id	sid	tid	token	lemma	pos
spir-8381	1	1	selected	select	VERB
spir-8381	1	2	papers	paper	NOUN
spir-8381	1	3	of	of	ADP
spir-8381	1	4	aoir	aoir	NOUN
spir-8381	1	5	2016	2016	NUM
spir-8381	1	6	:	:	PUNCT
spir-8381	1	7	the	the	DET
spir-8381	1	8	17th	17th	ADJ
spir-8381	1	9	annual	annual	ADJ
spir-8381	1	10	conference	conference	NOUN
spir-8381	1	11	of	of	ADP
spir-8381	1	12	the	the	DET
spir-8381	1	13	association	association	NOUN
spir-8381	1	14	of	of	ADP
spir-8381	1	15	internet	internet	NOUN
spir-8381	1	16	researchers	researcher	NOUN
spir-8381	1	17	berlin	berlin	PROPN
spir-8381	1	18	,	,	PUNCT
spir-8381	1	19	germany	germany	PROPN
spir-8381	1	20	/	/	SYM
spir-8381	1	21	5	5	NUM
spir-8381	1	22	-	-	SYM
spir-8381	1	23	8	8	NUM
spir-8381	1	24	october	october	NOUN
spir-8381	1	25	2016	2016	NUM
spir-8381	1	26	d	d	NOUN
spir-8381	1	27	heer	heer	PROPN
spir-8381	1	28	,	,	PUNCT
spir-8381	1	29	e.	e.	PROPN
spir-8381	1	30	,	,	PUNCT
spir-8381	1	31	verdegem	verdegem	PROPN
spir-8381	1	32	,	,	PUNCT
spir-8381	1	33	p.	p.	PROPN
spir-8381	1	34	&	&	CCONJ
spir-8381	1	35	de	de	PROPN
spir-8381	1	36	grove	grove	PROPN
spir-8381	1	37	,	,	PUNCT
spir-8381	1	38	f.	f.	PROPN
spir-8381	1	39	(	(	PUNCT
spir-8381	1	40	2016	2016	NUM
spir-8381	1	41	,	,	PUNCT
spir-8381	1	42	october	october	PROPN
spir-8381	1	43	5	5	NUM
spir-8381	1	44	-	-	SYM
spir-8381	1	45	8)	8)	NUM
spir-8381	1	46	.	.	PUNCT
spir-8381	2	1	#	#	NOUN
spir-8381	2	2	missingdata	missingdata	NOUN
spir-8381	2	3	:	:	PUNCT
spir-8381	2	4	a	a	DET
spir-8381	2	5	methodological	methodological	ADJ
spir-8381	2	6	inquiry	inquiry	NOUN
spir-8381	2	7	of	of	ADP
spir-8381	2	8	the	the	DET
spir-8381	2	9	hashtag	hashtag	NOUN
spir-8381	2	10	to	to	PART
spir-8381	2	11	collect	collect	VERB
spir-8381	2	12	data	datum	NOUN
spir-8381	2	13	from	from	ADP
spir-8381	2	14	twitter	twitter	NOUN
spir-8381	2	15	.	.	PUNCT
spir-8381	3	1	paper	paper	NOUN
spir-8381	3	2	presented	present	VERB
spir-8381	3	3	at	at	ADP
spir-8381	3	4	aoir	aoir	NOUN
spir-8381	3	5	2016	2016	NUM
spir-8381	3	6	:	:	PUNCT
spir-8381	3	7	the	the	DET
spir-8381	3	8	17th	17th	ADJ
spir-8381	3	9	annual	annual	ADJ
spir-8381	3	10	conference	conference	NOUN
spir-8381	3	11	of	of	ADP
spir-8381	3	12	the	the	DET
spir-8381	3	13	association	association	NOUN
spir-8381	3	14	of	of	ADP
spir-8381	3	15	internet	internet	NOUN
spir-8381	3	16	researchers	researcher	NOUN
spir-8381	3	17	.	.	PUNCT
spir-8381	4	1	berlin	berlin	PROPN
spir-8381	4	2	,	,	PUNCT
spir-8381	4	3	germany	germany	PROPN
spir-8381	4	4	:	:	PUNCT
spir-8381	4	5	aoir	aoir	NOUN
spir-8381	4	6	.	.	PUNCT
spir-8381	4	7	retrieved	retrieve	VERB
spir-8381	4	8	from	from	ADP
spir-8381	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8381	4	10	.	.	PUNCT
spir-8381	5	1	evelien	evelien	PROPN
spir-8381	5	2	d	d	X
spir-8381	5	3	heer	heer	NOUN
spir-8381	5	4	,	,	PUNCT
spir-8381	5	5	pieter	pieter	NOUN
spir-8381	5	6	verdegem	verdegem	PROPN
spir-8381	5	7	&	&	CCONJ
spir-8381	5	8	frederik	frederik	PROPN
spir-8381	5	9	de	de	PROPN
spir-8381	5	10	grove	grove	PROPN
spir-8381	5	11	iminds	imind	VERB
spir-8381	5	12	mict	mict	PROPN
spir-8381	5	13	ghent	ghent	PROPN
spir-8381	5	14	university	university	NOUN
spir-8381	5	15	introduction	introduction	NOUN
spir-8381	5	16	in	in	ADP
spir-8381	5	17	this	this	DET
spir-8381	5	18	paper	paper	NOUN
spir-8381	5	19	,	,	PUNCT
spir-8381	5	20	we	we	PRON
spir-8381	5	21	assess	assess	VERB
spir-8381	5	22	the	the	DET
spir-8381	5	23	twitter	twitter	NOUN
spir-8381	5	24	hashtag	hashtag	NOUN
spir-8381	5	25	from	from	ADP
spir-8381	5	26	a	a	DET
spir-8381	5	27	methodological	methodological	ADJ
spir-8381	5	28	perspective	perspective	NOUN
spir-8381	5	29	.	.	PUNCT
spir-8381	6	1	compared	compare	VERB
spir-8381	6	2	to	to	ADP
spir-8381	6	3	conventional	conventional	ADJ
spir-8381	6	4	methods	method	NOUN
spir-8381	6	5	in	in	ADP
spir-8381	6	6	social	social	ADJ
spir-8381	6	7	science	science	NOUN
spir-8381	6	8	research	research	NOUN
spir-8381	6	9	(	(	PUNCT
spir-8381	6	10	such	such	ADJ
spir-8381	6	11	as	as	ADP
spir-8381	6	12	surveys	survey	NOUN
spir-8381	6	13	and	and	CCONJ
spir-8381	6	14	indepth	indepth	ADJ
spir-8381	6	15	interviews	interview	NOUN
spir-8381	6	16	)	)	PUNCT
spir-8381	6	17	,	,	PUNCT
spir-8381	6	18	social	social	ADJ
spir-8381	6	19	media	medium	NOUN
spir-8381	6	20	as	as	ADP
spir-8381	6	21	a	a	DET
spir-8381	6	22	method	method	NOUN
spir-8381	6	23	is	be	AUX
spir-8381	6	24	far	far	ADV
spir-8381	6	25	from	from	ADP
spir-8381	6	26	being	be	AUX
spir-8381	6	27	fully	fully	ADV
spir-8381	6	28	understood	understand	VERB
spir-8381	6	29	.	.	PUNCT
spir-8381	7	1	we	we	PRON
spir-8381	7	2	evaluate	evaluate	VERB
spir-8381	7	3	a	a	DET
spir-8381	7	4	popular	popular	ADJ
spir-8381	7	5	sampling	sampling	NOUN
spir-8381	7	6	procedure	procedure	NOUN
spir-8381	7	7	for	for	ADP
spir-8381	7	8	twitter	twitter	NOUN
spir-8381	7	9	studies	study	NOUN
spir-8381	7	10	,	,	PUNCT
spir-8381	7	11	i.e.	i.e.	X
spir-8381	7	12	the	the	DET
spir-8381	7	13	hashtag	hashtag	NOUN
spir-8381	7	14	approach	approach	NOUN
spir-8381	7	15	(	(	PUNCT
spir-8381	7	16	ausserhofer	ausserhofer	VERB
spir-8381	7	17	&	&	CCONJ
spir-8381	7	18	maireder	maireder	NOUN
spir-8381	7	19	,	,	PUNCT
spir-8381	7	20	2013	2013	NUM
