id	sid	tid	token	lemma	pos
spir-8733	1	1	microsoft	microsoft	PROPN
spir-8733	1	2	word	word	NOUN
spir-8733	1	3	aoir-2016_one-week-twitter_lang-checked_v3.docx	aoir-2016_one-week-twitter_lang-checked_v3.docx	VERB
spir-8733	1	4	selected	select	VERB
spir-8733	1	5	papers	paper	NOUN
spir-8733	1	6	of	of	ADP
spir-8733	1	7	aoir	aoir	NOUN
spir-8733	1	8	2016	2016	NUM
spir-8733	1	9	:	:	PUNCT
spir-8733	1	10	the	the	DET
spir-8733	1	11	17th	17th	ADJ
spir-8733	1	12	annual	annual	ADJ
spir-8733	1	13	conference	conference	NOUN
spir-8733	1	14	of	of	ADP
spir-8733	1	15	the	the	DET
spir-8733	1	16	association	association	NOUN
spir-8733	1	17	of	of	ADP
spir-8733	1	18	internet	internet	NOUN
spir-8733	1	19	researchers	researcher	NOUN
spir-8733	1	20	berlin	berlin	PROPN
spir-8733	1	21	,	,	PUNCT
spir-8733	1	22	germany	germany	PROPN
spir-8733	1	23	/	/	SYM
spir-8733	1	24	5	5	NUM
spir-8733	1	25	-	-	SYM
spir-8733	1	26	8	8	NUM
spir-8733	1	27	october	october	PROPN
spir-8733	1	28	2016	2016	NUM
spir-8733	1	29	suggested	suggest	VERB
spir-8733	1	30	citation	citation	NOUN
spir-8733	1	31	(	(	PUNCT
spir-8733	1	32	apa	apa	PROPN
spir-8733	1	33	):	):	PUNCT
spir-8733	1	34	geenen	geenen	PROPN
spir-8733	1	35	,	,	PUNCT
spir-8733	1	36	d.	d.	PROPN
spir-8733	1	37	van	van	PROPN
spir-8733	1	38	,	,	PUNCT
spir-8733	1	39	schäfer	schäfer	NOUN
spir-8733	1	40	,	,	PUNCT
spir-8733	1	41	m.	m.	NOUN
spir-8733	1	42	t.	t.	PROPN
spir-8733	1	43	,	,	PUNCT
spir-8733	1	44	boeschoten	boeschoten	NOUN
spir-8733	1	45	,	,	PUNCT
spir-8733	1	46	t.	t.	PROPN
spir-8733	1	47	,	,	PUNCT
spir-8733	1	48	hekman	hekman	NOUN
spir-8733	1	49	,	,	PUNCT
spir-8733	1	50	e.	e.	PROPN
spir-8733	1	51	,	,	PUNCT
spir-8733	1	52	bakker	bakker	PROPN
spir-8733	1	53	,	,	PUNCT
spir-8733	1	54	p.	p.	NOUN
spir-8733	1	55	and	and	CCONJ
spir-8733	1	56	moons	moon	NOUN
spir-8733	1	57	,	,	PUNCT
spir-8733	1	58	j.	j.	PROPN
spir-8733	1	59	(	(	PUNCT
spir-8733	1	60	2016	2016	NUM
spir-8733	1	61	,	,	PUNCT
spir-8733	1	62	october	october	PROPN
spir-8733	1	63	5	5	NUM
spir-8733	1	64	-	-	SYM
spir-8733	1	65	8)	8)	NUM
spir-8733	1	66	.	.	PUNCT
spir-8733	2	1	mining	mining	NOUN
spir-8733	2	2	one	one	NUM
spir-8733	2	3	week	week	NOUN
spir-8733	2	4	of	of	ADP
spir-8733	2	5	twitter	twitter	NOUN
spir-8733	2	6	.	.	PUNCT
spir-8733	3	1	mapping	mapping	NOUN
spir-8733	3	2	networked	networked	ADJ
spir-8733	3	3	publics	public	NOUN
spir-8733	3	4	in	in	ADP
spir-8733	3	5	the	the	DET
spir-8733	3	6	dutch	dutch	PROPN
spir-8733	3	7	twittersphere	twittersphere	PROPN
spir-8733	3	8	.	.	PUNCT
spir-8733	4	1	paper	paper	NOUN
spir-8733	4	2	presented	present	VERB
spir-8733	4	3	at	at	ADP
spir-8733	4	4	aoir	aoir	NOUN
spir-8733	4	5	2016	2016	NUM
spir-8733	4	6	:	:	PUNCT
spir-8733	4	7	the	the	DET
spir-8733	4	8	17th	17th	ADJ
spir-8733	4	9	annual	annual	ADJ
spir-8733	4	10	conference	conference	NOUN
spir-8733	4	11	of	of	ADP
spir-8733	4	12	the	the	DET
spir-8733	4	13	association	association	NOUN
spir-8733	4	14	of	of	ADP
spir-8733	4	15	internet	internet	NOUN
spir-8733	4	16	researchers	researcher	NOUN
spir-8733	4	17	.	.	PUNCT
spir-8733	5	1	berlin	berlin	PROPN
spir-8733	5	2	,	,	PUNCT
spir-8733	5	3	germany	germany	PROPN
spir-8733	5	4	:	:	PUNCT
spir-8733	5	5	aoir	aoir	NOUN
spir-8733	5	6	.	.	PUNCT
spir-8733	5	7	retrieved	retrieve	VERB
spir-8733	5	8	from	from	ADP
spir-8733	5	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8733	5	10	.	.	PUNCT
spir-8733	6	1	mining	mining	NOUN
spir-8733	6	2	one	one	NUM
spir-8733	6	3	week	week	NOUN
spir-8733	6	4	of	of	ADP
spir-8733	6	5	twitter	twitter	NOUN
spir-8733	6	6	.	.	PUNCT
spir-8733	7	1	mapping	mapping	NOUN
spir-8733	7	2	networked	networked	ADJ
spir-8733	7	3	publics	public	NOUN
spir-8733	7	4	in	in	ADP
spir-8733	7	5	the	the	DET
spir-8733	7	6	dutch	dutch	ADJ
spir-8733	7	7	twittersphere	twittersphere	PROPN
spir-8733	7	8	daniela	daniela	PROPN
spir-8733	7	9	van	van	PROPN
spir-8733	7	10	geenen	geenen	PROPN
spir-8733	7	11	university	university	PROPN
spir-8733	7	12	of	of	ADP
spir-8733	7	13	applied	apply	VERB
spir-8733	7	14	sciences	sciences	PROPN
spir-8733	7	15	utrecht	utrecht	PROPN
spir-8733	7	16	mirko	mirko	PROPN
spir-8733	7	17	tobias	tobias	PROPN
spir-8733	7	18	schäfer	schäfer	PROPN
spir-8733	7	19	utrecht	utrecht	PROPN
spir-8733	7	20	university	university	PROPN
spir-8733	7	21	thomas	thomas	PROPN
spir-8733	7	22	boeschoten	boeschoten	PROPN
spir-8733	7	23	utrecht	utrecht	PROPN
spir-8733	7	24	university	university	PROPN
spir-8733	7	25	erik	erik	PROPN
spir-8733	7	26	hekman	hekman	PROPN
spir-8733	7	27	university	university	PROPN
spir-8733	7	28	of	of	ADP
spir-8733	7	29	applied	apply	VERB
spir-8733	7	30	sciences	sciences	PROPN
spir-8733	7	31	utrecht	utrecht	PROPN
spir-8733	7	32	piet	piet	PROPN
spir-8733	7	33	bakker	bakker	PROPN
spir-8733	7	34	university	university	PROPN
spir-8733	7	35	of	of	ADP
spir-8733	7	36	applied	apply	VERB
spir-8733	7	37	sciences	sciences	PROPN
spir-8733	7	38	utrecht	utrecht	PROPN
spir-8733	7	39	jonas	jonas	PROPN
spir-8733	7	40	moons	moons	PROPN
spir-8733	7	41	university	university	PROPN
spir-8733	7	42	of	of	ADP
spir-8733	7	43	applied	apply	VERB
spir-8733	7	44	sciences	sciences	PROPN
spir-8733	7	45	utrecht	utrecht	PROPN
spir-8733	7	46	introduction	introduction	NOUN
spir-8733	7	47	how	how	SCONJ
spir-8733	7	48	do	do	AUX
spir-8733	7	49	“	"	PUNCT
spir-8733	7	50	networked	networked	ADJ
spir-8733	7	51	publics	public	NOUN
spir-8733	7	52	”	"	PUNCT
spir-8733	7	53	(	(	PUNCT
spir-8733	7	54	boyd	boyd	PROPN
spir-8733	7	55	,	,	PUNCT
spir-8733	7	56	2010	2010	NUM
spir-8733	7	57	)	)	PUNCT
spir-8733	7	58	evolve	evolve	VERB
spir-8733	7	59	and	and	CCONJ
spir-8733	7	60	manifest	manifest	VERB
spir-8733	7	61	themselves	themselves	PRON
spir-8733	7	62	through	through	ADP
spir-8733	7	63	everyday	everyday	ADJ
spir-8733	7	64	communication	communication	NOUN
spir-8733	7	65	practices	practice	NOUN
spir-8733	7	66	in	in	ADP
spir-8733	7	67	the	the	DET
spir-8733	7	68	social	social	ADJ
spir-8733	7	69	media	medium	NOUN
spir-8733	7	70	ecosystem	ecosystem	NOUN
spir-8733	7	71	twitter	twitter	NOUN
spir-8733	7	72	?	?	PUNCT
spir-8733	8	1	twitter	twitter	NOUN
spir-8733	8	2	is	be	AUX
spir-8733	8	3	often	often	ADV
spir-8733	8	4	analyzed	analyze	VERB
spir-8733	8	5	in	in	ADP
spir-8733	8	6	relation	relation	NOUN
spir-8733	8	7	to	to	ADP
spir-8733	8	8	events	event	NOUN
spir-8733	8	9	,	,	PUNCT
spir-8733	8	10	high	high	ADJ
spir-8733	8	11	-	-	PUNCT
spir-8733	8	12	impact	impact	NOUN
spir-8733	8	13	incidents	incident	NOUN
spir-8733	8	14	(	(	PUNCT
spir-8733	8	15	specific	specific	ADJ
spir-8733	8	16	issues	issue	NOUN
spir-8733	8	17	or	or	CCONJ
spir-8733	8	18	hashtags	hashtag	NOUN
spir-8733	8	19	)	)	PUNCT
spir-8733	8	20	,	,	PUNCT
spir-8733	8	21	or	or	CCONJ
spir-8733	8	22	with	with	ADP
spir-8733	8	23	focus	focus	NOUN
spir-8733	8	24	on	on	ADP
spir-8733	8	25	particular	particular	ADJ
spir-8733	8	26	groups	group	NOUN
spir-8733	8	27	represented	represent	VERB
spir-8733	8	28	on	on	ADP
spir-8733	8	29	the	the	DET
spir-8733	8	30	platform	platform	NOUN
spir-8733	8	31	(	(	PUNCT
spir-8733	8	32	see	see	VERB
spir-8733	8	33	e.g.	e.g.	ADV
spir-8733	8	34	case	case	NOUN
spir-8733	8	35	studies	study	NOUN
spir-8733	8	36	in	in	ADP
spir-8733	8	37	weller	weller	PROPN
spir-8733	8	38	et	et	PROPN
spir-8733	8	39	al	al	PROPN
spir-8733	8	40	.	.	PROPN
spir-8733	8	41	,	,	PUNCT
spir-8733	8	42	2014	2014	NUM
spir-8733	8	43	)	)	PUNCT
spir-8733	8	44	.	.	PUNCT
spir-8733	9	1	others	other	NOUN
spir-8733	9	2	examine	examine	VERB
spir-8733	9	3	the	the	DET
spir-8733	9	4	geographical	geographical	ADJ
spir-8733	9	5	dimension	dimension	NOUN
spir-8733	9	6	of	of	ADP
spir-8733	9	7	follow	follow	NOUN
spir-8733	9	8	relationships	relationship	NOUN
spir-8733	9	9	and	and	CCONJ
spir-8733	9	10	hashtag	hashtag	NOUN
spir-8733	9	11	use	use	NOUN
spir-8733	9	12	as	as	ADP
spir-8733	9	13	a	a	DET
spir-8733	9	14	national	national	ADJ
spir-8733	9	15	indicator	indicator	NOUN
spir-8733	9	16	on	on	ADP
spir-8733	9	17	twitter	twitter	NOUN
spir-8733	9	18	(	(	PUNCT
spir-8733	9	19	bruns	brun	NOUN
spir-8733	9	20	et	et	PROPN
spir-8733	9	21	al	al	PROPN
spir-8733	9	22	.	.	PROPN
spir-8733	9	23	,	,	PUNCT
spir-8733	9	24	2014	2014	NUM
spir-8733	9	25	)	)	PUNCT
spir-8733	9	26	.	.	PUNCT
spir-8733	10	1	however	however	ADV
spir-8733	10	2	,	,	PUNCT
spir-8733	10	3	the	the	DET
spir-8733	10	4	investigation	investigation	NOUN
spir-8733	10	5	of	of	ADP
spir-8733	10	6	twitter	twitter	NOUN
spir-8733	10	7	as	as	ADP
spir-8733	10	8	infrastructure	infrastructure	NOUN
spir-8733	10	9	for	for	ADP
spir-8733	10	10	everyday	everyday	ADJ
spir-8733	10	11	communication	communication	NOUN
spir-8733	10	12	and	and	CCONJ
spir-8733	10	13	social	social	ADJ
spir-8733	10	14	interaction	interaction	NOUN
spir-8733	10	15	is	be	AUX
spir-8733	10	16	underrepresented	underrepresente	VERB
spir-8733	10	17	.	.	PUNCT
spir-8733	11	1	taking	take	VERB
spir-8733	11	2	the	the	DET
spir-8733	11	3	name	name	NOUN
spir-8733	11	4	of	of	ADP
spir-8733	11	5	the	the	DET
spir-8733	11	6	medium	medium	NOUN
spir-8733	11	7	for	for	ADP
spir-8733	11	8	the	the	DET
spir-8733	11	9	message	message	NOUN
spir-8733	11	10	,	,	PUNCT
spir-8733	11	11	this	this	DET
spir-8733	11	12	paper	paper	NOUN
spir-8733	11	13	casts	cast	VERB
spir-8733	11	14	a	a	DET
spir-8733	11	15	view	view	NOUN
spir-8733	11	16	upon	upon	SCONJ
spir-8733	11	17	the	the	DET
spir-8733	11	18	daily	daily	ADJ
spir-8733	11	19	chatter	chatter	NOUN
spir-8733	11	20	of	of	ADP
spir-8733	11	21	participants	participant	NOUN
spir-8733	11	22	.	.	PUNCT
spir-8733	12	1	in	in	ADP
spir-8733	12	2	an	an	DET
spir-8733	12	3	effort	effort	NOUN
spir-8733	12	4	to	to	PART
spir-8733	12	5	map	map	VERB
spir-8733	12	6	all	all	DET
spir-8733	12	7	conversations	conversation	NOUN
spir-8733	12	8	that	that	PRON
spir-8733	12	9	constitute	constitute	VERB
spir-8733	12	10	the	the	DET
spir-8733	12	11	dutch	dutch	PROPN
spir-8733	12	12	-	-	PUNCT
spir-8733	12	13	speaking	speak	VERB
spir-8733	12	14	twittersphere	twittersphere	NOUN
spir-8733	12	15	over	over	ADP
spir-8733	12	16	a	a	DET
spir-8733	12	17	period	period	NOUN
spir-8733	12	18	of	of	ADP
spir-8733	12	19	one	one	NUM
spir-8733	12	20	week	week	NOUN
spir-8733	12	21	,	,	PUNCT
spir-8733	12	22	we	we	PRON
spir-8733	12	23	identify	identify	VERB
spir-8733	12	24	the	the	DET
spir-8733	12	25	many	many	ADJ
spir-8733	12	26	conversations	conversation	NOUN
spir-8733	12	27	and	and	CCONJ
spir-8733	12	28	the	the	DET
spir-8733	12	29	diverse	diverse	ADJ
spir-8733	12	30	interrelated	interrelated	ADJ
spir-8733	12	31	publics	public	NOUN
spir-8733	12	32	constituting	constitute	VERB
spir-8733	12	33	the	the	DET
spir-8733	12	34	‘	'	PUNCT
spir-8733	12	35	static	static	NOUN
spir-8733	12	36	’	'	PUNCT
spir-8733	12	37	of	of	ADP
spir-8733	12	38	twitter	twitter	NOUN
spir-8733	12	39	communication	communication	NOUN
spir-8733	12	40	.	.	PUNCT
spir-8733	13	1	data	datum	NOUN
spir-8733	13	2	collection	collection	NOUN
spir-8733	13	3	and	and	CCONJ
spir-8733	13	4	sampling	sample	VERB
spir-8733	13	5	the	the	DET
spir-8733	13	6	starting	starting	NOUN
spir-8733	13	7	point	point	NOUN
spir-8733	13	8	for	for	ADP
spir-8733	13	9	our	our	PRON
spir-8733	13	10	analysis	analysis	NOUN
spir-8733	13	11	is	be	AUX
