id	sid	tid	token	lemma	pos
spir-8832	1	1	selected	select	VERB
spir-8832	1	2	papers	paper	NOUN
spir-8832	1	3	of	of	ADP
spir-8832	1	4	aoir	aoir	NOUN
spir-8832	1	5	2016	2016	NUM
spir-8832	1	6	:	:	PUNCT
spir-8832	1	7	the	the	DET
spir-8832	1	8	17th	17th	ADJ
spir-8832	1	9	annual	annual	ADJ
spir-8832	1	10	conference	conference	NOUN
spir-8832	1	11	of	of	ADP
spir-8832	1	12	the	the	DET
spir-8832	1	13	association	association	NOUN
spir-8832	1	14	of	of	ADP
spir-8832	1	15	internet	internet	NOUN
spir-8832	1	16	researchers	researcher	NOUN
spir-8832	1	17	berlin	berlin	PROPN
spir-8832	1	18	,	,	PUNCT
spir-8832	1	19	germany	germany	PROPN
spir-8832	1	20	/	/	SYM
spir-8832	1	21	5	5	NUM
spir-8832	1	22	-	-	SYM
spir-8832	1	23	8	8	NUM
spir-8832	1	24	october	october	PROPN
spir-8832	1	25	2016	2016	NUM
spir-8832	1	26	de	de	X
spir-8832	1	27	grove	grove	PROPN
spir-8832	1	28	,	,	PUNCT
spir-8832	1	29	f.	f.	PROPN
spir-8832	1	30	,	,	PUNCT
spir-8832	1	31	d	d	PROPN
spir-8832	1	32	heer	heer	PROPN
spir-8832	1	33	,	,	PUNCT
spir-8832	1	34	e.	e.	PROPN
spir-8832	1	35	&	&	CCONJ
spir-8832	1	36	verdegem	verdegem	PROPN
spir-8832	1	37	,	,	PUNCT
spir-8832	1	38	p.	p.	NOUN
spir-8832	1	39	(	(	PUNCT
spir-8832	1	40	2016	2016	NUM
spir-8832	1	41	,	,	PUNCT
spir-8832	1	42	october	october	PROPN
spir-8832	1	43	5	5	NUM
spir-8832	1	44	-	-	SYM
spir-8832	1	45	8)	8)	NUM
spir-8832	1	46	.	.	PUNCT
spir-8832	2	1	retweeting	retweete	VERB
spir-8832	2	2	the	the	DET
spir-8832	2	3	news	news	NOUN
spir-8832	2	4	:	:	PUNCT
spir-8832	2	5	towards	towards	ADP
spir-8832	2	6	a	a	DET
spir-8832	2	7	formalized	formalized	ADJ
spir-8832	2	8	approach	approach	NOUN
spir-8832	2	9	to	to	ADP
spir-8832	2	10	the	the	DET
spir-8832	2	11	study	study	NOUN
spir-8832	2	12	of	of	ADP
spir-8832	2	13	twitter	twitter	NOUN
spir-8832	2	14	networks	network	NOUN
spir-8832	2	15	.	.	PUNCT
spir-8832	3	1	paper	paper	NOUN
spir-8832	3	2	presented	present	VERB
spir-8832	3	3	at	at	ADP
spir-8832	3	4	aoir	aoir	NOUN
spir-8832	3	5	2016	2016	NUM
spir-8832	3	6	:	:	PUNCT
spir-8832	3	7	the	the	DET
spir-8832	3	8	17th	17th	ADJ
spir-8832	3	9	annual	annual	ADJ
spir-8832	3	10	meeting	meeting	NOUN
spir-8832	3	11	of	of	ADP
spir-8832	3	12	the	the	DET
spir-8832	3	13	association	association	NOUN
spir-8832	3	14	of	of	ADP
spir-8832	3	15	internet	internet	NOUN
spir-8832	3	16	researchers	researcher	NOUN
spir-8832	3	17	.	.	PUNCT
spir-8832	4	1	berlin	berlin	PROPN
spir-8832	4	2	,	,	PUNCT
spir-8832	4	3	germany	germany	PROPN
spir-8832	4	4	:	:	PUNCT
spir-8832	4	5	aoir	aoir	NOUN
spir-8832	4	6	.	.	PUNCT
spir-8832	4	7	retrieved	retrieve	VERB
spir-8832	4	8	from	from	ADP
spir-8832	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8832	4	10	.	.	PUNCT
spir-8832	5	1	frederik	frederik	PROPN
spir-8832	5	2	de	de	PROPN
spir-8832	5	3	grove	grove	PROPN
spir-8832	5	4	,	,	PUNCT
spir-8832	5	5	evelien	evelien	NOUN
spir-8832	5	6	d	d	PROPN
spir-8832	5	7	heer	heer	PROPN
spir-8832	5	8	&	&	CCONJ
spir-8832	5	9	pieter	pieter	PROPN
spir-8832	5	10	verdegem	verdegem	PROPN
spir-8832	5	11	iminds	imind	VERB
spir-8832	5	12	mict	mict	PROPN
spir-8832	5	13	ghent	ghent	PROPN
spir-8832	5	14	university	university	NOUN
spir-8832	5	15	introduction	introduction	NOUN
spir-8832	5	16	twitter	twitter	NOUN
spir-8832	5	17	allows	allow	VERB
spir-8832	5	18	for	for	ADP
spir-8832	5	19	the	the	DET
spir-8832	5	20	re	re	NOUN
spir-8832	5	21	-	-	NOUN
spir-8832	5	22	distribution	distribution	NOUN
spir-8832	5	23	and	and	CCONJ
spir-8832	5	24	dissemination	dissemination	NOUN
spir-8832	5	25	of	of	ADP
spir-8832	5	26	mass	mass	ADJ
spir-8832	5	27	media	medium	NOUN
spir-8832	5	28	content	content	NOUN
spir-8832	5	29	.	.	PUNCT
spir-8832	6	1	the	the	DET
spir-8832	6	2	latter	latter	ADJ
spir-8832	6	3	generate	generate	VERB
spir-8832	6	4	visibility	visibility	NOUN
spir-8832	6	5	for	for	ADP
spir-8832	6	6	news	news	NOUN
spir-8832	6	7	items	item	NOUN
spir-8832	6	8	(	(	PUNCT
spir-8832	6	9	singer	singer	NOUN
spir-8832	6	10	,	,	PUNCT
spir-8832	6	11	2014	2014	NUM
spir-8832	6	12	)	)	PUNCT
spir-8832	6	13	.	.	PUNCT
spir-8832	7	1	whereas	whereas	SCONJ
spir-8832	7	2	the	the	DET
spir-8832	7	3	selection	selection	NOUN
spir-8832	7	4	of	of	ADP
spir-8832	7	5	news	news	NOUN
spir-8832	7	6	content	content	NOUN
spir-8832	7	7	serve	serve	VERB
spir-8832	7	8	as	as	ADP
spir-8832	7	9	a	a	DET
spir-8832	7	10	(	(	PUNCT
