id	sid	tid	token	lemma	pos
spir-8468	1	1	microsoft	microsoft	PROPN
spir-8468	1	2	word	word	PROPN
spir-8468	1	3	beyond_hashtags_(final).docx	beyond_hashtags_(final).docx	VERB
spir-8468	1	4	selected	select	VERB
spir-8468	1	5	papers	paper	NOUN
spir-8468	1	6	of	of	ADP
spir-8468	1	7	aoir	aoir	NOUN
spir-8468	1	8	2016	2016	NUM
spir-8468	1	9	:	:	PUNCT
spir-8468	1	10	the	the	DET
spir-8468	1	11	17th	17th	ADJ
spir-8468	1	12	annual	annual	ADJ
spir-8468	1	13	conference	conference	NOUN
spir-8468	1	14	of	of	ADP
spir-8468	1	15	the	the	DET
spir-8468	1	16	association	association	NOUN
spir-8468	1	17	of	of	ADP
spir-8468	1	18	internet	internet	NOUN
spir-8468	1	19	researchers	researcher	NOUN
spir-8468	1	20	berlin	berlin	PROPN
spir-8468	1	21	,	,	PUNCT
spir-8468	1	22	germany	germany	PROPN
spir-8468	1	23	/	/	SYM
spir-8468	1	24	5	5	NUM
spir-8468	1	25	-	-	SYM
spir-8468	1	26	8	8	NUM
spir-8468	1	27	october	october	PROPN
spir-8468	1	28	2016	2016	NUM
spir-8468	1	29	suggested	suggest	VERB
spir-8468	1	30	citation	citation	NOUN
spir-8468	1	31	(	(	PUNCT
spir-8468	1	32	apa	apa	PROPN
spir-8468	1	33	):	):	PUNCT
spir-8468	1	34	moon	moon	PROPN
spir-8468	1	35	,	,	PUNCT
spir-8468	1	36	b.	b.	PROPN
spir-8468	1	37	,	,	PUNCT
spir-8468	1	38	suzor	suzor	PROPN
spir-8468	1	39	,	,	PUNCT
spir-8468	1	40	n.	n.	NOUN
spir-8468	1	41	,	,	PUNCT
spir-8468	1	42	matamoros	matamoros	PROPN
spir-8468	1	43	-	-	PUNCT
spir-8468	1	44	fernandez	fernandez	PROPN
spir-8468	1	45	,	,	PUNCT
spir-8468	1	46	a.	a.	NOUN
spir-8468	1	47	(	(	PUNCT
spir-8468	1	48	2016	2016	NUM
spir-8468	1	49	,	,	PUNCT
spir-8468	1	50	october	october	PROPN
spir-8468	1	51	5	5	NUM
spir-8468	1	52	-	-	SYM
spir-8468	1	53	8)	8)	NUM
spir-8468	1	54	.	.	PUNCT
spir-8468	1	55	beyond	beyond	ADP
spir-8468	1	56	hashtags	hashtag	NOUN
spir-8468	1	57	:	:	PUNCT
spir-8468	1	58	collecting	collect	VERB
spir-8468	1	59	and	and	CCONJ
spir-8468	1	60	analysing	analyse	VERB
spir-8468	1	61	conversations	conversation	NOUN
spir-8468	1	62	on	on	ADP
spir-8468	1	63	twitter	twitter	NOUN
spir-8468	1	64	.	.	PUNCT
spir-8468	2	1	paper	paper	NOUN
spir-8468	2	2	presented	present	VERB
spir-8468	2	3	at	at	ADP
spir-8468	2	4	aoir	aoir	NOUN
spir-8468	2	5	2016	2016	NUM
spir-8468	2	6	:	:	PUNCT
spir-8468	2	7	the	the	DET
spir-8468	2	8	17th	17th	ADJ
spir-8468	2	9	annual	annual	ADJ
spir-8468	2	10	meeting	meeting	NOUN
spir-8468	2	11	of	of	ADP
spir-8468	2	12	the	the	DET
spir-8468	2	13	association	association	NOUN
spir-8468	2	14	of	of	ADP
spir-8468	2	15	internet	internet	NOUN
spir-8468	2	16	researchers	researcher	NOUN
spir-8468	2	17	.	.	PUNCT
spir-8468	3	1	berlin	berlin	PROPN
spir-8468	3	2	,	,	PUNCT
spir-8468	3	3	germany	germany	PROPN
spir-8468	3	4	:	:	PUNCT
spir-8468	3	5	aoir	aoir	NOUN
spir-8468	3	6	.	.	PUNCT
spir-8468	3	7	retrieved	retrieve	VERB
spir-8468	3	8	from	from	ADP
spir-8468	3	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8468	3	10	.	.	PUNCT
spir-8468	4	1	beyond	beyond	ADP
spir-8468	4	2	hashtags	hashtag	NOUN
spir-8468	4	3	:	:	PUNCT
spir-8468	4	4	collecting	collect	VERB
spir-8468	4	5	and	and	CCONJ
spir-8468	4	6	analysing	analyse	VERB
spir-8468	4	7	conversations	conversation	NOUN
spir-8468	4	8	on	on	ADP
spir-8468	4	9	twitter	twitter	PROPN
spir-8468	4	10	brenda	brenda	PROPN
spir-8468	4	11	moon	moon	PROPN
spir-8468	4	12	queensland	queensland	PROPN
spir-8468	4	13	university	university	PROPN
spir-8468	4	14	of	of	ADP
spir-8468	4	15	technology	technology	PROPN
spir-8468	4	16	nicolas	nicolas	PROPN
spir-8468	4	17	suzor	suzor	PROPN
spir-8468	4	18	queensland	queensland	PROPN
spir-8468	4	19	university	university	PROPN
spir-8468	4	20	of	of	ADP
spir-8468	4	21	technology	technology	PROPN
spir-8468	4	22	ariadna	ariadna	PROPN
spir-8468	4	23	matamoros	matamoros	PROPN
spir-8468	4	24	-	-	PUNCT
spir-8468	4	25	fernandez	fernandez	PROPN
spir-8468	4	26	queensland	queensland	PROPN
spir-8468	4	27	university	university	PROPN
spir-8468	4	28	of	of	ADP
spir-8468	4	29	technology	technology	NOUN
spir-8468	4	30	abstract	abstract	NOUN
spir-8468	4	31	in	in	ADP
spir-8468	4	32	this	this	DET
spir-8468	4	33	paper	paper	NOUN
spir-8468	4	34	we	we	PRON
spir-8468	4	35	examine	examine	VERB
spir-8468	4	36	a	a	DET
spir-8468	4	37	series	series	NOUN
spir-8468	4	38	of	of	ADP
spir-8468	4	39	techniques	technique	NOUN
spir-8468	4	40	to	to	PART
spir-8468	4	41	enhance	enhance	VERB
spir-8468	4	42	the	the	DET
spir-8468	4	43	collection	collection	NOUN
spir-8468	4	44	and	and	CCONJ
spir-8468	4	45	analysis	analysis	NOUN
spir-8468	4	46	of	of	ADP
spir-8468	4	47	conversations	conversation	NOUN
spir-8468	4	48	on	on	ADP
spir-8468	4	49	twitter	twitter	NOUN
spir-8468	4	50	.	.	PUNCT
spir-8468	5	1	we	we	PRON
spir-8468	5	2	start	start	VERB
spir-8468	5	3	from	from	ADP
spir-8468	5	4	the	the	DET
spir-8468	5	5	position	position	NOUN
spir-8468	5	6	of	of	ADP
spir-8468	5	7	seeking	seek	VERB
spir-8468	5	8	to	to	PART
spir-8468	5	9	understand	understand	VERB
spir-8468	5	10	how	how	SCONJ
spir-8468	5	11	ordinary	ordinary	ADJ
spir-8468	5	12	discussions	discussion	NOUN
spir-8468	5	13	about	about	ADP
spir-8468	5	14	particular	particular	ADJ
spir-8468	5	15	issues	issue	NOUN
spir-8468	5	16	or	or	CCONJ
spir-8468	5	17	controversies	controversy	NOUN
spir-8468	5	18	are	be	AUX
spir-8468	5	19	unfolding	unfold	VERB
spir-8468	5	20	on	on	ADP
spir-8468	5	21	the	the	DET
spir-8468	5	22	social	social	ADJ
spir-8468	5	23	media	medium	NOUN
spir-8468	5	24	platform	platform	NOUN
spir-8468	5	25	.	.	PUNCT
spir-8468	6	1	a	a	DET
spir-8468	6	2	key	key	ADJ
spir-8468	6	3	limitation	limitation	NOUN
spir-8468	6	4	of	of	ADP
spir-8468	6	5	studies	study	NOUN
spir-8468	6	6	of	of	ADP
spir-8468	6	7	topics	topic	NOUN
spir-8468	6	8	on	on	ADP
spir-8468	6	9	twitter	twitter	NOUN
spir-8468	6	10	that	that	PRON
spir-8468	6	11	rely	rely	VERB
spir-8468	6	12	on	on	ADP
spir-8468	6	13	searching	search	VERB
spir-8468	6	14	for	for	ADP
spir-8468	6	15	a	a	DET
spir-8468	6	16	keyword	keyword	NOUN
spir-8468	6	17	or	or	CCONJ
spir-8468	6	18	hashtag	hashtag	NOUN
spir-8468	6	19	is	be	AUX
spir-8468	6	20	that	that	SCONJ
spir-8468	6	21	they	they	PRON
spir-8468	6	22	may	may	AUX
spir-8468	6	23	miss	miss	VERB
spir-8468	6	24	important	important	ADJ
spir-8468	6	25	sections	section	NOUN
spir-8468	6	26	of	of	ADP
spir-8468	6	27	conversations	conversation	NOUN
spir-8468	6	28	around	around	ADP
spir-8468	6	29	issues	issue	NOUN
spir-8468	6	30	that	that	PRON
spir-8468	6	31	do	do	AUX
spir-8468	6	32	not	not	PART
spir-8468	6	33	match	match	VERB
spir-8468	6	34	the	the	DET
spir-8468	6	35	keywords	keyword	NOUN
spir-8468	6	36	selected	select	VERB
spir-8468	6	37	(	(	PUNCT
spir-8468	6	38	rambukkana	rambukkana	NOUN
spir-8468	6	39	,	,	PUNCT
spir-8468	6	40	2015	2015	NUM
spir-8468	6	41	,	,	PUNCT
spir-8468	6	42	bruns	brun	NOUN
spir-8468	6	43	&	&	CCONJ
spir-8468	6	44	burgess	burgess	PROPN
spir-8468	6	45	,	,	PUNCT
spir-8468	6	46	2015	2015	NUM
spir-8468	6	47	)	)	PUNCT
spir-8468	6	48	.	.	PUNCT
spir-8468	7	1	the	the	DET
spir-8468	7	2	tracking	tracking	NOUN
spir-8468	7	3	infrastructure	infrastructure	NOUN
spir-8468	7	4	for	for	ADP
spir-8468	7	5	social	social	ADJ
spir-8468	7	6	media	medium	NOUN
spir-8468	7	7	analysis	analysis	NOUN
spir-8468	7	8	(	(	PUNCT
spir-8468	7	9	trisma	trisma	NOUN
spir-8468	7	10	)	)	PUNCT
spir-8468	7	11	(	(	PUNCT
spir-8468	7	12	bruns	brun	NOUN
spir-8468	7	13	,	,	PUNCT
spir-8468	7	14	burgess	burgess	PROPN
spir-8468	7	15	&	&	CCONJ
spir-8468	7	16	banks	banks	PROPN
spir-8468	7	17	et	et	PROPN
spir-8468	7	18	al	al	PROPN
spir-8468	7	19	.	.	PROPN
spir-8468	7	20	,	,	PUNCT
spir-8468	7	21	2016	2016	NUM
