id	sid	tid	token	lemma	pos
spir-10998	1	1	selected	select	VERB
spir-10998	1	2	papers	paper	NOUN
spir-10998	1	3	of	of	ADP
spir-10998	1	4	#	#	SYM
spir-10998	1	5	aoir2019	aoir2019	PROPN
spir-10998	1	6	:	:	PUNCT
spir-10998	1	7	the	the	DET
spir-10998	1	8	20th	20th	ADJ
spir-10998	1	9	annual	annual	ADJ
spir-10998	1	10	conference	conference	NOUN
spir-10998	1	11	of	of	ADP
spir-10998	1	12	the	the	DET
spir-10998	1	13	association	association	NOUN
spir-10998	1	14	of	of	ADP
spir-10998	1	15	internet	internet	NOUN
spir-10998	1	16	researchers	researcher	NOUN
spir-10998	1	17	brisbane	brisbane	NOUN
spir-10998	1	18	,	,	PUNCT
spir-10998	1	19	australia	australia	PROPN
spir-10998	1	20	/	/	SYM
spir-10998	1	21	2	2	NUM
spir-10998	1	22	-	-	SYM
spir-10998	1	23	5	5	NUM
spir-10998	1	24	october	october	NOUN
spir-10998	1	25	2019	2019	NUM
spir-10998	1	26	suggested	suggest	VERB
spir-10998	1	27	citation	citation	NOUN
spir-10998	1	28	(	(	PUNCT
spir-10998	1	29	apa	apa	PROPN
spir-10998	1	30	):	):	PUNCT
spir-10998	1	31	kristensen	kristensen	PROPN
spir-10998	1	32	,	,	PUNCT
spir-10998	1	33	j.	j.	PROPN
spir-10998	1	34	(	(	PUNCT
spir-10998	1	35	2019	2019	NUM
spir-10998	1	36	,	,	PUNCT
spir-10998	1	37	october	october	PROPN
spir-10998	1	38	2	2	NUM
spir-10998	1	39	-	-	SYM
spir-10998	1	40	5	5	NUM
spir-10998	1	41	)	)	PUNCT
spir-10998	1	42	.	.	PUNCT
spir-10998	2	1	making	make	VERB
spir-10998	2	2	the	the	DET
spir-10998	2	3	unseen	unseen	ADJ
spir-10998	2	4	visible	visible	ADJ
spir-10998	2	5	:	:	PUNCT
spir-10998	2	6	exploring	explore	VERB
spir-10998	2	7	crosscutting	crosscut	VERB
spir-10998	2	8	social	social	ADJ
spir-10998	2	9	media	medium	NOUN
spir-10998	2	10	publics	public	NOUN
spir-10998	2	11	and	and	CCONJ
spir-10998	2	12	their	their	PRON
spir-10998	2	13	sociopolitical	sociopolitical	ADJ
spir-10998	2	14	traits	trait	NOUN
spir-10998	2	15	.	.	PUNCT
spir-10998	3	1	paper	paper	NOUN
spir-10998	3	2	presented	present	VERB
spir-10998	3	3	at	at	ADP
spir-10998	3	4	aoir	aoir	NOUN
spir-10998	3	5	2019	2019	NUM
spir-10998	3	6	:	:	PUNCT
spir-10998	3	7	the	the	DET
spir-10998	3	8	20th	20th	ADJ
spir-10998	3	9	annual	annual	ADJ
spir-10998	3	10	conference	conference	NOUN
spir-10998	3	11	of	of	ADP
spir-10998	3	12	the	the	DET
spir-10998	3	13	association	association	NOUN
spir-10998	3	14	of	of	ADP
spir-10998	3	15	internet	internet	NOUN
spir-10998	3	16	researchers	researcher	NOUN
spir-10998	3	17	.	.	PUNCT
spir-10998	4	1	brisbane	brisbane	PROPN
spir-10998	4	2	,	,	PUNCT
spir-10998	4	3	australia	australia	PROPN
spir-10998	4	4	:	:	PUNCT
spir-10998	4	5	aoir	aoir	NOUN
spir-10998	4	6	.	.	PUNCT
spir-10998	4	7	retrieved	retrieve	VERB
spir-10998	4	8	from	from	ADP
spir-10998	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-10998	4	10	.	.	PUNCT
spir-10998	5	1	making	make	VERB
spir-10998	5	2	the	the	DET
spir-10998	5	3	unseen	unseen	ADJ
spir-10998	5	4	visible	visible	ADJ
spir-10998	5	5	:	:	PUNCT
spir-10998	5	6	exploring	explore	VERB
spir-10998	5	7	crosscutting	crosscut	VERB
spir-10998	5	8	social	social	ADJ
spir-10998	5	9	media	medium	NOUN
spir-10998	5	10	publics	public	NOUN
spir-10998	5	11	and	and	CCONJ
spir-10998	5	12	their	their	PRON
spir-10998	5	13	sociopolitical	sociopolitical	ADJ
spir-10998	5	14	traits	trait	NOUN
spir-10998	5	15	jakob	jakob	PROPN
spir-10998	5	16	bæk	bæk	PROPN
spir-10998	5	17	kristensen	kristensen	PROPN
spir-10998	5	18	university	university	PROPN
spir-10998	5	19	of	of	ADP
spir-10998	5	20	canterbury	canterbury	PROPN
spir-10998	5	21	,	,	PUNCT
spir-10998	5	22	new	new	PROPN
spir-10998	5	23	zealand	zealand	PROPN
spir-10998	5	24	introduction	introduction	NOUN
spir-10998	5	25	the	the	DET
spir-10998	5	26	potential	potential	NOUN
spir-10998	5	27	of	of	ADP
spir-10998	5	28	increased	increase	VERB
spir-10998	5	29	connectivity	connectivity	NOUN
spir-10998	5	30	between	between	ADP
spir-10998	5	31	people	people	NOUN
spir-10998	5	32	has	have	AUX
spir-10998	5	33	been	be	AUX
spir-10998	5	34	a	a	DET
spir-10998	5	35	main	main	ADJ
spir-10998	5	36	topic	topic	NOUN
spir-10998	5	37	of	of	ADP
spir-10998	5	38	discussion	discussion	NOUN
spir-10998	5	39	in	in	ADP
spir-10998	5	40	media	medium	NOUN
spir-10998	5	41	and	and	CCONJ
spir-10998	5	42	communications	communication	NOUN
spir-10998	5	43	research	research	NOUN
spir-10998	5	44	since	since	SCONJ
spir-10998	5	45	the	the	DET
spir-10998	5	46	popularization	popularization	NOUN
spir-10998	5	47	of	of	ADP
spir-10998	5	48	the	the	DET
spir-10998	5	49	internet	internet	NOUN
spir-10998	5	50	,	,	PUNCT
spir-10998	5	51	and	and	CCONJ
spir-10998	5	52	especially	especially	ADV
spir-10998	5	53	since	since	SCONJ
spir-10998	5	54	the	the	DET
spir-10998	5	55	web	web	NOUN
spir-10998	5	56	2.0	2.0	NUM
spir-10998	5	57	revolution	revolution	NOUN
spir-10998	5	58	and	and	CCONJ
spir-10998	5	59	the	the	DET
spir-10998	5	60	rise	rise	NOUN
spir-10998	5	61	of	of	ADP
spir-10998	5	62	social	social	ADJ
spir-10998	5	63	media	medium	NOUN
spir-10998	5	64	.	.	PUNCT
spir-10998	6	1	however	however	ADV
spir-10998	6	2	,	,	PUNCT
spir-10998	6	3	it	it	PRON
spir-10998	6	4	is	be	AUX
spir-10998	6	5	not	not	PART
spir-10998	6	6	easy	easy	ADJ
spir-10998	6	7	to	to	PART
spir-10998	6	8	make	make	VERB
spir-10998	6	9	claims	claim	NOUN
spir-10998	6	10	about	about	ADP
spir-10998	6	11	the	the	DET
spir-10998	6	12	effects	effect	NOUN
spir-10998	6	13	and	and	CCONJ
spir-10998	6	14	emergent	emergent	ADJ
spir-10998	6	15	properties	property	NOUN
spir-10998	6	16	of	of	ADP
spir-10998	6	17	such	such	ADJ
spir-10998	6	18	digitally	digitally	ADV
spir-10998	6	19	enhanced	enhance	VERB
spir-10998	6	20	connectivity	connectivity	NOUN
spir-10998	6	21	.	.	PUNCT
spir-10998	7	1	two	two	NUM
spir-10998	7	2	somewhat	somewhat	ADV
spir-10998	7	3	clashing	clashing	ADJ
spir-10998	7	4	traits	trait	NOUN