spir-8832	7	11	tandoc	tandoc	PROPN
spir-8832	7	12	&	&	CCONJ
spir-8832	7	13	vos	vos	PROPN
spir-8832	7	14	,	,	PUNCT
spir-8832	7	15	2015	2015	NUM
spir-8832	7	16	)	)	PUNCT
spir-8832	7	17	.	.	PUNCT
spir-8832	8	1	in	in	ADP
spir-8832	8	2	this	this	DET
spir-8832	8	3	paper	paper	NOUN
spir-8832	8	4	,	,	PUNCT
spir-8832	8	5	we	we	PRON
spir-8832	8	6	investigate	investigate	VERB
spir-8832	8	7	the	the	DET
spir-8832	8	8	network	network	NOUN
spir-8832	8	9	processes	process	NOUN
spir-8832	8	10	behind	behind	ADP
spir-8832	8	11	the	the	DET
spir-8832	8	12	popularity	popularity	NOUN
spir-8832	8	13	metrics	metric	NOUN
spir-8832	8	14	(	(	PUNCT
spir-8832	8	15	i.e.	i.e.	X
spir-8832	8	16	retweet	retweet	NOUN
spir-8832	8	17	counts	count	NOUN
spir-8832	8	18	)	)	PUNCT
spir-8832	8	19	for	for	ADP
spir-8832	8	20	tweets	tweet	NOUN
spir-8832	8	21	coming	come	VERB
spir-8832	8	22	from	from	ADP
spir-8832	8	23	traditional	traditional	ADJ
spir-8832	8	24	news	news	NOUN
spir-8832	8	25	organizations	organization	NOUN
spir-8832	8	26	.	.	PUNCT
spir-8832	9	1	we	we	PRON
spir-8832	9	2	argue	argue	VERB
spir-8832	9	3	that	that	SCONJ
spir-8832	9	4	a	a	DET
spir-8832	9	5	possible	possible	ADJ
spir-8832	9	6	approach	approach	NOUN
spir-8832	9	7	in	in	ADP
spir-8832	9	8	understanding	understand	VERB
spir-8832	9	9	the	the	DET
spir-8832	9	10	structural	structural	ADJ
spir-8832	9	11	processes	process	NOUN
spir-8832	9	12	behind	behind	ADP
spir-8832	9	13	popularity	popularity	NOUN
spir-8832	9	14	metrics	metric	NOUN
spir-8832	9	15	lies	lie	VERB
spir-8832	9	16	in	in	ADP
spir-8832	9	17	building	build	VERB
spir-8832	9	18	a	a	DET
spir-8832	9	19	model	model	NOUN
spir-8832	9	20	in	in	ADP
spir-8832	9	21	which	which	PRON
spir-8832	9	22	retweet	retweet	NOUN
spir-8832	9	23	counts	count	NOUN
spir-8832	9	24	are	be	AUX
spir-8832	9	25	regressed	regress	VERB
spir-8832	9	26	on	on	ADP
spir-8832	9	27	network	network	NOUN
spir-8832	9	28	characteristics	characteristic	NOUN
spir-8832	9	29	(	(	PUNCT
spir-8832	9	30	e.g.	e.g.	ADV
spir-8832	9	31	centralization	centralization	NOUN
spir-8832	9	32	parameters	parameter	NOUN
spir-8832	9	33	)	)	PUNCT
spir-8832	9	34	.	.	PUNCT
spir-8832	10	1	however	however	ADV
spir-8832	10	2	,	,	PUNCT
spir-8832	10	3	the	the	DET
spir-8832	10	4	challenge	challenge	NOUN
spir-8832	10	5	in	in	ADP
spir-8832	10	6	building	build	VERB
spir-8832	10	7	such	such	DET
spir-8832	10	8	a	a	DET
spir-8832	10	9	model	model	NOUN
spir-8832	10	10	lies	lie	VERB
spir-8832	10	11	in	in	ADP
spir-8832	10	12	the	the	DET
spir-8832	10	13	kind	kind	NOUN
spir-8832	10	14	of	of	ADP
spir-8832	10	15	parameter	parameter	NOUN
spir-8832	10	16	distribution	distribution	NOUN
spir-8832	10	17	against	against	ADP
spir-8832	10	18	which	which	PRON
spir-8832	10	19	to	to	PART
spir-8832	10	20	evaluate	evaluate	VERB
spir-8832	10	21	parameter	parameter	NOUN
spir-8832	10	22	estimates	estimate	NOUN
spir-8832	10	23	.	.	PUNCT
spir-8832	11	1	since	since	SCONJ
spir-8832	11	2	network	network	NOUN
spir-8832	11	3	characteristics	characteristic	NOUN
spir-8832	11	4	such	such	ADJ
spir-8832	11	5	as	as	ADP
spir-8832	11	6	centrality	centrality	NOUN
spir-8832	11	7	metrics	metric	NOUN
spir-8832	11	8	are	be	AUX
spir-8832	11	9	inherently	inherently	ADV
spir-8832	11	10	tied	tie	VERB
spir-8832	11	11	to	to	ADP
spir-8832	11	12	network	network	NOUN
spir-8832	11	13	size	size	NOUN
spir-8832	11	14	and	and	CCONJ
spir-8832	11	15	hence	hence	ADV
spir-8832	11	16	to	to	ADP
spir-8832	11	17	retweet	retweet	NOUN
spir-8832	11	18	counts	count	NOUN
spir-8832	11	19	,	,	PUNCT
spir-8832	11	20	comparing	compare	VERB
spir-8832	11	21	parameter	parameter	NOUN
spir-8832	11	22	estimates	estimate	NOUN
spir-8832	11	23	against	against	ADP
spir-8832	11	24	a	a	DET
spir-8832	11	25	normal	normal	ADJ
spir-8832	11	26	probability	probability	NOUN
spir-8832	11	27	distribution	distribution	NOUN
spir-8832	11	28	would	would	AUX
spir-8832	11	29	lead	lead	VERB
spir-8832	11	30	to	to	ADP
spir-8832	11	31	erroneous	erroneous	ADJ
spir-8832	11	32	conclusions	conclusion	NOUN
spir-8832	11	33	regarding	regard	VERB
spir-8832	11	34	the	the	DET
spir-8832	11	35	null	null	ADJ
spir-8832	11	36	hypothesis	hypothesis	NOUN
spir-8832	11	37	.	.	PUNCT
spir-8832	12	1	therefore	therefore	ADV
spir-8832	12	2	,	,	PUNCT
spir-8832	12	3	this	this	DET
spir-8832	12	4	paper	paper	NOUN
spir-8832	12	5	explores	explore	NOUN
