id	sid	tid	token	lemma	pos
spir-10467	1	1	microsoft	microsoft	PROPN
spir-10467	1	2	word	word	PROPN
spir-10467	1	3	aoir2018_final_not_anon.docx	aoir2018_final_not_anon.docx	PROPN
spir-10467	1	4	selected	select	VERB
spir-10467	1	5	papers	paper	NOUN
spir-10467	1	6	of	of	ADP
spir-10467	1	7	#	#	SYM
spir-10467	1	8	aoir2018	aoir2018	NOUN
spir-10467	1	9	:	:	PUNCT
spir-10467	1	10	the	the	DET
spir-10467	1	11	19th	19th	ADJ
spir-10467	1	12	annual	annual	ADJ
spir-10467	1	13	conference	conference	NOUN
spir-10467	1	14	of	of	ADP
spir-10467	1	15	the	the	DET
spir-10467	1	16	association	association	NOUN
spir-10467	1	17	of	of	ADP
spir-10467	1	18	internet	internet	NOUN
spir-10467	1	19	researchers	researcher	NOUN
spir-10467	1	20	montréal	montréal	PROPN
spir-10467	1	21	,	,	PUNCT
spir-10467	1	22	canada	canada	PROPN
spir-10467	1	23	/	/	SYM
spir-10467	1	24	10	10	NUM
spir-10467	1	25	-	-	SYM
spir-10467	1	26	13	13	NUM
spir-10467	1	27	october	october	PROPN
spir-10467	1	28	2018	2018	NUM
spir-10467	1	29	a	a	DET
spir-10467	1	30	division	division	NOUN
spir-10467	1	31	of	of	ADP
spir-10467	1	32	labor	labor	NOUN
spir-10467	1	33	:	:	PUNCT
spir-10467	1	34	the	the	DET
spir-10467	1	35	role	role	NOUN
spir-10467	1	36	of	of	ADP
spir-10467	1	37	big	big	ADJ
spir-10467	1	38	data	datum	NOUN
spir-10467	1	39	analysis	analysis	NOUN
spir-10467	1	40	in	in	ADP
spir-10467	1	41	the	the	DET
spir-10467	1	42	repertoire	repertoire	NOUN
spir-10467	1	43	of	of	ADP
spir-10467	1	44	internet	internet	NOUN
spir-10467	1	45	research	research	NOUN
spir-10467	1	46	methods	method	NOUN
spir-10467	1	47	in	in	ADP
spir-10467	1	48	recent	recent	ADJ
spir-10467	1	49	years	year	NOUN
spir-10467	1	50	,	,	PUNCT
spir-10467	1	51	large	large	ADJ
spir-10467	1	52	-	-	PUNCT
spir-10467	1	53	scale	scale	NOUN
spir-10467	1	54	analysis	analysis	NOUN
spir-10467	1	55	of	of	ADP
spir-10467	1	56	log	log	NOUN
spir-10467	1	57	data	datum	NOUN
spir-10467	1	58	from	from	ADP
spir-10467	1	59	digital	digital	ADJ
spir-10467	1	60	devices	device	NOUN
spir-10467	1	61	–	–	PUNCT
spir-10467	1	62	often	often	ADV
spir-10467	1	63	termed	term	VERB
spir-10467	1	64	“	"	PUNCT
spir-10467	1	65	big	big	ADJ
spir-10467	1	66	data	datum	NOUN
spir-10467	1	67	analysis	analysis	NOUN
spir-10467	1	68	”	"	PUNCT
spir-10467	1	69	(	(	PUNCT
spir-10467	1	70	lazer	lazer	NOUN
spir-10467	1	71	,	,	PUNCT
spir-10467	1	72	kennedy	kennedy	PROPN
spir-10467	1	73	,	,	PUNCT
spir-10467	1	74	king	king	NOUN
spir-10467	1	75	,	,	PUNCT
spir-10467	1	76	&	&	CCONJ
spir-10467	1	77	vespignani	vespignani	VERB
spir-10467	1	78	,	,	PUNCT
spir-10467	1	79	2014	2014	NUM
spir-10467	1	80	)	)	PUNCT
spir-10467	1	81	–	–	PUNCT
spir-10467	1	82	have	have	AUX
spir-10467	1	83	taken	take	VERB
spir-10467	1	84	hold	hold	NOUN
spir-10467	1	85	in	in	ADP
spir-10467	1	86	the	the	DET
spir-10467	1	87	field	field	NOUN
spir-10467	1	88	of	of	ADP
spir-10467	1	89	internet	internet	NOUN
spir-10467	1	90	research	research	NOUN
spir-10467	1	91	.	.	PUNCT
spir-10467	2	1	through	through	ADP
spir-10467	2	2	application	application	NOUN
spir-10467	2	3	programming	programming	NOUN
spir-10467	2	4	interfaces	interface	NOUN
spir-10467	2	5	(	(	PUNCT
spir-10467	2	6	apis	apis	ADJ
spir-10467	2	7	)	)	PUNCT
spir-10467	2	8	and	and	CCONJ
spir-10467	2	9	commercial	commercial	ADJ
spir-10467	2	10	measurement	measurement	NOUN
spir-10467	2	11	,	,	PUNCT
spir-10467	2	12	scholars	scholar	NOUN
spir-10467	2	13	have	have	AUX
spir-10467	2	14	been	be	AUX
spir-10467	2	15	able	able	ADJ
spir-10467	2	16	to	to	PART
spir-10467	2	17	analyze	analyze	VERB
spir-10467	2	18	social	social	ADJ
spir-10467	2	19	media	medium	NOUN
spir-10467	2	20	users	user	NOUN
spir-10467	2	21	(	(	PUNCT
spir-10467	2	22	freelon	freelon	NOUN
spir-10467	2	23	2014	2014	NUM
spir-10467	2	24	)	)	PUNCT
spir-10467	2	25	and	and	CCONJ
spir-10467	2	26	web	web	NOUN
spir-10467	2	27	audiences	audience	NOUN
spir-10467	2	28	(	(	PUNCT
spir-10467	2	29	taneja	taneja	PROPN
spir-10467	2	30	,	,	PUNCT
spir-10467	2	31	2016	2016	NUM
spir-10467	2	32	)	)	PUNCT
spir-10467	2	33	on	on	ADP
spir-10467	2	34	an	an	DET
spir-10467	2	35	uprecedented	uprecedente	VERB
spir-10467	2	36	scale	scale	NOUN
spir-10467	2	37	.	.	PUNCT
spir-10467	3	1	and	and	CCONJ
spir-10467	3	2	by	by	ADP
spir-10467	3	3	developing	develop	VERB
spir-10467	3	4	digital	digital	ADJ
spir-10467	3	5	research	research	NOUN
spir-10467	3	6	tools	tool	NOUN
spir-10467	3	7	,	,	PUNCT
spir-10467	3	8	scholars	scholar	NOUN
spir-10467	3	9	have	have	AUX
spir-10467	3	10	been	be	AUX
spir-10467	3	11	able	able	ADJ
spir-10467	3	12	to	to	PART
spir-10467	3	13	track	track	VERB
spir-10467	3	14	individuals	individual	NOUN
spir-10467	3	15	across	across	ADP
spir-10467	3	16	websites	website	NOUN
spir-10467	3	17	(	(	PUNCT
spir-10467	3	18	menchen	menchen	NOUN
spir-10467	3	19	-	-	PUNCT
spir-10467	3	20	trevino	trevino	NOUN
spir-10467	3	21	,	,	PUNCT
spir-10467	3	22	2013	2013	NUM
spir-10467	3	23	)	)	PUNCT
spir-10467	3	24	and	and	CCONJ
spir-10467	3	25	mobile	mobile	ADJ
spir-10467	3	26	applications	application	NOUN
spir-10467	3	27	(	(	PUNCT
spir-10467	3	28	ørmen	ørman	NOUN
spir-10467	3	29	&	&	CCONJ
spir-10467	3	30	thorhauge	thorhauge	ADJ
spir-10467	3	31	2015	2015	NUM
spir-10467	3	32	)	)	PUNCT
spir-10467	3	33	in	in	ADP
spir-10467	3	34	greater	great	ADJ
spir-10467	3	35	detail	detail	NOUN
spir-10467	3	36	than	than	ADP
spir-10467	3	37	ever	ever	ADV
spir-10467	3	38	before	before	ADV
spir-10467	3	39	.	.	PUNCT
spir-10467	4	1	big	big	ADJ
spir-10467	4	2	data	datum	NOUN
spir-10467	4	3	analysis	analysis	NOUN