spir-8381	7	21	;	;	PUNCT
spir-8381	7	22	bruns	bruns	PROPN
spir-8381	7	23	&	&	CCONJ
spir-8381	7	24	burgess	burgess	PROPN
spir-8381	7	25	,	,	PUNCT
spir-8381	7	26	2011	2011	NUM
spir-8381	7	27	;	;	PUNCT
spir-8381	7	28	iannelli	iannelli	PROPN
spir-8381	7	29	&	&	CCONJ
spir-8381	7	30	giglietto	giglietto	PROPN
spir-8381	7	31	,	,	PUNCT
spir-8381	7	32	2015	2015	NUM
spir-8381	7	33	)	)	PUNCT
spir-8381	7	34	.	.	PUNCT
spir-8381	8	1	hashtags	hashtag	NOUN
spir-8381	8	2	are	be	AUX
spir-8381	8	3	valuable	valuable	ADJ
spir-8381	8	4	to	to	PART
spir-8381	8	5	study	study	VERB
spir-8381	8	6	the	the	DET
spir-8381	8	7	emergence	emergence	NOUN
spir-8381	8	8	and	and	CCONJ
spir-8381	8	9	evolution	evolution	NOUN
spir-8381	8	10	of	of	ADP
spir-8381	8	11	twitter	twitter	NOUN
spir-8381	8	12	debates	debate	VERB
spir-8381	8	13	around	around	ADP
spir-8381	8	14	particular	particular	ADJ
spir-8381	8	15	topics	topic	NOUN
spir-8381	8	16	.	.	PUNCT
spir-8381	9	1	however	however	ADV
spir-8381	9	2	,	,	PUNCT
spir-8381	9	3	scholars	scholar	NOUN
spir-8381	9	4	do	do	AUX
spir-8381	9	5	acknowledge	acknowledge	VERB
spir-8381	9	6	not	not	PART
spir-8381	9	7	all	all	DET
spir-8381	9	8	relevant	relevant	ADJ
spir-8381	9	9	tweets	tweet	NOUN
spir-8381	9	10	are	be	AUX
spir-8381	9	11	we	we	PRON
spir-8381	9	12	may	may	AUX
spir-8381	9	13	significantly	significantly	ADV
spir-8381	9	14	underestimate	underestimate	VERB
spir-8381	9	15	the	the	DET
spir-8381	9	16	full	full	ADJ
spir-8381	9	17	volume	volume	NOUN
spir-8381	9	18	of	of	ADP
spir-8381	9	19	@replies	@replie	NOUN
spir-8381	9	20	which	which	PRON
spir-8381	9	21	was	be	AUX
spir-8381	9	22	prompted	prompt	VERB
spir-8381	9	23	by	by	ADP
spir-8381	9	24	hashtagged	hashtagged	ADJ
spir-8381	9	25	tweet	tweet	NOUN
spir-8381	9	26	is	be	AUX
spir-8381	9	27	that	that	PRON
spir-8381	9	28	so	so	ADV
spir-8381	9	29	?	?	PUNCT
spir-8381	10	1	what	what	PRON
spir-8381	10	2	are	be	AUX
spir-8381	10	3	we	we	PRON
spir-8381	10	4	missing	miss	VERB
spir-8381	10	5	?	?	PUNCT
spir-8381	11	1	and	and	CCONJ
spir-8381	11	2	does	do	AUX
spir-8381	11	3	it	it	PRON
spir-8381	11	4	matter	matter	VERB
spir-8381	11	5	?	?	PUNCT
spir-8381	12	1	research	research	NOUN
spir-8381	12	2	aims	aim	VERB
spir-8381	12	3	this	this	DET
spir-8381	12	4	paper	paper	NOUN
spir-8381	12	5	empirically	empirically	ADV
spir-8381	12	6	examines	examine	VERB
spir-8381	12	7	the	the	DET
spir-8381	12	8	impact	impact	NOUN
spir-8381	12	9	of	of	ADP
spir-8381	12	10	hashtag	hashtag	NOUN
spir-8381	12	11	sampling	sample	VERB
spir-8381	12	12	on	on	ADP
spir-8381	12	13	conversation	conversation	NOUN
spir-8381	12	14	networks	network	NOUN
spir-8381	12	15	.	.	PUNCT
spir-8381	13	1	conversation	conversation	NOUN
spir-8381	13	2	networks	network	NOUN
spir-8381	13	3	are	be	AUX
spir-8381	13	4	user	user	NOUN
spir-8381	13	5	-	-	PUNCT
spir-8381	13	6	user	user	NOUN
spir-8381	13	7	networks	network	NOUN
spir-8381	13	8	,	,	PUNCT
spir-8381	13	9	based	base	VERB
spir-8381	13	10	on	on	ADP
spir-8381	13	11	users	user	NOUN
spir-8381	13	12	that	that	PRON
spir-8381	13	13	address	address	VERB
spir-8381	13	14	other	other	ADJ
spir-8381	13	15	users	user	NOUN
spir-8381	13	16	via	via	ADP
spir-8381	13	17	the	the	DET
spir-8381	13	18	@reply	@reply	PROPN
spir-8381	13	19	function	function	NOUN
spir-8381	13	20	.	.	PUNCT
spir-8381	14	1	our	our	PRON
spir-8381	14	2	dataset	dataset	NOUN
spir-8381	14	3	includes	include	VERB
spir-8381	14	4	hastagged	hastagged	ADJ
spir-8381	14	5	tweets	tweet	NOUN
spir-8381	14	6	,	,	PUNCT
spir-8381	14	7	hashtagged	hashtagge	VERB
spir-8381	14	8	replies	reply	NOUN
spir-8381	14	9	and	and	CCONJ
spir-8381	14	10	non	non	ADJ
spir-8381	14	11	-	-	ADJ
spir-8381	14	12	hashtagged	hashtagged	ADJ
spir-8381	14	13	replies	reply	NOUN
spir-8381	14	14	.	.	PUNCT
spir-8381	15	1	the	the	DET
spir-8381	15	2	data	data	NOUN
spir-8381	15	3	allows	allow	VERB
spir-8381	15	4	us	we	PRON
spir-8381	15	5	(	(	PUNCT
spir-8381	15	6	1	1	NUM
spir-8381	15	7	)	)	PUNCT
spir-8381	15	8	to	to	PART
spir-8381	15	9	compare	compare	VERB
spir-8381	15	10	the	the	DET
spir-8381	15	11	characteristics	characteristic	NOUN
spir-8381	15	12	of	of	ADP
spir-8381	15	13	hashtagged	hashtagged	ADJ
spir-8381	15	14	and	and	CCONJ
spir-8381	15	15	non	non	ADJ
spir-8381	15	16	-	-	ADJ
spir-8381	15	17	hashtagged	hashtagged	ADJ
spir-8381	15	18	responses	response	NOUN
spir-8381	15	19	,	,	PUNCT
spir-8381	15	20	(	(	PUNCT
spir-8381	15	21	2	2	NUM
spir-8381	15	22	)	)	PUNCT
spir-8381	15	23	to	to	PART
spir-8381	15	24	assess	assess	VERB
spir-8381	15	25	the	the	DET
spir-8381	15	26	changes	change	NOUN
spir-8381	15	27	in	in	ADP
spir-8381	15	28	the	the	DET
spir-8381	15	29	network	network	NOUN
spir-8381	15	30	structure	structure	NOUN
spir-8381	15	31	and	and	CCONJ
spir-8381	15	32	(	(	PUNCT
spir-8381	15	33	3	3	NUM
spir-8381	15	34	)	)	PUNCT
spir-8381	15	35	to	to	PART
spir-8381	15	36	assess	assess	VERB
spir-8381	15	37	the	the	DET
spir-8381	15	38	relative	relative	ADJ
spir-8381	15	39	positions	position	NOUN
spir-8381	15	40	of	of	ADP
spir-8381	15	41	the	the	DET
spir-8381	15	42	users	user	NOUN
spir-8381	15	43	in	in	ADP
spir-8381	15	44	the	the	DET
spir-8381	15	45	network	network	NOUN
spir-8381	15	46	.	.	PUNCT