spir-8832	12	6	and	and	CCONJ
spir-8832	12	7	compares	compare	VERB
spir-8832	12	8	two	two	NUM
spir-8832	12	9	possibilities	possibility	NOUN
spir-8832	12	10	:	:	PUNCT
spir-8832	12	11	(	(	PUNCT
spir-8832	12	12	1	1	X
spir-8832	12	13	)	)	PUNCT
spir-8832	12	14	comparing	compare	VERB
spir-8832	12	15	parameter	parameter	NOUN
spir-8832	12	16	estimates	estimate	NOUN
spir-8832	12	17	against	against	ADP
spir-8832	12	18	those	those	PRON
spir-8832	12	19	from	from	ADP
spir-8832	12	20	randomly	randomly	ADV
spir-8832	12	21	generated	generate	VERB
spir-8832	12	22	networks	network	NOUN
spir-8832	12	23	with	with	ADP
spir-8832	12	24	similar	similar	ADJ
spir-8832	12	25	density	density	NOUN
spir-8832	12	26	and	and	CCONJ
spir-8832	12	27	size	size	NOUN
spir-8832	12	28	and	and	CCONJ
spir-8832	12	29	(	(	PUNCT
spir-8832	12	30	2	2	X
spir-8832	12	31	)	)	PUNCT
spir-8832	12	32	comparing	compare	VERB
spir-8832	12	33	parameter	parameter	NOUN
spir-8832	12	34	estimates	estimate	NOUN
spir-8832	12	35	against	against	ADP
spir-8832	12	36	those	those	PRON
spir-8832	12	37	from	from	ADP
spir-8832	12	38	randomly	randomly	ADV
spir-8832	12	39	collected	collect	VERB
spir-8832	12	40	networks	network	NOUN
spir-8832	12	41	on	on	ADP
spir-8832	12	42	twitter	twitter	NOUN
spir-8832	12	43	.	.	PUNCT
spir-8832	13	1	methodology	methodology	NOUN
spir-8832	13	2	our	our	PRON
spir-8832	13	3	data	datum	NOUN
spir-8832	13	4	includes	include	VERB
spir-8832	13	5	418	418	NUM
spir-8832	13	6	tweets	tweet	NOUN
spir-8832	13	7	,	,	PUNCT
spir-8832	13	8	sent	send	VERB
spir-8832	13	9	out	out	ADP
spir-8832	13	10	by	by	ADP
spir-8832	13	11	eight	eight	NUM
spir-8832	13	12	different	different	ADJ
spir-8832	13	13	news	news	NOUN
spir-8832	13	14	organization	organization	NOUN
spir-8832	13	15	from	from	ADP
spir-8832	13	16	belgium	belgium	PROPN
spir-8832	13	17	and	and	CCONJ
spir-8832	13	18	the	the	DET
spir-8832	13	19	netherlands	netherlands	PROPN
spir-8832	13	20	that	that	PRON
spir-8832	13	21	were	be	AUX
spir-8832	13	22	retweeted	retweete	VERB
spir-8832	13	23	at	at	ADP
spir-8832	13	24	least	least	ADV
spir-8832	13	25	ten	ten	NUM
spir-8832	13	26	times	time	NOUN
spir-8832	13	27	at	at	ADP
spir-8832	13	28	most	most	ADV
spir-8832	13	29	a	a	DET
spir-8832	13	30	100	100	NUM
spir-8832	13	31	times	time	NOUN
spir-8832	13	32	.	.	PUNCT
spir-8832	14	1	each	each	PRON
spir-8832	14	2	of	of	ADP
spir-8832	14	3	these	these	DET
spir-8832	14	4	tweets	tweet	NOUN
spir-8832	14	5	contains	contain	VERB
spir-8832	14	6	a	a	DET
spir-8832	14	7	hyperlink	hyperlink	NOUN
spir-8832	14	8	,	,	PUNCT
spir-8832	14	9	making	make	VERB
spir-8832	14	10	reference	reference	NOUN
spir-8832	14	11	to	to	ADP
spir-8832	14	12	an	an	DET
spir-8832	14	13	article	article	NOUN
spir-8832	14	14	on	on	ADP
spir-8832	14	15	website	website	NOUN
spir-8832	14	16	of	of	ADP
spir-8832	14	17	the	the	DET
spir-8832	14	18	respective	respective	ADJ
spir-8832	14	19	news	news	NOUN
spir-8832	14	20	organizations	organization	NOUN
spir-8832	14	21	.	.	PUNCT
spir-8832	15	1	first	first	ADV
spir-8832	15	2	,	,	PUNCT
spir-8832	15	3	we	we	PRON
spir-8832	15	4	collected	collect	VERB
spir-8832	15	5	all	all	DET
spir-8832	15	6	users	user	NOUN
spir-8832	15	7	that	that	PRON
spir-8832	15	8	retweeted	retweete	VERB
spir-8832	15	9	these	these	DET
spir-8832	15	10	messages	message	NOUN
spir-8832	15	11	(	(	PUNCT
spir-8832	15	12	n=7728	n=7728	PROPN
spir-8832	15	13	)	)	PUNCT
spir-8832	15	14	.	.	PUNCT
spir-8832	16	1	in	in	ADP
spir-8832	16	2	order	order	NOUN
spir-8832	16	3	to	to	ADP
spir-8832	16	4	e.	e.	PROPN
spir-8832	16	5	stable	stable	PROPN
spir-8832	16	6	set	set	PROPN
spir-8832	16	7	of	of	ADP
spir-8832	16	8	connections	connection	NOUN
spir-8832	16	9	through	through	ADP
spir-8832	16	10	which	which	PRON
spir-8832	16	11	communication	communication	NOUN
spir-8832	16	12	can	can	AUX
spir-8832	16	13	flow	flow	VERB
spir-8832	16	14	.	.	PUNCT
spir-8832	17	1	in	in	ADP
spir-8832	17	2	order	order	NOUN
spir-8832	17	3	to	to	PART
spir-8832	17	4	predict	predict	VERB
spir-8832	17	5	the	the	DET
spir-8832	17	6	number	number	NOUN
spir-8832	17	7	retweets	retweet	NOUN
spir-8832	17	8	of	of	ADP
spir-8832	17	9	mass	mass	ADJ
spir-8832	17	10	media	medium	NOUN
spir-8832	17	11	content	content	NOUN
spir-8832	17	12	,	,	PUNCT
spir-8832	17	13	we	we	PRON
spir-8832	17	14	build	build	VERB
spir-8832	17	15	a	a	DET