spir-10467	4	4	holds	hold	VERB
spir-10467	4	5	unique	unique	ADJ
spir-10467	4	6	potential	potential	NOUN
spir-10467	4	7	for	for	ADP
spir-10467	4	8	studying	study	VERB
spir-10467	4	9	communication	communication	NOUN
spir-10467	4	10	in	in	ADP
spir-10467	4	11	depth	depth	NOUN
spir-10467	4	12	and	and	CCONJ
spir-10467	4	13	across	across	ADP
spir-10467	4	14	many	many	ADJ
spir-10467	4	15	individuals	individual	NOUN
spir-10467	4	16	(	(	PUNCT
spir-10467	4	17	see	see	VERB
spir-10467	4	18	e.g.	e.g.	ADV
spir-10467	4	19	boase	boase	NOUN
spir-10467	4	20	&	&	CCONJ
spir-10467	4	21	ling	ling	PROPN
spir-10467	4	22	,	,	PUNCT
spir-10467	4	23	2013	2013	NUM
spir-10467	4	24	;	;	PUNCT
spir-10467	4	25	prior	prior	ADV
spir-10467	4	26	,	,	PUNCT
spir-10467	4	27	2013	2013	NUM
spir-10467	4	28	)	)	PUNCT
spir-10467	4	29	.	.	PUNCT
spir-10467	5	1	at	at	ADP
spir-10467	5	2	the	the	DET
spir-10467	5	3	same	same	ADJ
spir-10467	5	4	time	time	NOUN
spir-10467	5	5	,	,	PUNCT
spir-10467	5	6	this	this	DET
spir-10467	5	7	approach	approach	NOUN
spir-10467	5	8	introduces	introduce	VERB
spir-10467	5	9	new	new	ADJ
spir-10467	5	10	methodological	methodological	ADJ
spir-10467	5	11	challenges	challenge	NOUN
spir-10467	5	12	in	in	ADP
spir-10467	5	13	the	the	DET
spir-10467	5	14	transparency	transparency	NOUN
spir-10467	5	15	of	of	ADP
spir-10467	5	16	data	data	NOUN
spir-10467	5	17	collection	collection	NOUN
spir-10467	5	18	(	(	PUNCT
spir-10467	5	19	webster	webster	PROPN
spir-10467	5	20	,	,	PUNCT
spir-10467	5	21	2014	2014	NUM
spir-10467	5	22	)	)	PUNCT
spir-10467	5	23	,	,	PUNCT
spir-10467	5	24	sampling	sample	VERB
spir-10467	5	25	of	of	ADP
spir-10467	5	26	participants	participant	NOUN
spir-10467	5	27	and	and	CCONJ
spir-10467	5	28	validity	validity	NOUN
spir-10467	5	29	of	of	ADP
spir-10467	5	30	conclusions	conclusion	NOUN
spir-10467	5	31	(	(	PUNCT
spir-10467	5	32	rieder	rieder	NOUN
spir-10467	5	33	,	,	PUNCT
spir-10467	5	34	abdulla	abdulla	PROPN
spir-10467	5	35	,	,	PUNCT
spir-10467	5	36	poell	poell	NOUN
spir-10467	5	37	,	,	PUNCT
spir-10467	5	38	woltering	woltering	NOUN
spir-10467	5	39	,	,	PUNCT
spir-10467	5	40	&	&	CCONJ
spir-10467	5	41	zack	zack	PROPN
spir-10467	5	42	,	,	PUNCT
spir-10467	5	43	2015	2015	NUM
spir-10467	5	44	)	)	PUNCT
spir-10467	5	45	.	.	PUNCT
spir-10467	6	1	firstly	firstly	ADV
spir-10467	6	2	,	,	PUNCT
spir-10467	6	3	data	datum	NOUN
spir-10467	6	4	aggregation	aggregation	NOUN
spir-10467	6	5	is	be	AUX
spir-10467	6	6	typically	typically	ADV
spir-10467	6	7	designed	design	VERB
spir-10467	6	8	for	for	ADP
spir-10467	6	9	commercial	commercial	ADJ
spir-10467	6	10	rather	rather	ADV
spir-10467	6	11	than	than	ADP
spir-10467	6	12	academic	academic	ADJ
spir-10467	6	13	purposes	purpose	NOUN
spir-10467	6	14	.	.	PUNCT
spir-10467	7	1	the	the	DET
spir-10467	7	2	type	type	NOUN
spir-10467	7	3	of	of	ADP
spir-10467	7	4	data	datum	NOUN
spir-10467	7	5	included	include	VERB
spir-10467	7	6	as	as	ADV
spir-10467	7	7	well	well	ADV
spir-10467	7	8	as	as	ADP
spir-10467	7	9	how	how	SCONJ
spir-10467	7	10	it	it	PRON
spir-10467	7	11	is	be	AUX
spir-10467	7	12	presented	present	VERB
spir-10467	7	13	depend	depend	VERB
spir-10467	7	14	in	in	ADP
spir-10467	7	15	large	large	ADJ
spir-10467	7	16	part	part	NOUN
spir-10467	7	17	on	on	ADP
spir-10467	7	18	the	the	DET
spir-10467	7	19	business	business	NOUN
spir-10467	7	20	interests	interest	NOUN
spir-10467	7	21	of	of	ADP
spir-10467	7	22	measurement	measurement	NOUN
spir-10467	7	23	and	and	CCONJ
spir-10467	7	24	advertisement	advertisement	NOUN
spir-10467	7	25	companies	company	NOUN
spir-10467	7	26	(	(	PUNCT
spir-10467	7	27	webster	webster	PROPN
spir-10467	7	28	,	,	PUNCT
spir-10467	7	29	2014	2014	NUM
spir-10467	7	30	)	)	PUNCT
spir-10467	7	31	.	.	PUNCT
spir-10467	8	1	secondly	secondly	ADV
spir-10467	8	2	,	,	PUNCT
spir-10467	8	3	when	when	SCONJ
spir-10467	8	4	relying	rely	VERB
spir-10467	8	5	on	on	ADP
spir-10467	8	6	this	this	DET
spir-10467	8	7	kind	kind	NOUN
spir-10467	8	8	of	of	ADP
spir-10467	8	9	secondary	secondary	ADJ
spir-10467	8	10	data	datum	NOUN
spir-10467	8	11	it	it	PRON
spir-10467	8	12	can	can	AUX
spir-10467	8	13	be	be	AUX
spir-10467	8	14	difficult	difficult	ADJ
spir-10467	8	15	to	to	PART
spir-10467	8	16	validate	validate	VERB
spir-10467	8	17	the	the	DET
spir-10467	8	18	output	output	NOUN
spir-10467	8	19	or	or	CCONJ
spir-10467	8	20	techniques	technique	NOUN
spir-10467	8	21	used	use	VERB
spir-10467	8	22	to	to	PART
spir-10467	8	23	generate	generate	VERB
spir-10467	8	24	the	the	DET
spir-10467	8	25	data	datum	NOUN
spir-10467	8	26	(	(	PUNCT
spir-10467	8	27	rieder	rieder	NOUN
spir-10467	8	28	,	,	PUNCT
spir-10467	8	29	abdulla	abdulla	PROPN
spir-10467	8	30	,	,	PUNCT
spir-10467	8	31	poell	poell	NOUN
spir-10467	8	32	,	,	PUNCT
spir-10467	8	33	woltering	woltering	NOUN
spir-10467	8	34	,	,	PUNCT
spir-10467	8	35	&	&	CCONJ
spir-10467	8	36	zack	zack	PROPN
spir-10467	8	37	,	,	PUNCT
spir-10467	8	38	2015	2015	NUM
spir-10467	8	39	)	)	PUNCT
spir-10467	8	40	.	.	PUNCT
spir-10467	9	1	thirdly	thirdly	ADV
spir-10467	9	2	,	,	PUNCT
spir-10467	9	3	often	often	ADV
spir-10467	9	4	the	the	DET
spir-10467	9	5	unit	unit	NOUN
spir-10467	9	6	of	of	ADP
spir-10467	9	7	analysis	analysis	NOUN
spir-10467	9	8	is	be	AUX
spir-10467	9	9	media	medium	NOUN
spir-10467	9	10	-	-	PUNCT
spir-10467	9	11	centric	centric	ADJ
spir-10467	9	12	,	,	PUNCT
spir-10467	9	13	taking	take	VERB
spir-10467	9	14	specific	specific	ADJ
spir-10467	9	15	websites	website	NOUN
spir-10467	9	16	or	or	CCONJ
spir-10467	9	17	social	social	ADJ
