id	sid	tid	token	lemma	pos
spir-8752	1	1	selected	select	VERB
spir-8752	1	2	papers	paper	NOUN
spir-8752	1	3	of	of	ADP
spir-8752	1	4	aoir	aoir	NOUN
spir-8752	1	5	2016	2016	NUM
spir-8752	1	6	:	:	PUNCT
spir-8752	1	7	the	the	DET
spir-8752	1	8	17th	17th	ADJ
spir-8752	1	9	annual	annual	ADJ
spir-8752	1	10	conference	conference	NOUN
spir-8752	1	11	of	of	ADP
spir-8752	1	12	the	the	DET
spir-8752	1	13	association	association	NOUN
spir-8752	1	14	of	of	ADP
spir-8752	1	15	internet	internet	NOUN
spir-8752	1	16	researchers	researcher	NOUN
spir-8752	1	17	berlin	berlin	PROPN
spir-8752	1	18	,	,	PUNCT
spir-8752	1	19	germany	germany	PROPN
spir-8752	1	20	/	/	SYM
spir-8752	1	21	5	5	NUM
spir-8752	1	22	-	-	SYM
spir-8752	1	23	8	8	NUM
spir-8752	1	24	october	october	PROPN
spir-8752	1	25	2016	2016	NUM
spir-8752	1	26	suggested	suggest	VERB
spir-8752	1	27	citation	citation	NOUN
spir-8752	1	28	(	(	PUNCT
spir-8752	1	29	apa	apa	PROPN
spir-8752	1	30	):	):	PUNCT
spir-8752	1	31	bruns	brun	NOUN
spir-8752	1	32	,	,	PUNCT
spir-8752	1	33	a.	a.	PROPN
spir-8752	1	34	,	,	PUNCT
spir-8752	1	35	b.	b.	PROPN
spir-8752	1	36	moon	moon	PROPN
spir-8752	1	37	,	,	PUNCT
spir-8752	1	38	f.	f.	PROPN
spir-8752	1	39	münch	münch	PROPN
spir-8752	1	40	,	,	PUNCT
spir-8752	1	41	j.-h	j.-h	PROPN
spir-8752	1	42	.	.	PUNCT
spir-8752	2	1	schmidt	schmidt	PROPN
spir-8752	2	2	,	,	PUNCT
spir-8752	2	3	l.	l.	PROPN
spir-8752	2	4	merten	merten	PROPN
spir-8752	2	5	,	,	PUNCT
spir-8752	2	6	h.	h.	PROPN
spir-8752	2	7	moe	moe	PROPN
spir-8752	2	8	,	,	PUNCT
spir-8752	2	9	and	and	CCONJ
spir-8752	2	10	s.	s.	PROPN
spir-8752	2	11	schwartz	schwartz	PROPN
spir-8752	2	12	.	.	PUNCT
spir-8752	3	1	(	(	PUNCT
spir-8752	3	2	2016	2016	NUM
spir-8752	3	3	,	,	PUNCT
spir-8752	3	4	october	october	PROPN
spir-8752	3	5	5	5	NUM
spir-8752	3	6	-	-	SYM
spir-8752	3	7	8)	8)	NUM
spir-8752	3	8	.	.	PUNCT
spir-8752	4	1	news	news	NOUN
spir-8752	4	2	sharing	sharing	NOUN
spir-8752	4	3	on	on	ADP
spir-8752	4	4	twitter	twitter	NOUN
spir-8752	4	5	:	:	PUNCT
spir-8752	4	6	a	a	DET
spir-8752	4	7	nationally	nationally	ADV
spir-8752	4	8	comparative	comparative	ADJ
spir-8752	4	9	study	study	NOUN
spir-8752	4	10	.	.	PUNCT
spir-8752	5	1	paper	paper	NOUN
spir-8752	5	2	presented	present	VERB
spir-8752	5	3	at	at	ADP
spir-8752	5	4	aoir	aoir	NOUN
spir-8752	5	5	2016	2016	NUM
spir-8752	5	6	:	:	PUNCT
spir-8752	5	7	the	the	DET
spir-8752	5	8	17th	17th	ADJ
spir-8752	5	9	annual	annual	ADJ
spir-8752	5	10	conference	conference	NOUN
spir-8752	5	11	of	of	ADP
spir-8752	5	12	the	the	DET
spir-8752	5	13	association	association	NOUN
spir-8752	5	14	of	of	ADP
spir-8752	5	15	internet	internet	NOUN
spir-8752	5	16	researchers	researcher	NOUN
spir-8752	5	17	.	.	PUNCT
spir-8752	6	1	berlin	berlin	PROPN
spir-8752	6	2	,	,	PUNCT
spir-8752	6	3	germany	germany	PROPN
spir-8752	6	4	:	:	PUNCT
spir-8752	6	5	aoir	aoir	NOUN
spir-8752	6	6	.	.	PUNCT
spir-8752	6	7	retrieved	retrieve	VERB
spir-8752	6	8	from	from	ADP
spir-8752	6	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8752	6	10	.	.	PUNCT
spir-8752	7	1	news	news	NOUN
spir-8752	7	2	sharing	sharing	NOUN
spir-8752	7	3	on	on	ADP
spir-8752	7	4	twitter	twitter	NOUN
spir-8752	7	5	:	:	PUNCT
spir-8752	7	6	a	a	DET
spir-8752	7	7	nationally	nationally	ADV
spir-8752	7	8	comparative	comparative	ADJ
spir-8752	7	9	study	study	NOUN
spir-8752	7	10	axel	axel	PROPN
spir-8752	7	11	bruns	brun	NOUN
spir-8752	7	12	,	,	PUNCT
spir-8752	7	13	brenda	brenda	PROPN
spir-8752	7	14	moon	moon	PROPN
spir-8752	7	15	,	,	PUNCT
spir-8752	7	16	felix	felix	PROPN
spir-8752	7	17	münch	münch	PROPN
spir-8752	7	18	digital	digital	ADJ
spir-8752	7	19	media	medium	NOUN
spir-8752	7	20	research	research	NOUN
spir-8752	7	21	centre	centre	NOUN
spir-8752	7	22	,	,	PUNCT
spir-8752	7	23	queensland	queensland	PROPN
spir-8752	7	24	university	university	PROPN
spir-8752	7	25	of	of	ADP
spir-8752	7	26	technology	technology	PROPN
spir-8752	7	27	,	,	PUNCT
spir-8752	7	28	brisbane	brisbane	PROPN
spir-8752	7	29	jan	jan	PROPN
spir-8752	7	30	-	-	PUNCT
spir-8752	7	31	hinrik	hinrik	NOUN
spir-8752	7	32	schmidt	schmidt	NOUN
spir-8752	7	33	,	,	PUNCT
spir-8752	7	34	lisa	lisa	PROPN
spir-8752	7	35	merten	merten	PROPN
spir-8752	7	36	hans	hans	PROPN
spir-8752	7	37	-	-	PUNCT
spir-8752	7	38	bredow	bredow	PROPN
spir-8752	7	39	-	-	PUNCT
spir-8752	7	40	institut	institut	PROPN
spir-8752	7	41	für	für	NOUN
spir-8752	7	42	medienforschung	medienforschung	VERB
spir-8752	7	43	an	an	DET
spir-8752	7	44	der	der	ADJ
spir-8752	7	45	universität	universität	PROPN
spir-8752	7	46	hamburg	hamburg	PROPN
spir-8752	7	47	hallvard	hallvard	PROPN
spir-8752	7	48	moe	moe	PROPN
spir-8752	7	49	department	department	PROPN
spir-8752	7	50	of	of	ADP
spir-8752	7	51	information	information	NOUN
spir-8752	7	52	science	science	NOUN
spir-8752	7	53	and	and	CCONJ
spir-8752	7	54	media	medium	NOUN
spir-8752	7	55	studies	study	NOUN
spir-8752	7	56	,	,	PUNCT
spir-8752	7	57	university	university	PROPN
spir-8752	7	58	of	of	ADP
spir-8752	7	59	bergen	bergen	PROPN
spir-8752	7	60	sander	sander	PROPN
spir-8752	7	61	schwartz	schwartz	PROPN
spir-8752	7	62	department	department	PROPN
spir-8752	7	63	of	of	ADP
spir-8752	7	64	digital	digital	ADJ
spir-8752	7	65	culture	culture	NOUN
spir-8752	7	66	and	and	CCONJ
spir-8752	7	67	mobile	mobile	ADJ
spir-8752	7	68	communication	communication	NOUN
spir-8752	7	69	,	,	PUNCT
spir-8752	7	70	it	it	PRON
spir-8752	7	71	university	university	NOUN
spir-8752	7	72	copenhagen	copenhagen	PROPN
spir-8752	7	73	introduction	introduction	NOUN
spir-8752	7	74	the	the	DET
spir-8752	7	75	utility	utility	NOUN
spir-8752	7	76	of	of	ADP
spir-8752	7	77	twitter	twitter	NOUN
spir-8752	7	78	as	as	ADP
spir-8752	7	79	a	a	DET
spir-8752	7	80	medium	medium	NOUN
spir-8752	7	81	for	for	ADP
spir-8752	7	82	public	public	ADJ
spir-8752	7	83	engagement	engagement	NOUN
spir-8752	7	84	with	with	ADP
spir-8752	7	85	news	news	NOUN
spir-8752	7	86	events	event	NOUN
spir-8752	7	87	has	have	AUX
spir-8752	7	88	been	be	AUX
spir-8752	7	89	well	well	ADV
spir-8752	7	90	documented	document	VERB
spir-8752	7	91	.	.	PUNCT
spir-8752	8	1	research	research	NOUN
spir-8752	8	2	has	have	AUX
spir-8752	8	3	particularly	particularly	ADV
spir-8752	8	4	highlighted	highlight	VERB
spir-8752	8	5	the	the	DET
spir-8752	8	6	importance	importance	NOUN
spir-8752	8	7	of	of	ADP
spir-8752	8	8	twitter	twitter	NOUN
spir-8752	8	9	as	as	ADP
spir-8752	8	10	a	a	DET
spir-8752	8	11	space	space	NOUN
spir-8752	8	12	for	for	ADP
spir-8752	8	13	the	the	DET
spir-8752	8	14	rapid	rapid	ADJ
spir-8752	8	15	assembly	assembly	NOUN
spir-8752	8	16	of	of	ADP
spir-8752	8	17	ad	ad	X
spir-8752	8	18	hoc	hoc	X
spir-8752	8	19	publics	public	NOUN
spir-8752	8	20	(	(	PUNCT
spir-8752	8	21	bruns	brun	NOUN
spir-8752	8	22	&	&	CCONJ
spir-8752	8	23	burgess	burgess	PROPN
spir-8752	8	24	,	,	PUNCT
spir-8752	8	25	2015	2015	NUM
spir-8752	8	26	)	)	PUNCT
spir-8752	8	27	around	around	ADP
spir-8752	8	28	breaking	break	VERB
spir-8752	8	29	news	news	NOUN
spir-8752	8	30	events	event	NOUN
spir-8752	8	31	,	,	PUNCT
spir-8752	8	32	aided	aid	VERB
spir-8752	8	33	also	also	ADV
spir-8752	8	34	by	by	ADP
spir-8752	8	35	the	the	DET
spir-8752	8	36	availability	availability	NOUN
spir-8752	8	37	of	of	ADP
spir-8752	8	38	hashtags	hashtag	NOUN
spir-8752	8	39	as	as	ADP
spir-8752	8	40	a	a	DET
spir-8752	8	41	flexible	flexible	ADJ
spir-8752	8	42	mechanism	mechanism	NOUN
spir-8752	8	43	for	for	ADP
spir-8752	8	44	collecting	collect	VERB
spir-8752	8	45	all	all	DET