spir-8381	16	1	data	datum	NOUN
spir-8381	16	2	collection	collection	NOUN
spir-8381	16	3	and	and	CCONJ
spir-8381	16	4	analysis	analysis	NOUN
spir-8381	16	5	the	the	DET
spir-8381	16	6	empirical	empirical	ADJ
spir-8381	16	7	work	work	NOUN
spir-8381	16	8	of	of	ADP
spir-8381	16	9	this	this	DET
spir-8381	16	10	study	study	NOUN
spir-8381	16	11	is	be	AUX
spir-8381	16	12	based	base	VERB
spir-8381	16	13	on	on	ADP
spir-8381	16	14	hashtag	hashtag	NOUN
spir-8381	16	15	data	datum	NOUN
spir-8381	16	16	related	relate	VERB
spir-8381	16	17	to	to	ADP
spir-8381	16	18	the	the	DET
spir-8381	16	19	2014	2014	NUM
spir-8381	16	20	elections	election	NOUN
spir-8381	16	21	in	in	ADP
spir-8381	16	22	belgium	belgium	NOUN
spir-8381	16	23	.	.	PUNCT
spir-8381	17	1	in	in	ADP
spir-8381	17	2	this	this	DET
spir-8381	17	3	respect	respect	NOUN
spir-8381	17	4	,	,	PUNCT
spir-8381	17	5	the	the	DET
spir-8381	17	6	study	study	NOUN
spir-8381	17	7	is	be	AUX
spir-8381	17	8	explorative	explorative	ADJ
spir-8381	17	9	,	,	PUNCT
spir-8381	17	10	looking	look	VERB
spir-8381	17	11	for	for	ADP
spir-8381	17	12	a	a	DET
spir-8381	17	13	number	number	NOUN
spir-8381	17	14	of	of	ADP
spir-8381	17	15	tendencies	tendency	NOUN
spir-8381	17	16	that	that	PRON
spir-8381	17	17	are	be	AUX
spir-8381	17	18	worth	worth	ADJ
spir-8381	17	19	investigating	investigate	VERB
spir-8381	17	20	for	for	ADP
spir-8381	17	21	other	other	ADJ
spir-8381	17	22	events	event	NOUN
spir-8381	17	23	and	and	CCONJ
spir-8381	17	24	contexts	contexts	NOUN
spir-8381	17	25	.	.	PUNCT
spir-8381	18	1	data	datum	NOUN
spir-8381	18	2	collection	collection	NOUN
spir-8381	18	3	is	be	AUX
spir-8381	18	4	based	base	VERB
spir-8381	18	5	on	on	ADP
spir-8381	18	6	the	the	DET
spir-8381	18	7	combination	combination	NOUN
spir-8381	18	8	of	of	ADP
spir-8381	18	9	hashtag	hashtag	NOUN
spir-8381	18	10	and	and	CCONJ
spir-8381	18	11	user	user	NOUN
spir-8381	18	12	streams	stream	NOUN
spir-8381	18	13	to	to	PART
spir-8381	18	14	capture	capture	VERB
spir-8381	18	15	follow	follow	VERB
spir-8381	18	16	-	-	PUNCT
spir-8381	18	17	up	up	ADP
spir-8381	18	18	responses	response	NOUN
spir-8381	18	19	that	that	PRON
spir-8381	18	20	do	do	AUX
spir-8381	18	21	not	not	PART
spir-8381	18	22	contain	contain	VERB
spir-8381	18	23	the	the	DET
spir-8381	18	24	hashtag	hashtag	NOUN
spir-8381	18	25	.	.	PUNCT
spir-8381	19	1	this	this	DET
spir-8381	19	2	procedure	procedure	NOUN
spir-8381	19	3	was	be	AUX
spir-8381	19	4	followed	follow	VERB
spir-8381	19	5	for	for	ADP
spir-8381	19	6	a	a	DET
spir-8381	19	7	selected	select	VERB
spir-8381	19	8	period	period	NOUN
spir-8381	19	9	of	of	ADP
spir-8381	19	10	time	time	NOUN
spir-8381	19	11	during	during	ADP
spir-8381	19	12	the	the	DET
spir-8381	19	13	pre	pre	ADJ
spir-8381	19	14	-	-	ADJ
spir-8381	19	15	election	election	ADJ
spir-8381	19	16	campaign	campaign	NOUN
spir-8381	19	17	(	(	PUNCT
spir-8381	19	18	early	early	ADJ
spir-8381	19	19	may	may	PROPN
spir-8381	19	20	2014	2014	NUM
spir-8381	19	21	)	)	PUNCT
spir-8381	19	22	.	.	PUNCT
spir-8381	20	1	first	first	ADV
spir-8381	20	2	,	,	PUNCT
spir-8381	20	3	all	all	DET
spir-8381	20	4	tweets	tweet	NOUN
spir-8381	20	5	containing	contain	VERB
spir-8381	20	6	the	the	DET
spir-8381	20	7	dedicated	dedicated	ADJ
spir-8381	20	8	hashtag	hashtag	NOUN
spir-8381	20	9	(	(	PUNCT
spir-8381	20	10	i.e.	i.e.	X
spir-8381	20	11	#	#	ADJ
spir-8381	20	12	vk14	vk14	PROPN
spir-8381	20	13	or	or	CCONJ
spir-8381	20	14	#	#	SYM
spir-8381	20	15	vk2014	vk2014	NOUN
spir-8381	20	16	)	)	PUNCT
spir-8381	20	17	are	be	AUX
spir-8381	20	18	captured	capture	VERB
spir-8381	20	19	via	via	ADP
spir-8381	20	20	the	the	DET
spir-8381	20	21	public	public	ADJ
spir-8381	20	22	stream	stream	NOUN
spir-8381	20	23	.	.	PUNCT
spir-8381	21	1	second	second	ADJ
spir-8381	21	2	,	,	PUNCT
spir-8381	21	3	for	for	ADP
spir-8381	21	4	each	each	DET
spir-8381	21	5	harvested	harvest	VERB
spir-8381	21	6	tweet	tweet	NOUN
spir-8381	21	7	the	the	DET
spir-8381	21	8	original	original	ADJ
spir-8381	21	9	sender	sender	NOUN
spir-8381	21	10	is	be	AUX
spir-8381	21	11	tracked	track	VERB
spir-8381	21	12	,	,	PUNCT
spir-8381	21	13	capturing	capture	VERB
spir-8381	21	14	all	all	DET
spir-8381	21	15	tweets	tweet	NOUN
spir-8381	21	16	from	from	ADP
spir-8381	21	17	and	and	CCONJ
spir-8381	21	18	to	to	ADP
spir-8381	21	19	this	this	DET
spir-8381	21	20	specific	specific	ADJ
spir-8381	21	21	twitter	twitter	NOUN
spir-8381	21	22	user	user	NOUN
spir-8381	21	23	.	.	PUNCT
spir-8381	22	1	following	follow	VERB
spir-8381	22	2	,	,	PUNCT
spir-8381	22	3	the	the	DET
spir-8381	22	4	combination	combination	NOUN
spir-8381	22	5	of	of	ADP
spir-8381	22	6	the	the	DET
spir-8381	22	7	hashtag	hashtag	NOUN
spir-8381	22	8	and	and	CCONJ
spir-8381	22	9	user	user	NOUN
spir-8381	22	10	streams	stream	NOUN
spir-8381	22	11	allows	allow	VERB
spir-8381	22	12	us	we	PRON
spir-8381	22	13	to	to	PART
spir-8381	22	14	reconstruct	reconstruct	VERB
spir-8381	22	15	full	full	ADJ
spir-8381	22	16	conversations	conversation	NOUN
spir-8381	22	17	containing	contain	VERB
spir-8381	22	18	both	both	CCONJ
spir-8381	22	19	hashtagged	hashtagged	ADJ
spir-8381	22	20	tweets	tweet	NOUN
spir-8381	22	21	and	and	CCONJ
spir-8381	22	22	non	non	ADJ