spir-10467	9	18	network	network	NOUN
spir-10467	9	19	pages	page	NOUN
spir-10467	9	20	as	as	ADP
spir-10467	9	21	the	the	DET
spir-10467	9	22	empirical	empirical	ADJ
spir-10467	9	23	basis	basis	NOUN
spir-10467	9	24	instead	instead	ADV
spir-10467	9	25	of	of	ADP
spir-10467	9	26	individual	individual	ADJ
spir-10467	9	27	users	user	NOUN
spir-10467	9	28	(	(	PUNCT
spir-10467	9	29	taneja	taneja	ADV
spir-10467	9	30	,	,	PUNCT
spir-10467	9	31	2016	2016	NUM
spir-10467	9	32	)	)	PUNCT
spir-10467	9	33	.	.	PUNCT
spir-10467	10	1	this	this	PRON
spir-10467	10	2	makes	make	VERB
spir-10467	10	3	it	it	PRON
spir-10467	10	4	hard	hard	ADJ
spir-10467	10	5	to	to	PART
spir-10467	10	6	untangle	untangle	VERB
spir-10467	10	7	the	the	DET
spir-10467	10	8	behavior	behavior	NOUN
spir-10467	10	9	of	of	ADP
spir-10467	10	10	real	real	ADJ
spir-10467	10	11	-	-	PUNCT
spir-10467	10	12	world	world	NOUN
spir-10467	10	13	users	user	NOUN
spir-10467	10	14	from	from	ADP
spir-10467	10	15	the	the	DET
spir-10467	10	16	aggregate	aggregate	ADJ
spir-10467	10	17	trends	trend	NOUN
spir-10467	10	18	.	.	PUNCT
spir-10467	11	1	lastly	lastly	ADV
spir-10467	11	2	,	,	PUNCT
spir-10467	11	3	variations	variation	NOUN
spir-10467	11	4	in	in	ADP
spir-10467	11	5	what	what	PRON
spir-10467	11	6	users	user	NOUN
spir-10467	11	7	do	do	AUX
spir-10467	11	8	might	might	AUX
spir-10467	11	9	be	be	AUX
spir-10467	11	10	so	so	ADV
spir-10467	11	11	large	large	ADJ
spir-10467	11	12	that	that	SCONJ
spir-10467	11	13	it	it	PRON
spir-10467	11	14	is	be	AUX
spir-10467	11	15	necessary	necessary	ADJ
spir-10467	11	16	to	to	PART
spir-10467	11	17	move	move	VERB
spir-10467	11	18	from	from	ADP
spir-10467	11	19	the	the	DET
spir-10467	11	20	aggregate	aggregate	NOUN
spir-10467	11	21	to	to	ADP
spir-10467	11	22	smaller	small	ADJ
spir-10467	11	23	groups	group	NOUN
spir-10467	11	24	of	of	ADP
spir-10467	11	25	users	user	NOUN
spir-10467	11	26	to	to	PART
spir-10467	11	27	make	make	VERB
spir-10467	11	28	meaningful	meaningful	ADJ
spir-10467	11	29	inferences	inference	NOUN
spir-10467	11	30	(	(	PUNCT
spir-10467	11	31	welles	welle	NOUN
spir-10467	11	32	,	,	PUNCT
spir-10467	11	33	2014	2014	NUM
spir-10467	11	34	)	)	PUNCT
spir-10467	11	35	.	.	PUNCT
spir-10467	12	1	internet	internet	NOUN
spir-10467	12	2	research	research	NOUN
spir-10467	12	3	is	be	AUX
spir-10467	12	4	thus	thus	ADV
spir-10467	12	5	faced	face	VERB
spir-10467	12	6	with	with	ADP
spir-10467	12	7	a	a	DET
spir-10467	12	8	new	new	ADJ
spir-10467	12	9	research	research	NOUN
spir-10467	12	10	approach	approach	NOUN
spir-10467	12	11	in	in	ADP
spir-10467	12	12	big	big	ADJ
spir-10467	12	13	data	datum	NOUN
spir-10467	12	14	analysis	analysis	NOUN
spir-10467	12	15	with	with	ADP
spir-10467	12	16	potentials	potential	NOUN
spir-10467	12	17	and	and	CCONJ
spir-10467	12	18	perils	peril	NOUN
spir-10467	12	19	that	that	PRON
spir-10467	12	20	need	need	VERB
spir-10467	12	21	to	to	PART
spir-10467	12	22	be	be	AUX
spir-10467	12	23	discussed	discuss	VERB
spir-10467	12	24	in	in	ADP
spir-10467	12	25	combination	combination	NOUN
spir-10467	12	26	with	with	ADP
spir-10467	12	27	traditional	traditional	ADJ
spir-10467	12	28	approaches	approach	NOUN
spir-10467	12	29	.	.	PUNCT
spir-10467	13	1	this	this	DET
spir-10467	13	2	panel	panel	NOUN
spir-10467	13	3	explores	explore	VERB
spir-10467	13	4	the	the	DET
spir-10467	13	5	role	role	NOUN
spir-10467	13	6	of	of	ADP
spir-10467	13	7	big	big	ADJ
spir-10467	13	8	data	datum	NOUN
spir-10467	13	9	analysis	analysis	NOUN
spir-10467	13	10	in	in	ADP
spir-10467	13	11	relation	relation	NOUN
spir-10467	13	12	to	to	ADP
spir-10467	13	13	the	the	DET
spir-10467	13	14	wider	wide	ADJ
spir-10467	13	15	repertoire	repertoire	NOUN
spir-10467	13	16	of	of	ADP
spir-10467	13	17	methods	method	NOUN
spir-10467	13	18	in	in	ADP
spir-10467	13	19	internet	internet	NOUN
spir-10467	13	20	research	research	NOUN
spir-10467	13	21	.	.	PUNCT
spir-10467	14	1	the	the	DET
spir-10467	14	2	panel	panel	NOUN
spir-10467	14	3	comprises	comprise	VERB
spir-10467	14	4	four	four	NUM
spir-10467	14	5	presentations	presentation	NOUN
spir-10467	14	6	that	that	PRON
spir-10467	14	7	each	each	PRON
spir-10467	14	8	sheds	shed	VERB
spir-10467	14	9	light	light	NOUN
spir-10467	14	10	on	on	ADP
spir-10467	14	11	the	the	DET
spir-10467	14	12	complementarity	complementarity	NOUN
spir-10467	14	13	of	of	ADP
spir-10467	14	14	big	big	ADJ
spir-10467	14	15	data	datum	NOUN
spir-10467	14	16	analysis	analysis	NOUN
spir-10467	14	17	with	with	ADP
spir-10467	14	18	more	more	ADV
spir-10467	14	19	traditional	traditional	ADJ
spir-10467	14	20	qualitative	qualitative	ADJ
spir-10467	14	21	and	and	CCONJ
spir-10467	14	22	quantitative	quantitative	ADJ
spir-10467	14	23	methods	method	NOUN
spir-10467	14	24	.	.	PUNCT
spir-10467	15	1	the	the	DET
spir-10467	15	2	first	first	ADJ
spir-10467	15	3	presentation	presentation	NOUN
spir-10467	15	4	opens	open	VERB
spir-10467	15	5	the	the	DET
spir-10467	15	6	discussion	discussion	NOUN
spir-10467	15	7	with	with	ADP
spir-10467	15	8	an	an	DET
spir-10467	15	9	overview	overview	NOUN
spir-10467	15	10	of	of	ADP
spir-10467	15	11	strategies	strategy	NOUN
spir-10467	15	12	for	for	ADP
spir-10467	15	13	combining	combine	VERB
spir-10467	15	14	digital	digital	ADJ
spir-10467	15	15	traces	trace	NOUN
spir-10467	15	16	and	and	CCONJ
spir-10467	15	17	commercial	commercial	ADJ
spir-10467	15	18	audience	audience	NOUN
spir-10467	15	19	data	datum	NOUN
spir-10467	15	20	with	with	ADP
spir-10467	15	21	qualitative	qualitative	ADJ
spir-10467	15	22	interviews	interview	NOUN