spir-8752	8	46	tweets	tweet	NOUN
spir-8752	8	47	marked	mark	VERB
spir-8752	8	48	as	as	ADP
spir-8752	8	49	relevant	relevant	ADJ
spir-8752	8	50	to	to	ADP
spir-8752	8	51	a	a	DET
spir-8752	8	52	specific	specific	ADJ
spir-8752	8	53	topic	topic	NOUN
spir-8752	8	54	(	(	PUNCT
spir-8752	8	55	rambukkana	rambukkana	NOUN
spir-8752	8	56	,	,	PUNCT
spir-8752	8	57	2015	2015	NUM
spir-8752	8	58	)	)	PUNCT
spir-8752	8	59	.	.	PUNCT
spir-8752	9	1	in	in	ADP
spir-8752	9	2	this	this	PRON
spir-8752	9	3	,	,	PUNCT
spir-8752	9	4	twitter	twitter	NOUN
spir-8752	9	5	arguably	arguably	ADV
spir-8752	9	6	even	even	ADV
spir-8752	9	7	surpasses	surpass	VERB
spir-8752	9	8	facebook	facebook	PROPN
spir-8752	9	9	,	,	PUNCT
spir-8752	9	10	as	as	SCONJ
spir-8752	9	11	its	its	PRON
spir-8752	9	12	flat	flat	ADJ
spir-8752	9	13	,	,	PUNCT
spir-8752	9	14	non	non	ADJ
spir-8752	9	15	-	-	ADJ
spir-8752	9	16	reciprocal	reciprocal	ADJ
spir-8752	9	17	,	,	PUNCT
spir-8752	9	18	weak	weak	ADJ
spir-8752	9	19	-	-	PUNCT
spir-8752	9	20	tie	tie	NOUN
spir-8752	9	21	network	network	NOUN
spir-8752	9	22	facilitates	facilitate	VERB
spir-8752	9	23	the	the	DET
spir-8752	9	24	dissemination	dissemination	NOUN
spir-8752	9	25	of	of	ADP
spir-8752	9	26	news	news	NOUN
spir-8752	9	27	more	more	ADV
spir-8752	9	28	effectively	effectively	ADV
spir-8752	9	29	than	than	ADP
spir-8752	9	30	the	the	DET
spir-8752	9	31	hierarchical	hierarchical	ADJ
spir-8752	9	32	,	,	PUNCT
spir-8752	9	33	reciprocal	reciprocal	ADJ
spir-8752	9	34	,	,	PUNCT
spir-8752	9	35	strong	strong	ADJ
spir-8752	9	36	-	-	PUNCT
spir-8752	9	37	tie	tie	NOUN
spir-8752	9	38	structure	structure	NOUN
spir-8752	9	39	implemented	implement	VERB
spir-8752	9	40	by	by	ADP
spir-8752	9	41	facebook	facebook	PROPN
spir-8752	9	42	(	(	PUNCT
spir-8752	9	43	dewan	dewan	PROPN
spir-8752	9	44	&	&	CCONJ
spir-8752	9	45	kumaraguru	kumaraguru	PROPN
spir-8752	9	46	,	,	PUNCT
spir-8752	9	47	2014	2014	NUM
spir-8752	9	48	)	)	PUNCT
spir-8752	9	49	.	.	PUNCT
spir-8752	10	1	reflecting	reflect	VERB
spir-8752	10	2	on	on	ADP
spir-8752	10	3	this	this	DET
spir-8752	10	4	function	function	NOUN
spir-8752	10	5	,	,	PUNCT
spir-8752	10	6	hermida	hermida	PROPN
spir-8752	10	7	(	(	PUNCT
spir-8752	10	8	2010	2010	NUM
spir-8752	10	9	)	)	PUNCT
spir-8752	10	10	and	and	CCONJ
spir-8752	10	11	burns	burn	NOUN
spir-8752	10	12	(	(	PUNCT
spir-8752	10	13	2010	2010	NUM
spir-8752	10	14	)	)	PUNCT
spir-8752	10	15	have	have	AUX
spir-8752	10	16	both	both	CCONJ
spir-8752	10	17	described	describe	VERB
spir-8752	10	18	twitter	twitter	NOUN
spir-8752	10	19	as	as	ADP
spir-8752	10	20	an	an	DET
spir-8752	10	21	“	"	PUNCT
spir-8752	10	22	ambient	ambient	ADJ
spir-8752	10	23	news	news	NOUN
spir-8752	10	24	network	network	NOUN
spir-8752	10	25	”	"	PUNCT
spir-8752	10	26	that	that	PRON
spir-8752	10	27	is	be	AUX
spir-8752	10	28	always	always	ADV
spir-8752	10	29	active	active	ADJ
spir-8752	10	30	in	in	ADP
spir-8752	10	31	the	the	DET
spir-8752	10	32	background	background	NOUN
spir-8752	10	33	,	,	PUNCT
spir-8752	10	34	and	and	CCONJ
spir-8752	10	35	springs	spring	NOUN
spir-8752	10	36	into	into	ADP
spir-8752	10	37	foreground	foreground	NOUN
spir-8752	10	38	action	action	NOUN
spir-8752	10	39	as	as	ADP
spir-8752	10	40	major	major	ADJ
spir-8752	10	41	news	news	NOUN
spir-8752	10	42	breaks	break	NOUN
spir-8752	10	43	.	.	PUNCT
spir-8752	11	1	while	while	SCONJ
spir-8752	11	2	this	this	PRON
spir-8752	11	3	correctly	correctly	ADV
spir-8752	11	4	characterises	characterise	VERB
spir-8752	11	5	twitter	twitter	NOUN
spir-8752	11	6	’s	’s	PART
spir-8752	11	7	role	role	NOUN
spir-8752	11	8	during	during	ADP
spir-8752	11	9	such	such	ADJ
spir-8752	11	10	events	event	NOUN
spir-8752	11	11	,	,	PUNCT
spir-8752	11	12	much	much	ADV
spir-8752	11	13	less	less	ADJ
spir-8752	11	14	is	be	AUX
spir-8752	11	15	known	know	VERB
spir-8752	11	16	about	about	ADP
spir-8752	11	17	the	the	DET
spir-8752	11	18	platform	platform	NOUN
spir-8752	11	19	’s	’s	PART
spir-8752	11	20	performance	performance	NOUN
spir-8752	11	21	during	during	ADP
spir-8752	11	22	its	its	PRON
spir-8752	11	23	“	"	PUNCT
spir-8752	11	24	ambient	ambient	ADJ
spir-8752	11	25	”	"	PUNCT
spir-8752	11	26	phases	phase	NOUN
spir-8752	11	27	–	–	PUNCT
spir-8752	11	28	that	that	ADV
spir-8752	11	29	is	is	ADV
spir-8752	11	30	,	,	PUNCT
spir-8752	11	31	about	about	ADP
spir-8752	11	32	the	the	DET
spir-8752	11	33	day	day	NOUN
spir-8752	11	34	-	-	PUNCT
spir-8752	11	35	to	to	ADP
spir-8752	11	36	-	-	PUNCT
spir-8752	11	37	day	day	NOUN
spir-8752	11	38	news	news	NOUN
spir-8752	11	39	sharing	sharing	NOUN
spir-8752	11	40	and	and	CCONJ
spir-8752	11	41	news	news	NOUN
spir-8752	11	42	engagement	engagement	NOUN
spir-8752	11	43	practices	practice	NOUN
spir-8752	11	44	of	of	ADP
spir-8752	11	45	users	user	NOUN
spir-8752	11	46	outside	outside	ADP
spir-8752	11	47	of	of	ADP
spir-8752	11	48	periods	period	NOUN
spir-8752	11	49	of	of	ADP
spir-8752	11	50	heightened	heightened	ADJ
spir-8752	11	51	attention	attention	NOUN
spir-8752	11	52	.	.	PUNCT
spir-8752	12	1	in	in	ADP
spir-8752	12	2	part	part	NOUN
spir-8752	12	3	,	,	PUNCT
spir-8752	12	4	this	this	DET
spir-8752	12	5	comparative	comparative	ADJ
spir-8752	12	6	lack	lack	NOUN
spir-8752	12	7	of	of	ADP
spir-8752	12	8	research	research	NOUN
spir-8752	12	9	into	into	ADP
spir-8752	12	10	routine	routine	ADJ
spir-8752	12	11	news	news	NOUN
spir-8752	12	12	practices	practice	NOUN
spir-8752	12	13	on	on	ADP
spir-8752	12	14	twitter	twitter	NOUN
spir-8752	12	15	also	also	ADV
spir-8752	12	16	stems	stem	VERB
spir-8752	12	17	from	from	ADP
spir-8752	12	18	the	the	DET
spir-8752	12	19	methodological	methodological	ADJ
spir-8752	12	20	challenges	challenge	NOUN
spir-8752	12	21	associated	associate	VERB
spir-8752	12	22	with	with	ADP
spir-8752	12	23	researching	research	VERB
spir-8752	12	24	them	they	PRON
spir-8752	12	25	:	:	PUNCT
spir-8752	12	26	while	while	SCONJ
spir-8752	12	27	it	it	PRON
spir-8752	12	28	is	be	AUX
spir-8752	12	29	relatively	relatively	ADV
spir-8752	12	30	easy	easy	ADJ
spir-8752	12	31	to	to	PART
spir-8752	12	32	capture	capture	VERB
spir-8752	12	33	all	all	PRON
spir-8752	12	34	of	of	ADP
spir-8752	12	35	the	the	DET
spir-8752	12	36	hashtagged	hashtagged	ADJ
spir-8752	12	37	tweets	tweet	NOUN
spir-8752	12	38	relating	relate	VERB
spir-8752	12	39	to	to	ADP
spir-8752	12	40	a	a	DET
spir-8752	12	41	given	give	VERB
spir-8752	12	42	breaking	break	VERB
spir-8752	12	43	news	news	NOUN
spir-8752	12	44	event	event	NOUN
spir-8752	12	45	,	,	PUNCT
spir-8752	12	46	it	it	PRON
spir-8752	12	47	is	be	AUX
spir-8752	12	48	considerably	considerably	ADV
spir-8752	12	49	more	more	ADV
spir-8752	12	50	difficult	difficult	ADJ
spir-8752	12	51	to	to	PART
spir-8752	12	52	track	track	VERB
spir-8752	12	53	general	general	ADJ
spir-8752	12	54	,	,	PUNCT
spir-8752	12	55	non	non	ADJ
spir-8752	12	56	-	-	ADJ
spir-8752	12	57	exceptional	exceptional	ADJ
spir-8752	12	58	user	user	NOUN
spir-8752	12	59	activities	activity	NOUN
spir-8752	12	60	on	on	ADP
spir-8752	12	61	twitter	twitter	NOUN
spir-8752	12	62	(	(	PUNCT
spir-8752	12	63	burgess	burgess	NOUN
spir-8752	12	64	&	&	CCONJ
spir-8752	12	65	bruns	brun	NOUN
spir-8752	12	66	,	,	PUNCT
spir-8752	12	67	2015	2015	NUM
spir-8752	12	68	)	)	PUNCT
spir-8752	12	69	.	.	PUNCT
spir-8752	13	1	addressing	address	VERB
spir-8752	13	2	this	this	DET
spir-8752	13	3	substantial	substantial	ADJ
spir-8752	13	4	gap	gap	NOUN
spir-8752	13	5	in	in	ADP
spir-8752	13	6	the	the	DET
spir-8752	13	7	literature	literature	NOUN