spir-8733	13	12	a	a	DET
spir-8733	13	13	dataset	dataset	NOUN
spir-8733	13	14	of	of	ADP
spir-8733	13	15	more	more	ADJ
spir-8733	13	16	than	than	ADP
spir-8733	13	17	4.4	4.4	NUM
spir-8733	13	18	million	million	NUM
spir-8733	13	19	dutch	dutch	ADJ
spir-8733	13	20	tweets	tweet	NOUN
spir-8733	13	21	distributed	distribute	VERB
spir-8733	13	22	between	between	ADP
spir-8733	13	23	4	4	NUM
spir-8733	13	24	and	and	CCONJ
spir-8733	13	25	12	12	NUM
spir-8733	13	26	september	september	PROPN
spir-8733	13	27	20161	20161	NUM
spir-8733	13	28	gathered	gather	VERB
spir-8733	13	29	in	in	ADP
spir-8733	13	30	collaboration	collaboration	NOUN
spir-8733	13	31	with	with	ADP
spir-8733	13	32	media	medium	NOUN
spir-8733	13	33	monitoring	monitor	VERB
spir-8733	13	34	company	company	NOUN
spir-8733	13	35	buzzcapture.2	buzzcapture.2	VERB
spir-8733	13	36	with	with	ADP
spir-8733	13	37	approximately	approximately	ADV
spir-8733	13	38	2.8	2.8	NUM
spir-8733	13	39	million	million	NUM
spir-8733	13	40	registered	register	VERB
spir-8733	13	41	accounts	account	NOUN
spir-8733	13	42	(	(	PUNCT
spir-8733	13	43	newcom	newcom	NOUN
spir-8733	13	44	,	,	PUNCT
spir-8733	13	45	2016	2016	NUM
spir-8733	13	46	)	)	PUNCT
spir-8733	13	47	,	,	PUNCT
spir-8733	13	48	twitter	twitter	NOUN
spir-8733	13	49	is	be	AUX
spir-8733	13	50	exceptionally	exceptionally	ADV
spir-8733	13	51	popular	popular	ADJ
spir-8733	13	52	in	in	ADP
spir-8733	13	53	the	the	DET
spir-8733	13	54	netherlands	netherlands	PROPN
spir-8733	13	55	.	.	PUNCT
spir-8733	14	1	to	to	PART
spir-8733	14	2	give	give	VERB
spir-8733	14	3	an	an	DET
spir-8733	14	4	impression	impression	NOUN
spir-8733	14	5	of	of	ADP
spir-8733	14	6	its	its	PRON
spir-8733	14	7	popularity	popularity	NOUN
spir-8733	14	8	,	,	PUNCT
spir-8733	14	9	the	the	DET
spir-8733	14	10	country	country	NOUN
spir-8733	14	11	counts	count	VERB
spir-8733	14	12	a	a	DET
spir-8733	14	13	population	population	NOUN
spir-8733	14	14	of	of	ADP
spir-8733	14	15	around	around	ADV
spir-8733	14	16	17	17	NUM
spir-8733	14	17	million	million	NUM
spir-8733	14	18	inhabitants	inhabitant	NOUN
spir-8733	14	19	(	(	PUNCT
spir-8733	14	20	cbs	cbs	PROPN
spir-8733	14	21	,	,	PUNCT
spir-8733	14	22	2016	2016	NUM
spir-8733	14	23	)	)	PUNCT
spir-8733	14	24	.	.	PUNCT
spir-8733	15	1	this	this	DET
spir-8733	15	2	observation	observation	NOUN
spir-8733	15	3	is	be	AUX
spir-8733	15	4	underscored	underscore	VERB
spir-8733	15	5	by	by	ADP
spir-8733	15	6	a	a	DET
spir-8733	15	7	count	count	NOUN
spir-8733	15	8	of	of	ADP
spir-8733	15	9	763,255	763,255	NUM
spir-8733	15	10	active	active	ADJ
spir-8733	15	11	users	user	NOUN
spir-8733	15	12	that	that	PRON
spir-8733	15	13	tweeted	tweet	VERB
spir-8733	15	14	during	during	ADP
spir-8733	15	15	the	the	DET
spir-8733	15	16	selected	select	VERB
spir-8733	15	17	period	period	NOUN
spir-8733	15	18	.	.	PUNCT
spir-8733	16	1	we	we	PRON
spir-8733	16	2	employed	employ	VERB
spir-8733	16	3	digital	digital	ADJ
spir-8733	16	4	methods	method	NOUN
spir-8733	16	5	(	(	PUNCT
spir-8733	16	6	rogers	roger	NOUN
spir-8733	16	7	,	,	PUNCT
spir-8733	16	8	2013	2013	NUM
spir-8733	16	9	)	)	PUNCT
spir-8733	16	10	to	to	PART
spir-8733	16	11	collect	collect	VERB
spir-8733	16	12	and	and	CCONJ
spir-8733	16	13	sample	sample	VERB
spir-8733	16	14	the	the	DET
spir-8733	16	15	data	data	NOUN
spir-8733	16	16	querying	query	VERB
spir-8733	16	17	twitter	twitter	NOUN
spir-8733	16	18	’s	’s	PART
spir-8733	16	19	application	application	NOUN
spir-8733	16	20	programming	programming	NOUN
spir-8733	16	21	interfaces	interface	NOUN
spir-8733	16	22	(	(	PUNCT
spir-8733	16	23	apis	apis	ADJ
spir-8733	16	24	)	)	PUNCT
spir-8733	16	25	.	.	PUNCT
spir-8733	17	1	the	the	DET
spir-8733	17	2	data	data	NOUN
spir-8733	17	3	extraction	extraction	NOUN
spir-8733	17	4	was	be	AUX
spir-8733	17	5	based	base	VERB
spir-8733	17	6	on	on	ADP
spir-8733	17	7	language	language	NOUN
spir-8733	17	8	detection	detection	NOUN
spir-8733	17	9	using	use	VERB
spir-8733	17	10	(	(	PUNCT
spir-8733	17	11	a	a	X
spir-8733	17	12	)	)	PUNCT
spir-8733	17	13	a	a	DET
spir-8733	17	14	predefined	predefine	VERB
spir-8733	17	15	list	list	NOUN
spir-8733	17	16	of	of	ADP
spir-8733	17	17	frequently	frequently	ADV
spir-8733	17	18	occurring	occur	VERB
spir-8733	17	19	dutch	dutch	ADJ
spir-8733	17	20	words	word	NOUN
spir-8733	17	21	and	and	CCONJ
spir-8733	17	22	(	(	PUNCT
spir-8733	17	23	b	b	NOUN
spir-8733	17	24	)	)	PUNCT
spir-8733	17	25	an	an	DET
spir-8733	17	26	empirically	empirically	ADV
spir-8733	17	27	defined	define	VERB
spir-8733	17	28	extended	extended	ADJ
spir-8733	17	29	list	list	NOUN
spir-8733	17	30	of	of	ADP
spir-8733	17	31	distinctive	distinctive	ADJ
spir-8733	17	32	dutch	dutch	ADJ
spir-8733	17	33	words	word	NOUN
spir-8733	17	34	,	,	PUNCT
spir-8733	17	35	in	in	ADP
spir-8733	17	36	terms	term	NOUN
spir-8733	17	37	of	of	ADP
spir-8733	17	38	integrity	integrity	NOUN
spir-8733	17	39	retrieving	retrieve	VERB
spir-8733	17	40	data	datum	NOUN
spir-8733	17	41	through	through	ADP
spir-8733	17	42	both	both	DET
spir-8733	17	43	twitter	twitter	NOUN
spir-8733	17	44	’s	’s	PART
spir-8733	17	45	streaming	streaming	NOUN
spir-8733	17	46	and	and	CCONJ
spir-8733	17	47	search	search	NOUN
spir-8733	17	48	api	api	NOUN
spir-8733	17	49	(	(	PUNCT
spir-8733	17	50	see	see	VERB
spir-8733	17	51	figure	figure	NOUN
spir-8733	17	52	1	1	NUM
spir-8733	17	53	for	for	ADP
spir-8733	17	54	detailed	detailed	ADJ
spir-8733	17	55	information	information	NOUN
spir-8733	17	56	)	)	PUNCT
spir-8733	17	57	.	.	PUNCT
spir-8733	18	1	beside	beside	ADP
spir-8733	18	2	the	the	DET
spir-8733	18	3	tweet	tweet	NOUN
spir-8733	18	4	content	content	NOUN
spir-8733	18	5	and	and	CCONJ
spir-8733	18	6	the	the	DET
spir-8733	18	7	account	account	NOUN
spir-8733	18	8	name	name	NOUN
spir-8733	18	9	,	,	PUNCT
spir-8733	18	10	the	the	DET
spir-8733	18	11	set	set	NOUN
spir-8733	18	12	consists	consist	VERB
spir-8733	18	13	of	of	ADP
spir-8733	18	14	metadata	metadata	NOUN
spir-8733	18	15	such	such	ADJ
spir-8733	18	16	as	as	ADP
spir-8733	18	17	date	date	NOUN
spir-8733	18	18	and	and	CCONJ
spir-8733	18	19	time	time	NOUN
spir-8733	18	20	.	.	PUNCT
spir-8733	19	1	moreover	moreover	ADV
spir-8733	19	2	,	,	PUNCT
spir-8733	19	3	this	this	DET
spir-8733	19	4	study	study	NOUN
spir-8733	19	5	leaves	leave	VERB
spir-8733	19	6	aside	aside	ADV
spir-8733	19	7	geolocation	geolocation	NOUN
spir-8733	19	8	to	to	PART
spir-8733	19	9	identify	identify	VERB
spir-8733	19	10	dutch	dutch	ADJ
spir-8733	19	11	tweets	tweet	NOUN
spir-8733	19	12	,	,	PUNCT
spir-8733	19	13	as	as	SCONJ
spir-8733	19	14	only	only	ADV
spir-8733	19	15	0,5	0,5	NUM
spir-8733	19	16	percent	percent	NOUN
spir-8733	19	17	of	of	ADP
spir-8733	19	18	accounts	account	NOUN
spir-8733	19	19	provided	provide	VERB
spir-8733	19	20	this	this	DET
spir-8733	19	21	information	information	NOUN
spir-8733	19	22	in	in	ADP
spir-8733	19	23	tweets	tweet	NOUN
spir-8733	19	24	(	(	PUNCT
spir-8733	19	25	also	also	ADV
spir-8733	19	26	discussed	discuss	VERB
spir-8733	19	27	by	by	ADP
spir-8733	19	28	wilken	wilken	VERB
spir-8733	19	29	,	,	PUNCT
spir-8733	19	30	2014	2014	NUM
spir-8733	19	31	,	,	PUNCT
spir-8733	19	32	p.	p.	NOUN
spir-8733	19	33	161	161	NUM
spir-8733	19	34	)	)	PUNCT
spir-8733	19	35	.	.	PUNCT
spir-8733	20	1	1	1	NUM
spir-8733	20	2	we	we	PRON
spir-8733	20	3	chose	choose	VERB
spir-8733	20	4	to	to	PART
spir-8733	20	5	expand	expand	VERB
spir-8733	20	6	the	the	DET
spir-8733	20	7	timeframe	timeframe	NOUN
spir-8733	20	8	of	of	ADP
spir-8733	20	9	one	one	NUM
spir-8733	20	10	week	week	NOUN
spir-8733	20	11	by	by	ADP
spir-8733	20	12	including	include	VERB
spir-8733	20	13	two	two	NUM
spir-8733	20	14	additional	additional	ADJ
spir-8733	20	15	days	day	NOUN
spir-8733	20	16	in	in	ADP
spir-8733	20	17	order	order	NOUN
spir-8733	20	18	to	to	PART
spir-8733	20	19	create	create	VERB
spir-8733	20	20	the	the	DET
spir-8733	20	21	opportunity	opportunity	NOUN
spir-8733	20	22	to	to	PART
spir-8733	20	23	follow	follow	VERB
spir-8733	20	24	conversations	conversation	NOUN
spir-8733	20	25	that	that	PRON
spir-8733	20	26	started	start	VERB
spir-8733	20	27	on	on	ADP
spir-8733	20	28	10	10	NUM
spir-8733	20	29	september	september	PROPN
spir-8733	20	30	2016	2016	NUM
spir-8733	20	31	.	.	PUNCT
spir-8733	21	1	2	2	NUM
spir-8733	21	2	for	for	ADP
spir-8733	21	3	more	more	ADJ
spir-8733	21	4	information	information	NOUN
spir-8733	21	5	visit	visit	NOUN
spir-8733	21	6	buzzcapture	buzzcapture	NOUN
spir-8733	21	7	’s	’s	PART
spir-8733	21	8	website	website	NOUN
spir-8733	21	9	:	:	PUNCT
spir-8733	21	10	http://www.buzzcapture.com/.	http://www.buzzcapture.com/.	ADJ
spir-8733	21	11	figure	figure	NOUN
spir-8733	21	12	1	1	NUM
spir-8733	21	13	.	.	PUNCT
spir-8733	21	14	corpus	corpus	NOUN
spir-8733	21	15	collection	collection	NOUN
spir-8733	21	16	scheme	scheme	NOUN
spir-8733	21	17	methodology	methodology	NOUN
spir-8733	21	18	the	the	DET
spir-8733	21	19	methodological	methodological	ADJ
spir-8733	21	20	strength	strength	NOUN
spir-8733	21	21	of	of	ADP
spir-8733	21	22	our	our	PRON
spir-8733	21	23	investigation	investigation	NOUN
spir-8733	21	24	is	be	AUX
spir-8733	21	25	the	the	DET
spir-8733	21	26	combination	combination	NOUN
spir-8733	21	27	of	of	ADP
spir-8733	21	28	quantitative	quantitative	ADJ
spir-8733	21	29	and	and	CCONJ
spir-8733	21	30	qualitative	qualitative	ADJ
spir-8733	21	31	approaches	approach	NOUN
spir-8733	21	32	to	to	ADP
spir-8733	21	33	collecting	collect	VERB
spir-8733	21	34	,	,	PUNCT
spir-8733	21	35	processing	processing	NOUN
spir-8733	21	36	,	,	PUNCT
spir-8733	21	37	and	and	CCONJ
spir-8733	21	38	exploring	explore	VERB
spir-8733	21	39	the	the	DET
spir-8733	21	40	data	datum	NOUN
spir-8733	21	41	.	.	PUNCT
spir-8733	22	1	for	for	ADP
spir-8733	22	2	the	the	DET
spir-8733	22	3	analysis	analysis	NOUN
spir-8733	22	4	we	we	PRON
spir-8733	22	5	identified	identify	VERB
spir-8733	22	6	and	and	CCONJ
spir-8733	22	7	focused	focus	VERB
spir-8733	22	8	on	on	ADP
spir-8733	22	9	conversations	conversation	NOUN
spir-8733	22	10	enabled	enable	VERB
spir-8733	22	11	by	by	ADP
spir-8733	22	12	twitter	twitter	NOUN
spir-8733	22	13	’s	’s	PART
spir-8733	22	14	@reply	@reply	NOUN
spir-8733	22	15	functionality	functionality	NOUN
spir-8733	22	16	which	which	PRON
spir-8733	22	17	affords	afford	VERB
spir-8733	22	18	interaction	interaction	NOUN
spir-8733	22	19	and	and	CCONJ
spir-8733	22	20	discussion	discussion	NOUN
spir-8733	22	21	between	between	ADP
spir-8733	22	22	(	(	PUNCT
spir-8733	22	23	virtually	virtually	ADV
spir-8733	22	24	)	)	PUNCT
spir-8733	22	25	all	all	DET
spir-8733	22	26	twitter	twitter	NOUN
spir-8733	22	27	users	user	NOUN
spir-8733	22	28	addressing	address	VERB
spir-8733	22	29	a	a	DET
spir-8733	22	30	tweet	tweet	NOUN
spir-8733	22	31	’s	’s	PART
spir-8733	22	32	author	author	NOUN
spir-8733	22	33	directly	directly	ADV
spir-8733	22	34	(	(	PUNCT
spir-8733	22	35	bruns	brun	NOUN
spir-8733	22	36	&	&	CCONJ
spir-8733	22	37	moe	moe	NOUN
spir-8733	22	38	,	,	PUNCT
spir-8733	22	39	2014	2014	NUM
spir-8733	22	40	,	,	PUNCT
spir-8733	22	41	pp	pp	ADJ
spir-8733	22	42	.	.	PUNCT
spir-8733	22	43	19	19	NUM
spir-8733	22	44	-	-	SYM
spir-8733	22	45	23	23	NUM
spir-8733	22	46	)	)	PUNCT
spir-8733	22	47	.	.	PUNCT