spir-10998	7	5	of	of	ADP
spir-10998	7	6	digital	digital	ADJ
spir-10998	7	7	media	medium	NOUN
spir-10998	7	8	are	be	AUX
spir-10998	7	9	1	1	NUM
spir-10998	7	10	)	)	PUNCT
spir-10998	7	11	the	the	DET
spir-10998	7	12	increased	increase	VERB
spir-10998	7	13	complexity	complexity	NOUN
spir-10998	7	14	with	with	ADP
spir-10998	7	15	which	which	PRON
spir-10998	7	16	we	we	PRON
spir-10998	7	17	find	find	VERB
spir-10998	7	18	and	and	CCONJ
spir-10998	7	19	appropriate	appropriate	ADJ
spir-10998	7	20	information	information	NOUN
spir-10998	7	21	and	and	CCONJ
spir-10998	7	22	form	form	NOUN
spir-10998	7	23	opinions	opinion	NOUN
spir-10998	7	24	about	about	ADP
spir-10998	7	25	the	the	DET
spir-10998	7	26	world	world	NOUN
spir-10998	7	27	(	(	PUNCT
spir-10998	7	28	edgerly	edgerly	ADV
spir-10998	7	29	,	,	PUNCT
spir-10998	7	30	thorson	thorson	PROPN
spir-10998	7	31	,	,	PUNCT
spir-10998	7	32	bighash	bighash	NOUN
spir-10998	7	33	&	&	CCONJ
spir-10998	7	34	hannah	hannah	PROPN
spir-10998	7	35	,	,	PUNCT
spir-10998	7	36	2016	2016	NUM
spir-10998	7	37	)	)	PUNCT
spir-10998	7	38	and	and	CCONJ
spir-10998	7	39	2	2	X
spir-10998	7	40	)	)	PUNCT
spir-10998	7	41	the	the	DET
spir-10998	7	42	increased	increase	VERB
spir-10998	7	43	amount	amount	NOUN
spir-10998	7	44	of	of	ADP
spir-10998	7	45	digital	digital	ADJ
spir-10998	7	46	traces	trace	NOUN
spir-10998	7	47	we	we	PRON
spir-10998	7	48	leave	leave	VERB
spir-10998	7	49	behind	behind	ADV
spir-10998	7	50	when	when	SCONJ
spir-10998	7	51	engaging	engage	VERB
spir-10998	7	52	with	with	ADP
spir-10998	7	53	online	online	ADJ
spir-10998	7	54	materials	material	NOUN
spir-10998	7	55	(	(	PUNCT
spir-10998	7	56	jensen	jensen	PROPN
spir-10998	7	57	,	,	PUNCT
spir-10998	7	58	2013	2013	NUM
spir-10998	7	59	)	)	PUNCT
spir-10998	7	60	.	.	PUNCT
spir-10998	8	1	while	while	SCONJ
spir-10998	8	2	the	the	DET
spir-10998	8	3	first	first	ADJ
spir-10998	8	4	undoubtedly	undoubtedly	ADV
spir-10998	8	5	makes	make	VERB
spir-10998	8	6	media	medium	NOUN
spir-10998	8	7	and	and	CCONJ
spir-10998	8	8	communication	communication	NOUN
spir-10998	8	9	practices	practice	NOUN
spir-10998	8	10	more	more	ADV
spir-10998	8	11	complex	complex	ADJ
spir-10998	8	12	to	to	PART
spir-10998	8	13	comprehend	comprehend	VERB
spir-10998	8	14	,	,	PUNCT
spir-10998	8	15	the	the	DET
spir-10998	8	16	second	second	NOUN
spir-10998	8	17	should	should	AUX
spir-10998	8	18	theoretically	theoretically	ADV
spir-10998	8	19	provide	provide	VERB
spir-10998	8	20	additional	additional	ADJ
spir-10998	8	21	opportunities	opportunity	NOUN
spir-10998	8	22	for	for	ADP
spir-10998	8	23	reaching	reach	VERB
spir-10998	8	24	a	a	DET
spir-10998	8	25	deeper	deep	ADJ
spir-10998	8	26	understanding	understanding	NOUN
spir-10998	8	27	of	of	ADP
spir-10998	8	28	said	say	VERB
spir-10998	8	29	complexity	complexity	NOUN
spir-10998	8	30	.	.	PUNCT
spir-10998	9	1	however	however	ADV
spir-10998	9	2	,	,	PUNCT
spir-10998	9	3	bigger	big	ADJ
spir-10998	9	4	data	datum	NOUN
spir-10998	9	5	does	do	AUX
spir-10998	9	6	not	not	PART
spir-10998	9	7	always	always	ADV
spir-10998	9	8	provide	provide	VERB
spir-10998	9	9	more	more	ADV
spir-10998	9	10	accurate	accurate	ADJ
spir-10998	9	11	knowledge	knowledge	NOUN
spir-10998	9	12	and	and	CCONJ
spir-10998	9	13	researchers	researcher	NOUN
spir-10998	9	14	still	still	ADV
spir-10998	9	15	need	need	VERB
spir-10998	9	16	to	to	PART
spir-10998	9	17	make	make	VERB
spir-10998	9	18	choices	choice	NOUN
spir-10998	9	19	that	that	PRON
spir-10998	9	20	greatly	greatly	ADV
spir-10998	9	21	affect	affect	VERB
spir-10998	9	22	the	the	DET
spir-10998	9	23	results	result	NOUN
spir-10998	9	24	(	(	PUNCT
spir-10998	9	25	boyd	boyd	PROPN
spir-10998	9	26	&	&	CCONJ
spir-10998	9	27	crawford	crawford	PROPN
spir-10998	9	28	,	,	PUNCT
spir-10998	9	29	2012	2012	NUM
spir-10998	9	30	)	)	PUNCT
spir-10998	9	31	.	.	PUNCT
spir-10998	10	1	this	this	DET
spir-10998	10	2	paper	paper	NOUN
spir-10998	10	3	combines	combine	VERB
spir-10998	10	4	sociodemographic	sociodemographic	ADJ
spir-10998	10	5	and	and	CCONJ
spir-10998	10	6	political	political	ADJ
spir-10998	10	7	classifications	classification	NOUN
spir-10998	10	8	of	of	ADP
spir-10998	10	9	social	social	ADJ
spir-10998	10	10	media	medium	NOUN
spir-10998	10	11	users	user	NOUN
spir-10998	10	12	based	base	VERB
spir-10998	10	13	on	on	ADP
spir-10998	10	14	surveys	survey	NOUN
spir-10998	10	15	with	with	ADP
spir-10998	10	16	network	network	NOUN
spir-10998	10	17	clustering	cluster	VERB
spir-10998	10	18	techniques	technique	NOUN
spir-10998	10	19	in	in	ADP
spir-10998	10	20	order	order	NOUN
spir-10998	10	21	to	to	PART
spir-10998	10	22	preserve	preserve	VERB
spir-10998	10	23	the	the	DET
spir-10998	10	24	full	full	ADJ
spir-10998	10	25	-	-	PUNCT
spir-10998	10	26	scale	scale	NOUN
spir-10998	10	27	complexity	complexity	NOUN
spir-10998	10	28	of	of	ADP
spir-10998	10	29	digital	digital	ADJ
spir-10998	10	30	interactions	interaction	NOUN
spir-10998	10	31	while	while	SCONJ
spir-10998	10	32	eliciting	elicit	VERB
spir-10998	10	33	patterns	pattern	NOUN
spir-10998	10	34	relating	relate	VERB
spir-10998	10	35	to	to	ADP
spir-10998	10	36	concrete	concrete	ADJ
spir-10998	10	37	sociopolitical	sociopolitical	ADJ
spir-10998	10	38	properties	property	NOUN
spir-10998	10	39	.	.	PUNCT
spir-10998	11	1	motivation	motivation	NOUN
spir-10998	11	2	and	and	CCONJ
spir-10998	11	3	previous	previous	ADJ
spir-10998	11	4	research	research	NOUN
spir-10998	11	5	for	for	ADP
spir-10998	11	6	the	the	DET
spir-10998	11	7	better	well	ADJ
spir-10998	11	8	part	part	NOUN
spir-10998	11	9	of	of	ADP
spir-10998	11	10	a	a	DET
spir-10998	11	11	decade	decade	NOUN
spir-10998	11	12	scholars	scholar	NOUN
spir-10998	11	13	have	have	AUX
spir-10998	11	14	been	be	AUX
spir-10998	11	15	using	use	VERB