spir-8752	13	8	,	,	PUNCT
spir-8752	13	9	this	this	DET
spir-8752	13	10	paper	paper	NOUN
spir-8752	13	11	presents	present	VERB
spir-8752	13	12	the	the	DET
spir-8752	13	13	first	first	ADJ
spir-8752	13	14	results	result	NOUN
spir-8752	13	15	from	from	ADP
spir-8752	13	16	a	a	DET
spir-8752	13	17	major	major	ADJ
spir-8752	13	18	,	,	PUNCT
spir-8752	13	19	long	long	ADJ
spir-8752	13	20	-	-	PUNCT
spir-8752	13	21	term	term	NOUN
spir-8752	13	22	,	,	PUNCT
spir-8752	13	23	internationally	internationally	ADV
spir-8752	13	24	comparative	comparative	ADJ
spir-8752	13	25	study	study	NOUN
spir-8752	13	26	of	of	ADP
spir-8752	13	27	news	news	NOUN
spir-8752	13	28	sharing	sharing	NOUN
spir-8752	13	29	on	on	ADP
spir-8752	13	30	twitter	twitter	NOUN
spir-8752	13	31	.	.	PUNCT
spir-8752	14	1	gathering	gather	VERB
spir-8752	14	2	twitter	twitter	NOUN
spir-8752	14	3	data	datum	NOUN
spir-8752	14	4	since	since	SCONJ
spir-8752	14	5	mid-2012	mid-2012	NOUN
spir-8752	14	6	,	,	PUNCT
spir-8752	14	7	we	we	PRON
spir-8752	14	8	have	have	AUX
spir-8752	14	9	managed	manage	VERB
spir-8752	14	10	–	–	PUNCT
spir-8752	14	11	within	within	ADP
spir-8752	14	12	the	the	DET
spir-8752	14	13	limitations	limitation	NOUN
spir-8752	14	14	set	set	VERB
spir-8752	14	15	by	by	ADP
spir-8752	14	16	the	the	DET
spir-8752	14	17	public	public	ADJ
spir-8752	14	18	twitter	twitter	NOUN
spir-8752	14	19	api	api	NOUN
spir-8752	14	20	–	–	PUNCT
spir-8752	14	21	to	to	PART
spir-8752	14	22	capture	capture	VERB
spir-8752	14	23	all	all	DET
spir-8752	14	24	tweets	tweet	NOUN
spir-8752	14	25	linking	link	VERB
spir-8752	14	26	to	to	ADP
spir-8752	14	27	a	a	DET
spir-8752	14	28	large	large	ADJ
spir-8752	14	29	selection	selection	NOUN
spir-8752	14	30	of	of	ADP
spir-8752	14	31	news	news	NOUN
spir-8752	14	32	sites	site	NOUN
spir-8752	14	33	in	in	ADP
spir-8752	14	34	australia	australia	PROPN
spir-8752	14	35	,	,	PUNCT
spir-8752	14	36	germany	germany	PROPN
spir-8752	14	37	,	,	PUNCT
spir-8752	14	38	and	and	CCONJ
spir-8752	14	39	the	the	DET
spir-8752	14	40	nordic	nordic	ADJ
spir-8752	14	41	countries	country	NOUN
spir-8752	14	42	;	;	PUNCT
spir-8752	14	43	our	our	PRON
spir-8752	14	44	analysis	analysis	NOUN
spir-8752	14	45	of	of	ADP
spir-8752	14	46	these	these	DET
spir-8752	14	47	data	datum	NOUN
spir-8752	14	48	shows	show	VERB
spir-8752	14	49	the	the	DET
spir-8752	14	50	distribution	distribution	NOUN
spir-8752	14	51	of	of	ADP
spir-8752	14	52	attention	attention	NOUN
spir-8752	14	53	to	to	ADP
spir-8752	14	54	these	these	DET
spir-8752	14	55	sites	site	NOUN
spir-8752	14	56	,	,	PUNCT
spir-8752	14	57	the	the	DET
spir-8752	14	58	dynamics	dynamic	NOUN
spir-8752	14	59	of	of	ADP
spir-8752	14	60	such	such	ADJ
spir-8752	14	61	marketshare	marketshare	NOUN
spir-8752	14	62	over	over	ADP
spir-8752	14	63	time	time	NOUN
spir-8752	14	64	,	,	PUNCT
spir-8752	14	65	and	and	CCONJ
spir-8752	14	66	the	the	DET
spir-8752	14	67	structure	structure	NOUN
spir-8752	14	68	of	of	ADP
spir-8752	14	69	each	each	DET
spir-8752	14	70	nation	nation	NOUN
spir-8752	14	71	’s	’s	PART
spir-8752	14	72	news	news	NOUN
spir-8752	14	73	-	-	PUNCT
spir-8752	14	74	sharing	share	VERB
spir-8752	14	75	user	user	NOUN
spir-8752	14	76	populations	population	NOUN
spir-8752	14	77	on	on	ADP
spir-8752	14	78	twitter	twitter	NOUN
spir-8752	14	79	,	,	PUNCT
spir-8752	14	80	as	as	ADV
spir-8752	14	81	well	well	ADV
spir-8752	14	82	as	as	ADP
spir-8752	14	83	comparing	compare	VERB
spir-8752	14	84	these	these	DET
spir-8752	14	85	patterns	pattern	NOUN
spir-8752	14	86	across	across	ADP
spir-8752	14	87	the	the	DET
spir-8752	14	88	countries	country	NOUN
spir-8752	14	89	against	against	ADP
spir-8752	14	90	the	the	DET
spir-8752	14	91	backdrop	backdrop	NOUN
spir-8752	14	92	of	of	ADP
spir-8752	14	93	their	their	PRON
spir-8752	14	94	respective	respective	ADJ
spir-8752	14	95	media	medium	NOUN
spir-8752	14	96	ecologies	ecology	NOUN
spir-8752	14	97	.	.	PUNCT
spir-8752	15	1	approach	approach	NOUN
spir-8752	15	2	and	and	CCONJ
spir-8752	15	3	method	method	NOUN
spir-8752	15	4	given	give	VERB
spir-8752	15	5	a	a	DET
spir-8752	15	6	domain	domain	NOUN
spir-8752	15	7	name	name	NOUN
spir-8752	15	8	such	such	ADJ
spir-8752	15	9	as	as	ADP
spir-8752	15	10	abc.net.au	abc.net.au	PROPN
spir-8752	15	11	,	,	PUNCT
spir-8752	15	12	the	the	DET
spir-8752	15	13	twitter	twitter	NOUN
spir-8752	15	14	search	search	NOUN
spir-8752	15	15	api	api	NOUN
spir-8752	15	16	returns	return	VERB
spir-8752	15	17	all	all	DET
spir-8752	15	18	recent	recent	ADJ
spir-8752	15	19	tweets	tweet	NOUN
spir-8752	15	20	containing	contain	VERB
spir-8752	15	21	links	link	NOUN
spir-8752	15	22	to	to	ADP
spir-8752	15	23	that	that	DET
spir-8752	15	24	domain	domain	NOUN
spir-8752	15	25	,	,	PUNCT
spir-8752	15	26	even	even	ADV
spir-8752	15	27	if	if	SCONJ
spir-8752	15	28	those	those	DET
spir-8752	15	29	links	link	NOUN
spir-8752	15	30	were	be	AUX
spir-8752	15	31	shortened	shorten	VERB
spir-8752	15	32	in	in	ADP
spir-8752	15	33	tweets	tweet	NOUN
spir-8752	15	34	by	by	ADP
spir-8752	15	35	twitter	twitter	NOUN
spir-8752	15	36	’s	’s	PART
spir-8752	15	37	mandatory	mandatory	ADJ
spir-8752	15	38	url	url	NOUN
spir-8752	15	39	shortener	shortener	NOUN
spir-8752	15	40	t.co	t.co	ADJ
spir-8752	15	41	and/or	and/or	CCONJ
spir-8752	15	42	further	further	ADJ
spir-8752	15	43	secondary	secondary	ADJ
spir-8752	15	44	url	url	NOUN
spir-8752	15	45	shorteners	shortener	NOUN
spir-8752	15	46	such	such	ADJ
spir-8752	15	47	as	as	ADP
spir-8752	15	48	bit.ly	bit.ly	NOUN
spir-8752	15	49	or	or	CCONJ
spir-8752	15	50	ow.ly	ow.ly	NOUN
spir-8752	15	51	.	.	PUNCT
spir-8752	16	1	building	build	VERB
spir-8752	16	2	on	on	ADP
spir-8752	16	3	this	this	DET
spir-8752	16	4	functionality	functionality	NOUN
spir-8752	16	5	,	,	PUNCT
spir-8752	16	6	we	we	PRON
spir-8752	16	7	have	have	AUX
spir-8752	16	8	used	use	VERB
spir-8752	16	9	the	the	DET
spir-8752	16	10	twitter	twitter	NOUN
spir-8752	16	11	data	datum	NOUN
spir-8752	16	12	capture	capture	NOUN
spir-8752	16	13	tool	tool	NOUN
spir-8752	16	14	yourtwapperkeeper	yourtwapperkeeper	NOUN
spir-8752	16	15	since	since	SCONJ
spir-8752	16	16	mid-2012	mid-2012	NOUN
spir-8752	16	17	to	to	PART
spir-8752	16	18	track	track	VERB
spir-8752	16	19	tweets	tweet	NOUN
spir-8752	16	20	linking	link	VERB
spir-8752	16	21	to	to	ADP
spir-8752	16	22	some	some	DET
spir-8752	16	23	35	35	NUM
spir-8752	16	24	australian	australian	ADJ
spir-8752	16	25	news	news	NOUN
spir-8752	16	26	sites	site	NOUN
spir-8752	16	27	;	;	PUNCT
spir-8752	16	28	since	since	SCONJ
spir-8752	16	29	late	late	ADJ
spir-8752	16	30	2012	2012	NUM
spir-8752	16	31	to	to	PART
spir-8752	16	32	track	track	VERB
spir-8752	16	33	some	some	DET
spir-8752	16	34	400	400	NUM
spir-8752	16	35	german	german	ADJ
spir-8752	16	36	news	news	NOUN
spir-8752	16	37	sites	site	NOUN
spir-8752	16	38	;	;	PUNCT
spir-8752	16	39	and	and	CCONJ
spir-8752	16	40	since	since	SCONJ
spir-8752	16	41	late	late	ADJ
spir-8752	16	42	2013	2013	NUM
spir-8752	16	43	to	to	PART
spir-8752	16	44	track	track	VERB
spir-8752	16	45	some	some	DET
spir-8752	16	46	100	100	NUM
spir-8752	16	47	news	news	NOUN
spir-8752	16	48	sites	site	NOUN
spir-8752	16	49	in	in	ADP
spir-8752	16	50	norway	norway	PROPN
spir-8752	16	51	,	,	PUNCT
spir-8752	16	52	sweden	sweden	PROPN
spir-8752	16	53	,	,	PUNCT
spir-8752	16	54	finland	finland	PROPN
spir-8752	16	55	,	,	PUNCT
spir-8752	16	56	and	and	CCONJ
spir-8752	16	57	denmark	denmark	NOUN
spir-8752	16	58	.	.	PUNCT