spir-8733	23	1	in	in	ADP
spir-8733	23	2	this	this	DET
spir-8733	23	3	sense	sense	NOUN
spir-8733	23	4	,	,	PUNCT
spir-8733	23	5	interaction	interaction	NOUN
spir-8733	23	6	is	be	AUX
spir-8733	23	7	not	not	PART
spir-8733	23	8	necessarily	necessarily	ADV
spir-8733	23	9	limited	limit	VERB
spir-8733	23	10	to	to	ADP
spir-8733	23	11	‘	'	PUNCT
spir-8733	23	12	friends	friend	NOUN
spir-8733	23	13	’	'	PUNCT
spir-8733	23	14	,	,	PUNCT
spir-8733	23	15	users	user	NOUN
spir-8733	23	16	that	that	PRON
spir-8733	23	17	follow	follow	VERB
spir-8733	23	18	each	each	DET
spir-8733	23	19	other	other	ADJ
spir-8733	23	20	,	,	PUNCT
spir-8733	23	21	or	or	CCONJ
spir-8733	23	22	users	user	NOUN
spir-8733	23	23	that	that	PRON
spir-8733	23	24	constitute	constitute	VERB
spir-8733	23	25	like	like	ADP
spir-8733	23	26	-	-	PUNCT
spir-8733	23	27	minded	minded	ADJ
spir-8733	23	28	publics	public	NOUN
spir-8733	23	29	.	.	PUNCT
spir-8733	24	1	whoever	whoever	PRON
spir-8733	24	2	takes	take	VERB
spir-8733	24	3	a	a	DET
spir-8733	24	4	stand	stand	NOUN
spir-8733	24	5	in	in	ADP
spir-8733	24	6	a	a	DET
spir-8733	24	7	polarized	polarized	ADJ
spir-8733	24	8	debate	debate	NOUN
spir-8733	24	9	,	,	PUNCT
spir-8733	24	10	may	may	AUX
spir-8733	24	11	count	count	VERB
spir-8733	24	12	on	on	ADP
spir-8733	24	13	responses	response	NOUN
spir-8733	24	14	by	by	ADP
spir-8733	24	15	users	user	NOUN
spir-8733	24	16	with	with	ADP
spir-8733	24	17	contradictory	contradictory	ADJ
spir-8733	24	18	opinions	opinion	NOUN
spir-8733	24	19	.	.	PUNCT
spir-8733	25	1	in	in	ADP
spir-8733	25	2	that	that	DET
spir-8733	25	3	manner	manner	NOUN
spir-8733	25	4	replies	reply	NOUN
spir-8733	25	5	are	be	AUX
spir-8733	25	6	suitable	suitable	ADJ
spir-8733	25	7	for	for	ADP
spir-8733	25	8	mapping	map	VERB
spir-8733	25	9	the	the	DET
spir-8733	25	10	infrastructure	infrastructure	NOUN
spir-8733	25	11	of	of	ADP
spir-8733	25	12	public	public	ADJ
spir-8733	25	13	debate	debate	NOUN
spir-8733	25	14	,	,	PUNCT
spir-8733	25	15	as	as	ADV
spir-8733	25	16	well	well	ADV
spir-8733	25	17	as	as	ADP
spir-8733	25	18	networked	networked	ADJ
spir-8733	25	19	publics	public	NOUN
spir-8733	25	20	,	,	PUNCT
spir-8733	25	21	since	since	SCONJ
spir-8733	25	22	people	people	NOUN
spir-8733	25	23	tend	tend	VERB
spir-8733	25	24	to	to	PART
spir-8733	25	25	communicate	communicate	VERB
spir-8733	25	26	with	with	ADP
spir-8733	25	27	users	user	NOUN
spir-8733	25	28	similar	similar	ADJ
spir-8733	25	29	to	to	ADP
spir-8733	25	30	themselves	themselves	PRON
spir-8733	25	31	,	,	PUNCT
spir-8733	25	32	sharing	share	VERB
spir-8733	25	33	the	the	DET
spir-8733	25	34	same	same	ADJ
spir-8733	25	35	interests	interest	NOUN
spir-8733	25	36	or	or	CCONJ
spir-8733	25	37	profession	profession	NOUN
spir-8733	25	38	(	(	PUNCT
spir-8733	25	39	cf	cf	NOUN
spir-8733	25	40	.	.	PUNCT
spir-8733	25	41	boeschoten	boeschoten	VERB
spir-8733	25	42	,	,	PUNCT
spir-8733	25	43	2015	2015	NUM
spir-8733	25	44	)	)	PUNCT
spir-8733	25	45	.	.	PUNCT
spir-8733	26	1	we	we	PRON
spir-8733	26	2	performed	perform	VERB
spir-8733	26	3	social	social	ADJ
spir-8733	26	4	network	network	NOUN
spir-8733	26	5	analysis	analysis	NOUN
spir-8733	26	6	by	by	ADP
spir-8733	26	7	the	the	DET
spir-8733	26	8	application	application	NOUN
spir-8733	26	9	of	of	ADP
spir-8733	26	10	gephi	gephi	ADJ
spir-8733	26	11	(	(	PUNCT
spir-8733	26	12	bastian	bastian	PROPN
spir-8733	26	13	et	et	PROPN
spir-8733	26	14	al	al	PROPN
spir-8733	26	15	.	.	PROPN
spir-8733	26	16	,	,	PUNCT
spir-8733	26	17	2009	2009	NUM
spir-8733	26	18	)	)	PUNCT
spir-8733	26	19	to	to	PART
spir-8733	26	20	map	map	VERB
spir-8733	26	21	and	and	CCONJ
spir-8733	26	22	statistically	statistically	ADV
spir-8733	26	23	detect	detect	VERB
spir-8733	26	24	communities	community	NOUN
spir-8733	26	25	in	in	ADP
spir-8733	26	26	the	the	DET
spir-8733	26	27	communication	communication	NOUN
spir-8733	26	28	infrastructure	infrastructure	NOUN
spir-8733	26	29	.	.	PUNCT
spir-8733	27	1	these	these	DET
spir-8733	27	2	“	"	PUNCT
spir-8733	27	3	distant	distant	ADJ
spir-8733	27	4	reading	reading	NOUN
spir-8733	27	5	”	"	PUNCT
spir-8733	27	6	strategies	strategy	NOUN
spir-8733	27	7	(	(	PUNCT
spir-8733	27	8	moretti	moretti	NOUN
spir-8733	27	9	,	,	PUNCT
spir-8733	27	10	2013	2013	NUM
spir-8733	27	11	)	)	PUNCT
spir-8733	27	12	were	be	AUX
spir-8733	27	13	combined	combine	VERB
spir-8733	27	14	with	with	ADP
spir-8733	27	15	interpretative	interpretative	ADJ
spir-8733	27	16	tactics	tactic	NOUN
spir-8733	27	17	of	of	ADP
spir-8733	27	18	‘	'	PUNCT
spir-8733	27	19	close	close	ADJ
spir-8733	27	20	reading	reading	NOUN
spir-8733	27	21	’	'	PUNCT
spir-8733	27	22	supported	support	VERB
spir-8733	27	23	by	by	ADP
spir-8733	27	24	participatory	participatory	ADJ
spir-8733	27	25	observations	observation	NOUN
spir-8733	27	26	of	of	ADP
spir-8733	27	27	the	the	DET
spir-8733	27	28	dutch	dutch	ADJ
spir-8733	27	29	twittersphere	twittersphere	PROPN
spir-8733	27	30	and	and	CCONJ
spir-8733	27	31	its	its	PRON
spir-8733	27	32	publics	public	NOUN
spir-8733	27	33	.	.	PUNCT
spir-8733	28	1	different	different	ADJ
spir-8733	28	2	dimensions	dimension	NOUN
spir-8733	28	3	of	of	ADP
spir-8733	28	4	twitter	twitter	NOUN
spir-8733	28	5	use	use	NOUN
spir-8733	28	6	we	we	PRON
spir-8733	28	7	singled	single	VERB
spir-8733	28	8	out	out	ADP
spir-8733	28	9	two	two	NUM
spir-8733	28	10	case	case	NOUN
spir-8733	28	11	studies	study	NOUN
spir-8733	28	12	focused	focus	VERB
spir-8733	28	13	on	on	ADP
spir-8733	28	14	twitter	twitter	NOUN
spir-8733	28	15	networks	network	NOUN
spir-8733	28	16	and	and	CCONJ
spir-8733	28	17	conversations	conversation	NOUN
spir-8733	28	18	in	in	ADP
spir-8733	28	19	two	two	NUM
spir-8733	28	20	different	different	ADJ
spir-8733	28	21	cities	city	NOUN
spir-8733	28	22	in	in	ADP
spir-8733	28	23	the	the	DET
spir-8733	28	24	netherlands	netherlands	PROPN
spir-8733	28	25	:	:	PUNCT
spir-8733	28	26	1	1	NUM
spir-8733	28	27	)	)	PUNCT
spir-8733	28	28	almere	almere	PROPN
spir-8733	28	29	and	and	CCONJ
spir-8733	28	30	2	2	NUM
spir-8733	28	31	)	)	PUNCT
spir-8733	28	32	wijk	wijk	PROPN
spir-8733	28	33	bij	bij	VERB
spir-8733	28	34	duurstede	duurstede	NOUN
spir-8733	28	35	.	.	PUNCT
spir-8733	29	1	we	we	PRON
spir-8733	29	2	further	far	ADV
spir-8733	29	3	investigated	investigate	VERB
spir-8733	29	4	the	the	DET
spir-8733	29	5	relation	relation	NOUN
spir-8733	29	6	of	of	ADP
spir-8733	29	7	locality	locality	NOUN
spir-8733	29	8	and	and	CCONJ
spir-8733	29	9	media	medium	NOUN
spir-8733	29	10	practice	practice	NOUN
spir-8733	29	11	pertaining	pertain	VERB
spir-8733	29	12	to	to	ADP
spir-8733	29	13	these	these	DET
spir-8733	29	14	cases	case	NOUN
spir-8733	29	15	.	.	PUNCT
spir-8733	30	1	the	the	DET
spir-8733	30	2	former	former	ADJ
spir-8733	30	3	is	be	AUX
spir-8733	30	4	a	a	DET
spir-8733	30	5	fairly	fairly	ADV
spir-8733	30	6	young	young	ADJ
spir-8733	30	7	metropolitan	metropolitan	ADJ
spir-8733	30	8	area	area	NOUN
spir-8733	30	9	,	,	PUNCT
spir-8733	30	10	newly	newly	ADV
spir-8733	30	11	founded	found	VERB
spir-8733	30	12	in	in	ADP
spir-8733	30	13	the	the	DET
spir-8733	30	14	1970s	1970	NOUN
spir-8733	30	15	on	on	ADP
spir-8733	30	16	reclaimed	reclaim	VERB
spir-8733	30	17	polder	polder	PROPN
spir-8733	30	18	land	land	NOUN
spir-8733	30	19	,	,	PUNCT
spir-8733	30	20	located	locate	VERB
spir-8733	30	21	near	near	ADP
spir-8733	30	22	the	the	DET
spir-8733	30	23	capital	capital	NOUN
spir-8733	30	24	city	city	NOUN
spir-8733	30	25	,	,	PUNCT
spir-8733	30	26	amsterdam	amsterdam	PROPN
spir-8733	30	27	.	.	PUNCT
spir-8733	31	1	with	with	ADP
spir-8733	31	2	198,823	198,823	NUM
spir-8733	31	3	inhabitants	inhabitant	NOUN
spir-8733	31	4	almere	almere	NOUN
spir-8733	31	5	is	be	AUX
spir-8733	31	6	the	the	DET
spir-8733	31	7	eighth	eighth	ADJ
spir-8733	31	8	most	most	ADV
spir-8733	31	9	densely	densely	ADV
spir-8733	31	10	populated	populate	VERB
spir-8733	31	11	dutch	dutch	ADJ
spir-8733	31	12	city	city	NOUN
spir-8733	31	13	(	(	PUNCT
spir-8733	31	14	1	1	NUM
spir-8733	31	15	april	april	PROPN
spir-8733	31	16	2016	2016	NUM
spir-8733	31	17	,	,	PUNCT
spir-8733	31	18	cbs	cbs	PROPN
spir-8733	31	19	)	)	PUNCT
spir-8733	31	20	,	,	PUNCT
spir-8733	31	21	though	though	SCONJ
spir-8733	31	22	since	since	SCONJ
spir-8733	31	23	2003	2003	NUM
spir-8733	31	24	it	it	PRON
spir-8733	31	25	has	have	AUX
spir-8733	31	26	been	be	AUX
spir-8733	31	27	without	without	ADP
spir-8733	31	28	a	a	DET
spir-8733	31	29	daily	daily	ADJ
spir-8733	31	30	newspaper	newspaper	NOUN
spir-8733	31	31	(	(	PUNCT
spir-8733	31	32	cf	cf	NOUN
spir-8733	31	33	.	.	PUNCT
spir-8733	32	1	van	van	PROPN
spir-8733	32	2	kerkhoven	kerkhoven	PROPN
spir-8733	32	3	,	,	PUNCT
spir-8733	32	4	2016	2016	NUM
spir-8733	32	5	)	)	PUNCT
spir-8733	32	6	.	.	PUNCT
spir-8733	33	1	in	in	ADP
spir-8733	33	2	which	which	PRON
spir-8733	33	3	ways	way	NOUN
spir-8733	33	4	is	be	AUX
spir-8733	33	5	twitter	twitter	NOUN
spir-8733	33	6	used	use	VERB
spir-8733	33	7	as	as	ADP
spir-8733	33	8	a	a	DET
spir-8733	33	9	news	news	NOUN
spir-8733	33	10	medium	medium	NOUN
spir-8733	33	11	and	and	CCONJ
spir-8733	33	12	to	to	PART
spir-8733	33	13	distribute	distribute	VERB
spir-8733	33	14	information	information	NOUN
spir-8733	33	15	to	to	PART
spir-8733	33	16	fill	fill	VERB
spir-8733	33	17	the	the	DET
spir-8733	33	18	gap	gap	NOUN
spir-8733	33	19	of	of	ADP
spir-8733	33	20	official	official	ADJ
spir-8733	33	21	news	news	NOUN
spir-8733	33	22	coverage	coverage	NOUN
spir-8733	33	23	?	?	PUNCT
spir-8733	34	1	both	both	DET
spir-8733	34	2	cases	case	NOUN
spir-8733	34	3	were	be	AUX
spir-8733	34	4	chosen	choose	VERB
spir-8733	34	5	in	in	ADP
spir-8733	34	6	an	an	DET
spir-8733	34	7	endeavor	endeavor	NOUN
spir-8733	34	8	to	to	PART
spir-8733	34	9	examine	examine	VERB
spir-8733	34	10	if	if	SCONJ
spir-8733	34	11	locality	locality	NOUN
spir-8733	34	12	and	and	CCONJ
spir-8733	34	13	thus	thus	ADV
spir-8733	34	14	,	,	PUNCT
spir-8733	34	15	distinct	distinct	ADJ
spir-8733	34	16	local	local	ADJ
spir-8733	34	17	media	medium	NOUN
spir-8733	34	18	practice	practice	NOUN
spir-8733	34	19	are	be	AUX
spir-8733	34	20	traceable	traceable	ADJ
spir-8733	34	21	in	in	ADP
spir-8733	34	22	municipalities	municipality	NOUN
spir-8733	34	23	of	of	ADP
spir-8733	34	24	diverse	diverse	ADJ
spir-8733	34	25	dimensions	dimension	NOUN
spir-8733	34	26	,	,	PUNCT
spir-8733	34	27	including	include	VERB
spir-8733	34	28	size	size	NOUN
spir-8733	34	29	,	,	PUNCT
spir-8733	34	30	infrastructure	infrastructure	NOUN
spir-8733	34	31	,	,	PUNCT
spir-8733	34	32	and	and	CCONJ
spir-8733	34	33	demographics	demographic	NOUN
spir-8733	34	34	.	.	PUNCT
spir-8733	35	1	accordingly	accordingly	ADV
spir-8733	35	2	,	,	PUNCT
spir-8733	35	3	the	the	DET
spir-8733	35	4	23,392	23,392	NUM
spir-8733	35	5	inhabitants	inhabitant	NOUN
spir-8733	35	6	of	of	ADP
spir-8733	35	7	wijk	wijk	PROPN
spir-8733	35	8	bij	bij	PROPN
spir-8733	35	9	duurstede	duurstede	PROPN
spir-8733	35	10	,	,	PUNCT
spir-8733	35	11	a	a	DET
spir-8733	35	12	comparatively	comparatively	ADV
spir-8733	35	13	small	small	ADJ
spir-8733	35	14	municipality	municipality	NOUN
spir-8733	35	15	(	(	PUNCT
spir-8733	35	16	1	1	NUM
spir-8733	35	17	april	april	PROPN
spir-8733	35	18	2016	2016	NUM
spir-8733	35	19	,	,	PUNCT
