405	129	41	external	external	ADJ
spir-8405	129	42	forces	force	NOUN
spir-8405	129	43	that	that	PRON
spir-8405	129	44	are	be	AUX
spir-8405	129	45	dictated	dictate	VERB
spir-8405	129	46	by	by	ADP
spir-8405	129	47	the	the	DET
spir-8405	129	48	temporal	temporal	ADJ
spir-8405	129	49	aspects	aspect	NOUN
spir-8405	129	50	of	of	ADP
spir-8405	129	51	election	election	NOUN
spir-8405	129	52	season	season	NOUN
spir-8405	129	53	,	,	PUNCT
spir-8405	129	54	which	which	PRON
spir-8405	129	55	in	in	ADP
spir-8405	129	56	turn	turn	NOUN
spir-8405	129	57	shape	shape	NOUN
spir-8405	129	58	campaign	campaign	NOUN
spir-8405	129	59	messaging	messaging	NOUN
spir-8405	129	60	.	.	PUNCT
spir-8405	130	1	prior	prior	ADJ
spir-8405	130	2	research	research	NOUN
spir-8405	130	3	also	also	ADV
spir-8405	130	4	suggests	suggest	VERB
spir-8405	130	5	that	that	SCONJ
spir-8405	130	6	although	although	SCONJ
spir-8405	130	7	at	at	ADP
spir-8405	130	8	one	one	NUM
spir-8405	130	9	time	time	NOUN
spir-8405	130	10	republicans	republicans	PROPN
spir-8405	130	11	at	at	ADP
spir-8405	130	12	the	the	DET
spir-8405	130	13	presidential	presidential	ADJ
spir-8405	130	14	level	level	NOUN
spir-8405	130	15	engaged	engage	VERB
spir-8405	130	16	in	in	ADP
spir-8405	130	17	greater	great	ADJ
spir-8405	130	18	innovation	innovation	NOUN
spir-8405	130	19	and	and	CCONJ
spir-8405	130	20	openness	openness	NOUN
spir-8405	130	21	to	to	PART
spir-8405	130	22	use	use	VERB
spir-8405	130	23	new	new	ADJ
spir-8405	130	24	digital	digital	ADJ
spir-8405	130	25	communication	communication	NOUN
spir-8405	130	26	technologies	technology	NOUN
spir-8405	130	27	in	in	ADP
spir-8405	130	28	1996	1996	NUM
spir-8405	130	29	and	and	CCONJ
spir-8405	130	30	2000	2000	NUM
spir-8405	130	31	,	,	PUNCT
spir-8405	130	32	by	by	ADP
spir-8405	130	33	2004	2004	NUM
spir-8405	130	34	democrats	democrats	PROPN
spir-8405	130	35	had	have	AUX
spir-8405	130	36	surpassed	surpass	VERB
spir-8405	130	37	and	and	CCONJ
spir-8405	130	38	continued	continue	VERB
spir-8405	130	39	to	to	PART
spir-8405	130	40	be	be	AUX
spir-8405	130	41	more	more	ADV
spir-8405	130	42	likely	likely	ADJ
spir-8405	130	43	to	to	PART
spir-8405	130	44	innovate	innovate	VERB
spir-8405	130	45	(	(	PUNCT
spir-8405	130	46	kriess	kriess	NOUN
spir-8405	130	47	,	,	PUNCT
spir-8405	130	48	2012	2012	NUM
spir-8405	130	49	;	;	PUNCT
spir-8405	130	50	stromer	stromer	NOUN
spir-8405	130	51	-	-	PUNCT
spir-8405	130	52	galley	galley	NOUN
spir-8405	130	53	,	,	PUNCT
spir-8405	130	54	2014	2014	NUM
spir-8405	130	55	)	)	PUNCT
spir-8405	130	56	.	.	PUNCT
spir-8405	131	1	moreover	moreover	ADV
spir-8405	131	2	,	,	PUNCT
spir-8405	131	3	research	research	NOUN
spir-8405	131	4	on	on	ADP
spir-8405	131	5	the	the	DET
spir-8405	131	6	elections	election	NOUN
spir-8405	131	7	in	in	ADP
spir-8405	131	8	2006	2006	NUM
spir-8405	131	9	and	and	CCONJ
spir-8405	131	10	2008	2008	NUM
spir-8405	131	11	(	(	PUNCT
spir-8405	131	12	williams	williams	PROPN
spir-8405	131	13	&	&	CCONJ
spir-8405	131	14	gulati	gulati	PROPN
spir-8405	131	15	,	,	PUNCT
spir-8405	131	16	2013	2013	NUM
spir-8405	131	17	)	)	PUNCT
spir-8405	131	18	as	as	ADV
spir-8405	131	19	well	well	ADV
spir-8405	131	20	as	as	ADP
spir-8405	131	21	scholarship	scholarship	NOUN
spir-8405	131	22	on	on	ADP
spir-8405	131	23	prior	prior	ADJ
spir-8405	131	24	presidential	presidential	ADJ
spir-8405	131	25	elections	election	NOUN
spir-8405	131	26	(	(	PUNCT
spir-8405	131	27	stromer	stromer	NOUN
spir-8405	131	28	-	-	PUNCT
spir-8405	131	29	galley	galley	NOUN
spir-8405	131	30	,	,	PUNCT
spir-8405	131	31	2014	2014	NUM
spir-8405	131	32	)	)	PUNCT
spir-8405	131	33	also	also	ADV
spir-8405	131	34	suggests	suggest	VERB
spir-8405	131	35	that	that	SCONJ
spir-8405	131	36	challengers	challenger	NOUN
spir-8405	131	37	are	be	AUX
spir-8405	131	38	more	more	ADV
spir-8405	131	39	likely	likely	ADJ
spir-8405	131	40	to	to	PART
spir-8405	131	41	innovate	innovate	VERB
spir-8405	131	42	using	use	VERB
spir-8405	131	43	digital	digital	ADJ
spir-8405	131	44	communication	communication	NOUN
spir-8405	131	45	technologies	technology	NOUN
spir-8405	131	46	.	.	PUNCT
spir-8405	132	1	this	this	DET
spir-8405	132	2	study	study	NOUN
spir-8405	132	3	examines	examine	VERB
spir-8405	132	4	whether	whether	SCONJ
spir-8405	132	5	democrats	democrats	PROPN
spir-8405	132	6	and	and	CCONJ
spir-8405	132	7	challengers	challenger	NOUN
spir-8405	132	8	continued	continue	VERB
spir-8405	132	9	to	to	PART
spir-8405	132	10	be	be	AUX
spir-8405	132	11	more	more	ADV
spir-8405	132	12	innovative	innovative	ADJ
spir-8405	132	13	--	--	PUNCT
spir-8405	132	14	innovation	innovation	NOUN
spir-8405	132	15	for	for	ADP
spir-8405	132	16	us	we	PRON
spir-8405	132	17	operationalized	operationalize	VERB
spir-8405	132	18	as	as	ADP
spir-8405	132	19	using	use	VERB
spir-8405	132	20	social	social	ADJ
spir-8405	132	21	media	medium	NOUN
spir-8405	132	22	for	for	ADP
spir-8405	132	23	a	a	DET
spir-8405	132	24	variety	variety	NOUN
spir-8405	132	25	of	of	ADP
spir-8405	132	26	distinct	distinct	ADJ
spir-8405	132	27	strategic	strategic	ADJ
spir-8405	132	28	messaging	messaging	NOUN
spir-8405	132	29	types	type	NOUN
spir-8405	132	30	over	over	ADP
spir-8405	132	31	the	the	DET
spir-8405	132	32	course	course	NOUN
spir-8405	132	33	of	of	ADP
spir-8405	132	34	the	the	DET
spir-8405	132	35	general	general	ADJ
spir-8405	132	36	election	election	NOUN
spir-8405	132	37	cycle	cycle	NOUN
spir-8405	132	38	.	.	PUNCT
spir-8405	133	1	we	we	PRON
spir-8405	133	2	also	also	ADV
spir-8405	133	3	ask	ask	VERB
spir-8405	133	4	whether	whether	SCONJ
spir-8405	133	5	there	there	PRON
spir-8405	133	6	are	be	VERB
spir-8405	133	7	differences	difference	NOUN
spir-8405	133	8	in	in	ADP
spir-8405	133	9	the	the	DET
spir-8405	133	10	types	type	NOUN
spir-8405	133	11	of	of	ADP
spir-8405	133	12	message	message	NOUN
spir-8405	133	13	strategies	strategy	NOUN
spir-8405	133	14	between	between	ADP
spir-8405	133	15	twitter	twitter	NOUN
spir-8405	133	16	and	and	CCONJ
spir-8405	133	17	facebook	facebook	NOUN
spir-8405	133	18	over	over	ADP
spir-8405	133	19	the	the	DET
spir-8405	133	20	course	course	NOUN
spir-8405	133	21	of	of	ADP
spir-8405	133	22	the	the	DET
spir-8405	133	23	general	general	ADJ
spir-8405	133	24	election	election	NOUN
spir-8405	133	25	campaign	campaign	NOUN
spir-8405	133	26	.	.	PUNCT
spir-8405	134	1	using	use	VERB
spir-8405	134	2	an	an	DET
spir-8405	134	3	open	open	ADJ
spir-8405	134	4	source	source	NOUN
spir-8405	134	5	toolkit	toolkit	NOUN
spir-8405	134	6	(	(	PUNCT
spir-8405	134	7	hemsley	hemsley	NOUN
spir-8405	134	8	,	,	PUNCT
spir-8405	134	9	ceskavich	ceskavich	NOUN
spir-8405	134	10	,	,	PUNCT
spir-8405	134	11	tanupabrungsun	tanupabrungsun	NOUN
spir-8405	134	12	,	,	PUNCT
spir-8405	134	13	2014	2014	NUM
spir-8405	134	14	)	)	PUNCT
spir-8405	134	15	,	,	PUNCT
spir-8405	134	16	we	we	PRON
spir-8405	134	17	collected	collect	VERB
spir-8405	134	18	the	the	DET
spir-8405	134	19	facebook	facebook	NOUN
spir-8405	134	20	and	and	CCONJ
spir-8405	134	21	twitter	twitter	NOUN
spir-8405	134	22	messages	message	NOUN
spir-8405	134	23	produced	produce	VERB
spir-8405	134	24	by	by	ADP
spir-8405	134	25	the	the	DET
spir-8405	134	26	campaign	campaign	NOUN
spir-8405	134	27	and	and	CCONJ
spir-8405	134	28	candidate	candidate	NOUN
spir-8405	134	29	9	9	NUM
spir-8405	134	30	accounts	account	NOUN
spir-8405	134	31	of	of	ADP
spir-8405	134	32	79	79	NUM
spir-8405	134	33	viable	viable	ADJ
spir-8405	134	34	candidates	candidate	NOUN
spir-8405	134	35	who	who	PRON
spir-8405	134	36	ran	run	VERB
spir-8405	134	37	for	for	ADP
spir-8405	134	38	governor	governor	NOUN
spir-8405	134	39	.	.	PUNCT
spir-8405	135	1	this	this	PRON
spir-8405	135	2	included	include	VERB
spir-8405	135	3	all	all	PRON
spir-8405	135	4	of	of	ADP
spir-8405	135	5	the	the	DET
spir-8405	135	6	republican	republican	ADJ
spir-8405	135	7	and	and	CCONJ
spir-8405	135	8	democratic	democratic	ADJ
spir-8405	135	9	general	general	ADJ
spir-8405	135	10	election	election	NOUN
spir-8405	135	11	candidates	candidate	NOUN
spir-8405	135	12	as	as	ADV
spir-8405	135	13	well	well	ADV
spir-8405	135	14	as	as	ADP
spir-8405	135	15	five	five	NUM
spir-8405	135	16	third	third	ADJ
spir-8405	135	17	-	-	PUNCT
spir-8405	135	18	party	party	NOUN
spir-8405	135	19	candidates	candidate	NOUN
spir-8405	135	20	who	who	PRON
spir-8405	135	21	received	receive	VERB
spir-8405	135	22	at	at	ADV
spir-8405	135	23	least	least	ADV
spir-8405	135	24	5	5	NUM
spir-8405	135	25	%	%	NOUN
spir-8405	135	26	of	of	ADP
spir-8405	135	27	support	support	NOUN
spir-8405	135	28	in	in	ADP
spir-8405	135	29	credible	credible	ADJ
spir-8405	135	30	public	public	ADJ
spir-8405	135	31	opinion	opinion	NOUN
spir-8405	135	32	polls	poll	NOUN
spir-8405	135	33	.	.	PUNCT
spir-8405	136	1	the	the	DET
spir-8405	136	2	collections	collection	NOUN
spir-8405	136	3	started	start	VERB
spir-8405	136	4	september	september	PROPN
spir-8405	136	5	15th	15th	NOUN
spir-8405	136	6	when	when	SCONJ
spir-8405	136	7	all	all	DET
spir-8405	136	8	states	state	NOUN
spir-8405	136	9	had	have	AUX
spir-8405	136	10	completed	complete	VERB
spir-8405	136	11	their	their	PRON
spir-8405	136	12	primaries	primary	NOUN
spir-8405	136	13	and	and	CCONJ
spir-8405	136	14	shifted	shift	VERB
spir-8405	136	15	into	into	ADP
spir-8405	136	16	the	the	DET
spir-8405	136	17	general	general	ADJ
spir-8405	136	18	election	election	NOUN
spir-8405	136	19	phase	phase	NOUN
spir-8405	136	20	,	,	PUNCT
spir-8405	136	21	and	and	CCONJ
spir-8405	136	22	continued	continue	VERB
spir-8405	136	23	through	through	ADP
spir-8405	136	24	november	november	PROPN
spir-8405	136	25	7th	7th	NOUN
spir-8405	136	26	,	,	PUNCT
spir-8405	136	27	three	three	NUM
spir-8405	136	28	days	day	NOUN
spir-8405	136	29	after	after	ADP
spir-8405	136	30	the	the	DET
spir-8405	136	31	election	election	NOUN
spir-8405	136	32	.	.	PUNCT
spir-8405	137	1	the	the	DET
spir-8405	137	2	final	final	ADJ
spir-8405	137	3	corpus	corpus	NOUN
spir-8405	137	4	consists	consist	VERB
spir-8405	137	5	of	of	ADP
spir-8405	137	6	approximately	approximately	ADV
spir-8405	137	7	500,000	500,000	NUM
spir-8405	137	8	tweets	tweet	NOUN
spir-8405	137	9	and	and	CCONJ
spir-8405	137	10	300,000	300,000	NUM
spir-8405	137	11	facebook	facebook	NOUN
spir-8405	137	12	messages	message	NOUN
spir-8405	137	13	collected	collect	VERB
spir-8405	137	14	over	over	ADP
spir-8405	137	15	eight	eight	NUM
spir-8405	137	16	weeks	week	NOUN
spir-8405	137	17	.	.	PUNCT
spir-8405	138	1	we	we	PRON
spir-8405	138	2	systematically	systematically	ADV
spir-8405	138	3	content	content	PROPN
spir-8405	138	4	analyzed	analyze	VERB
spir-8405	138	5	a	a	DET
spir-8405	138	6	sample	sample	NOUN
spir-8405	138	7	of	of	ADP
spir-8405	138	8	messages	message	NOUN
spir-8405	138	9	on	on	ADP
spir-8405	138	10	each	each	DET