spir-8752	17	1	in	in	ADP
spir-8752	17	2	each	each	DET
spir-8752	17	3	country	country	NOUN
spir-8752	17	4	,	,	PUNCT
spir-8752	17	5	these	these	DET
spir-8752	17	6	lists	list	NOUN
spir-8752	17	7	of	of	ADP
spir-8752	17	8	sites	site	NOUN
spir-8752	17	9	constitute	constitute	VERB
spir-8752	17	10	a	a	DET
spir-8752	17	11	comprehensive	comprehensive	ADJ
spir-8752	17	12	selection	selection	NOUN
spir-8752	17	13	of	of	ADP
spir-8752	17	14	all	all	DET
spir-8752	17	15	major	major	ADJ
spir-8752	17	16	news	news	NOUN
spir-8752	17	17	and	and	CCONJ
spir-8752	17	18	opinion	opinion	NOUN
spir-8752	17	19	sites	site	NOUN
spir-8752	17	20	in	in	ADP
spir-8752	17	21	the	the	DET
spir-8752	17	22	local	local	ADJ
spir-8752	17	23	mediasphere	mediasphere	ADV
spir-8752	17	24	;	;	PUNCT
spir-8752	17	25	in	in	ADP
spir-8752	17	26	each	each	DET
spir-8752	17	27	national	national	ADJ
spir-8752	17	28	case	case	NOUN
spir-8752	17	29	they	they	PRON
spir-8752	17	30	include	include	VERB
spir-8752	17	31	newspaper	newspaper	NOUN
spir-8752	17	32	,	,	PUNCT
spir-8752	17	33	television	television	NOUN
spir-8752	17	34	,	,	PUNCT
spir-8752	17	35	radio	radio	NOUN
spir-8752	17	36	,	,	PUNCT
spir-8752	17	37	and	and	CCONJ
spir-8752	17	38	online	online	ADJ
spir-8752	17	39	-	-	PUNCT
spir-8752	17	40	only	only	ADV
spir-8752	17	41	news	news	NOUN
spir-8752	17	42	sites	site	NOUN
spir-8752	17	43	.	.	PUNCT
spir-8752	18	1	in	in	ADP
spir-8752	18	2	total	total	NOUN
spir-8752	18	3	,	,	PUNCT
spir-8752	18	4	this	this	DET
spir-8752	18	5	approach	approach	NOUN
spir-8752	18	6	has	have	AUX
spir-8752	18	7	resulted	result	VERB
spir-8752	18	8	in	in	ADP
spir-8752	18	9	datasets	dataset	NOUN
spir-8752	18	10	comprising	comprise	VERB
spir-8752	18	11	some	some	DET
spir-8752	18	12	45	45	NUM
spir-8752	18	13	million	million	NUM
spir-8752	18	14	tweets	tweet	NOUN
spir-8752	18	15	linking	link	VERB
spir-8752	18	16	to	to	ADP
spir-8752	18	17	australian	australian	ADJ
spir-8752	18	18	news	news	NOUN
spir-8752	18	19	sites	site	NOUN
spir-8752	18	20	;	;	PUNCT
spir-8752	18	21	some	some	DET
spir-8752	18	22	50	50	NUM
spir-8752	18	23	million	million	NUM
spir-8752	18	24	linking	link	VERB
spir-8752	18	25	to	to	ADP
spir-8752	18	26	german	german	ADJ
spir-8752	18	27	news	news	NOUN
spir-8752	18	28	sites	site	NOUN
spir-8752	18	29	;	;	PUNCT
spir-8752	18	30	and	and	CCONJ
spir-8752	18	31	some	some	DET
spir-8752	18	32	10	10	NUM
spir-8752	18	33	million	million	NUM
spir-8752	18	34	linking	link	VERB
spir-8752	18	35	to	to	ADP
spir-8752	18	36	nordic	nordic	ADJ
spir-8752	18	37	news	news	NOUN
spir-8752	18	38	sites	site	NOUN
spir-8752	18	39	.	.	PUNCT
spir-8752	19	1	building	build	VERB
spir-8752	19	2	on	on	ADP
spir-8752	19	3	these	these	DET
spir-8752	19	4	large	large	ADJ
spir-8752	19	5	datasets	dataset	NOUN
spir-8752	19	6	,	,	PUNCT
spir-8752	19	7	we	we	PRON
spir-8752	19	8	develop	develop	VERB
spir-8752	19	9	a	a	DET
spir-8752	19	10	number	number	NOUN
spir-8752	19	11	of	of	ADP
spir-8752	19	12	key	key	ADJ
spir-8752	19	13	metrics	metric	NOUN
spir-8752	19	14	for	for	ADP
spir-8752	19	15	nation	nation	NOUN
spir-8752	19	16	-	-	PUNCT
spir-8752	19	17	bynation	bynation	NOUN
spir-8752	19	18	and	and	CCONJ
spir-8752	19	19	comparative	comparative	ADJ
spir-8752	19	20	analyses	analysis	NOUN
spir-8752	19	21	.	.	PUNCT
spir-8752	20	1	first	first	ADV
spir-8752	20	2	,	,	PUNCT
spir-8752	20	3	the	the	DET
spir-8752	20	4	study	study	NOUN
spir-8752	20	5	of	of	ADP
spir-8752	20	6	long	long	ADJ
spir-8752	20	7	-	-	PUNCT
spir-8752	20	8	term	term	NOUN
spir-8752	20	9	sharing	sharing	NOUN
spir-8752	20	10	patterns	pattern	NOUN
spir-8752	20	11	reveals	reveal	VERB
spir-8752	20	12	the	the	DET
spir-8752	20	13	respective	respective	ADJ
spir-8752	20	14	marketshare	marketshare	NOUN
spir-8752	20	15	of	of	ADP
spir-8752	20	16	each	each	DET
spir-8752	20	17	news	news	NOUN
spir-8752	20	18	site	site	NOUN
spir-8752	20	19	within	within	ADP
spir-8752	20	20	the	the	DET
spir-8752	20	21	overall	overall	ADJ
spir-8752	20	22	volume	volume	NOUN
spir-8752	20	23	of	of	ADP
spir-8752	20	24	sharing	share	VERB
spir-8752	20	25	activity	activity	NOUN
spir-8752	20	26	in	in	ADP
spir-8752	20	27	each	each	DET
spir-8752	20	28	country	country	NOUN
spir-8752	20	29	.	.	PUNCT
spir-8752	21	1	this	this	PRON
spir-8752	21	2	indicates	indicate	VERB
spir-8752	21	3	the	the	DET
spir-8752	21	4	key	key	ADJ
spir-8752	21	5	sources	source	NOUN
spir-8752	21	6	that	that	PRON
spir-8752	21	7	twitter	twitter	NOUN
spir-8752	21	8	users	user	NOUN
spir-8752	21	9	draw	draw	VERB
spir-8752	21	10	on	on	ADP
spir-8752	21	11	in	in	ADP
spir-8752	21	12	their	their	PRON
spir-8752	21	13	routine	routine	ADJ
spir-8752	21	14	news	news	NOUN
spir-8752	21	15	sharing	sharing	NOUN
spir-8752	21	16	activities	activity	NOUN
spir-8752	21	17	.	.	PUNCT
spir-8752	22	1	second	second	ADJ
spir-8752	22	2	,	,	PUNCT
spir-8752	22	3	our	our	PRON
spir-8752	22	4	longitudinal	longitudinal	ADJ
spir-8752	22	5	dataset	dataset	NOUN
spir-8752	22	6	enables	enable	VERB
spir-8752	22	7	a	a	DET
spir-8752	22	8	study	study	NOUN
spir-8752	22	9	of	of	ADP
spir-8752	22	10	the	the	DET
spir-8752	22	11	dynamics	dynamic	NOUN
spir-8752	22	12	of	of	ADP
spir-8752	22	13	this	this	DET
spir-8752	22	14	market	market	NOUN
spir-8752	22	15	structure	structure	NOUN
spir-8752	22	16	,	,	PUNCT
spir-8752	22	17	showing	show	VERB
spir-8752	22	18	the	the	DET
spir-8752	22	19	relative	relative	ADJ
spir-8752	22	20	rise	rise	NOUN
spir-8752	22	21	and	and	CCONJ
spir-8752	22	22	decline	decline	NOUN
spir-8752	22	23	of	of	ADP
spir-8752	22	24	specific	specific	ADJ
spir-8752	22	25	sites	site	NOUN
spir-8752	22	26	within	within	ADP
spir-8752	22	27	each	each	DET
spir-8752	22	28	national	national	ADJ
spir-8752	22	29	mediasphere	mediasphere	ADV
spir-8752	22	30	.	.	PUNCT
spir-8752	23	1	we	we	PRON
spir-8752	23	2	examine	examine	VERB
spir-8752	23	3	this	this	PRON
spir-8752	23	4	both	both	PRON
spir-8752	23	5	for	for	ADP
spir-8752	23	6	the	the	DET
spir-8752	23	7	entire	entire	ADJ
spir-8752	23	8	timeframe	timeframe	NOUN
spir-8752	23	9	covered	cover	VERB
spir-8752	23	10	by	by	ADP
spir-8752	23	11	each	each	DET
spir-8752	23	12	dataset	dataset	NOUN
spir-8752	23	13	,	,	PUNCT
spir-8752	23	14	and	and	CCONJ
spir-8752	23	15	in	in	ADP
spir-8752	23	16	the	the	DET
spir-8752	23	17	context	context	NOUN
spir-8752	23	18	of	of	ADP
spir-8752	23	19	specific	specific	ADJ
spir-8752	23	20	major	major	ADJ
spir-8752	23	21	events	event	NOUN
spir-8752	23	22	,	,	PUNCT
spir-8752	23	23	to	to	PART
spir-8752	23	24	explore	explore	VERB
spir-8752	23	25	whether	whether	SCONJ
spir-8752	23	26	the	the	DET
spir-8752	23	27	marketshare	marketshare	NOUN
spir-8752	23	28	of	of	ADP
spir-8752	23	29	specific	specific	ADJ
spir-8752	23	30	sites	site	NOUN
spir-8752	23	31	is	be	AUX
spir-8752	23	32	greater	great	ADJ
spir-8752	23	33	in	in	ADP
spir-8752	23	34	particular	particular	ADJ
spir-8752	23	35	news	news	NOUN
spir-8752	23	36	contexts	contexts	NOUN
spir-8752	23	37	(	(	PUNCT
spir-8752	23	38	political	political	ADJ
spir-8752	23	39	scandals	scandal	NOUN
spir-8752	23	40	,	,	PUNCT
spir-8752	23	41	natural	natural	ADJ
spir-8752	23	42	disasters	disaster	NOUN
spir-8752	23	43	,	,	PUNCT
spir-8752	23	44	sporting	sporting	NOUN
spir-8752	23	45	and	and	CCONJ
spir-8752	23	46	entertainment	entertainment	NOUN
spir-8752	23	47	events	event	NOUN
spir-8752	23	48	)	)	PUNCT
spir-8752	23	49	than	than	ADP
spir-8752	23	50	over	over	ADP
spir-8752	23	51	the	the	DET
spir-8752	23	52	long	long	ADJ