spir-10467	15	23	and	and	CCONJ
spir-10467	15	24	quantitative	quantitative	ADJ
spir-10467	15	25	survey	survey	NOUN
spir-10467	15	26	methods	method	NOUN
spir-10467	15	27	.	.	PUNCT
spir-10467	16	1	the	the	DET
spir-10467	16	2	next	next	ADJ
spir-10467	16	3	presentation	presentation	NOUN
spir-10467	16	4	explores	explore	VERB
spir-10467	16	5	the	the	DET
spir-10467	16	6	potential	potential	NOUN
spir-10467	16	7	of	of	ADP
spir-10467	16	8	trace	trace	NOUN
spir-10467	16	9	data	datum	NOUN
spir-10467	16	10	to	to	PART
spir-10467	16	11	improve	improve	VERB
spir-10467	16	12	upon	upon	SCONJ
spir-10467	16	13	the	the	DET
spir-10467	16	14	experimental	experimental	ADJ
spir-10467	16	15	method	method	NOUN
spir-10467	16	16	.	.	PUNCT
spir-10467	17	1	researcher	researcher	NOUN
spir-10467	17	2	-	-	PUNCT
spir-10467	17	3	collected	collect	VERB
spir-10467	17	4	data	data	NOUN
spir-10467	17	5	enables	enable	VERB
spir-10467	17	6	scholars	scholar	NOUN
spir-10467	17	7	to	to	PART
spir-10467	17	8	operate	operate	VERB
spir-10467	17	9	in	in	ADP
spir-10467	17	10	a	a	DET
spir-10467	17	11	real	real	ADJ
spir-10467	17	12	-	-	PUNCT
spir-10467	17	13	world	world	NOUN
spir-10467	17	14	setting	setting	NOUN
spir-10467	17	15	,	,	PUNCT
spir-10467	17	16	in	in	ADP
spir-10467	17	17	contrast	contrast	NOUN
spir-10467	17	18	to	to	ADP
spir-10467	17	19	a	a	DET
spir-10467	17	20	research	research	NOUN
spir-10467	17	21	lab	lab	NOUN
spir-10467	17	22	,	,	PUNCT
spir-10467	17	23	while	while	SCONJ
spir-10467	17	24	obtaining	obtain	VERB
spir-10467	17	25	informed	informed	ADJ
spir-10467	17	26	consent	consent	NOUN
spir-10467	17	27	from	from	ADP
spir-10467	17	28	participants	participant	NOUN
spir-10467	17	29	.	.	PUNCT
spir-10467	18	1	the	the	DET
spir-10467	18	2	third	third	ADJ
spir-10467	18	3	presentation	presentation	NOUN
spir-10467	18	4	argues	argue	VERB
spir-10467	18	5	that	that	SCONJ
spir-10467	18	6	large	large	ADJ
spir-10467	18	7	-	-	PUNCT
spir-10467	18	8	scale	scale	NOUN
spir-10467	18	9	audience	audience	NOUN
spir-10467	18	10	data	datum	NOUN
spir-10467	18	11	provide	provide	VERB
spir-10467	18	12	a	a	DET
spir-10467	18	13	unique	unique	ADJ
spir-10467	18	14	perspective	perspective	NOUN
spir-10467	18	15	on	on	ADP
spir-10467	18	16	internet	internet	NOUN
spir-10467	18	17	use	use	NOUN
spir-10467	18	18	.	.	PUNCT
spir-10467	19	1	by	by	ADP
spir-10467	19	2	integrating	integrate	VERB
spir-10467	19	3	census	census	NOUN
spir-10467	19	4	-	-	PUNCT
spir-10467	19	5	level	level	NOUN
spir-10467	19	6	information	information	NOUN
spir-10467	19	7	about	about	ADP
spir-10467	19	8	users	user	NOUN
spir-10467	19	9	with	with	ADP
spir-10467	19	10	detailed	detailed	ADJ
spir-10467	19	11	traces	trace	NOUN
spir-10467	19	12	of	of	ADP
spir-10467	19	13	their	their	PRON
spir-10467	19	14	behavior	behavior	NOUN
spir-10467	19	15	across	across	ADP
spir-10467	19	16	websites	website	NOUN
spir-10467	19	17	,	,	PUNCT
spir-10467	19	18	commercial	commercial	ADJ
spir-10467	19	19	audience	audience	NOUN
spir-10467	19	20	data	datum	NOUN
spir-10467	19	21	combines	combine	VERB
spir-10467	19	22	the	the	DET
spir-10467	19	23	strength	strength	NOUN
spir-10467	19	24	of	of	ADP
spir-10467	19	25	surveys	survey	NOUN
spir-10467	19	26	and	and	CCONJ
spir-10467	19	27	digital	digital	ADJ
spir-10467	19	28	trace	trace	NOUN
spir-10467	19	29	data	datum	NOUN
spir-10467	19	30	respectively	respectively	ADV
spir-10467	19	31	.	.	PUNCT
spir-10467	20	1	lastly	lastly	ADV
spir-10467	20	2	,	,	PUNCT
spir-10467	20	3	the	the	DET
spir-10467	20	4	fourth	fourth	ADJ
spir-10467	20	5	presentation	presentation	NOUN
spir-10467	20	6	shows	show	VERB
spir-10467	20	7	how	how	SCONJ
spir-10467	20	8	multi	multi	ADJ
spir-10467	20	9	-	-	ADJ
spir-10467	20	10	institutional	institutional	ADJ
spir-10467	20	11	collaboration	collaboration	NOUN
spir-10467	20	12	makes	make	VERB
spir-10467	20	13	it	it	PRON
spir-10467	20	14	possible	possible	ADJ
spir-10467	20	15	do	do	AUX
spir-10467	20	16	document	document	NOUN
spir-10467	20	17	social	social	ADJ
spir-10467	20	18	media	medium	NOUN
spir-10467	20	19	activity	activity	NOUN
spir-10467	20	20	(	(	PUNCT
spir-10467	20	21	on	on	ADP
spir-10467	20	22	twitter	twitter	NOUN
spir-10467	20	23	)	)	PUNCT
spir-10467	20	24	for	for	ADP
spir-10467	20	25	a	a	DET
spir-10467	20	26	whole	whole	ADJ
spir-10467	20	27	country	country	NOUN
spir-10467	20	28	(	(	PUNCT
spir-10467	20	29	australia	australia	PROPN
spir-10467	20	30	)	)	PUNCT
spir-10467	20	31	in	in	ADP
spir-10467	20	32	a	a	DET
spir-10467	20	33	comprehensive	comprehensive	ADJ
spir-10467	20	34	manner	manner	NOUN
spir-10467	20	35	.	.	PUNCT
spir-10467	21	1	a	a	DET
spir-10467	21	2	feat	feat	NOUN
spir-10467	21	3	not	not	PART
spir-10467	21	4	possible	possible	ADJ
spir-10467	21	5	through	through	ADP
spir-10467	21	6	other	other	ADJ
spir-10467	21	7	methods	method	NOUN
spir-10467	21	8	on	on	ADP
spir-10467	21	9	a	a	DET
spir-10467	21	10	similar	similar	ADJ
spir-10467	21	11	scale	scale	NOUN
spir-10467	21	12	.	.	PUNCT
spir-10467	22	1	through	through	ADP
spir-10467	22	2	these	these	DET
spir-10467	22	3	four	four	NUM
spir-10467	22	4	presentations	presentation	NOUN
spir-10467	22	5	,	,	PUNCT
spir-10467	22	6	the	the	DET
spir-10467	22	7	panel	panel	NOUN
spir-10467	22	8	aims	aim	VERB
spir-10467	22	9	to	to	PART
spir-10467	22	10	situate	situate	VERB
spir-10467	22	11	big	big	ADJ
spir-10467	22	12	data	datum	NOUN
spir-10467	22	13	analysis	analysis	NOUN
spir-10467	22	14	in	in	ADP
spir-10467	22	15	the	the	DET
spir-10467	22	16	broader	broad	ADJ