spir-8405	138	11	platform	platform	NOUN
spir-8405	138	12	.	.	PUNCT
spir-8405	139	1	we	we	PRON
spir-8405	139	2	pulled	pull	VERB
spir-8405	139	3	a	a	DET
spir-8405	139	4	random	random	ADJ
spir-8405	139	5	sample	sample	NOUN
spir-8405	139	6	of	of	ADP
spir-8405	139	7	30	30	NUM
spir-8405	139	8	%	%	NOUN
spir-8405	139	9	of	of	ADP
spir-8405	139	10	messages	message	NOUN
spir-8405	139	11	on	on	ADP
spir-8405	139	12	twitter	twitter	NOUN
spir-8405	139	13	and	and	CCONJ
spir-8405	139	14	on	on	ADP
spir-8405	139	15	facebook	facebook	NOUN
spir-8405	139	16	for	for	ADP
spir-8405	139	17	each	each	DET
spir-8405	139	18	week	week	NOUN
spir-8405	139	19	(	(	PUNCT
spir-8405	139	20	7	7	NUM
spir-8405	139	21	days	day	NOUN
spir-8405	139	22	)	)	PUNCT
spir-8405	139	23	of	of	ADP
spir-8405	139	24	the	the	DET
spir-8405	139	25	general	general	ADJ
spir-8405	139	26	election	election	NOUN
spir-8405	139	27	,	,	PUNCT
spir-8405	139	28	starting	start	VERB
spir-8405	139	29	september	september	PROPN
spir-8405	139	30	15th	15th	NOUN
spir-8405	139	31	.	.	PUNCT
spir-8405	140	1	we	we	PRON
spir-8405	140	2	developed	develop	VERB
spir-8405	140	3	a	a	DET
spir-8405	140	4	codebook	codebook	NOUN
spir-8405	140	5	,	,	PUNCT
spir-8405	140	6	and	and	CCONJ
spir-8405	140	7	trained	train	VERB
spir-8405	140	8	six	six	NUM
spir-8405	140	9	coders	coder	NOUN
spir-8405	140	10	to	to	PART
spir-8405	140	11	identify	identify	VERB
spir-8405	140	12	the	the	DET
spir-8405	140	13	categories	category	NOUN
spir-8405	140	14	,	,	PUNCT
spir-8405	140	15	which	which	PRON
spir-8405	140	16	included	include	VERB
spir-8405	140	17	coding	code	VERB
spir-8405	140	18	for	for	ADP
spir-8405	140	19	:	:	PUNCT
spir-8405	140	20	attack	attack	NOUN
spir-8405	140	21	,	,	PUNCT
spir-8405	140	22	advocacy	advocacy	NOUN
spir-8405	140	23	,	,	PUNCT
spir-8405	140	24	and	and	CCONJ
spir-8405	140	25	contrastive	contrastive	ADJ
spir-8405	140	26	strategic	strategic	ADJ
spir-8405	140	27	messaging	messaging	NOUN
spir-8405	140	28	,	,	PUNCT
spir-8405	140	29	and	and	CCONJ
spir-8405	140	30	further	far	ADV
spir-8405	140	31	identifying	identify	VERB
spir-8405	140	32	if	if	SCONJ
spir-8405	140	33	these	these	PRON
spir-8405	140	34	were	be	AUX
spir-8405	140	35	on	on	ADP
spir-8405	140	36	the	the	DET
spir-8405	140	37	image	image	NOUN
spir-8405	140	38	of	of	ADP
spir-8405	140	39	the	the	DET
spir-8405	140	40	candidate	candidate	NOUN
spir-8405	140	41	or	or	CCONJ
spir-8405	140	42	on	on	ADP
spir-8405	140	43	issues	issue	NOUN
spir-8405	140	44	and	and	CCONJ
spir-8405	140	45	policies	policy	NOUN
spir-8405	140	46	;	;	PUNCT
spir-8405	140	47	calls	call	VERB
spir-8405	140	48	to	to	ADP
spir-8405	140	49	action	action	NOUN
spir-8405	140	50	,	,	PUNCT
spir-8405	140	51	including	include	VERB
spir-8405	140	52	digital	digital	ADJ
spir-8405	140	53	engagement	engagement	NOUN
spir-8405	140	54	,	,	PUNCT
spir-8405	140	55	traditional	traditional	ADJ
spir-8405	140	56	engagement	engagement	NOUN
spir-8405	140	57	,	,	PUNCT
spir-8405	140	58	watching	watch	VERB
spir-8405	140	59	media	medium	NOUN
spir-8405	140	60	appearances	appearance	NOUN
spir-8405	140	61	and	and	CCONJ
spir-8405	140	62	debates	debate	NOUN
spir-8405	140	63	,	,	PUNCT
spir-8405	140	64	and	and	CCONJ
spir-8405	140	65	voting	voting	NOUN
spir-8405	140	66	;	;	PUNCT
spir-8405	140	67	informative	informative	ADJ
spir-8405	140	68	messages	message	NOUN
spir-8405	140	69	,	,	PUNCT
spir-8405	140	70	including	include	VERB
spir-8405	140	71	campaign	campaign	NOUN
spir-8405	140	72	events	event	NOUN
spir-8405	140	73	,	,	PUNCT
spir-8405	140	74	information	information	NOUN
spir-8405	140	75	on	on	ADP
spir-8405	140	76	polling	polling	NOUN
spir-8405	140	77	places	place	NOUN
spir-8405	140	78	,	,	PUNCT
spir-8405	140	79	registering	register	VERB
spir-8405	140	80	,	,	PUNCT
spir-8405	140	81	or	or	CCONJ
spir-8405	140	82	voting	voting	NOUN
spir-8405	140	83	,	,	PUNCT
spir-8405	140	84	and	and	CCONJ
spir-8405	140	85	sharing	share	VERB
spir-8405	140	86	informational	informational	ADJ
spir-8405	140	87	materials	material	NOUN
spir-8405	140	88	from	from	ADP
spir-8405	140	89	the	the	DET
spir-8405	140	90	campaign	campaign	NOUN
spir-8405	140	91	,	,	PUNCT
spir-8405	140	92	or	or	CCONJ
spir-8405	140	93	commentaries	commentary	NOUN
spir-8405	140	94	or	or	CCONJ
spir-8405	140	95	news	news	NOUN
spir-8405	140	96	pieces	piece	NOUN
spir-8405	140	97	from	from	ADP
spir-8405	140	98	other	other	ADJ
spir-8405	140	99	sources	source	NOUN
spir-8405	140	100	;	;	PUNCT
spir-8405	140	101	conversational	conversational	ADJ
spir-8405	140	102	messages	message	NOUN
spir-8405	140	103	,	,	PUNCT
spir-8405	140	104	which	which	PRON
spir-8405	140	105	are	be	AUX
spir-8405	140	106	direct	direct	ADJ
spir-8405	140	107	messages	message	NOUN
spir-8405	140	108	to	to	ADP
spir-8405	140	109	supporters	supporter	NOUN
spir-8405	140	110	in	in	ADP
spir-8405	140	111	response	response	NOUN
spir-8405	140	112	to	to	ADP
spir-8405	140	113	a	a	DET
spir-8405	140	114	message	message	NOUN
spir-8405	140	115	they	they	PRON
spir-8405	140	116	received	receive	VERB
spir-8405	140	117	;	;	PUNCT
spir-8405	140	118	and	and	CCONJ
spir-8405	140	119	ceremonial	ceremonial	ADJ
spir-8405	140	120	messages	message	NOUN
spir-8405	140	121	that	that	PRON
spir-8405	140	122	honored	honor	VERB
spir-8405	140	123	religious	religious	ADJ
spir-8405	140	124	holidays	holiday	NOUN
spir-8405	140	125	or	or	CCONJ
spir-8405	140	126	particular	particular	ADJ
spir-8405	140	127	groups	group	NOUN
spir-8405	140	128	or	or	CCONJ
spir-8405	140	129	celebrated	celebrate	VERB
spir-8405	140	130	voting	voting	NOUN
spir-8405	140	131	or	or	CCONJ
spir-8405	140	132	discussed	discuss	VERB
spir-8405	140	133	the	the	DET
spir-8405	140	134	outcomes	outcome	NOUN
spir-8405	140	135	of	of	ADP
spir-8405	140	136	the	the	DET
spir-8405	140	137	election	election	NOUN
spir-8405	140	138	.	.	PUNCT
spir-8405	141	1	after	after	SCONJ
spir-8405	141	2	coders	coder	NOUN
spir-8405	141	3	were	be	AUX
spir-8405	141	4	trained	train	VERB
spir-8405	141	5	,	,	PUNCT
spir-8405	141	6	intercoder	intercoder	NOUN
spir-8405	141	7	agreement	agreement	NOUN
spir-8405	141	8	was	be	AUX
spir-8405	141	9	assessed	assess	VERB
spir-8405	141	10	on	on	ADP
spir-8405	141	11	a	a	DET
spir-8405	141	12	10	10	NUM
spir-8405	141	13	%	%	NOUN
spir-8405	141	14	sample	sample	NOUN
spir-8405	141	15	of	of	ADP
spir-8405	141	16	twitter	twitter	NOUN
spir-8405	141	17	and	and	CCONJ
spir-8405	141	18	of	of	ADP
spir-8405	141	19	facebook	facebook	NOUN
spir-8405	141	20	messages	message	NOUN
spir-8405	141	21	,	,	PUNCT
spir-8405	141	22	and	and	CCONJ
spir-8405	141	23	intercoder	intercoder	NOUN
spir-8405	141	24	agreement	agreement	NOUN
spir-8405	141	25	levels	level	NOUN
spir-8405	141	26	met	meet	VERB
spir-8405	141	27	or	or	CCONJ
spir-8405	141	28	exceeded	exceed	VERB
spir-8405	141	29	.75	.75	NUM
spir-8405	141	30	using	use	VERB
spir-8405	141	31	krippendorff	krippendorff	PROPN
spir-8405	141	32	's	's	PART
spir-8405	141	33	alpha	alpha	NOUN
spir-8405	141	34	.	.	PUNCT
spir-8405	142	1	although	although	SCONJ
spir-8405	142	2	we	we	PRON
spir-8405	142	3	have	have	AUX
spir-8405	142	4	not	not	PART
spir-8405	142	5	finished	finish	VERB
spir-8405	142	6	analysis	analysis	NOUN
spir-8405	142	7	yet	yet	ADV
spir-8405	142	8	,	,	PUNCT
spir-8405	142	9	preliminary	preliminary	ADJ
spir-8405	142	10	observations	observation	NOUN
spir-8405	142	11	suggests	suggest	VERB
spir-8405	142	12	that	that	SCONJ
spir-8405	142	13	there	there	PRON
spir-8405	142	14	are	be	VERB
spir-8405	142	15	distinct	distinct	ADJ
spir-8405	142	16	messaging	message	VERB
spir-8405	142	17	phases	phase	NOUN
spir-8405	142	18	of	of	ADP
spir-8405	142	19	the	the	DET
spir-8405	142	20	general	general	ADJ
spir-8405	142	21	election	election	NOUN
spir-8405	142	22	,	,	PUNCT
spir-8405	142	23	with	with	ADP
spir-8405	142	24	candidates	candidate	NOUN
spir-8405	142	25	in	in	ADP
spir-8405	142	26	the	the	DET
spir-8405	142	27	early	early	ADJ
spir-8405	142	28	phases	phase	NOUN
spir-8405	142	29	discussing	discuss	VERB
spir-8405	142	30	more	more	ADJ
spir-8405	142	31	of	of	ADP
spir-8405	142	32	their	their	PRON
spir-8405	142	33	policies	policy	NOUN
spir-8405	142	34	and	and	CCONJ
spir-8405	142	35	images	image	NOUN
spir-8405	142	36	,	,	PUNCT
spir-8405	142	37	and	and	CCONJ
spir-8405	142	38	in	in	ADP
spir-8405	142	39	the	the	DET
spir-8405	142	40	last	last	ADJ
spir-8405	142	41	days	day	NOUN
spir-8405	142	42	of	of	ADP
spir-8405	142	43	the	the	DET
spir-8405	142	44	campaign	campaign	NOUN
spir-8405	142	45	focusing	focus	VERB
spir-8405	142	46	heavily	heavily	ADV
spir-8405	142	47	on	on	ADP
spir-8405	142	48	messages	message	NOUN
spir-8405	142	49	encouraging	encourage	VERB
spir-8405	142	50	people	people	NOUN
spir-8405	142	51	to	to	PART
spir-8405	142	52	vote	vote	VERB
spir-8405	142	53	and	and	CCONJ
spir-8405	142	54	reminding	remind	VERB
spir-8405	142	55	them	they	PRON
spir-8405	142	56	about	about	ADP
spir-8405	142	57	where	where	SCONJ
spir-8405	142	58	to	to	PART
spir-8405	142	59	get	get	VERB
spir-8405	142	60	voting	vote	VERB
spir-8405	142	61	information	information	NOUN
spir-8405	142	62	.	.	PUNCT
spir-8405	143	1	in	in	ADP
spir-8405	143	2	the	the	DET
spir-8405	143	3	weeks	week	NOUN
spir-8405	143	4	in	in	ADP
spir-8405	143	5	october	october	PROPN
spir-8405	143	6	,	,	PUNCT
spir-8405	143	7	some	some	DET
spir-8405	143	8	campaigns	campaign	NOUN
spir-8405	143	9	are	be	AUX
spir-8405	143	10	more	more	ADV
spir-8405	143	11	likely	likely	ADJ
spir-8405	143	12	to	to	PART
spir-8405	143	13	shift	shift	VERB
spir-8405	143	14	into	into	ADP
spir-8405	143	15	attack	attack	NOUN
spir-8405	143	16	mode	mode	NOUN
spir-8405	143	17	,	,	PUNCT
spir-8405	143	18	and	and	CCONJ
spir-8405	143	19	most	most	ADJ
spir-8405	143	20	campaigns	campaign	NOUN
spir-8405	143	21	encourage	encourage	VERB
spir-8405	143	22	supporters	supporter	NOUN
spir-8405	143	23	to	to	PART
spir-8405	143	24	attend	attend	VERB
spir-8405	143	25	campaign	campaign	NOUN
spir-8405	143	26	events	event	NOUN
spir-8405	143	27	,	,	PUNCT
spir-8405	143	28	read	read	VERB
spir-8405	143	29	news	news	NOUN
spir-8405	143	30	articles	article	NOUN
spir-8405	143	31	about	about	ADP
spir-8405	143	32	the	the	DET
spir-8405	143	33	campaign	campaign	NOUN
spir-8405	143	34	,	,	PUNCT
spir-8405	143	35	watch	watch	VERB
spir-8405	143	36	the	the	DET
spir-8405	143	37	candidates	candidate	NOUN
spir-8405	143	38	during	during	ADP
spir-8405	143	39	debates	debate	NOUN
spir-8405	143	40	,	,	PUNCT
spir-8405	143	41	and	and	CCONJ
spir-8405	143	42	generally	generally	ADV
spir-8405	143	43	get	get	AUX
spir-8405	143	44	involved	involve	VERB
spir-8405	143	45	and	and	CCONJ
spir-8405	143	46	get	get	VERB
spir-8405	143	47	their	their	PRON
spir-8405	143	48	friends	friend	NOUN
spir-8405	143	49	involved	involve	VERB