spir-8752	23	53	term	term	NOUN
spir-8752	23	54	,	,	PUNCT
spir-8752	23	55	and	and	CCONJ
spir-8752	23	56	correlate	correlate	VERB
spir-8752	23	57	this	this	PRON
spir-8752	23	58	with	with	ADP
spir-8752	23	59	existing	exist	VERB
spir-8752	23	60	knowledge	knowledge	NOUN
spir-8752	23	61	about	about	ADP
spir-8752	23	62	the	the	DET
spir-8752	23	63	digital	digital	ADJ
spir-8752	23	64	and	and	CCONJ
spir-8752	23	65	social	social	ADJ
spir-8752	23	66	media	medium	NOUN
spir-8752	23	67	strategies	strategy	NOUN
spir-8752	23	68	of	of	ADP
spir-8752	23	69	these	these	DET
spir-8752	23	70	sites	site	NOUN
spir-8752	23	71	and	and	CCONJ
spir-8752	23	72	about	about	ADP
spir-8752	23	73	how	how	SCONJ
spir-8752	23	74	these	these	DET
spir-8752	23	75	sites	site	NOUN
spir-8752	23	76	are	be	AUX
spir-8752	23	77	generally	generally	ADV
spir-8752	23	78	perceived	perceive	VERB
spir-8752	23	79	in	in	ADP
spir-8752	23	80	each	each	DET
spir-8752	23	81	country	country	NOUN
spir-8752	23	82	.	.	PUNCT
spir-8752	24	1	third	third	ADV
spir-8752	24	2	,	,	PUNCT
spir-8752	24	3	we	we	PRON
spir-8752	24	4	examine	examine	VERB
spir-8752	24	5	the	the	DET
spir-8752	24	6	structure	structure	NOUN
spir-8752	24	7	of	of	ADP
spir-8752	24	8	the	the	DET
spir-8752	24	9	specific	specific	ADJ
spir-8752	24	10	userbases	userbase	NOUN
spir-8752	24	11	for	for	ADP
spir-8752	24	12	the	the	DET
spir-8752	24	13	leading	lead	VERB
spir-8752	24	14	news	news	NOUN
spir-8752	24	15	sites	site	NOUN
spir-8752	24	16	in	in	ADP
spir-8752	24	17	each	each	DET
spir-8752	24	18	country	country	NOUN
spir-8752	24	19	.	.	PUNCT
spir-8752	25	1	this	this	PRON
spir-8752	25	2	provides	provide	VERB
spir-8752	25	3	information	information	NOUN
spir-8752	25	4	,	,	PUNCT
spir-8752	25	5	for	for	ADP
spir-8752	25	6	instance	instance	NOUN
spir-8752	25	7	,	,	PUNCT
spir-8752	25	8	about	about	ADP
spir-8752	25	9	the	the	DET
spir-8752	25	10	extent	extent	NOUN
spir-8752	25	11	to	to	PART
spir-8752	25	12	which	which	PRON
spir-8752	25	13	their	their	PRON
spir-8752	25	14	marketshare	marketshare	NOUN
spir-8752	25	15	within	within	ADP
spir-8752	25	16	overall	overall	ADJ
spir-8752	25	17	sharing	sharing	NOUN
spir-8752	25	18	activities	activity	NOUN
spir-8752	25	19	is	be	AUX
spir-8752	25	20	driven	drive	VERB
spir-8752	25	21	only	only	ADV
spir-8752	25	22	by	by	ADP
spir-8752	25	23	a	a	DET
spir-8752	25	24	small	small	ADJ
spir-8752	25	25	number	number	NOUN
spir-8752	25	26	of	of	ADP
spir-8752	25	27	highly	highly	ADV
spir-8752	25	28	active	active	ADJ
spir-8752	25	29	users	user	NOUN
spir-8752	25	30	,	,	PUNCT
spir-8752	25	31	or	or	CCONJ
spir-8752	25	32	by	by	ADP
spir-8752	25	33	widespread	widespread	ADJ
spir-8752	25	34	sharing	sharing	NOUN
spir-8752	25	35	across	across	ADP
spir-8752	25	36	a	a	DET
spir-8752	25	37	large	large	ADJ
spir-8752	25	38	userbase	userbase	NOUN
spir-8752	25	39	,	,	PUNCT
spir-8752	25	40	and	and	CCONJ
spir-8752	25	41	thus	thus	ADV
spir-8752	25	42	indicates	indicate	VERB
spir-8752	25	43	the	the	DET
spir-8752	25	44	relative	relative	ADJ
spir-8752	25	45	general	general	ADJ
spir-8752	25	46	popularity	popularity	NOUN
spir-8752	25	47	or	or	CCONJ
spir-8752	25	48	topical	topical	ADJ
spir-8752	25	49	specialisation	specialisation	NOUN
spir-8752	25	50	of	of	ADP
spir-8752	25	51	each	each	DET
spir-8752	25	52	site	site	NOUN
spir-8752	25	53	.	.	PUNCT
spir-8752	26	1	fourth	fourth	ADJ
spir-8752	26	2	,	,	PUNCT
spir-8752	26	3	by	by	ADP
spir-8752	26	4	systematically	systematically	ADV
spir-8752	26	5	analysing	analyse	VERB
spir-8752	26	6	the	the	DET
spir-8752	26	7	overlaps	overlap	NOUN
spir-8752	26	8	between	between	ADP
spir-8752	26	9	these	these	DET
spir-8752	26	10	userbases	userbase	NOUN
spir-8752	26	11	we	we	PRON
spir-8752	26	12	are	be	AUX
spir-8752	26	13	able	able	ADJ
spir-8752	26	14	to	to	PART
spir-8752	26	15	shed	shed	VERB
spir-8752	26	16	new	new	ADJ
spir-8752	26	17	light	light	NOUN
spir-8752	26	18	onto	onto	ADP
spir-8752	26	19	users	user	NOUN
spir-8752	26	20	’	'	PUNCT
spir-8752	26	21	prevalent	prevalent	ADJ
spir-8752	26	22	news	news	NOUN
spir-8752	26	23	sourcing	sourcing	NOUN
spir-8752	26	24	practices	practice	NOUN
spir-8752	26	25	within	within	ADP
spir-8752	26	26	these	these	DET
spir-8752	26	27	national	national	ADJ
spir-8752	26	28	twitterspheres	twittersphere	NOUN
spir-8752	26	29	,	,	PUNCT
spir-8752	26	30	identifying	identify	VERB
spir-8752	26	31	which	which	DET
spir-8752	26	32	combinations	combination	NOUN
spir-8752	26	33	of	of	ADP
spir-8752	26	34	sites	site	NOUN
spir-8752	26	35	are	be	AUX
spir-8752	26	36	commonly	commonly	ADV
spir-8752	26	37	shared	share	VERB
spir-8752	26	38	by	by	ADP
spir-8752	26	39	the	the	DET
spir-8752	26	40	same	same	ADJ
spir-8752	26	41	users	user	NOUN
spir-8752	26	42	.	.	PUNCT
spir-8752	27	1	this	this	PRON
spir-8752	27	2	is	be	AUX
spir-8752	27	3	likely	likely	ADJ
spir-8752	27	4	to	to	PART
spir-8752	27	5	reveal	reveal	VERB
spir-8752	27	6	a	a	DET
spir-8752	27	7	number	number	NOUN
spir-8752	27	8	of	of	ADP
spir-8752	27	9	affinities	affinity	NOUN
spir-8752	27	10	between	between	ADP
spir-8752	27	11	sites	site	NOUN
spir-8752	27	12	:	:	PUNCT
spir-8752	27	13	for	for	ADP
spir-8752	27	14	instance	instance	NOUN
spir-8752	27	15	,	,	PUNCT
spir-8752	27	16	users	user	NOUN
spir-8752	27	17	may	may	AUX
spir-8752	27	18	typically	typically	ADV
spir-8752	27	19	share	share	VERB
spir-8752	27	20	links	link	NOUN
spir-8752	27	21	to	to	ADP
spir-8752	27	22	a	a	DET
spir-8752	27	23	selection	selection	NOUN
spir-8752	27	24	of	of	ADP
spir-8752	27	25	all	all	DET
spir-8752	27	26	sites	site	NOUN
spir-8752	27	27	that	that	PRON
spir-8752	27	28	is	be	AUX
spir-8752	27	29	based	base	VERB
spir-8752	27	30	on	on	ADP
spir-8752	27	31	the	the	DET
spir-8752	27	32	sites	site	NOUN
spir-8752	27	33	’	'	PUNCT
spir-8752	27	34	perceived	perceive	VERB
spir-8752	27	35	quality	quality	NOUN
spir-8752	27	36	,	,	PUNCT
spir-8752	27	37	ideological	ideological	ADJ
spir-8752	27	38	orientation	orientation	NOUN
spir-8752	27	39	,	,	PUNCT
spir-8752	27	40	or	or	CCONJ
spir-8752	27	41	topical	topical	ADJ
spir-8752	27	42	specialisation	specialisation	NOUN
spir-8752	27	43	,	,	PUNCT
spir-8752	27	44	and	and	CCONJ
spir-8752	27	45	sharing	share	VERB
spir-8752	27	46	patterns	pattern	NOUN
spir-8752	27	47	may	may	AUX
spir-8752	27	48	also	also	ADV
spir-8752	27	49	be	be	AUX
spir-8752	27	50	influenced	influence	VERB
spir-8752	27	51	by	by	ADP
spir-8752	27	52	cross	cros	NOUN
spir-8752	27	53	-	-	NOUN
spir-8752	27	54	promotions	promotion	NOUN
spir-8752	27	55	between	between	ADP
spir-8752	27	56	sites	site	NOUN
spir-8752	27	57	belonging	belong	VERB
spir-8752	27	58	to	to	ADP
spir-8752	27	59	the	the	DET
spir-8752	27	60	same	same	ADJ
spir-8752	27	61	media	medium	NOUN
spir-8752	27	62	outlets	outlet	NOUN
spir-8752	27	63	.	.	PUNCT
spir-8752	28	1	preliminary	preliminary	ADJ
spir-8752	28	2	analysis	analysis	NOUN
spir-8752	28	3	:	:	PUNCT
spir-8752	28	4	news	news	NOUN
spir-8752	28	5	sharing	sharing	NOUN
spir-8752	28	6	in	in	ADP
spir-8752	28	7	australia	australia	PROPN
spir-8752	28	8	early	early	ADJ
spir-8752	28	9	analyses	analysis	NOUN
spir-8752	28	10	of	of	ADP
spir-8752	28	11	the	the	DET
spir-8752	28	12	australian	australian	ADJ
spir-8752	28	13	data	datum	NOUN
spir-8752	28	14	,	,	PUNCT
spir-8752	28	15	for	for	ADP
spir-8752	28	16	instance	instance	NOUN
spir-8752	28	17	,	,	PUNCT
spir-8752	28	18	reveal	reveal	VERB
spir-8752	28	19	a	a	DET
spir-8752	28	20	number	number	NOUN
spir-8752	28	21	of	of	ADP