spir-10467	22	17	repertoire	repertoire	NOUN
spir-10467	22	18	of	of	ADP
spir-10467	22	19	internet	internet	NOUN
spir-10467	22	20	research	research	NOUN
spir-10467	22	21	methods	method	NOUN
spir-10467	22	22	.	.	PUNCT
spir-10467	23	1	references	reference	NOUN
spir-10467	23	2	boase	boase	VERB
spir-10467	23	3	j	j	PROPN
spir-10467	23	4	and	and	CCONJ
spir-10467	23	5	ling	ling	PROPN
spir-10467	23	6	r.	r.	PROPN
spir-10467	23	7	(	(	PUNCT
spir-10467	23	8	2013	2013	NUM
spir-10467	23	9	)	)	PUNCT
spir-10467	23	10	measuring	measure	VERB
spir-10467	23	11	mobile	mobile	ADJ
spir-10467	23	12	phone	phone	NOUN
spir-10467	23	13	use	use	NOUN
spir-10467	23	14	:	:	PUNCT
spir-10467	23	15	self	self	NOUN
spir-10467	23	16	-	-	PUNCT
spir-10467	23	17	report	report	NOUN
spir-10467	23	18	versus	versus	ADP
spir-10467	23	19	log	log	PROPN
spir-10467	23	20	data	datum	NOUN
spir-10467	23	21	.	.	PUNCT
spir-10467	24	1	journal	journal	PROPN
spir-10467	24	2	of	of	ADP
spir-10467	24	3	computer	computer	NOUN
spir-10467	24	4	-	-	PUNCT
spir-10467	24	5	mediated	mediate	VERB
spir-10467	24	6	communication	communication	NOUN
spir-10467	24	7	18	18	NUM
spir-10467	24	8	:	:	PUNCT
spir-10467	24	9	508	508	NUM
spir-10467	24	10	-	-	SYM
spir-10467	24	11	519	519	NUM
spir-10467	24	12	.	.	PUNCT
spir-10467	25	1	freelon	freelon	PROPN
spir-10467	25	2	d.	d.	PROPN
spir-10467	25	3	(	(	PUNCT
spir-10467	25	4	2014	2014	NUM
spir-10467	25	5	)	)	PUNCT
spir-10467	25	6	tweeting	tweet	VERB
spir-10467	25	7	to	to	ADP
spir-10467	25	8	power	power	NOUN
spir-10467	25	9	:	:	PUNCT
spir-10467	25	10	the	the	DET
spir-10467	25	11	social	social	ADJ
spir-10467	25	12	media	medium	NOUN
spir-10467	25	13	revolution	revolution	NOUN
spir-10467	25	14	in	in	ADP
spir-10467	25	15	american	american	ADJ
spir-10467	25	16	politics	politic	NOUN
spir-10467	25	17	.	.	PUNCT
spir-10467	26	1	political	political	ADJ
spir-10467	26	2	communication	communication	NOUN
spir-10467	26	3	31	31	NUM
spir-10467	26	4	:	:	PUNCT
spir-10467	26	5	502	502	NUM
spir-10467	26	6	-	-	SYM
spir-10467	26	7	505	505	NUM
spir-10467	26	8	.	.	PUNCT
spir-10467	27	1	lazer	lazer	NOUN
spir-10467	27	2	d	d	PROPN
spir-10467	27	3	,	,	PUNCT
spir-10467	27	4	kennedy	kennedy	PROPN
spir-10467	27	5	r	r	PROPN
spir-10467	27	6	,	,	PUNCT
spir-10467	27	7	king	king	NOUN
spir-10467	27	8	g	g	PROPN
spir-10467	27	9	and	and	CCONJ
spir-10467	27	10	vespignani	vespignani	PROPN
spir-10467	27	11	a.	a.	NOUN
spir-10467	27	12	(	(	PUNCT
spir-10467	27	13	2014	2014	NUM
spir-10467	27	14	)	)	PUNCT
spir-10467	27	15	the	the	DET
spir-10467	27	16	parable	parable	ADJ
spir-10467	27	17	of	of	ADP
spir-10467	27	18	google	google	PROPN
spir-10467	27	19	flu	flu	PROPN
spir-10467	27	20	:	:	PUNCT
spir-10467	27	21	traps	trap	NOUN
spir-10467	27	22	in	in	ADP
spir-10467	27	23	big	big	ADJ
spir-10467	27	24	data	datum	NOUN
spir-10467	27	25	analysis	analysis	NOUN
spir-10467	27	26	.	.	PUNCT
spir-10467	28	1	science	science	NOUN
spir-10467	28	2	343	343	NUM
spir-10467	28	3	:	:	PUNCT
spir-10467	28	4	1203	1203	NUM
spir-10467	28	5	-	-	SYM
spir-10467	28	6	1205	1205	NUM
spir-10467	28	7	.	.	PUNCT
spir-10467	29	1	menchen	menchen	NOUN
spir-10467	29	2	-	-	PUNCT
spir-10467	29	3	trevino	trevino	PROPN
spir-10467	29	4	e.	e.	PROPN
spir-10467	29	5	(	(	PUNCT
spir-10467	29	6	2013	2013	NUM
spir-10467	29	7	)	)	PUNCT
spir-10467	29	8	collecting	collect	VERB
spir-10467	29	9	vertical	vertical	ADJ
spir-10467	29	10	trace	trace	NOUN
spir-10467	29	11	data	datum	NOUN
spir-10467	29	12	:	:	PUNCT
spir-10467	29	13	big	big	ADJ
spir-10467	29	14	possibilities	possibility	NOUN
spir-10467	29	15	and	and	CCONJ
spir-10467	29	16	big	big	ADJ
spir-10467	29	17	challenges	challenge	NOUN
spir-10467	29	18	for	for	ADP
spir-10467	29	19	multi	multi	ADJ
spir-10467	29	20	-	-	ADJ
spir-10467	29	21	method	method	ADJ
spir-10467	29	22	research	research	NOUN
spir-10467	29	23	.	.	PUNCT
spir-10467	30	1	policy	policy	NOUN
spir-10467	30	2	and	and	CCONJ
spir-10467	30	3	internet	internet	NOUN
spir-10467	30	4	5	5	NUM
spir-10467	30	5	:	:	PUNCT
spir-10467	30	6	328–339	328–339	NUM
spir-10467	30	7	.	.	PUNCT
spir-10467	31	1	prior	prior	ADJ
spir-10467	31	2	m.	m.	NOUN
spir-10467	31	3	(	(	PUNCT
spir-10467	31	4	2013	2013	NUM
spir-10467	31	5	)	)	PUNCT
spir-10467	31	6	the	the	DET
spir-10467	31	7	challenge	challenge	NOUN
spir-10467	31	8	of	of	ADP
spir-10467	31	9	measuring	measure	VERB
spir-10467	31	10	media	medium	NOUN
spir-10467	31	11	exposure	exposure	NOUN
spir-10467	31	12	:	:	PUNCT
spir-10467	31	13	reply	reply	NOUN
spir-10467	31	14	to	to	ADP
spir-10467	31	15	dilliplane	dilliplane	NOUN
spir-10467	31	16	,	,	PUNCT
spir-10467	31	17	goldman	goldman	NOUN
spir-10467	31	18	,	,	PUNCT
spir-10467	31	19	and	and	CCONJ
spir-10467	31	20	mutz	mutz	PROPN
spir-10467	31	21	.	.	PUNCT
spir-10467	32	1	political	political	ADJ
spir-10467	32	2	communication	communication	NOUN
spir-10467	32	3	30	30	NUM
spir-10467	32	4	:	:	PUNCT
spir-10467	32	5	620	620	NUM
spir-10467	32	6	-	-	SYM
spir-10467	32	7	634	634	NUM
spir-10467	32	8	.	.	PUNCT
spir-10467	33	1	rieder	rieder	PROPN
spir-10467	33	2	b	b	PROPN
spir-10467	33	3	,	,	PUNCT
spir-10467	33	4	abdulla	abdulla	PROPN
spir-10467	33	5	r	r	PROPN
spir-10467	33	6	,	,	PUNCT
spir-10467	33	7	poell	poell	NOUN
spir-10467	33	8	t	t	PROPN
spir-10467	33	9	,	,	PUNCT
spir-10467	33	10	woltering	woltere	VERB
spir-10467	33	11	r	r	NOUN
spir-10467	33	12	and	and	CCONJ
spir-10467	33	13	zack	zack	PROPN
spir-10467	33	14	l.	l.	PROPN
spir-10467	33	15	(	(	PUNCT
spir-10467	33	16	2015	2015	NUM
spir-10467	33	17	)	)	PUNCT