spir-8405	143	50	.	.	PUNCT
spir-8405	144	1	one	one	NUM
spir-8405	144	2	surprising	surprising	ADJ
spir-8405	144	3	finding	finding	NOUN
spir-8405	144	4	is	be	AUX
spir-8405	144	5	that	that	SCONJ
spir-8405	144	6	we	we	PRON
spir-8405	144	7	do	do	AUX
spir-8405	144	8	not	not	PART
spir-8405	144	9	see	see	VERB
spir-8405	144	10	much	much	ADJ
spir-8405	144	11	use	use	NOUN
spir-8405	144	12	of	of	ADP
spir-8405	144	13	social	social	ADJ
spir-8405	144	14	media	medium	NOUN
spir-8405	144	15	for	for	ADP
spir-8405	144	16	campaign	campaign	NOUN
spir-8405	144	17	fundraising	fundraising	NOUN
spir-8405	144	18	efforts	effort	NOUN
spir-8405	144	19	.	.	PUNCT
spir-8405	145	1	if	if	SCONJ
spir-8405	145	2	this	this	DET
spir-8405	145	3	finding	finding	NOUN
spir-8405	145	4	bears	bear	VERB
spir-8405	145	5	out	out	ADP
spir-8405	145	6	in	in	ADP
spir-8405	145	7	the	the	DET
spir-8405	145	8	more	more	ADV
spir-8405	145	9	complete	complete	ADJ
spir-8405	145	10	analysis	analysis	NOUN
spir-8405	145	11	of	of	ADP
spir-8405	145	12	this	this	DET
spir-8405	145	13	data	datum	NOUN
spir-8405	145	14	,	,	PUNCT
spir-8405	145	15	it	it	PRON
spir-8405	145	16	would	would	AUX
spir-8405	145	17	suggest	suggest	VERB
spir-8405	145	18	that	that	SCONJ
spir-8405	145	19	unlike	unlike	ADP
spir-8405	145	20	in	in	ADP
spir-8405	145	21	the	the	DET
spir-8405	145	22	campaign	campaign	NOUN
spir-8405	145	23	of	of	ADP
spir-8405	145	24	2004	2004	NUM
spir-8405	145	25	when	when	SCONJ
spir-8405	145	26	candidates	candidate	NOUN
spir-8405	145	27	,	,	PUNCT
spir-8405	145	28	such	such	ADJ
spir-8405	145	29	as	as	ADP
spir-8405	145	30	howard	howard	PROPN
spir-8405	145	31	dean	dean	PROPN
spir-8405	145	32	,	,	PUNCT
spir-8405	145	33	used	use	VERB
spir-8405	145	34	his	his	PRON
spir-8405	145	35	message	message	NOUN
spir-8405	145	36	board	board	NOUN
spir-8405	145	37	to	to	PART
spir-8405	145	38	engage	engage	VERB
spir-8405	145	39	in	in	ADP
spir-8405	145	40	heavy	heavy	ADJ
spir-8405	145	41	fundraising	fundraising	NOUN
spir-8405	145	42	(	(	PUNCT
spir-8405	145	43	stromer	stromer	NOUN
spir-8405	145	44	-	-	PUNCT
spir-8405	145	45	galley	galley	NOUN
spir-8405	145	46	&	&	CCONJ
spir-8405	145	47	baker	baker	PROPN
spir-8405	145	48	,	,	PUNCT
spir-8405	145	49	2006	2006	NUM
spir-8405	145	50	)	)	PUNCT
spir-8405	145	51	,	,	PUNCT
spir-8405	145	52	campaigns	campaign	NOUN
spir-8405	145	53	are	be	AUX
spir-8405	145	54	not	not	PART
spir-8405	145	55	using	use	VERB
spir-8405	145	56	social	social	ADJ
spir-8405	145	57	media	medium	NOUN
spir-8405	145	58	for	for	ADP
spir-8405	145	59	heavy	heavy	ADJ
spir-8405	145	60	fundraising	fundraising	NOUN
spir-8405	145	61	.	.	PUNCT
spir-8405	146	1	we	we	PRON
spir-8405	146	2	expect	expect	VERB
spir-8405	146	3	these	these	DET
spir-8405	146	4	results	result	NOUN
spir-8405	146	5	to	to	PART
spir-8405	146	6	help	help	VERB
spir-8405	146	7	give	give	VERB
spir-8405	146	8	a	a	DET
spir-8405	146	9	more	more	ADV
spir-8405	146	10	complete	complete	ADJ
spir-8405	146	11	understanding	understanding	NOUN
spir-8405	146	12	of	of	ADP
spir-8405	146	13	the	the	DET
spir-8405	146	14	ways	way	NOUN
spir-8405	146	15	that	that	PRON
spir-8405	146	16	campaigns	campaign	NOUN
spir-8405	146	17	are	be	AUX
spir-8405	146	18	using	use	VERB
spir-8405	146	19	social	social	ADJ
spir-8405	146	20	media	medium	NOUN
spir-8405	146	21	for	for	ADP
spir-8405	146	22	campaigning	campaigning	NOUN
spir-8405	146	23	,	,	PUNCT
spir-8405	146	24	recognizing	recognize	VERB
spir-8405	146	25	the	the	DET
spir-8405	146	26	temporal	temporal	ADJ
spir-8405	146	27	nature	nature	NOUN
spir-8405	146	28	of	of	ADP
spir-8405	146	29	campaigns	campaign	NOUN
spir-8405	146	30	that	that	PRON
spir-8405	146	31	are	be	AUX
spir-8405	146	32	reacting	react	VERB
spir-8405	146	33	to	to	ADP
spir-8405	146	34	the	the	DET
spir-8405	146	35	stage	stage	NOUN
spir-8405	146	36	or	or	CCONJ
spir-8405	146	37	phase	phase	NOUN
spir-8405	146	38	of	of	ADP
spir-8405	146	39	the	the	DET
spir-8405	146	40	campaign	campaign	NOUN
spir-8405	146	41	they	they	PRON
spir-8405	146	42	are	be	AUX
spir-8405	146	43	in	in	ADP
spir-8405	146	44	during	during	ADP
spir-8405	146	45	the	the	DET
spir-8405	146	46	general	general	ADJ
spir-8405	146	47	election	election	NOUN
spir-8405	146	48	.	.	PUNCT
spir-8405	147	1	we	we	PRON
spir-8405	147	2	will	will	AUX
spir-8405	147	3	also	also	ADV
spir-8405	147	4	connect	connect	VERB
spir-8405	147	5	our	our	PRON
spir-8405	147	6	findings	finding	NOUN
spir-8405	147	7	with	with	ADP
spir-8405	147	8	prior	prior	ADJ
spir-8405	147	9	scholarship	scholarship	NOUN
spir-8405	147	10	on	on	ADP
spir-8405	147	11	u.s	u.s	PROPN
spir-8405	147	12	.	.	PROPN
spir-8405	147	13	political	political	ADJ
spir-8405	147	14	campaigns	campaign	NOUN
spir-8405	147	15	to	to	PART
spir-8405	147	16	draw	draw	VERB
spir-8405	147	17	some	some	DET
spir-8405	147	18	larger	large	ADJ
spir-8405	147	19	conclusions	conclusion	NOUN
spir-8405	147	20	about	about	ADP
spir-8405	147	21	the	the	DET
spir-8405	147	22	stages	stage	NOUN
spir-8405	147	23	of	of	ADP
spir-8405	147	24	campaigning	campaigning	NOUN
spir-8405	147	25	in	in	ADP
spir-8405	147	26	the	the	DET
spir-8405	147	27	united	united	PROPN
spir-8405	147	28	states	states	PROPN
spir-8405	147	29	and	and	CCONJ
spir-8405	147	30	what	what	PRON
spir-8405	147	31	is	be	AUX
spir-8405	147	32	changing	change	VERB
spir-8405	147	33	and	and	CCONJ
spir-8405	147	34	what	what	PRON
spir-8405	147	35	is	be	AUX
spir-8405	147	36	staying	stay	VERB
spir-8405	147	37	the	the	DET
spir-8405	147	38	same	same	ADJ
spir-8405	147	39	in	in	ADP
spir-8405	147	40	the	the	DET
spir-8405	147	41	ways	way	NOUN
spir-8405	147	42	campaigns	campaign	NOUN
spir-8405	147	43	are	be	AUX
spir-8405	147	44	using	use	VERB
spir-8405	147	45	social	social	ADJ
spir-8405	147	46	media	medium	NOUN
spir-8405	147	47	.	.	PUNCT
spir-8405	148	1	references	reference	NOUN
spir-8405	148	2	10	10	NUM
spir-8405	148	3	gainous	gainous	ADJ
spir-8405	148	4	,	,	PUNCT
spir-8405	148	5	j.	j.	PROPN
spir-8405	148	6	,	,	PUNCT
spir-8405	148	7	&	&	CCONJ
spir-8405	148	8	wagner	wagner	PROPN
spir-8405	148	9	,	,	PUNCT
spir-8405	148	10	k.	k.	PROPN
spir-8405	148	11	m.	m.	PROPN
spir-8405	148	12	(	(	PUNCT
spir-8405	148	13	2014	2014	NUM
spir-8405	148	14	)	)	PUNCT
spir-8405	148	15	.	.	PUNCT
spir-8405	149	1	tweeting	tweet	VERB
spir-8405	149	2	to	to	ADP
spir-8405	149	3	power	power	NOUN
spir-8405	149	4	:	:	PUNCT
spir-8405	149	5	the	the	DET
spir-8405	149	6	social	social	ADJ
spir-8405	149	7	media	medium	NOUN
spir-8405	149	8	revolution	revolution	NOUN
spir-8405	149	9	in	in	ADP
spir-8405	149	10	american	american	ADJ
spir-8405	149	11	politics	politic	NOUN
spir-8405	149	12	.	.	PUNCT
spir-8405	150	1	new	new	PROPN
spir-8405	150	2	york	york	PROPN
spir-8405	150	3	:	:	PUNCT
spir-8405	150	4	oxford	oxford	PROPN
spir-8405	150	5	university	university	PROPN
spir-8405	150	6	press	press	NOUN
spir-8405	150	7	.	.	PUNCT
spir-8405	151	1	hemsley	hemsley	PROPN
spir-8405	151	2	,	,	PUNCT
spir-8405	151	3	j.	j.	PROPN
spir-8405	151	4	,	,	PUNCT
spir-8405	151	5	ceskavich	ceskavich	PROPN
spir-8405	151	6	,	,	PUNCT
spir-8405	151	7	b.	b.	PROPN
spir-8405	151	8	,	,	PUNCT
spir-8405	151	9	tanupabrungsun	tanupabrungsun	PROPN
spir-8405	151	10	,	,	PUNCT
spir-8405	151	11	s.	s.	PROPN
spir-8405	151	12	(	(	PUNCT
spir-8405	151	13	2014	2014	NUM
spir-8405	151	14	)	)	PUNCT
spir-8405	151	15	.	.	PUNCT
spir-8405	152	1	stack	stack	NOUN
spir-8405	152	2	(	(	PUNCT
spir-8405	152	3	version	version	NOUN
spir-8405	152	4	1.0	1.0	NUM
spir-8405	152	5	)	)	PUNCT
spir-8405	152	6	.	.	PUNCT
spir-8405	153	1	syracuse	syracuse	PROPN
spir-8405	153	2	university	university	PROPN
spir-8405	153	3	,	,	PUNCT
spir-8405	153	4	school	school	NOUN
spir-8405	153	5	of	of	ADP
spir-8405	153	6	information	information	NOUN
spir-8405	153	7	studies	study	NOUN
spir-8405	153	8	.	.	PUNCT
spir-8405	154	1	retrieved	retrieve	VERB
spir-8405	154	2	from	from	ADP
spir-8405	154	3	https://github.com/bitslabsyr/stack	https://github.com/bitslabsyr/stack	NOUN
spir-8405	154	4	doi	doi	NOUN
spir-8405	154	5	:	:	PUNCT
spir-8405	154	6	10.5281	10.5281	NUM
spir-8405	154	7	/	/	SYM
spir-8405	154	8	zenodo.12388	zenodo.12388	NUM
spir-8405	154	9	kreiss	kreiss	NOUN
spir-8405	154	10	,	,	PUNCT
spir-8405	154	11	d.	d.	PROPN
spir-8405	154	12	(	(	PUNCT
spir-8405	154	13	2012	2012	NUM
spir-8405	154	14	)	)	PUNCT
spir-8405	154	15	.	.	PUNCT
spir-8405	155	1	taking	take	VERB
spir-8405	155	2	our	our	PRON
spir-8405	155	3	country	country	NOUN
spir-8405	155	4	back	back	ADV
spir-8405	155	5	:	:	PUNCT
spir-8405	155	6	the	the	DET
spir-8405	155	7	crafting	crafting	NOUN
spir-8405	155	8	of	of	ADP
spir-8405	155	9	networked	networked	ADJ
spir-8405	155	10	politics	politic	NOUN
spir-8405	155	11	from	from	ADP
spir-8405	155	12	howard	howard	PROPN
spir-8405	155	13	dean	dean	PROPN
spir-8405	155	14	to	to	PART
spir-8405	155	15	barack	barack	VERB
spir-8405	155	16	obama	obama	PROPN
spir-8405	155	17	.	.	PUNCT
spir-8405	156	1	new	new	PROPN
spir-8405	156	2	york	york	PROPN
spir-8405	156	3	:	:	PUNCT
spir-8405	156	4	oxford	oxford	PROPN
spir-8405	156	5	university	university	PROPN
spir-8405	156	6	press	press	NOUN
spir-8405	156	7	.	.	PUNCT
spir-8405	157	1	stromer	stromer	NOUN
spir-8405	157	2	-	-	PUNCT
spir-8405	157	3	galley	galley	NOUN
spir-8405	157	4	,	,	PUNCT
spir-8405	157	5	j.	j.	PROPN
spir-8405	157	6	(	(	PUNCT
spir-8405	157	7	2014	2014	NUM
spir-8405	157	8	)	)	PUNCT
spir-8405	157	9	.	.	PUNCT
spir-8405	158	1	presidential	presidential	ADJ
spir-8405	158	2	campaigning	campaigning	NOUN
spir-8405	158	3	in	in	ADP
spir-8405	158	4	the	the	DET
spir-8405	158	5	internet	internet	NOUN
spir-8405	158	6	age	age	NOUN
spir-8405	158	7	.	.	PUNCT
spir-8405	159	1	new	new	PROPN
spir-8405	159	2	york	york	PROPN
spir-8405	159	3	:	:	PUNCT
spir-8405	159	4	oxford	oxford	PROPN
spir-8405	159	5	university	university	PROPN
spir-8405	159	6	press	press	NOUN
spir-8405	159	7	.	.	PUNCT
spir-8405	160	1	stromer	stromer	NOUN
spir-8405	160	2	-	-	PUNCT
spir-8405	160	3	galley	galley	NOUN
spir-8405	160	4	,	,	PUNCT
spir-8405	160	5	j.	j.	PROPN
spir-8405	160	6	,	,	PUNCT
spir-8405	160	7	&	&	CCONJ
spir-8405	160	8	baker	baker	PROPN
spir-8405	160	9	,	,	PUNCT
spir-8405	160	10	a.	a.	PROPN
spir-8405	160	11	b.	b.	PROPN
spir-8405	160	12	(	(	PUNCT
spir-8405	160	13	2006	2006	NUM
spir-8405	160	14	)	)	PUNCT
spir-8405	160	15	.	.	PUNCT
spir-8405	161	1	joy	joy	NOUN
spir-8405	161	2	and	and	CCONJ
spir-8405	161	3	sorrow	sorrow	NOUN
spir-8405	161	4	of	of	ADP
spir-8405	161	5	interactivity	interactivity	NOUN
spir-8405	161	6	on	on	ADP
spir-8405	161	7	the	the	DET
spir-8405	161	8	campaign	campaign	NOUN
spir-8405	161	9	trail	trail	NOUN
spir-8405	161	10	:	:	PUNCT
spir-8405	161	11	blogs	blog	NOUN
spir-8405	161	12	in	in	ADP
spir-8405	161	13	the	the	DET
spir-8405	161	14	primary	primary	ADJ