spir-8468	7	22	)	)	PUNCT
spir-8468	7	23	captures	capture	VERB
spir-8468	7	24	tweets	tweet	NOUN
spir-8468	7	25	of	of	ADP
spir-8468	7	26	2.8	2.8	NUM
spir-8468	7	27	m	m	NOUN
spir-8468	7	28	australian	australian	ADJ
spir-8468	7	29	users	user	NOUN
spir-8468	7	30	on	on	ADP
spir-8468	7	31	a	a	DET
spir-8468	7	32	continuing	continue	VERB
spir-8468	7	33	basis	basis	NOUN
spir-8468	7	34	providing	provide	VERB
spir-8468	7	35	a	a	DET
spir-8468	7	36	comprehensive	comprehensive	ADJ
spir-8468	7	37	dataset	dataset	NOUN
spir-8468	7	38	that	that	SCONJ
spir-8468	7	39	we	we	PRON
spir-8468	7	40	can	can	AUX
spir-8468	7	41	use	use	VERB
spir-8468	7	42	to	to	PART
spir-8468	7	43	find	find	VERB
spir-8468	7	44	reply	reply	NOUN
spir-8468	7	45	chains	chain	NOUN
spir-8468	7	46	which	which	PRON
spir-8468	7	47	do	do	AUX
spir-8468	7	48	not	not	PART
spir-8468	7	49	include	include	VERB
spir-8468	7	50	the	the	DET
spir-8468	7	51	hashtag	hashtag	NOUN
spir-8468	7	52	or	or	CCONJ
spir-8468	7	53	keyword	keyword	NOUN
spir-8468	7	54	we	we	PRON
spir-8468	7	55	are	be	AUX
spir-8468	7	56	studying	study	VERB
spir-8468	7	57	.	.	PUNCT
spir-8468	8	1	many	many	ADJ
spir-8468	8	2	existing	exist	VERB
spir-8468	8	3	methods	method	NOUN
spir-8468	8	4	of	of	ADP
spir-8468	8	5	exploring	explore	VERB
spir-8468	8	6	twitter	twitter	NOUN
spir-8468	8	7	data	datum	NOUN
spir-8468	8	8	do	do	AUX
spir-8468	8	9	not	not	PART
spir-8468	8	10	present	present	VERB
spir-8468	8	11	conversation	conversation	NOUN
spir-8468	8	12	chains	chain	NOUN
spir-8468	8	13	in	in	ADP
spir-8468	8	14	a	a	DET
spir-8468	8	15	linked	link	VERB
spir-8468	8	16	format	format	NOUN
spir-8468	8	17	(	(	PUNCT
spir-8468	8	18	bruns	brun	NOUN
spir-8468	8	19	,	,	PUNCT
spir-8468	8	20	2012	2012	NUM
spir-8468	8	21	,	,	PUNCT
spir-8468	8	22	grant	grant	NOUN
spir-8468	8	23	,	,	PUNCT
spir-8468	8	24	moon	moon	NOUN
spir-8468	8	25	,	,	PUNCT
spir-8468	8	26	&	&	CCONJ
spir-8468	8	27	busby	busby	PROPN
spir-8468	8	28	grant	grant	PROPN
spir-8468	8	29	,	,	PUNCT
spir-8468	8	30	2010	2010	NUM
spir-8468	8	31	)	)	PUNCT
spir-8468	8	32	;	;	PUNCT
spir-8468	8	33	we	we	PRON
spir-8468	8	34	investigate	investigate	VERB
spir-8468	8	35	how	how	SCONJ
spir-8468	8	36	using	use	VERB
spir-8468	8	37	network	network	NOUN
spir-8468	8	38	visualization	visualization	NOUN
spir-8468	8	39	might	might	AUX
spir-8468	8	40	help	help	VERB
spir-8468	8	41	researchers	researcher	NOUN
spir-8468	8	42	better	well	ADV
spir-8468	8	43	understand	understand	VERB
spir-8468	8	44	the	the	DET
spir-8468	8	45	qualitative	qualitative	ADJ
spir-8468	8	46	content	content	NOUN
spir-8468	8	47	and	and	CCONJ
spir-8468	8	48	context	context	NOUN
spir-8468	8	49	of	of	ADP
spir-8468	8	50	conversations	conversation	NOUN
spir-8468	8	51	.	.	PUNCT
spir-8468	9	1	keywords	keyword	NOUN
spir-8468	9	2	:	:	PUNCT
spir-8468	9	3	twitter	twitter	NOUN
spir-8468	9	4	,	,	PUNCT
spir-8468	9	5	social	social	ADJ
spir-8468	9	6	media	medium	NOUN
spir-8468	9	7	,	,	PUNCT
spir-8468	9	8	big	big	ADJ
spir-8468	9	9	data	datum	NOUN
spir-8468	9	10	,	,	PUNCT
spir-8468	9	11	issue	issue	NOUN
spir-8468	9	12	mapping	mapping	NOUN
spir-8468	9	13	,	,	PUNCT
spir-8468	9	14	uber	uber	ADJ
spir-8468	9	15	introduction	introduction	NOUN
spir-8468	9	16	in	in	ADP
spir-8468	9	17	this	this	DET
spir-8468	9	18	paper	paper	NOUN
spir-8468	9	19	,	,	PUNCT
spir-8468	9	20	we	we	PRON
spir-8468	9	21	examine	examine	VERB
spir-8468	9	22	a	a	DET
spir-8468	9	23	series	series	NOUN
spir-8468	9	24	of	of	ADP
spir-8468	9	25	techniques	technique	NOUN
spir-8468	9	26	to	to	PART
spir-8468	9	27	enhance	enhance	VERB
spir-8468	9	28	the	the	DET
spir-8468	9	29	collection	collection	NOUN
spir-8468	9	30	and	and	CCONJ
spir-8468	9	31	analysis	analysis	NOUN
spir-8468	9	32	of	of	ADP
spir-8468	9	33	conversations	conversation	NOUN
spir-8468	9	34	on	on	ADP
spir-8468	9	35	twitter	twitter	NOUN
spir-8468	9	36	.	.	PUNCT
spir-8468	10	1	we	we	PRON
spir-8468	10	2	start	start	VERB
spir-8468	10	3	from	from	ADP
spir-8468	10	4	the	the	DET
spir-8468	10	5	position	position	NOUN
spir-8468	10	6	of	of	ADP
spir-8468	10	7	seeking	seek	VERB
spir-8468	10	8	to	to	PART
spir-8468	10	9	understand	understand	VERB
spir-8468	10	10	how	how	SCONJ
spir-8468	10	11	ordinary	ordinary	ADJ
spir-8468	10	12	discussions	discussion	NOUN
spir-8468	10	13	about	about	ADP
spir-8468	10	14	particular	particular	ADJ
spir-8468	10	15	issues	issue	NOUN
spir-8468	10	16	or	or	CCONJ
spir-8468	10	17	controversies	controversy	NOUN
spir-8468	10	18	are	be	AUX
spir-8468	10	19	unfolding	unfold	VERB
spir-8468	10	20	on	on	ADP
spir-8468	10	21	the	the	DET
spir-8468	10	22	social	social	ADJ
spir-8468	10	23	media	medium	NOUN
spir-8468	10	24	platform	platform	NOUN
spir-8468	10	25	.	.	PUNCT
spir-8468	11	1	a	a	DET
spir-8468	11	2	key	key	ADJ
spir-8468	11	3	limitation	limitation	NOUN
spir-8468	11	4	of	of	ADP
spir-8468	11	5	studies	study	NOUN
spir-8468	11	6	of	of	ADP
spir-8468	11	7	topics	topic	NOUN
spir-8468	11	8	on	on	ADP
spir-8468	11	9	twitter	twitter	NOUN
spir-8468	11	10	that	that	PRON
spir-8468	11	11	rely	rely	VERB
spir-8468	11	12	on	on	ADP
spir-8468	11	13	searching	search	VERB
spir-8468	11	14	for	for	ADP
spir-8468	11	15	a	a	DET
spir-8468	11	16	keyword	keyword	NOUN
spir-8468	11	17	or	or	CCONJ
spir-8468	11	18	hashtag	hashtag	NOUN
spir-8468	11	19	is	be	AUX
spir-8468	11	20	that	that	SCONJ
spir-8468	11	21	they	they	PRON
spir-8468	11	22	may	may	AUX
spir-8468	11	23	miss	miss	VERB
spir-8468	11	24	important	important	ADJ
spir-8468	11	25	sections	section	NOUN
spir-8468	11	26	of	of	ADP
spir-8468	11	27	conversations	conversation	NOUN
spir-8468	11	28	around	around	ADP
spir-8468	11	29	issues	issue	NOUN
spir-8468	11	30	that	that	PRON
spir-8468	11	31	do	do	AUX
spir-8468	11	32	not	not	PART
spir-8468	11	33	match	match	VERB
spir-8468	11	34	the	the	DET
spir-8468	11	35	keywords	keyword	NOUN
spir-8468	11	36	selected	select	VERB
spir-8468	11	37	(	(	PUNCT
spir-8468	11	38	rambukkana	rambukkana	NOUN
spir-8468	11	39	,	,	PUNCT
spir-8468	11	40	2015	2015	NUM
spir-8468	11	41	,	,	PUNCT
spir-8468	11	42	bruns	brun	NOUN
spir-8468	11	43	&	&	CCONJ
spir-8468	11	44	burgess	burgess	PROPN
spir-8468	11	45	,	,	PUNCT
spir-8468	11	46	2015	2015	NUM
spir-8468	11	47	)	)	PUNCT
spir-8468	11	48	.	.	PUNCT
spir-8468	12	1	the	the	DET
spir-8468	12	2	tracking	tracking	NOUN
spir-8468	12	3	infrastructure	infrastructure	NOUN
spir-8468	12	4	for	for	ADP
spir-8468	12	5	social	social	ADJ
spir-8468	12	6	media	medium	NOUN
spir-8468	12	7	analysis	analysis	NOUN
spir-8468	12	8	(	(	PUNCT
spir-8468	12	9	trisma	trisma	NOUN
spir-8468	12	10	)	)	PUNCT
spir-8468	12	11	(	(	PUNCT
spir-8468	12	12	bruns	brun	NOUN
spir-8468	12	13	,	,	PUNCT
spir-8468	12	14	burgess	burgess	PROPN
spir-8468	12	15	&	&	CCONJ
spir-8468	12	16	banks	banks	PROPN
spir-8468	12	17	et	et	PROPN
spir-8468	12	18	al	al	PROPN
spir-8468	12	19	.	.	PROPN
spir-8468	12	20	,	,	PUNCT
spir-8468	12	21	2016	2016	NUM
spir-8468	12	22	)	)	PUNCT
spir-8468	12	23	captures	capture	VERB
spir-8468	12	24	tweets	tweet	NOUN
spir-8468	12	25	of	of	ADP
spir-8468	12	26	2.8	2.8	NUM
spir-8468	12	27	m	m	NOUN
spir-8468	12	28	australian	australian	ADJ
spir-8468	12	29	users	user	NOUN
spir-8468	12	30	on	on	ADP
spir-8468	12	31	a	a	DET
spir-8468	12	32	continuing	continue	VERB
spir-8468	12	33	basis	basis	NOUN
spir-8468	12	34	providing	provide	VERB
spir-8468	12	35	a	a	DET
spir-8468	12	36	dataset	dataset	NOUN
spir-8468	12	37	that	that	SCONJ
spir-8468	12	38	we	we	PRON
spir-8468	12	39	can	can	AUX
spir-8468	12	40	use	use	VERB
spir-8468	12	41	to	to	PART
spir-8468	12	42	find	find	VERB
spir-8468	12	43	reply	reply	NOUN