spir-8381	22	23	-	-	ADJ
spir-8381	22	24	hashtagged	hashtagged	ADJ
spir-8381	22	25	responses	response	NOUN
spir-8381	22	26	.	.	PUNCT
spir-8381	23	1	in	in	ADP
spir-8381	23	2	total	total	NOUN
spir-8381	23	3	,	,	PUNCT
spir-8381	23	4	our	our	PRON
spir-8381	23	5	sub	sub	NOUN
spir-8381	23	6	-	-	NOUN
spir-8381	23	7	sample	sample	NOUN
spir-8381	23	8	consists	consist	VERB
spir-8381	23	9	of	of	ADP
spir-8381	23	10	1719	1719	NUM
spir-8381	23	11	tweets	tweet	NOUN
spir-8381	23	12	from	from	ADP
spir-8381	23	13	868	868	NUM
spir-8381	23	14	unique	unique	ADJ
spir-8381	23	15	users	user	NOUN
spir-8381	23	16	which	which	PRON
spir-8381	23	17	reflects	reflect	VERB
spir-8381	23	18	about	about	ADP
spir-8381	23	19	10	10	NUM
spir-8381	23	20	%	%	NOUN
spir-8381	23	21	of	of	ADP
spir-8381	23	22	the	the	DET
spir-8381	23	23	preelection	preelection	NOUN
spir-8381	23	24	debate	debate	NOUN
spir-8381	23	25	.	.	PUNCT
spir-8381	24	1	we	we	PRON
spir-8381	24	2	used	use	VERB
spir-8381	24	3	a	a	DET
spir-8381	24	4	logistic	logistic	ADJ
spir-8381	24	5	regression	regression	NOUN
spir-8381	24	6	to	to	PART
spir-8381	24	7	account	account	VERB
spir-8381	24	8	for	for	ADP
spir-8381	24	9	the	the	DET
spir-8381	24	10	differences	difference	NOUN
spir-8381	24	11	between	between	ADP
spir-8381	24	12	hashtagged	hashtagged	ADJ
spir-8381	24	13	and	and	CCONJ
spir-8381	24	14	non	non	ADJ
spir-8381	24	15	-	-	ADJ
spir-8381	24	16	hashtagged	hashtagged	ADJ
spir-8381	24	17	responses	response	NOUN
spir-8381	24	18	.	.	PUNCT
spir-8381	25	1	the	the	DET
spir-8381	25	2	independent	independent	ADJ
spir-8381	25	3	variables	variable	NOUN
spir-8381	25	4	are	be	AUX
spir-8381	25	5	:	:	PUNCT
spir-8381	25	6	(	(	PUNCT
spir-8381	25	7	1	1	X
spir-8381	25	8	)	)	PUNCT
spir-8381	25	9	the	the	DET
spir-8381	25	10	number	number	NOUN
spir-8381	25	11	of	of	ADP
spir-8381	25	12	included	include	VERB
spir-8381	25	13	hyperlinks	hyperlink	NOUN
spir-8381	25	14	,	,	PUNCT
spir-8381	25	15	(	(	PUNCT
spir-8381	25	16	2	2	X
spir-8381	25	17	)	)	PUNCT
spir-8381	25	18	the	the	DET
spir-8381	25	19	number	number	NOUN
spir-8381	25	20	of	of	ADP
spir-8381	25	21	additional	additional	ADJ
spir-8381	25	22	hashtags	hashtag	NOUN
spir-8381	25	23	,	,	PUNCT
spir-8381	25	24	(	(	PUNCT
spir-8381	25	25	3	3	X
spir-8381	25	26	)	)	PUNCT
spir-8381	25	27	the	the	DET
spir-8381	25	28	number	number	NOUN
spir-8381	25	29	of	of	ADP
spir-8381	25	30	included	include	VERB
spir-8381	25	31	@mentions	@mentions	PROPN
spir-8381	25	32	and	and	CCONJ
spir-8381	25	33	(	(	PUNCT
spir-8381	25	34	4	4	X
spir-8381	25	35	)	)	PUNCT
spir-8381	25	36	the	the	DET
spir-8381	25	37	message	message	NOUN
spir-8381	25	38	word	word	NOUN
spir-8381	25	39	count	count	NOUN
spir-8381	25	40	.	.	PUNCT
spir-8381	26	1	via	via	ADP
spir-8381	26	2	social	social	ADJ
spir-8381	26	3	network	network	NOUN
spir-8381	26	4	analysis	analysis	NOUN
spir-8381	26	5	(	(	PUNCT
spir-8381	26	6	sna	sna	PROPN
spir-8381	26	7	)	)	PUNCT
spir-8381	26	8	we	we	PRON
spir-8381	26	9	network	network	VERB
spir-8381	26	10	and	and	CCONJ
spir-8381	26	11	(	(	PUNCT
spir-8381	26	12	2	2	X
spir-8381	26	13	)	)	PUNCT
spir-8381	26	14	the	the	DET
spir-8381	26	15	conversation	conversation	NOUN
spir-8381	26	16	network	network	NOUN
spir-8381	26	17	including	include	VERB
spir-8381	26	18	non	non	ADJ
spir-8381	26	19	-	-	ADJ
spir-8381	26	20	hashtagged	hashtagged	ADJ
spir-8381	26	21	responses	response	NOUN
spir-8381	26	22	.	.	PUNCT
spir-8381	27	1	we	we	PRON
spir-8381	27	2	with	with	ADP
spir-8381	27	3	respect	respect	NOUN
spir-8381	27	4	to	to	ADP
spir-8381	27	5	the	the	DET
spir-8381	27	6	identity	identity	NOUN
spir-8381	27	7	,	,	PUNCT
spir-8381	27	8	we	we	PRON
spir-8381	27	9	distinguish	distinguish	VERB
spir-8381	27	10	between	between	ADP
spir-8381	27	11	elites	elite	NOUN
spir-8381	27	12	(	(	PUNCT
spir-8381	27	13	i.e.	i.e.	X
spir-8381	27	14	journalists	journalist	NOUN
spir-8381	27	15	and	and	CCONJ
spir-8381	27	16	politicians	politician	NOUN
spir-8381	27	17	)	)	PUNCT
spir-8381	27	18	and	and	CCONJ
spir-8381	27	19	non	non	NOUN
spir-8381	27	20	-	-	NOUN
spir-8381	27	21	elites	elite	NOUN
spir-8381	27	22	(	(	PUNCT
spir-8381	27	23	i.e.	i.e.	X
spir-8381	27	24	citizens	citizen	NOUN
spir-8381	27	25	)	)	PUNCT
spir-8381	27	26	.	.	PUNCT
spir-8381	28	1	the	the	DET
spir-8381	28	2	analyses	analysis	NOUN
spir-8381	28	3	were	be	AUX
spir-8381	28	4	conducted	conduct	VERB
spir-8381	28	5	in	in	ADP
spir-8381	28	6	ucinet	ucinet	NOUN
spir-8381	28	7	(	(	PUNCT
spir-8381	28	8	borgatti	borgatti	PROPN
spir-8381	28	9	,	,	PUNCT
spir-8381	28	10	everett	everett	PROPN
spir-8381	28	11	&	&	CCONJ
spir-8381	28	12	freeman	freeman	PROPN
spir-8381	28	13	,	,	PUNCT
spir-8381	28	14	2002	2002	NUM
spir-8381	28	15	)	)	PUNCT
spir-8381	28	16	.	.	PUNCT
spir-8381	29	1	results	result	VERB
spir-8381	29	2	the	the	DET
spir-8381	29	3	difference	difference	NOUN
spir-8381	29	4	between	between	ADP
spir-8381	29	5	hashtagged	hashtagged	ADJ
spir-8381	29	6	and	and	CCONJ
spir-8381	29	7	non	non	ADJ
spir-8381	29	8	-	-	ADJ
spir-8381	29	9	hashtagged	hashtagged	ADJ
spir-8381	29	10	responses	response	NOUN
spir-8381	29	11	the	the	DET
spir-8381	29	12	logistic	logistic	ADJ
spir-8381	29	13	regression	regression	NOUN