spir-8733	35	20	cbs	cbs	PROPN
spir-8733	35	21	)	)	PUNCT
spir-8733	35	22	,	,	PUNCT
spir-8733	35	23	are	be	AUX
spir-8733	35	24	on	on	ADP
spir-8733	35	25	average	average	ADJ
spir-8733	35	26	older	old	ADJ
spir-8733	35	27	than	than	ADP
spir-8733	35	28	the	the	DET
spir-8733	35	29	population	population	NOUN
spir-8733	35	30	of	of	ADP
spir-8733	35	31	almere	almere	PROPN
spir-8733	35	32	.	.	PUNCT
spir-8733	36	1	furthermore	furthermore	ADV
spir-8733	36	2	,	,	PUNCT
spir-8733	36	3	wijk	wijk	PROPN
spir-8733	36	4	bij	bij	VERB
spir-8733	36	5	duurstede	duurstede	PROPN
spir-8733	36	6	is	be	AUX
spir-8733	36	7	a	a	DET
spir-8733	36	8	rather	rather	ADV
spir-8733	36	9	rural	rural	ADJ
spir-8733	36	10	commune	commune	NOUN
spir-8733	36	11	,	,	PUNCT
spir-8733	36	12	though	though	SCONJ
spir-8733	36	13	it	it	PRON
spir-8733	36	14	is	be	AUX
spir-8733	36	15	located	locate	VERB
spir-8733	36	16	near	near	ADP
spir-8733	36	17	utrecht	utrecht	PROPN
spir-8733	36	18	,	,	PUNCT
spir-8733	36	19	a	a	DET
spir-8733	36	20	university	university	NOUN
spir-8733	36	21	town	town	NOUN
spir-8733	36	22	and	and	CCONJ
spir-8733	36	23	the	the	DET
spir-8733	36	24	fourth	fourth	ADJ
spir-8733	36	25	most	most	ADV
spir-8733	36	26	populous	populous	ADJ
spir-8733	36	27	dutch	dutch	ADJ
spir-8733	36	28	city	city	NOUN
spir-8733	36	29	.	.	PUNCT
spir-8733	37	1	local	local	ADJ
spir-8733	37	2	dynamics	dynamic	NOUN
spir-8733	37	3	were	be	AUX
spir-8733	37	4	explored	explore	VERB
spir-8733	37	5	using	use	VERB
spir-8733	37	6	a	a	DET
spir-8733	37	7	set	set	NOUN
spir-8733	37	8	of	of	ADP
spir-8733	37	9	tweets	tweet	NOUN
spir-8733	37	10	distributed	distribute	VERB
spir-8733	37	11	between	between	ADP
spir-8733	37	12	19	19	NUM
spir-8733	37	13	and	and	CCONJ
spir-8733	37	14	25	25	NUM
spir-8733	37	15	november	november	PROPN
spir-8733	37	16	2015	2015	NUM
spir-8733	37	17	that	that	PRON
spir-8733	37	18	was	be	AUX
spir-8733	37	19	collected	collect	VERB
spir-8733	37	20	in	in	ADP
spir-8733	37	21	an	an	DET
spir-8733	37	22	earlier	early	ADJ
spir-8733	37	23	stage	stage	NOUN
spir-8733	37	24	of	of	ADP
spir-8733	37	25	the	the	DET
spir-8733	37	26	research	research	NOUN
spir-8733	37	27	(	(	PUNCT
spir-8733	37	28	see	see	VERB
spir-8733	37	29	figure	figure	NOUN
spir-8733	37	30	1	1	NUM
spir-8733	37	31	)	)	PUNCT
spir-8733	37	32	.	.	PUNCT
spir-8733	38	1	in	in	ADP
spir-8733	38	2	this	this	DET
spir-8733	38	3	data	datum	NOUN
spir-8733	38	4	set	set	VERB
spir-8733	38	5	of	of	ADP
spir-8733	38	6	more	more	ADJ
spir-8733	38	7	than	than	ADP
spir-8733	38	8	4.78	4.78	NUM
spir-8733	38	9	tweets	tweet	NOUN
spir-8733	38	10	,	,	PUNCT
spir-8733	38	11	we	we	PRON
spir-8733	38	12	found	find	VERB
spir-8733	38	13	1,333	1,333	NUM
spir-8733	38	14	tweets	tweet	NOUN
spir-8733	38	15	sent	send	VERB
spir-8733	38	16	by	by	ADP
spir-8733	38	17	199	199	NUM
spir-8733	38	18	unique	unique	ADJ
spir-8733	38	19	users	user	NOUN
spir-8733	38	20	that	that	PRON
spir-8733	38	21	indicated	indicate	VERB
spir-8733	38	22	local	local	ADJ
spir-8733	38	23	engagement	engagement	NOUN
spir-8733	38	24	with	with	ADP
spir-8733	38	25	wijk	wijk	PROPN
spir-8733	38	26	bij	bij	PROPN
spir-8733	38	27	duurstede	duurstede	PROPN
spir-8733	38	28	,	,	PUNCT
spir-8733	38	29	either	either	CCONJ
spir-8733	38	30	by	by	ADP
spir-8733	38	31	means	mean	NOUN
spir-8733	38	32	of	of	ADP
spir-8733	38	33	the	the	DET
spir-8733	38	34	location	location	NOUN
spir-8733	38	35	information	information	NOUN
spir-8733	38	36	offered	offer	VERB
spir-8733	38	37	by	by	ADP
spir-8733	38	38	the	the	DET
spir-8733	38	39	twitter	twitter	NOUN
spir-8733	38	40	profile	profile	NOUN
spir-8733	38	41	settings	setting	NOUN
spir-8733	38	42	or	or	CCONJ
spir-8733	38	43	the	the	DET
spir-8733	38	44	users	user	NOUN
spir-8733	38	45	’	'	PUNCT
spir-8733	38	46	profile	profile	NOUN
spir-8733	38	47	description	description	NOUN
spir-8733	38	48	.	.	PUNCT
spir-8733	39	1	adopting	adopt	VERB
spir-8733	39	2	the	the	DET
spir-8733	39	3	same	same	ADJ
spir-8733	39	4	criteria	criterion	NOUN
spir-8733	39	5	for	for	ADP
spir-8733	39	6	the	the	DET
spir-8733	39	7	identification	identification	NOUN
spir-8733	39	8	of	of	ADP
spir-8733	39	9	tweets	tweet	NOUN
spir-8733	39	10	and	and	CCONJ
spir-8733	39	11	related	related	ADJ
spir-8733	39	12	accounts	account	NOUN
spir-8733	39	13	from	from	ADP
spir-8733	39	14	almere	almere	PROPN
spir-8733	39	15	,	,	PUNCT
spir-8733	39	16	we	we	PRON
spir-8733	39	17	traced	trace	VERB
spir-8733	39	18	20,486	20,486	NUM
spir-8733	39	19	messages	message	NOUN
spir-8733	39	20	sent	send	VERB
spir-8733	39	21	by	by	ADP
spir-8733	39	22	2,069	2,069	NUM
spir-8733	39	23	unique	unique	ADJ
spir-8733	39	24	accounts	account	NOUN
spir-8733	39	25	.	.	PUNCT
spir-8733	40	1	findings	finding	NOUN
spir-8733	40	2	in	in	ADP
spir-8733	40	3	our	our	PRON
spir-8733	40	4	effort	effort	NOUN
spir-8733	40	5	to	to	PART
spir-8733	40	6	provide	provide	VERB
spir-8733	40	7	an	an	DET
spir-8733	40	8	exhaustive	exhaustive	ADJ
spir-8733	40	9	mapping	mapping	NOUN
spir-8733	40	10	of	of	ADP
spir-8733	40	11	national	national	ADJ
spir-8733	40	12	twitter	twitter	NOUN
spir-8733	40	13	communication	communication	NOUN
spir-8733	40	14	,	,	PUNCT
spir-8733	40	15	we	we	PRON
spir-8733	40	16	detected	detect	VERB
spir-8733	40	17	accounts	account	NOUN
spir-8733	40	18	of	of	ADP
spir-8733	40	19	politicians	politician	NOUN
spir-8733	40	20	,	,	PUNCT
spir-8733	40	21	media	medium	NOUN
spir-8733	40	22	organizations	organization	NOUN
spir-8733	40	23	,	,	PUNCT
spir-8733	40	24	and	and	CCONJ
spir-8733	40	25	journalists	journalist	NOUN
spir-8733	40	26	,	,	PUNCT
spir-8733	40	27	which	which	PRON
spir-8733	40	28	form	form	VERB
spir-8733	40	29	the	the	DET
spir-8733	40	30	highly	highly	ADV
spir-8733	40	31	connected	connected	ADJ
spir-8733	40	32	core	core	NOUN
spir-8733	40	33	of	of	ADP
spir-8733	40	34	the	the	DET
spir-8733	40	35	most	most	ADV
spir-8733	40	36	active	active	ADJ
spir-8733	40	37	part	part	NOUN
spir-8733	40	38	of	of	ADP
spir-8733	40	39	the	the	DET
spir-8733	40	40	dutch	dutch	ADJ
spir-8733	40	41	reply	reply	NOUN
spir-8733	40	42	network	network	NOUN
spir-8733	40	43	(	(	PUNCT
spir-8733	40	44	see	see	VERB
spir-8733	40	45	figure	figure	NOUN
spir-8733	40	46	2	2	NUM
spir-8733	40	47	)	)	PUNCT
spir-8733	40	48	.	.	PUNCT
spir-8733	41	1	to	to	PART
spir-8733	41	2	be	be	AUX
spir-8733	41	3	specific	specific	ADJ
spir-8733	41	4	,	,	PUNCT
spir-8733	41	5	accounts	account	NOUN
spir-8733	41	6	in	in	ADP
spir-8733	41	7	this	this	DET
spir-8733	41	8	network	network	NOUN
spir-8733	41	9	sent	send	VERB
spir-8733	41	10	at	at	ADV
spir-8733	41	11	least	least	ADJ
spir-8733	41	12	ten	ten	NUM
spir-8733	41	13	responses	response	NOUN
spir-8733	41	14	within	within	ADP
spir-8733	41	15	the	the	DET
spir-8733	41	16	selected	select	VERB
spir-8733	41	17	timeframe	timeframe	NOUN
spir-8733	41	18	.	.	PUNCT
spir-8733	42	1	these	these	DET
spir-8733	42	2	clusters	cluster	NOUN
spir-8733	42	3	of	of	ADP
spir-8733	42	4	networked	networked	ADJ
spir-8733	42	5	publics	public	NOUN
spir-8733	42	6	are	be	AUX
spir-8733	42	7	often	often	ADV
spir-8733	42	8	studied	study	VERB
spir-8733	42	9	posing	pose	VERB
spir-8733	42	10	questions	question	NOUN
spir-8733	42	11	about	about	ADP
spir-8733	42	12	twitter	twitter	NOUN
spir-8733	42	13	’s	’s	PART
spir-8733	42	14	quality	quality	NOUN
spir-8733	42	15	as	as	ADP
spir-8733	42	16	medium	medium	NOUN
spir-8733	42	17	for	for	ADP
spir-8733	42	18	deliberative	deliberative	ADJ
spir-8733	42	19	communication	communication	NOUN
spir-8733	42	20	and	and	CCONJ
spir-8733	42	21	public	public	ADJ
spir-8733	42	22	debate	debate	NOUN
spir-8733	42	23	(	(	PUNCT
spir-8733	42	24	for	for	ADP
spir-8733	42	25	related	related	ADJ
spir-8733	42	26	examples	example	NOUN
spir-8733	42	27	see	see	VERB
spir-8733	42	28	weller	weller	PROPN
spir-8733	42	29	et	et	PROPN
spir-8733	42	30	al	al	PROPN
spir-8733	42	31	.	.	PROPN
spir-8733	42	32	,	,	PUNCT
spir-8733	42	33	2014	2014	NUM
spir-8733	42	34	)	)	PUNCT
spir-8733	42	35	.	.	PUNCT
spir-8733	43	1	our	our	PRON
spir-8733	43	2	approach	approach	NOUN
spir-8733	43	3	traced	trace	VERB
spir-8733	43	4	and	and	CCONJ
spir-8733	43	5	placed	place	VERB
spir-8733	43	6	individual	individual	ADJ
spir-8733	43	7	clusters	cluster	NOUN
spir-8733	43	8	in	in	ADP
spir-8733	43	9	the	the	DET
spir-8733	43	10	overall	overall	ADJ
spir-8733	43	11	context	context	NOUN
spir-8733	43	12	of	of	ADP
spir-8733	43	13	sent	send	VERB
spir-8733	43	14	replies	reply	NOUN
spir-8733	43	15	during	during	ADP
spir-8733	43	16	one	one	NUM
spir-8733	43	17	week	week	NOUN
spir-8733	43	18	in	in	ADP
spir-8733	43	19	the	the	DET
spir-8733	43	20	dutch	dutch	PROPN
spir-8733	43	21	-	-	PUNCT
spir-8733	43	22	speaking	speak	VERB
spir-8733	43	23	twittersphere	twittersphere	NOUN
spir-8733	43	24	.	.	PUNCT
spir-8733	44	1	by	by	ADP
spir-8733	44	2	doing	do	VERB
spir-8733	44	3	so	so	ADV
spir-8733	44	4	,	,	PUNCT
spir-8733	44	5	we	we	PRON
spir-8733	44	6	revealed	reveal	VERB
spir-8733	44	7	less	less	ADV
spir-8733	44	8	visible	visible	ADJ
spir-8733	44	9	publics	public	NOUN
spir-8733	44	10	and	and	CCONJ
spir-8733	44	11	their	their	PRON
spir-8733	44	12	everyday	everyday	ADJ
spir-8733	44	13	communication	communication	NOUN
spir-8733	44	14	practices	practice	NOUN
spir-8733	44	15	as	as	ADV
spir-8733	44	16	well	well	ADV
spir-8733	44	17	.	.	PUNCT
spir-8733	45	1	the	the	DET
spir-8733	45	2	latter	latter	ADJ
spir-8733	45	3	clusters	cluster	NOUN
spir-8733	45	4	include	include	VERB
spir-8733	45	5	several	several	ADJ
spir-8733	45	6	well	well	ADV
spir-8733	45	7	-	-	PUNCT
spir-8733	45	8	defined	define	VERB
spir-8733	45	9	publics	public	NOUN
spir-8733	45	10	(	(	PUNCT
spir-8733	45	11	in	in	ADP
spir-8733	45	12	the	the	DET
spir-8733	45	13	visualization	visualization	NOUN
spir-8733	45	14	below	below	ADP
spir-8733	45	15	)	)	PUNCT
spir-8733	45	16	showing	show	VERB
spir-8733	45	17	less	less	ADJ
spir-8733	45	18	connection	connection	NOUN
spir-8733	45	19	with	with	ADP
spir-8733	45	20	the	the	DET
spir-8733	45	21	center	center	NOUN
spir-8733	45	22	of	of	ADP
spir-8733	45	23	the	the	DET
spir-8733	45	24	network	network	NOUN
spir-8733	45	25	graph	graph	NOUN
spir-8733	45	26	,	,	PUNCT
spir-8733	45	27	such	such	ADJ
spir-8733	45	28	as	as	ADP
spir-8733	45	29	youtubers	youtuber	NOUN
spir-8733	45	30	and	and	CCONJ
spir-8733	45	31	gamer	gamer	PROPN
spir-8733	45	32	scenes	scene	NOUN
spir-8733	45	33	,	,	PUNCT
spir-8733	45	34	urban	urban	ADJ
spir-8733	45	35	,	,	PUNCT
spir-8733	45	36	memes	meme	NOUN
spir-8733	45	37	and	and	CCONJ
spir-8733	45	38	fan	fan	NOUN
spir-8733	45	39	cultures	culture	NOUN
spir-8733	45	40	.	.	PUNCT
spir-8733	46	1	to	to	PART
spir-8733	46	2	clarify	clarify	VERB
spir-8733	46	3	,	,	PUNCT
spir-8733	46	4	the	the	DET
spir-8733	46	5	layout	layout	ADJ
spir-8733	46	6	algorithm	algorithm	NOUN
spir-8733	46	7	we	we	PRON
spir-8733	46	8	used	use	VERB
spir-8733	46	9	,	,	PUNCT
spir-8733	46	10	forceatlas	forceatlas	NOUN
spir-8733	46	11	2	2	NUM
spir-8733	46	12	,	,	PUNCT
spir-8733	46	13	clusters	cluster	VERB
spir-8733	46	14	the	the	DET
spir-8733	46	15	network	network	NOUN
spir-8733	46	16	by	by	ADP
spir-8733	46	17	virtue	virtue	NOUN
spir-8733	46	18	of	of	ADP
spir-8733	46	19	repulsing	repulse	VERB