spir-8752	28	22	significant	significant	ADJ
spir-8752	28	23	patterns	pattern	NOUN
spir-8752	28	24	(	(	PUNCT
spir-8752	28	25	fig	fig	NOUN
spir-8752	28	26	.	.	PUNCT
spir-8752	28	27	1	1	NUM
spir-8752	28	28	)	)	PUNCT
spir-8752	28	29	.	.	PUNCT
spir-8752	29	1	first	first	ADV
spir-8752	29	2	,	,	PUNCT
spir-8752	29	3	there	there	PRON
spir-8752	29	4	is	be	VERB
spir-8752	29	5	a	a	DET
spir-8752	29	6	clear	clear	ADJ
spir-8752	29	7	and	and	CCONJ
spir-8752	29	8	largely	largely	ADV
spir-8752	29	9	stable	stable	ADJ
spir-8752	29	10	hierarchy	hierarchy	NOUN
spir-8752	29	11	of	of	ADP
spir-8752	29	12	site	site	NOUN
spir-8752	29	13	popularity	popularity	NOUN
spir-8752	29	14	amongst	amongst	ADP
spir-8752	29	15	twitter	twitter	NOUN
spir-8752	29	16	users	user	NOUN
spir-8752	29	17	,	,	PUNCT
spir-8752	29	18	with	with	ADP
spir-8752	29	19	the	the	DET
spir-8752	29	20	national	national	ADJ
spir-8752	29	21	public	public	ADJ
spir-8752	29	22	broadcaster	broadcaster	NOUN
spir-8752	29	23	australian	australian	ADJ
spir-8752	29	24	broadcasting	broadcasting	NOUN
spir-8752	29	25	corporation	corporation	NOUN
spir-8752	29	26	and	and	CCONJ
spir-8752	29	27	the	the	DET
spir-8752	29	28	quality	quality	NOUN
spir-8752	29	29	broadsheet	broadsheet	NOUN
spir-8752	29	30	sydney	sydney	PROPN
spir-8752	29	31	morning	morning	PROPN
spir-8752	29	32	herald	herald	PROPN
spir-8752	29	33	closely	closely	ADV
spir-8752	29	34	matched	match	VERB
spir-8752	29	35	in	in	ADP
spir-8752	29	36	first	first	ADJ
spir-8752	29	37	and	and	CCONJ
spir-8752	29	38	second	second	ADJ
spir-8752	29	39	place	place	NOUN
spir-8752	29	40	,	,	PUNCT
spir-8752	29	41	a	a	DET
spir-8752	29	42	second	second	ADJ
spir-8752	29	43	tier	tier	NOUN
spir-8752	29	44	of	of	ADP
spir-8752	29	45	broadsheet	broadsheet	VERB
spir-8752	29	46	the	the	DET
spir-8752	29	47	age	age	NOUN
spir-8752	29	48	and	and	CCONJ
spir-8752	29	49	generic	generic	ADJ
spir-8752	29	50	online	online	ADJ
spir-8752	29	51	-	-	PUNCT
spir-8752	29	52	only	only	ADJ
spir-8752	29	53	site	site	NOUN
spir-8752	29	54	news.com.au	news.com.au	PROPN
spir-8752	29	55	,	,	PUNCT
spir-8752	29	56	and	and	CCONJ
spir-8752	29	57	all	all	DET
spir-8752	29	58	other	other	ADJ
spir-8752	29	59	sites	site	NOUN
spir-8752	29	60	playing	play	VERB
spir-8752	29	61	much	much	ADV
spir-8752	29	62	more	more	ADV
spir-8752	29	63	minor	minor	ADJ
spir-8752	29	64	roles	role	NOUN
spir-8752	29	65	.	.	PUNCT
spir-8752	30	1	since	since	SCONJ
spir-8752	30	2	2012	2012	NUM
spir-8752	30	3	,	,	PUNCT
spir-8752	30	4	the	the	DET
spir-8752	30	5	volume	volume	NOUN
spir-8752	30	6	of	of	ADP
spir-8752	30	7	news	news	NOUN
spir-8752	30	8	sharing	sharing	NOUN
spir-8752	30	9	in	in	ADP
spir-8752	30	10	australia	australia	PROPN
spir-8752	30	11	has	have	AUX
spir-8752	30	12	increased	increase	VERB
spir-8752	30	13	substantially	substantially	ADV
spir-8752	30	14	especially	especially	ADV
spir-8752	30	15	for	for	ADP
spir-8752	30	16	these	these	DET
spir-8752	30	17	leading	lead	VERB
spir-8752	30	18	sites	site	NOUN
spir-8752	30	19	;	;	PUNCT
spir-8752	30	20	this	this	PRON
spir-8752	30	21	may	may	AUX
spir-8752	30	22	point	point	VERB
spir-8752	30	23	to	to	ADP
spir-8752	30	24	the	the	DET
spir-8752	30	25	changing	change	VERB
spir-8752	30	26	demographics	demographic	NOUN
spir-8752	30	27	of	of	ADP
spir-8752	30	28	the	the	DET
spir-8752	30	29	australian	australian	ADJ
spir-8752	30	30	twittersphere	twittersphere	NOUN
spir-8752	30	31	,	,	PUNCT
spir-8752	30	32	as	as	ADV
spir-8752	30	33	well	well	ADV
spir-8752	30	34	as	as	ADP
spir-8752	30	35	to	to	ADP
spir-8752	30	36	a	a	DET
spir-8752	30	37	rich	rich	ADJ
spir-8752	30	38	-	-	PUNCT
spir-8752	30	39	get	get	NOUN
spir-8752	30	40	-	-	PUNCT
spir-8752	30	41	richer	rich	ADJ
spir-8752	30	42	tendency	tendency	NOUN
spir-8752	30	43	that	that	SCONJ
spir-8752	30	44	over	over	ADP
spir-8752	30	45	time	time	NOUN
spir-8752	30	46	directs	direct	VERB
spir-8752	30	47	more	more	ADJ
spir-8752	30	48	and	and	CCONJ
spir-8752	30	49	more	more	ADJ
spir-8752	30	50	attention	attention	NOUN
spir-8752	30	51	towards	towards	ADP
spir-8752	30	52	already	already	ADV
spir-8752	30	53	leading	lead	VERB
spir-8752	30	54	sites	site	NOUN
spir-8752	30	55	.	.	PUNCT
spir-8752	31	1	fig	fig	NOUN
spir-8752	31	2	.	.	PUNCT
spir-8752	32	1	1	1	NUM
spir-8752	32	2	:	:	PUNCT
spir-8752	32	3	tweets	tweet	NOUN
spir-8752	32	4	per	per	ADP
spir-8752	32	5	week	week	NOUN
spir-8752	32	6	linking	link	VERB
spir-8752	32	7	to	to	ADP
spir-8752	32	8	australian	australian	ADJ
spir-8752	32	9	news	news	NOUN
spir-8752	32	10	sites	site	NOUN
spir-8752	32	11	,	,	PUNCT
spir-8752	32	12	aug	aug	PROPN
spir-8752	32	13	.	.	PROPN
spir-8752	32	14	2012	2012	NUM
spir-8752	32	15	to	to	ADP
spir-8752	32	16	jan	jan	PROPN
spir-8752	32	17	.	.	PROPN
spir-8752	32	18	2016	2016	NUM
spir-8752	32	19	further	far	ADV
spir-8752	32	20	,	,	PUNCT
spir-8752	32	21	an	an	DET
spir-8752	32	22	analysis	analysis	NOUN
spir-8752	32	23	of	of	ADP
spir-8752	32	24	the	the	DET
spir-8752	32	25	overlaps	overlap	NOUN
spir-8752	32	26	amongst	amongst	ADP
spir-8752	32	27	the	the	DET
spir-8752	32	28	10,000	10,000	NUM
spir-8752	32	29	users	user	NOUN
spir-8752	32	30	each	each	PRON
spir-8752	32	31	who	who	PRON
spir-8752	32	32	most	most	ADV
spir-8752	32	33	actively	actively	ADV
spir-8752	32	34	shared	share	VERB
spir-8752	32	35	one	one	NUM
spir-8752	32	36	of	of	ADP
spir-8752	32	37	five	five	NUM
spir-8752	32	38	leading	lead	VERB
spir-8752	32	39	sites	site	NOUN
spir-8752	32	40	in	in	ADP
spir-8752	32	41	january	january	PROPN
spir-8752	32	42	to	to	ADP
spir-8752	32	43	march	march	PROPN
spir-8752	32	44	2015	2015	NUM
spir-8752	32	45	points	point	NOUN
spir-8752	32	46	to	to	ADP
spir-8752	32	47	some	some	DET
spir-8752	32	48	pronounced	pronounce	VERB
spir-8752	32	49	bifurcations	bifurcation	NOUN
spir-8752	32	50	in	in	ADP
spir-8752	32	51	these	these	DET
spir-8752	32	52	users	user	NOUN
spir-8752	32	53	’	'	PUNCT
spir-8752	32	54	sharing	sharing	NOUN
spir-8752	32	55	practices	practice	NOUN
spir-8752	32	56	(	(	PUNCT
spir-8752	32	57	fig	fig	NOUN
spir-8752	32	58	.	.	PUNCT
spir-8752	33	1	2	2	NUM
spir-8752	33	2	)	)	PUNCT
spir-8752	33	3	.	.	PUNCT
spir-8752	34	1	there	there	PRON
spir-8752	34	2	are	be	VERB
spir-8752	34	3	strong	strong	ADJ
spir-8752	34	4	overlaps	overlap	NOUN
spir-8752	34	5	in	in	ADP
spir-8752	34	6	the	the	DET
spir-8752	34	7	groups	group	NOUN
spir-8752	34	8	sharing	share	VERB
spir-8752	34	9	links	link	NOUN
spir-8752	34	10	to	to	ADP
spir-8752	34	11	quality	quality	NOUN
spir-8752	34	12	news	news	NOUN
spir-8752	34	13	sites	site	NOUN
spir-8752	34	14	australian	australian	ADJ
spir-8752	34	15	broadcasting	broadcasting	NOUN
spir-8752	34	16	corporation	corporation	NOUN
spir-8752	34	17	(	(	PUNCT
spir-8752	34	18	abc	abc	PROPN
spir-8752	34	19	)	)	PUNCT
spir-8752	34	20	,	,	PUNCT
spir-8752	34	21	sydney	sydney	PROPN
spir-8752	34	22	morning	morning	PROPN
spir-8752	34	23	herald	herald	PROPN
spir-8752	34	24	(	(	PUNCT
spir-8752	34	25	smh	smh	INTJ
spir-8752	34	26	)	)	PUNCT
spir-8752	34	27	,	,	PUNCT
spir-8752	34	28	and	and	CCONJ
spir-8752	34	29	the	the	DET
spir-8752	34	30	australian	australian	ADJ
spir-8752	34	31	(	(	PUNCT
spir-8752	34	32	aus	aus	PROPN
spir-8752	34	33	)	)	PUNCT
spir-8752	34	34	,	,	PUNCT
spir-8752	34	35	but	but	CCONJ
spir-8752	34	36	considerably	considerably	ADV
spir-8752	34	37	more	more	ADV
spir-8752	34	38	limited	limited	ADJ
spir-8752	34	39	overlaps	overlap	NOUN
spir-8752	34	40	between	between	ADP