spir-8381	29	14	showed	show	VERB
spir-8381	29	15	structural	structural	ADJ
spir-8381	29	16	differences	difference	NOUN
spir-8381	29	17	between	between	ADP
spir-8381	29	18	replies	reply	NOUN
spir-8381	29	19	that	that	PRON
spir-8381	29	20	include	include	VERB
spir-8381	29	21	or	or	CCONJ
spir-8381	29	22	exclude	exclude	VERB
spir-8381	29	23	the	the	DET
spir-8381	29	24	dedicated	dedicated	ADJ
spir-8381	29	25	hashtag	hashtag	NOUN
spir-8381	29	26	(	(	PUNCT
spir-8381	29	27	i.e.	i.e.	X
spir-8381	29	28	#	#	SYM
spir-8381	29	29	vk14/2014	vk14/2014	PROPN
spir-8381	29	30	)	)	PUNCT
spir-8381	29	31	.	.	PUNCT
spir-8381	30	1	in	in	ADP
spir-8381	30	2	particular	particular	ADJ
spir-8381	30	3	,	,	PUNCT
spir-8381	30	4	the	the	DET
spir-8381	30	5	following	follow	VERB
spir-8381	30	6	elements	element	NOUN
spir-8381	30	7	show	show	VERB
spir-8381	30	8	a	a	DET
spir-8381	30	9	significant	significant	ADJ
spir-8381	30	10	positive	positive	ADJ
spir-8381	30	11	relation	relation	NOUN
spir-8381	30	12	with	with	ADP
spir-8381	30	13	the	the	DET
spir-8381	30	14	inclusion	inclusion	NOUN
spir-8381	30	15	of	of	ADP
spir-8381	30	16	the	the	DET
spir-8381	30	17	dedicated	dedicated	ADJ
spir-8381	30	18	hashtag	hashtag	NOUN
spir-8381	30	19	:	:	PUNCT
spir-8381	30	20	(	(	PUNCT
spir-8381	30	21	1	1	X
spir-8381	30	22	)	)	PUNCT
spir-8381	30	23	additional	additional	ADJ
spir-8381	30	24	hashtags	hashtag	NOUN
spir-8381	30	25	*	*	PUNCT
spir-8381	30	26	*	*	PUNCT
spir-8381	30	27	*	*	PUNCT
spir-8381	30	28	,	,	PUNCT
spir-8381	30	29	(	(	PUNCT
spir-8381	30	30	2	2	X
spir-8381	30	31	)	)	PUNCT
spir-8381	30	32	the	the	DET
spir-8381	30	33	presence	presence	NOUN
spir-8381	30	34	of	of	ADP
spir-8381	30	35	hyperlinks	hyperlink	NOUN
spir-8381	30	36	*	*	PUNCT
spir-8381	30	37	*	*	PUNCT
spir-8381	30	38	*	*	PUNCT
spir-8381	30	39	and	and	CCONJ
spir-8381	30	40	(	(	PUNCT
spir-8381	30	41	3	3	X
spir-8381	30	42	)	)	PUNCT
spir-8381	30	43	tweet	tweet	NOUN
spir-8381	30	44	length	length	NOUN
spir-8381	30	45	*	*	PROPN
spir-8381	30	46	*	*	PUNCT
spir-8381	30	47	*	*	NOUN
spir-8381	30	48	.	.	PUNCT
spir-8381	31	1	in	in	ADP
spir-8381	31	2	other	other	ADJ
spir-8381	31	3	words	word	NOUN
spir-8381	31	4	,	,	PUNCT
spir-8381	31	5	the	the	DET
spir-8381	31	6	inclusion	inclusion	NOUN
spir-8381	31	7	of	of	ADP
spir-8381	31	8	the	the	DET
spir-8381	31	9	dedicated	dedicated	ADJ
spir-8381	31	10	hashtag	hashtag	NOUN
spir-8381	31	11	(	(	PUNCT
spir-8381	31	12	i.e.	i.e.	X
spir-8381	31	13	#	#	ADJ
spir-8381	31	14	vk14/#vk2014	vk14/#vk2014	NOUN
spir-8381	31	15	)	)	PUNCT
spir-8381	31	16	co	co	NOUN
spir-8381	31	17	-	-	NOUN
spir-8381	31	18	occurs	occur	VERB
spir-8381	31	19	with	with	ADP
spir-8381	31	20	in	in	ADP
spir-8381	31	21	inclusion	inclusion	NOUN
spir-8381	31	22	of	of	ADP
spir-8381	31	23	interactive	interactive	ADJ
spir-8381	31	24	,	,	PUNCT
spir-8381	31	25	informational	informational	ADJ
spir-8381	31	26	elements	element	NOUN
spir-8381	31	27	(	(	PUNCT
spir-8381	31	28	e.g.	e.g.	ADV
spir-8381	31	29	hashtags	hashtag	NOUN
spir-8381	31	30	/	/	SYM
spir-8381	31	31	hyperlinks	hyperlink	NOUN
spir-8381	31	32	)	)	PUNCT
spir-8381	31	33	.	.	PUNCT
spir-8381	32	1	further	far	ADV
spir-8381	32	2	,	,	PUNCT
spir-8381	32	3	the	the	DET
spir-8381	32	4	significance	significance	NOUN
spir-8381	32	5	of	of	ADP
spir-8381	32	6	tweet	tweet	NOUN
spir-8381	32	7	length	length	NOUN
spir-8381	32	8	also	also	ADV
spir-8381	32	9	indicates	indicate	VERB
spir-8381	32	10	the	the	DET
spir-8381	32	11	usage	usage	NOUN
spir-8381	32	12	of	of	ADP
spir-8381	32	13	the	the	DET
spir-8381	32	14	dedicated	dedicated	ADJ
spir-8381	32	15	hashtag	hashtag	NOUN
spir-8381	32	16	is	be	AUX
spir-8381	32	17	linked	link	VERB
spir-8381	32	18	to	to	ADP
spir-8381	32	19	the	the	DET
spir-8381	32	20	information	information	NOUN
spir-8381	32	21	value	value	NOUN
spir-8381	32	22	of	of	ADP
spir-8381	32	23	the	the	DET
spir-8381	32	24	twitter	twitter	NOUN
spir-8381	32	25	message	message	NOUN
spir-8381	32	26	.	.	PUNCT
spir-8381	33	1	the	the	DET
spir-8381	33	2	changes	change	NOUN
spir-8381	33	3	in	in	ADP
spir-8381	33	4	the	the	DET
spir-8381	33	5	conversation	conversation	NOUN
spir-8381	33	6	network	network	NOUN
spir-8381	33	7	when	when	SCONJ
spir-8381	33	8	including	include	VERB
spir-8381	33	9	non	non	ADJ
spir-8381	33	10	-	-	ADJ
spir-8381	33	11	hashtagged	hashtagged	ADJ
spir-8381	33	12	responses	response	NOUN
spir-8381	33	13	the	the	DET
spir-8381	33	14	161	161	NUM
spir-8381	33	15	users	user	NOUN
spir-8381	33	16	and	and	CCONJ
spir-8381	33	17	156	156	NUM
spir-8381	33	18	relations	relation	NOUN
spir-8381	33	19	,	,	PUNCT
spir-8381	33	20	whereas	whereas	SCONJ
spir-8381	33	21	the	the	DET
spir-8381	33	22	network	network	NOUN
spir-8381	33	23	including	include	VERB
spir-8381	33	24	non	non	ADJ
spir-8381	33	25	-	-	ADJ
spir-8381	33	26	hashtagged	hashtagged	ADJ
spir-8381	33	27	responses	response	NOUN
spir-8381	33	28	contains	contain	VERB
spir-8381	33	29	518	518	NUM
spir-8381	33	30	users	user	NOUN
spir-8381	33	31	and	and	CCONJ
spir-8381	33	32	1082	1082	NUM
spir-8381	33	33	ties	tie	NOUN
spir-8381	33	34	(	(	PUNCT
spir-8381	33	35	see	see	VERB
spir-8381	33	36	figure	figure	NOUN
spir-8381	33	37	1	1	NUM