spir-8733	46	20	nodes	node	NOUN
spir-8733	46	21	and	and	CCONJ
spir-8733	46	22	attracting	attract	VERB
spir-8733	46	23	edges	edge	NOUN
spir-8733	46	24	(	(	PUNCT
spir-8733	46	25	jacomy	jacomy	NOUN
spir-8733	46	26	et	et	PROPN
spir-8733	46	27	al	al	PROPN
spir-8733	46	28	.	.	PROPN
spir-8733	46	29	,	,	PUNCT
spir-8733	46	30	2014	2014	NUM
spir-8733	46	31	,	,	PUNCT
spir-8733	46	32	p.	p.	NOUN
spir-8733	46	33	2	2	NUM
spir-8733	46	34	)	)	PUNCT
spir-8733	46	35	.	.	PUNCT
spir-8733	47	1	also	also	ADV
spir-8733	47	2	,	,	PUNCT
spir-8733	47	3	we	we	PRON
spir-8733	47	4	found	find	VERB
spir-8733	47	5	that	that	SCONJ
spir-8733	47	6	some	some	DET
spir-8733	47	7	accounts	account	NOUN
spir-8733	47	8	that	that	PRON
spir-8733	47	9	show	show	VERB
spir-8733	47	10	interaction	interaction	NOUN
spir-8733	47	11	with	with	ADP
spir-8733	47	12	a	a	DET
spir-8733	47	13	diverse	diverse	ADJ
spir-8733	47	14	range	range	NOUN
spir-8733	47	15	of	of	ADP
spir-8733	47	16	twitter	twitter	NOUN
spir-8733	47	17	accounts	account	NOUN
spir-8733	47	18	–	–	PUNCT
spir-8733	47	19	situated	situate	VERB
spir-8733	47	20	in	in	ADP
spir-8733	47	21	the	the	DET
spir-8733	47	22	center	center	NOUN
spir-8733	47	23	of	of	ADP
spir-8733	47	24	the	the	DET
spir-8733	47	25	graph	graph	NOUN
spir-8733	47	26	–	–	PUNCT
spir-8733	47	27	are	be	AUX
spir-8733	47	28	web	web	NOUN
spir-8733	47	29	care	care	NOUN
spir-8733	47	30	accounts	account	NOUN
spir-8733	47	31	,	,	PUNCT
spir-8733	47	32	for	for	ADP
spir-8733	47	33	example	example	NOUN
spir-8733	47	34	,	,	PUNCT
spir-8733	47	35	the	the	DET
spir-8733	47	36	most	most	ADV
spir-8733	47	37	prominent	prominent	ADJ
spir-8733	47	38	account	account	NOUN
spir-8733	47	39	in	in	ADP
spir-8733	47	40	the	the	DET
spir-8733	47	41	reply	reply	NOUN
spir-8733	47	42	network	network	NOUN
spir-8733	47	43	hosted	host	VERB
spir-8733	47	44	by	by	ADP
spir-8733	47	45	the	the	DET
spir-8733	47	46	dutch	dutch	ADJ
spir-8733	47	47	national	national	ADJ
spir-8733	47	48	railways	railway	NOUN
spir-8733	47	49	.	.	PUNCT
spir-8733	48	1	other	other	ADJ
spir-8733	48	2	accounts	account	NOUN
spir-8733	48	3	that	that	PRON
spir-8733	48	4	stand	stand	VERB
spir-8733	48	5	out	out	ADP
spir-8733	48	6	are	be	AUX
spir-8733	48	7	those	those	PRON
spir-8733	48	8	of	of	ADP
spir-8733	48	9	community	community	NOUN
spir-8733	48	10	police	police	NOUN
spir-8733	48	11	officers	officer	NOUN
spir-8733	48	12	.	.	PUNCT
spir-8733	49	1	this	this	DET
spir-8733	49	2	group	group	NOUN
spir-8733	49	3	is	be	AUX
spir-8733	49	4	particularly	particularly	ADV
spir-8733	49	5	active	active	ADJ
spir-8733	49	6	on	on	ADP
spir-8733	49	7	dutch	dutch	ADJ
spir-8733	49	8	twitter	twitter	NOUN
spir-8733	49	9	and	and	CCONJ
spir-8733	49	10	connects	connect	VERB
spir-8733	49	11	multiple	multiple	ADJ
spir-8733	49	12	publics	public	NOUN
spir-8733	49	13	through	through	ADP
spir-8733	49	14	their	their	PRON
spir-8733	49	15	accounts	account	NOUN
spir-8733	49	16	.	.	PUNCT
spir-8733	50	1	they	they	PRON
spir-8733	50	2	also	also	ADV
spir-8733	50	3	connect	connect	VERB
spir-8733	50	4	local	local	ADJ
spir-8733	50	5	publics	public	NOUN
spir-8733	50	6	with	with	ADP
spir-8733	50	7	the	the	DET
spir-8733	50	8	national	national	ADJ
spir-8733	50	9	networks	network	NOUN
spir-8733	50	10	.	.	PUNCT
spir-8733	51	1	figure	figure	NOUN
spir-8733	51	2	2	2	NUM
spir-8733	51	3	.	.	PUNCT
spir-8733	52	1	@reply	@reply	NOUN
spir-8733	52	2	practices	practice	NOUN
spir-8733	52	3	in	in	ADP
spir-8733	52	4	the	the	DET
spir-8733	52	5	active	active	ADJ
spir-8733	52	6	top	top	NOUN
spir-8733	52	7	of	of	ADP
spir-8733	52	8	the	the	DET
spir-8733	52	9	dutch	dutch	PROPN
spir-8733	52	10	speaking	speak	VERB
spir-8733	52	11	twittersphere	twittersphere	PROPN
spir-8733	52	12	(	(	PUNCT
spir-8733	52	13	degree	degree	NOUN
spir-8733	52	14	10	10	NUM
spir-8733	52	15	)	)	PUNCT
spir-8733	52	16	mapped	map	VERB
spir-8733	52	17	by	by	ADP
spir-8733	52	18	the	the	DET
spir-8733	52	19	application	application	NOUN
spir-8733	52	20	of	of	ADP
spir-8733	52	21	gephi	gephi	ADJ
spir-8733	52	22	’s	’s	PART
spir-8733	52	23	forceatlas	forceatla	NOUN
spir-8733	52	24	2	2	NUM
spir-8733	52	25	algorithm	algorithm	NOUN
spir-8733	52	26	and	and	CCONJ
spir-8733	52	27	partitioning	partitioning	NOUN
spir-8733	52	28	(	(	PUNCT
spir-8733	52	29	colors	color	NOUN
spir-8733	52	30	)	)	PUNCT
spir-8733	52	31	based	base	VERB
spir-8733	52	32	on	on	ADP
spir-8733	52	33	statistical	statistical	ADJ
spir-8733	52	34	community	community	NOUN
spir-8733	52	35	detection	detection	NOUN
spir-8733	52	36	(	(	PUNCT
spir-8733	52	37	modularity	modularity	NOUN
spir-8733	52	38	)	)	PUNCT
spir-8733	52	39	thus	thus	ADV
spir-8733	52	40	,	,	PUNCT
spir-8733	52	41	our	our	PRON
spir-8733	52	42	findings	finding	NOUN
spir-8733	52	43	show	show	VERB
spir-8733	52	44	the	the	DET
spir-8733	52	45	networked	networked	ADJ
spir-8733	52	46	publics	public	NOUN
spir-8733	52	47	engaging	engage	VERB
spir-8733	52	48	in	in	ADP
spir-8733	52	49	the	the	DET
spir-8733	52	50	“	"	PUNCT
spir-8733	52	51	exchange	exchange	NOUN
spir-8733	52	52	of	of	ADP
spir-8733	52	53	information	information	NOUN
spir-8733	52	54	and	and	CCONJ
spir-8733	52	55	points	point	NOUN
spir-8733	52	56	of	of	ADP
spir-8733	52	57	view	view	NOUN
spir-8733	52	58	”	"	PUNCT
spir-8733	52	59	(	(	PUNCT
spir-8733	52	60	habermas	haberma	NOUN
spir-8733	52	61	,	,	PUNCT
spir-8733	52	62	1996	1996	NUM
spir-8733	52	63	,	,	PUNCT
spir-8733	52	64	p.	p.	NOUN
spir-8733	52	65	360	360	NUM
spir-8733	52	66	)	)	PUNCT
spir-8733	52	67	on	on	ADP
spir-8733	52	68	a	a	DET
spir-8733	52	69	national	national	ADJ
spir-8733	52	70	and	and	CCONJ
spir-8733	52	71	local	local	ADJ
spir-8733	52	72	level	level	NOUN
spir-8733	52	73	.	.	PUNCT
spir-8733	53	1	many	many	ADJ
spir-8733	53	2	networks	network	NOUN
spir-8733	53	3	appear	appear	VERB
spir-8733	53	4	to	to	PART
spir-8733	53	5	be	be	AUX
spir-8733	53	6	topic	topic	NOUN
spir-8733	53	7	-	-	PUNCT
spir-8733	53	8	based	base	VERB
spir-8733	53	9	,	,	PUNCT
spir-8733	53	10	such	such	ADJ
spir-8733	53	11	as	as	ADP
spir-8733	53	12	the	the	DET
spir-8733	53	13	netherland	netherland	NOUN
spir-8733	53	14	’s	’s	PART
spir-8733	53	15	youtube	youtube	NOUN
spir-8733	53	16	communities	community	NOUN
spir-8733	53	17	on	on	ADP
spir-8733	53	18	twitter	twitter	NOUN
spir-8733	53	19	,	,	PUNCT
spir-8733	53	20	the	the	DET
spir-8733	53	21	fans	fan	NOUN
spir-8733	53	22	of	of	ADP
spir-8733	53	23	theme	theme	NOUN
spir-8733	53	24	park	park	NOUN
spir-8733	53	25	de	de	X
spir-8733	53	26	efteling	efteling	NOUN
spir-8733	53	27	,	,	PUNCT
spir-8733	53	28	or	or	CCONJ
spir-8733	53	29	the	the	DET
spir-8733	53	30	community	community	NOUN
spir-8733	53	31	of	of	ADP
spir-8733	53	32	police	police	NOUN
spir-8733	53	33	officers	officer	NOUN
spir-8733	53	34	who	who	PRON
spir-8733	53	35	cover	cover	VERB
spir-8733	53	36	local	local	ADJ
spir-8733	53	37	and	and	CCONJ
spir-8733	53	38	national	national	ADJ
spir-8733	53	39	security	security	NOUN
spir-8733	53	40	topics	topic	NOUN
spir-8733	53	41	.	.	PUNCT
spir-8733	54	1	on	on	ADP
spir-8733	54	2	a	a	DET
spir-8733	54	3	local	local	ADJ
spir-8733	54	4	level	level	NOUN
spir-8733	54	5	(	(	PUNCT
spir-8733	54	6	cities	city	NOUN
spir-8733	54	7	or	or	CCONJ
spir-8733	54	8	villages	village	NOUN
spir-8733	54	9	)	)	PUNCT
spir-8733	54	10	we	we	PRON
spir-8733	54	11	can	can	AUX
spir-8733	54	12	observe	observe	VERB
spir-8733	54	13	the	the	DET
spir-8733	54	14	emergence	emergence	NOUN
spir-8733	54	15	of	of	ADP
spir-8733	54	16	local	local	ADJ
spir-8733	54	17	twitter	twitter	NOUN
spir-8733	54	18	elites	elite	NOUN
spir-8733	54	19	.	.	PUNCT
spir-8733	55	1	in	in	ADP
spir-8733	55	2	both	both	DET
spir-8733	55	3	local	local	ADJ
spir-8733	55	4	samples	sample	NOUN
spir-8733	55	5	these	these	PRON
spir-8733	55	6	consist	consist	VERB
spir-8733	55	7	of	of	ADP
spir-8733	55	8	active	active	ADJ
spir-8733	55	9	and	and	CCONJ
spir-8733	55	10	highly	highly	ADV
spir-8733	55	11	connected	connected	ADJ
spir-8733	55	12	citizens	citizen	NOUN
spir-8733	55	13	,	,	PUNCT
spir-8733	55	14	journalists	journalist	NOUN
spir-8733	55	15	,	,	PUNCT
spir-8733	55	16	and	and	CCONJ
spir-8733	55	17	politicians	politician	NOUN
spir-8733	55	18	.	.	PUNCT
spir-8733	56	1	in	in	ADP
spir-8733	56	2	opposite	opposite	NOUN
spir-8733	56	3	to	to	ADP
spir-8733	56	4	wijk	wijk	PROPN
spir-8733	56	5	bij	bij	PROPN
spir-8733	56	6	duurstede	duurstede	PROPN
spir-8733	56	7	,	,	PUNCT
spir-8733	56	8	the	the	DET
spir-8733	56	9	twitter	twitter	NOUN
spir-8733	56	10	networks	network	NOUN
spir-8733	56	11	of	of	ADP
spir-8733	56	12	almere	almere	PROPN
spir-8733	56	13	show	show	VERB
spir-8733	56	14	a	a	DET
spir-8733	56	15	higher	high	ADJ
spir-8733	56	16	number	number	NOUN
spir-8733	56	17	of	of	ADP
spir-8733	56	18	political	political	ADJ
spir-8733	56	19	accounts	account	NOUN
spir-8733	56	20	in	in	ADP
spir-8733	56	21	the	the	DET
spir-8733	56	22	top	top	ADJ
spir-8733	56	23	100	100	NUM
spir-8733	56	24	most	most	ADV
spir-8733	56	25	active	active	ADJ
spir-8733	56	26	accounts	account	NOUN
spir-8733	56	27	.	.	PUNCT
spir-8733	57	1	almere	almere	PROPN
spir-8733	57	2	is	be	AUX
spir-8733	57	3	one	one	NUM
spir-8733	57	4	of	of	ADP
spir-8733	57	5	two	two	NUM
spir-8733	57	6	larger	large	ADJ
spir-8733	57	7	cities	city	NOUN
spir-8733	57	8	in	in	ADP
spir-8733	57	9	the	the	DET
spir-8733	57	10	netherlands	netherlands	PROPN
spir-8733	57	11	,	,	PUNCT
spir-8733	57	12	where	where	SCONJ
spir-8733	57	13	the	the	DET
spir-8733	57	14	nationalist	nationalist	ADJ
spir-8733	57	15	pvv	pvv	NOUN
spir-8733	57	16	(	(	PUNCT
spir-8733	57	17	freedom	freedom	NOUN
spir-8733	57	18	party	party	NOUN
spir-8733	57	19	)	)	PUNCT
spir-8733	57	20	is	be	AUX
spir-8733	57	21	one	one	NUM
spir-8733	57	22	of	of	ADP
spir-8733	57	23	the	the	DET
spir-8733	57	24	biggest	big	ADJ
spir-8733	57	25	parties	party	NOUN
spir-8733	57	26	in	in	ADP
spir-8733	57	27	the	the	DET
spir-8733	57	28	city	city	NOUN
spir-8733	57	29	council	council	PROPN
spir-8733	57	30	.	.	PUNCT
spir-8733	58	1	this	this	DET
spir-8733	58	2	polarized	polarize	VERB
spir-8733	58	3	political	political	ADJ
spir-8733	58	4	sentiment	sentiment	NOUN
spir-8733	58	5	is	be	AUX
spir-8733	58	6	also	also	ADV
spir-8733	58	7	recognizable	recognizable	ADJ
spir-8733	58	8	in	in	ADP
spir-8733	58	9	the	the	DET
spir-8733	58	10	local	local	ADJ
spir-8733	58	11	twitter	twitter	NOUN
spir-8733	58	12	conversations	conversation	NOUN
spir-8733	58	13	.	.	PUNCT
spir-8733	59	1	the	the	DET
spir-8733	59	2	account	account	NOUN
spir-8733	59	3	of	of	ADP
spir-8733	59	4	the	the	DET
spir-8733	59	5	local	local	ADJ
spir-8733	59	6	fraction	fraction	NOUN
spir-8733	59	7	leader	leader	NOUN
spir-8733	59	8	(	(	PUNCT
spir-8733	59	9	pvv	pvv	NOUN
spir-8733	59	10	almere	almere	PROPN
spir-8733	59	11	)	)	PUNCT
spir-8733	59	12	is	be	AUX
spir-8733	59	13	especially	especially	ADV
spir-8733	59	14	telling	tell	VERB
spir-8733	59	15	in	in	ADP
spir-8733	59	16	its	its	PRON
spir-8733	59	17	way	way	NOUN
spir-8733	59	18	to	to	PART
spir-8733	59	19	handle	handle	VERB
spir-8733	59	20	news	news	NOUN
spir-8733	59	21	:	:	PUNCT
spir-8733	59	22	retweets	retweet	NOUN
spir-8733	59	23	are	be	AUX
spir-8733	59	24	often	often	ADV
spir-8733	59	25	used	use	VERB
spir-8733	59	26	to	to	PART