spir-8468	12	44	chains	chain	NOUN
spir-8468	12	45	which	which	PRON
spir-8468	12	46	do	do	AUX
spir-8468	12	47	not	not	PART
spir-8468	12	48	include	include	VERB
spir-8468	12	49	the	the	DET
spir-8468	12	50	hashtag	hashtag	NOUN
spir-8468	12	51	or	or	CCONJ
spir-8468	12	52	keyword	keyword	NOUN
spir-8468	12	53	we	we	PRON
spir-8468	12	54	are	be	AUX
spir-8468	12	55	studying	study	VERB
spir-8468	12	56	.	.	PUNCT
spir-8468	13	1	many	many	ADJ
spir-8468	13	2	existing	exist	VERB
spir-8468	13	3	methods	method	NOUN
spir-8468	13	4	of	of	ADP
spir-8468	13	5	exploring	explore	VERB
spir-8468	13	6	twitter	twitter	NOUN
spir-8468	13	7	data	datum	NOUN
spir-8468	13	8	do	do	AUX
spir-8468	13	9	not	not	PART
spir-8468	13	10	present	present	VERB
spir-8468	13	11	conversation	conversation	NOUN
spir-8468	13	12	chains	chain	NOUN
spir-8468	13	13	in	in	ADP
spir-8468	13	14	a	a	DET
spir-8468	13	15	linked	link	VERB
spir-8468	13	16	format	format	NOUN
spir-8468	13	17	(	(	PUNCT
spir-8468	13	18	bruns	brun	NOUN
spir-8468	13	19	,	,	PUNCT
spir-8468	13	20	2012	2012	NUM
spir-8468	13	21	,	,	PUNCT
spir-8468	13	22	grant	grant	NOUN
spir-8468	13	23	,	,	PUNCT
spir-8468	13	24	moon	moon	NOUN
spir-8468	13	25	,	,	PUNCT
spir-8468	13	26	&	&	CCONJ
spir-8468	13	27	busby	busby	PROPN
spir-8468	13	28	grant	grant	PROPN
spir-8468	13	29	,	,	PUNCT
spir-8468	13	30	2010	2010	NUM
spir-8468	13	31	)	)	PUNCT
spir-8468	13	32	;	;	PUNCT
spir-8468	13	33	we	we	PRON
spir-8468	13	34	investigate	investigate	VERB
spir-8468	13	35	how	how	SCONJ
spir-8468	13	36	using	use	VERB
spir-8468	13	37	network	network	NOUN
spir-8468	13	38	visualization	visualization	NOUN
spir-8468	13	39	might	might	AUX
spir-8468	13	40	help	help	VERB
spir-8468	13	41	researchers	researcher	NOUN
spir-8468	13	42	better	well	ADV
spir-8468	13	43	understand	understand	VERB
spir-8468	13	44	the	the	DET
spir-8468	13	45	qualitative	qualitative	ADJ
spir-8468	13	46	content	content	NOUN
spir-8468	13	47	and	and	CCONJ
spir-8468	13	48	context	context	NOUN
spir-8468	13	49	of	of	ADP
spir-8468	13	50	conversations	conversation	NOUN
spir-8468	13	51	.	.	PUNCT
spir-8468	14	1	identifying	identify	VERB
spir-8468	14	2	tweets	tweet	NOUN
spir-8468	14	3	we	we	PRON
spir-8468	14	4	develop	develop	VERB
spir-8468	14	5	a	a	DET
spir-8468	14	6	similar	similar	ADJ
spir-8468	14	7	method	method	NOUN
spir-8468	14	8	to	to	ADP
spir-8468	14	9	lorentzen	lorentzen	PROPN
spir-8468	14	10	and	and	CCONJ
spir-8468	14	11	nolin	nolin	PROPN
spir-8468	14	12	’s	’s	PART
spir-8468	14	13	(	(	PUNCT
spir-8468	14	14	2015	2015	NUM
spir-8468	14	15	)	)	PUNCT
spir-8468	14	16	approach	approach	NOUN
spir-8468	14	17	to	to	PART
spir-8468	14	18	collect	collect	VERB
spir-8468	14	19	a	a	DET
spir-8468	14	20	broader	broad	ADJ
spir-8468	14	21	set	set	NOUN
spir-8468	14	22	of	of	ADP
spir-8468	14	23	conversations	conversation	NOUN
spir-8468	14	24	on	on	ADP
spir-8468	14	25	twitter	twitter	NOUN
spir-8468	14	26	.	.	PUNCT
spir-8468	15	1	using	use	VERB
spir-8468	15	2	the	the	DET
spir-8468	15	3	trisma	trisma	NOUN
spir-8468	15	4	dataset	dataset	NOUN
spir-8468	15	5	,	,	PUNCT
spir-8468	15	6	we	we	PRON
spir-8468	15	7	first	first	ADV
spir-8468	15	8	identify	identify	VERB
spir-8468	15	9	all	all	DET
spir-8468	15	10	tweets	tweet	NOUN
spir-8468	15	11	that	that	PRON
spir-8468	15	12	match	match	VERB
spir-8468	15	13	a	a	DET
spir-8468	15	14	given	give	VERB
spir-8468	15	15	keyword	keyword	NOUN
spir-8468	15	16	,	,	PUNCT
spir-8468	15	17	and	and	CCONJ
spir-8468	15	18	then	then	ADV
spir-8468	15	19	also	also	ADV
spir-8468	15	20	identify	identify	VERB
spir-8468	15	21	all	all	DET
spir-8468	15	22	tweets	tweet	NOUN
spir-8468	15	23	that	that	PRON
spir-8468	15	24	respond	respond	VERB
spir-8468	15	25	to	to	ADP
spir-8468	15	26	or	or	CCONJ
spir-8468	15	27	were	be	AUX
spir-8468	15	28	responded	respond	VERB
spir-8468	15	29	to	to	ADP
spir-8468	15	30	by	by	ADP
spir-8468	15	31	such	such	ADJ
spir-8468	15	32	keyword	keyword	NOUN
spir-8468	15	33	tweets	tweet	NOUN
spir-8468	15	34	.	.	PUNCT
spir-8468	16	1	we	we	PRON
spir-8468	16	2	trace	trace	VERB
spir-8468	16	3	these	these	DET
spir-8468	16	4	linked	link	VERB
spir-8468	16	5	conversations	conversation	NOUN
spir-8468	16	6	recursively	recursively	ADV
spir-8468	16	7	,	,	PUNCT
spir-8468	16	8	to	to	PART
spir-8468	16	9	extract	extract	VERB
spir-8468	16	10	the	the	DET
spir-8468	16	11	full	full	ADJ
spir-8468	16	12	chains	chain	NOUN
spir-8468	16	13	of	of	ADP
spir-8468	16	14	conversations	conversation	NOUN
spir-8468	16	15	in	in	ADP
spir-8468	16	16	which	which	PRON
spir-8468	16	17	a	a	DET
spir-8468	16	18	search	search	NOUN
spir-8468	16	19	keyword	keyword	NOUN
spir-8468	16	20	has	have	AUX
spir-8468	16	21	been	be	AUX
spir-8468	16	22	mentioned	mention	VERB
spir-8468	16	23	at	at	ADP
spir-8468	16	24	least	least	ADJ
spir-8468	16	25	once	once	ADV
spir-8468	16	26	.	.	PUNCT
spir-8468	17	1	where	where	SCONJ
spir-8468	17	2	lorentzen	lorentzen	NOUN
spir-8468	17	3	and	and	CCONJ
spir-8468	17	4	nolin	nolin	PROPN
spir-8468	17	5	(	(	PUNCT
spir-8468	17	6	2015	2015	NUM
spir-8468	17	7	)	)	PUNCT
spir-8468	17	8	were	be	AUX
spir-8468	17	9	limited	limit	VERB
spir-8468	17	10	by	by	ADP
spir-8468	17	11	considering	consider	VERB
spir-8468	17	12	conversations	conversation	NOUN
spir-8468	17	13	based	base	VERB
spir-8468	17	14	on	on	ADP
spir-8468	17	15	the	the	DET
spir-8468	17	16	twitter	twitter	NOUN
spir-8468	17	17	in	in	ADP
spir-8468	17	18	-	-	PUNCT
spir-8468	17	19	reply	reply	NOUN
spir-8468	17	20	-	-	PUNCT
spir-8468	17	21	to	to	ADP
spir-8468	17	22	chains	chain	NOUN
spir-8468	17	23	in	in	ADP
spir-8468	17	24	a	a	DET
spir-8468	17	25	single	single	ADJ
spir-8468	17	26	direction	direction	NOUN
spir-8468	17	27	from	from	ADP
spir-8468	17	28	their	their	PRON
spir-8468	17	29	hashtag	hashtag	NOUN
spir-8468	17	30	tweets	tweet	NOUN
spir-8468	17	31	or	or	CCONJ
spir-8468	17	32	their	their	PRON
spir-8468	17	33	5,000	5,000	NUM
spir-8468	17	34	most	most	ADV
spir-8468	17	35	active	active	ADJ
spir-8468	17	36	participants	participant	NOUN
spir-8468	17	37	,	,	PUNCT
spir-8468	17	38	we	we	PRON
spir-8468	17	39	are	be	AUX
spir-8468	17	40	able	able	ADJ
spir-8468	17	41	to	to	PART
spir-8468	17	42	recursively	recursively	ADV
spir-8468	17	43	move	move	VERB
spir-8468	17	44	both	both	DET
spir-8468	17	45	ways	way	NOUN
spir-8468	17	46	along	along	ADP
spir-8468	17	47	the	the	DET
spir-8468	17	48	reply	reply	NOUN
spir-8468	17	49	chain	chain	NOUN
spir-8468	17	50	,	,	PUNCT
spir-8468	17	51	including	include	VERB
spir-8468	17	52	tweets	tweet	NOUN
spir-8468	17	53	that	that	PRON
spir-8468	17	54	are	be	AUX
spir-8468	17	55	replies	reply	NOUN
spir-8468	17	56	to	to	ADP
spir-8468	17	57	tweets	tweet	NOUN
spir-8468	17	58	we	we	PRON
spir-8468	17	59	have	have	AUX
spir-8468	17	60	identified	identify	VERB
spir-8468	17	61	.	.	PUNCT
spir-8468	18	1	this	this	PRON
spir-8468	18	2	is	be	AUX
spir-8468	18	3	not	not	PART
spir-8468	18	4	possible	possible	ADJ
spir-8468	18	5	using	use	VERB
spir-8468	18	6	the	the	DET
spir-8468	18	7	twitter	twitter	NOUN
spir-8468	18	8	api	api	NOUN
spir-8468	18	9	.	.	PUNCT
spir-8468	19	1	our	our	PRON
spir-8468	19	2	study	study	NOUN
spir-8468	19	3	is	be	AUX
spir-8468	19	4	limited	limit	VERB
spir-8468	19	5	by	by	ADP
spir-8468	19	6	the	the	DET
spir-8468	19	7	boundaries	boundary	NOUN
spir-8468	19	8	of	of	ADP
spir-8468	19	9	the	the	DET
spir-8468	19	10	australian	australian	ADJ
spir-8468	19	11	twittersphere	twittersphere	NOUN
spir-8468	19	12	as	as	SCONJ
spir-8468	19	13	defined	define	VERB
spir-8468	19	14	by	by	ADP
spir-8468	19	15	trisma	trisma	NOUN
spir-8468	19	16	;	;	PUNCT