spir-10998	11	16	the	the	DET
spir-10998	11	17	digital	digital	ADJ
spir-10998	11	18	breadcrumbs	breadcrumb	NOUN
spir-10998	11	19	of	of	ADP
spir-10998	11	20	peoples	people	NOUN
spir-10998	11	21	'	'	PART
spir-10998	11	22	online	online	ADJ
spir-10998	11	23	behavior	behavior	NOUN
spir-10998	11	24	to	to	PART
spir-10998	11	25	study	study	VERB
spir-10998	11	26	media	medium	NOUN
spir-10998	11	27	use	use	NOUN
spir-10998	11	28	in	in	ADP
spir-10998	11	29	various	various	ADJ
spir-10998	11	30	contexts	contexts	NOUN
spir-10998	11	31	.	.	PUNCT
spir-10998	12	1	this	this	DET
spir-10998	12	2	paper	paper	NOUN
spir-10998	12	3	draws	draw	VERB
spir-10998	12	4	on	on	ADP
spir-10998	12	5	two	two	NUM
spir-10998	12	6	kinds	kind	NOUN
spir-10998	12	7	of	of	ADP
spir-10998	12	8	previous	previous	ADJ
spir-10998	12	9	studies	study	NOUN
spir-10998	12	10	,	,	PUNCT
spir-10998	12	11	those	those	PRON
spir-10998	12	12	that	that	PRON
spir-10998	12	13	make	make	VERB
spir-10998	12	14	classifications	classification	NOUN
spir-10998	12	15	and	and	CCONJ
spir-10998	12	16	those	those	PRON
spir-10998	12	17	that	that	PRON
spir-10998	12	18	find	find	VERB
spir-10998	12	19	clusters	cluster	NOUN
spir-10998	12	20	.	.	PUNCT
spir-10998	13	1	an	an	DET
spir-10998	13	2	example	example	NOUN
spir-10998	13	3	of	of	ADP
spir-10998	13	4	the	the	DET
spir-10998	13	5	latter	latter	ADJ
spir-10998	13	6	is	be	AUX
spir-10998	13	7	bruns	brun	NOUN
spir-10998	13	8	,	,	PUNCT
spir-10998	13	9	moon	moon	NOUN
spir-10998	13	10	and	and	CCONJ
spir-10998	13	11	münch	münch	NOUN
spir-10998	13	12	(	(	PUNCT
spir-10998	13	13	2017	2017	NUM
spir-10998	13	14	)	)	PUNCT
spir-10998	13	15	who	who	PRON
spir-10998	13	16	mapped	map	VERB
spir-10998	13	17	a	a	DET
spir-10998	13	18	significant	significant	ADJ
spir-10998	13	19	subsample	subsample	NOUN
spir-10998	13	20	of	of	ADP
spir-10998	13	21	the	the	DET
spir-10998	13	22	australian	australian	ADJ
spir-10998	13	23	twittersphere	twittersphere	NOUN
spir-10998	13	24	showing	show	VERB
spir-10998	13	25	the	the	DET
spir-10998	13	26	emergence	emergence	NOUN
spir-10998	13	27	and	and	CCONJ
spir-10998	13	28	development	development	NOUN
spir-10998	13	29	of	of	ADP
spir-10998	13	30	how	how	SCONJ
spir-10998	13	31	certain	certain	ADJ
spir-10998	13	32	groups	group	NOUN
spir-10998	13	33	of	of	ADP
spir-10998	13	34	users	user	NOUN
spir-10998	13	35	cluster	cluster	PROPN
spir-10998	13	36	together	together	ADV
spir-10998	13	37	based	base	VERB
spir-10998	13	38	on	on	ADP
spir-10998	13	39	how	how	SCONJ
spir-10998	13	40	much	much	ADJ
spir-10998	13	41	they	they	PRON
spir-10998	13	42	interact	interact	VERB
spir-10998	13	43	with	with	ADP
spir-10998	13	44	each	each	DET
spir-10998	13	45	other	other	ADJ
spir-10998	13	46	.	.	PUNCT
spir-10998	14	1	in	in	ADP
spir-10998	14	2	that	that	DET
spir-10998	14	3	study	study	NOUN
spir-10998	14	4	however	however	ADV
spir-10998	14	5	,	,	PUNCT
spir-10998	14	6	there	there	PRON
spir-10998	14	7	is	be	VERB
spir-10998	14	8	little	little	ADJ
spir-10998	14	9	additional	additional	ADJ
spir-10998	14	10	information	information	NOUN
spir-10998	14	11	about	about	ADP
spir-10998	14	12	the	the	DET
spir-10998	14	13	users	user	NOUN
spir-10998	14	14	in	in	ADP
spir-10998	14	15	each	each	DET
spir-10998	14	16	cluster	cluster	NOUN
spir-10998	14	17	.	.	PUNCT
spir-10998	15	1	in	in	ADP
spir-10998	15	2	contrast	contrast	NOUN
spir-10998	15	3	,	,	PUNCT
spir-10998	15	4	other	other	ADJ
spir-10998	15	5	studies	study	NOUN
spir-10998	15	6	have	have	AUX
spir-10998	15	7	shown	show	VERB
spir-10998	15	8	that	that	SCONJ
spir-10998	15	9	accurate	accurate	ADJ
spir-10998	15	10	classifications	classification	NOUN
spir-10998	15	11	regarding	regard	VERB
spir-10998	15	12	personality	personality	NOUN
spir-10998	15	13	,	,	PUNCT
spir-10998	15	14	voting	vote	VERB
spir-10998	15	15	intention	intention	NOUN
spir-10998	15	16	and	and	CCONJ
spir-10998	15	17	various	various	ADJ
spir-10998	15	18	other	other	ADJ
spir-10998	15	19	socio	socio	NOUN
spir-10998	15	20	-	-	ADJ
spir-10998	15	21	demographic	demographic	ADJ
spir-10998	15	22	features	feature	NOUN
spir-10998	15	23	can	can	AUX
spir-10998	15	24	be	be	AUX
spir-10998	15	25	made	make	VERB
spir-10998	15	26	from	from	ADP
spir-10998	15	27	digital	digital	ADJ
spir-10998	15	28	trace	trace	NOUN
spir-10998	15	29	data	datum	NOUN
spir-10998	15	30	(	(	PUNCT
spir-10998	15	31	youyou	youyou	PROPN
spir-10998	15	32	,	,	PUNCT
spir-10998	15	33	kosinski	kosinski	PROPN
spir-10998	15	34	and	and	CCONJ
spir-10998	15	35	stillwell	stillwell	PROPN
spir-10998	15	36	,	,	PUNCT
spir-10998	15	37	2015	2015	NUM
spir-10998	15	38	)	)	PUNCT
spir-10998	15	39	.	.	PUNCT
spir-10998	16	1	the	the	DET
spir-10998	16	2	motivation	motivation	NOUN
spir-10998	16	3	behind	behind	ADP
spir-10998	16	4	this	this	DET
spir-10998	16	5	paper	paper	NOUN
spir-10998	16	6	is	be	AUX
spir-10998	16	7	that	that	SCONJ
spir-10998	16	8	,	,	PUNCT
spir-10998	16	9	although	although	SCONJ
spir-10998	16	10	the	the	DET
spir-10998	16	11	purpose	purpose	NOUN
spir-10998	16	12	behind	behind	ADP
spir-10998	16	13	the	the	DET
spir-10998	16	14	two	two	NUM
spir-10998	16	15	studies	study	NOUN
spir-10998	16	16	mentioned	mention	VERB
spir-10998	16	17	above	above	ADV
spir-10998	16	18	are	be	AUX
spir-10998	16	19	very	very	ADV
spir-10998	16	20	different	different	ADJ
spir-10998	16	21	,	,	PUNCT
spir-10998	16	22	the	the	DET
spir-10998	16	23	two	two	NUM
spir-10998	16	24	approaches	approach	NOUN
spir-10998	16	25	can	can	AUX
spir-10998	16	26	be	be	AUX
spir-10998	16	27	combined	combine	VERB
spir-10998	16	28	in	in	ADP
spir-10998	16	29	a	a	DET
spir-10998	16	30	way	way	NOUN
spir-10998	16	31	that	that	PRON
spir-10998	16	32	potentially	potentially	ADV
spir-10998	16	33	allows	allow	VERB
spir-10998	16	34	one	one	PRON