spir-8405	161	15	campaign	campaign	NOUN
spir-8405	161	16	of	of	ADP
spir-8405	161	17	howard	howard	PROPN
spir-8405	161	18	dean	dean	PROPN
spir-8405	161	19	.	.	PUNCT
spir-8405	162	1	in	in	ADP
spir-8405	162	2	a.	a.	PROPN
spir-8405	162	3	p.	p.	PROPN
spir-8405	162	4	williams	williams	PROPN
spir-8405	162	5	&	&	CCONJ
spir-8405	162	6	j.	j.	PROPN
spir-8405	162	7	c.	c.	PROPN
spir-8405	162	8	tedesco	tedesco	PROPN
spir-8405	162	9	(	(	PUNCT
spir-8405	162	10	eds	eds	PROPN
spir-8405	162	11	.	.	PUNCT
spir-8405	162	12	)	)	PUNCT
spir-8405	162	13	,	,	PUNCT
spir-8405	162	14	the	the	DET
spir-8405	162	15	internet	internet	NOUN
spir-8405	162	16	election	election	NOUN
spir-8405	162	17	:	:	PUNCT
spir-8405	162	18	perspectives	perspective	NOUN
spir-8405	162	19	on	on	ADP
spir-8405	162	20	the	the	DET
spir-8405	162	21	web	web	NOUN
spir-8405	162	22	in	in	ADP
spir-8405	162	23	campaign	campaign	NOUN
spir-8405	162	24	2004	2004	NUM
spir-8405	162	25	(	(	PUNCT
spir-8405	162	26	pp	pp	ADJ
spir-8405	162	27	.	.	PUNCT
spir-8405	163	1	111	111	NUM
spir-8405	163	2	-	-	SYM
spir-8405	163	3	131	131	NUM
spir-8405	163	4	)	)	PUNCT
spir-8405	163	5	.	.	PUNCT
spir-8405	164	1	lanham	lanham	PROPN
spir-8405	164	2	,	,	PUNCT
spir-8405	164	3	md	md	PROPN
spir-8405	164	4	:	:	PUNCT
spir-8405	164	5	rowman	rowman	PROPN
spir-8405	164	6	&	&	CCONJ
spir-8405	164	7	littlefield	littlefield	PROPN
spir-8405	164	8	.	.	PUNCT
spir-8405	165	1	trent	trent	PROPN
spir-8405	165	2	,	,	PUNCT
spir-8405	165	3	j.	j.	PROPN
spir-8405	165	4	,	,	PUNCT
spir-8405	165	5	friedenberg	friedenberg	PROPN
spir-8405	165	6	,	,	PUNCT
spir-8405	165	7	r.	r.	PROPN
spir-8405	165	8	,	,	PUNCT
spir-8405	165	9	&	&	CCONJ
spir-8405	165	10	denton	denton	PROPN
spir-8405	165	11	,	,	PUNCT
spir-8405	165	12	r.	r.	PROPN
spir-8405	165	13	e.	e.	PROPN
spir-8405	165	14	(	(	PUNCT
spir-8405	165	15	2011	2011	NUM
spir-8405	165	16	)	)	PUNCT
spir-8405	165	17	.	.	PUNCT
spir-8405	166	1	political	political	ADJ
spir-8405	166	2	campaign	campaign	NOUN
spir-8405	166	3	communication	communication	NOUN
spir-8405	166	4	:	:	PUNCT
spir-8405	166	5	principles	principle	NOUN
spir-8405	166	6	and	and	CCONJ
spir-8405	166	7	practices	practice	NOUN
spir-8405	166	8	(	(	PUNCT
spir-8405	166	9	7th	7th	ADJ
spir-8405	166	10	ed	ed	NOUN
spir-8405	166	11	)	)	PUNCT
spir-8405	166	12	.	.	PUNCT
spir-8405	167	1	new	new	PROPN
spir-8405	167	2	york	york	PROPN
spir-8405	167	3	:	:	PUNCT
spir-8405	167	4	rowman	rowman	PROPN
spir-8405	167	5	&	&	CCONJ
spir-8405	167	6	littlefield	littlefield	PROPN
spir-8405	167	7	publishers	publishers	PROPN
spir-8405	167	8	,	,	PUNCT
spir-8405	167	9	inc	inc	PROPN
spir-8405	167	10	.	.	PROPN
spir-8405	167	11	williams	williams	PROPN
spir-8405	167	12	,	,	PUNCT
spir-8405	167	13	c.	c.	PROPN
spir-8405	167	14	b.	b.	PROPN
spir-8405	167	15	,	,	PUNCT
spir-8405	167	16	&	&	CCONJ
spir-8405	167	17	gulati	gulati	PROPN
spir-8405	167	18	,	,	PUNCT
spir-8405	167	19	g.	g.	PROPN
spir-8405	167	20	j.	j.	PROPN
spir-8405	167	21	(	(	PUNCT
spir-8405	167	22	2013	2013	NUM
spir-8405	167	23	)	)	PUNCT
spir-8405	167	24	.	.	PUNCT
spir-8405	168	1	social	social	ADJ
spir-8405	168	2	networks	network	NOUN
spir-8405	168	3	in	in	ADP
spir-8405	168	4	political	political	ADJ
spir-8405	168	5	campaigns	campaign	NOUN
spir-8405	168	6	:	:	PUNCT
spir-8405	168	7	facebook	facebook	NOUN
spir-8405	168	8	and	and	CCONJ
spir-8405	168	9	the	the	DET
spir-8405	168	10	congressional	congressional	ADJ
spir-8405	168	11	elections	election	NOUN
spir-8405	168	12	of	of	ADP
spir-8405	168	13	2006	2006	NUM
spir-8405	168	14	and	and	CCONJ
spir-8405	168	15	2008	2008	NUM
spir-8405	168	16	.	.	PUNCT
spir-8405	169	1	new	new	ADJ
spir-8405	169	2	media	medium	NOUN
spir-8405	169	3	&	&	CCONJ
spir-8405	169	4	society	society	NOUN
spir-8405	169	5	,	,	PUNCT
spir-8405	169	6	15	15	NUM
spir-8405	169	7	,	,	PUNCT
spir-8405	169	8	5271	5271	NUM
spir-8405	169	9	.	.	PUNCT
spir-8405	170	1	paper	paper	NOUN
spir-8405	170	2	iv	iv	NUM
spir-8405	170	3	:	:	PUNCT
spir-8405	170	4	political	political	ADJ
spir-8405	170	5	use	use	NOUN
spir-8405	170	6	of	of	ADP
spir-8405	170	7	social	social	ADJ
spir-8405	170	8	media	medium	NOUN
spir-8405	170	9	in	in	ADP
spir-8405	170	10	italy	italy	PROPN
spir-8405	170	11	a	a	DET
spir-8405	170	12	longitudinal	longitudinal	ADJ
spir-8405	170	13	perspective	perspective	NOUN
spir-8405	170	14	luca	luca	PROPN
spir-8405	170	15	rossi	rossi	VERB
spir-8405	170	16	it	it	PRON
spir-8405	170	17	university	university	PROPN
spir-8405	170	18	of	of	ADP
spir-8405	170	19	copenhagen	copenhagen	PROPN
spir-8405	170	20	,	,	PUNCT
spir-8405	170	21	denmark	denmark	PROPN
spir-8405	170	22	fabio	fabio	PROPN
spir-8405	170	23	giglietto	giglietto	PROPN
spir-8405	170	24	university	university	PROPN
spir-8405	170	25	of	of	ADP
spir-8405	170	26	urbino	urbino	PROPN
spir-8405	170	27	,	,	PUNCT
spir-8405	170	28	italy	italy	PROPN
spir-8405	170	29	despite	despite	SCONJ
spir-8405	170	30	the	the	DET
spir-8405	170	31	political	political	ADJ
spir-8405	170	32	use	use	NOUN
spir-8405	170	33	of	of	ADP
spir-8405	170	34	social	social	ADJ
spir-8405	170	35	media	medium	NOUN
spir-8405	170	36	received	receive	VERB
spir-8405	170	37	an	an	DET
spir-8405	170	38	unprecedented	unprecedented	ADJ
spir-8405	170	39	amount	amount	NOUN
spir-8405	170	40	of	of	ADP
spir-8405	170	41	scholarly	scholarly	ADJ
spir-8405	170	42	attention	attention	NOUN
spir-8405	170	43	during	during	ADP
spir-8405	170	44	2013	2013	NUM
spir-8405	170	45	general	general	ADJ
spir-8405	170	46	elections	election	NOUN
spir-8405	170	47	(	(	PUNCT
spir-8405	170	48	vaccari	vaccari	NOUN
spir-8405	170	49	2013	2013	NUM
spir-8405	170	50	,	,	PUNCT
spir-8405	170	51	vaccari	vaccari	NOUN
spir-8405	170	52	&	&	CCONJ
spir-8405	170	53	valeriani	valeriani	PROPN
spir-8405	170	54	2013	2013	NUM
spir-8405	170	55	,	,	PUNCT
spir-8405	170	56	ceron	ceron	PROPN
spir-8405	170	57	et	et	PROPN
spir-8405	170	58	al	al	PROPN
spir-8405	170	59	.	.	PROPN
spir-8405	170	60	2013	2013	NUM
spir-8405	170	61	,	,	PUNCT
spir-8405	170	62	iannelli	iannelli	PROPN
spir-8405	170	63	&	&	CCONJ
spir-8405	170	64	giglietto	giglietto	PROPN
spir-8405	170	65	2013	2013	NUM
spir-8405	170	66	)	)	PUNCT
spir-8405	170	67	it	it	PRON
spir-8405	170	68	would	would	AUX
spir-8405	170	69	be	be	AUX
spir-8405	170	70	wrong	wrong	ADJ
spir-8405	170	71	to	to	PART
spir-8405	170	72	assume	assume	VERB
spir-8405	170	73	that	that	SCONJ
spir-8405	170	74	social	social	ADJ
spir-8405	170	75	media	medium	NOUN
spir-8405	170	76	represent	represent	VERB
spir-8405	170	77	a	a	DET
spir-8405	170	78	novelty	novelty	NOUN
spir-8405	170	79	in	in	ADP
spir-8405	170	80	the	the	DET
spir-8405	170	81	italian	italian	ADJ
spir-8405	170	82	political	political	ADJ
spir-8405	170	83	landscape	landscape	NOUN
spir-8405	170	84	.	.	PUNCT
spir-8405	171	1	in	in	ADP
spir-8405	171	2	this	this	DET
spir-8405	171	3	paper	paper	NOUN
spir-8405	171	4	we	we	PRON
spir-8405	171	5	will	will	AUX
spir-8405	171	6	frame	frame	VERB
spir-8405	171	7	social	social	ADJ
spir-8405	171	8	media	medium	NOUN
spir-8405	171	9	within	within	ADP
spir-8405	171	10	a	a	DET
spir-8405	171	11	longitudinal	longitudinal	ADJ
spir-8405	171	12	perspective	perspective	NOUN
spir-8405	171	13	that	that	PRON
spir-8405	171	14	goes	go	VERB
spir-8405	171	15	from	from	ADP
spir-8405	171	16	blogs	blog	NOUN
spir-8405	171	17	to	to	ADP
spir-8405	171	18	twitter	twitter	VERB
spir-8405	171	19	,	,	PUNCT
spir-8405	171	20	in	in	ADP
spir-8405	171	21	the	the	DET
spir-8405	171	22	context	context	NOUN
spir-8405	171	23	of	of	ADP
spir-8405	171	24	italian	italian	ADJ
spir-8405	171	25	political	political	ADJ
spir-8405	171	26	communication	communication	NOUN
spir-8405	171	27	.	.	PUNCT
spir-8405	172	1	data	datum	NOUN
spir-8405	172	2	are	be	AUX
spir-8405	172	3	framed	frame	VERB
spir-8405	172	4	within	within	ADP
spir-8405	172	5	the	the	DET
spir-8405	172	6	national	national	ADJ
spir-8405	172	7	context	context	NOUN
spir-8405	172	8	of	of	ADP
spir-8405	172	9	internet	internet	NOUN
spir-8405	172	10	adoption	adoption	NOUN
spir-8405	172	11	and	and	CCONJ
spir-8405	172	12	attitudes	attitude	NOUN
spir-8405	172	13	towards	towards	ADP
spir-8405	172	14	political	political	ADJ
spir-8405	172	15	participation	participation	NOUN
spir-8405	172	16	.	.	PUNCT
spir-8405	173	1	in	in	ADP
spir-8405	173	2	other	other	ADJ
spir-8405	173	3	terms	term	NOUN
spir-8405	173	4	social	social	ADJ
spir-8405	173	5	media	medium	NOUN
spir-8405	173	6	are	be	AUX
spir-8405	173	7	not	not	PART
spir-8405	173	8	intended	intend	VERB
spir-8405	173	9	as	as	ADP
spir-8405	173	10	intended	intend	VERB
spir-8405	173	11	isolated	isolate	VERB
spir-8405	173	12	but	but	CCONJ
spir-8405	173	13	are	be	AUX
spir-8405	173	14	described	describe	VERB
spir-8405	173	15	as	as	ADP
spir-8405	173	16	part	part	NOUN
spir-8405	173	17	of	of	ADP
spir-8405	173	18	the	the	DET
spir-8405	173	19	larger	large	ADJ
spir-8405	173	20	media	medium	NOUN
spir-8405	173	21	arena	arena	NOUN
spir-8405	173	22	where	where	SCONJ
spir-8405	173	23	citizens	citizen	NOUN
spir-8405	173	24	can	can	AUX
spir-8405	173	25	acquire	acquire	VERB
spir-8405	173	26	political	political	ADJ
spir-8405	173	27	knowledge	knowledge	NOUN
spir-8405	173	28	and	and	CCONJ
spir-8405	173	29	participate	participate	VERB
spir-8405	173	30	in	in	ADP
spir-8405	173	31	the	the	DET
spir-8405	173	32	political	political	ADJ
spir-8405	173	33	process	process	NOUN
spir-8405	173	34	at	at	ADP
spir-8405	173	35	various	various	ADJ
spir-8405	173	36	scale	scale	NOUN
spir-8405	173	37	(	(	PUNCT
spir-8405	173	38	norris	norris	PROPN
spir-8405	173	39	2000	2000	NUM
spir-8405	173	40	,	,	PUNCT
spir-8405	173	41	vaccari	vaccari	NOUN
spir-8405	173	42	2013	2013	NUM
spir-8405	173	43	)	)	PUNCT
spir-8405	173	44	.	.	PUNCT
spir-8405	174	1	the	the	DET
spir-8405	174	2	italian	italian	ADJ
spir-8405	174	3	case	case	NOUN
spir-8405	174	4	the	the	DET
spir-8405	174	5	adoption	adoption	NOUN
spir-8405	174	6	of	of	ADP
spir-8405	174	7	internet	internet	NOUN
spir-8405	174	8	technologies	technology	NOUN
spir-8405	174	9	in	in	ADP
spir-8405	174	10	italy	italy	PROPN
spir-8405	174	11	is	be	AUX
spir-8405	174	12	extremely	extremely	ADV
spir-8405	174	13	diversified	diversified	ADJ
spir-8405	174	14	.	.	PUNCT
spir-8405	175	1	while	while	SCONJ
spir-8405	175	2	tv	tv	NOUN
spir-8405	175	3	is	be	AUX
spir-8405	175	4	still	still	ADV
spir-8405	175	5	considered	consider	VERB
spir-8405	175	6	the	the	DET
spir-8405	175	7	main	main	ADJ
spir-8405	175	8	source	source	NOUN
spir-8405	175	9	of	of	ADP
spir-8405	175	10	news	news	NOUN
spir-8405	175	11	(	(	PUNCT
spir-8405	175	12	vaccari	vaccari	NOUN
spir-8405	175	13	2013	2013	NUM
spir-8405	175	14	)	)	PUNCT
spir-8405	175	15	,	,	PUNCT
spir-8405	175	16	online	online	ADJ
spir-8405	175	17	sources	source	NOUN
spir-8405	175	18	show	show	VERB