spir-10467	33	18	data	datum	NOUN
spir-10467	33	19	critique	critique	NOUN
spir-10467	33	20	and	and	CCONJ
spir-10467	33	21	analytical	analytical	ADJ
spir-10467	33	22	opportunities	opportunity	NOUN
spir-10467	33	23	for	for	ADP
spir-10467	33	24	very	very	ADV
spir-10467	33	25	large	large	ADJ
spir-10467	33	26	facebook	facebook	NOUN
spir-10467	33	27	pages	page	NOUN
spir-10467	33	28	:	:	PUNCT
spir-10467	33	29	lessons	lesson	NOUN
spir-10467	33	30	learned	learn	VERB
spir-10467	33	31	from	from	ADP
spir-10467	33	32	exploring	explore	VERB
spir-10467	33	33	"	"	PUNCT
spir-10467	33	34	we	we	PRON
spir-10467	33	35	are	be	AUX
spir-10467	33	36	all	all	PRON
spir-10467	33	37	khaled	khaled	PROPN
spir-10467	33	38	said	say	VERB
spir-10467	33	39	''	''	PUNCT
spir-10467	33	40	.	.	PUNCT
spir-10467	34	1	big	big	ADJ
spir-10467	34	2	data	datum	NOUN
spir-10467	34	3	&	&	CCONJ
spir-10467	34	4	society	society	NOUN
spir-10467	34	5	2	2	NUM
spir-10467	34	6	.	.	PUNCT
spir-10467	34	7	taneja	taneja	PROPN
spir-10467	34	8	h	h	PROPN
spir-10467	34	9	and	and	CCONJ
spir-10467	34	10	webster	webster	PROPN
spir-10467	34	11	jg	jg	PROPN
spir-10467	34	12	.	.	PUNCT
spir-10467	35	1	(	(	PUNCT
spir-10467	35	2	2016	2016	NUM
spir-10467	35	3	)	)	PUNCT
spir-10467	35	4	how	how	SCONJ
spir-10467	35	5	do	do	AUX
spir-10467	35	6	global	global	ADJ
spir-10467	35	7	audiences	audience	NOUN
spir-10467	35	8	take	take	VERB
spir-10467	35	9	shape	shape	NOUN
spir-10467	35	10	?	?	PUNCT
spir-10467	36	1	the	the	DET
spir-10467	36	2	role	role	NOUN
spir-10467	36	3	of	of	ADP
spir-10467	36	4	institutions	institution	NOUN
spir-10467	36	5	and	and	CCONJ
spir-10467	36	6	culture	culture	NOUN
spir-10467	36	7	in	in	ADP
spir-10467	36	8	patterns	pattern	NOUN
spir-10467	36	9	of	of	ADP
spir-10467	36	10	web	web	NOUN
spir-10467	36	11	use	use	NOUN
spir-10467	36	12	.	.	PUNCT
spir-10467	37	1	journal	journal	NOUN
spir-10467	37	2	of	of	ADP
spir-10467	37	3	communication	communication	NOUN
spir-10467	37	4	66	66	NUM
spir-10467	37	5	:	:	PUNCT
spir-10467	37	6	161	161	NUM
spir-10467	37	7	-	-	SYM
spir-10467	37	8	182	182	NUM
spir-10467	37	9	.	.	PUNCT
spir-10467	38	1	webster	webster	PROPN
spir-10467	38	2	jg	jg	PROPN
spir-10467	38	3	.	.	PUNCT
spir-10467	39	1	(	(	PUNCT
spir-10467	39	2	2014	2014	NUM
spir-10467	39	3	)	)	PUNCT
spir-10467	39	4	the	the	DET
spir-10467	39	5	marketplace	marketplace	NOUN
spir-10467	39	6	of	of	ADP
spir-10467	39	7	attention	attention	NOUN
spir-10467	39	8	.	.	PUNCT
spir-10467	40	1	how	how	SCONJ
spir-10467	40	2	audiences	audience	NOUN
spir-10467	40	3	take	take	VERB
spir-10467	40	4	shape	shape	NOUN
spir-10467	40	5	in	in	ADP
spir-10467	40	6	a	a	DET
spir-10467	40	7	digital	digital	ADJ
spir-10467	40	8	age	age	NOUN
spir-10467	40	9	,	,	PUNCT
spir-10467	40	10	london	london	PROPN
spir-10467	40	11	and	and	CCONJ
spir-10467	40	12	cambridge	cambridge	PROPN
spir-10467	40	13	,	,	PUNCT
spir-10467	40	14	ma	ma	PROPN
spir-10467	40	15	:	:	PUNCT
spir-10467	40	16	mit	mit	PROPN
spir-10467	40	17	press	press	NOUN
spir-10467	40	18	.	.	PUNCT
spir-10467	41	1	welles	welles	PROPN
spir-10467	41	2	bf	bf	PROPN
spir-10467	41	3	.	.	PUNCT
spir-10467	42	1	(	(	PUNCT
spir-10467	42	2	2014	2014	NUM
spir-10467	42	3	)	)	PUNCT
spir-10467	42	4	on	on	ADP
spir-10467	42	5	minorities	minority	NOUN
spir-10467	42	6	and	and	CCONJ
spir-10467	42	7	outliers	outlier	NOUN
spir-10467	42	8	:	:	PUNCT
spir-10467	42	9	the	the	DET
spir-10467	42	10	case	case	NOUN
spir-10467	42	11	for	for	ADP
spir-10467	42	12	making	make	VERB
spir-10467	42	13	big	big	ADJ
spir-10467	42	14	data	datum	NOUN
spir-10467	42	15	small	small	ADJ
spir-10467	42	16	.	.	PUNCT
spir-10467	43	1	big	big	ADJ
spir-10467	43	2	data	datum	NOUN
spir-10467	43	3	&	&	CCONJ
spir-10467	43	4	society	society	NOUN
spir-10467	43	5	1	1	NUM
spir-10467	43	6	:	:	SYM
spir-10467	43	7	1	1	NUM
spir-10467	43	8	-	-	SYM
spir-10467	43	9	2	2	NUM
spir-10467	43	10	.	.	PUNCT
spir-10467	44	1	ørmen	ørmen	PROPN
spir-10467	44	2	j	j	PROPN
spir-10467	44	3	and	and	CCONJ
spir-10467	44	4	thorhauge	thorhauge	ADJ
spir-10467	44	5	am	am	NOUN
spir-10467	44	6	.	.	PUNCT
spir-10467	45	1	(	(	PUNCT
spir-10467	45	2	2015	2015	NUM
spir-10467	45	3	)	)	PUNCT
spir-10467	45	4	smartphone	smartphone	NOUN
spir-10467	45	5	log	log	NOUN
spir-10467	45	6	data	datum	NOUN
spir-10467	45	7	in	in	ADP
spir-10467	45	8	a	a	DET
spir-10467	45	9	qualitative	qualitative	ADJ
spir-10467	45	10	perspective	perspective	NOUN
spir-10467	45	11	.	.	PUNCT
spir-10467	46	1	mobile	mobile	ADJ
spir-10467	46	2	media	medium	NOUN
spir-10467	46	3	&	&	CCONJ
spir-10467	46	4	communication	communication	NOUN
spir-10467	46	5	3	3	NUM
spir-10467	46	6	:	:	PUNCT
spir-10467	46	7	335	335	NUM
spir-10467	46	8	-	-	SYM
spir-10467	46	9	350	350	NUM
spir-10467	46	10	.	.	PUNCT
spir-10467	47	1	combining	combine	VERB
spir-10467	47	2	digital	digital	ADJ
spir-10467	47	3	trace	trace	NOUN
spir-10467	47	4	data	datum	NOUN
spir-10467	47	5	with	with	ADP
spir-10467	47	6	research	research	NOUN
spir-10467	47	7	methods	method	NOUN
spir-10467	47	8	on	on	ADP
spir-10467	47	9	a	a	DET
spir-10467	47	10	global	global	ADJ
spir-10467	47	11	scale	scale	NOUN
spir-10467	47	12	rasmus	rasmus	PROPN
spir-10467	47	13	helles	helles	PROPN
spir-10467	47	14	university	university	PROPN
spir-10467	47	15	of	of	ADP
spir-10467	47	16	copenhagen	copenhagen	PROPN
spir-10467	47	17	jacob	jacob	PROPN
spir-10467	47	18	ørmen	ørmen	PROPN
spir-10467	47	19	university	university	PROPN
spir-10467	47	20	of	of	ADP
spir-10467	47	21	copenhagen	copenhagen	PROPN
spir-10467	47	22	signe	signe	PROPN