spir-8752	34	41	these	these	DET
spir-8752	34	42	groups	group	NOUN
spir-8752	34	43	and	and	CCONJ
spir-8752	34	44	sharers	sharer	NOUN
spir-8752	34	45	of	of	ADP
spir-8752	34	46	news.com.au	news.com.au	PROPN
spir-8752	34	47	(	(	PUNCT
spir-8752	34	48	news	news	NOUN
spir-8752	34	49	)	)	PUNCT
spir-8752	34	50	and	and	CCONJ
spir-8752	34	51	especially	especially	ADV
spir-8752	34	52	tabloid	tabloid	ADJ
spir-8752	34	53	news	news	NOUN
spir-8752	34	54	site	site	NOUN
spir-8752	34	55	herald	herald	PROPN
spir-8752	34	56	sun	sun	PROPN
spir-8752	34	57	(	(	PUNCT
spir-8752	34	58	hs	hs	X
spir-8752	34	59	)	)	PUNCT
spir-8752	34	60	;	;	PUNCT
spir-8752	34	61	in	in	ADP
spir-8752	34	62	fact	fact	NOUN
spir-8752	34	63	,	,	PUNCT
spir-8752	34	64	herald	herald	PROPN
spir-8752	34	65	sun	sun	PROPN
spir-8752	34	66	sharers	sharer	NOUN
spir-8752	34	67	constitute	constitute	VERB
spir-8752	34	68	the	the	DET
spir-8752	34	69	most	most	ADV
spir-8752	34	70	solipsistic	solipsistic	ADJ
spir-8752	34	71	group	group	NOUN
spir-8752	34	72	:	:	PUNCT
spir-8752	34	73	nearly	nearly	ADV
spir-8752	34	74	half	half	NOUN
spir-8752	34	75	of	of	ADP
spir-8752	34	76	the	the	DET
spir-8752	34	77	top	top	ADJ
spir-8752	34	78	10,000	10,000	NUM
spir-8752	34	79	hs	hs	PROPN
spir-8752	34	80	sharers	sharer	NOUN
spir-8752	34	81	did	do	AUX
spir-8752	34	82	not	not	PART
spir-8752	34	83	share	share	VERB
spir-8752	34	84	any	any	DET
spir-8752	34	85	links	link	NOUN
spir-8752	34	86	to	to	ADP
spir-8752	34	87	any	any	PRON
spir-8752	34	88	of	of	ADP
spir-8752	34	89	the	the	DET
spir-8752	34	90	four	four	NUM
spir-8752	34	91	other	other	ADJ
spir-8752	34	92	sites	site	NOUN
spir-8752	34	93	.	.	PUNCT
spir-8752	35	1	somewhat	somewhat	ADV
spir-8752	35	2	surprisingly	surprisingly	ADV
spir-8752	35	3	,	,	PUNCT
spir-8752	35	4	userbase	userbase	NOUN
spir-8752	35	5	overlap	overlap	NOUN
spir-8752	35	6	for	for	ADP
spir-8752	35	7	the	the	DET
spir-8752	35	8	herald	herald	PROPN
spir-8752	35	9	sun	sun	PROPN
spir-8752	35	10	is	be	AUX
spir-8752	35	11	greatest	great	ADJ
spir-8752	35	12	with	with	ADP
spir-8752	35	13	the	the	DET
spir-8752	35	14	australian	australian	ADJ
spir-8752	35	15	and	and	CCONJ
spir-8752	35	16	news.com.au	news.com.au	PROPN
spir-8752	35	17	;	;	PUNCT
spir-8752	35	18	this	this	PRON
spir-8752	35	19	may	may	AUX
spir-8752	35	20	be	be	AUX
spir-8752	35	21	explained	explain	VERB
spir-8752	35	22	by	by	ADP
spir-8752	35	23	the	the	DET
spir-8752	35	24	fact	fact	NOUN
spir-8752	35	25	that	that	SCONJ
spir-8752	35	26	all	all	DET
spir-8752	35	27	three	three	NUM
spir-8752	35	28	sites	site	NOUN
spir-8752	35	29	belong	belong	VERB
spir-8752	35	30	to	to	ADP
spir-8752	35	31	news	news	NOUN
spir-8752	35	32	corporation	corporation	NOUN
spir-8752	35	33	and	and	CCONJ
spir-8752	35	34	are	be	AUX
spir-8752	35	35	cross	cross	ADJ
spir-8752	35	36	-	-	ADJ
spir-8752	35	37	promoting	promote	VERB
spir-8752	35	38	each	each	DET
spir-8752	35	39	other	other	ADJ
spir-8752	35	40	’s	’s	PART
spir-8752	35	41	content	content	NOUN
spir-8752	35	42	online	online	NOUN
spir-8752	35	43	.	.	PUNCT
spir-8752	36	1	fig	fig	NOUN
spir-8752	36	2	.	.	PUNCT
spir-8752	37	1	2	2	NUM
spir-8752	37	2	:	:	PUNCT
spir-8752	37	3	overlap	overlap	NOUN
spir-8752	37	4	between	between	ADP
spir-8752	37	5	top	top	ADJ
spir-8752	37	6	10,000	10,000	NUM
spir-8752	37	7	sharers	sharer	NOUN
spir-8752	37	8	of	of	ADP
spir-8752	37	9	links	link	NOUN
spir-8752	37	10	to	to	ADP
spir-8752	37	11	the	the	DET
spir-8752	37	12	australian	australian	ADJ
spir-8752	37	13	broadcasting	broadcasting	NOUN
spir-8752	37	14	corporation	corporation	NOUN
spir-8752	37	15	(	(	PUNCT
spir-8752	37	16	abc	abc	PROPN
spir-8752	37	17	)	)	PUNCT
spir-8752	37	18	,	,	PUNCT
spir-8752	37	19	sydney	sydney	PROPN
spir-8752	37	20	morning	morning	PROPN
spir-8752	37	21	herald	herald	PROPN
spir-8752	37	22	(	(	PUNCT
spir-8752	37	23	smh	smh	PROPN
spir-8752	37	24	)	)	PUNCT
spir-8752	37	25	,	,	PUNCT
spir-8752	37	26	news.com.au	news.com.au	PROPN
spir-8752	37	27	(	(	PUNCT
spir-8752	37	28	news	news	NOUN
spir-8752	37	29	)	)	PUNCT
spir-8752	37	30	,	,	PUNCT
spir-8752	37	31	herald	herald	PROPN
spir-8752	37	32	sun	sun	PROPN
spir-8752	37	33	(	(	PUNCT
spir-8752	37	34	hs	hs	PROPN
spir-8752	37	35	)	)	PUNCT
spir-8752	37	36	,	,	PUNCT
spir-8752	37	37	and	and	CCONJ
spir-8752	37	38	the	the	DET
spir-8752	37	39	australian	australian	ADJ
spir-8752	37	40	(	(	PUNCT
spir-8752	37	41	aus	aus	PROPN
spir-8752	37	42	)	)	PUNCT
spir-8752	37	43	,	,	PUNCT
spir-8752	37	44	january	january	PROPN
spir-8752	37	45	-	-	PUNCT
spir-8752	37	46	march	march	PROPN
spir-8752	37	47	2015	2015	NUM
spir-8752	37	48	.	.	PUNCT
spir-8752	38	1	(	(	PUNCT
spir-8752	38	2	bruns	brun	NOUN
spir-8752	38	3	,	,	PUNCT
spir-8752	38	4	forthcoming	forthcoming	ADJ
spir-8752	38	5	2016	2016	NUM
spir-8752	38	6	)	)	PUNCT
spir-8752	38	7	our	our	PRON
spir-8752	38	8	paper	paper	NOUN
spir-8752	38	9	deepens	deepen	VERB
spir-8752	38	10	this	this	DET
spir-8752	38	11	analysis	analysis	NOUN
spir-8752	38	12	and	and	CCONJ
spir-8752	38	13	extends	extend	VERB
spir-8752	38	14	it	it	PRON
spir-8752	38	15	across	across	ADP
spir-8752	38	16	the	the	DET
spir-8752	38	17	various	various	ADJ
spir-8752	38	18	territories	territory	NOUN
spir-8752	38	19	covered	cover	VERB
spir-8752	38	20	by	by	ADP
spir-8752	38	21	the	the	DET
spir-8752	38	22	datasets	dataset	NOUN
spir-8752	38	23	,	,	PUNCT
spir-8752	38	24	and	and	CCONJ
spir-8752	38	25	thereby	thereby	ADV
spir-8752	38	26	also	also	ADV
spir-8752	38	27	enables	enable	VERB
spir-8752	38	28	further	further	ADJ
spir-8752	38	29	comparative	comparative	ADJ
spir-8752	38	30	studies	study	NOUN
spir-8752	38	31	of	of	ADP
spir-8752	38	32	news	news	NOUN
spir-8752	38	33	sharing	sharing	NOUN
spir-8752	38	34	that	that	PRON
spir-8752	38	35	reveal	reveal	VERB
spir-8752	38	36	significant	significant	ADJ
spir-8752	38	37	national	national	ADJ
spir-8752	38	38	differences	difference	NOUN
spir-8752	38	39	in	in	ADP
spir-8752	38	40	the	the	DET
spir-8752	38	41	use	use	NOUN
spir-8752	38	42	of	of	ADP
spir-8752	38	43	twitter	twitter	NOUN
spir-8752	38	44	for	for	ADP
spir-8752	38	45	sharing	share	VERB
spir-8752	38	46	the	the	DET
spir-8752	38	47	news	news	NOUN
spir-8752	38	48	.	.	PUNCT
spir-8752	39	1	additional	additional	ADJ
spir-8752	39	2	nation	nation	NOUN
spir-8752	39	3	-	-	PUNCT
spir-8752	39	4	specific	specific	ADJ
spir-8752	39	5	investigations	investigation	NOUN
spir-8752	39	6	are	be	AUX
spir-8752	39	7	planned	plan	VERB
spir-8752	39	8	for	for	ADP
spir-8752	39	9	the	the	DET
spir-8752	39	10	future	future	NOUN
spir-8752	39	11	.	.	PUNCT
spir-8752	40	1	references	reference	NOUN
spir-8752	40	2	bruns	brun	NOUN
spir-8752	40	3	,	,	PUNCT
spir-8752	40	4	a.	a.	NOUN
spir-8752	40	5	(	(	PUNCT
spir-8752	40	6	2016	2016	NUM
spir-8752	40	7	,	,	PUNCT
spir-8752	40	8	forthcoming	forthcoming	ADJ
spir-8752	40	9	)	)	PUNCT
spir-8752	40	10	.	.	PUNCT
spir-8752	41	1	making	make	VERB
spir-8752	41	2	audience	audience	NOUN
spir-8752	41	3	engagement	engagement	NOUN
spir-8752	41	4	visible	visible	ADJ
spir-8752	41	5	:	:	PUNCT
spir-8752	41	6	publics	public	NOUN
spir-8752	41	7	for	for	ADP
spir-8752	41	8	journalism	journalism	NOUN
spir-8752	41	9	on	on	ADP
spir-8752	41	10	social	social	ADJ
spir-8752	41	11	media	medium	NOUN
spir-8752	41	12	platforms	platform	NOUN
spir-8752	41	13	.	.	PUNCT
spir-8752	42	1	in	in	ADP
spir-8752	42	2	the	the	DET
spir-8752	42	3	routledge	routledge	PROPN
spir-8752	42	4	companion	companion	NOUN
spir-8752	42	5	to	to	ADP