spir-8381	33	38	below	below	ADP
spir-8381	33	39	)	)	PUNCT
spir-8381	33	40	.	.	PUNCT
spir-8381	34	1	figure	figure	VERB
spir-8381	34	2	1	1	NUM
spir-8381	34	3	spring	spring	NOUN
spir-8381	34	4	-	-	PUNCT
spir-8381	34	5	embedding	embed	VERB
spir-8381	34	6	representation	representation	NOUN
spir-8381	34	7	of	of	ADP
spir-8381	34	8	the	the	DET
spir-8381	34	9	network	network	NOUN
spir-8381	34	10	excluding	exclude	VERB
spir-8381	34	11	(	(	PUNCT
spir-8381	34	12	left	left	ADJ
spir-8381	34	13	)	)	PUNCT
spir-8381	34	14	and	and	CCONJ
spir-8381	34	15	including	include	VERB
spir-8381	34	16	(	(	PUNCT
spir-8381	34	17	right	right	ADJ
spir-8381	34	18	)	)	PUNCT
spir-8381	34	19	non	non	ADJ
spir-8381	34	20	-	-	ADJ
spir-8381	34	21	hashtagged	hashtagged	ADJ
spir-8381	34	22	responses	response	NOUN
spir-8381	34	23	(	(	PUNCT
spir-8381	34	24	bruns	brun	NOUN
spir-8381	34	25	&	&	CCONJ
spir-8381	34	26	moe	moe	NOUN
spir-8381	34	27	,	,	PUNCT
spir-8381	34	28	2014	2014	NUM
spir-8381	34	29	)	)	PUNCT
spir-8381	34	30	;	;	PUNCT
spir-8381	34	31	as	as	SCONJ
spir-8381	34	32	it	it	PRON
spir-8381	34	33	measures	measure	VERB
spir-8381	34	34	to	to	ADP
spir-8381	34	35	what	what	DET
spir-8381	34	36	extent	extent	NOUN
spir-8381	34	37	reciprocal	reciprocal	ADJ
spir-8381	34	38	relations	relation	NOUN
spir-8381	34	39	between	between	ADP
spir-8381	34	40	two	two	NUM
spir-8381	34	41	users	user	NOUN
spir-8381	34	42	occur	occur	VERB
spir-8381	34	43	.	.	PUNCT
spir-8381	35	1	reciprocal	reciprocal	ADJ
spir-8381	35	2	ties	tie	NOUN
spir-8381	35	3	are	be	AUX
spir-8381	35	4	represented	represent	VERB
spir-8381	35	5	by	by	ADP
spir-8381	35	6	the	the	DET
spir-8381	35	7	thicker	thick	ADJ
spir-8381	35	8	red	red	ADJ
spir-8381	35	9	lines	line	NOUN
spir-8381	35	10	in	in	ADP
spir-8381	35	11	figure	figure	NOUN
spir-8381	35	12	1	1	NUM
spir-8381	35	13	.	.	PUNCT
spir-8381	35	14	f	f	PROPN
spir-8381	35	15	size	size	NOUN
spir-8381	35	16	from	from	ADP
spir-8381	35	17	37	37	NUM
spir-8381	35	18	nodes	node	NOUN
spir-8381	35	19	to	to	ADP
spir-8381	35	20	359	359	NUM
spir-8381	35	21	nodes	node	NOUN
spir-8381	35	22	.	.	PUNCT
spir-8381	36	1	hence	hence	ADV
spir-8381	36	2	,	,	PUNCT
spir-8381	36	3	more	more	ADJ
spir-8381	36	4	users	user	NOUN
spir-8381	36	5	are	be	AUX
spir-8381	36	6	added	add	VERB
spir-8381	36	7	and	and	CCONJ
spir-8381	36	8	more	more	ADJ
spir-8381	36	9	connections	connection	NOUN
spir-8381	36	10	between	between	ADP
spir-8381	36	11	users	user	NOUN
spir-8381	36	12	occur	occur	VERB
spir-8381	36	13	in	in	ADP
spir-8381	36	14	the	the	DET
spir-8381	36	15	network	network	NOUN
spir-8381	36	16	.	.	PUNCT
spir-8381	37	1	however	however	ADV
spir-8381	37	2	,	,	PUNCT
spir-8381	37	3	these	these	DET
spir-8381	37	4	connections	connection	NOUN
spir-8381	37	5	occur	occur	VERB
spir-8381	37	6	amongst	amongst	ADP
spir-8381	37	7	a	a	DET
spir-8381	37	8	relatively	relatively	ADV
spir-8381	37	9	limited	limited	ADJ
spir-8381	37	10	set	set	NOUN
spir-8381	37	11	of	of	ADP
spir-8381	37	12	users	user	NOUN
spir-8381	37	13	,	,	PUNCT
spir-8381	37	14	rather	rather	ADV
spir-8381	37	15	than	than	ADP
spir-8381	37	16	across	across	ADP
spir-8381	37	17	the	the	DET
spir-8381	37	18	entire	entire	ADJ
spir-8381	37	19	network	network	NOUN
spir-8381	37	20	.	.	PUNCT
spir-8381	38	1	since	since	SCONJ
spir-8381	38	2	the	the	DET
spir-8381	38	3	network	network	NOUN
spir-8381	38	4	grew	grow	VERB
spir-8381	38	5	in	in	ADP
spir-8381	38	6	s	s	NOUN
spir-8381	38	7	altered	alter	VERB
spir-8381	38	8	.	.	PUNCT
spir-8381	39	1	for	for	ADP
spir-8381	39	2	about	about	ADV
spir-8381	39	3	half	half	NOUN
spir-8381	39	4	of	of	ADP
spir-8381	39	5	the	the	DET
spir-8381	39	6	users	user	NOUN
spir-8381	39	7	,	,	PUNCT
spir-8381	39	8	we	we	PRON
spir-8381	39	9	found	find	VERB
spir-8381	39	10	the	the	DET
spir-8381	39	11	relative	relative	ADJ
spir-8381	39	12	amount	amount	NOUN
spir-8381	39	13	of	of	ADP
spir-8381	39	14	messages	message	NOUN
spir-8381	39	15	they	they	PRON
spir-8381	39	16	send	send	VERB
spir-8381	39	17	or	or	CCONJ
spir-8381	39	18	receive	receive	VERB
spir-8381	39	19	,	,	PUNCT
spir-8381	39	20	increased	increase	VERB
spir-8381	39	21	when	when	SCONJ
spir-8381	39	22	we	we	PRON
spir-8381	39	23	include	include	VERB
spir-8381	39	24	non	non	ADJ
spir-8381	39	25	-	-	ADJ
spir-8381	39	26	hashtagged	hashtagged	ADJ
spir-8381	39	27	responses	response	NOUN
spir-8381	39	28	.	.	PUNCT
spir-8381	40	1	taking	take	VERB
spir-8381	40	2	a	a	DET
spir-8381	40	3	closer	close	ADJ
spir-8381	40	4	look	look	NOUN
spir-8381	40	5	at	at	ADP
spir-8381	40	6	the	the	DET
spir-8381	40	7	identity	identity	NOUN
spir-8381	40	8	of	of	ADP
spir-8381	40	9	the	the	DET
spir-8381	40	10	users	user	NOUN
spir-8381	40	11	,	,	PUNCT
spir-8381	40	12	we	we	PRON
spir-8381	40	13	found	find	VERB
spir-8381	40	14	differences	difference	NOUN
spir-8381	40	15	between	between	ADP
spir-8381	40	16	elites	elite	NOUN
spir-8381	40	17	(	(	PUNCT
spir-8381	40	18	i.e.	i.e.	X
spir-8381	40	19	politicians	politician	NOUN
spir-8381	40	20	and	and	CCONJ
spir-8381	40	21	journalists	journalist	NOUN
spir-8381	40	22	)	)	PUNCT
spir-8381	40	23	and	and	CCONJ
spir-8381	40	24	non	non	NOUN
spir-8381	40	25	-	-	NOUN
spir-8381	40	26	elites	elite	NOUN