spir-10998	16	35	to	to	PART
spir-10998	16	36	explore	explore	VERB
spir-10998	16	37	previously	previously	ADV
spir-10998	16	38	unseen	unseen	ADJ
spir-10998	16	39	patterns	pattern	NOUN
spir-10998	16	40	.	.	PUNCT
spir-10998	17	1	retaining	retain	VERB
spir-10998	17	2	a	a	DET
spir-10998	17	3	lot	lot	NOUN
spir-10998	17	4	of	of	ADP
spir-10998	17	5	the	the	DET
spir-10998	17	6	complexity	complexity	NOUN
spir-10998	17	7	by	by	ADP
spir-10998	17	8	mapping	map	VERB
spir-10998	17	9	all	all	DET
spir-10998	17	10	interactions	interaction	NOUN
spir-10998	17	11	and	and	CCONJ
spir-10998	17	12	looking	look	VERB
spir-10998	17	13	for	for	ADP
spir-10998	17	14	clusters	cluster	NOUN
spir-10998	17	15	that	that	PRON
spir-10998	17	16	arise	arise	VERB
spir-10998	17	17	naturally	naturally	ADV
spir-10998	17	18	from	from	ADP
spir-10998	17	19	these	these	DET
spir-10998	17	20	while	while	NOUN
spir-10998	17	21	at	at	ADP
spir-10998	17	22	the	the	DET
spir-10998	17	23	same	same	ADJ
spir-10998	17	24	time	time	NOUN
spir-10998	17	25	making	make	VERB
spir-10998	17	26	predictions	prediction	NOUN
spir-10998	17	27	about	about	ADP
spir-10998	17	28	different	different	ADJ
spir-10998	17	29	sociopolitical	sociopolitical	ADJ
spir-10998	17	30	traits	trait	NOUN
spir-10998	17	31	of	of	ADP
spir-10998	17	32	the	the	DET
spir-10998	17	33	users	user	NOUN
spir-10998	17	34	provides	provide	VERB
spir-10998	17	35	the	the	DET
spir-10998	17	36	opportunity	opportunity	NOUN
spir-10998	17	37	for	for	ADP
spir-10998	17	38	looking	look	VERB
spir-10998	17	39	at	at	ADP
spir-10998	17	40	social	social	ADJ
spir-10998	17	41	media	medium	NOUN
spir-10998	17	42	publics	public	NOUN
spir-10998	17	43	in	in	ADP
spir-10998	17	44	greater	great	ADJ
spir-10998	17	45	detail	detail	NOUN
spir-10998	17	46	.	.	PUNCT
spir-10998	18	1	methods	method	NOUN
spir-10998	18	2	and	and	CCONJ
spir-10998	18	3	materials	material	NOUN
spir-10998	18	4	this	this	DET
spir-10998	18	5	paper	paper	NOUN
spir-10998	18	6	combines	combine	VERB
spir-10998	18	7	both	both	CCONJ
spir-10998	18	8	supervised	supervised	ADJ
spir-10998	18	9	and	and	CCONJ
spir-10998	18	10	unsupervised	unsupervised	ADJ
spir-10998	18	11	techniques	technique	NOUN
spir-10998	18	12	to	to	PART
spir-10998	18	13	explore	explore	VERB
spir-10998	18	14	overlapping	overlap	VERB
spir-10998	18	15	patterns	pattern	NOUN
spir-10998	18	16	of	of	ADP
spir-10998	18	17	crosscutting	crosscut	VERB
spir-10998	18	18	publics	public	NOUN
spir-10998	18	19	on	on	ADP
spir-10998	18	20	facebook	facebook	PROPN
spir-10998	18	21	in	in	ADP
spir-10998	18	22	denmark	denmark	NOUN
spir-10998	18	23	.	.	PUNCT
spir-10998	19	1	the	the	DET
spir-10998	19	2	first	first	ADJ
spir-10998	19	3	step	step	NOUN
spir-10998	19	4	involves	involve	VERB
spir-10998	19	5	using	use	VERB
spir-10998	19	6	a	a	DET
spir-10998	19	7	survey	survey	NOUN
spir-10998	19	8	of	of	ADP
spir-10998	19	9	1697	1697	NUM
spir-10998	19	10	danes	dane	NOUN
spir-10998	19	11	whose	whose	DET
spir-10998	19	12	public	public	ADJ
spir-10998	19	13	facebook	facebook	NOUN
spir-10998	19	14	activity	activity	NOUN
spir-10998	19	15	is	be	AUX
spir-10998	19	16	coupled	couple	VERB
spir-10998	19	17	with	with	ADP
spir-10998	19	18	their	their	PRON
spir-10998	19	19	personal	personal	ADJ
spir-10998	19	20	,	,	PUNCT
spir-10998	19	21	self	self	NOUN
spir-10998	19	22	-	-	PUNCT
spir-10998	19	23	reported	report	VERB
spir-10998	19	24	information	information	NOUN
spir-10998	19	25	.	.	PUNCT
spir-10998	20	1	using	use	VERB
spir-10998	20	2	machine	machine	NOUN
spir-10998	20	3	-	-	PUNCT
spir-10998	20	4	learning	learn	VERB
spir-10998	20	5	models	model	NOUN
spir-10998	20	6	,	,	PUNCT
spir-10998	20	7	the	the	DET
spir-10998	20	8	survey	survey	NOUN
spir-10998	20	9	is	be	AUX
spir-10998	20	10	used	use	VERB
spir-10998	20	11	to	to	PART
spir-10998	20	12	make	make	VERB
spir-10998	20	13	predictions	prediction	NOUN
spir-10998	20	14	about	about	ADP
spir-10998	20	15	the	the	DET
spir-10998	20	16	voting	voting	NOUN
spir-10998	20	17	intention	intention	NOUN
spir-10998	20	18	,	,	PUNCT
spir-10998	20	19	gender	gender	NOUN
spir-10998	20	20	,	,	PUNCT
spir-10998	20	21	age	age	NOUN
spir-10998	20	22	and	and	CCONJ
spir-10998	20	23	geo	geo	PROPN
spir-10998	20	24	-	-	PUNCT
spir-10998	20	25	location	location	NOUN
spir-10998	20	26	of	of	ADP
spir-10998	20	27	a	a	DET
spir-10998	20	28	random	random	ADJ
spir-10998	20	29	sample	sample	NOUN
spir-10998	20	30	of	of	ADP
spir-10998	20	31	50.000	50.000	NUM
spir-10998	20	32	facebook	facebook	NOUN
spir-10998	20	33	users	user	NOUN
spir-10998	20	34	between	between	ADP
spir-10998	20	35	2016	2016	NUM
spir-10998	20	36	and	and	CCONJ
spir-10998	20	37	2018	2018	NUM
spir-10998	20	38	.	.	PUNCT
spir-10998	21	1	the	the	DET
spir-10998	21	2	activity	activity	NOUN
spir-10998	21	3	of	of	ADP
spir-10998	21	4	these	these	DET
spir-10998	21	5	50.000	50.000	NUM
spir-10998	21	6	users	user	NOUN
spir-10998	21	7	are	be	AUX
spir-10998	21	8	spread	spread	VERB
spir-10998	21	9	across	across	ADP
spir-10998	21	10	20.000	20.000	NUM
spir-10998	21	11	+	+	CCONJ
spir-10998	21	12	public	public	ADJ
spir-10998	21	13	facebook	facebook	NOUN
spir-10998	21	14	pages	page	NOUN
spir-10998	21	15	relating	relate	VERB
spir-10998	21	16	to	to	ADP
spir-10998	21	17	politics	politic	NOUN
spir-10998	21	18	,	,	PUNCT
spir-10998	21	19	media	medium	NOUN
spir-10998	21	20	,	,	PUNCT
spir-10998	21	21	popular	popular	ADJ
spir-10998	21	22	culture	culture	NOUN
spir-10998	21	23	,	,	PUNCT
spir-10998	21	24	music	music	NOUN
spir-10998	21	25	,	,	PUNCT
spir-10998	21	26	art	art	NOUN
spir-10998	21	27	,	,	PUNCT
spir-10998	21	28	unions	union	NOUN
spir-10998	21	29	and	and	CCONJ
spir-10998	21	30	local	local	ADJ
spir-10998	21	31	venues	venue	NOUN
spir-10998	21	32	.	.	PUNCT
spir-10998	22	1	all	all	DET