spir-8832	17	16	regression	regression	NOUN
spir-8832	17	17	model	model	NOUN
spir-8832	17	18	,	,	PUNCT
spir-8832	17	19	including	include	VERB
spir-8832	17	20	network	network	NOUN
spir-8832	17	21	parameters	parameter	NOUN
spir-8832	17	22	and	and	CCONJ
spir-8832	17	23	control	control	NOUN
spir-8832	17	24	variables	variable	NOUN
spir-8832	17	25	(	(	PUNCT
spir-8832	17	26	e.g.	e.g.	ADV
spir-8832	17	27	kind	kind	NOUN
spir-8832	17	28	of	of	ADP
spir-8832	17	29	newspaper	newspaper	NOUN
spir-8832	17	30	en	en	X
spir-8832	17	31	country	country	PROPN
spir-8832	17	32	)	)	PUNCT
spir-8832	17	33	.	.	PUNCT
spir-8832	18	1	in	in	ADP
spir-8832	18	2	figure	figure	NOUN
spir-8832	18	3	1	1	NUM
spir-8832	18	4	below	below	ADV
spir-8832	18	5	,	,	PUNCT
spir-8832	18	6	we	we	PRON
spir-8832	18	7	present	present	VERB
spir-8832	18	8	the	the	DET
spir-8832	18	9	variables	variable	NOUN
spir-8832	18	10	that	that	PRON
spir-8832	18	11	are	be	AUX
spir-8832	18	12	included	include	VERB
spir-8832	18	13	in	in	ADP
spir-8832	18	14	the	the	DET
spir-8832	18	15	regression	regression	NOUN
spir-8832	18	16	models	model	NOUN
spir-8832	18	17	.	.	PUNCT
spir-8832	19	1	data	datum	NOUN
spir-8832	19	2	collection	collection	NOUN
spir-8832	19	3	and	and	CCONJ
spir-8832	19	4	analysis	analysis	NOUN
spir-8832	19	5	were	be	AUX
spir-8832	19	6	conducted	conduct	VERB
spir-8832	19	7	in	in	ADP
spir-8832	19	8	r	r	NOUN
spir-8832	19	9	,	,	PUNCT
spir-8832	19	10	using	use	VERB
spir-8832	19	11	the	the	DET
spir-8832	19	12	packages	package	NOUN
spir-8832	19	13	twitter	twitter	NOUN
spir-8832	19	14	(	(	PUNCT
spir-8832	19	15	gentry	gentry	NOUN
spir-8832	19	16	,	,	PUNCT
spir-8832	19	17	2015	2015	NUM
spir-8832	19	18	)	)	PUNCT
spir-8832	19	19	and	and	CCONJ
spir-8832	19	20	igraph	igraph	PROPN
spir-8832	19	21	(	(	PUNCT
spir-8832	19	22	csardi	csardi	PROPN
spir-8832	19	23	&	&	CCONJ
spir-8832	19	24	nepusz	nepusz	NOUN
spir-8832	19	25	,	,	PUNCT
spir-8832	19	26	2006	2006	NUM
spir-8832	19	27	)	)	PUNCT
spir-8832	19	28	.	.	PUNCT
spir-8832	20	1	figure	figure	VERB
spir-8832	20	2	1	1	NUM
spir-8832	20	3	predictors	predictor	NOUN
spir-8832	20	4	and	and	CCONJ
spir-8832	20	5	dependent	dependent	ADJ
spir-8832	20	6	variable	variable	NOUN
spir-8832	20	7	of	of	ADP
spir-8832	20	8	the	the	DET
spir-8832	20	9	regression	regression	NOUN
spir-8832	20	10	models	model	NOUN
spir-8832	20	11	in	in	ADP
spir-8832	20	12	order	order	NOUN
spir-8832	20	13	to	to	PART
spir-8832	20	14	test	test	VERB
spir-8832	20	15	for	for	ADP
spir-8832	20	16	the	the	DET
spir-8832	20	17	significance	significance	NOUN
spir-8832	20	18	of	of	ADP
spir-8832	20	19	the	the	DET
spir-8832	20	20	parameters	parameter	NOUN
spir-8832	20	21	,	,	PUNCT
spir-8832	20	22	the	the	DET
spir-8832	20	23	regression	regression	NOUN
spir-8832	20	24	models	model	NOUN
spir-8832	20	25	compare	compare	VERB
spir-8832	20	26	the	the	DET
spir-8832	20	27	data	datum	NOUN
spir-8832	20	28	to	to	PART
spir-8832	20	29	randomly	randomly	ADV
spir-8832	20	30	generated	generate	VERB
spir-8832	20	31	networks	network	NOUN
spir-8832	20	32	with	with	ADP
spir-8832	20	33	the	the	DET
spir-8832	20	34	same	same	ADJ
spir-8832	20	35	size	size	NOUN
spir-8832	20	36	and	and	CCONJ
spir-8832	20	37	density	density	NOUN
spir-8832	20	38	.	.	PUNCT
spir-8832	21	1	this	this	DET
spir-8832	21	2	study	study	NOUN
spir-8832	21	3	was	be	AUX
spir-8832	21	4	based	base	VERB
spir-8832	21	5	10.000	10.000	NUM
spir-8832	21	6	networks	network	NOUN
spir-8832	21	7	,	,	PUNCT
spir-8832	21	8	randomly	randomly	ADV
spir-8832	21	9	generated	generate	VERB
spir-8832	21	10	,	,	PUNCT
spir-8832	21	11	variating	variate	VERB
spir-8832	21	12	in	in	ADP
spir-8832	21	13	size	size	NOUN
spir-8832	21	14	(	(	PUNCT
spir-8832	21	15	nmin	nmin	NOUN
spir-8832	21	16	=	=	SYM
spir-8832	21	17	10	10	NUM
spir-8832	21	18	,	,	PUNCT
spir-8832	21	19	nmax	nmax	PROPN
spir-8832	21	20	=	=	NOUN
spir-8832	21	21	100	100	NUM
spir-8832	21	22	)	)	PUNCT
spir-8832	21	23	and	and	CCONJ
spir-8832	21	24	density	density	NOUN
spir-8832	21	25	(	(	PUNCT
spir-8832	21	26	dmin	dmin	PROPN
spir-8832	21	27	=	=	PROPN
spir-8832	21	28	0.1	0.1	NUM
spir-8832	21	29	,	,	PUNCT
spir-8832	21	30	dmax	dmax	ADJ
spir-8832	21	31	=	=	NOUN
spir-8832	21	32	0.6	0.6	NUM
spir-8832	21	33	)	)	PUNCT
spir-8832	21	34	.	.	PUNCT
spir-8832	22	1	next	next	ADV
spir-8832	22	2	,	,	PUNCT
spir-8832	22	3	network	network	NOUN