spir-8468	19	17	conversation	conversation	NOUN
spir-8468	19	18	chains	chain	NOUN
spir-8468	19	19	will	will	AUX
spir-8468	19	20	be	be	AUX
spir-8468	19	21	broken	break	VERB
spir-8468	19	22	if	if	SCONJ
spir-8468	19	23	they	they	PRON
spir-8468	19	24	extend	extend	VERB
spir-8468	19	25	to	to	ADP
spir-8468	19	26	accounts	account	NOUN
spir-8468	19	27	outside	outside	ADP
spir-8468	19	28	the	the	DET
spir-8468	19	29	trisma	trisma	NOUN
spir-8468	19	30	dataset	dataset	NOUN
spir-8468	19	31	,	,	PUNCT
spir-8468	19	32	even	even	ADV
spir-8468	19	33	if	if	SCONJ
spir-8468	19	34	subsequent	subsequent	ADJ
spir-8468	19	35	replies	reply	NOUN
spir-8468	19	36	occur	occur	VERB
spir-8468	19	37	inside	inside	ADP
spir-8468	19	38	it	it	PRON
spir-8468	19	39	.	.	PUNCT
spir-8468	20	1	analysing	analyse	VERB
spir-8468	20	2	reply	reply	NOUN
spir-8468	20	3	chains	chain	NOUN
spir-8468	20	4	this	this	DET
spir-8468	20	5	paper	paper	NOUN
spir-8468	20	6	will	will	AUX
spir-8468	20	7	present	present	VERB
spir-8468	20	8	the	the	DET
spir-8468	20	9	results	result	NOUN
spir-8468	20	10	of	of	ADP
spir-8468	20	11	our	our	PRON
spir-8468	20	12	initial	initial	ADJ
spir-8468	20	13	case	case	NOUN
spir-8468	20	14	study	study	NOUN
spir-8468	20	15	of	of	ADP
spir-8468	20	16	australian	australian	ADJ
spir-8468	20	17	controversies	controversy	NOUN
spir-8468	20	18	over	over	ADP
spir-8468	20	19	the	the	DET
spir-8468	20	20	legitimization	legitimization	NOUN
spir-8468	20	21	of	of	ADP
spir-8468	20	22	the	the	DET
spir-8468	20	23	uber	uber	ADJ
spir-8468	20	24	ride	ride	NOUN
spir-8468	20	25	-	-	PUNCT
spir-8468	20	26	sharing	share	VERB
spir-8468	20	27	service	service	NOUN
spir-8468	20	28	in	in	ADP
spir-8468	20	29	australia	australia	PROPN
spir-8468	20	30	.	.	PUNCT
spir-8468	21	1	we	we	PRON
spir-8468	21	2	seek	seek	VERB
spir-8468	21	3	to	to	PART
spir-8468	21	4	collect	collect	VERB
spir-8468	21	5	all	all	DET
spir-8468	21	6	tweets	tweet	NOUN
spir-8468	21	7	that	that	PRON
spir-8468	21	8	form	form	VERB
spir-8468	21	9	part	part	NOUN
spir-8468	21	10	of	of	ADP
spir-8468	21	11	the	the	DET
spir-8468	21	12	conversation	conversation	NOUN
spir-8468	21	13	around	around	ADP
spir-8468	21	14	the	the	DET
spir-8468	21	15	keyword	keyword	NOUN
spir-8468	21	16	‘	'	PUNCT
spir-8468	21	17	uber	uber	NOUN
spir-8468	21	18	’	'	PUNCT
spir-8468	21	19	in	in	ADP
spir-8468	21	20	the	the	DET
spir-8468	21	21	australian	australian	ADJ
spir-8468	21	22	twittersphere	twittersphere	NOUN
spir-8468	21	23	since	since	SCONJ
spir-8468	21	24	2013	2013	NUM
spir-8468	21	25	,	,	PUNCT
spir-8468	21	26	and	and	CCONJ
spir-8468	21	27	zoom	zoom	VERB
spir-8468	21	28	in	in	ADV
spir-8468	21	29	from	from	ADP
spir-8468	21	30	there	there	ADV
spir-8468	21	31	to	to	PART
spir-8468	21	32	analyse	analyse	VERB
spir-8468	21	33	specific	specific	ADJ
spir-8468	21	34	controversies	controversy	NOUN
spir-8468	21	35	.	.	PUNCT
spir-8468	22	1	we	we	PRON
spir-8468	22	2	conduct	conduct	VERB
spir-8468	22	3	a	a	DET
spir-8468	22	4	comparative	comparative	ADJ
spir-8468	22	5	study	study	NOUN
spir-8468	22	6	of	of	ADP
spir-8468	22	7	two	two	NUM
spir-8468	22	8	datasets	dataset	NOUN
spir-8468	22	9	–	–	PUNCT
spir-8468	22	10	an	an	DET
spir-8468	22	11	original	original	ADJ
spir-8468	22	12	set	set	NOUN
spir-8468	22	13	that	that	PRON
spir-8468	22	14	contains	contain	VERB
spir-8468	22	15	only	only	ADJ
spir-8468	22	16	tweets	tweet	NOUN
spir-8468	22	17	that	that	PRON
spir-8468	22	18	match	match	VERB
spir-8468	22	19	a	a	DET
spir-8468	22	20	keyword	keyword	NOUN
spir-8468	22	21	,	,	PUNCT
spir-8468	22	22	and	and	CCONJ
spir-8468	22	23	an	an	DET
spir-8468	22	24	expanded	expand	VERB
spir-8468	22	25	set	set	NOUN
spir-8468	22	26	that	that	PRON
spir-8468	22	27	includes	include	VERB
spir-8468	22	28	all	all	DET
spir-8468	22	29	conversations	conversation	NOUN
spir-8468	22	30	that	that	PRON
spir-8468	22	31	reference	reference	VERB
spir-8468	22	32	those	those	DET
spir-8468	22	33	initial	initial	ADJ
spir-8468	22	34	tweets	tweet	NOUN
spir-8468	22	35	.	.	PUNCT
spir-8468	23	1	the	the	DET
spir-8468	23	2	first	first	ADJ
spir-8468	23	3	dataset	dataset	NOUN
spir-8468	23	4	–	–	PUNCT
spir-8468	23	5	tweets	tweet	NOUN
spir-8468	23	6	matching	match	VERB
spir-8468	23	7	the	the	DET
spir-8468	23	8	keyword	keyword	NOUN
spir-8468	23	9	‘	'	PUNCT
spir-8468	23	10	uber	uber	NOUN
spir-8468	23	11	’	'	PUNCT
spir-8468	23	12	from	from	ADP
spir-8468	23	13	january	january	PROPN
spir-8468	23	14	2013	2013	NUM
spir-8468	23	15	through	through	ADP
spir-8468	23	16	to	to	ADP
spir-8468	23	17	november	november	PROPN
spir-8468	23	18	2015	2015	NUM
spir-8468	23	19	,	,	PUNCT
spir-8468	23	20	comprises	comprise	VERB
spir-8468	23	21	176,941	176,941	NUM
spir-8468	23	22	tweets	tweet	NOUN
spir-8468	23	23	.	.	PUNCT
spir-8468	24	1	the	the	DET
spir-8468	24	2	second	second	ADJ
spir-8468	24	3	dataset	dataset	NOUN
spir-8468	24	4	,	,	PUNCT
spir-8468	24	5	which	which	PRON
spir-8468	24	6	also	also	ADV
spir-8468	24	7	includes	include	VERB
spir-8468	24	8	tweets	tweet	NOUN
spir-8468	24	9	we	we	PRON
spir-8468	24	10	can	can	AUX
spir-8468	24	11	identify	identify	VERB
spir-8468	24	12	as	as	ADP
spir-8468	24	13	part	part	NOUN
spir-8468	24	14	of	of	ADP
spir-8468	24	15	the	the	DET
spir-8468	24	16	conversation	conversation	NOUN
spir-8468	24	17	around	around	ADP
spir-8468	24	18	the	the	DET
spir-8468	24	19	first	first	ADJ
spir-8468	24	20	(	(	PUNCT
spir-8468	24	21	using	use	VERB
spir-8468	24	22	in_reply_to_tweet_id	in_reply_to_tweet_id	NOUN
spir-8468	24	23	)	)	PUNCT
spir-8468	24	24	,	,	PUNCT
spir-8468	24	25	comprises	comprise	VERB
spir-8468	24	26	an	an	DET
spir-8468	24	27	additional	additional	ADJ
spir-8468	24	28	30,210	30,210	NUM
spir-8468	24	29	tweets	tweet	NOUN
spir-8468	24	30	.	.	PUNCT
spir-8468	25	1	the	the	DET
spir-8468	25	2	conversation	conversation	NOUN
spir-8468	25	3	chains	chain	NOUN
spir-8468	25	4	are	be	AUX
spir-8468	25	5	visualised	visualise	VERB
spir-8468	25	6	as	as	ADP
spir-8468	25	7	a	a	DET
spir-8468	25	8	directed	direct	VERB
spir-8468	25	9	network	network	NOUN
spir-8468	25	10	and	and	CCONJ
spir-8468	25	11	a	a	DET
spir-8468	25	12	range	range	NOUN
spir-8468	25	13	of	of	ADP
spir-8468	25	14	network	network	NOUN
spir-8468	25	15	metrics	metric	NOUN
spir-8468	25	16	are	be	AUX
spir-8468	25	17	calculated	calculate	VERB
spir-8468	25	18	,	,	PUNCT
spir-8468	25	19	including	include	VERB
spir-8468	25	20	those	those	PRON
spir-8468	25	21	used	use	VERB
spir-8468	25	22	by	by	ADP
spir-8468	25	23	lorentzen	lorentzen	PROPN
spir-8468	25	24	and	and	CCONJ
spir-8468	25	25	nolin	nolin	PROPN
spir-8468	25	26	(	(	PUNCT
spir-8468	25	27	2015	2015	NUM
spir-8468	25	28	)	)	PUNCT
spir-8468	25	29	,	,	PUNCT
spir-8468	25	30	to	to	PART
spir-8468	25	31	allow	allow	VERB
spir-8468	25	32	comparison	comparison	NOUN
spir-8468	25	33	with	with	ADP
spir-8468	25	34	their	their	PRON
spir-8468	25	35	results	result	NOUN
spir-8468	25	36	.	.	PUNCT
spir-8468	26	1	we	we	PRON
spir-8468	26	2	then	then	ADV
spir-8468	26	3	apply	apply	VERB
spir-8468	26	4	issue	issue	NOUN
spir-8468	26	5	mapping	mapping	NOUN
spir-8468	26	6	to	to	ADP
spir-8468	26	7	social	social	ADJ
spir-8468	26	8	media	medium	NOUN
spir-8468	26	9	analysis	analysis	NOUN
spir-8468	26	10	(	(	PUNCT
spir-8468	26	11	marres	marre	NOUN
spir-8468	26	12	,	,	PUNCT
spir-8468	26	13	2015	2015	NUM
spir-8468	26	14	;	;	PUNCT
spir-8468	26	15	marres	marre	NOUN
spir-8468	26	16	&	&	CCONJ
spir-8468	26	17	moats	moat	NOUN
spir-8468	26	18	,	,	PUNCT
spir-8468	26	19	2015	2015	NUM
spir-8468	26	20	)	)	PUNCT
spir-8468	26	21	to	to	PART
spir-8468	26	22	evaluate	evaluate	VERB