spir-8381	40	27	(	(	PUNCT
spir-8381	40	28	i.e.	i.e.	X
spir-8381	40	29	citizens	citizen	NOUN
spir-8381	40	30	)	)	PUNCT
spir-8381	40	31	.	.	PUNCT
spir-8381	41	1	it	it	PRON
spir-8381	41	2	is	be	AUX
spir-8381	41	3	predominantly	predominantly	ADV
spir-8381	41	4	the	the	DET
spir-8381	41	5	former	former	ADJ
spir-8381	41	6	that	that	PRON
spir-8381	41	7	strengthen	strengthen	VERB
spir-8381	41	8	their	their	PRON
spir-8381	41	9	position	position	NOUN
spir-8381	41	10	.	.	PUNCT
spir-8381	42	1	the	the	DET
spir-8381	42	2	inclusion	inclusion	NOUN
spir-8381	42	3	of	of	ADP
spir-8381	42	4	non	non	ADJ
spir-8381	42	5	-	-	ADJ
spir-8381	42	6	hashtagged	hashtagged	ADJ
spir-8381	42	7	responses	response	NOUN
spir-8381	42	8	further	far	ADV
spir-8381	42	9	confirms	confirm	VERB
spir-8381	42	10	the	the	DET
spir-8381	42	11	insights	insight	NOUN
spir-8381	42	12	we	we	PRON
spir-8381	42	13	receive	receive	VERB
spir-8381	42	14	f	f	PROPN
spir-8381	42	15	twitter	twitter	NOUN
spir-8381	42	16	,	,	PUNCT
spir-8381	42	17	i.e.	i.e.	X
spir-8381	42	18	the	the	DET
spir-8381	42	19	popularity	popularity	NOUN
spir-8381	42	20	and	and	CCONJ
spir-8381	42	21	dominance	dominance	NOUN
spir-8381	42	22	of	of	ADP
spir-8381	42	23	elites	elite	NOUN
spir-8381	42	24	in	in	ADP
spir-8381	42	25	the	the	DET
spir-8381	42	26	network	network	NOUN
spir-8381	42	27	.	.	PUNCT
spir-8381	43	1	references	reference	NOUN
spir-8381	43	2	ausserhofer	ausserhofer	VERB
spir-8381	43	3	,	,	PUNCT
spir-8381	43	4	j.	j.	PROPN
spir-8381	43	5	,	,	PUNCT
spir-8381	43	6	&	&	CCONJ
spir-8381	43	7	maireder	maireder	PROPN
spir-8381	43	8	,	,	PUNCT
spir-8381	43	9	a.	a.	NOUN
spir-8381	43	10	(	(	PUNCT
spir-8381	43	11	2013	2013	NUM
spir-8381	43	12	)	)	PUNCT
spir-8381	43	13	.	.	PUNCT
spir-8381	44	1	national	national	ADJ
spir-8381	44	2	politics	politic	NOUN
spir-8381	44	3	on	on	ADP
spir-8381	44	4	twitter	twitter	NOUN
spir-8381	44	5	:	:	PUNCT
spir-8381	44	6	structures	structure	NOUN
spir-8381	44	7	and	and	CCONJ
spir-8381	44	8	topics	topic	NOUN
spir-8381	44	9	of	of	ADP
spir-8381	44	10	a	a	DET
spir-8381	44	11	networked	networked	ADJ
spir-8381	44	12	public	public	ADJ
spir-8381	44	13	sphere	sphere	NOUN
spir-8381	44	14	.	.	PUNCT
spir-8381	45	1	information	information	NOUN
spir-8381	45	2	,	,	PUNCT
spir-8381	45	3	communication	communication	NOUN
spir-8381	45	4	&	&	CCONJ
spir-8381	45	5	society	society	NOUN
spir-8381	45	6	,	,	PUNCT
spir-8381	45	7	16(3	16(3	NOUN
spir-8381	45	8	)	)	PUNCT
spir-8381	45	9	,	,	PUNCT
spir-8381	45	10	291	291	NUM
spir-8381	45	11	314	314	NUM
spir-8381	45	12	.	.	PUNCT
spir-8381	46	1	borgatti	borgatti	PROPN
spir-8381	46	2	,	,	PUNCT
spir-8381	46	3	s.p	s.p	PROPN
spir-8381	46	4	.	.	PROPN
spir-8381	46	5	,	,	PUNCT
spir-8381	46	6	everett	everett	PROPN
spir-8381	46	7	,	,	PUNCT
spir-8381	46	8	m.g	m.g	PROPN
spir-8381	46	9	.	.	PROPN
spir-8381	46	10	&	&	CCONJ
spir-8381	46	11	freeman	freeman	PROPN
spir-8381	46	12	,	,	PUNCT
spir-8381	46	13	l.c	l.c	PROPN
spir-8381	46	14	.	.	PROPN
spir-8381	46	15	2002	2002	NUM
spir-8381	46	16	.	.	PUNCT
spir-8381	47	1	ucinet	ucinet	NOUN
spir-8381	47	2	6	6	NUM
spir-8381	47	3	for	for	ADP
spir-8381	47	4	windows	window	NOUN
spir-8381	47	5	:	:	PUNCT
spir-8381	47	6	software	software	NOUN
spir-8381	47	7	for	for	ADP
spir-8381	47	8	social	social	ADJ
spir-8381	47	9	network	network	NOUN
spir-8381	47	10	analysis	analysis	NOUN
spir-8381	47	11	.	.	PUNCT
spir-8381	48	1	harvard	harvard	PROPN
spir-8381	48	2	,	,	PUNCT
spir-8381	48	3	ma	ma	PROPN
spir-8381	48	4	:	:	PUNCT
spir-8381	48	5	analytic	analytic	ADJ
spir-8381	48	6	technologies	technology	NOUN
spir-8381	48	7	.	.	PUNCT
spir-8381	49	1	bruns	brun	NOUN
spir-8381	49	2	,	,	PUNCT
spir-8381	49	3	a.	a.	NOUN
spir-8381	49	4	,	,	PUNCT
spir-8381	49	5	&	&	CCONJ
spir-8381	49	6	burgess	burgess	PROPN
spir-8381	49	7	,	,	PUNCT
spir-8381	49	8	j.	j.	PROPN
spir-8381	49	9	(	(	PUNCT
spir-8381	49	10	2011	2011	NUM
spir-8381	49	11	)	)	PUNCT
spir-8381	49	12	.	.	PUNCT
spir-8381	50	1	#	#	SYM
spir-8381	50	2	ausvotes	ausvote	NOUN
spir-8381	50	3	:	:	PUNCT
spir-8381	50	4	how	how	SCONJ
spir-8381	50	5	twitter	twitter	NOUN
spir-8381	50	6	covered	cover	VERB
spir-8381	50	7	the	the	DET
spir-8381	50	8	2010	2010	NUM
spir-8381	50	9	australian	australian	ADJ
spir-8381	50	10	federal	federal	ADJ
spir-8381	50	11	election	election	NOUN
spir-8381	50	12	.	.	PUNCT
spir-8381	51	1	communication	communication	NOUN
spir-8381	51	2	,	,	PUNCT
spir-8381	51	3	politics	politic	NOUN
spir-8381	51	4	&	&	CCONJ
spir-8381	51	5	culture	culture	PROPN
spir-8381	51	6	,	,	PUNCT
spir-8381	51	7	44(2	44(2	NOUN
spir-8381	51	8	)	)	PUNCT
spir-8381	51	9	,	,	PUNCT
spir-8381	51	10	37	37	NUM
spir-8381	51	11	56	56	NUM
spir-8381	51	12	.	.	PUNCT
spir-8381	52	1	bruns	brun	NOUN
spir-8381	52	2	,	,	PUNCT
spir-8381	52	3	a.	a.	NOUN
spir-8381	52	4	,	,	PUNCT
spir-8381	52	5	&	&	CCONJ
spir-8381	52	6	moe	moe	PROPN
spir-8381	52	7	,	,	PUNCT
spir-8381	52	8	h.	h.	PROPN
spir-8381	52	9	(	(	PUNCT
spir-8381	52	10	2014	2014	NUM
spir-8381	52	11	)	)	PUNCT
spir-8381	52	12	.	.	PUNCT
spir-8381	53	1	structural	structural	ADJ
spir-8381	53	2	layers	layer	NOUN
spir-8381	53	3	of	of	ADP
spir-8381	53	4	communication	communication	NOUN
spir-8381	53	5	on	on	ADP