spir-8832	22	4	characteristics	characteristic	NOUN
spir-8832	22	5	such	such	ADJ
spir-8832	22	6	as	as	ADP
spir-8832	22	7	centrality	centrality	NOUN
spir-8832	22	8	measures	measure	NOUN
spir-8832	22	9	were	be	AUX
spir-8832	22	10	computed	compute	VERB
spir-8832	22	11	on	on	ADP
spir-8832	22	12	which	which	PRON
spir-8832	22	13	network	network	NOUN
spir-8832	22	14	size	size	NOUN
spir-8832	22	15	is	be	AUX
spir-8832	22	16	regressed	regress	VERB
spir-8832	22	17	.	.	PUNCT
spir-8832	23	1	the	the	DET
spir-8832	23	2	findings	finding	NOUN
spir-8832	23	3	based	base	VERB
spir-8832	23	4	on	on	ADP
spir-8832	23	5	randomly	randomly	ADV
spir-8832	23	6	generated	generate	VERB
spir-8832	23	7	networks	network	NOUN
spir-8832	23	8	the	the	DET
spir-8832	23	9	results	result	NOUN
spir-8832	23	10	show	show	VERB
spir-8832	23	11	that	that	DET
spir-8832	23	12	degree	degree	NOUN
spir-8832	23	13	centralization	centralization	NOUN
spir-8832	23	14	*	*	PUNCT
spir-8832	23	15	*	*	PUNCT
spir-8832	23	16	*	*	NOUN
spir-8832	23	17	,	,	PUNCT
spir-8832	23	18	closeness	closeness	NOUN
spir-8832	23	19	centralization	centralization	NOUN
spir-8832	23	20	*	*	PUNCT
spir-8832	23	21	*	*	PUNCT
spir-8832	23	22	*	*	PUNCT
spir-8832	23	23	and	and	CCONJ
spir-8832	23	24	betweenness	betweenness	ADJ
spir-8832	23	25	centralization	centralization	NOUN
spir-8832	23	26	*	*	PUNCT
spir-8832	23	27	are	be	AUX
spir-8832	23	28	significant	significant	ADJ
spir-8832	23	29	predictors	predictor	NOUN
spir-8832	23	30	of	of	ADP
spir-8832	23	31	the	the	DET
spir-8832	23	32	number	number	NOUN
spir-8832	23	33	of	of	ADP
spir-8832	23	34	retweets	retweet	NOUN
spir-8832	23	35	news	news	NOUN
spir-8832	23	36	.	.	PUNCT
spir-8832	24	1	in	in	ADP
spir-8832	24	2	larger	large	ADJ
spir-8832	24	3	networks	network	NOUN
spir-8832	24	4	;	;	PUNCT
spir-8832	24	5	the	the	DET
spir-8832	24	6	spread	spread	NOUN
spir-8832	24	7	of	of	ADP
spir-8832	24	8	information	information	NOUN
spir-8832	24	9	is	be	AUX
spir-8832	24	10	mainly	mainly	ADV
spir-8832	24	11	achieved	achieve	VERB
spir-8832	24	12	through	through	ADP
spir-8832	24	13	a	a	DET
spir-8832	24	14	few	few	ADJ
spir-8832	24	15	nodes	node	NOUN
spir-8832	24	16	(	(	PUNCT
spir-8832	24	17	cf	cf	NOUN
spir-8832	24	18	.	.	PUNCT
spir-8832	24	19	degree	degree	NOUN
spir-8832	24	20	centralization	centralization	NOUN
spir-8832	24	21	)	)	PUNCT
spir-8832	24	22	.	.	PUNCT
spir-8832	25	1	however	however	ADV
spir-8832	25	2	,	,	PUNCT
spir-8832	25	3	information	information	NOUN
spir-8832	25	4	does	do	AUX
spir-8832	25	5	not	not	PART
spir-8832	25	6	travel	travel	VERB
spir-8832	25	7	far	far	ADV
spir-8832	25	8	.	.	PUNCT
spir-8832	26	1	large	large	ADJ
spir-8832	26	2	networks	network	NOUN
spir-8832	26	3	consist	consist	VERB
spir-8832	26	4	of	of	ADP
spir-8832	26	5	closely	closely	ADV
spir-8832	26	6	connected	connect	VERB
spir-8832	26	7	nodes	node	NOUN
spir-8832	26	8	rather	rather	ADV
spir-8832	26	9	than	than	ADP
spir-8832	26	10	dispersed	disperse	VERB
spir-8832	26	11	ones	one	NOUN
spir-8832	26	12	(	(	PUNCT
spir-8832	26	13	cf	cf	NOUN
spir-8832	26	14	.	.	PUNCT
spir-8832	26	15	closeness	closeness	NOUN
spir-8832	26	16	centralization	centralization	NOUN
spir-8832	26	17	)	)	PUNCT
spir-8832	26	18	.	.	PUNCT
spir-8832	27	1	in	in	ADP
spir-8832	27	2	the	the	DET
spir-8832	27	3	larger	large	ADJ
spir-8832	27	4	retweet	retweet	NOUN
spir-8832	27	5	networks	network	NOUN
spir-8832	27	6	,	,	PUNCT
spir-8832	27	7	the	the	DET
spir-8832	27	8	information	information	NOUN
spir-8832	27	9	is	be	AUX
spir-8832	27	10	spread	spread	VERB
spir-8832	27	11	less	less	ADV
spir-8832	27	12	by	by	ADP
spir-8832	27	13	bridges	bridge	NOUN
spir-8832	27	14	than	than	ADP
spir-8832	27	15	in	in	ADP
spir-8832	27	16	smaller	small	ADJ
spir-8832	27	17	networks	network	NOUN
spir-8832	27	18	(	(	PUNCT
spir-8832	27	19	cf	cf	NOUN
spir-8832	27	20	.	.	NOUN
spir-8832	27	21	degree	degree	NOUN
spir-8832	27	22	betweenness	betweenness	NOUN
spir-8832	27	23	)	)	PUNCT
spir-8832	27	24	.	.	PUNCT
spir-8832	28	1	this	this	PRON
spir-8832	28	2	is	be	AUX
spir-8832	28	3	links	link	NOUN
spir-8832	28	4	up	up	ADP
spir-8832	28	5	to	to	ADP
spir-8832	28	6	the	the	DET
spir-8832	28	7	findings	finding	NOUN
spir-8832	28	8	with	with	ADP
spir-8832	28	9	respect	respect	NOUN
spir-8832	28	10	to	to	ADP
spir-8832	28	11	closeness	closeness	NOUN