spir-8468	26	23	the	the	DET
spir-8468	26	24	advantages	advantage	NOUN
spir-8468	26	25	and	and	CCONJ
spir-8468	26	26	limitations	limitation	NOUN
spir-8468	26	27	of	of	ADP
spir-8468	26	28	these	these	DET
spir-8468	26	29	methods	method	NOUN
spir-8468	26	30	for	for	ADP
spir-8468	26	31	extracting	extract	VERB
spir-8468	26	32	conversations	conversation	NOUN
spir-8468	26	33	from	from	ADP
spir-8468	26	34	twitter	twitter	NOUN
spir-8468	26	35	data	datum	NOUN
spir-8468	26	36	.	.	PUNCT
spir-8468	27	1	while	while	SCONJ
spir-8468	27	2	work	work	NOUN
spir-8468	27	3	on	on	ADP
spir-8468	27	4	issue	issue	NOUN
spir-8468	27	5	mapping	mapping	NOUN
spir-8468	27	6	has	have	AUX
spir-8468	27	7	largely	largely	ADV
spir-8468	27	8	used	use	VERB
spir-8468	27	9	web	web	NOUN
spir-8468	27	10	data	datum	NOUN
spir-8468	27	11	to	to	PART
spir-8468	27	12	trace	trace	VERB
spir-8468	27	13	the	the	DET
spir-8468	27	14	relationships	relationship	NOUN
spir-8468	27	15	among	among	ADP
spir-8468	27	16	actors	actor	NOUN
spir-8468	27	17	,	,	PUNCT
spir-8468	27	18	themes	theme	NOUN
spir-8468	27	19	and	and	CCONJ
spir-8468	27	20	objects	object	NOUN
spir-8468	27	21	in	in	ADP
spir-8468	27	22	the	the	DET
spir-8468	27	23	discussion	discussion	NOUN
spir-8468	27	24	of	of	ADP
spir-8468	27	25	matters	matter	NOUN
spir-8468	27	26	of	of	ADP
spir-8468	27	27	concern	concern	NOUN
spir-8468	27	28	(	(	PUNCT
spir-8468	27	29	rogers	rogers	PROPN
spir-8468	27	30	&	&	CCONJ
spir-8468	27	31	marres	marre	NOUN
spir-8468	27	32	,	,	PUNCT
spir-8468	27	33	2000	2000	NUM
spir-8468	27	34	;	;	PUNCT
spir-8468	27	35	severo	severo	PROPN
spir-8468	27	36	&	&	CCONJ
spir-8468	27	37	venturini	venturini	PROPN
spir-8468	27	38	,	,	PUNCT
spir-8468	27	39	2015	2015	NUM
spir-8468	27	40	)	)	PUNCT
spir-8468	27	41	,	,	PUNCT
spir-8468	27	42	we	we	PRON
spir-8468	27	43	will	will	AUX
spir-8468	27	44	use	use	VERB
spir-8468	27	45	social	social	ADJ
spir-8468	27	46	media	medium	NOUN
spir-8468	27	47	data	datum	NOUN
spir-8468	27	48	to	to	PART
spir-8468	27	49	study	study	VERB
spir-8468	27	50	how	how	SCONJ
spir-8468	27	51	issue	issue	NOUN
spir-8468	27	52	publics	public	NOUN
spir-8468	27	53	emerge	emerge	VERB
spir-8468	27	54	through	through	ADP
spir-8468	27	55	their	their	PRON
spir-8468	27	56	engagement	engagement	NOUN
spir-8468	27	57	with	with	ADP
spir-8468	27	58	specific	specific	ADJ
spir-8468	27	59	controversies	controversy	NOUN
spir-8468	27	60	or	or	CCONJ
spir-8468	27	61	themes	theme	NOUN
spir-8468	27	62	surrounding	surround	VERB
spir-8468	27	63	uber	uber	ADJ
spir-8468	27	64	.	.	PUNCT
spir-8468	28	1	issue	issue	NOUN
spir-8468	28	2	mapping	mapping	NOUN
spir-8468	28	3	using	use	VERB
spir-8468	28	4	digital	digital	ADJ
spir-8468	28	5	methods	method	NOUN
spir-8468	28	6	and	and	CCONJ
spir-8468	28	7	informed	inform	VERB
spir-8468	28	8	by	by	ADP
spir-8468	28	9	controversy	controversy	NOUN
spir-8468	28	10	analysis	analysis	NOUN
spir-8468	28	11	provides	provide	VERB
spir-8468	28	12	a	a	DET
spir-8468	28	13	useful	useful	ADJ
spir-8468	28	14	methodology	methodology	NOUN
spir-8468	28	15	to	to	PART
spir-8468	28	16	account	account	VERB
spir-8468	28	17	for	for	ADP
spir-8468	28	18	popular	popular	ADJ
spir-8468	28	19	and	and	CCONJ
spir-8468	28	20	everyday	everyday	ADJ
spir-8468	28	21	modes	mode	NOUN
spir-8468	28	22	of	of	ADP
spir-8468	28	23	online	online	ADJ
spir-8468	28	24	participation	participation	NOUN
spir-8468	28	25	in	in	ADP
spir-8468	28	26	matters	matter	NOUN
spir-8468	28	27	of	of	ADP
spir-8468	28	28	concern	concern	NOUN
spir-8468	28	29	(	(	PUNCT
spir-8468	28	30	burgess	burgess	PROPN
spir-8468	28	31	&	&	CCONJ
spir-8468	28	32	matamoros	matamoros	PROPN
spir-8468	28	33	-	-	PUNCT
spir-8468	28	34	fernandez	fernandez	PROPN
spir-8468	28	35	,	,	PUNCT
spir-8468	28	36	2016	2016	NUM
spir-8468	28	37	)	)	PUNCT
spir-8468	28	38	.	.	PUNCT
spir-8468	29	1	our	our	PRON
spir-8468	29	2	initial	initial	ADJ
spir-8468	29	3	results	result	NOUN
spir-8468	29	4	show	show	VERB
spir-8468	29	5	that	that	SCONJ
spir-8468	29	6	the	the	DET
spir-8468	29	7	conversations	conversation	NOUN
spir-8468	29	8	we	we	PRON
spir-8468	29	9	collected	collect	VERB
spir-8468	29	10	differ	differ	VERB
spir-8468	29	11	significantly	significantly	ADV
spir-8468	29	12	from	from	ADP
spir-8468	29	13	the	the	DET
spir-8468	29	14	tweets	tweet	NOUN
spir-8468	29	15	that	that	PRON
spir-8468	29	16	match	match	VERB
spir-8468	29	17	our	our	PRON
spir-8468	29	18	keywords	keyword	NOUN
spir-8468	29	19	.	.	PUNCT
spir-8468	30	1	from	from	ADP
spir-8468	30	2	a	a	DET
spir-8468	30	3	preliminary	preliminary	ADJ
spir-8468	30	4	textual	textual	ADJ
spir-8468	30	5	analysis	analysis	NOUN
spir-8468	30	6	of	of	ADP
spir-8468	30	7	small	small	ADJ
spir-8468	30	8	samples	sample	NOUN
spir-8468	30	9	of	of	ADP
spir-8468	30	10	tweets	tweet	NOUN
spir-8468	30	11	,	,	PUNCT
spir-8468	30	12	we	we	PRON
spir-8468	30	13	note	note	VERB
spir-8468	30	14	that	that	SCONJ
spir-8468	30	15	the	the	DET
spir-8468	30	16	tweets	tweet	NOUN
spir-8468	30	17	that	that	PRON
spir-8468	30	18	contain	contain	VERB
spir-8468	30	19	the	the	DET
spir-8468	30	20	keyword	keyword	NOUN
spir-8468	30	21	‘	'	PUNCT
spir-8468	30	22	uber	uber	ADJ
spir-8468	30	23	’	'	PUNCT
spir-8468	30	24	seem	seem	VERB
spir-8468	30	25	to	to	PART
spir-8468	30	26	be	be	AUX
spir-8468	30	27	reflect	reflect	VERB
spir-8468	30	28	themes	theme	NOUN
spir-8468	30	29	and	and	CCONJ
spir-8468	30	30	frames	frame	NOUN
spir-8468	30	31	dominated	dominate	VERB
spir-8468	30	32	by	by	ADP
spir-8468	30	33	the	the	DET
spir-8468	30	34	tech	tech	NOUN
spir-8468	30	35	media	medium	NOUN
spir-8468	30	36	,	,	PUNCT
spir-8468	30	37	lobbyists	lobbyist	NOUN
spir-8468	30	38	and	and	CCONJ
spir-8468	30	39	campaigners	campaigner	NOUN
spir-8468	30	40	while	while	SCONJ
spir-8468	30	41	the	the	DET
spir-8468	30	42	tweets	tweet	NOUN
spir-8468	30	43	that	that	PRON
spir-8468	30	44	are	be	AUX
spir-8468	30	45	found	find	VERB
spir-8468	30	46	through	through	ADP
spir-8468	30	47	our	our	PRON
spir-8468	30	48	reply	reply	NOUN
spir-8468	30	49	chain	chain	NOUN
spir-8468	30	50	approach	approach	NOUN
spir-8468	30	51	appear	appear	VERB
spir-8468	30	52	to	to	PART
spir-8468	30	53	be	be	AUX
spir-8468	30	54	much	much	ADV
spir-8468	30	55	more	more	ADV
spir-8468	30	56	diverse	diverse	ADJ
spir-8468	30	57	.	.	PUNCT
spir-8468	31	1	they	they	PRON
spir-8468	31	2	include	include	VERB
spir-8468	31	3	debates	debate	NOUN
spir-8468	31	4	explicitly	explicitly	ADV
spir-8468	31	5	about	about	ADP
spir-8468	31	6	the	the	DET
spir-8468	31	7	controversy	controversy	NOUN
spir-8468	31	8	by	by	ADP
spir-8468	31	9	established	establish	VERB
spir-8468	31	10	players	player	NOUN
spir-8468	31	11	in	in	ADP
spir-8468	31	12	the	the	DET
spir-8468	31	13	issue	issue	NOUN
spir-8468	31	14	.	.	PUNCT
spir-8468	32	1	importantly	importantly	ADV
spir-8468	32	2	,	,	PUNCT
spir-8468	32	3	they	they	PRON
spir-8468	32	4	also	also	ADV
spir-8468	32	5	include	include	VERB
spir-8468	32	6	the	the	DET
spir-8468	32	7	much	much	ADV
spir-8468	32	8	less	less	ADV
spir-8468	32	9	readily	readily	ADV
spir-8468	32	10	visible	visible	ADJ
spir-8468	32	11	ordinary	ordinary	ADJ
spir-8468	32	12	voices	voice	NOUN
spir-8468	32	13	of	of	ADP
spir-8468	32	14	individuals	individual	NOUN
spir-8468	32	15	in	in	ADP
spir-8468	32	16	conversations	conversation	NOUN
spir-8468	32	17	that	that	PRON
spir-8468	32	18	are	be	AUX
spir-8468	32	19	not	not	PART
spir-8468	32	20	highly	highly	ADV
spir-8468	32	21	politicised	politicised	ADJ
spir-8468	32	22	.	.	PUNCT
spir-8468	33	1	we	we	PRON
spir-8468	33	2	seek	seek	VERB
spir-8468	33	3	to	to	PART