spir-8405	175	19	a	a	DET
spir-8405	175	20	steady	steady	ADJ
spir-8405	175	21	increment	increment	NOUN
spir-8405	175	22	and	and	CCONJ
spir-8405	175	23	are	be	AUX
spir-8405	175	24	perceived	perceive	VERB
spir-8405	175	25	as	as	ADP
spir-8405	175	26	“	"	PUNCT
spir-8405	175	27	important	important	ADJ
spir-8405	175	28	”	"	PUNCT
spir-8405	175	29	by	by	ADP
spir-8405	175	30	60	60	NUM
spir-8405	175	31	%	%	NOUN
spir-8405	175	32	of	of	ADP
spir-8405	175	33	the	the	DET
spir-8405	175	34	population	population	NOUN
spir-8405	175	35	surpassing	surpass	VERB
spir-8405	175	36	radio	radio	NOUN
spir-8405	175	37	and	and	CCONJ
spir-8405	175	38	newspapers	newspaper	NOUN
spir-8405	175	39	(	(	PUNCT
spir-8405	175	40	news	news	NOUN
spir-8405	175	41	italia	italia	PROPN
spir-8405	175	42	2014	2014	NUM
spir-8405	175	43	)	)	PUNCT
spir-8405	175	44	.	.	PUNCT
spir-8405	176	1	overall	overall	ADV
spir-8405	176	2	,	,	PUNCT
spir-8405	176	3	internet	internet	NOUN
spir-8405	176	4	use	use	NOUN
spir-8405	176	5	is	be	AUX
spir-8405	176	6	still	still	ADV
spir-8405	176	7	low	low	ADJ
spir-8405	176	8	:	:	PUNCT
spir-8405	176	9	62	62	NUM
spir-8405	176	10	%	%	NOUN
spir-8405	176	11	of	of	ADP
spir-8405	176	12	the	the	DET
spir-8405	176	13	whole	whole	ADJ
spir-8405	176	14	11	11	NUM
spir-8405	176	15	population	population	NOUN
spir-8405	176	16	–	–	PUNCT
spir-8405	176	17	among	among	ADP
spir-8405	176	18	the	the	DET
spir-8405	176	19	lowest	low	ADJ
spir-8405	176	20	in	in	ADP
spir-8405	176	21	europe	europe	PROPN
spir-8405	176	22	with	with	ADP
spir-8405	176	23	little	little	ADJ
spir-8405	176	24	diffusion	diffusion	NOUN
spir-8405	176	25	of	of	ADP
spir-8405	176	26	social	social	ADJ
spir-8405	176	27	network	network	NOUN
spir-8405	176	28	sites	site	NOUN
spir-8405	176	29	(	(	PUNCT
spir-8405	176	30	36	36	NUM
spir-8405	176	31	%	%	NOUN
spir-8405	176	32	)	)	PUNCT
spir-8405	176	33	and	and	CCONJ
spir-8405	176	34	social	social	ADJ
spir-8405	176	35	media	medium	NOUN
spir-8405	176	36	(	(	PUNCT
spir-8405	176	37	29	29	NUM
spir-8405	176	38	%	%	NOUN
spir-8405	176	39	)	)	PUNCT
spir-8405	176	40	(	(	PUNCT
spir-8405	176	41	vaccari	vaccari	NOUN
spir-8405	176	42	2013	2013	NUM
spir-8405	176	43	)	)	PUNCT
spir-8405	176	44	.	.	PUNCT
spir-8405	177	1	despite	despite	SCONJ
spir-8405	177	2	those	those	DET
spir-8405	177	3	figures	figure	NOUN
spir-8405	177	4	,	,	PUNCT
spir-8405	177	5	a	a	DET
spir-8405	177	6	pew	pew	NOUN
spir-8405	177	7	research	research	NOUN
spir-8405	177	8	from	from	ADP
spir-8405	177	9	2012	2012	NUM
spir-8405	177	10	reported	report	VERB
spir-8405	177	11	that	that	SCONJ
spir-8405	177	12	36	36	NUM
spir-8405	177	13	%	%	NOUN
spir-8405	177	14	of	of	ADP
spir-8405	177	15	italian	italian	ADJ
spir-8405	177	16	social	social	ADJ
spir-8405	177	17	media	medium	NOUN
spir-8405	177	18	users	user	NOUN
spir-8405	177	19	,	,	PUNCT
spir-8405	177	20	the	the	DET
spir-8405	177	21	second	second	ADJ
spir-8405	177	22	highest	high	ADJ
spir-8405	177	23	percentage	percentage	NOUN
spir-8405	177	24	among	among	ADP
spir-8405	177	25	western	western	ADJ
spir-8405	177	26	democracies	democracy	NOUN
spir-8405	177	27	,	,	PUNCT
spir-8405	177	28	are	be	AUX
spir-8405	177	29	engaged	engage	VERB
spir-8405	177	30	in	in	ADP
spir-8405	177	31	political	political	ADJ
spir-8405	177	32	discussion	discussion	NOUN
spir-8405	177	33	.	.	PUNCT
spir-8405	178	1	the	the	DET
spir-8405	178	2	opportunities	opportunity	NOUN
spir-8405	178	3	of	of	ADP
spir-8405	178	4	political	political	ADJ
spir-8405	178	5	participation	participation	NOUN
spir-8405	178	6	offered	offer	VERB
spir-8405	178	7	by	by	ADP
spir-8405	178	8	social	social	ADJ
spir-8405	178	9	media	medium	NOUN
spir-8405	178	10	appear	appear	VERB
spir-8405	178	11	to	to	PART
spir-8405	178	12	be	be	AUX
spir-8405	178	13	central	central	ADJ
spir-8405	178	14	in	in	ADP
spir-8405	178	15	a	a	DET
spir-8405	178	16	context	context	NOUN
spir-8405	178	17	where	where	SCONJ
spir-8405	178	18	the	the	DET
spir-8405	178	19	ties	tie	NOUN
spir-8405	178	20	between	between	ADP
spir-8405	178	21	media	medium	NOUN
spir-8405	178	22	and	and	CCONJ
spir-8405	178	23	politics	politic	NOUN
spir-8405	178	24	have	have	AUX
spir-8405	178	25	been	be	AUX
spir-8405	178	26	extremely	extremely	ADV
spir-8405	178	27	pervasive	pervasive	ADJ
spir-8405	178	28	and	and	CCONJ
spir-8405	178	29	have	have	AUX
spir-8405	178	30	generated	generate	VERB
spir-8405	178	31	a	a	DET
spir-8405	178	32	high	high	ADJ
spir-8405	178	33	level	level	NOUN
spir-8405	178	34	of	of	ADP
spir-8405	178	35	media	medium	NOUN
spir-8405	178	36	partisanship	partisanship	NOUN
spir-8405	178	37	(	(	PUNCT
spir-8405	178	38	vaccari	vaccari	NOUN
spir-8405	178	39	2013	2013	NUM
spir-8405	178	40	)	)	PUNCT
spir-8405	178	41	.	.	PUNCT
spir-8405	179	1	this	this	DET
spir-8405	179	2	exasperated	exasperated	ADJ
spir-8405	179	3	media	medium	NOUN
spir-8405	179	4	environment	environment	NOUN
spir-8405	179	5	,	,	PUNCT
spir-8405	179	6	together	together	ADV
spir-8405	179	7	with	with	ADP
spir-8405	179	8	a	a	DET
spir-8405	179	9	long	long	ADJ
spir-8405	179	10	wave	wave	NOUN
spir-8405	179	11	of	of	ADP
spir-8405	179	12	scandals	scandal	NOUN
spir-8405	179	13	and	and	CCONJ
spir-8405	179	14	economic	economic	ADJ
spir-8405	179	15	crisis	crisis	NOUN
spir-8405	179	16	,	,	PUNCT
spir-8405	179	17	caused	cause	VERB
spir-8405	179	18	a	a	DET
spir-8405	179	19	soaring	soar	VERB
spir-8405	179	20	distrust	distrust	NOUN
spir-8405	179	21	toward	toward	ADP
spir-8405	179	22	parties	party	NOUN
spir-8405	179	23	and	and	CCONJ
spir-8405	179	24	politicians	politician	NOUN
spir-8405	179	25	(	(	PUNCT
spir-8405	179	26	vaccari	vaccari	NOUN
spir-8405	179	27	2013	2013	NUM
spir-8405	179	28	)	)	PUNCT
spir-8405	179	29	.	.	PUNCT
spir-8405	180	1	blogs	blog	NOUN
spir-8405	180	2	,	,	PUNCT
spir-8405	180	3	facebook	facebook	NOUN
spir-8405	180	4	and	and	CCONJ
spir-8405	180	5	twitter	twitter	NOUN
spir-8405	180	6	between	between	ADP
spir-8405	180	7	political	political	ADJ
spir-8405	180	8	communication	communication	NOUN
spir-8405	180	9	and	and	CCONJ
spir-8405	180	10	participation	participation	NOUN
spir-8405	180	11	within	within	ADP
spir-8405	180	12	the	the	DET
spir-8405	180	13	described	describe	VERB
spir-8405	180	14	scenario	scenario	NOUN
spir-8405	180	15	,	,	PUNCT
spir-8405	180	16	social	social	ADJ
spir-8405	180	17	media	medium	NOUN
spir-8405	180	18	have	have	AUX
spir-8405	180	19	been	be	AUX
spir-8405	180	20	used	use	VERB
spir-8405	180	21	,	,	PUNCT
spir-8405	180	22	from	from	ADP
spir-8405	180	23	a	a	DET
spir-8405	180	24	political	political	ADJ
spir-8405	180	25	perspective	perspective	NOUN
spir-8405	180	26	,	,	PUNCT
spir-8405	180	27	both	both	PRON
spir-8405	180	28	as	as	ADP
spir-8405	180	29	a	a	DET
spir-8405	180	30	way	way	NOUN
spir-8405	180	31	for	for	SCONJ
spir-8405	180	32	politicians	politician	NOUN
spir-8405	180	33	to	to	PART
spir-8405	180	34	have	have	VERB
spir-8405	180	35	a	a	DET
spir-8405	180	36	direct	direct	ADJ
spir-8405	180	37	communication	communication	NOUN
spir-8405	180	38	channel	channel	NOUN
spir-8405	180	39	with	with	ADP
spir-8405	180	40	potential	potential	ADJ
spir-8405	180	41	voters	voter	NOUN
spir-8405	180	42	bypassing	bypass	VERB
spir-8405	180	43	a	a	DET
spir-8405	180	44	partisan	partisan	ADJ
spir-8405	180	45	mass	mass	ADJ
spir-8405	180	46	media	medium	NOUN
spir-8405	180	47	system	system	NOUN
spir-8405	180	48	and	and	CCONJ
spir-8405	180	49	as	as	ADP
spir-8405	180	50	a	a	DET
spir-8405	180	51	way	way	NOUN
spir-8405	180	52	for	for	SCONJ
spir-8405	180	53	disenchanted	disenchanted	ADJ
spir-8405	180	54	citizens	citizen	NOUN
spir-8405	180	55	to	to	PART
spir-8405	180	56	debate	debate	VERB
spir-8405	180	57	political	political	ADJ
spir-8405	180	58	topic	topic	NOUN
spir-8405	180	59	outside	outside	ADP
spir-8405	180	60	of	of	ADP
spir-8405	180	61	the	the	DET
spir-8405	180	62	political	political	ADJ
spir-8405	180	63	arenas	arena	NOUN
spir-8405	180	64	.	.	PUNCT
spir-8405	181	1	within	within	ADP
spir-8405	181	2	a	a	DET
spir-8405	181	3	longitudinal	longitudinal	ADJ
spir-8405	181	4	perspective	perspective	NOUN
spir-8405	181	5	of	of	ADP
spir-8405	181	6	social	social	ADJ
spir-8405	181	7	media	medium	NOUN
spir-8405	181	8	,	,	PUNCT
spir-8405	181	9	from	from	ADP
spir-8405	181	10	blogs	blog	NOUN
spir-8405	181	11	to	to	ADP
spir-8405	181	12	facebook	facebook	NOUN
spir-8405	181	13	and	and	CCONJ
spir-8405	181	14	twitter	twitter	NOUN
spir-8405	181	15	,	,	PUNCT
spir-8405	181	16	these	these	DET
spir-8405	181	17	two	two	NUM
spir-8405	181	18	dimensions	dimension	NOUN
spir-8405	181	19	seem	seem	VERB
spir-8405	181	20	to	to	PART
spir-8405	181	21	coexist	coexist	VERB
spir-8405	181	22	instead	instead	ADV
spir-8405	181	23	of	of	ADP
spir-8405	181	24	being	be	AUX
spir-8405	181	25	connected	connect	VERB
spir-8405	181	26	to	to	ADP
spir-8405	181	27	a	a	DET
spir-8405	181	28	specific	specific	ADJ
spir-8405	181	29	platform	platform	NOUN
spir-8405	181	30	.	.	PUNCT
spir-8405	182	1	at	at	ADP
spir-8405	182	2	the	the	DET
spir-8405	182	3	end	end	NOUN
spir-8405	182	4	of	of	ADP
spir-8405	182	5	the	the	DET
spir-8405	182	6	first	first	ADJ
spir-8405	182	7	decade	decade	NOUN
spir-8405	182	8	of	of	ADP
spir-8405	182	9	the	the	DET
spir-8405	182	10	21st	21st	ADJ
spir-8405	182	11	century	century	NOUN
spir-8405	182	12	,	,	PUNCT
spir-8405	182	13	following	follow	VERB
spir-8405	182	14	the	the	DET
spir-8405	182	15	success	success	NOUN
spir-8405	182	16	of	of	ADP
spir-8405	182	17	howard	howard	PROPN
spir-8405	182	18	dean	dean	PROPN
spir-8405	182	19	’s	’s	PART
spir-8405	182	20	blog	blog	NOUN
spir-8405	182	21	for	for	ADP
spir-8405	182	22	america	america	PROPN
spir-8405	182	23	(	(	PUNCT
spir-8405	182	24	kerbel	kerbel	PROPN
spir-8405	182	25	&	&	CCONJ
spir-8405	182	26	bloom	bloom	PROPN
spir-8405	182	27	2005	2005	NUM
spir-8405	182	28	,	,	PUNCT
spir-8405	182	29	lawson	lawson	PROPN
spir-8405	182	30	-	-	PUNCT
spir-8405	182	31	borders	borders	PROPN
spir-8405	182	32	&	&	CCONJ
spir-8405	182	33	kirk	kirk	PROPN
spir-8405	182	34	2005	2005	NUM
spir-8405	182	35	)	)	PUNCT
spir-8405	182	36	,	,	PUNCT
spir-8405	182	37	blogs	blog	NOUN
spir-8405	182	38	arrived	arrive	VERB
spir-8405	182	39	in	in	ADP
spir-8405	182	40	italy	italy	PROPN
spir-8405	182	41	as	as	ADP
spir-8405	182	42	“	"	PUNCT
spir-8405	182	43	new	new	ADJ
spir-8405	182	44	thing	thing	NOUN
spir-8405	182	45	”	"	PUNCT
spir-8405	182	46	for	for	ADP
spir-8405	182	47	political	political	ADJ
spir-8405	182	48	communication	communication	NOUN
spir-8405	182	49	.	.	PUNCT
spir-8405	183	1	besides	besides	SCONJ
spir-8405	183	2	the	the	DET
spir-8405	183	3	presupposed	presuppose	VERB
spir-8405	183	4	interaction	interaction	NOUN
spir-8405	183	5	with	with	ADP
spir-8405	183	6	potential	potential	ADJ
spir-8405	183	7	voters	voter	NOUN