spir-8733	59	27	place	place	VERB
spir-8733	59	28	a	a	DET
spir-8733	59	29	commentary	commentary	NOUN
spir-8733	59	30	or	or	CCONJ
spir-8733	59	31	an	an	DET
spir-8733	59	32	endorsement	endorsement	NOUN
spir-8733	59	33	.	.	PUNCT
spir-8733	60	1	without	without	ADP
spir-8733	60	2	any	any	DET
spir-8733	60	3	commentary	commentary	NOUN
spir-8733	60	4	,	,	PUNCT
spir-8733	60	5	tweets	tweet	NOUN
spir-8733	60	6	from	from	ADP
spir-8733	60	7	known	known	ADJ
spir-8733	60	8	(	(	PUNCT
spir-8733	60	9	international	international	ADJ
spir-8733	60	10	)	)	PUNCT
spir-8733	60	11	rightwing	rightwe	VERB
spir-8733	60	12	sites	site	NOUN
spir-8733	60	13	are	be	AUX
spir-8733	60	14	redistributed	redistribute	VERB
spir-8733	60	15	(	(	PUNCT
spir-8733	60	16	e.g.	e.g.	ADV
spir-8733	60	17	breitbart	breitbart	NOUN
spir-8733	60	18	)	)	PUNCT
spir-8733	60	19	,	,	PUNCT
spir-8733	60	20	and	and	CCONJ
spir-8733	60	21	mainstream	mainstream	NOUN
spir-8733	60	22	media	medium	NOUN
spir-8733	60	23	reports	report	NOUN
spir-8733	60	24	are	be	AUX
spir-8733	60	25	often	often	ADV
spir-8733	60	26	accompanied	accompany	VERB
spir-8733	60	27	by	by	ADP
spir-8733	60	28	a	a	DET
spir-8733	60	29	cynical	cynical	ADJ
spir-8733	60	30	or	or	CCONJ
spir-8733	60	31	critical	critical	ADJ
spir-8733	60	32	comment	comment	NOUN
spir-8733	60	33	.	.	PUNCT
spir-8733	61	1	moreover	moreover	ADV
spir-8733	61	2	,	,	PUNCT
spir-8733	61	3	local	local	ADJ
spir-8733	61	4	news	news	NOUN
spir-8733	61	5	is	be	AUX
spir-8733	61	6	disseminated	disseminate	VERB
spir-8733	61	7	through	through	ADP
spir-8733	61	8	tweets	tweet	NOUN
spir-8733	61	9	related	relate	VERB
spir-8733	61	10	to	to	ADP
spir-8733	61	11	blogs	blog	NOUN
spir-8733	61	12	and	and	CCONJ
spir-8733	61	13	other	other	ADJ
spir-8733	61	14	online	online	ADJ
spir-8733	61	15	media	medium	NOUN
spir-8733	61	16	dedicated	dedicate	VERB
spir-8733	61	17	to	to	ADP
spir-8733	61	18	covering	cover	VERB
spir-8733	61	19	almere	almere	PROPN
spir-8733	61	20	,	,	PUNCT
spir-8733	61	21	since	since	SCONJ
spir-8733	61	22	a	a	DET
spir-8733	61	23	local	local	ADJ
spir-8733	61	24	newspaper	newspaper	NOUN
spir-8733	61	25	is	be	AUX
spir-8733	61	26	not	not	PART
spir-8733	61	27	available	available	ADJ
spir-8733	61	28	to	to	PART
spir-8733	61	29	refer	refer	VERB
spir-8733	61	30	to	to	ADP
spir-8733	61	31	.	.	PUNCT
spir-8733	62	1	discussion	discussion	NOUN
spir-8733	62	2	in	in	ADP
spir-8733	62	3	view	view	NOUN
spir-8733	62	4	of	of	ADP
spir-8733	62	5	our	our	PRON
spir-8733	62	6	findings	finding	NOUN
spir-8733	62	7	,	,	PUNCT
spir-8733	62	8	this	this	DET
spir-8733	62	9	paper	paper	NOUN
spir-8733	62	10	addresses	address	VERB
spir-8733	62	11	three	three	NUM
spir-8733	62	12	points	point	NOUN
spir-8733	62	13	of	of	ADP
spir-8733	62	14	discussion	discussion	NOUN
spir-8733	62	15	providing	provide	VERB
spir-8733	62	16	empirical	empirical	ADJ
spir-8733	62	17	,	,	PUNCT
spir-8733	62	18	theoretical	theoretical	ADJ
spir-8733	62	19	,	,	PUNCT
spir-8733	62	20	and	and	CCONJ
spir-8733	62	21	epistemological	epistemological	ADJ
spir-8733	62	22	insights	insight	NOUN
spir-8733	62	23	.	.	PUNCT
spir-8733	63	1	firstly	firstly	ADV
spir-8733	63	2	,	,	PUNCT
spir-8733	63	3	valorizing	valorizing	NOUN
spir-8733	63	4	data	datum	NOUN
spir-8733	63	5	from	from	ADP
spir-8733	63	6	twitter	twitter	NOUN
spir-8733	63	7	outside	outside	ADP
spir-8733	63	8	the	the	DET
spir-8733	63	9	high	high	ADJ
spir-8733	63	10	-	-	PUNCT
spir-8733	63	11	awareness	awareness	NOUN
spir-8733	63	12	events	event	NOUN
spir-8733	63	13	and	and	CCONJ
spir-8733	63	14	below	below	ADP
spir-8733	63	15	the	the	DET
spir-8733	63	16	threshold	threshold	NOUN
spir-8733	63	17	of	of	ADP
spir-8733	63	18	trending	trend	VERB
spir-8733	63	19	topics	topic	NOUN
spir-8733	63	20	,	,	PUNCT
spir-8733	63	21	we	we	PRON
spir-8733	63	22	are	be	AUX
spir-8733	63	23	able	able	ADJ
spir-8733	63	24	to	to	PART
spir-8733	63	25	make	make	VERB
spir-8733	63	26	statements	statement	NOUN
spir-8733	63	27	concerning	concern	VERB
spir-8733	63	28	everyday	everyday	ADJ
spir-8733	63	29	use	use	NOUN
spir-8733	63	30	of	of	ADP
spir-8733	63	31	twitter	twitter	NOUN
spir-8733	63	32	and	and	CCONJ
spir-8733	63	33	to	to	PART
spir-8733	63	34	zoom	zoom	VERB
spir-8733	63	35	in	in	ADP
spir-8733	63	36	on	on	ADP
spir-8733	63	37	the	the	DET
spir-8733	63	38	intertwined	intertwine	VERB
spir-8733	63	39	local	local	ADJ
spir-8733	63	40	and	and	CCONJ
spir-8733	63	41	national	national	ADJ
spir-8733	63	42	networks	network	NOUN
spir-8733	63	43	and	and	CCONJ
spir-8733	63	44	their	their	PRON
spir-8733	63	45	various	various	ADJ
spir-8733	63	46	publics	public	NOUN
spir-8733	63	47	.	.	PUNCT
spir-8733	64	1	secondly	secondly	ADV
spir-8733	64	2	,	,	PUNCT
spir-8733	64	3	on	on	ADP
spir-8733	64	4	a	a	DET
spir-8733	64	5	theoretical	theoretical	ADJ
spir-8733	64	6	level	level	NOUN
spir-8733	64	7	,	,	PUNCT
spir-8733	64	8	we	we	PRON
spir-8733	64	9	can	can	AUX
spir-8733	64	10	address	address	VERB
spir-8733	64	11	these	these	DET
spir-8733	64	12	phenomena	phenomenon	NOUN
spir-8733	64	13	as	as	ADP
spir-8733	64	14	forms	form	NOUN
spir-8733	64	15	of	of	ADP
spir-8733	64	16	“	"	PUNCT
spir-8733	64	17	citizen	citizen	NOUN
spir-8733	64	18	microbroadcasting	microbroadcasting	NOUN
spir-8733	64	19	”	"	PUNCT
spir-8733	64	20	(	(	PUNCT
spir-8733	64	21	erickson	erickson	PROPN
spir-8733	64	22	,	,	PUNCT
spir-8733	64	23	2010	2010	NUM
spir-8733	64	24	,	,	PUNCT
spir-8733	64	25	p.	p.	NOUN
spir-8733	64	26	1201	1201	NUM
spir-8733	64	27	)	)	PUNCT
spir-8733	64	28	.	.	PUNCT
spir-8733	65	1	this	this	DET
spir-8733	65	2	step	step	NOUN
spir-8733	65	3	provides	provide	VERB
spir-8733	65	4	the	the	DET
spir-8733	65	5	opportunity	opportunity	NOUN
spir-8733	65	6	to	to	PART
spir-8733	65	7	draw	draw	VERB
spir-8733	65	8	from	from	ADP
spir-8733	65	9	habermas	habermas	PROPN
spir-8733	65	10	’	'	PUNCT
spir-8733	65	11	(	(	PUNCT
spir-8733	65	12	1989	1989	NUM
spir-8733	65	13	)	)	PUNCT
spir-8733	65	14	notion	notion	NOUN
spir-8733	65	15	of	of	ADP
spir-8733	65	16	the	the	DET
spir-8733	65	17	“	"	PUNCT
spir-8733	65	18	public	public	ADJ
spir-8733	65	19	sphere	sphere	NOUN
spir-8733	65	20	”	"	PUNCT
spir-8733	65	21	and	and	CCONJ
spir-8733	65	22	explore	explore	VERB
spir-8733	65	23	its	its	PRON
spir-8733	65	24	“	"	PUNCT
spir-8733	65	25	structural	structural	ADJ
spir-8733	65	26	transformation	transformation	NOUN
spir-8733	65	27	”	"	PUNCT
spir-8733	65	28	in	in	ADP
spir-8733	65	29	local	local	ADJ
spir-8733	65	30	terms	term	NOUN
spir-8733	65	31	and	and	CCONJ
spir-8733	65	32	related	relate	VERB
spir-8733	65	33	to	to	ADP
spir-8733	65	34	topic	topic	NOUN
spir-8733	65	35	-	-	PUNCT
spir-8733	65	36	based	base	VERB
spir-8733	65	37	publics	public	NOUN
spir-8733	65	38	,	,	PUNCT
spir-8733	65	39	in	in	ADP
spir-8733	65	40	the	the	DET
spir-8733	65	41	context	context	NOUN
spir-8733	65	42	of	of	ADP
spir-8733	65	43	and	and	CCONJ
spir-8733	65	44	through	through	ADP
spir-8733	65	45	the	the	DET
spir-8733	65	46	rise	rise	NOUN
spir-8733	65	47	of	of	ADP
spir-8733	65	48	social	social	ADJ
spir-8733	65	49	media	medium	NOUN
spir-8733	65	50	.	.	PUNCT
spir-8733	66	1	while	while	SCONJ
spir-8733	66	2	the	the	DET
spir-8733	66	3	many	many	ADJ
spir-8733	66	4	publics	public	NOUN
spir-8733	66	5	constitute	constitute	VERB
spir-8733	66	6	both	both	PRON
spir-8733	66	7	a	a	DET
spir-8733	66	8	multiplication	multiplication	NOUN
spir-8733	66	9	and	and	CCONJ
spir-8733	66	10	an	an	DET
spir-8733	66	11	increasing	increase	VERB
spir-8733	66	12	fragmentation	fragmentation	NOUN
spir-8733	66	13	of	of	ADP
spir-8733	66	14	publics	public	NOUN
spir-8733	66	15	,	,	PUNCT
spir-8733	66	16	they	they	PRON
spir-8733	66	17	expose	expose	VERB
spir-8733	66	18	rather	rather	ADV
spir-8733	66	19	different	different	ADJ
spir-8733	66	20	media	medium	NOUN
spir-8733	66	21	practices	practice	NOUN
spir-8733	66	22	.	.	PUNCT
spir-8733	67	1	the	the	DET
spir-8733	67	2	deliberation	deliberation	NOUN
spir-8733	67	3	of	of	ADP
spir-8733	67	4	societal	societal	ADJ
spir-8733	67	5	questions	question	NOUN
spir-8733	67	6	,	,	PUNCT
spir-8733	67	7	in	in	ADP
spir-8733	67	8	order	order	NOUN
spir-8733	67	9	to	to	PART
spir-8733	67	10	support	support	VERB
spir-8733	67	11	opinion	opinion	NOUN
spir-8733	67	12	formation	formation	NOUN
spir-8733	67	13	and	and	CCONJ
spir-8733	67	14	democratic	democratic	ADJ
spir-8733	67	15	organization	organization	NOUN
spir-8733	67	16	is	be	AUX
spir-8733	67	17	only	only	ADV
spir-8733	67	18	one	one	NUM
spir-8733	67	19	of	of	ADP
spir-8733	67	20	many	many	ADJ
spir-8733	67	21	uses	use	NOUN
spir-8733	67	22	.	.	PUNCT
spir-8733	68	1	however	however	ADV
spir-8733	68	2	,	,	PUNCT
spir-8733	68	3	these	these	DET
spir-8733	68	4	twitter	twitter	NOUN
spir-8733	68	5	-	-	PUNCT
spir-8733	68	6	based	base	VERB
spir-8733	68	7	networks	network	NOUN
spir-8733	68	8	are	be	AUX
spir-8733	68	9	still	still	ADV
spir-8733	68	10	connected	connect	VERB
spir-8733	68	11	to	to	ADP
spir-8733	68	12	other	other	ADJ
spir-8733	68	13	media	medium	NOUN
spir-8733	68	14	referring	refer	VERB
spir-8733	68	15	to	to	ADP
spir-8733	68	16	them	they	PRON
spir-8733	68	17	as	as	ADP
spir-8733	68	18	cultural	cultural	ADJ
spir-8733	68	19	references	reference	NOUN
spir-8733	68	20	or	or	CCONJ
spir-8733	68	21	as	as	ADP
spir-8733	68	22	source	source	NOUN
spir-8733	68	23	of	of	ADP
spir-8733	68	24	information	information	NOUN
spir-8733	68	25	.	.	PUNCT
spir-8733	69	1	with	with	ADP
spir-8733	69	2	an	an	DET
spir-8733	69	3	awareness	awareness	NOUN
spir-8733	69	4	of	of	ADP
spir-8733	69	5	the	the	DET
spir-8733	69	6	techno	techno	NOUN
spir-8733	69	7	-	-	PUNCT
spir-8733	69	8	economical	economical	ADJ
spir-8733	69	9	and	and	CCONJ
spir-8733	69	10	socio	socio	NOUN
spir-8733	69	11	-	-	PUNCT
spir-8733	69	12	technical	technical	ADJ
spir-8733	69	13	fragmentation	fragmentation	NOUN
spir-8733	69	14	of	of	ADP
spir-8733	69	15	web	web	NOUN
spir-8733	69	16	platforms	platform	NOUN
spir-8733	69	17	(	(	PUNCT
spir-8733	69	18	van	van	PROPN
spir-8733	69	19	dijck	dijck	NOUN
spir-8733	69	20	,	,	PUNCT
spir-8733	69	21	2013	2013	NUM
spir-8733	69	22	,	,	PUNCT
spir-8733	69	23	p.	p.	NOUN
spir-8733	69	24	163	163	NUM
spir-8733	69	25	)	)	PUNCT
spir-8733	69	26	,	,	PUNCT
spir-8733	69	27	and	and	CCONJ
spir-8733	69	28	taking	take	VERB
spir-8733	69	29	geographical	geographical	ADJ
spir-8733	69	30	distribution	distribution	NOUN
spir-8733	69	31	into	into	ADP
spir-8733	69	32	consideration	consideration	NOUN
spir-8733	69	33	,	,	PUNCT
spir-8733	69	34	we	we	PRON
spir-8733	69	35	map	map	VERB
spir-8733	69	36	a	a	DET
spir-8733	69	37	plurality	plurality	NOUN
spir-8733	69	38	of	of	ADP
spir-8733	69	39	(	(	PUNCT
spir-8733	69	40	interconnected	interconnected	ADJ
spir-8733	69	41	)	)	PUNCT
spir-8733	69	42	public	public	ADJ
spir-8733	69	43	spheres	sphere	NOUN
spir-8733	69	44	.	.	PUNCT
spir-8733	70	1	further	further	ADJ
spir-8733	70	2	investigation	investigation	NOUN
spir-8733	70	3	of	of	ADP
spir-8733	70	4	interrelations	interrelation	NOUN
spir-8733	70	5	between	between	ADP
spir-8733	70	6	participants	participant	NOUN
spir-8733	70	7	on	on	ADP
spir-8733	70	8	local	local	ADJ
spir-8733	70	9	and	and	CCONJ
spir-8733	70	10	national	national	ADJ