spir-8468	33	4	investigate	investigate	VERB
spir-8468	33	5	the	the	DET
spir-8468	33	6	hypothesis	hypothesis	NOUN
spir-8468	33	7	that	that	PRON
spir-8468	33	8	network	network	NOUN
spir-8468	33	9	metrics	metric	NOUN
spir-8468	33	10	and	and	CCONJ
spir-8468	33	11	visualisations	visualisation	NOUN
spir-8468	33	12	of	of	ADP
spir-8468	33	13	conversations	conversation	NOUN
spir-8468	33	14	may	may	AUX
spir-8468	33	15	assist	assist	VERB
spir-8468	33	16	in	in	ADP
spir-8468	33	17	mapping	map	VERB
spir-8468	33	18	the	the	DET
spir-8468	33	19	actors	actor	NOUN
spir-8468	33	20	,	,	PUNCT
spir-8468	33	21	themes	theme	NOUN
spir-8468	33	22	and	and	CCONJ
spir-8468	33	23	objects	object	NOUN
spir-8468	33	24	involved	involve	VERB
spir-8468	33	25	in	in	ADP
spir-8468	33	26	twitter	twitter	NOUN
spir-8468	33	27	discussions	discussion	NOUN
spir-8468	33	28	of	of	ADP
spir-8468	33	29	matters	matter	NOUN
spir-8468	33	30	of	of	ADP
spir-8468	33	31	concern	concern	NOUN
spir-8468	33	32	.	.	PUNCT
spir-8468	34	1	we	we	PRON
spir-8468	34	2	will	will	AUX
spir-8468	34	3	seek	seek	VERB
spir-8468	34	4	to	to	PART
spir-8468	34	5	understand	understand	VERB
spir-8468	34	6	how	how	SCONJ
spir-8468	34	7	including	include	VERB
spir-8468	34	8	conversations	conversation	NOUN
spir-8468	34	9	that	that	PRON
spir-8468	34	10	do	do	AUX
spir-8468	34	11	not	not	PART
spir-8468	34	12	explicitly	explicitly	ADV
spir-8468	34	13	mention	mention	VERB
spir-8468	34	14	‘	'	PUNCT
spir-8468	34	15	uber	uber	ADJ
spir-8468	34	16	’	'	PUNCT
spir-8468	34	17	or	or	CCONJ
spir-8468	34	18	related	related	ADJ
spir-8468	34	19	keywords	keyword	NOUN
spir-8468	34	20	may	may	AUX
spir-8468	34	21	be	be	AUX
spir-8468	34	22	able	able	ADJ
spir-8468	34	23	to	to	PART
spir-8468	34	24	add	add	VERB
spir-8468	34	25	a	a	DET
spir-8468	34	26	richness	richness	NOUN
spir-8468	34	27	to	to	ADP
spir-8468	34	28	the	the	DET
spir-8468	34	29	data	datum	NOUN
spir-8468	34	30	that	that	PRON
spir-8468	34	31	was	be	AUX
spir-8468	34	32	previously	previously	ADV
spir-8468	34	33	invisible	invisible	ADJ
spir-8468	34	34	.	.	PUNCT
spir-8468	35	1	we	we	PRON
spir-8468	35	2	suggest	suggest	VERB
spir-8468	35	3	that	that	SCONJ
spir-8468	35	4	this	this	DET
spir-8468	35	5	method	method	NOUN
spir-8468	35	6	appears	appear	VERB
spir-8468	35	7	to	to	PART
spir-8468	35	8	enable	enable	VERB
spir-8468	35	9	richer	rich	ADJ
spir-8468	35	10	analysis	analysis	NOUN
spir-8468	35	11	of	of	ADP
spir-8468	35	12	ordinary	ordinary	ADJ
spir-8468	35	13	voices	voice	NOUN
spir-8468	35	14	around	around	ADP
spir-8468	35	15	a	a	DET
spir-8468	35	16	controversy	controversy	NOUN
spir-8468	35	17	.	.	PUNCT
spir-8468	36	1	not	not	PART
spir-8468	36	2	only	only	ADV
spir-8468	36	3	it	it	PRON
spir-8468	36	4	highlights	highlight	VERB
spir-8468	36	5	some	some	DET
spir-8468	36	6	additional	additional	ADJ
spir-8468	36	7	issues	issue	NOUN
spir-8468	36	8	as	as	SCONJ
spir-8468	36	9	the	the	DET
spir-8468	36	10	controversy	controversy	NOUN
spir-8468	36	11	plays	play	VERB
spir-8468	36	12	out	out	ADP
spir-8468	36	13	,	,	PUNCT
spir-8468	36	14	but	but	CCONJ
spir-8468	36	15	it	it	PRON
spir-8468	36	16	also	also	ADV
spir-8468	36	17	appears	appear	VERB
spir-8468	36	18	to	to	PART
spir-8468	36	19	surface	surface	VERB
spir-8468	36	20	new	new	ADJ
spir-8468	36	21	actors	actor	NOUN
spir-8468	36	22	who	who	PRON
spir-8468	36	23	do	do	AUX
spir-8468	36	24	not	not	PART
spir-8468	36	25	necessarily	necessarily	ADV
spir-8468	36	26	seek	seek	VERB
spir-8468	36	27	to	to	PART
spir-8468	36	28	participate	participate	VERB
spir-8468	36	29	in	in	ADP
spir-8468	36	30	visible	visible	ADJ
spir-8468	36	31	public	public	ADJ
spir-8468	36	32	debates	debate	NOUN
spir-8468	36	33	by	by	ADP
spir-8468	36	34	using	use	VERB
spir-8468	36	35	a	a	DET
spir-8468	36	36	common	common	ADJ
spir-8468	36	37	hashtag	hashtag	NOUN
spir-8468	36	38	.	.	PUNCT
spir-8468	37	1	we	we	PRON
spir-8468	37	2	think	think	VERB
spir-8468	37	3	that	that	SCONJ
spir-8468	37	4	these	these	DET
spir-8468	37	5	discussions	discussion	NOUN
spir-8468	37	6	are	be	AUX
spir-8468	37	7	of	of	ADP
spir-8468	37	8	great	great	ADJ
spir-8468	37	9	value	value	NOUN
spir-8468	37	10	in	in	ADP
spir-8468	37	11	identifying	identify	VERB
spir-8468	37	12	new	new	ADJ
spir-8468	37	13	issues	issue	NOUN
spir-8468	37	14	and	and	CCONJ
spir-8468	37	15	actors	actor	NOUN
spir-8468	37	16	that	that	PRON
spir-8468	37	17	help	help	AUX
spir-8468	37	18	understand	understand	VERB
spir-8468	37	19	public	public	ADJ
spir-8468	37	20	communication	communication	NOUN
spir-8468	37	21	on	on	ADP
spir-8468	37	22	social	social	ADJ
spir-8468	37	23	media	medium	NOUN
spir-8468	37	24	.	.	PUNCT
spir-8468	38	1	not	not	PART
spir-8468	38	2	only	only	ADV
spir-8468	38	3	does	do	AUX
spir-8468	38	4	this	this	DET
spir-8468	38	5	method	method	NOUN
spir-8468	38	6	highlight	highlight	VERB
spir-8468	38	7	some	some	DET
spir-8468	38	8	additional	additional	ADJ
spir-8468	38	9	issues	issue	NOUN
spir-8468	38	10	as	as	SCONJ
spir-8468	38	11	the	the	DET
spir-8468	38	12	controversy	controversy	NOUN
spir-8468	38	13	plays	play	VERB
spir-8468	38	14	out	out	ADP
spir-8468	38	15	,	,	PUNCT
spir-8468	38	16	but	but	CCONJ
spir-8468	38	17	it	it	PRON
spir-8468	38	18	also	also	ADV
spir-8468	38	19	appears	appear	VERB
spir-8468	38	20	to	to	PART
spir-8468	38	21	surface	surface	VERB
spir-8468	38	22	a	a	DET
spir-8468	38	23	greater	great	ADJ
spir-8468	38	24	proportion	proportion	NOUN
spir-8468	38	25	of	of	ADP
spir-8468	38	26	everyday	everyday	ADJ
spir-8468	38	27	discussions	discussion	NOUN
spir-8468	38	28	by	by	ADP
spir-8468	38	29	ordinary	ordinary	ADJ
spir-8468	38	30	users	user	NOUN
spir-8468	38	31	who	who	PRON
spir-8468	38	32	do	do	AUX
spir-8468	38	33	not	not	PART
spir-8468	38	34	necessarily	necessarily	ADV
spir-8468	38	35	seek	seek	VERB
spir-8468	38	36	to	to	PART
spir-8468	38	37	participate	participate	VERB
spir-8468	38	38	in	in	ADP
spir-8468	38	39	visible	visible	ADJ
spir-8468	38	40	public	public	ADJ
spir-8468	38	41	debates	debate	NOUN
spir-8468	38	42	by	by	ADP
spir-8468	38	43	using	use	VERB
spir-8468	38	44	a	a	DET
spir-8468	38	45	common	common	ADJ
spir-8468	38	46	hashtag	hashtag	NOUN
spir-8468	38	47	.	.	PUNCT
spir-8468	39	1	we	we	PRON
spir-8468	39	2	think	think	VERB
spir-8468	39	3	that	that	SCONJ
spir-8468	39	4	these	these	DET
spir-8468	39	5	discussions	discussion	NOUN
spir-8468	39	6	will	will	AUX
spir-8468	39	7	often	often	ADV
spir-8468	39	8	be	be	AUX
spir-8468	39	9	of	of	ADP
spir-8468	39	10	very	very	ADV
spir-8468	39	11	great	great	ADJ
spir-8468	39	12	value	value	NOUN
spir-8468	39	13	in	in	ADP
spir-8468	39	14	understanding	understand	VERB
spir-8468	39	15	ordinary	ordinary	ADJ
spir-8468	39	16	discussions	discussion	NOUN
spir-8468	39	17	around	around	ADP
spir-8468	39	18	controversial	controversial	ADJ
spir-8468	39	19	issues	issue	NOUN
spir-8468	39	20	.	.	PUNCT
spir-8468	40	1	acknowledgments	acknowledgment	NOUN
spir-8468	40	2	this	this	DET
spir-8468	40	3	research	research	NOUN
spir-8468	40	4	was	be	AUX
spir-8468	40	5	supported	support	VERB
spir-8468	40	6	by	by	ADP
spir-8468	40	7	infrastructure	infrastructure	NOUN
spir-8468	40	8	provided	provide	VERB
spir-8468	40	9	through	through	ADP
spir-8468	40	10	the	the	DET
spir-8468	40	11	australian	australian	ADJ
spir-8468	40	12	research	research	NOUN
spir-8468	40	13	council	council	NOUN
spir-8468	40	14	lief	lief	NOUN
spir-8468	40	15	project	project	NOUN
spir-8468	40	16	tracking	tracking	NOUN
spir-8468	40	17	infrastructure	infrastructure	NOUN
spir-8468	40	18	for	for	ADP
spir-8468	40	19	social	social	ADJ