spir-10467	47	23	sophus	sophus	PROPN
spir-10467	47	24	lai	lai	PROPN
spir-10467	47	25	university	university	PROPN
spir-10467	47	26	of	of	ADP
spir-10467	47	27	copenhagen	copenhagen	PROPN
spir-10467	47	28	klaus	klaus	PROPN
spir-10467	47	29	bruhn	bruhn	PROPN
spir-10467	47	30	jensen	jensen	PROPN
spir-10467	47	31	university	university	PROPN
spir-10467	47	32	of	of	ADP
spir-10467	47	33	copenhagen	copenhagen	PROPN
spir-10467	47	34	this	this	DET
spir-10467	47	35	paper	paper	NOUN
spir-10467	47	36	looks	look	VERB
spir-10467	47	37	at	at	ADP
spir-10467	47	38	the	the	DET
spir-10467	47	39	role	role	NOUN
spir-10467	47	40	big	big	ADJ
spir-10467	47	41	data	datum	NOUN
spir-10467	47	42	can	can	AUX
spir-10467	47	43	play	play	VERB
spir-10467	47	44	in	in	ADP
spir-10467	47	45	comparative	comparative	ADJ
spir-10467	47	46	media	medium	NOUN
spir-10467	47	47	research	research	NOUN
spir-10467	47	48	on	on	ADP
spir-10467	47	49	a	a	DET
spir-10467	47	50	global	global	ADJ
spir-10467	47	51	scale	scale	NOUN
spir-10467	47	52	.	.	PUNCT
spir-10467	48	1	it	it	PRON
spir-10467	48	2	does	do	VERB
spir-10467	48	3	so	so	ADV
spir-10467	48	4	with	with	ADP
spir-10467	48	5	reference	reference	NOUN
spir-10467	48	6	to	to	ADP
spir-10467	48	7	an	an	DET
spir-10467	48	8	ongoing	ongoing	ADJ
spir-10467	48	9	research	research	NOUN
spir-10467	48	10	project	project	NOUN
spir-10467	48	11	,	,	PUNCT
spir-10467	48	12	the	the	DET
spir-10467	48	13	peoples	people	NOUN
spir-10467	48	14	’	'	PUNCT
spir-10467	48	15	internet	internet	NOUN
spir-10467	48	16	(	(	PUNCT
spir-10467	48	17	pin	pin	NOUN
spir-10467	48	18	)	)	PUNCT
spir-10467	48	19	,	,	PUNCT
spir-10467	48	20	which	which	PRON
spir-10467	48	21	studies	study	NOUN
spir-10467	48	22	internet	internet	NOUN
spir-10467	48	23	use	use	NOUN
spir-10467	48	24	in	in	ADP
spir-10467	48	25	three	three	NUM
spir-10467	48	26	world	world	NOUN
spir-10467	48	27	regions	region	NOUN
spir-10467	48	28	.	.	PUNCT
spir-10467	49	1	in	in	ADP
spir-10467	49	2	this	this	DET
spir-10467	49	3	way	way	NOUN
spir-10467	49	4	,	,	PUNCT
spir-10467	49	5	the	the	DET
spir-10467	49	6	project	project	NOUN
spir-10467	49	7	functions	function	NOUN
spir-10467	49	8	as	as	ADP
spir-10467	49	9	a	a	DET
spir-10467	49	10	case	case	NOUN
spir-10467	49	11	for	for	ADP
spir-10467	49	12	mapping	map	VERB
spir-10467	49	13	out	out	ADP
spir-10467	49	14	the	the	DET
spir-10467	49	15	unique	unique	ADJ
spir-10467	49	16	contribution	contribution	NOUN
spir-10467	49	17	of	of	ADP
spir-10467	49	18	big	big	ADJ
spir-10467	49	19	data	datum	NOUN
spir-10467	49	20	analysis	analysis	NOUN
spir-10467	49	21	in	in	ADP
spir-10467	49	22	relation	relation	NOUN
spir-10467	49	23	to	to	ADP
spir-10467	49	24	traditional	traditional	ADJ
spir-10467	49	25	methods	method	NOUN
spir-10467	49	26	of	of	ADP
spir-10467	49	27	internet	internet	NOUN
spir-10467	49	28	research	research	NOUN
spir-10467	49	29	.	.	PUNCT
spir-10467	50	1	the	the	DET
spir-10467	50	2	pin	pin	PROPN
spir-10467	50	3	project	project	VERB
spir-10467	50	4	the	the	DET
spir-10467	50	5	pin	pin	PROPN
spir-10467	50	6	project	project	NOUN
spir-10467	50	7	(	(	PUNCT
spir-10467	50	8	http://peoplesinternet.ku.dk/	http://peoplesinternet.ku.dk/	PROPN
spir-10467	50	9	)	)	PUNCT
spir-10467	50	10	investigates	investigate	VERB
spir-10467	50	11	how	how	SCONJ
spir-10467	50	12	ordinary	ordinary	ADJ
spir-10467	50	13	people	people	NOUN
spir-10467	50	14	use	use	VERB
spir-10467	50	15	the	the	DET
spir-10467	50	16	internet	internet	NOUN
spir-10467	50	17	in	in	ADP
spir-10467	50	18	daily	daily	ADJ
spir-10467	50	19	life	life	NOUN
spir-10467	50	20	across	across	ADP
spir-10467	50	21	5	5	NUM
spir-10467	50	22	european	european	ADJ
spir-10467	50	23	countries	country	NOUN
spir-10467	50	24	,	,	PUNCT
spir-10467	50	25	the	the	DET
spir-10467	50	26	us	us	PROPN
spir-10467	50	27	,	,	PUNCT
spir-10467	50	28	and	and	CCONJ
spir-10467	50	29	china	china	PROPN
spir-10467	50	30	.	.	PUNCT
spir-10467	51	1	it	it	PRON
spir-10467	51	2	relies	rely	VERB
spir-10467	51	3	on	on	ADP
spir-10467	51	4	a	a	DET
spir-10467	51	5	mixed	mixed	ADJ
spir-10467	51	6	-	-	PUNCT
spir-10467	51	7	methods	method	NOUN
spir-10467	51	8	approach	approach	NOUN
spir-10467	51	9	combining	combine	VERB
spir-10467	51	10	ethnography	ethnography	NOUN
spir-10467	51	11	with	with	ADP
spir-10467	51	12	large	large	ADJ
spir-10467	51	13	-	-	PUNCT
spir-10467	51	14	scale	scale	NOUN
spir-10467	51	15	surveys	survey	NOUN
spir-10467	51	16	,	,	PUNCT
spir-10467	51	17	document	document	NOUN
spir-10467	51	18	analysis	analysis	NOUN
spir-10467	51	19	and	and	CCONJ
spir-10467	51	20	big	big	ADJ
spir-10467	51	21	data	datum	NOUN
spir-10467	51	22	analysis	analysis	NOUN
spir-10467	51	23	.	.	PUNCT
spir-10467	52	1	the	the	DET
spir-10467	52	2	ethnography	ethnography	NOUN
spir-10467	52	3	component	component	NOUN
spir-10467	52	4	will	will	AUX
spir-10467	52	5	be	be	AUX
spir-10467	52	6	carried	carry	VERB
spir-10467	52	7	out	out	ADP
spir-10467	52	8	as	as	ADP
spir-10467	52	9	6month	6month	NUM
spir-10467	52	10	field	field	NOUN
spir-10467	52	11	work	work	NOUN
spir-10467	52	12	studies	study	NOUN
spir-10467	52	13	(	(	PUNCT
spir-10467	52	14	relying	rely	VERB
spir-10467	52	15	primarily	primarily	ADV
spir-10467	52	16	on	on	ADP
spir-10467	52	17	interviews	interview	NOUN
spir-10467	52	18	and	and	CCONJ
spir-10467	52	19	observations	observation	NOUN
spir-10467	52	20	)	)	PUNCT
spir-10467	52	21	in	in	ADP
spir-10467	52	22	china	china	PROPN
spir-10467	52	23	,	,	PUNCT
spir-10467	52	24	the	the	DET
spir-10467	52	25	us	us	PROPN