spir-8733	70	11	level	level	NOUN
spir-8733	70	12	,	,	PUNCT
spir-8733	70	13	including	include	VERB
spir-8733	70	14	professional	professional	ADJ
spir-8733	70	15	media	medium	NOUN
spir-8733	70	16	outlets	outlet	NOUN
spir-8733	70	17	,	,	PUNCT
spir-8733	70	18	politicians	politician	NOUN
spir-8733	70	19	,	,	PUNCT
spir-8733	70	20	or	or	CCONJ
spir-8733	70	21	members	member	NOUN
spir-8733	70	22	of	of	ADP
spir-8733	70	23	civil	civil	ADJ
spir-8733	70	24	public	public	NOUN
spir-8733	70	25	allows	allow	VERB
spir-8733	70	26	us	we	PRON
spir-8733	70	27	to	to	PART
spir-8733	70	28	make	make	VERB
spir-8733	70	29	an	an	DET
spir-8733	70	30	in	in	ADP
spir-8733	70	31	-	-	PUNCT
spir-8733	70	32	depth	depth	NOUN
spir-8733	70	33	analysis	analysis	NOUN
spir-8733	70	34	of	of	ADP
spir-8733	70	35	power	power	NOUN
spir-8733	70	36	relations	relation	NOUN
spir-8733	70	37	and	and	CCONJ
spir-8733	70	38	communicative	communicative	ADJ
spir-8733	70	39	effects	effect	NOUN
spir-8733	70	40	.	.	PUNCT
spir-8733	71	1	thirdly	thirdly	ADV
spir-8733	71	2	,	,	PUNCT
spir-8733	71	3	on	on	ADP
spir-8733	71	4	an	an	DET
spir-8733	71	5	epistemological	epistemological	ADJ
spir-8733	71	6	note	note	NOUN
spir-8733	71	7	,	,	PUNCT
spir-8733	71	8	the	the	DET
spir-8733	71	9	study	study	NOUN
spir-8733	71	10	raises	raise	VERB
spir-8733	71	11	the	the	DET
spir-8733	71	12	issue	issue	NOUN
spir-8733	71	13	of	of	ADP
spir-8733	71	14	completeness	completeness	NOUN
spir-8733	71	15	and	and	CCONJ
spir-8733	71	16	representation	representation	NOUN
spir-8733	71	17	of	of	ADP
spir-8733	71	18	twitter	twitter	NOUN
spir-8733	71	19	data	datum	NOUN
spir-8733	71	20	sets	set	NOUN
spir-8733	71	21	and	and	CCONJ
spir-8733	71	22	critically	critically	ADV
spir-8733	71	23	reviews	review	VERB
spir-8733	71	24	the	the	DET
spir-8733	71	25	possibilities	possibility	NOUN
spir-8733	71	26	and	and	CCONJ
spir-8733	71	27	limitations	limitation	NOUN
spir-8733	71	28	of	of	ADP
spir-8733	71	29	social	social	ADJ
spir-8733	71	30	media	medium	NOUN
spir-8733	71	31	metrics	metric	NOUN
spir-8733	71	32	.	.	PUNCT
spir-8733	72	1	since	since	SCONJ
spir-8733	72	2	we	we	PRON
spir-8733	72	3	faced	face	VERB
spir-8733	72	4	selection	selection	NOUN
spir-8733	72	5	bias	bias	NOUN
spir-8733	72	6	in	in	ADP
spir-8733	72	7	monitoring	monitor	VERB
spir-8733	72	8	all	all	DET
spir-8733	72	9	dutch	dutch	ADJ
spir-8733	72	10	actors	actor	NOUN
spir-8733	72	11	participating	participate	VERB
spir-8733	72	12	on	on	ADP
spir-8733	72	13	a	a	DET
spir-8733	72	14	regular	regular	ADJ
spir-8733	72	15	basis	basis	NOUN
spir-8733	72	16	,	,	PUNCT
spir-8733	72	17	we	we	PRON
spir-8733	72	18	enhanced	enhance	VERB
spir-8733	72	19	the	the	DET
spir-8733	72	20	data	data	NOUN
spir-8733	72	21	extraction	extraction	NOUN
spir-8733	72	22	method	method	NOUN
spir-8733	72	23	in	in	ADP
spir-8733	72	24	order	order	NOUN
spir-8733	72	25	to	to	PART
spir-8733	72	26	improve	improve	VERB
spir-8733	72	27	the	the	DET
spir-8733	72	28	initial	initial	ADJ
spir-8733	72	29	data	datum	NOUN
spir-8733	72	30	material	material	NOUN
spir-8733	72	31	.	.	PUNCT
spir-8733	73	1	furthermore	furthermore	ADV
spir-8733	73	2	,	,	PUNCT
spir-8733	73	3	this	this	DET
spir-8733	73	4	improvement	improvement	NOUN
spir-8733	73	5	of	of	ADP
spir-8733	73	6	the	the	DET
spir-8733	73	7	collection	collection	NOUN
spir-8733	73	8	method	method	NOUN
spir-8733	73	9	allows	allow	VERB
spir-8733	73	10	us	we	PRON
spir-8733	73	11	to	to	PART
spir-8733	73	12	make	make	VERB
spir-8733	73	13	inferences	inference	NOUN
spir-8733	73	14	discussing	discuss	VERB
spir-8733	73	15	the	the	DET
spir-8733	73	16	completeness	completeness	NOUN
spir-8733	73	17	of	of	ADP
spir-8733	73	18	data	datum	NOUN
spir-8733	73	19	mined	mine	VERB
spir-8733	73	20	through	through	ADP
spir-8733	73	21	twitter	twitter	NOUN
spir-8733	73	22	’s	’s	PART
spir-8733	73	23	apis	apis	PROPN
spir-8733	73	24	(	(	PUNCT
spir-8733	73	25	see	see	VERB
spir-8733	73	26	e.g.	e.g.	ADV
spir-8733	73	27	collection	collection	NOUN
spir-8733	73	28	scheme	scheme	NOUN
spir-8733	73	29	as	as	ADP
spir-8733	73	30	figure	figure	NOUN
spir-8733	73	31	1	1	NUM
spir-8733	73	32	)	)	PUNCT
spir-8733	73	33	.	.	PUNCT
spir-8733	74	1	therefore	therefore	ADV
spir-8733	74	2	,	,	PUNCT
spir-8733	74	3	a	a	DET
spir-8733	74	4	further	further	ADJ
spir-8733	74	5	elaboration	elaboration	NOUN
spir-8733	74	6	of	of	ADP
spir-8733	74	7	this	this	DET
spir-8733	74	8	aspect	aspect	NOUN
spir-8733	74	9	will	will	AUX
spir-8733	74	10	respond	respond	VERB
spir-8733	74	11	to	to	ADP
spir-8733	74	12	the	the	DET
spir-8733	74	13	swelling	swell	VERB
spir-8733	74	14	call	call	NOUN
spir-8733	74	15	for	for	ADP
spir-8733	74	16	“	"	PUNCT
spir-8733	74	17	data	datum	NOUN
spir-8733	74	18	critique	critique	NOUN
spir-8733	74	19	”	"	PUNCT
spir-8733	74	20	(	(	PUNCT
spir-8733	74	21	rieder	rieder	NOUN
spir-8733	74	22	et	et	PROPN
spir-8733	74	23	al	al	PROPN
spir-8733	74	24	.	.	PROPN
spir-8733	74	25	,	,	PUNCT
spir-8733	74	26	2015	2015	NUM
spir-8733	74	27	)	)	PUNCT
spir-8733	74	28	.	.	PUNCT
spir-8733	75	1	references	reference	NOUN
spir-8733	75	2	boeschoten	boeschoten	VERB
spir-8733	75	3	,	,	PUNCT
spir-8733	75	4	t.	t.	PROPN
spir-8733	75	5	(	(	PUNCT
spir-8733	75	6	2015	2015	NUM
spir-8733	75	7	)	)	PUNCT
spir-8733	75	8	.	.	PUNCT
spir-8733	76	1	stedelijke	stedelijke	PROPN
spir-8733	76	2	publieken	publieken	VERB
spir-8733	76	3	op	op	NOUN
spir-8733	76	4	twitter	twitter	NOUN
spir-8733	76	5	(	(	PUNCT
spir-8733	76	6	master	master	NOUN
spir-8733	76	7	’s	’s	PART
spir-8733	76	8	thesis	thesis	NOUN
spir-8733	76	9	)	)	PUNCT
spir-8733	76	10	.	.	PUNCT
spir-8733	77	1	http://dspace.library.uu.nl/handle/1874/311619	http://dspace.library.uu.nl/handle/1874/311619	PROPN
spir-8733	77	2	.	.	PUNCT
spir-8733	77	3	boyd	boyd	PROPN
spir-8733	77	4	,	,	PUNCT
spir-8733	77	5	d.	d.	PROPN
spir-8733	77	6	(	(	PUNCT
spir-8733	77	7	2010	2010	NUM
spir-8733	77	8	)	)	PUNCT
spir-8733	77	9	.	.	PUNCT
spir-8733	78	1	social	social	ADJ
spir-8733	78	2	network	network	NOUN
spir-8733	78	3	sites	site	NOUN
spir-8733	78	4	as	as	ADP
spir-8733	78	5	networked	networked	ADJ
spir-8733	78	6	publics	public	NOUN
spir-8733	78	7	:	:	PUNCT
spir-8733	78	8	affordances	affordance	NOUN
spir-8733	78	9	,	,	PUNCT
spir-8733	78	10	dynamics	dynamic	NOUN
spir-8733	78	11	,	,	PUNCT
spir-8733	78	12	and	and	CCONJ
spir-8733	78	13	implications	implication	NOUN
spir-8733	78	14	.	.	PUNCT
spir-8733	79	1	in	in	ADP
spir-8733	79	2	papacharissi	papacharissi	PROPN
spir-8733	79	3	,	,	PUNCT
spir-8733	79	4	z.	z.	PROPN
spir-8733	79	5	,	,	PUNCT
spir-8733	79	6	networked	network	VERB
spir-8733	79	7	self	self	NOUN
spir-8733	79	8	:	:	PUNCT
spir-8733	79	9	identity	identity	NOUN
spir-8733	79	10	,	,	PUNCT
spir-8733	79	11	community	community	NOUN
spir-8733	79	12	,	,	PUNCT
spir-8733	79	13	and	and	CCONJ
spir-8733	79	14	culture	culture	NOUN
spir-8733	79	15	on	on	ADP
spir-8733	79	16	social	social	ADJ
spir-8733	79	17	network	network	NOUN
spir-8733	79	18	sites	site	NOUN
spir-8733	79	19	(	(	PUNCT
spir-8733	79	20	pp	pp	ADJ
spir-8733	79	21	.	.	PUNCT
spir-8733	80	1	39	39	NUM
spir-8733	80	2	-	-	SYM
spir-8733	80	3	58	58	NUM
spir-8733	80	4	)	)	PUNCT
spir-8733	80	5	.	.	PUNCT
spir-8733	81	1	new	new	PROPN
spir-8733	81	2	york	york	PROPN
spir-8733	81	3	:	:	PUNCT
spir-8733	82	1	routledge	routledge	PROPN
spir-8733	82	2	.	.	PUNCT
spir-8733	82	3	bruns	bruns	PROPN
spir-8733	82	4	,	,	PUNCT
spir-8733	82	5	a.	a.	NOUN
spir-8733	82	6	,	,	PUNCT
spir-8733	82	7	burgess	burgess	PROPN
spir-8733	82	8	,	,	PUNCT
spir-8733	82	9	j.	j.	PROPN
spir-8733	82	10	,	,	PUNCT
spir-8733	82	11	&	&	CCONJ
spir-8733	82	12	highfield	highfield	PROPN
spir-8733	82	13	,	,	PUNCT
spir-8733	82	14	t.	t.	PROPN
spir-8733	82	15	(	(	PUNCT
spir-8733	82	16	2014	2014	NUM
spir-8733	82	17	)	)	PUNCT
spir-8733	82	18	.	.	PUNCT
spir-8733	83	1	a	a	DET
spir-8733	83	2	“	"	PUNCT
spir-8733	83	3	big	big	ADJ
spir-8733	83	4	data	datum	NOUN
spir-8733	83	5	”	"	PUNCT
spir-8733	83	6	approach	approach	NOUN
spir-8733	83	7	to	to	ADP
spir-8733	83	8	mapping	map	VERB
spir-8733	83	9	the	the	DET
spir-8733	83	10	australian	australian	ADJ
spir-8733	83	11	twittersphere	twittersphere	NOUN
spir-8733	83	12	.	.	PUNCT
spir-8733	84	1	in	in	ADP
spir-8733	84	2	p.	p.	PROPN
spir-8733	84	3	l.	l.	PROPN
spir-8733	84	4	arthur	arthur	PROPN
spir-8733	84	5	&	&	CCONJ
spir-8733	84	6	k.	k.	PROPN
spir-8733	84	7	bode	bode	PROPN
spir-8733	84	8	(	(	PUNCT
spir-8733	84	9	eds	ed	NOUN
spir-8733	84	10	.	.	PUNCT
spir-8733	84	11	)	)	PUNCT
spir-8733	84	12	,	,	PUNCT
spir-8733	84	13	advancing	advance	VERB
spir-8733	84	14	digital	digital	ADJ
spir-8733	84	15	humanities	humanity	NOUN
spir-8733	84	16	:	:	PUNCT
spir-8733	84	17	research	research	NOUN
spir-8733	84	18	,	,	PUNCT
spir-8733	84	19	methods	method	NOUN
spir-8733	84	20	,	,	PUNCT
spir-8733	84	21	theories	theory	NOUN
spir-8733	84	22	(	(	PUNCT
spir-8733	84	23	pp	pp	ADJ
spir-8733	84	24	.	.	PUNCT
spir-8733	84	25	113	113	NUM
spir-8733	84	26	-	-	SYM
spir-8733	84	27	129	129	NUM
spir-8733	84	28	)	)	PUNCT
spir-8733	84	29	.	.	PUNCT
spir-8733	85	1	basingstoke	basingstoke	PROPN
spir-8733	85	2	,	,	PUNCT
spir-8733	85	3	hampshire	hampshire	PROPN
spir-8733	85	4	:	:	PUNCT
spir-8733	85	5	palgrave	palgrave	PROPN
spir-8733	85	6	macmillan	macmillan	PROPN
spir-8733	85	7	.	.	PUNCT
spir-8733	86	1	bruns	bruns	PROPN
spir-8733	86	2	,	,	PUNCT
spir-8733	86	3	a.	a.	NOUN
spir-8733	86	4	&	&	CCONJ
spir-8733	86	5	moe	moe	PROPN
spir-8733	86	6	,	,	PUNCT
spir-8733	86	7	h.	h.	PROPN
spir-8733	86	8	(	(	PUNCT
spir-8733	86	9	2014	2014	NUM
spir-8733	86	10	)	)	PUNCT
spir-8733	86	11	.	.	PUNCT
spir-8733	87	1	structural	structural	ADJ
spir-8733	87	2	layers	layer	NOUN
spir-8733	87	3	of	of	ADP
spir-8733	87	4	communication	communication	NOUN
spir-8733	87	5	on	on	ADP
spir-8733	87	6	twitter	twitter	NOUN
spir-8733	87	7	.	.	PUNCT
spir-8733	88	1	in	in	ADP
spir-8733	88	2	k.	k.	PROPN
spir-8733	88	3	weller	weller	PROPN
spir-8733	88	4	et	et	PROPN
spir-8733	88	5	al	al	PROPN
spir-8733	88	6	.	.	PROPN
spir-8733	89	1	(	(	PUNCT
spir-8733	89	2	eds	ed	NOUN
spir-8733	89	3	.	.	PUNCT
spir-8733	89	4	)	)	PUNCT
spir-8733	89	5	,	,	PUNCT
spir-8733	89	6	twitter	twitter	NOUN
spir-8733	89	7	and	and	CCONJ
spir-8733	89	8	society	society	NOUN
spir-8733	89	9	(	(	PUNCT
spir-8733	89	10	pp	pp	ADJ
spir-8733	89	11	.	.	PUNCT
spir-8733	90	1	15	15	NUM
spir-8733	90	2	-	-	SYM
spir-8733	90	3	28	28	NUM
spir-8733	90	4	)	)	PUNCT
spir-8733	90	5	.	.	PUNCT
spir-8733	91	1	new	new	PROPN
spir-8733	91	2	york	york	PROPN
spir-8733	91	3	:	:	PUNCT
spir-8733	91	4	peter	peter	PROPN
spir-8733	91	5	lang	lang	PROPN
spir-8733	91	6	.	.	PUNCT
spir-8733	92	1	cbs	cbs	PROPN
spir-8733	92	2	(	(	PUNCT
spir-8733	92	3	2016	2016	NUM
spir-8733	92	4	)	)	PUNCT
spir-8733	92	5	.	.	PUNCT
spir-8733	93	1	statline	statline	PROPN
spir-8733	93	2	.	.	PUNCT
spir-8733	94	1	in	in	ADP
spir-8733	94	2	centraal	centraal	PROPN
spir-8733	94	3	bureau	bureau	PROPN
spir-8733	94	4	voor	voor	PROPN
spir-8733	94	5	de	de	X
spir-8733	94	6	statistiek	statistiek	NOUN
spir-8733	94	7	.	.	PUNCT
spir-8733	95	1	http://statline.cbs.nl/statweb/search/?q=inwoneraantallen	http://statline.cbs.nl/statweb/search/?q=inwoneraantallen	ADJ
spir-8733	95	2	.	.	PUNCT
spir-8733	95	3	dijck	dijck	NOUN