spir-8405	183	8	,	,	PUNCT
spir-8405	183	9	blogs	blog	NOUN
spir-8405	183	10	have	have	AUX
spir-8405	183	11	been	be	AUX
spir-8405	183	12	largely	largely	ADV
spir-8405	183	13	used	use	VERB
spir-8405	183	14	as	as	ADP
spir-8405	183	15	a	a	DET
spir-8405	183	16	way	way	NOUN
spir-8405	183	17	for	for	SCONJ
spir-8405	183	18	politicians	politician	NOUN
spir-8405	183	19	to	to	PART
spir-8405	183	20	have	have	VERB
spir-8405	183	21	a	a	DET
spir-8405	183	22	more	more	ADV
spir-8405	183	23	active	active	ADJ
spir-8405	183	24	role	role	NOUN
spir-8405	183	25	within	within	ADP
spir-8405	183	26	the	the	DET
spir-8405	183	27	definition	definition	NOUN
spir-8405	183	28	of	of	ADP
spir-8405	183	29	media	medium	NOUN
spir-8405	183	30	agenda	agenda	NOUN
spir-8405	183	31	or	or	CCONJ
spir-8405	183	32	to	to	PART
spir-8405	183	33	overcome	overcome	VERB
spir-8405	183	34	the	the	DET
spir-8405	183	35	filter	filter	NOUN
spir-8405	183	36	represented	represent	VERB
spir-8405	183	37	by	by	ADP
spir-8405	183	38	traditional	traditional	ADJ
spir-8405	183	39	mass	mass	ADJ
spir-8405	183	40	media	medium	NOUN
spir-8405	183	41	(	(	PUNCT
spir-8405	183	42	bentivegna	bentivegna	NOUN
spir-8405	183	43	&	&	CCONJ
spir-8405	183	44	russo	russo	PROPN
spir-8405	183	45	2012	2012	NUM
spir-8405	183	46	)	)	PUNCT
spir-8405	183	47	.	.	PUNCT
spir-8405	184	1	while	while	SCONJ
spir-8405	184	2	,	,	PUNCT
spir-8405	184	3	from	from	ADP
spir-8405	184	4	a	a	DET
spir-8405	184	5	quantitative	quantitative	ADJ
spir-8405	184	6	perspective	perspective	NOUN
spir-8405	184	7	,	,	PUNCT
spir-8405	184	8	the	the	DET
spir-8405	184	9	phenomenon	phenomenon	NOUN
spir-8405	184	10	has	have	AUX
spir-8405	184	11	never	never	ADV
spir-8405	184	12	fully	fully	ADV
spir-8405	184	13	exploded	explode	VERB
spir-8405	184	14	with	with	ADP
spir-8405	184	15	just	just	ADV
spir-8405	184	16	139	139	NUM
spir-8405	184	17	(	(	PUNCT
spir-8405	184	18	out	out	ADP
spir-8405	184	19	of	of	ADP
spir-8405	184	20	951	951	NUM
spir-8405	184	21	)	)	PUNCT
spir-8405	184	22	mps	mp	NOUN
spir-8405	184	23	actively	actively	ADV
spir-8405	184	24	blogging	blogge	VERB
spir-8405	184	25	in	in	ADP
spir-8405	184	26	2012	2012	NUM
spir-8405	184	27	(	(	PUNCT
spir-8405	184	28	bentivegna	bentivegna	PROPN
spir-8405	184	29	&	&	CCONJ
spir-8405	184	30	russo	russo	PROPN
spir-8405	184	31	2012	2012	NUM
spir-8405	184	32	)	)	PUNCT
spir-8405	184	33	there	there	PRON
spir-8405	184	34	has	have	AUX
spir-8405	184	35	been	be	AUX
spir-8405	184	36	at	at	ADP
spir-8405	184	37	least	least	ADV
spir-8405	184	38	one	one	NUM
spir-8405	184	39	case	case	NOUN
spir-8405	184	40	that	that	PRON
spir-8405	184	41	proved	prove	VERB
spir-8405	184	42	how	how	SCONJ
spir-8405	184	43	blogs	blog	NOUN
spir-8405	184	44	have	have	AUX
spir-8405	184	45	been	be	AUX
spir-8405	184	46	successfully	successfully	ADV
spir-8405	184	47	used	use	VERB
spir-8405	184	48	to	to	PART
spir-8405	184	49	set	set	VERB
spir-8405	184	50	an	an	DET
spir-8405	184	51	alternative	alternative	ADJ
spir-8405	184	52	agenda	agenda	NOUN
spir-8405	184	53	for	for	ADP
spir-8405	184	54	political	political	ADJ
spir-8405	184	55	activities	activity	NOUN
spir-8405	184	56	.	.	PUNCT
spir-8405	185	1	beppe	beppe	PROPN
spir-8405	185	2	grillo	grillo	PROPN
spir-8405	185	3	,	,	PUNCT
spir-8405	185	4	a	a	DET
spir-8405	185	5	former	former	ADJ
spir-8405	185	6	comedian	comedian	NOUN
spir-8405	185	7	and	and	CCONJ
spir-8405	185	8	actor	actor	NOUN
spir-8405	185	9	,	,	PUNCT
spir-8405	185	10	started	start	VERB
spir-8405	185	11	in	in	ADP
spir-8405	185	12	2005	2005	NUM
spir-8405	185	13	his	his	PRON
spir-8405	185	14	personal	personal	ADJ
spir-8405	185	15	blog	blog	NOUN
spir-8405	185	16	where	where	SCONJ
spir-8405	185	17	he	he	PRON
spir-8405	185	18	launched	launch	VERB
spir-8405	185	19	several	several	ADJ
spir-8405	185	20	political	political	ADJ
spir-8405	185	21	campaigns	campaign	NOUN
spir-8405	185	22	.	.	PUNCT
spir-8405	186	1	due	due	ADP
spir-8405	186	2	to	to	ADP
spir-8405	186	3	the	the	DET
spir-8405	186	4	general	general	ADJ
spir-8405	186	5	ostracism	ostracism	NOUN
spir-8405	186	6	that	that	PRON
spir-8405	186	7	beppe	beppe	PROPN
spir-8405	186	8	grillo	grillo	PROPN
spir-8405	186	9	was	be	AUX
spir-8405	186	10	suffering	suffer	VERB
spir-8405	186	11	from	from	ADP
spir-8405	186	12	italian	italian	ADJ
spir-8405	186	13	mass	mass	NOUN
spir-8405	186	14	media	medium	NOUN
spir-8405	186	15	his	his	PRON
spir-8405	186	16	blog	blog	NOUN
spir-8405	186	17	,	,	PUNCT
spir-8405	186	18	despite	despite	SCONJ
spir-8405	186	19	the	the	DET
spir-8405	186	20	complete	complete	ADJ
spir-8405	186	21	absence	absence	NOUN
spir-8405	186	22	of	of	ADP
spir-8405	186	23	interaction	interaction	NOUN
spir-8405	186	24	between	between	ADP
spir-8405	186	25	the	the	DET
spir-8405	186	26	comedian	comedian	NOUN
spir-8405	186	27	and	and	CCONJ
spir-8405	186	28	his	his	PRON
spir-8405	186	29	readership	readership	NOUN
spir-8405	186	30	,	,	PUNCT
spir-8405	186	31	acted	act	VERB
spir-8405	186	32	as	as	ADP
spir-8405	186	33	an	an	DET
spir-8405	186	34	alternative	alternative	ADJ
spir-8405	186	35	communication	communication	NOUN
spir-8405	186	36	space	space	NOUN
spir-8405	186	37	characterized	characterize	VERB
spir-8405	186	38	by	by	ADP
spir-8405	186	39	its	its	PRON
spir-8405	186	40	independence	independence	NOUN
spir-8405	186	41	from	from	ADP
spir-8405	186	42	established	establish	VERB
spir-8405	186	43	media	medium	NOUN
spir-8405	186	44	and	and	CCONJ
spir-8405	186	45	political	political	ADJ
spir-8405	186	46	power	power	NOUN
spir-8405	186	47	(	(	PUNCT
spir-8405	186	48	rossi	rossi	PROPN
spir-8405	186	49	&	&	CCONJ
spir-8405	186	50	boccia	boccia	PROPN
spir-8405	186	51	artieri	artieri	VERB
spir-8405	186	52	2014	2014	NUM
spir-8405	186	53	)	)	PUNCT
spir-8405	186	54	.	.	PUNCT
spir-8405	187	1	marked	mark	VERB
spir-8405	187	2	by	by	ADP
spir-8405	187	3	an	an	DET
spir-8405	187	4	intense	intense	ADJ
spir-8405	187	5	political	political	ADJ
spir-8405	187	6	agenda	agenda	NOUN
spir-8405	187	7	,	,	PUNCT
spir-8405	187	8	mainly	mainly	ADV
spir-8405	187	9	addressed	address	VERB
spir-8405	187	10	against	against	ADP
spir-8405	187	11	the	the	DET
spir-8405	187	12	established	establish	VERB
spir-8405	187	13	political	political	ADJ
spir-8405	187	14	system	system	NOUN
spir-8405	187	15	,	,	PUNCT
spir-8405	187	16	beppe	beppe	PROPN
spir-8405	187	17	grillo	grillo	PROPN
spir-8405	187	18	’s	’s	PART
spir-8405	187	19	blog	blog	NOUN
spir-8405	187	20	acted	act	VERB
spir-8405	187	21	as	as	ADP
spir-8405	187	22	initial	initial	ADJ
spir-8405	187	23	political	political	ADJ
spir-8405	187	24	platform	platform	NOUN
spir-8405	187	25	for	for	ADP
spir-8405	187	26	the	the	DET
spir-8405	187	27	“	"	PUNCT
spir-8405	187	28	five	five	NUM
spir-8405	187	29	stars	star	NOUN
spir-8405	187	30	movement	movement	NOUN
spir-8405	187	31	”	"	PUNCT
spir-8405	187	32	,	,	PUNCT
spir-8405	187	33	the	the	DET
spir-8405	187	34	brand	brand	NOUN
spir-8405	187	35	new	new	ADJ
spir-8405	187	36	party	party	NOUN
spir-8405	187	37	that	that	PRON
spir-8405	187	38	in	in	ADP
spir-8405	187	39	2013	2013	NUM
spir-8405	187	40	was	be	AUX
spir-8405	187	41	as	as	ADP
spir-8405	187	42	the	the	DET
spir-8405	187	43	largest	large	ADJ
spir-8405	187	44	party	party	NOUN
spir-8405	187	45	in	in	ADP
spir-8405	187	46	italian	italian	ADJ
spir-8405	187	47	chamber	chamber	NOUN
spir-8405	187	48	of	of	ADP
spir-8405	187	49	deputies	deputy	NOUN
spir-8405	187	50	(	(	PUNCT
spir-8405	187	51	bordignon	bordignon	NOUN
spir-8405	187	52	and	and	CCONJ
spir-8405	187	53	ceccarini	ceccarini	PROPN
spir-8405	187	54	2013	2013	NUM
spir-8405	187	55	)	)	PUNCT
spir-8405	187	56	.	.	PUNCT
spir-8405	188	1	when	when	SCONJ
spir-8405	188	2	facebook	facebook	NOUN
spir-8405	188	3	and	and	CCONJ
spir-8405	188	4	twitter	twitter	NOUN
spir-8405	188	5	entered	enter	VERB
spir-8405	188	6	the	the	DET
spir-8405	188	7	national	national	ADJ
spir-8405	188	8	political	political	ADJ
spir-8405	188	9	arena	arena	NOUN
spir-8405	188	10	during	during	ADP
spir-8405	188	11	2013	2013	NUM
spir-8405	188	12	general	general	ADJ
spir-8405	188	13	elections	election	NOUN
spir-8405	188	14	they	they	PRON
spir-8405	188	15	made	make	VERB
spir-8405	188	16	visible	visible	ADJ
spir-8405	188	17	a	a	DET
spir-8405	188	18	wider	wide	ADJ
spir-8405	188	19	range	range	NOUN
spir-8405	188	20	of	of	ADP
spir-8405	188	21	communication	communication	NOUN
spir-8405	188	22	strategies	strategy	NOUN
spir-8405	188	23	ranging	range	VERB
spir-8405	188	24	from	from	ADP
spir-8405	188	25	the	the	DET
spir-8405	188	26	use	use	NOUN
spir-8405	188	27	of	of	ADP
spir-8405	188	28	social	social	ADJ
spir-8405	188	29	media	medium	NOUN
spir-8405	188	30	as	as	ADP
spir-8405	188	31	additional	additional	ADJ
spir-8405	188	32	channels	channel	NOUN
spir-8405	188	33	of	of	ADP
spir-8405	188	34	communication	communication	NOUN
spir-8405	188	35	,	,	PUNCT
spir-8405	188	36	to	to	ADP
spir-8405	188	37	more	more	ADV
spir-8405	188	38	interactive	interactive	ADJ
spir-8405	188	39	ways	way	NOUN
spir-8405	188	40	to	to	PART
spir-8405	188	41	engage	engage	VERB
spir-8405	188	42	citizens	citizen	NOUN
spir-8405	188	43	and	and	CCONJ
spir-8405	188	44	potential	potential	ADJ
spir-8405	188	45	voters	voter	NOUN
spir-8405	188	46	.	.	PUNCT
spir-8405	189	1	while	while	SCONJ
spir-8405	189	2	blogs	blog	NOUN
spir-8405	189	3	have	have	AUX
spir-8405	189	4	had	have	VERB
spir-8405	189	5	a	a	DET
spir-8405	189	6	minor	minor	ADJ
spir-8405	189	7	quantitative	quantitative	ADJ
spir-8405	189	8	success	success	NOUN
spir-8405	189	9	,	,	PUNCT
spir-8405	189	10	facebook	facebook	NOUN
spir-8405	189	11	and	and	CCONJ
spir-8405	189	12	twitter	twitter	NOUN
spir-8405	189	13	are	be	AUX
spir-8405	189	14	largely	largely	ADV
spir-8405	189	15	used	use	VERB
spir-8405	189	16	among	among	ADP
spir-8405	189	17	italian	italian	ADJ
spir-8405	189	18	politicians	politician	NOUN
spir-8405	189	19	with	with	ADP
spir-8405	189	20	over	over	ADP
spir-8405	189	21	200	200	NUM
spir-8405	189	22	facebook	facebook	NOUN
spir-8405	189	23	pages	page	NOUN
spir-8405	189	24	counting	count	VERB
spir-8405	189	25	more	more	ADJ
spir-8405	189	26	than	than	ADP
spir-8405	189	27	10,000	10,000	NUM
spir-8405	189	28	likes	like	NOUN
spir-8405	189	29	and	and	CCONJ
spir-8405	189	30	with	with	ADP
spir-8405	189	31	every	every	DET
spir-8405	189	32	major	major	ADJ
spir-8405	189	33	political	political	ADJ
spir-8405	189	34	leader	leader	NOUN
spir-8405	189	35	with	with	ADP
spir-8405	189	36	an	an	DET
spir-8405	189	37	active	active	ADJ
spir-8405	189	38	twitter	twitter	NOUN
spir-8405	189	39	account	account	NOUN
spir-8405	189	40	(	(	PUNCT
spir-8405	189	41	vaccari	vaccari	NOUN
spir-8405	189	42	&	&	CCONJ
spir-8405	189	43	valeriani	valeriani	PROPN
spir-8405	189	44	2013	2013	NUM
spir-8405	189	45	)	)	PUNCT
spir-8405	189	46	.	.	PUNCT