spir-8468	40	20	media	medium	NOUN
spir-8468	40	21	analysis	analysis	NOUN
spir-8468	40	22	,	,	PUNCT
spir-8468	40	23	and	and	CCONJ
spir-8468	40	24	the	the	DET
spir-8468	40	25	arc	arc	NOUN
spir-8468	40	26	future	future	ADJ
spir-8468	40	27	fellowship	fellowship	NOUN
spir-8468	40	28	grant	grant	VERB
spir-8468	40	29	understanding	understand	VERB
spir-8468	40	30	intermedia	intermedia	PROPN
spir-8468	40	31	information	information	NOUN
spir-8468	40	32	flows	flow	VERB
spir-8468	40	33	in	in	ADP
spir-8468	40	34	the	the	DET
spir-8468	40	35	australian	australian	ADJ
spir-8468	40	36	online	online	ADJ
spir-8468	40	37	public	public	ADJ
spir-8468	40	38	sphere	sphere	NOUN
spir-8468	40	39	.	.	PUNCT
spir-8468	41	1	researchers	researcher	NOUN
spir-8468	41	2	have	have	AUX
spir-8468	41	3	also	also	ADV
spir-8468	41	4	received	receive	VERB
spir-8468	41	5	funding	funding	NOUN
spir-8468	41	6	from	from	ADP
spir-8468	41	7	an	an	DET
spir-8468	41	8	australian	australian	ADJ
spir-8468	41	9	taxi	taxi	NOUN
spir-8468	41	10	industry	industry	NOUN
spir-8468	41	11	body	body	NOUN
spir-8468	41	12	to	to	PART
spir-8468	41	13	study	study	VERB
spir-8468	41	14	the	the	DET
spir-8468	41	15	peer	peer	NOUN
spir-8468	41	16	economy	economy	NOUN
spir-8468	41	17	.	.	PUNCT
spir-8468	42	1	references	reference	NOUN
spir-8468	42	2	bruns	brun	NOUN
spir-8468	42	3	,	,	PUNCT
spir-8468	42	4	a.	a.	NOUN
spir-8468	42	5	(	(	PUNCT
spir-8468	42	6	2012	2012	NUM
spir-8468	42	7	)	)	PUNCT
spir-8468	42	8	.	.	PUNCT
spir-8468	43	1	how	how	SCONJ
spir-8468	43	2	long	long	ADV
spir-8468	43	3	is	be	AUX
spir-8468	43	4	a	a	DET
spir-8468	43	5	tweet	tweet	NOUN
spir-8468	43	6	?	?	PUNCT
spir-8468	44	1	mapping	map	VERB
spir-8468	44	2	dynamic	dynamic	ADJ
spir-8468	44	3	conversation	conversation	NOUN
spir-8468	44	4	networks	network	NOUN
spir-8468	44	5	on	on	ADP
spir-8468	44	6	twitter	twitter	NOUN
spir-8468	44	7	using	use	VERB
spir-8468	44	8	gawk	gawk	NOUN
spir-8468	44	9	and	and	CCONJ
spir-8468	44	10	gephi	gephi	ADJ
spir-8468	44	11	.	.	PUNCT
spir-8468	45	1	information	information	NOUN
spir-8468	45	2	,	,	PUNCT
spir-8468	45	3	communication	communication	NOUN
spir-8468	45	4	&	&	CCONJ
spir-8468	45	5	society	society	NOUN
spir-8468	45	6	,	,	PUNCT
spir-8468	45	7	15(9	15(9	NUM
spir-8468	45	8	)	)	PUNCT
spir-8468	45	9	,	,	PUNCT
spir-8468	45	10	1323–1351	1323–1351	NOUN
spir-8468	45	11	.	.	PUNCT
spir-8468	46	1	http://doi.org/10.1080/1369118x.2011.635214	http://doi.org/10.1080/1369118x.2011.635214	PROPN
spir-8468	46	2	bruns	brun	NOUN
spir-8468	46	3	,	,	PUNCT
spir-8468	46	4	a.	a.	NOUN
spir-8468	46	5	,	,	PUNCT
spir-8468	46	6	and	and	CCONJ
spir-8468	46	7	burgess	burgess	PROPN
spir-8468	46	8	,	,	PUNCT
spir-8468	46	9	j.	j.	PROPN
spir-8468	46	10	2015	2015	NUM
spir-8468	46	11	.	.	PUNCT
spir-8468	47	1	twitter	twitter	NOUN
spir-8468	47	2	hashtags	hashtag	NOUN
spir-8468	47	3	from	from	ADP
spir-8468	47	4	ad	ad	X
spir-8468	47	5	hoc	hoc	X
spir-8468	47	6	to	to	ADP
spir-8468	47	7	calculated	calculated	ADJ
spir-8468	47	8	publics	public	NOUN
spir-8468	47	9	.	.	PUNCT
spir-8468	48	1	in	in	ADP
spir-8468	48	2	hashtag	hashtag	NOUN
spir-8468	48	3	publics	public	NOUN
spir-8468	48	4	:	:	PUNCT
spir-8468	48	5	the	the	DET
spir-8468	48	6	power	power	NOUN
spir-8468	48	7	and	and	CCONJ
spir-8468	48	8	politics	politic	NOUN
spir-8468	48	9	of	of	ADP
spir-8468	48	10	discursive	discursive	ADJ
spir-8468	48	11	networks	network	NOUN
spir-8468	48	12	,	,	PUNCT
spir-8468	48	13	n.	n.	NOUN
spir-8468	48	14	rambukkana	rambukkana	PROPN
spir-8468	48	15	,	,	PUNCT
spir-8468	48	16	ed.new	ed.new	PROPN
spir-8468	48	17	york	york	PROPN
spir-8468	48	18	:	:	PUNCT
spir-8468	48	19	peter	peter	PROPN
spir-8468	48	20	lang	lang	PROPN
spir-8468	48	21	,	,	PUNCT
spir-8468	48	22	13	13	NUM
spir-8468	48	23	-	-	SYM
spir-8468	48	24	28	28	NUM
spir-8468	48	25	bruns	brun	NOUN
spir-8468	48	26	,	,	PUNCT
spir-8468	48	27	a.	a.	NOUN
spir-8468	48	28	,	,	PUNCT
spir-8468	48	29	burgess	burgess	PROPN
spir-8468	48	30	,	,	PUNCT
spir-8468	48	31	j.	j.	PROPN
spir-8468	48	32	,	,	PUNCT
spir-8468	48	33	banks	bank	NOUN
spir-8468	48	34	,	,	PUNCT
spir-8468	48	35	j.	j.	PROPN
spir-8468	48	36	,	,	PUNCT
spir-8468	48	37	tjondronegoro	tjondronegoro	PROPN
spir-8468	48	38	,	,	PUNCT
spir-8468	48	39	d.	d.	PROPN
spir-8468	48	40	,	,	PUNCT
spir-8468	48	41	dreiling	dreiling	NOUN
spir-8468	48	42	,	,	PUNCT
spir-8468	48	43	a.	a.	NOUN
spir-8468	48	44	,	,	PUNCT
spir-8468	48	45	hartley	hartley	PROPN
spir-8468	48	46	,	,	PUNCT
spir-8468	48	47	j.	j.	PROPN
spir-8468	48	48	,	,	PUNCT
spir-8468	48	49	…	…	PUNCT
spir-8468	48	50	sadkowsky	sadkowsky	ADJ
spir-8468	48	51	,	,	PUNCT
spir-8468	48	52	t.	t.	NOUN
spir-8468	48	53	(	(	PUNCT
spir-8468	48	54	2016	2016	NUM
spir-8468	48	55	)	)	PUNCT
spir-8468	48	56	.	.	PUNCT
spir-8468	49	1	trisma	trisma	PROPN
spir-8468	49	2	:	:	PUNCT
spir-8468	49	3	tracking	track	VERB
spir-8468	49	4	infrastructure	infrastructure	NOUN
spir-8468	49	5	for	for	ADP
spir-8468	49	6	social	social	ADJ
spir-8468	49	7	media	medium	NOUN
spir-8468	49	8	analysis	analysis	NOUN
spir-8468	49	9	.	.	PUNCT
spir-8468	50	1	retrieved	retrieve	VERB
spir-8468	50	2	from	from	ADP
spir-8468	50	3	http://trisma.org/	http://trisma.org/	PROPN
spir-8468	50	4	burgess	burgess	PROPN
spir-8468	50	5	,	,	PUNCT
spir-8468	50	6	j.	j.	PROPN
spir-8468	50	7	,	,	PUNCT
spir-8468	50	8	&	&	CCONJ
spir-8468	50	9	matamoros	matamoros	PROPN
spir-8468	50	10	-	-	PUNCT
spir-8468	50	11	fernandez	fernandez	PROPN
spir-8468	50	12	.	.	PUNCT
spir-8468	51	1	(	(	PUNCT
spir-8468	51	2	2016	2016	NUM
spir-8468	51	3	)	)	PUNCT
spir-8468	51	4	.	.	PUNCT
spir-8468	52	1	mapping	map	VERB
spir-8468	52	2	sociocultural	sociocultural	ADJ
spir-8468	52	3	controversies	controversy	NOUN
spir-8468	52	4	across	across	ADP
spir-8468	52	5	digital	digital	ADJ
spir-8468	52	6	media	medium	NOUN
spir-8468	52	7	platforms	platform	NOUN
spir-8468	52	8	:	:	PUNCT
spir-8468	52	9	one	one	NUM
spir-8468	52	10	week	week	NOUN
spir-8468	52	11	of	of	ADP
spir-8468	52	12	#	#	SYM
spir-8468	52	13	gamergate	gamergate	NOUN
spir-8468	52	14	on	on	ADP
spir-8468	52	15	twitter	twitter	NOUN
spir-8468	52	16	,	,	PUNCT
spir-8468	52	17	youtube	youtube	NOUN
spir-8468	52	18	and	and	CCONJ
spir-8468	52	19	tumblr	tumblr	ADJ
spir-8468	52	20	.	.	PUNCT
spir-8468	53	1	communication	communication	NOUN
spir-8468	53	2	,	,	PUNCT
spir-8468	53	3	research	research	NOUN
spir-8468	53	4	&	&	CCONJ
spir-8468	53	5	practice	practice	NOUN
spir-8468	54	1	[	[	X
spir-8468	54	2	forthcoming	forthcoming	ADJ
spir-8468	54	3	]	]	X
spir-8468	54	4	.	.	PUNCT
spir-8468	55	1	grant	grant	PROPN
spir-8468	55	2	,	,	PUNCT
spir-8468	55	3	w.	w.	PROPN
spir-8468	55	4	j.	j.	PROPN
spir-8468	55	5	,	,	PUNCT
spir-8468	55	6	moon	moon	PROPN
spir-8468	55	7	,	,	PUNCT
spir-8468	55	8	b.	b.	PROPN
spir-8468	55	9	,	,	PUNCT
spir-8468	55	10	&	&	CCONJ
spir-8468	55	11	busby	busby	PROPN
spir-8468	55	12	grant	grant	PROPN
spir-8468	55	13	,	,	PUNCT
spir-8468	55	14	j.	j.	PROPN
spir-8468	55	15	(	(	PUNCT
spir-8468	55	16	2010	2010	NUM
spir-8468	55	17	)	)	PUNCT
spir-8468	55	18	.	.	PUNCT
spir-8468	56	1	digital	digital	ADJ
spir-8468	56	2	dialogue	dialogue	NOUN
spir-8468	56	3	?	?	PUNCT
spir-8468	57	1	australian	australian	ADJ
spir-8468	57	2	politicians	politician	NOUN
spir-8468	57	3	’	'	PUNCT
spir-8468	57	4	use	use	NOUN
spir-8468	57	5	of	of	ADP
spir-8468	57	6	the	the	DET
spir-8468	57	7	social	social	ADJ
spir-8468	57	8	network	network	NOUN
spir-8468	57	9	tool	tool	NOUN
spir-8468	57	10	twitter	twitter	NOUN
spir-8468	57	11	.	.	PUNCT
spir-8468	58	1	australian	australian	ADJ
spir-8468	58	2	journal	journal	NOUN