spir-8381	53	6	twitter	twitter	NOUN
spir-8381	53	7	.	.	PUNCT
spir-8381	54	1	in	in	ADP
spir-8381	54	2	k.	k.	PROPN
spir-8381	54	3	weller	weller	PROPN
spir-8381	54	4	,	,	PUNCT
spir-8381	54	5	a.	a.	NOUN
spir-8381	54	6	bruns	bruns	PROPN
spir-8381	54	7	,	,	PUNCT
spir-8381	54	8	j.	j.	PROPN
spir-8381	54	9	burgess	burgess	PROPN
spir-8381	54	10	,	,	PUNCT
spir-8381	54	11	m.	m.	NOUN
spir-8381	54	12	mahrt	mahrt	PROPN
spir-8381	54	13	,	,	PUNCT
spir-8381	54	14	&	&	CCONJ
spir-8381	54	15	c.	c.	PROPN
spir-8381	54	16	puschmann	puschmann	PROPN
spir-8381	54	17	(	(	PUNCT
spir-8381	54	18	eds	ed	NOUN
spir-8381	54	19	.	.	PUNCT
spir-8381	54	20	)	)	PUNCT
spir-8381	54	21	,	,	PUNCT
spir-8381	54	22	twitter	twitter	NOUN
spir-8381	54	23	and	and	CCONJ
spir-8381	54	24	society	society	NOUN
spir-8381	54	25	(	(	PUNCT
spir-8381	54	26	pp	pp	ADV
spir-8381	54	27	.	.	PUNCT
spir-8381	55	1	15	15	NUM
spir-8381	55	2	28	28	NUM
spir-8381	55	3	)	)	PUNCT
spir-8381	55	4	.	.	PUNCT
spir-8381	56	1	new	new	PROPN
spir-8381	56	2	york	york	PROPN
spir-8381	56	3	:	:	PUNCT
spir-8381	56	4	peter	peter	PROPN
spir-8381	56	5	lang	lang	PROPN
spir-8381	56	6	.	.	PUNCT
spir-8381	57	1	bruns	bruns	PROPN
spir-8381	57	2	,	,	PUNCT
spir-8381	57	3	a.	a.	PROPN
spir-8381	57	4	,	,	PUNCT
spir-8381	57	5	&	&	CCONJ
spir-8381	57	6	stieglitz	stieglitz	PROPN
spir-8381	57	7	,	,	PUNCT
spir-8381	57	8	s.	s.	PROPN
spir-8381	57	9	(	(	PUNCT
spir-8381	57	10	2014	2014	NUM
spir-8381	57	11	)	)	PUNCT
spir-8381	57	12	.	.	PUNCT
spir-8381	58	1	metrics	metric	NOUN
spir-8381	58	2	for	for	ADP
spir-8381	58	3	understanding	understand	VERB
spir-8381	58	4	communication	communication	NOUN
spir-8381	58	5	on	on	ADP
spir-8381	58	6	twitter	twitter	NOUN
spir-8381	58	7	.	.	PUNCT
spir-8381	59	1	in	in	ADP
spir-8381	59	2	k.	k.	PROPN
spir-8381	59	3	weller	weller	PROPN
spir-8381	59	4	,	,	PUNCT
spir-8381	59	5	a.	a.	NOUN
spir-8381	59	6	bruns	bruns	PROPN
spir-8381	59	7	,	,	PUNCT
spir-8381	59	8	j.	j.	PROPN
spir-8381	59	9	burgess	burgess	PROPN
spir-8381	59	10	,	,	PUNCT
spir-8381	59	11	m.	m.	NOUN
spir-8381	59	12	mahrt	mahrt	PROPN
spir-8381	59	13	,	,	PUNCT
spir-8381	59	14	&	&	CCONJ
spir-8381	59	15	c.	c.	PROPN
spir-8381	59	16	puschmann	puschmann	PROPN
spir-8381	59	17	(	(	PUNCT
spir-8381	59	18	eds	ed	NOUN
spir-8381	59	19	.	.	PUNCT
spir-8381	59	20	)	)	PUNCT
spir-8381	59	21	,	,	PUNCT
spir-8381	59	22	twitter	twitter	NOUN
spir-8381	59	23	and	and	CCONJ
spir-8381	59	24	society	society	NOUN
spir-8381	59	25	(	(	PUNCT
spir-8381	59	26	pp	pp	ADV
spir-8381	59	27	.	.	PUNCT
spir-8381	60	1	69	69	NUM
spir-8381	60	2	82	82	NUM
spir-8381	60	3	)	)	PUNCT
spir-8381	60	4	.	.	PUNCT
spir-8381	61	1	new	new	PROPN
spir-8381	61	2	york	york	PROPN
spir-8381	61	3	:	:	PUNCT
spir-8381	61	4	peter	peter	PROPN
spir-8381	61	5	lang	lang	PROPN
spir-8381	61	6	.	.	PUNCT
spir-8381	62	1	iannelli	iannelli	PROPN
spir-8381	62	2	,	,	PUNCT
spir-8381	62	3	l.	l.	PROPN
spir-8381	62	4	,	,	PUNCT
spir-8381	62	5	&	&	CCONJ
spir-8381	62	6	giglietto	giglietto	PROPN
spir-8381	62	7	,	,	PUNCT
spir-8381	62	8	f.	f.	PROPN
spir-8381	62	9	(	(	PUNCT
spir-8381	62	10	2015	2015	NUM
spir-8381	62	11	)	)	PUNCT
spir-8381	62	12	.	.	PUNCT
spir-8381	63	1	hybrid	hybrid	ADJ
spir-8381	63	2	spaces	space	NOUN
spir-8381	63	3	of	of	ADP
spir-8381	63	4	politics	politic	NOUN
spir-8381	63	5	:	:	PUNCT
spir-8381	63	6	the	the	DET
spir-8381	63	7	2013	2013	NUM
spir-8381	63	8	general	general	ADJ
spir-8381	63	9	elections	election	NOUN
spir-8381	63	10	in	in	ADP
spir-8381	63	11	italy	italy	PROPN
spir-8381	63	12	,	,	PUNCT
spir-8381	63	13	between	between	ADP
spir-8381	63	14	talk	talk	NOUN
spir-8381	63	15	shows	show	NOUN
spir-8381	63	16	and	and	CCONJ
spir-8381	63	17	twitter	twitter	NOUN
spir-8381	63	18	.	.	PUNCT
spir-8381	64	1	information	information	NOUN
spir-8381	64	2	,	,	PUNCT
spir-8381	64	3	communication	communication	NOUN
spir-8381	64	4	&	&	CCONJ
spir-8381	64	5	society	society	NOUN
spir-8381	64	6	,	,	PUNCT
spir-8381	64	7	18(9	18(9	NOUN
spir-8381	64	8	)	)	PUNCT
spir-8381	64	9	,	,	PUNCT
spir-8381	64	10	1006	1006	NUM
spir-8381	64	11	1021	1021	NUM
spir-8381	64	12	.	.	PUNCT
spir-8381	65	1	larsson	larsson	PROPN
spir-8381	65	2	,	,	PUNCT
spir-8381	65	3	a.	a.	PROPN
spir-8381	65	4	o.	o.	PROPN
spir-8381	65	5	,	,	PUNCT
spir-8381	65	6	&	&	CCONJ
spir-8381	65	7	moe	moe	PROPN
spir-8381	65	8	,	,	PUNCT
spir-8381	65	9	h.	h.	PROPN
spir-8381	65	10	(	(	PUNCT
spir-8381	65	11	2012	2012	NUM
spir-8381	65	12	)	)	PUNCT
spir-8381	65	13	.	.	PUNCT
spir-8381	66	1	studying	study	VERB
spir-8381	66	2	political	political	ADJ
spir-8381	66	3	microblogging	microblogging	NOUN
spir-8381	66	4	:	:	PUNCT
spir-8381	66	5	twitter	twitter	NOUN
spir-8381	66	6	users	user	NOUN
spir-8381	66	7	in	in	ADP
spir-8381	66	8	the	the	DET
spir-8381	66	9	2010	2010	NUM
spir-8381	66	10	swedish	swedish	ADJ
spir-8381	66	11	election	election	NOUN
spir-8381	66	12	campaign	campaign	NOUN
spir-8381	66	13	.	.	PUNCT
spir-8381	67	1	new	new	ADJ
spir-8381	67	2	media	medium	NOUN
spir-8381	67	3	&	&	CCONJ
spir-8381	67	4	society	society	NOUN
spir-8381	67	5	,	,	PUNCT
spir-8381	67	6	14(5	14(5	NUM
spir-8381	67	7	)	)	PUNCT
spir-8381	67	8	,	,	PUNCT
spir-8381	67	9	729	729	NUM
spir-8381	67	10	747	747	NUM
spir-8381	67	11	.	.	PUNCT