spir-8405	190	1	the	the	DET
spir-8405	190	2	wide	wide	ADJ
spir-8405	190	3	adoption	adoption	NOUN
spir-8405	190	4	of	of	ADP
spir-8405	190	5	facebook	facebook	NOUN
spir-8405	190	6	and	and	CCONJ
spir-8405	190	7	twitter	twitter	NOUN
spir-8405	190	8	among	among	ADP
spir-8405	190	9	politicians	politician	NOUN
spir-8405	190	10	(	(	PUNCT
spir-8405	190	11	and	and	CCONJ
spir-8405	190	12	among	among	ADP
spir-8405	190	13	media	medium	NOUN
spir-8405	190	14	12	12	NUM
spir-8405	190	15	political	political	ADJ
spir-8405	190	16	elites	elite	NOUN
spir-8405	190	17	in	in	ADP
spir-8405	190	18	general	general	ADJ
spir-8405	190	19	)	)	PUNCT
spir-8405	190	20	allowed	allow	VERB
spir-8405	190	21	the	the	DET
spir-8405	190	22	emergence	emergence	NOUN
spir-8405	190	23	of	of	ADP
spir-8405	190	24	new	new	ADJ
spir-8405	190	25	and	and	CCONJ
spir-8405	190	26	unprecedented	unprecedented	ADJ
spir-8405	190	27	forms	form	NOUN
spir-8405	190	28	of	of	ADP
spir-8405	190	29	political	political	ADJ
spir-8405	190	30	communication	communication	NOUN
spir-8405	190	31	.	.	PUNCT
spir-8405	191	1	moving	move	VERB
spir-8405	191	2	beyond	beyond	ADP
spir-8405	191	3	a	a	DET
spir-8405	191	4	simple	simple	ADJ
spir-8405	191	5	opposition	opposition	NOUN
spir-8405	191	6	between	between	ADP
spir-8405	191	7	social	social	ADJ
spir-8405	191	8	media	medium	NOUN
spir-8405	191	9	used	use	VERB
spir-8405	191	10	to	to	PART
spir-8405	191	11	have	have	VERB
spir-8405	191	12	direct	direct	ADJ
spir-8405	191	13	access	access	NOUN
spir-8405	191	14	to	to	ADP
spir-8405	191	15	voters	voter	NOUN
spir-8405	191	16	and	and	CCONJ
spir-8405	191	17	social	social	ADJ
spir-8405	191	18	media	medium	NOUN
spir-8405	191	19	used	use	VERB
spir-8405	191	20	by	by	ADP
spir-8405	191	21	citizens	citizen	NOUN
spir-8405	191	22	to	to	PART
spir-8405	191	23	debate	debate	VERB
spir-8405	191	24	political	political	ADJ
spir-8405	191	25	issues	issue	NOUN
spir-8405	191	26	,	,	PUNCT
spir-8405	191	27	contemporary	contemporary	ADJ
spir-8405	191	28	use	use	NOUN
spir-8405	191	29	of	of	ADP
spir-8405	191	30	facebook	facebook	NOUN
spir-8405	191	31	and	and	CCONJ
spir-8405	191	32	twitter	twitter	NOUN
spir-8405	191	33	shows	show	VERB
spir-8405	191	34	how	how	SCONJ
spir-8405	191	35	social	social	ADJ
spir-8405	191	36	media	medium	NOUN
spir-8405	191	37	have	have	AUX
spir-8405	191	38	become	become	VERB
spir-8405	191	39	fully	fully	ADV
spir-8405	191	40	integrated	integrate	VERB
spir-8405	191	41	with	with	ADP
spir-8405	191	42	the	the	DET
spir-8405	191	43	larger	large	ADJ
spir-8405	191	44	media	medium	NOUN
spir-8405	191	45	ecosystem	ecosystem	NOUN
spir-8405	191	46	where	where	SCONJ
spir-8405	191	47	journalists	journalist	NOUN
spir-8405	191	48	,	,	PUNCT
spir-8405	191	49	politicians	politician	NOUN
spir-8405	191	50	and	and	CCONJ
spir-8405	191	51	citizens	citizen	NOUN
spir-8405	191	52	are	be	AUX
spir-8405	191	53	actively	actively	ADV
spir-8405	191	54	engaged	engage	VERB
spir-8405	191	55	.	.	PUNCT
spir-8405	192	1	facebook	facebook	NOUN
spir-8405	192	2	pages	page	NOUN
spir-8405	192	3	against	against	ADP
spir-8405	192	4	or	or	CCONJ
spir-8405	192	5	supporting	support	VERB
spir-8405	192	6	a	a	DET
spir-8405	192	7	specific	specific	ADJ
spir-8405	192	8	political	political	ADJ
spir-8405	192	9	issue	issue	NOUN
spir-8405	192	10	as	as	ADV
spir-8405	192	11	well	well	ADV
spir-8405	192	12	as	as	ADP
spir-8405	192	13	twitter	twitter	NOUN
spir-8405	192	14	-	-	PUNCT
spir-8405	192	15	hashtag	hashtag	NOUN
spir-8405	192	16	launched	launch	VERB
spir-8405	192	17	to	to	PART
spir-8405	192	18	debate	debate	VERB
spir-8405	192	19	specific	specific	ADJ
spir-8405	192	20	political	political	ADJ
spir-8405	192	21	topic	topic	NOUN
spir-8405	192	22	or	or	CCONJ
spir-8405	192	23	to	to	PART
spir-8405	192	24	protest	protest	VERB
spir-8405	192	25	against	against	ADP
spir-8405	192	26	an	an	DET
spir-8405	192	27	incoming	incoming	ADJ
spir-8405	192	28	law	law	NOUN
spir-8405	192	29	are	be	AUX
spir-8405	192	30	just	just	ADV
spir-8405	192	31	two	two	NUM
spir-8405	192	32	examples	example	NOUN
spir-8405	192	33	of	of	ADP
spir-8405	192	34	how	how	SCONJ
spir-8405	192	35	contemporary	contemporary	ADJ
spir-8405	192	36	social	social	ADJ
spir-8405	192	37	media	medium	NOUN
spir-8405	192	38	allow	allow	VERB
spir-8405	192	39	political	political	ADJ
spir-8405	192	40	participation	participation	NOUN
spir-8405	192	41	through	through	ADP
spir-8405	192	42	and	and	CCONJ
spir-8405	192	43	in	in	ADP
spir-8405	192	44	the	the	DET
spir-8405	192	45	media	medium	NOUN
spir-8405	192	46	as	as	SCONJ
spir-8405	192	47	recently	recently	ADV
spir-8405	192	48	described	describe	VERB
spir-8405	192	49	by	by	ADP
spir-8405	192	50	carpentier	carpentier	NOUN
spir-8405	192	51	,	,	PUNCT
spir-8405	192	52	dahlgren	dahlgren	PROPN
spir-8405	192	53	and	and	CCONJ
spir-8405	192	54	pasquali	pasquali	PROPN
spir-8405	192	55	(	(	PUNCT
spir-8405	192	56	2013	2013	NUM
spir-8405	192	57	)	)	PUNCT
spir-8405	192	58	.	.	PUNCT
spir-8405	193	1	the	the	DET
spir-8405	193	2	final	final	ADJ
spir-8405	193	3	paper	paper	NOUN
spir-8405	193	4	will	will	AUX
spir-8405	193	5	go	go	VERB
spir-8405	193	6	through	through	ADP
spir-8405	193	7	several	several	ADJ
spir-8405	193	8	example	example	NOUN
spir-8405	193	9	of	of	ADP
spir-8405	193	10	participation	participation	NOUN
spir-8405	193	11	through	through	ADP
spir-8405	193	12	and	and	CCONJ
spir-8405	193	13	in	in	ADP
spir-8405	193	14	the	the	DET
spir-8405	193	15	media	medium	NOUN
spir-8405	193	16	focusing	focus	VERB
spir-8405	193	17	on	on	ADP
spir-8405	193	18	the	the	DET
spir-8405	193	19	progressive	progressive	ADJ
spir-8405	193	20	integration	integration	NOUN
spir-8405	193	21	of	of	ADP
spir-8405	193	22	social	social	ADJ
spir-8405	193	23	media	medium	NOUN
spir-8405	193	24	within	within	ADP
spir-8405	193	25	the	the	DET
spir-8405	193	26	larger	large	ADJ
spir-8405	193	27	media	medium	NOUN
spir-8405	193	28	ecosystem	ecosystem	NOUN
spir-8405	193	29	.	.	PUNCT
spir-8405	194	1	references	reference	NOUN
spir-8405	194	2	bentivegna	bentivegna	VERB
spir-8405	194	3	,	,	PUNCT
spir-8405	194	4	s.	s.	PROPN
spir-8405	194	5	,	,	PUNCT
spir-8405	194	6	russo	russo	PROPN
spir-8405	194	7	,	,	PUNCT
spir-8405	194	8	e.	e.	PROPN
spir-8405	194	9	,	,	PUNCT
spir-8405	195	1	la	la	PROPN
spir-8405	195	2	blogosfera	blogosfera	PROPN
spir-8405	195	3	parlamentare	parlamentare	PROPN
spir-8405	195	4	tra	tra	PROPN
spir-8405	195	5	retorica	retorica	PROPN
spir-8405	195	6	dell'interattività	dell'interattività	PROPN
spir-8405	195	7	e	e	NOUN
spir-8405	195	8	self	self	NOUN
spir-8405	195	9	promotion	promotion	NOUN
spir-8405	195	10	in	in	ADP
spir-8405	195	11	parlamento	parlamento	PROPN
spir-8405	195	12	2.0	2.0	NUM
spir-8405	195	13	:	:	PUNCT
spir-8405	195	14	strategie	strategie	PROPN
spir-8405	195	15	di	di	PROPN
spir-8405	195	16	comunicazione	comunicazione	PROPN
spir-8405	195	17	politica	politica	PROPN
spir-8405	195	18	in	in	ADP
spir-8405	195	19	internet	internet	PROPN
spir-8405	195	20	.	.	PUNCT
spir-8405	196	1	bordignon	bordignon	PROPN
spir-8405	196	2	,	,	PUNCT
spir-8405	196	3	f.	f.	PROPN
spir-8405	196	4	,	,	PUNCT
spir-8405	196	5	&	&	CCONJ
spir-8405	196	6	ceccarini	ceccarini	PROPN
spir-8405	196	7	,	,	PUNCT
spir-8405	196	8	l.	l.	PROPN
spir-8405	196	9	(	(	PUNCT
spir-8405	196	10	2013	2013	NUM
spir-8405	196	11	)	)	PUNCT
spir-8405	196	12	.	.	PUNCT
spir-8405	197	1	five	five	NUM
spir-8405	197	2	stars	star	NOUN
spir-8405	197	3	and	and	CCONJ
spir-8405	197	4	a	a	DET
spir-8405	197	5	cricket	cricket	NOUN
spir-8405	197	6	.	.	PUNCT
spir-8405	198	1	beppe	beppe	PROPN
spir-8405	198	2	grillo	grillo	PROPN
spir-8405	198	3	shakes	shake	VERB
spir-8405	198	4	italian	italian	ADJ
spir-8405	198	5	politics	politic	NOUN
spir-8405	198	6	.	.	PUNCT
spir-8405	199	1	south	south	ADJ
spir-8405	199	2	european	european	PROPN
spir-8405	199	3	society	society	PROPN
spir-8405	199	4	and	and	CCONJ
spir-8405	199	5	politics	politic	NOUN
spir-8405	199	6	,	,	PUNCT
spir-8405	199	7	18(4	18(4	NUM
spir-8405	199	8	)	)	PUNCT
spir-8405	199	9	,	,	PUNCT
spir-8405	199	10	427	427	NUM
spir-8405	199	11	-	-	SYM
spir-8405	199	12	449	449	NUM
spir-8405	199	13	.	.	PUNCT
spir-8405	200	1	carpentier	carpentier	NOUN
spir-8405	200	2	,	,	PUNCT
spir-8405	200	3	n.	n.	NOUN
spir-8405	200	4	,	,	PUNCT
spir-8405	200	5	dahlgren	dahlgren	PROPN
spir-8405	200	6	,	,	PUNCT
spir-8405	200	7	p.	p.	PROPN
spir-8405	200	8	,	,	PUNCT
spir-8405	200	9	&	&	CCONJ
spir-8405	200	10	pasquali	pasquali	PROPN
spir-8405	200	11	,	,	PUNCT
spir-8405	200	12	f.	f.	PROPN
spir-8405	200	13	(	(	PUNCT
spir-8405	200	14	2013	2013	NUM
spir-8405	200	15	)	)	PUNCT
spir-8405	200	16	.	.	PUNCT
spir-8405	201	1	waves	wave	NOUN
spir-8405	201	2	of	of	ADP
spir-8405	201	3	media	medium	NOUN
spir-8405	201	4	democratization	democratization	NOUN
spir-8405	201	5	a	a	DET
spir-8405	201	6	brief	brief	ADJ
spir-8405	201	7	history	history	NOUN
spir-8405	201	8	of	of	ADP
spir-8405	201	9	contemporary	contemporary	PROPN
spir-8405	201	10	participatory	participatory	ADJ
spir-8405	201	11	practices	practice	NOUN
spir-8405	201	12	in	in	ADP
spir-8405	201	13	the	the	DET
spir-8405	201	14	media	media	NOUN
spir-8405	201	15	sphere	sphere	NOUN
spir-8405	201	16	.	.	PUNCT
spir-8405	202	1	convergence	convergence	NOUN
spir-8405	202	2	:	:	PUNCT
spir-8405	202	3	the	the	DET
spir-8405	202	4	international	international	ADJ
spir-8405	202	5	journal	journal	NOUN
spir-8405	202	6	of	of	ADP
spir-8405	202	7	research	research	NOUN
spir-8405	202	8	into	into	ADP
spir-8405	202	9	new	new	ADJ
spir-8405	202	10	media	medium	NOUN
spir-8405	202	11	technologies	technology	NOUN
spir-8405	202	12	,	,	PUNCT
spir-8405	202	13	19(3	19(3	NUM
spir-8405	202	14	)	)	PUNCT
spir-8405	202	15	,	,	PUNCT
spir-8405	202	16	287	287	NUM
spir-8405	202	17	-	-	SYM
spir-8405	202	18	294	294	NUM
spir-8405	202	19	.	.	PUNCT
spir-8405	203	1	ceron	ceron	PROPN
spir-8405	203	2	,	,	PUNCT
spir-8405	203	3	a.	a.	PROPN
spir-8405	203	4	,	,	PUNCT
spir-8405	203	5	curini	curini	PROPN
spir-8405	203	6	,	,	PUNCT
spir-8405	203	7	l.	l.	PROPN
spir-8405	203	8	,	,	PUNCT
spir-8405	203	9	iacus	iacus	PROPN
spir-8405	203	10	,	,	PUNCT
spir-8405	203	11	s.	s.	PROPN
spir-8405	203	12	m.	m.	PROPN
spir-8405	203	13	,	,	PUNCT
spir-8405	203	14	&	&	CCONJ
spir-8405	203	15	porro	porro	PROPN
spir-8405	203	16	,	,	PUNCT
spir-8405	203	17	g.	g.	PROPN
spir-8405	203	18	(	(	PUNCT
spir-8405	203	19	2014	2014	NUM
spir-8405	203	20	)	)	PUNCT
spir-8405	203	21	.	.	PUNCT
spir-8405	204	1	every	every	DET
spir-8405	204	2	tweet	tweet	NOUN
spir-8405	204	3	counts	count	VERB
spir-8405	204	4	?	?	PUNCT
spir-8405	205	1	how	how	SCONJ
spir-8405	205	2	sentiment	sentiment	NOUN
spir-8405	205	3	analysis	analysis	NOUN
spir-8405	205	4	of	of	ADP
spir-8405	205	5	social	social	ADJ
spir-8405	205	6	media	medium	NOUN