spir-10998	22	2	their	their	PRON
spir-10998	22	3	activity	activity	NOUN
spir-10998	22	4	is	be	AUX
spir-10998	22	5	modeled	model	VERB
spir-10998	22	6	as	as	ADP
spir-10998	22	7	a	a	DET
spir-10998	22	8	network	network	NOUN
spir-10998	22	9	and	and	CCONJ
spir-10998	22	10	a	a	DET
spir-10998	22	11	clustering	clustering	ADJ
spir-10998	22	12	algorithm	algorithm	NOUN
spir-10998	22	13	is	be	AUX
spir-10998	22	14	used	use	VERB
spir-10998	22	15	to	to	PART
spir-10998	22	16	divide	divide	VERB
spir-10998	22	17	users	user	NOUN
spir-10998	22	18	into	into	ADP
spir-10998	22	19	groups	group	NOUN
spir-10998	22	20	based	base	VERB
spir-10998	22	21	on	on	ADP
spir-10998	22	22	which	which	PRON
spir-10998	22	23	pages	page	NOUN
spir-10998	22	24	they	they	PRON
spir-10998	22	25	interact	interact	VERB
spir-10998	22	26	most	most	ADV
spir-10998	22	27	with	with	ADP
spir-10998	22	28	compared	compare	VERB
spir-10998	22	29	to	to	ADP
spir-10998	22	30	all	all	DET
spir-10998	22	31	other	other	ADJ
spir-10998	22	32	users	user	NOUN
spir-10998	22	33	and	and	CCONJ
spir-10998	22	34	pages	page	NOUN
spir-10998	22	35	.	.	PUNCT
spir-10998	23	1	this	this	DET
spir-10998	23	2	method	method	NOUN
spir-10998	23	3	thus	thus	ADV
spir-10998	23	4	allows	allow	VERB
spir-10998	23	5	one	one	PRON
spir-10998	23	6	to	to	PART
spir-10998	23	7	compare	compare	VERB
spir-10998	23	8	the	the	DET
spir-10998	23	9	socio	socio	NOUN
spir-10998	23	10	-	-	PUNCT
spir-10998	23	11	political	political	ADJ
spir-10998	23	12	backgrounds	background	NOUN
spir-10998	23	13	that	that	PRON
spir-10998	23	14	define	define	VERB
spir-10998	23	15	the	the	DET
spir-10998	23	16	users	user	NOUN
spir-10998	23	17	with	with	ADP
spir-10998	23	18	their	their	PRON
spir-10998	23	19	belonging	belong	VERB
spir-10998	23	20	to	to	ADP
spir-10998	23	21	a	a	DET
spir-10998	23	22	certain	certain	ADJ
spir-10998	23	23	(	(	PUNCT
spir-10998	23	24	naturally	naturally	ADV
spir-10998	23	25	occuring	occur	VERB
spir-10998	23	26	)	)	PUNCT
spir-10998	23	27	group	group	NOUN
spir-10998	23	28	based	base	VERB
spir-10998	23	29	on	on	ADP
spir-10998	23	30	the	the	DET
spir-10998	23	31	sum	sum	NOUN
spir-10998	23	32	of	of	ADP
spir-10998	23	33	their	their	PRON
spir-10998	23	34	actual	actual	ADJ
spir-10998	23	35	interactions	interaction	NOUN
spir-10998	23	36	on	on	ADP
spir-10998	23	37	public	public	ADJ
spir-10998	23	38	facebook	facebook	NOUN
spir-10998	23	39	pages	page	NOUN
spir-10998	23	40	.	.	PUNCT
spir-10998	24	1	results	result	NOUN
spir-10998	24	2	results	result	NOUN
spir-10998	24	3	show	show	VERB
spir-10998	24	4	that	that	SCONJ
spir-10998	24	5	voting	vote	VERB
spir-10998	24	6	intention	intention	NOUN
spir-10998	24	7	overlaps	overlap	VERB
spir-10998	24	8	most	most	ADV
spir-10998	24	9	strongly	strongly	ADV
spir-10998	24	10	with	with	ADP
spir-10998	24	11	the	the	DET
spir-10998	24	12	clusters	cluster	NOUN
spir-10998	24	13	in	in	ADP
spir-10998	24	14	the	the	DET
spir-10998	24	15	network	network	NOUN
spir-10998	24	16	,	,	PUNCT
spir-10998	24	17	followed	follow	VERB
spir-10998	24	18	by	by	ADP
spir-10998	24	19	gender	gender	NOUN
spir-10998	24	20	and	and	CCONJ
spir-10998	24	21	then	then	ADV
spir-10998	24	22	geo	geo	PROPN
spir-10998	24	23	-	-	PUNCT
spir-10998	24	24	location	location	NOUN
spir-10998	24	25	,	,	PUNCT
spir-10998	24	26	while	while	SCONJ
spir-10998	24	27	age	age	NOUN
spir-10998	24	28	has	have	VERB
spir-10998	24	29	little	little	ADJ
spir-10998	24	30	overlap	overlap	NOUN
spir-10998	24	31	.	.	PUNCT
spir-10998	25	1	they	they	PRON
spir-10998	25	2	also	also	ADV
spir-10998	25	3	show	show	VERB
spir-10998	25	4	that	that	SCONJ
spir-10998	25	5	clusters	cluster	NOUN
spir-10998	25	6	relating	relate	VERB
spir-10998	25	7	to	to	ADP
spir-10998	25	8	the	the	DET
spir-10998	25	9	core	core	ADJ
spir-10998	25	10	political	political	ADJ
spir-10998	25	11	left	left	NOUN
spir-10998	25	12	,	,	PUNCT
spir-10998	25	13	right	right	ADJ
spir-10998	25	14	and	and	CCONJ
spir-10998	25	15	alt	alt	ADJ
spir-10998	25	16	.	.	PUNCT
spir-10998	26	1	right	right	ADV
spir-10998	26	2	make	make	VERB
spir-10998	26	3	up	up	ADP
spir-10998	26	4	only	only	ADV
spir-10998	26	5	smaller	small	ADJ
spir-10998	26	6	groups	group	NOUN
spir-10998	26	7	in	in	ADP
spir-10998	26	8	the	the	DET
spir-10998	26	9	network	network	NOUN
spir-10998	26	10	with	with	ADP
spir-10998	26	11	the	the	DET
spir-10998	26	12	majority	majority	NOUN
spir-10998	26	13	of	of	ADP
spir-10998	26	14	users	user	NOUN
spir-10998	26	15	having	have	VERB
spir-10998	26	16	other	other	ADJ
spir-10998	26	17	interests	interest	NOUN
spir-10998	26	18	as	as	ADP
spir-10998	26	19	their	their	PRON
spir-10998	26	20	main	main	ADJ
spir-10998	26	21	identification	identification	NOUN
spir-10998	26	22	.	.	PUNCT
spir-10998	27	1	left	leave	VERB
spir-10998	27	2	voting	vote	VERB
spir-10998	27	3	users	user	NOUN
spir-10998	27	4	are	be	AUX
spir-10998	27	5	overrepresented	overrepresente	VERB
spir-10998	27	6	in	in	ADP
spir-10998	27	7	clusters	cluster	NOUN
spir-10998	27	8	relating	relate	VERB
spir-10998	27	9	to	to	ADP
spir-10998	27	10	lifestyle	lifestyle	NOUN
spir-10998	27	11	,	,	PUNCT
spir-10998	27	12	ngos	ngo	NOUN
spir-10998	27	13	and	and	CCONJ
spir-10998	27	14	animals	animal	NOUN
spir-10998	27	15	,	,	PUNCT
spir-10998	27	16	the	the	DET
spir-10998	27	17	political	political	ADJ
spir-10998	27	18	right	right	NOUN
spir-10998	27	19	is	be	AUX
spir-10998	27	20	more	more	ADV
spir-10998	27	21	significantly	significantly	ADV
spir-10998	27	22	interested	interested	ADJ
spir-10998	27	23	in	in	ADP
spir-10998	27	24	sport	sport	NOUN
spir-10998	27	25	and	and	CCONJ
spir-10998	27	26	infotainment	infotainment	ADJ
spir-10998	27	27	shows	show	NOUN
spir-10998	27	28	.	.	PUNCT
spir-10998	28	1	the	the	DET
spir-10998	28	2	alt	alt	NOUN
spir-10998	28	3	.	.	PUNCT