spir-8832	28	12	centralization	centralization	NOUN
spir-8832	28	13	.	.	PUNCT
spir-8832	29	1	in	in	ADP
spir-8832	29	2	short	short	ADJ
spir-8832	29	3	,	,	PUNCT
spir-8832	29	4	the	the	DET
spir-8832	29	5	increase	increase	NOUN
spir-8832	29	6	in	in	ADP
spir-8832	29	7	the	the	DET
spir-8832	29	8	number	number	NOUN
spir-8832	29	9	of	of	ADP
spir-8832	29	10	retweets	retweet	NOUN
spir-8832	29	11	messages	message	NOUN
spir-8832	29	12	receive	receive	VERB
spir-8832	29	13	,	,	PUNCT
spir-8832	29	14	does	do	AUX
spir-8832	29	15	not	not	PART
spir-8832	29	16	equal	equal	VERB
spir-8832	29	17	wider	wide	ADJ
spir-8832	29	18	reach	reach	NOUN
spir-8832	29	19	in	in	ADP
spir-8832	29	20	the	the	DET
spir-8832	29	21	network	network	NOUN
spir-8832	29	22	.	.	PUNCT
spir-8832	30	1	further	far	ADV
spir-8832	30	2	we	we	PRON
spir-8832	30	3	found	find	VERB
spir-8832	30	4	that	that	SCONJ
spir-8832	30	5	the	the	DET
spir-8832	30	6	nodes	node	NOUN
spir-8832	30	7	that	that	PRON
spir-8832	30	8	score	score	VERB
spir-8832	30	9	high	high	ADV
spir-8832	30	10	on	on	ADP
spir-8832	30	11	closeness	closeness	NOUN
spir-8832	30	12	en	en	NOUN
spir-8832	30	13	degree	degree	NOUN
spir-8832	30	14	centralization	centralization	NOUN
spir-8832	30	15	are	be	AUX
spir-8832	30	16	more	more	ADV
spir-8832	30	17	often	often	ADV
spir-8832	30	18	elites	elite	NOUN
spir-8832	30	19	(	(	PUNCT
spir-8832	30	20	such	such	ADJ
spir-8832	30	21	as	as	ADP
spir-8832	30	22	politicians	politician	NOUN
spir-8832	30	23	or	or	CCONJ
spir-8832	30	24	journalists	journalist	NOUN
spir-8832	30	25	)	)	PUNCT
spir-8832	30	26	rather	rather	ADV
spir-8832	30	27	than	than	ADP
spir-8832	30	28	non	non	NOUN
spir-8832	30	29	-	-	NOUN
spir-8832	30	30	elites	elite	NOUN
spir-8832	30	31	.	.	PUNCT
spir-8832	31	1	hence	hence	ADV
spir-8832	31	2	,	,	PUNCT
spir-8832	31	3	the	the	DET
spir-8832	31	4	spread	spread	NOUN
spir-8832	31	5	of	of	ADP
spir-8832	31	6	news	news	NOUN
spir-8832	31	7	content	content	NOUN
spir-8832	31	8	on	on	ADP
spir-8832	31	9	social	social	ADJ
spir-8832	31	10	media	medium	NOUN
spir-8832	31	11	only	only	ADV
spir-8832	31	12	.	.	PUNCT
spir-8832	32	1	the	the	DET
spir-8832	32	2	findings	finding	NOUN
spir-8832	32	3	based	base	VERB
spir-8832	32	4	on	on	ADP
spir-8832	32	5	random	random	ADJ
spir-8832	32	6	sample	sample	NOUN
spir-8832	32	7	data	datum	NOUN
spir-8832	32	8	from	from	ADP
spir-8832	32	9	twitter	twitter	NOUN
spir-8832	32	10	despite	despite	SCONJ
spir-8832	32	11	the	the	DET
spir-8832	32	12	fact	fact	NOUN
spir-8832	32	13	that	that	SCONJ
spir-8832	32	14	network	network	NOUN
spir-8832	32	15	simulations	simulation	NOUN
spir-8832	32	16	have	have	AUX
spir-8832	32	17	been	be	AUX
spir-8832	32	18	randomly	randomly	ADV
spir-8832	32	19	generated	generate	VERB
spir-8832	32	20	,	,	PUNCT
spir-8832	32	21	all	all	DET
spir-8832	32	22	network	network	NOUN
spir-8832	32	23	characteristics	characteristic	NOUN
spir-8832	32	24	significantly	significantly	ADV
spir-8832	32	25	predict	predict	VERB
spir-8832	32	26	network	network	NOUN
spir-8832	32	27	size	size	NOUN
spir-8832	32	28	.	.	PUNCT
spir-8832	33	1	what	what	PRON
spir-8832	33	2	is	be	AUX
spir-8832	33	3	more	more	ADJ
spir-8832	33	4	,	,	PUNCT
spir-8832	33	5	they	they	PRON
spir-8832	33	6	explain	explain	VERB
spir-8832	33	7	90	90	NUM
spir-8832	33	8	%	%	NOUN
spir-8832	33	9	of	of	ADP
spir-8832	33	10	the	the	DET
spir-8832	33	11	variation	variation	NOUN
spir-8832	33	12	in	in	ADP
spir-8832	33	13	network	network	NOUN
spir-8832	33	14	size	size	NOUN
spir-8832	33	15	.	.	PUNCT
spir-8832	34	1	hence	hence	ADV
spir-8832	34	2	,	,	PUNCT
spir-8832	34	3	this	this	PRON
spir-8832	34	4	shows	show	VERB
spir-8832	34	5	the	the	DET
spir-8832	34	6	need	need	NOUN
spir-8832	34	7	for	for	ADP
spir-8832	34	8	a	a	DET
spir-8832	34	9	baseline	baseline	NOUN
spir-8832	34	10	that	that	PRON
spir-8832	34	11	can	can	AUX
spir-8832	34	12	be	be	AUX
spir-8832	34	13	used	use	VERB
spir-8832	34	14	to	to	PART
spir-8832	34	15	reliably	reliably	ADV
spir-8832	34	16	evaluate	evaluate	VERB
spir-8832	34	17	the	the	DET
spir-8832	34	18	effect	effect	NOUN
spir-8832	34	19	of	of	ADP
spir-8832	34	20	network	network	NOUN
spir-8832	34	21	characteristics	characteristic	NOUN
spir-8832	34	22	on	on	ADP
spir-8832	34	23	twitter	twitter	NOUN
spir-8832	34	24	.	.	PUNCT
spir-8832	35	1	such	such	DET
spir-8832	35	2	a	a	DET
spir-8832	35	3	baseline	baseline	NOUN