spir-8405	205	7	can	can	AUX
spir-8405	205	8	improve	improve	VERB
spir-8405	205	9	our	our	PRON
spir-8405	205	10	knowledge	knowledge	NOUN
spir-8405	205	11	of	of	ADP
spir-8405	205	12	citizens	citizen	NOUN
spir-8405	205	13	’	’	PART
spir-8405	205	14	political	political	ADJ
spir-8405	205	15	preferences	preference	NOUN
spir-8405	205	16	with	with	ADP
spir-8405	205	17	an	an	DET
spir-8405	205	18	application	application	NOUN
spir-8405	205	19	to	to	ADP
spir-8405	205	20	italy	italy	PROPN
spir-8405	205	21	and	and	CCONJ
spir-8405	205	22	france	france	PROPN
spir-8405	205	23	.	.	PUNCT
spir-8405	206	1	new	new	ADJ
spir-8405	206	2	media	medium	NOUN
spir-8405	206	3	&	&	CCONJ
spir-8405	206	4	society	society	NOUN
spir-8405	206	5	,	,	PUNCT
spir-8405	206	6	16(2	16(2	NUM
spir-8405	206	7	)	)	PUNCT
spir-8405	206	8	,	,	PUNCT
spir-8405	206	9	340	340	NUM
spir-8405	206	10	-	-	SYM
spir-8405	206	11	358	358	NUM
spir-8405	206	12	.	.	PUNCT
spir-8405	207	1	iannelli	iannelli	ADV
spir-8405	207	2	,	,	PUNCT
spir-8405	207	3	l.	l.	PROPN
spir-8405	207	4	,	,	PUNCT
spir-8405	207	5	&	&	CCONJ
spir-8405	207	6	giglietto	giglietto	PROPN
spir-8405	207	7	,	,	PUNCT
spir-8405	207	8	f.	f.	PROPN
spir-8405	207	9	(	(	PUNCT
spir-8405	207	10	2015	2015	NUM
spir-8405	207	11	)	)	PUNCT
spir-8405	207	12	.	.	PUNCT
spir-8405	208	1	hybrid	hybrid	ADJ
spir-8405	208	2	spaces	space	NOUN
spir-8405	208	3	of	of	ADP
spir-8405	208	4	politics	politic	NOUN
spir-8405	208	5	:	:	PUNCT
spir-8405	208	6	the	the	DET
spir-8405	208	7	2013	2013	NUM
spir-8405	208	8	general	general	ADJ
spir-8405	208	9	elections	election	NOUN
spir-8405	208	10	in	in	ADP
spir-8405	208	11	italy	italy	PROPN
spir-8405	208	12	,	,	PUNCT
spir-8405	208	13	between	between	ADP
spir-8405	208	14	talk	talk	NOUN
spir-8405	208	15	shows	show	NOUN
spir-8405	208	16	and	and	CCONJ
spir-8405	208	17	twitter	twitter	NOUN
spir-8405	208	18	.	.	PUNCT
spir-8405	209	1	forthcoming	forthcoming	ADJ
spir-8405	209	2	in	in	ADP
spir-8405	209	3	information	information	NOUN
spir-8405	209	4	,	,	PUNCT
spir-8405	209	5	communication	communication	NOUN
spir-8405	209	6	&	&	CCONJ
spir-8405	209	7	society	society	NOUN
spir-8405	209	8	.	.	PUNCT
spir-8405	210	1	kerbel	kerbel	PROPN
spir-8405	210	2	,	,	PUNCT
spir-8405	210	3	m.	m.	PROPN
spir-8405	210	4	r.	r.	PROPN
spir-8405	210	5	,	,	PUNCT
spir-8405	210	6	&	&	CCONJ
spir-8405	210	7	bloom	bloom	PROPN
spir-8405	210	8	,	,	PUNCT
spir-8405	210	9	j.	j.	PROPN
spir-8405	210	10	d.	d.	PROPN
spir-8405	210	11	(	(	PUNCT
spir-8405	210	12	2005	2005	NUM
spir-8405	210	13	)	)	PUNCT
spir-8405	210	14	.	.	PUNCT
spir-8405	211	1	blog	blog	PROPN
spir-8405	211	2	for	for	ADP
spir-8405	211	3	america	america	PROPN
spir-8405	211	4	and	and	CCONJ
spir-8405	211	5	civic	civic	ADJ
spir-8405	211	6	involvement	involvement	NOUN
spir-8405	211	7	.	.	PUNCT
spir-8405	212	1	the	the	DET
spir-8405	212	2	harvard	harvard	PROPN
spir-8405	212	3	international	international	PROPN
spir-8405	212	4	journal	journal	PROPN
spir-8405	212	5	of	of	ADP
spir-8405	212	6	press	press	NOUN
spir-8405	212	7	/	/	SYM
spir-8405	212	8	politics	politic	NOUN
spir-8405	212	9	,	,	PUNCT
spir-8405	212	10	10(4	10(4	NUM
spir-8405	212	11	)	)	PUNCT
spir-8405	212	12	,	,	PUNCT
spir-8405	212	13	3	3	NUM
spir-8405	212	14	-	-	SYM
spir-8405	212	15	27	27	NUM
spir-8405	212	16	.	.	PUNCT
spir-8405	213	1	lawson	lawson	PROPN
spir-8405	213	2	-	-	PUNCT
spir-8405	213	3	borders	borders	PROPN
spir-8405	213	4	,	,	PUNCT
spir-8405	213	5	g.	g.	PROPN
spir-8405	213	6	,	,	PUNCT
spir-8405	213	7	&	&	CCONJ
spir-8405	213	8	kirk	kirk	PROPN
spir-8405	213	9	,	,	PUNCT
spir-8405	213	10	r.	r.	PROPN
spir-8405	213	11	(	(	PUNCT
spir-8405	213	12	2005	2005	NUM
spir-8405	213	13	)	)	PUNCT
spir-8405	213	14	.	.	PUNCT
spir-8405	214	1	blogs	blog	NOUN
spir-8405	214	2	in	in	ADP
spir-8405	214	3	campaign	campaign	NOUN
spir-8405	214	4	communication	communication	NOUN
spir-8405	214	5	.	.	PUNCT
spir-8405	215	1	american	american	ADJ
spir-8405	215	2	behavioral	behavioral	ADJ
spir-8405	215	3	scientist	scientist	NOUN
spir-8405	215	4	,	,	PUNCT
spir-8405	215	5	49(4	49(4	NOUN
spir-8405	215	6	)	)	PUNCT
spir-8405	215	7	,	,	PUNCT
spir-8405	215	8	548	548	NUM
spir-8405	215	9	-	-	SYM
spir-8405	215	10	559	559	NUM
spir-8405	215	11	.	.	PUNCT
spir-8405	216	1	news	news	NOUN
spir-8405	216	2	italia	italia	PROPN
spir-8405	216	3	(	(	PUNCT
spir-8405	216	4	2014	2014	NUM
spir-8405	216	5	)	)	PUNCT
spir-8405	216	6	.	.	PUNCT
spir-8405	217	1	media	medium	NOUN
spir-8405	217	2	digitali	digitali	PROPN
spir-8405	217	3	,	,	PUNCT
spir-8405	217	4	atteggiamenti	atteggiamenti	PROPN
spir-8405	217	5	ed	ed	PROPN
spir-8405	217	6	opinioni	opinioni	PROPN
spir-8405	217	7	degli	degli	PROPN
spir-8405	217	8	italiani	italiani	PROPN
spir-8405	217	9	su	su	PROPN
spir-8405	217	10	un	un	PROPN
spir-8405	217	11	sistema	sistema	PROPN
spir-8405	217	12	dell’informazione	dell’informazione	PROPN
spir-8405	217	13	che	che	PROPN
spir-8405	217	14	cambia	cambia	PROPN
spir-8405	217	15	,	,	PUNCT
spir-8405	217	16	news	news	NOUN
spir-8405	217	17	italia	italia	PROPN
spir-8405	217	18	,	,	PUNCT
spir-8405	217	19	(	(	PUNCT
spir-8405	217	20	april	april	PROPN
spir-8405	217	21	20	20	NUM
spir-8405	217	22	,	,	PUNCT
spir-8405	217	23	2014	2014	NUM
spir-8405	217	24	)	)	PUNCT
spir-8405	217	25	,	,	PUNCT
spir-8405	217	26	http://newsitalia.it/2014/04/30/media-digitali-atteggiamenti-ed-opinioni-degli-italiani-su-unsistema-dellinformazione-che-cambia/	http://newsitalia.it/2014/04/30/media-digitali-atteggiamenti-ed-opinioni-degli-italiani-su-unsistema-dellinformazione-che-cambia/	NOUN
spir-8405	217	27	(	(	PUNCT
spir-8405	217	28	accessed	access	VERB
spir-8405	217	29	on	on	ADP
spir-8405	217	30	23	23	NUM
spir-8405	217	31	february	february	NOUN
spir-8405	217	32	2015	2015	NUM
spir-8405	217	33	)	)	PUNCT
spir-8405	217	34	norris	norris	PROPN
spir-8405	217	35	,	,	PUNCT
spir-8405	217	36	p.	p.	NOUN
spir-8405	217	37	(	(	PUNCT
spir-8405	217	38	2000	2000	NUM
spir-8405	217	39	)	)	PUNCT
spir-8405	217	40	.	.	PUNCT
spir-8405	218	1	a	a	DET
spir-8405	218	2	virtuous	virtuous	ADJ
spir-8405	218	3	circle	circle	NOUN
spir-8405	218	4	:	:	PUNCT
spir-8405	218	5	political	political	ADJ
spir-8405	218	6	communications	communication	NOUN
spir-8405	218	7	in	in	ADP
spir-8405	218	8	postindustrial	postindustrial	ADJ
spir-8405	218	9	societies	society	NOUN
spir-8405	218	10	.	.	PUNCT
spir-8405	219	1	cambridge	cambridge	PROPN
spir-8405	219	2	university	university	PROPN
spir-8405	219	3	press	press	NOUN
spir-8405	219	4	.	.	PUNCT
spir-8405	220	1	pew	pew	NOUN
spir-8405	220	2	research	research	NOUN
spir-8405	220	3	center	center	NOUN
spir-8405	220	4	(	(	PUNCT
spir-8405	220	5	2012	2012	NUM
spir-8405	220	6	)	)	PUNCT
spir-8405	220	7	,	,	PUNCT
spir-8405	220	8	social	social	ADJ
spir-8405	220	9	networking	networking	NOUN
spir-8405	220	10	popular	popular	ADJ
spir-8405	220	11	across	across	ADP
spir-8405	220	12	globe	globe	NOUN
spir-8405	220	13	,	,	PUNCT
spir-8405	220	14	pew	pew	NOUN
spir-8405	220	15	research	research	NOUN
spir-8405	220	16	center	center	NOUN
spir-8405	220	17	,	,	PUNCT
spir-8405	220	18	washington	washington	PROPN
spir-8405	220	19	,	,	PUNCT
spir-8405	220	20	d.c	d.c	PROPN
spir-8405	220	21	.	.	PUNCT
spir-8405	221	1	(	(	PUNCT
spir-8405	221	2	february	february	PROPN
spir-8405	221	3	1	1	NUM
spir-8405	221	4	,	,	PUNCT
spir-8405	221	5	2011	2011	NUM
spir-8405	221	6	)	)	PUNCT
spir-8405	221	7	,	,	PUNCT
spir-8405	221	8	http://www.pewglobal.org/2012/12/12/social-networking-popular-across-globe/	http://www.pewglobal.org/2012/12/12/social-networking-popular-across-globe/	PROPN
spir-8405	221	9	(	(	PUNCT
spir-8405	221	10	accessed	access	VERB
spir-8405	221	11	on	on	ADP
spir-8405	221	12	23	23	NUM
spir-8405	221	13	,	,	PUNCT
spir-8405	221	14	february	february	PROPN
spir-8405	221	15	2015	2015	NUM
spir-8405	221	16	)	)	PUNCT
spir-8405	221	17	vaccari	vaccari	NOUN
spir-8405	221	18	,	,	PUNCT
spir-8405	221	19	c.	c.	PROPN
spir-8405	221	20	(	(	PUNCT
spir-8405	221	21	2012	2012	NUM
spir-8405	221	22	)	)	PUNCT
spir-8405	221	23	.	.	PUNCT
spir-8405	222	1	from	from	ADP
spir-8405	222	2	echo	echo	PROPN
spir-8405	222	3	chamber	chamber	NOUN
spir-8405	222	4	to	to	ADP
spir-8405	222	5	persuasive	persuasive	ADJ
spir-8405	222	6	device	device	NOUN
spir-8405	222	7	?	?	PUNCT
spir-8405	223	1	rethinking	rethink	VERB
spir-8405	223	2	the	the	DET
spir-8405	223	3	role	role	NOUN
spir-8405	223	4	of	of	ADP
spir-8405	223	5	the	the	DET
spir-8405	223	6	internet	internet	NOUN
spir-8405	223	7	in	in	ADP
spir-8405	223	8	campaigns	campaign	NOUN
spir-8405	223	9	.	.	PUNCT
spir-8405	224	1	new	new	ADJ
spir-8405	224	2	media	medium	NOUN
spir-8405	224	3	&	&	CCONJ
spir-8405	224	4	society	society	NOUN
spir-8405	224	5	,	,	PUNCT
spir-8405	224	6	15(1	15(1	NUM
spir-8405	224	7	)	)	PUNCT
spir-8405	224	8	,	,	PUNCT
spir-8405	224	9	109	109	NUM
spir-8405	224	10	-	-	SYM
spir-8405	224	11	127	127	NUM
spir-8405	224	12	.	.	PUNCT
spir-8405	225	1	13	13	NUM
spir-8405	225	2	vaccari	vaccari	NOUN
spir-8405	225	3	,	,	PUNCT
spir-8405	225	4	c.	c.	PROPN
spir-8405	225	5	(	(	PUNCT
spir-8405	225	6	2013	2013	NUM
spir-8405	225	7	)	)	PUNCT
spir-8405	225	8	.	.	PUNCT
spir-8405	226	1	digital	digital	ADJ
spir-8405	226	2	politics	politic	NOUN
spir-8405	226	3	in	in	ADP
spir-8405	226	4	western	western	ADJ
spir-8405	226	5	democracies	democracy	NOUN
spir-8405	226	6	:	:	PUNCT
spir-8405	226	7	a	a	DET
spir-8405	226	8	comparative	comparative	ADJ
spir-8405	226	9	study	study	NOUN
spir-8405	226	10	.	.	PUNCT
spir-8405	227	1	jhu	jhu	PROPN
spir-8405	227	2	press	press	PROPN
spir-8405	227	3	.	.	PUNCT
spir-8405	228	1	vaccari	vaccari	NOUN
spir-8405	228	2	,	,	PUNCT
spir-8405	228	3	c.	c.	PROPN
spir-8405	228	4	,	,	PUNCT
spir-8405	228	5	&	&	CCONJ
spir-8405	228	6	valeriani	valeriani	PROPN
spir-8405	228	7	,	,	PUNCT
spir-8405	228	8	a.	a.	NOUN
spir-8405	228	9	(	(	PUNCT
spir-8405	228	10	2013	2013	NUM
spir-8405	228	11	)	)	PUNCT
spir-8405	228	12	.	.	PUNCT
spir-8405	229	1	follow	follow	VERB
spir-8405	229	2	the	the	DET
spir-8405	229	3	leader	leader	NOUN
spir-8405	229	4	!	!	PUNCT
spir-8405	230	1	direct	direct	ADJ
spir-8405	230	2	and	and	CCONJ
spir-8405	230	3	indirect	indirect	ADJ
spir-8405	230	4	flows	flow	NOUN
spir-8405	230	5	of	of	ADP
spir-8405	230	6	political	political	ADJ
spir-8405	230	7	communication	communication	NOUN
spir-8405	230	8	during	during	ADP
spir-8405	230	9	the	the	DET
spir-8405	230	10	2013	2013	NUM
spir-8405	230	11	general	general	ADJ
spir-8405	230	12	election	election	NOUN
spir-8405	230	13	campaign	campaign	NOUN
spir-8405	230	14	.	.	PUNCT
spir-8405	231	1	forthcoming	forthcoming	ADJ
spir-8405	231	2	in	in	ADP
spir-8405	231	3	new	new	ADJ
spir-8405	231	4	media	medium	NOUN
spir-8405	231	5	&	&	CCONJ
spir-8405	231	6	society	society	NOUN
spir-8405	231	7	.	.	PUNCT