spir-10998	29	1	right	right	ADJ
spir-10998	29	2	,	,	PUNCT
spir-10998	29	3	especially	especially	ADV
spir-10998	29	4	when	when	SCONJ
spir-10998	29	5	compared	compare	VERB
spir-10998	29	6	to	to	ADP
spir-10998	29	7	their	their	PRON
spir-10998	29	8	size	size	NOUN
spir-10998	29	9	,	,	PUNCT
spir-10998	29	10	completely	completely	ADV
spir-10998	29	11	dominates	dominate	VERB
spir-10998	29	12	two	two	NUM
spir-10998	29	13	clusters	cluster	NOUN
spir-10998	29	14	,	,	PUNCT
spir-10998	29	15	one	one	NUM
spir-10998	29	16	is	be	AUX
spir-10998	29	17	the	the	DET
spir-10998	29	18	tabloid	tabloid	ADJ
spir-10998	29	19	media	medium	NOUN
spir-10998	29	20	and	and	CCONJ
spir-10998	29	21	the	the	DET
spir-10998	29	22	other	other	ADJ
spir-10998	29	23	is	be	AUX
spir-10998	29	24	a	a	DET
spir-10998	29	25	cluster	cluster	NOUN
spir-10998	29	26	made	make	VERB
spir-10998	29	27	up	up	ADP
spir-10998	29	28	of	of	ADP
spir-10998	29	29	discussion	discussion	NOUN
spir-10998	29	30	around	around	ADP
spir-10998	29	31	the	the	DET
spir-10998	29	32	most	most	ADV
spir-10998	29	33	hot	hot	ADJ
spir-10998	29	34	button	button	NOUN
spir-10998	29	35	political	political	ADJ
spir-10998	29	36	issues	issue	NOUN
spir-10998	29	37	such	such	ADJ
spir-10998	29	38	as	as	ADP
spir-10998	29	39	immigration	immigration	NOUN
spir-10998	29	40	,	,	PUNCT
spir-10998	29	41	religion	religion	NOUN
spir-10998	29	42	,	,	PUNCT
spir-10998	29	43	crime	crime	NOUN
spir-10998	29	44	and	and	CCONJ
spir-10998	29	45	the	the	DET
spir-10998	29	46	eu	eu	PROPN
spir-10998	29	47	.	.	PROPN
spir-10998	30	1	furthermore	furthermore	ADV
spir-10998	30	2	the	the	DET
spir-10998	30	3	core	core	NOUN
spir-10998	30	4	alt	alt	NOUN
spir-10998	30	5	.	.	PUNCT
spir-10998	31	1	right	right	ADJ
spir-10998	31	2	cluster	cluster	NOUN
spir-10998	31	3	stands	stand	VERB
spir-10998	31	4	out	out	ADP
spir-10998	31	5	by	by	ADP
spir-10998	31	6	using	use	VERB
spir-10998	31	7	angry	angry	ADJ
spir-10998	31	8	emojis	emoji	NOUN
spir-10998	31	9	five	five	NUM
spir-10998	31	10	times	time	NOUN
spir-10998	31	11	more	more	ADJ
spir-10998	31	12	on	on	ADP
spir-10998	31	13	average	average	ADJ
spir-10998	31	14	than	than	ADP
spir-10998	31	15	any	any	DET
spir-10998	31	16	other	other	ADJ
spir-10998	31	17	group	group	NOUN
spir-10998	31	18	.	.	PUNCT
spir-10998	32	1	in	in	ADP
spir-10998	32	2	contrast	contrast	NOUN
spir-10998	32	3	to	to	ADP
spir-10998	32	4	studies	study	NOUN
spir-10998	32	5	that	that	PRON
spir-10998	32	6	tend	tend	VERB
spir-10998	32	7	to	to	PART
spir-10998	32	8	highlight	highlight	VERB
spir-10998	32	9	polarization	polarization	NOUN
spir-10998	32	10	and	and	CCONJ
spir-10998	32	11	echo	echo	NOUN
spir-10998	32	12	-	-	PUNCT
spir-10998	32	13	chamber	chamber	NOUN
spir-10998	32	14	formation	formation	NOUN
spir-10998	32	15	on	on	ADP
spir-10998	32	16	social	social	ADJ
spir-10998	32	17	media	medium	NOUN
spir-10998	32	18	(	(	PUNCT
spir-10998	32	19	e.g.	e.g.	ADV
spir-10998	32	20	schmidt	schmidt	PROPN
spir-10998	32	21	et	et	PROPN
spir-10998	32	22	al	al	PROPN
spir-10998	32	23	.	.	PROPN
spir-10998	32	24	,	,	PUNCT
spir-10998	32	25	2017	2017	NUM
spir-10998	32	26	;	;	PUNCT
spir-10998	32	27	del	del	PROPN
spir-10998	32	28	valle	valle	PROPN
spir-10998	32	29	&	&	CCONJ
spir-10998	32	30	bravo	bravo	PROPN
spir-10998	32	31	,	,	PUNCT
spir-10998	32	32	2018	2018	NUM
spir-10998	32	33	)	)	PUNCT
spir-10998	32	34	,	,	PUNCT
spir-10998	32	35	this	this	DET
spir-10998	32	36	mapping	mapping	NOUN
spir-10998	32	37	can	can	AUX
spir-10998	32	38	provide	provide	VERB
spir-10998	32	39	a	a	DET
spir-10998	32	40	more	more	ADV
spir-10998	32	41	balanced	balanced	ADJ
spir-10998	32	42	narrative	narrative	NOUN
spir-10998	32	43	.	.	PUNCT
spir-10998	33	1	while	while	SCONJ
spir-10998	33	2	the	the	DET
spir-10998	33	3	results	result	NOUN
spir-10998	33	4	of	of	ADP
spir-10998	33	5	this	this	DET
spir-10998	33	6	study	study	NOUN
spir-10998	33	7	show	show	VERB
spir-10998	33	8	that	that	SCONJ
spir-10998	33	9	there	there	PRON
spir-10998	33	10	are	be	VERB
spir-10998	33	11	politically	politically	ADV
spir-10998	33	12	isolated	isolate	VERB
spir-10998	33	13	clusters	cluster	NOUN
spir-10998	33	14	with	with	ADP
spir-10998	33	15	up	up	ADP
spir-10998	33	16	to	to	PART
spir-10998	33	17	97	97	NUM
spir-10998	33	18	%	%	NOUN
spir-10998	33	19	(	(	PUNCT
spir-10998	33	20	core	core	NOUN
spir-10998	33	21	left	leave	VERB
spir-10998	33	22	,	,	PUNCT
spir-10998	33	23	core	core	NOUN
spir-10998	33	24	right	right	NOUN
spir-10998	33	25	or	or	CCONJ
spir-10998	33	26	core	core	NOUN
spir-10998	33	27	alt	alt	ADJ
spir-10998	33	28	.	.	PUNCT
spir-10998	34	1	right	right	ADJ
spir-10998	34	2	)	)	PUNCT
spir-10998	34	3	users	user	NOUN
spir-10998	34	4	with	with	ADP
spir-10998	34	5	the	the	DET
spir-10998	34	6	same	same	ADJ
spir-10998	34	7	voting	voting	NOUN
spir-10998	34	8	intention	intention	NOUN
spir-10998	34	9	,	,	PUNCT
spir-10998	34	10	there	there	PRON
spir-10998	34	11	are	be	VERB
spir-10998	34	12	also	also	ADV
spir-10998	34	13	large	large	ADJ
spir-10998	34	14	clusters	cluster	NOUN
spir-10998	34	15	around	around	ADP
spir-10998	34	16	mainstream	mainstream	NOUN
spir-10998	34	17	news	news	NOUN
spir-10998	34	18	with	with	ADP
spir-10998	34	19	a	a	DET
spir-10998	34	20	politically	politically	ADV
spir-10998	34	21	equal	equal	ADJ
spir-10998	34	22	distribution	distribution	NOUN
spir-10998	34	23	of	of	ADP
spir-10998	34	24	users	user	NOUN
spir-10998	34	25	.	.	PUNCT
spir-10998	35	1	the	the	DET
spir-10998	35	2	main	main	ADJ
spir-10998	35	3	findings	finding	NOUN
spir-10998	35	4	show	show	VERB
spir-10998	35	5	the	the	DET
spir-10998	35	6	potential	potential	NOUN
spir-10998	35	7	for	for	ADP
spir-10998	35	8	exploring	explore	VERB
spir-10998	35	9	concrete	concrete	ADJ
spir-10998	35	10	sociopolitical	sociopolitical	ADJ