spir-8733	95	4	,	,	PUNCT
spir-8733	95	5	j.	j.	PROPN
spir-8733	95	6	van	van	PROPN
spir-8733	95	7	(	(	PUNCT
spir-8733	95	8	2013	2013	NUM
spir-8733	95	9	)	)	PUNCT
spir-8733	95	10	.	.	PUNCT
spir-8733	96	1	the	the	DET
spir-8733	96	2	culture	culture	NOUN
spir-8733	96	3	of	of	ADP
spir-8733	96	4	connectivity	connectivity	NOUN
spir-8733	96	5	.	.	PUNCT
spir-8733	97	1	a	a	DET
spir-8733	97	2	critical	critical	ADJ
spir-8733	97	3	history	history	NOUN
spir-8733	97	4	of	of	ADP
spir-8733	97	5	social	social	ADJ
spir-8733	97	6	media	medium	NOUN
spir-8733	97	7	.	.	PUNCT
spir-8733	98	1	new	new	PROPN
spir-8733	98	2	york	york	PROPN
spir-8733	98	3	:	:	PUNCT
spir-8733	98	4	oxford	oxford	PROPN
spir-8733	98	5	university	university	PROPN
spir-8733	98	6	press	press	NOUN
spir-8733	98	7	.	.	PUNCT
spir-8733	99	1	erickson	erickson	PROPN
spir-8733	99	2	,	,	PUNCT
spir-8733	99	3	i.	i.	PROPN
spir-8733	99	4	(	(	PUNCT
spir-8733	99	5	2010	2010	NUM
spir-8733	99	6	)	)	PUNCT
spir-8733	99	7	.	.	PUNCT
spir-8733	100	1	geography	geography	NOUN
spir-8733	100	2	and	and	CCONJ
spir-8733	100	3	community	community	NOUN
spir-8733	100	4	:	:	PUNCT
spir-8733	100	5	new	new	ADJ
spir-8733	100	6	forms	form	NOUN
spir-8733	100	7	of	of	ADP
spir-8733	100	8	interaction	interaction	NOUN
spir-8733	100	9	among	among	ADP
spir-8733	100	10	people	people	NOUN
spir-8733	100	11	and	and	CCONJ
spir-8733	100	12	places	place	NOUN
spir-8733	100	13	.	.	PUNCT
spir-8733	101	1	american	american	ADJ
spir-8733	101	2	behavioral	behavioral	ADJ
spir-8733	101	3	scientist	scientist	NOUN
spir-8733	101	4	,	,	PUNCT
spir-8733	101	5	53(8	53(8	PROPN
spir-8733	101	6	)	)	PUNCT
spir-8733	101	7	,	,	PUNCT
spir-8733	101	8	pp	pp	PROPN
spir-8733	101	9	.	.	PUNCT
spir-8733	102	1	1194	1194	NUM
spir-8733	102	2	-	-	SYM
spir-8733	102	3	1207	1207	NUM
spir-8733	102	4	.	.	PUNCT
spir-8733	103	1	http://journals.sagepub.com/doi/abs/10.1177/0002764209356250	http://journals.sagepub.com/doi/abs/10.1177/0002764209356250	PROPN
spir-8733	103	2	.	.	PUNCT
spir-8733	104	1	habermas	habermas	PROPN
spir-8733	104	2	,	,	PUNCT
spir-8733	104	3	j.	j.	PROPN
spir-8733	104	4	(	(	PUNCT
spir-8733	104	5	1989	1989	NUM
spir-8733	104	6	)	)	PUNCT
spir-8733	104	7	.	.	PUNCT
spir-8733	105	1	the	the	DET
spir-8733	105	2	structural	structural	ADJ
spir-8733	105	3	transformation	transformation	NOUN
spir-8733	105	4	of	of	ADP
spir-8733	105	5	the	the	DET
spir-8733	105	6	public	public	ADJ
spir-8733	105	7	sphere	sphere	NOUN
spir-8733	105	8	.	.	PUNCT
spir-8733	106	1	cambridge	cambridge	PROPN
spir-8733	106	2	,	,	PUNCT
spir-8733	106	3	ma	ma	PROPN
spir-8733	106	4	.	.	PROPN
spir-8733	106	5	:	:	PUNCT
spir-8733	107	1	mit	mit	VERB
spir-8733	107	2	press	press	NOUN
spir-8733	107	3	.	.	PUNCT
spir-8733	108	1	--(1996	--(1996	X
spir-8733	108	2	)	)	PUNCT
spir-8733	108	3	.	.	PUNCT
spir-8733	109	1	between	between	ADP
spir-8733	109	2	facts	fact	NOUN
spir-8733	109	3	and	and	CCONJ
spir-8733	109	4	norms	norm	NOUN
spir-8733	109	5	:	:	PUNCT
spir-8733	109	6	contributions	contribution	NOUN
spir-8733	109	7	to	to	ADP
spir-8733	109	8	a	a	DET
spir-8733	109	9	discourse	discourse	NOUN
spir-8733	109	10	theory	theory	NOUN
spir-8733	109	11	of	of	ADP
spir-8733	109	12	law	law	NOUN
spir-8733	109	13	and	and	CCONJ
spir-8733	109	14	democracy	democracy	NOUN
spir-8733	109	15	.	.	PUNCT
spir-8733	110	1	cambridge	cambridge	NOUN
spir-8733	110	2	:	:	PUNCT
spir-8733	110	3	polity	polity	NOUN
spir-8733	110	4	.	.	PUNCT
spir-8733	111	1	jacomy	jacomy	NOUN
spir-8733	111	2	,	,	PUNCT
spir-8733	111	3	m.	m.	NOUN
spir-8733	111	4	,	,	PUNCT
spir-8733	111	5	heymann	heymann	PROPN
spir-8733	111	6	,	,	PUNCT
spir-8733	111	7	s.	s.	PROPN
spir-8733	111	8	,	,	PUNCT
spir-8733	111	9	venturini	venturini	NOUN
spir-8733	111	10	,	,	PUNCT
spir-8733	111	11	t.	t.	NOUN
spir-8733	111	12	and	and	CCONJ
spir-8733	111	13	bastian	bastian	NOUN
spir-8733	111	14	,	,	PUNCT
spir-8733	111	15	m.	m.	NOUN
spir-8733	111	16	(	(	PUNCT
spir-8733	111	17	2014	2014	NUM
spir-8733	111	18	)	)	PUNCT
spir-8733	111	19	.	.	PUNCT
spir-8733	112	1	forceatlas2	forceatlas2	PROPN
spir-8733	112	2	.	.	PUNCT
spir-8733	113	1	a	a	DET
spir-8733	113	2	continuous	continuous	ADJ
spir-8733	113	3	graph	graph	NOUN
spir-8733	113	4	layout	layout	NOUN
spir-8733	113	5	algorithm	algorithm	NOUN
spir-8733	113	6	for	for	ADP
spir-8733	113	7	handy	handy	ADJ
spir-8733	113	8	network	network	NOUN
spir-8733	113	9	visualization	visualization	NOUN
spir-8733	113	10	.	.	PUNCT
spir-8733	114	1	plos	plos	PROPN
spir-8733	114	2	one	one	NUM
spir-8733	114	3	9(6	9(6	NUM
spir-8733	114	4	)	)	PUNCT
spir-8733	114	5	.	.	PUNCT
spir-8733	115	1	http://dx.doi.org/10.1371/journal.pone.0098679	http://dx.doi.org/10.1371/journal.pone.0098679	PROPN
spir-8733	115	2	.	.	PUNCT
spir-8733	116	1	kerkhoven	kerkhoven	VERB
spir-8733	116	2	,	,	PUNCT
spir-8733	116	3	m.c	m.c	PROPN
spir-8733	116	4	.	.	PROPN
spir-8733	116	5	van	van	PROPN
spir-8733	116	6	(	(	PUNCT
spir-8733	116	7	2016	2016	NUM
spir-8733	116	8	)	)	PUNCT
spir-8733	116	9	.	.	PUNCT
spir-8733	117	1	lost	lose	VERB
spir-8733	117	2	in	in	ADP
spir-8733	117	3	transition	transition	NOUN
spir-8733	117	4	:	:	PUNCT
spir-8733	117	5	media	medium	NOUN
spir-8733	117	6	innovations	innovation	NOUN
spir-8733	117	7	in	in	ADP
spir-8733	117	8	the	the	DET
spir-8733	117	9	netherlands	netherlands	PROPN
spir-8733	117	10	.	.	PUNCT
spir-8733	118	1	ph.d	ph.d	PROPN
spir-8733	118	2	thesis	thesis	NOUN
spir-8733	118	3	.	.	PUNCT
spir-8733	119	1	university	university	NOUN
spir-8733	119	2	of	of	ADP
spir-8733	119	3	amsterdam	amsterdam	PROPN
spir-8733	119	4	.	.	PUNCT
spir-8733	120	1	http://hdl.handle.net/11245/1.535977	http://hdl.handle.net/11245/1.535977	PROPN
spir-8733	120	2	.	.	PUNCT
spir-8733	120	3	moretti	moretti	PROPN
spir-8733	120	4	,	,	PUNCT
spir-8733	120	5	f.	f.	PROPN
spir-8733	120	6	(	(	PUNCT
spir-8733	120	7	2013	2013	NUM
spir-8733	120	8	)	)	PUNCT
spir-8733	120	9	.	.	PUNCT
spir-8733	121	1	distant	distant	ADJ
spir-8733	121	2	reading	reading	NOUN
spir-8733	121	3	.	.	PUNCT
spir-8733	122	1	london	london	PROPN
spir-8733	122	2	:	:	PUNCT
spir-8733	122	3	verso	verso	ADJ
spir-8733	122	4	.	.	PUNCT
spir-8733	123	1	newcom	newcom	NOUN
spir-8733	123	2	(	(	PUNCT
spir-8733	123	3	2016	2016	NUM
spir-8733	123	4	)	)	PUNCT
spir-8733	123	5	.	.	PUNCT
spir-8733	124	1	nationale	nationale	PROPN
spir-8733	124	2	social	social	ADJ
spir-8733	124	3	media	medium	NOUN
spir-8733	124	4	onderzoek	onderzoek	PROPN
spir-8733	124	5	2016	2016	NUM
spir-8733	124	6	.	.	PUNCT
spir-8733	125	1	www.newcom.nl/socialmedia2016	www.newcom.nl/socialmedia2016	PROPN
spir-8733	125	2	.	.	PUNCT
spir-8733	126	1	rieder	rieder	NOUN
spir-8733	126	2	,	,	PUNCT
spir-8733	126	3	b.	b.	PROPN
spir-8733	126	4	,	,	PUNCT
spir-8733	126	5	abdulla	abdulla	PROPN
spir-8733	126	6	,	,	PUNCT
spir-8733	126	7	r.	r.	PROPN
spir-8733	126	8	,	,	PUNCT
spir-8733	126	9	poell	poell	NOUN
spir-8733	126	10	,	,	PUNCT
spir-8733	126	11	t.	t.	PROPN
spir-8733	126	12	,	,	PUNCT
spir-8733	126	13	woltering	woltering	PROPN
spir-8733	126	14	,	,	PUNCT
spir-8733	126	15	r.	r.	PROPN
spir-8733	126	16	and	and	CCONJ
spir-8733	126	17	zack	zack	PROPN
spir-8733	126	18	,	,	PUNCT
spir-8733	126	19	l.	l.	PROPN
spir-8733	126	20	(	(	PUNCT
spir-8733	126	21	2015	2015	NUM
spir-8733	126	22	)	)	PUNCT
spir-8733	126	23	.	.	PUNCT
spir-8733	127	1	data	datum	NOUN
spir-8733	127	2	critique	critique	NOUN
spir-8733	127	3	and	and	CCONJ
spir-8733	127	4	analytical	analytical	ADJ
spir-8733	127	5	opportunities	opportunity	NOUN
spir-8733	127	6	for	for	ADP
spir-8733	127	7	very	very	ADV
spir-8733	127	8	large	large	ADJ
spir-8733	127	9	facebook	facebook	NOUN
spir-8733	127	10	pages	page	NOUN
spir-8733	127	11	:	:	PUNCT
spir-8733	127	12	lessons	lesson	NOUN
spir-8733	127	13	learned	learn	VERB
spir-8733	127	14	from	from	ADP
spir-8733	127	15	exploring	explore	VERB
spir-8733	127	16	"	"	PUNCT
spir-8733	127	17	we	we	PRON
spir-8733	127	18	are	be	AUX
spir-8733	127	19	all	all	PRON
spir-8733	127	20	khaled	khaled	PROPN
spir-8733	127	21	said	say	VERB
spir-8733	127	22	"	"	PUNCT
spir-8733	127	23	,	,	PUNCT
spir-8733	127	24	big	big	ADJ
spir-8733	127	25	data	datum	NOUN
spir-8733	127	26	&	&	CCONJ
spir-8733	127	27	society	society	NOUN
spir-8733	127	28	,	,	PUNCT
spir-8733	127	29	2(2	2(2	NUM
spir-8733	127	30	)	)	PUNCT
spir-8733	127	31	.	.	PUNCT
spir-8733	128	1	http://bds.sagepub.com/content/2/2/2053951715614980	http://bds.sagepub.com/content/2/2/2053951715614980	PROPN
spir-8733	128	2	.	.	PUNCT
spir-8733	129	1	rogers	rogers	PROPN
spir-8733	129	2	,	,	PUNCT
spir-8733	129	3	r.	r.	PROPN
spir-8733	129	4	(	(	PUNCT
spir-8733	129	5	2013	2013	NUM
spir-8733	129	6	)	)	PUNCT
spir-8733	129	7	.	.	PUNCT
spir-8733	130	1	digital	digital	ADJ
spir-8733	130	2	methods	method	NOUN
spir-8733	130	3	,	,	PUNCT
spir-8733	130	4	cambridge	cambridge	PROPN
spir-8733	130	5	,	,	PUNCT
spir-8733	130	6	ma	ma	PROPN
spir-8733	130	7	.	.	PROPN
spir-8733	130	8	:	:	PUNCT
spir-8733	130	9	mit	mit	VERB
spir-8733	130	10	press	press	NOUN
spir-8733	130	11	.	.	PUNCT
spir-8733	131	1	weller	weller	PROPN
spir-8733	131	2	,	,	PUNCT
spir-8733	131	3	k.	k.	PROPN
spir-8733	131	4	,	,	PUNCT
spir-8733	131	5	bruns	brun	NOUN
spir-8733	131	6	,	,	PUNCT
spir-8733	131	7	a.	a.	NOUN
spir-8733	131	8	,	,	PUNCT
spir-8733	131	9	burgess	burgess	PROPN
spir-8733	131	10	,	,	PUNCT
spir-8733	131	11	j.	j.	PROPN
spir-8733	131	12	,	,	PUNCT
spir-8733	131	13	mahrt	mahrt	PROPN
spir-8733	131	14	,	,	PUNCT
spir-8733	131	15	m.	m.	NOUN
spir-8733	131	16	&	&	CCONJ
spir-8733	131	17	puschmann	puschmann	PROPN
spir-8733	131	18	,	,	PUNCT
spir-8733	131	19	c.	c.	PROPN
spir-8733	131	20	(	(	PUNCT
spir-8733	131	21	2014	2014	NUM
spir-8733	131	22	)	)	PUNCT
spir-8733	131	23	.	.	PUNCT
spir-8733	132	1	twitter	twitter	NOUN
spir-8733	132	2	and	and	CCONJ
spir-8733	132	3	society	society	NOUN
spir-8733	132	4	.	.	PUNCT
spir-8733	133	1	new	new	PROPN
spir-8733	133	2	york	york	PROPN
spir-8733	133	3	:	:	PUNCT
spir-8733	133	4	peter	peter	PROPN
spir-8733	133	5	lang	lang	PROPN
spir-8733	133	6	.	.	PUNCT
spir-8733	134	1	wilken	wilken	PROPN
spir-8733	134	2	,	,	PUNCT
spir-8733	134	3	r.	r.	PROPN
spir-8733	134	4	(	(	PUNCT
spir-8733	134	5	2014	2014	NUM
spir-8733	134	6	)	)	PUNCT
spir-8733	134	7	.	.	PUNCT
spir-8733	135	1	twitter	twitter	NOUN
spir-8733	135	2	and	and	CCONJ
spir-8733	135	3	geographical	geographical	ADJ
spir-8733	135	4	location	location	NOUN
spir-8733	135	5	.	.	PUNCT
spir-8733	136	1	in	in	ADP
spir-8733	136	2	k.	k.	PROPN
spir-8733	136	3	weller	weller	PROPN
spir-8733	136	4	et	et	PROPN
spir-8733	136	5	al	al	PROPN
spir-8733	136	6	.	.	PROPN
spir-8733	137	1	(	(	PUNCT
spir-8733	137	2	eds	ed	NOUN
spir-8733	137	3	.	.	PUNCT
spir-8733	137	4	)	)	PUNCT
spir-8733	137	5	,	,	PUNCT
spir-8733	137	6	twitter	twitter	NOUN
spir-8733	137	7	and	and	CCONJ
spir-8733	137	8	society	society	NOUN
spir-8733	137	9	(	(	PUNCT
spir-8733	137	10	pp	pp	ADJ
spir-8733	137	11	.	.	PUNCT
spir-8733	138	1	155	155	NUM
spir-8733	138	2	-	-	SYM
spir-8733	138	3	167	167	NUM
spir-8733	138	4	)	)	PUNCT
spir-8733	138	5	.	.	PUNCT
spir-8733	139	1	new	new	PROPN
spir-8733	139	2	york	york	PROPN
spir-8733	139	3	:	:	PUNCT
spir-8733	139	4	peter	peter	PROPN
spir-8733	139	5	lang	lang	PROPN
spir-8733	139	6	.	.	PUNCT