spir-8468	58	3	of	of	ADP
spir-8468	58	4	political	political	ADJ
spir-8468	58	5	science	science	NOUN
spir-8468	58	6	,	,	PUNCT
spir-8468	58	7	45(4	45(4	NUM
spir-8468	58	8	)	)	PUNCT
spir-8468	58	9	,	,	PUNCT
spir-8468	58	10	579–604	579–604	NUM
spir-8468	58	11	.	.	PUNCT
spir-8468	59	1	http://doi.org/10.1080/10361146.2010.517176	http://doi.org/10.1080/10361146.2010.517176	X
spir-8468	59	2	lorentzen	lorentzen	PROPN
spir-8468	59	3	,	,	PUNCT
spir-8468	59	4	d.	d.	PROPN
spir-8468	59	5	g.	g.	PROPN
spir-8468	59	6	,	,	PUNCT
spir-8468	59	7	&	&	CCONJ
spir-8468	59	8	nolin	nolin	PROPN
spir-8468	59	9	,	,	PUNCT
spir-8468	59	10	j.	j.	PROPN
spir-8468	59	11	(	(	PUNCT
spir-8468	59	12	2015	2015	NUM
spir-8468	59	13	)	)	PUNCT
spir-8468	59	14	.	.	PUNCT
spir-8468	60	1	approaching	approach	VERB
spir-8468	60	2	completeness	completeness	NOUN
spir-8468	60	3	:	:	PUNCT
spir-8468	60	4	capturing	capture	VERB
spir-8468	60	5	a	a	DET
spir-8468	60	6	hashtagged	hashtagged	ADJ
spir-8468	60	7	twitter	twitter	NOUN
spir-8468	60	8	conversation	conversation	NOUN
spir-8468	60	9	and	and	CCONJ
spir-8468	60	10	its	its	PRON
spir-8468	60	11	follow	follow	VERB
spir-8468	60	12	-	-	PUNCT
spir-8468	60	13	on	on	ADP
spir-8468	60	14	conversation	conversation	NOUN
spir-8468	60	15	.	.	PUNCT
spir-8468	61	1	social	social	ADJ
spir-8468	61	2	science	science	PROPN
spir-8468	61	3	computer	computer	NOUN
spir-8468	61	4	review	review	NOUN
spir-8468	61	5	.	.	PUNCT
spir-8468	62	1	http://doi.org/10.1177/0894439315607018	http://doi.org/10.1177/0894439315607018	NOUN
spir-8468	62	2	marres	marre	NOUN
spir-8468	62	3	,	,	PUNCT
spir-8468	62	4	n.	n.	NOUN
spir-8468	62	5	(	(	PUNCT
spir-8468	62	6	2015	2015	NUM
spir-8468	62	7	)	)	PUNCT
spir-8468	62	8	.	.	PUNCT
spir-8468	63	1	why	why	SCONJ
spir-8468	63	2	map	map	VERB
spir-8468	63	3	issues	issue	NOUN
spir-8468	63	4	?	?	PUNCT
spir-8468	64	1	on	on	ADP
spir-8468	64	2	controversy	controversy	NOUN
spir-8468	64	3	analysis	analysis	NOUN
spir-8468	64	4	as	as	ADP
spir-8468	64	5	a	a	DET
spir-8468	64	6	digital	digital	ADJ
spir-8468	64	7	method	method	NOUN
spir-8468	64	8	.	.	PUNCT
spir-8468	65	1	science	science	NOUN
spir-8468	65	2	,	,	PUNCT
spir-8468	65	3	technology	technology	NOUN
spir-8468	65	4	&	&	CCONJ
spir-8468	65	5	human	human	ADJ
spir-8468	65	6	values	value	NOUN
spir-8468	65	7	,	,	PUNCT
spir-8468	65	8	40(5	40(5	NOUN
spir-8468	65	9	)	)	PUNCT
spir-8468	65	10	,	,	PUNCT
spir-8468	66	1	655–686	655–686	NUM
spir-8468	66	2	.	.	PUNCT
spir-8468	66	3	http://doi.org/10.1177/0162243915574602	http://doi.org/10.1177/0162243915574602	NOUN
spir-8468	66	4	marres	marre	NOUN
spir-8468	66	5	,	,	PUNCT
spir-8468	66	6	n.	n.	NOUN
spir-8468	66	7	,	,	PUNCT
spir-8468	66	8	&	&	CCONJ
spir-8468	66	9	moats	moat	NOUN
spir-8468	66	10	,	,	PUNCT
spir-8468	66	11	d.	d.	PROPN
spir-8468	66	12	(	(	PUNCT
spir-8468	66	13	2015	2015	NUM
spir-8468	66	14	)	)	PUNCT
spir-8468	66	15	.	.	PUNCT
spir-8468	67	1	mapping	mapping	NOUN
spir-8468	67	2	controversies	controversy	NOUN
spir-8468	67	3	with	with	ADP
spir-8468	67	4	social	social	ADJ
spir-8468	67	5	media	medium	NOUN
spir-8468	67	6	:	:	PUNCT
spir-8468	67	7	the	the	DET
spir-8468	67	8	case	case	NOUN
spir-8468	67	9	for	for	ADP
spir-8468	67	10	symmetry	symmetry	NOUN
spir-8468	67	11	.	.	PUNCT
spir-8468	68	1	social	social	ADJ
spir-8468	68	2	media	medium	NOUN
spir-8468	68	3	+	+	CCONJ
spir-8468	68	4	society	society	NOUN
spir-8468	68	5	,	,	PUNCT
spir-8468	68	6	1(2	1(2	NUM
spir-8468	68	7	)	)	PUNCT
spir-8468	68	8	,	,	PUNCT
spir-8468	68	9	1–17	1–17	PROPN
spir-8468	68	10	.	.	PUNCT
spir-8468	69	1	rambukkana	rambukkana	PROPN
spir-8468	69	2	,	,	PUNCT
spir-8468	69	3	n.	n.	NOUN
spir-8468	69	4	(	(	PUNCT
spir-8468	69	5	2015	2015	NUM
spir-8468	69	6	)	)	PUNCT
spir-8468	69	7	.	.	PUNCT
spir-8468	70	1	hashtag	hashtag	NOUN
spir-8468	70	2	publics	public	NOUN
spir-8468	70	3	:	:	PUNCT
spir-8468	70	4	the	the	DET
spir-8468	70	5	power	power	NOUN
spir-8468	70	6	and	and	CCONJ
spir-8468	70	7	politics	politic	NOUN
spir-8468	70	8	of	of	ADP
spir-8468	70	9	discursive	discursive	ADJ
spir-8468	70	10	networks	network	NOUN
spir-8468	70	11	.	.	PUNCT
spir-8468	71	1	peter	peter	PROPN
spir-8468	71	2	lang	lang	PROPN
spir-8468	71	3	publishing	publishing	PROPN
spir-8468	71	4	,	,	PUNCT
spir-8468	71	5	incorporated	incorporate	VERB
spir-8468	71	6	.	.	PUNCT
spir-8468	72	1	rogers	rogers	PROPN
spir-8468	72	2	,	,	PUNCT
spir-8468	72	3	r.	r.	PROPN
spir-8468	72	4	,	,	PUNCT
spir-8468	72	5	&	&	CCONJ
spir-8468	72	6	marres	marre	NOUN
spir-8468	72	7	,	,	PUNCT
spir-8468	72	8	n.	n.	NOUN
spir-8468	72	9	(	(	PUNCT
spir-8468	72	10	2000	2000	NUM
spir-8468	72	11	)	)	PUNCT
spir-8468	72	12	.	.	PUNCT
spir-8468	73	1	landscaping	landscaping	NOUN
spir-8468	73	2	climate	climate	NOUN
spir-8468	73	3	change	change	NOUN
spir-8468	73	4	:	:	PUNCT
spir-8468	73	5	a	a	DET
spir-8468	73	6	mapping	mapping	NOUN
spir-8468	73	7	technique	technique	NOUN
spir-8468	73	8	for	for	ADP
spir-8468	73	9	understanding	understand	VERB
spir-8468	73	10	science	science	NOUN
spir-8468	73	11	and	and	CCONJ
spir-8468	73	12	technology	technology	NOUN
spir-8468	73	13	debates	debate	NOUN
spir-8468	73	14	on	on	ADP
spir-8468	73	15	the	the	DET
spir-8468	73	16	world	world	NOUN
spir-8468	73	17	wide	wide	ADJ
spir-8468	73	18	web	web	NOUN
spir-8468	73	19	.	.	PUNCT
spir-8468	74	1	public	public	ADJ
spir-8468	74	2	understanding	understanding	NOUN
spir-8468	74	3	of	of	ADP
spir-8468	74	4	science	science	NOUN
spir-8468	74	5	,	,	PUNCT
spir-8468	74	6	9(2	9(2	NUM
spir-8468	74	7	)	)	PUNCT
spir-8468	74	8	,	,	PUNCT
spir-8468	74	9	141–163	141–163	NUM
spir-8468	74	10	.	.	PUNCT
spir-8468	75	1	severo	severo	PROPN
spir-8468	75	2	,	,	PUNCT
spir-8468	75	3	m.	m.	NOUN
spir-8468	75	4	,	,	PUNCT
spir-8468	75	5	&	&	CCONJ
spir-8468	75	6	venturini	venturini	PROPN
spir-8468	75	7	,	,	PUNCT
spir-8468	75	8	t.	t.	PROPN
spir-8468	75	9	(	(	PUNCT
spir-8468	75	10	2015	2015	NUM
spir-8468	75	11	)	)	PUNCT
spir-8468	75	12	.	.	PUNCT
spir-8468	76	1	intangible	intangible	ADJ
spir-8468	76	2	cultural	cultural	ADJ
spir-8468	76	3	heritage	heritage	NOUN
spir-8468	76	4	webs	webs	NOUN
spir-8468	76	5	:	:	PUNCT
spir-8468	76	6	comparing	compare	VERB
spir-8468	76	7	national	national	ADJ
spir-8468	76	8	networks	network	NOUN
spir-8468	76	9	with	with	ADP
spir-8468	76	10	digital	digital	ADJ
spir-8468	76	11	methods	method	NOUN
spir-8468	76	12	.	.	PUNCT
spir-8468	77	1	new	new	ADJ
spir-8468	77	2	media	medium	NOUN
spir-8468	77	3	&	&	CCONJ
spir-8468	77	4	society	society	NOUN
spir-8468	77	5	,	,	PUNCT
spir-8468	77	6	1461444814567981	1461444814567981	NUM
spir-8468	77	7	.	.	PUNCT
spir-8468	78	1	venturini	venturini	PROPN
spir-8468	78	2	,	,	PUNCT
spir-8468	78	3	t.	t.	PROPN
spir-8468	78	4	(	(	PUNCT
spir-8468	78	5	2012	2012	NUM
spir-8468	78	6	)	)	PUNCT
spir-8468	78	7	.	.	PUNCT
spir-8468	79	1	building	build	VERB
spir-8468	79	2	on	on	ADP
spir-8468	79	3	faults	fault	NOUN
spir-8468	79	4	:	:	PUNCT
spir-8468	79	5	how	how	SCONJ
spir-8468	79	6	to	to	PART
spir-8468	79	7	represent	represent	VERB
spir-8468	79	8	controversies	controversy	NOUN
spir-8468	79	9	with	with	ADP
spir-8468	79	10	digital	digital	ADJ
spir-8468	79	11	methods	method	NOUN
spir-8468	79	12	.	.	PUNCT
spir-8468	80	1	public	public	ADJ
spir-8468	80	2	understanding	understanding	NOUN
spir-8468	80	3	of	of	ADP
spir-8468	80	4	science	science	NOUN
spir-8468	80	5	,	,	PUNCT
spir-8468	80	6	21(7	21(7	PROPN
spir-8468	80	7	)	)	PUNCT
spir-8468	80	8	,	,	PUNCT
spir-8468	80	9	796–812	796–812	NUM
spir-8468	80	10	.	.	PUNCT
spir-8468	81	1	http://doi.org/10.1177/0963662510387558	http://doi.org/10.1177/0963662510387558	X