spir-8752	42	6	digital	digital	ADJ
spir-8752	42	7	journalism	journalism	NOUN
spir-8752	42	8	studies	study	NOUN
spir-8752	42	9	,	,	PUNCT
spir-8752	42	10	eds	eds	PROPN
spir-8752	42	11	.	.	PUNCT
spir-8752	42	12	b.	b.	PROPN
spir-8752	42	13	franklin	franklin	PROPN
spir-8752	42	14	and	and	CCONJ
spir-8752	42	15	s.	s.	PROPN
spir-8752	42	16	eldridge	eldridge	PROPN
spir-8752	42	17	.	.	PUNCT
spir-8752	43	1	new	new	PROPN
spir-8752	43	2	york	york	PROPN
spir-8752	43	3	:	:	PUNCT
spir-8752	44	1	routledge	routledge	PROPN
spir-8752	44	2	.	.	PUNCT
spir-8752	44	3	bruns	bruns	PROPN
spir-8752	44	4	,	,	PUNCT
spir-8752	44	5	a.	a.	NOUN
spir-8752	44	6	,	,	PUNCT
spir-8752	44	7	and	and	CCONJ
spir-8752	44	8	j.	j.	PROPN
spir-8752	44	9	burgess	burgess	PROPN
spir-8752	44	10	.	.	PUNCT
spir-8752	45	1	(	(	PUNCT
spir-8752	45	2	2015	2015	NUM
spir-8752	45	3	.	.	PUNCT
spir-8752	45	4	)	)	PUNCT
spir-8752	46	1	twitter	twitter	NOUN
spir-8752	46	2	hashtags	hashtag	NOUN
spir-8752	46	3	from	from	ADP
spir-8752	46	4	ad	ad	X
spir-8752	46	5	hoc	hoc	X
spir-8752	46	6	to	to	ADP
spir-8752	46	7	calculated	calculated	ADJ
spir-8752	46	8	publics	public	NOUN
spir-8752	46	9	.	.	PUNCT
spir-8752	47	1	in	in	ADP
spir-8752	47	2	hashtag	hashtag	NOUN
spir-8752	47	3	publics	public	NOUN
spir-8752	47	4	:	:	PUNCT
spir-8752	47	5	the	the	DET
spir-8752	47	6	power	power	NOUN
spir-8752	47	7	and	and	CCONJ
spir-8752	47	8	politics	politic	NOUN
spir-8752	47	9	of	of	ADP
spir-8752	47	10	discursive	discursive	ADJ
spir-8752	47	11	networks	network	NOUN
spir-8752	47	12	,	,	PUNCT
spir-8752	47	13	ed	ed	NOUN
spir-8752	47	14	.	.	PUNCT
spir-8752	47	15	n.	n.	PROPN
spir-8752	47	16	rambukkana	rambukkana	PROPN
spir-8752	47	17	.	.	PUNCT
spir-8752	48	1	new	new	PROPN
spir-8752	48	2	york	york	PROPN
spir-8752	48	3	:	:	PUNCT
spir-8752	48	4	peter	peter	PROPN
spir-8752	48	5	lang	lang	PROPN
spir-8752	48	6	,	,	PUNCT
spir-8752	48	7	13	13	NUM
spir-8752	48	8	-	-	SYM
spir-8752	48	9	28	28	NUM
spir-8752	48	10	.	.	PUNCT
spir-8752	49	1	burgess	burgess	PROPN
spir-8752	49	2	,	,	PUNCT
spir-8752	49	3	j.	j.	PROPN
spir-8752	49	4	,	,	PUNCT
spir-8752	49	5	and	and	CCONJ
spir-8752	49	6	a.	a.	NOUN
spir-8752	49	7	bruns	brun	NOUN
spir-8752	49	8	.	.	PUNCT
spir-8752	50	1	(	(	PUNCT
spir-8752	50	2	2015	2015	NUM
spir-8752	50	3	)	)	PUNCT
spir-8752	50	4	.	.	PUNCT
spir-8752	51	1	easy	easy	ADJ
spir-8752	51	2	data	data	PROPN
spir-8752	51	3	,	,	PUNCT
spir-8752	51	4	hard	hard	ADJ
spir-8752	51	5	data	datum	NOUN
spir-8752	51	6	:	:	PUNCT
spir-8752	51	7	the	the	DET
spir-8752	51	8	politics	politic	NOUN
spir-8752	51	9	and	and	CCONJ
spir-8752	51	10	pragmatics	pragmatic	NOUN
spir-8752	51	11	of	of	ADP
spir-8752	51	12	twitter	twitter	NOUN
spir-8752	51	13	research	research	NOUN
spir-8752	51	14	after	after	ADP
spir-8752	51	15	the	the	DET
spir-8752	51	16	computational	computational	ADJ
spir-8752	51	17	turn	turn	NOUN
spir-8752	51	18	.	.	PUNCT
spir-8752	52	1	in	in	ADP
spir-8752	52	2	compromised	compromise	VERB
spir-8752	52	3	data	datum	NOUN
spir-8752	52	4	:	:	PUNCT
spir-8752	52	5	from	from	ADP
spir-8752	52	6	social	social	ADJ
spir-8752	52	7	media	medium	NOUN
spir-8752	52	8	to	to	ADP
spir-8752	52	9	big	big	ADJ
spir-8752	52	10	data	datum	NOUN
spir-8752	52	11	,	,	PUNCT
spir-8752	52	12	eds	eds	PROPN
spir-8752	52	13	.	.	PUNCT
spir-8752	52	14	g.	g.	PROPN
spir-8752	52	15	langlois	langlois	PROPN
spir-8752	52	16	,	,	PUNCT
spir-8752	52	17	j.	j.	PROPN
spir-8752	52	18	redden	redden	PROPN
spir-8752	52	19	,	,	PUNCT
spir-8752	52	20	and	and	CCONJ
spir-8752	52	21	g.	g.	PROPN
spir-8752	52	22	elmer	elmer	PROPN
spir-8752	52	23	.	.	PUNCT
spir-8752	53	1	new	new	PROPN
spir-8752	53	2	york	york	PROPN
spir-8752	53	3	:	:	PUNCT
spir-8752	53	4	bloomsbury	bloomsbury	NOUN
spir-8752	53	5	academic	academic	NOUN
spir-8752	53	6	,	,	PUNCT
spir-8752	53	7	93	93	NUM
spir-8752	53	8	-	-	SYM
spir-8752	53	9	111	111	NUM
spir-8752	53	10	.	.	PUNCT
spir-8752	54	1	burns	burn	NOUN
spir-8752	54	2	,	,	PUNCT
spir-8752	54	3	a.	a.	NOUN
spir-8752	54	4	(	(	PUNCT
spir-8752	54	5	2010	2010	NUM
spir-8752	54	6	)	)	PUNCT
spir-8752	54	7	.	.	PUNCT
spir-8752	55	1	oblique	oblique	ADJ
spir-8752	55	2	strategies	strategy	NOUN
spir-8752	55	3	for	for	ADP
spir-8752	55	4	ambient	ambient	ADJ
spir-8752	55	5	journalism	journalism	NOUN
spir-8752	55	6	.	.	PUNCT
spir-8752	56	1	m	m	PROPN
spir-8752	56	2	/	/	SYM
spir-8752	56	3	c	c	PROPN
spir-8752	56	4	journal	journal	PROPN
spir-8752	56	5	13(2	13(2	PROPN
spir-8752	56	6	)	)	PUNCT
spir-8752	56	7	.	.	PUNCT
spir-8752	57	1	http://journal.media-culture.org.au/index.php/mcjournal/article/view/230	http://journal.media-culture.org.au/index.php/mcjournal/article/view/230	VERB
spir-8752	57	2	dewan	dewan	PROPN
spir-8752	57	3	,	,	PUNCT
spir-8752	57	4	p.	p.	NOUN
spir-8752	57	5	,	,	PUNCT
spir-8752	57	6	and	and	CCONJ
spir-8752	57	7	p.	p.	PROPN
spir-8752	57	8	kumaraguru	kumaraguru	PROPN
spir-8752	57	9	.	.	PUNCT
spir-8752	58	1	(	(	PUNCT
spir-8752	58	2	2014	2014	NUM
spir-8752	58	3	)	)	PUNCT
spir-8752	58	4	.	.	PUNCT
spir-8752	59	1	it	it	PRON
spir-8752	59	2	does	do	AUX
spir-8752	59	3	n’t	not	PART
spir-8752	59	4	break	break	VERB
spir-8752	59	5	just	just	ADV
spir-8752	59	6	on	on	ADP
spir-8752	59	7	twitter	twitter	NOUN
spir-8752	59	8	:	:	PUNCT
spir-8752	59	9	characterizing	characterize	VERB
spir-8752	59	10	facebook	facebook	PROPN
spir-8752	59	11	content	content	NOUN
spir-8752	59	12	during	during	ADP
spir-8752	59	13	real	real	ADJ
spir-8752	59	14	world	world	NOUN
spir-8752	59	15	events	event	NOUN
spir-8752	59	16	.	.	PUNCT
spir-8752	60	1	arxiv	arxiv	PROPN
spir-8752	60	2	1405(4820	1405(4820	NUM
spir-8752	60	3	)	)	PUNCT
spir-8752	60	4	.	.	PUNCT
spir-8752	61	1	http://arxiv.org/abs/1405.4820	http://arxiv.org/abs/1405.4820	NOUN
spir-8752	61	2	hermida	hermida	PROPN
spir-8752	61	3	,	,	PUNCT
spir-8752	61	4	a.	a.	NOUN
spir-8752	61	5	(	(	PUNCT
spir-8752	61	6	2010	2010	NUM
spir-8752	61	7	)	)	PUNCT
spir-8752	61	8	.	.	PUNCT
spir-8752	62	1	from	from	ADP
spir-8752	62	2	tv	tv	NOUN
spir-8752	62	3	to	to	ADP
spir-8752	62	4	twitter	twitter	NOUN
spir-8752	62	5	:	:	PUNCT
spir-8752	62	6	how	how	SCONJ
spir-8752	62	7	ambient	ambient	ADJ
spir-8752	62	8	news	news	NOUN
spir-8752	62	9	became	become	VERB
spir-8752	62	10	ambient	ambient	ADJ
spir-8752	62	11	journalism	journalism	NOUN
spir-8752	62	12	.	.	PUNCT
spir-8752	63	1	m	m	PROPN
spir-8752	63	2	/	/	SYM
spir-8752	63	3	c	c	PROPN
spir-8752	63	4	journal	journal	PROPN
spir-8752	63	5	13(2	13(2	PROPN
spir-8752	63	6	)	)	PUNCT
spir-8752	63	7	.	.	PUNCT
spir-8752	64	1	http://journal.mediaculture.org.au/index.php/mcjournal/article/view/220	http://journal.mediaculture.org.au/index.php/mcjournal/article/view/220	PROPN
spir-8752	64	2	rambukkana	rambukkana	NOUN
spir-8752	64	3	,	,	PUNCT
spir-8752	64	4	n.	n.	NOUN
spir-8752	64	5	,	,	PUNCT
spir-8752	64	6	ed	ed	NOUN
spir-8752	64	7	.	.	PUNCT
spir-8752	64	8	(	(	PUNCT
spir-8752	64	9	2015	2015	NUM
spir-8752	64	10	)	)	PUNCT
spir-8752	64	11	.	.	PUNCT
spir-8752	65	1	hashtag	hashtag	NOUN
spir-8752	65	2	publics	public	NOUN
spir-8752	65	3	:	:	PUNCT
spir-8752	65	4	the	the	DET
spir-8752	65	5	power	power	NOUN
spir-8752	65	6	and	and	CCONJ
spir-8752	65	7	politics	politic	NOUN
spir-8752	65	8	of	of	ADP
spir-8752	65	9	discursive	discursive	ADJ
spir-8752	65	10	networks	network	NOUN
spir-8752	65	11	.	.	PUNCT
spir-8752	66	1	new	new	PROPN
spir-8752	66	2	york	york	PROPN
spir-8752	66	3	:	:	PUNCT
spir-8752	66	4	peter	peter	PROPN
spir-8752	66	5	lang	lang	PROPN
spir-8752	66	6	.	.	PUNCT