spir-8832	35	4	would	would	AUX
spir-8832	35	5	allow	allow	VERB
spir-8832	35	6	us	we	PRON
spir-8832	35	7	to	to	PART
spir-8832	35	8	detect	detect	VERB
spir-8832	35	9	and	and	CCONJ
spir-8832	35	10	identify	identify	VERB
spir-8832	35	11	non	non	ADJ
spir-8832	35	12	-	-	ADJ
spir-8832	35	13	random	random	ADJ
spir-8832	35	14	processes	process	NOUN
spir-8832	35	15	such	such	ADJ
spir-8832	35	16	as	as	ADP
spir-8832	35	17	secondary	secondary	ADJ
spir-8832	35	18	gatekeeping	gatekeeping	NOUN
spir-8832	35	19	.	.	PUNCT
spir-8832	36	1	in	in	ADP
spir-8832	36	2	particular	particular	ADJ
spir-8832	36	3	,	,	PUNCT
spir-8832	36	4	we	we	PRON
spir-8832	36	5	propose	propose	VERB
spir-8832	36	6	to	to	PART
spir-8832	36	7	start	start	VERB
spir-8832	36	8	from	from	ADP
spir-8832	36	9	a	a	DET
spir-8832	36	10	random	random	ADJ
spir-8832	36	11	sample	sample	NOUN
spir-8832	36	12	of	of	ADP
spir-8832	36	13	twitter	twitter	NOUN
spir-8832	36	14	messages	message	NOUN
spir-8832	36	15	for	for	ADP
spir-8832	36	16	which	which	PRON
spir-8832	36	17	we	we	PRON
spir-8832	36	18	count	count	VERB
spir-8832	36	19	retweets	retweet	NOUN
spir-8832	36	20	and	and	CCONJ
spir-8832	36	21	calculate	calculate	NOUN
spir-8832	36	22	network	network	NOUN
spir-8832	36	23	measures	measure	NOUN
spir-8832	36	24	(	(	PUNCT
spir-8832	36	25	such	such	ADJ
spir-8832	36	26	as	as	SCONJ
spir-8832	36	27	presented	present	VERB
spir-8832	36	28	in	in	ADP
spir-8832	36	29	figure	figure	NOUN
spir-8832	36	30	1	1	NUM
spir-8832	36	31	)	)	PUNCT
spir-8832	36	32	.	.	PUNCT
spir-8832	37	1	these	these	DET
spir-8832	37	2	measures	measure	NOUN
spir-8832	37	3	could	could	AUX
spir-8832	37	4	serve	serve	VERB
spir-8832	37	5	as	as	ADP
spir-8832	37	6	a	a	DET
spir-8832	37	7	baseline	baseline	NOUN
spir-8832	37	8	to	to	PART
spir-8832	37	9	compare	compare	VERB
spir-8832	37	10	our	our	PRON
spir-8832	37	11	results	result	NOUN
spir-8832	37	12	,	,	PUNCT
spir-8832	37	13	as	as	ADV
spir-8832	37	14	well	well	ADV
spir-8832	37	15	as	as	ADP
spir-8832	37	16	other	other	ADJ
spir-8832	37	17	work	work	NOUN
spir-8832	37	18	on	on	ADP
spir-8832	37	19	retweet	retweet	NOUN
spir-8832	37	20	networks	network	NOUN
spir-8832	37	21	.	.	PUNCT
spir-8832	38	1	at	at	ADP
spir-8832	38	2	the	the	DET
spir-8832	38	3	conference	conference	NOUN
spir-8832	38	4	,	,	PUNCT
spir-8832	38	5	we	we	PRON
spir-8832	38	6	will	will	AUX
spir-8832	38	7	be	be	AUX
spir-8832	38	8	presenting	present	VERB
spir-8832	38	9	preliminary	preliminary	ADJ
spir-8832	38	10	results	result	NOUN
spir-8832	38	11	based	base	VERB
spir-8832	38	12	on	on	ADP
spir-8832	38	13	the	the	DET
spir-8832	38	14	data	datum	NOUN
spir-8832	38	15	already	already	ADV
spir-8832	38	16	collected	collect	VERB
spir-8832	38	17	.	.	PUNCT
spir-8832	39	1	more	more	ADJ
spir-8832	39	2	in	in	ADP
spir-8832	39	3	general	general	ADJ
spir-8832	39	4	,	,	PUNCT
spir-8832	39	5	we	we	PRON
spir-8832	39	6	construction	construction	NOUN
spir-8832	39	7	of	of	ADP
spir-8832	39	8	a	a	DET
spir-8832	39	9	reliable	reliable	ADJ
spir-8832	39	10	baselines	baseline	NOUN
spir-8832	39	11	for	for	ADP
spir-8832	39	12	twitter	twitter	NOUN
spir-8832	39	13	research	research	NOUN
spir-8832	39	14	an	an	DET
spir-8832	39	15	important	important	ADJ
spir-8832	39	16	contribution	contribution	NOUN
spir-8832	39	17	to	to	ADP
spir-8832	39	18	the	the	DET
spir-8832	39	19	formalization	formalization	NOUN
spir-8832	39	20	of	of	ADP
spir-8832	39	21	the	the	DET
spir-8832	39	22	field	field	NOUN
spir-8832	39	23	of	of	ADP
spir-8832	39	24	twitter	twitter	NOUN
spir-8832	39	25	research	research	NOUN
spir-8832	39	26	.	.	PUNCT
spir-8832	40	1	references	reference	NOUN
spir-8832	40	2	bruns	brun	NOUN
spir-8832	40	3	,	,	PUNCT
spir-8832	40	4	a.	a.	NOUN
spir-8832	40	5	,	,	PUNCT
spir-8832	40	6	&	&	CCONJ
spir-8832	40	7	moe	moe	PROPN
spir-8832	40	8	,	,	PUNCT
spir-8832	40	9	h.	h.	PROPN
spir-8832	40	10	(	(	PUNCT
spir-8832	40	11	2014	2014	NUM
spir-8832	40	12	)	)	PUNCT
spir-8832	40	13	.	.	PUNCT
spir-8832	41	1	structural	structural	ADJ
spir-8832	41	2	layers	layer	NOUN
spir-8832	41	3	of	of	ADP
spir-8832	41	4	communication	communication	NOUN
spir-8832	41	5	on	on	ADP
spir-8832	41	6	twitter	twitter	NOUN
spir-8832	41	7	.	.	PUNCT
spir-8832	42	1	in	in	ADP
spir-8832	42	2	k.	k.	PROPN
spir-8832	42	3	weller	weller	PROPN
spir-8832	42	4	,	,	PUNCT
spir-8832	42	5	a.	a.	NOUN