spir-10998	35	11	trends	trend	NOUN
spir-10998	35	12	in	in	ADP
spir-10998	35	13	social	social	ADJ
spir-10998	35	14	media	medium	NOUN
spir-10998	35	15	publics	public	NOUN
spir-10998	35	16	while	while	SCONJ
spir-10998	35	17	conserving	conserve	VERB
spir-10998	35	18	a	a	DET
spir-10998	35	19	high	high	ADJ
spir-10998	35	20	degree	degree	NOUN
spir-10998	35	21	of	of	ADP
spir-10998	35	22	the	the	DET
spir-10998	35	23	complexity	complexity	NOUN
spir-10998	35	24	of	of	ADP
spir-10998	35	25	the	the	DET
spir-10998	35	26	digital	digital	ADJ
spir-10998	35	27	trace	trace	NOUN
spir-10998	35	28	data	datum	NOUN
spir-10998	35	29	.	.	PUNCT
spir-10998	36	1	while	while	SCONJ
spir-10998	36	2	the	the	DET
spir-10998	36	3	method	method	NOUN
spir-10998	36	4	does	do	AUX
spir-10998	36	5	not	not	PART
spir-10998	36	6	guarantee	guarantee	VERB
spir-10998	36	7	to	to	PART
spir-10998	36	8	elicit	elicit	VERB
spir-10998	36	9	patterns	pattern	NOUN
spir-10998	36	10	that	that	PRON
spir-10998	36	11	could	could	AUX
spir-10998	36	12	not	not	PART
spir-10998	36	13	have	have	AUX
spir-10998	36	14	been	be	AUX
spir-10998	36	15	found	find	VERB
spir-10998	36	16	with	with	ADP
spir-10998	36	17	another	another	DET
spir-10998	36	18	approach	approach	NOUN
spir-10998	36	19	,	,	PUNCT
spir-10998	36	20	the	the	DET
spir-10998	36	21	way	way	NOUN
spir-10998	36	22	that	that	PRON
spir-10998	36	23	it	it	PRON
spir-10998	36	24	conserves	conserve	VERB
spir-10998	36	25	complexity	complexity	NOUN
spir-10998	36	26	might	might	AUX
spir-10998	36	27	make	make	VERB
spir-10998	36	28	it	it	PRON
spir-10998	36	29	less	less	ADV
spir-10998	36	30	likely	likely	ADJ
spir-10998	36	31	for	for	SCONJ
spir-10998	36	32	researchers	researcher	NOUN
spir-10998	36	33	to	to	PART
spir-10998	36	34	overlook	overlook	VERB
spir-10998	36	35	some	some	DET
spir-10998	36	36	patterns	pattern	NOUN
spir-10998	36	37	while	while	SCONJ
spir-10998	36	38	overestimating	overestimate	VERB
spir-10998	36	39	the	the	DET
spir-10998	36	40	significance	significance	NOUN
spir-10998	36	41	of	of	ADP
spir-10998	36	42	others	other	NOUN
spir-10998	36	43	.	.	PUNCT
spir-10998	37	1	references	reference	NOUN
spir-10998	37	2	:	:	PUNCT
spir-10998	37	3	boyd	boyd	PROPN
spir-10998	37	4	,	,	PUNCT
spir-10998	37	5	d.	d.	PROPN
spir-10998	37	6	,	,	PUNCT
spir-10998	37	7	&	&	CCONJ
spir-10998	37	8	crawford	crawford	PROPN
spir-10998	37	9	,	,	PUNCT
spir-10998	37	10	k.	k.	PROPN
spir-10998	37	11	(	(	PUNCT
spir-10998	37	12	2012	2012	NUM
spir-10998	37	13	)	)	PUNCT
spir-10998	37	14	.	.	PUNCT
spir-10998	38	1	critical	critical	ADJ
spir-10998	38	2	questions	question	NOUN
spir-10998	38	3	for	for	ADP
spir-10998	38	4	big	big	ADJ
spir-10998	38	5	data	datum	NOUN
spir-10998	38	6	:	:	PUNCT
spir-10998	38	7	provocations	provocation	NOUN
spir-10998	38	8	for	for	ADP
spir-10998	38	9	a	a	DET
spir-10998	38	10	cultural	cultural	ADJ
spir-10998	38	11	,	,	PUNCT
spir-10998	38	12	technological	technological	ADJ
spir-10998	38	13	,	,	PUNCT
spir-10998	38	14	and	and	CCONJ
spir-10998	38	15	scholarly	scholarly	ADJ
spir-10998	38	16	phenomenon	phenomenon	NOUN
spir-10998	38	17	.	.	PUNCT
spir-10998	39	1	information	information	NOUN
spir-10998	39	2	,	,	PUNCT
spir-10998	39	3	communication	communication	NOUN
spir-10998	39	4	&	&	CCONJ
spir-10998	39	5	society	society	NOUN
spir-10998	39	6	,	,	PUNCT
spir-10998	39	7	15(5	15(5	NUM
spir-10998	39	8	)	)	PUNCT
spir-10998	39	9	,	,	PUNCT
spir-10998	39	10	662	662	NUM
spir-10998	39	11	-	-	SYM
spir-10998	39	12	679	679	NUM
spir-10998	39	13	.	.	PUNCT
spir-10998	40	1	bruns	brun	NOUN
spir-10998	40	2	,	,	PUNCT
spir-10998	40	3	a.	a.	NOUN
spir-10998	40	4	,	,	PUNCT
spir-10998	40	5	moon	moon	PROPN
spir-10998	40	6	,	,	PUNCT
spir-10998	40	7	b.	b.	PROPN
spir-10998	40	8	,	,	PUNCT
spir-10998	40	9	münch	münch	PROPN
spir-10998	40	10	,	,	PUNCT
spir-10998	40	11	f.	f.	PROPN
spir-10998	40	12	,	,	PUNCT
spir-10998	40	13	&	&	CCONJ
spir-10998	40	14	sadkowsky	sadkowsky	ADJ
spir-10998	40	15	,	,	PUNCT
spir-10998	40	16	t.	t.	PROPN
spir-10998	40	17	(	(	PUNCT
spir-10998	40	18	2017	2017	NUM
spir-10998	40	19	)	)	PUNCT
spir-10998	40	20	.	.	PUNCT
spir-10998	41	1	the	the	DET
spir-10998	41	2	australian	australian	ADJ
spir-10998	41	3	twittersphere	twittersphere	NOUN
spir-10998	41	4	in	in	ADP
spir-10998	41	5	2016	2016	NUM
spir-10998	41	6	:	:	PUNCT
spir-10998	41	7	mapping	map	VERB
spir-10998	41	8	the	the	DET
spir-10998	41	9	follower	follower	NOUN
spir-10998	41	10	/	/	SYM
spir-10998	41	11	followee	followee	PROPN
spir-10998	41	12	network	network	NOUN
spir-10998	41	13	.	.	PUNCT
spir-10998	42	1	social	social	ADJ
spir-10998	42	2	media+	media+	NOUN
spir-10998	42	3	society	society	NOUN
spir-10998	42	4	,	,	PUNCT
spir-10998	42	5	3(4	3(4	NUM
spir-10998	42	6	)	)	PUNCT
spir-10998	42	7	,	,	PUNCT
spir-10998	42	8	2056305117748162	2056305117748162	NUM
spir-10998	42	9	.	.	PUNCT
spir-10998	43	1	del	del	PROPN
spir-10998	43	2	valle	valle	PROPN
spir-10998	43	3	,	,	PUNCT
spir-10998	43	4	m.	m.	PROPN
spir-10998	43	5	e.	e.	PROPN
spir-10998	43	6	,	,	PUNCT
spir-10998	43	7	&	&	CCONJ
spir-10998	43	8	bravo	bravo	PROPN
spir-10998	43	9	,	,	PUNCT
spir-10998	43	10	r.	r.	PROPN
spir-10998	43	11	b.	b.	PROPN
spir-10998	43	12	(	(	PUNCT
spir-10998	43	13	2018	2018	NUM
spir-10998	43	14	)	)	PUNCT
spir-10998	43	15	.	.	PUNCT
spir-10998	44	1	echo	echo	NOUN
spir-10998	44	2	chambers	chamber	NOUN
spir-10998	44	3	in	in	ADP
spir-10998	44	4	parliamentary	parliamentary	ADJ
spir-10998	44	5	twitter	twitter	NOUN
spir-10998	44	6	networks	network	NOUN
spir-10998	44	7	:	:	PUNCT
spir-10998	44	8	the	the	DET
spir-10998	44	9	catalan	catalan	NOUN
spir-10998	44	10	case	case	NOUN
spir-10998	44	11	.	.	PUNCT
spir-10998	45	1	international	international	ADJ
spir-10998	45	2	journal	journal	NOUN
spir-10998	45	3	of	of	ADP