spir-8832	42	6	bruns	bruns	PROPN
spir-8832	42	7	,	,	PUNCT
spir-8832	42	8	j.	j.	PROPN
spir-8832	42	9	burgess	burgess	PROPN
spir-8832	42	10	,	,	PUNCT
spir-8832	42	11	m.	m.	NOUN
spir-8832	42	12	mahrt	mahrt	PROPN
spir-8832	42	13	,	,	PUNCT
spir-8832	42	14	&	&	CCONJ
spir-8832	42	15	c.	c.	PROPN
spir-8832	42	16	puschmann	puschmann	PROPN
spir-8832	42	17	(	(	PUNCT
spir-8832	42	18	eds	ed	NOUN
spir-8832	42	19	.	.	PUNCT
spir-8832	42	20	)	)	PUNCT
spir-8832	42	21	,	,	PUNCT
spir-8832	42	22	twitter	twitter	NOUN
spir-8832	42	23	and	and	CCONJ
spir-8832	42	24	society	society	NOUN
spir-8832	42	25	(	(	PUNCT
spir-8832	42	26	pp	pp	ADV
spir-8832	42	27	.	.	PUNCT
spir-8832	43	1	15	15	NUM
spir-8832	43	2	28	28	NUM
spir-8832	43	3	)	)	PUNCT
spir-8832	43	4	.	.	PUNCT
spir-8832	44	1	new	new	PROPN
spir-8832	44	2	york	york	PROPN
spir-8832	44	3	:	:	PUNCT
spir-8832	44	4	peter	peter	PROPN
spir-8832	44	5	lang	lang	PROPN
spir-8832	44	6	.	.	PUNCT
spir-8832	45	1	csardi	csardi	PROPN
spir-8832	45	2	g	g	PROPN
spir-8832	45	3	,	,	PUNCT
spir-8832	45	4	&	&	CCONJ
spir-8832	45	5	nepusz	nepusz	PROPN
spir-8832	45	6	t.	t.	PROPN
spir-8832	45	7	(	(	PUNCT
spir-8832	45	8	2006	2006	NUM
spir-8832	45	9	)	)	PUNCT
spir-8832	45	10	.	.	PUNCT
spir-8832	46	1	the	the	DET
spir-8832	46	2	igraph	igraph	PROPN
spir-8832	46	3	software	software	NOUN
spir-8832	46	4	package	package	NOUN
spir-8832	46	5	for	for	ADP
spir-8832	46	6	complex	complex	ADJ
spir-8832	46	7	network	network	NOUN
spir-8832	46	8	research	research	NOUN
spir-8832	46	9	.	.	PUNCT
spir-8832	47	1	interjournal	interjournal	ADJ
spir-8832	47	2	,	,	PUNCT
spir-8832	47	3	complex	complex	ADJ
spir-8832	47	4	systems	system	NOUN
spir-8832	47	5	1695	1695	NUM
spir-8832	47	6	.	.	PUNCT
spir-8832	48	1	http://igraph.org	http://igraph.org	PROPN
spir-8832	48	2	gentry	gentry	NOUN
spir-8832	48	3	,	,	PUNCT
spir-8832	48	4	j.	j.	PROPN
spir-8832	48	5	(	(	PUNCT
spir-8832	48	6	2015	2015	NUM
spir-8832	48	7	)	)	PUNCT
spir-8832	48	8	.	.	PUNCT
spir-8832	49	1	twitter	twitter	NOUN
spir-8832	49	2	:	:	PUNCT
spir-8832	49	3	r	r	NOUN
spir-8832	49	4	based	base	VERB
spir-8832	49	5	twitter	twitter	NOUN
spir-8832	49	6	client	client	NOUN
spir-8832	49	7	.	.	PUNCT
spir-8832	50	1	r	r	NOUN
spir-8832	50	2	package	package	NOUN
spir-8832	50	3	version	version	NOUN
spir-8832	50	4	1.1.9	1.1.9	NUM
spir-8832	50	5	.	.	PUNCT
spir-8832	51	1	http://cran.r-project.org/package=twitter	http://cran.r-project.org/package=twitter	PROPN
spir-8832	51	2	singer	singer	NOUN
spir-8832	51	3	,	,	PUNCT
spir-8832	51	4	j.	j.	PROPN
spir-8832	51	5	b.	b.	PROPN
spir-8832	51	6	(	(	PUNCT
spir-8832	51	7	2014	2014	NUM
spir-8832	51	8	)	)	PUNCT
spir-8832	51	9	.	.	PUNCT
spir-8832	52	1	user	user	NOUN
spir-8832	52	2	-	-	PUNCT
spir-8832	52	3	generated	generate	VERB
spir-8832	52	4	visibility	visibility	NOUN
spir-8832	52	5	:	:	PUNCT
spir-8832	52	6	secondary	secondary	ADJ
spir-8832	52	7	gatekeeping	gatekeeping	NOUN
spir-8832	52	8	in	in	ADP
spir-8832	52	9	a	a	DET
spir-8832	52	10	shared	share	VERB
spir-8832	52	11	media	medium	NOUN
spir-8832	52	12	space	space	NOUN
spir-8832	52	13	.	.	PUNCT
spir-8832	53	1	new	new	ADJ
spir-8832	53	2	media	medium	NOUN
spir-8832	53	3	&	&	CCONJ
spir-8832	53	4	society	society	NOUN
spir-8832	53	5	,	,	PUNCT
spir-8832	53	6	16(1	16(1	NUM
spir-8832	53	7	)	)	PUNCT
spir-8832	53	8	,	,	PUNCT
spir-8832	53	9	55	55	NUM
spir-8832	53	10	73	73	NUM
spir-8832	53	11	.	.	PUNCT
spir-8832	54	1	tandoc	tandoc	PROPN
spir-8832	54	2	,	,	PUNCT
spir-8832	54	3	e.	e.	PROPN
spir-8832	54	4	c.	c.	PROPN
spir-8832	54	5	,	,	PUNCT
spir-8832	54	6	&	&	CCONJ
spir-8832	54	7	vos	vos	PROPN
spir-8832	54	8	,	,	PUNCT
spir-8832	54	9	t.	t.	PROPN
spir-8832	54	10	(	(	PUNCT
spir-8832	54	11	2015	2015	NUM
spir-8832	54	12	)	)	PUNCT
spir-8832	54	13	.	.	PUNCT
spir-8832	55	1	the	the	DET
spir-8832	55	2	journalist	journalist	NOUN
spir-8832	55	3	is	be	AUX
spir-8832	55	4	marketing	market	VERB
spir-8832	55	5	the	the	DET
spir-8832	55	6	news	news	NOUN
spir-8832	55	7	.	.	PUNCT
spir-8832	56	1	journalism	journalism	NOUN
spir-8832	56	2	practice	practice	NOUN
spir-8832	56	3	,	,	PUNCT
spir-8832	56	4	0(0	0(0	NUM
spir-8832	56	5	)	)	PUNCT
spir-8832	56	6	,	,	PUNCT
spir-8832	56	7	1	1	NUM
spir-8832	56	8	17	17	NUM
spir-8832	56	9	.	.	PUNCT
spir-8832	56	10	http://doi.org/10.1080/17512786.2015.1087811	http://doi.org/10.1080/17512786.2015.1087811	PUNCT