spir-10998	45	4	communication	communication	NOUN
spir-10998	45	5	,	,	PUNCT
spir-10998	45	6	12	12	NUM
spir-10998	45	7	,	,	PUNCT
spir-10998	45	8	21	21	NUM
spir-10998	45	9	.	.	PUNCT
spir-10998	46	1	edgerly	edgerly	ADV
spir-10998	46	2	,	,	PUNCT
spir-10998	46	3	s.	s.	PROPN
spir-10998	46	4	,	,	PUNCT
spir-10998	46	5	thorson	thorson	PROPN
spir-10998	46	6	,	,	PUNCT
spir-10998	46	7	k.	k.	PROPN
spir-10998	46	8	,	,	PUNCT
spir-10998	46	9	bighash	bighash	NOUN
spir-10998	46	10	,	,	PUNCT
spir-10998	46	11	l.	l.	PROPN
spir-10998	46	12	,	,	PUNCT
spir-10998	46	13	&	&	CCONJ
spir-10998	46	14	hannah	hannah	PROPN
spir-10998	46	15	,	,	PUNCT
spir-10998	46	16	m.	m.	NOUN
spir-10998	46	17	(	(	PUNCT
spir-10998	46	18	2016	2016	NUM
spir-10998	46	19	)	)	PUNCT
spir-10998	46	20	.	.	PUNCT
spir-10998	47	1	posting	post	VERB
spir-10998	47	2	about	about	ADP
spir-10998	47	3	politics	politic	NOUN
spir-10998	47	4	:	:	PUNCT
spir-10998	47	5	media	medium	NOUN
spir-10998	47	6	as	as	ADP
spir-10998	47	7	resources	resource	NOUN
spir-10998	47	8	for	for	ADP
spir-10998	47	9	political	political	ADJ
spir-10998	47	10	expression	expression	NOUN
spir-10998	47	11	on	on	ADP
spir-10998	47	12	facebook	facebook	PROPN
spir-10998	47	13	.	.	PUNCT
spir-10998	48	1	journal	journal	PROPN
spir-10998	48	2	of	of	ADP
spir-10998	48	3	information	information	NOUN
spir-10998	48	4	technology	technology	PROPN
spir-10998	48	5	&	&	CCONJ
spir-10998	48	6	politics	politic	NOUN
spir-10998	48	7	,	,	PUNCT
spir-10998	48	8	13(2	13(2	PROPN
spir-10998	48	9	)	)	PUNCT
spir-10998	48	10	,	,	PUNCT
spir-10998	48	11	108	108	NUM
spir-10998	48	12	-	-	SYM
spir-10998	48	13	125	125	NUM
spir-10998	48	14	.	.	PUNCT
spir-10998	49	1	jensen	jensen	PROPN
spir-10998	49	2	,	,	PUNCT
spir-10998	49	3	k.	k.	PROPN
spir-10998	49	4	b.	b.	PROPN
spir-10998	49	5	(	(	PUNCT
spir-10998	49	6	2013	2013	NUM
spir-10998	49	7	)	)	PUNCT
spir-10998	49	8	.	.	PUNCT
spir-10998	50	1	how	how	SCONJ
spir-10998	50	2	to	to	PART
spir-10998	50	3	do	do	VERB
spir-10998	50	4	things	thing	NOUN
spir-10998	50	5	with	with	ADP
spir-10998	50	6	data	datum	NOUN
spir-10998	50	7	:	:	PUNCT
spir-10998	50	8	meta	meta	ADJ
spir-10998	50	9	–	–	PUNCT
spir-10998	50	10	data	data	NOUN
spir-10998	50	11	,	,	PUNCT
spir-10998	50	12	meta	meta	ADJ
spir-10998	50	13	–	–	PUNCT
spir-10998	50	14	media	medium	NOUN
spir-10998	50	15	,	,	PUNCT
spir-10998	50	16	and	and	CCONJ
spir-10998	50	17	meta	meta	ADJ
spir-10998	50	18	–	–	PUNCT
spir-10998	50	19	communication	communication	NOUN
spir-10998	50	20	.	.	PUNCT
spir-10998	51	1	first	first	ADJ
spir-10998	51	2	monday	monday	PROPN
spir-10998	51	3	,	,	PUNCT
spir-10998	51	4	18(10	18(10	NUM
spir-10998	51	5	)	)	PUNCT
spir-10998	51	6	.	.	PUNCT
spir-10998	52	1	schmidt	schmidt	PROPN
spir-10998	52	2	,	,	PUNCT
spir-10998	52	3	a.	a.	PROPN
spir-10998	52	4	l.	l.	PROPN
spir-10998	52	5	,	,	PUNCT
spir-10998	52	6	zollo	zollo	PROPN
spir-10998	52	7	,	,	PUNCT
spir-10998	52	8	f.	f.	PROPN
spir-10998	52	9	,	,	PUNCT
spir-10998	52	10	del	del	PROPN
spir-10998	52	11	vicario	vicario	PROPN
spir-10998	52	12	,	,	PUNCT
spir-10998	52	13	m.	m.	NOUN
spir-10998	52	14	,	,	PUNCT
spir-10998	52	15	bessi	bessi	NOUN
spir-10998	52	16	,	,	PUNCT
spir-10998	52	17	a.	a.	PROPN
spir-10998	52	18	,	,	PUNCT
spir-10998	52	19	scala	scala	PROPN
spir-10998	52	20	,	,	PUNCT
spir-10998	52	21	a.	a.	PROPN
spir-10998	52	22	,	,	PUNCT
spir-10998	52	23	caldarelli	caldarelli	PROPN
spir-10998	52	24	,	,	PUNCT
spir-10998	52	25	g.	g.	PROPN
spir-10998	52	26	&	&	CCONJ
spir-10998	52	27	quattrociocchi	quattrociocchi	PROPN
spir-10998	52	28	,	,	PUNCT
spir-10998	52	29	w.	w.	NOUN
spir-10998	52	30	(	(	PUNCT
spir-10998	52	31	2017	2017	NUM
spir-10998	52	32	)	)	PUNCT
spir-10998	52	33	.	.	PUNCT
spir-10998	53	1	anatomy	anatomy	NOUN
spir-10998	53	2	of	of	ADP
spir-10998	53	3	news	news	NOUN
spir-10998	53	4	consumption	consumption	NOUN
spir-10998	53	5	on	on	ADP
spir-10998	53	6	facebook	facebook	PROPN
spir-10998	53	7	.	.	PUNCT
spir-10998	54	1	proceedings	proceeding	NOUN
spir-10998	54	2	of	of	ADP
spir-10998	54	3	the	the	DET
spir-10998	54	4	national	national	PROPN
spir-10998	54	5	academy	academy	PROPN
spir-10998	54	6	of	of	ADP
spir-10998	54	7	sciences	sciences	PROPN
spir-10998	54	8	,	,	PUNCT
spir-10998	54	9	114(12	114(12	NUM
spir-10998	54	10	)	)	PUNCT
spir-10998	54	11	,	,	PUNCT
spir-10998	54	12	30353039	30353039	NUM
spir-10998	54	13	.	.	PUNCT
spir-10998	55	1	youyou	youyou	PROPN
spir-10998	55	2	,	,	PUNCT
spir-10998	55	3	w.	w.	PROPN
spir-10998	55	4	,	,	PUNCT
spir-10998	55	5	kosinski	kosinski	PROPN
spir-10998	55	6	,	,	PUNCT
spir-10998	55	7	m.	m.	NOUN
spir-10998	55	8	,	,	PUNCT
spir-10998	55	9	&	&	CCONJ
spir-10998	55	10	stillwell	stillwell	PROPN
spir-10998	55	11	,	,	PUNCT
spir-10998	55	12	d.	d.	PROPN
spir-10998	55	13	(	(	PUNCT
spir-10998	55	14	2015	2015	NUM
spir-10998	55	15	)	)	PUNCT
spir-10998	55	16	.	.	PUNCT
spir-10998	56	1	computer	computer	NOUN
spir-10998	56	2	-	-	PUNCT
spir-10998	56	3	based	base	VERB
spir-10998	56	4	personality	personality	NOUN
spir-10998	56	5	judgments	judgment	NOUN
spir-10998	56	6	are	be	AUX
spir-10998	56	7	more	more	ADV
spir-10998	56	8	accurate	accurate	ADJ
spir-10998	56	9	than	than	ADP
spir-10998	56	10	those	those	PRON
spir-10998	56	11	made	make	VERB
spir-10998	56	12	by	by	ADP
spir-10998	56	13	humans	human	NOUN
spir-10998	56	14	.	.	PUNCT
spir-10998	57	1	proceedings	proceeding	NOUN
spir-10998	57	2	of	of	ADP
spir-10998	57	3	the	the	DET
spir-10998	57	4	national	national	PROPN
spir-10998	57	5	academy	academy	PROPN
spir-10998	57	6	of	of	ADP
spir-10998	57	7	sciences	sciences	PROPN
spir-10998	57	8	,	,	PUNCT
spir-10998	57	9	112(4	112(4	NUM
spir-10998	57	10	)	)	PUNCT
spir-10998	57	11	,	,	PUNCT
spir-10998	57	12	1036	1036	NUM
spir-10998	57	13	-	-	SYM
spir-10998	57	14	1040	1040	NUM
spir-10998	57	15	.	.	PUNCT