spir-10467	52	26	and	and	CCONJ
spir-10467	52	27	denmark	denmark	NOUN
spir-10467	52	28	.	.	PUNCT
spir-10467	53	1	simultaneously	simultaneously	ADV
spir-10467	53	2	,	,	PUNCT
spir-10467	53	3	population	population	NOUN
spir-10467	53	4	surveys	survey	NOUN
spir-10467	53	5	in	in	ADP
spir-10467	53	6	each	each	DET
spir-10467	53	7	participating	participate	VERB
spir-10467	53	8	country	country	NOUN
spir-10467	53	9	will	will	AUX
spir-10467	53	10	map	map	VERB
spir-10467	53	11	out	out	ADP
spir-10467	53	12	internet	internet	NOUN
spir-10467	53	13	use	use	NOUN
spir-10467	53	14	practices	practice	NOUN
spir-10467	53	15	in	in	ADP
spir-10467	53	16	relation	relation	NOUN
spir-10467	53	17	to	to	ADP
spir-10467	53	18	communication	communication	NOUN
spir-10467	53	19	patterns	pattern	NOUN
spir-10467	53	20	more	more	ADV
spir-10467	53	21	broadly	broadly	ADV
spir-10467	53	22	(	(	PUNCT
spir-10467	53	23	jensen	jensen	PROPN
spir-10467	53	24	&	&	CCONJ
spir-10467	53	25	helles	helle	NOUN
spir-10467	53	26	,	,	PUNCT
spir-10467	53	27	2011	2011	NUM
spir-10467	53	28	)	)	PUNCT
spir-10467	53	29	.	.	PUNCT
spir-10467	54	1	these	these	DET
spir-10467	54	2	methods	method	NOUN
spir-10467	54	3	are	be	AUX
spir-10467	54	4	supplemented	supplement	VERB
spir-10467	54	5	by	by	ADP
spir-10467	54	6	document	document	NOUN
spir-10467	54	7	analysis	analysis	NOUN
spir-10467	54	8	of	of	ADP
spir-10467	54	9	legal	legal	ADJ
spir-10467	54	10	and	and	CCONJ
spir-10467	54	11	policy	policy	NOUN
spir-10467	54	12	texts	text	NOUN
spir-10467	54	13	to	to	PART
spir-10467	54	14	establish	establish	VERB
spir-10467	54	15	the	the	DET
spir-10467	54	16	political	political	ADJ
spir-10467	54	17	and	and	CCONJ
spir-10467	54	18	economic	economic	ADJ
spir-10467	54	19	context	context	NOUN
spir-10467	54	20	for	for	ADP
spir-10467	54	21	the	the	DET
spir-10467	54	22	internet	internet	NOUN
spir-10467	54	23	in	in	ADP
spir-10467	54	24	each	each	DET
spir-10467	54	25	country	country	NOUN
spir-10467	54	26	under	under	ADP
spir-10467	54	27	study	study	NOUN
spir-10467	54	28	.	.	PUNCT
spir-10467	55	1	in	in	ADP
spir-10467	55	2	this	this	DET
spir-10467	55	3	paper	paper	NOUN
spir-10467	55	4	,	,	PUNCT
spir-10467	55	5	we	we	PRON
spir-10467	55	6	focus	focus	VERB
spir-10467	55	7	on	on	ADP
spir-10467	55	8	the	the	DET
spir-10467	55	9	big	big	ADJ
spir-10467	55	10	data	data	NOUN
spir-10467	55	11	component	component	NOUN
spir-10467	55	12	of	of	ADP
spir-10467	55	13	the	the	DET
spir-10467	55	14	project	project	NOUN
spir-10467	55	15	.	.	PUNCT
spir-10467	56	1	the	the	DET
spir-10467	56	2	big	big	ADJ
spir-10467	56	3	data	datum	NOUN
spir-10467	56	4	in	in	ADP
spir-10467	56	5	pin	pin	NOUN
spir-10467	56	6	will	will	AUX
spir-10467	56	7	be	be	AUX
spir-10467	56	8	digital	digital	ADJ
spir-10467	56	9	trace	trace	NOUN
spir-10467	56	10	data	datum	NOUN
spir-10467	56	11	(	(	PUNCT
spir-10467	56	12	freelon	freelon	PROPN
spir-10467	56	13	,	,	PUNCT
spir-10467	56	14	2014	2014	NUM
spir-10467	56	15	)	)	PUNCT
spir-10467	56	16	of	of	ADP
spir-10467	56	17	online	online	ADJ
spir-10467	56	18	users	user	NOUN
spir-10467	56	19	collected	collect	VERB
spir-10467	56	20	by	by	ADP
spir-10467	56	21	the	the	DET
spir-10467	56	22	audience	audience	NOUN
spir-10467	56	23	measurement	measurement	NOUN
spir-10467	56	24	company	company	NOUN
spir-10467	56	25	comscore	comscore	NOUN
spir-10467	56	26	.	.	PUNCT
spir-10467	57	1	this	this	DET
spir-10467	57	2	data	datum	NOUN
spir-10467	57	3	makes	make	VERB
spir-10467	57	4	it	it	PRON
spir-10467	57	5	possible	possible	ADJ
spir-10467	57	6	to	to	PART
spir-10467	57	7	analyze	analyze	VERB
spir-10467	57	8	audiences	audience	NOUN
spir-10467	57	9	for	for	ADP
spir-10467	57	10	various	various	ADJ
spir-10467	57	11	web	web	NOUN
spir-10467	57	12	sites	site	NOUN
spir-10467	57	13	(	(	PUNCT
spir-10467	57	14	and	and	CCONJ
spir-10467	57	15	possibly	possibly	ADV
spir-10467	57	16	mobile	mobile	ADJ
spir-10467	57	17	applications	application	NOUN
spir-10467	57	18	)	)	PUNCT
spir-10467	57	19	as	as	ADV
spir-10467	57	20	well	well	ADV
spir-10467	57	21	as	as	ADP
spir-10467	57	22	user	user	NOUN
spir-10467	57	23	flows	flow	NOUN
spir-10467	57	24	(	(	PUNCT
spir-10467	57	25	jensen	jensen	PROPN
spir-10467	57	26	,	,	PUNCT
spir-10467	57	27	2012	2012	NUM
spir-10467	57	28	)	)	PUNCT
spir-10467	57	29	across	across	ADP
spir-10467	57	30	the	the	DET
spir-10467	57	31	web	web	NOUN
spir-10467	57	32	.	.	PUNCT
spir-10467	58	1	in	in	ADP
spir-10467	58	2	this	this	DET
spir-10467	58	3	way	way	NOUN
spir-10467	58	4	,	,	PUNCT
spir-10467	58	5	digital	digital	ADJ
spir-10467	58	6	trace	trace	NOUN
spir-10467	58	7	data	datum	NOUN
spir-10467	58	8	provide	provide	VERB
spir-10467	58	9	a	a	DET
spir-10467	58	10	lens	lens	NOUN
spir-10467	58	11	on	on	ADP
spir-10467	58	12	internet	internet	NOUN
spir-10467	58	13	usage	usage	NOUN
spir-10467	58	14	across	across	ADP
spir-10467	58	15	world	world	NOUN
spir-10467	58	16	regions	region	NOUN
spir-10467	58	17	that	that	PRON
spir-10467	58	18	complement	complement	VERB
spir-10467	58	19	the	the	DET
spir-10467	58	20	ethnographies	ethnography	NOUN
spir-10467	58	21	and	and	CCONJ
spir-10467	58	22	survey	survey	NOUN
spir-10467	58	23	research	research	NOUN
spir-10467	58	24	.	.	PUNCT
spir-10467	59	1	this	this	DET
spir-10467	59	2	paper	paper	NOUN
spir-10467	59	3	maps	map	VERB
spir-10467	59	4	out	out	ADP
spir-10467	59	5	the	the	DET
spir-10467	59	6	various	various	ADJ
spir-10467	59	7	roles	role	NOUN
spir-10467	59	8	digital	digital	ADJ
spir-10467	59	9	trace	trace	NOUN
spir-10467	59	10	data	datum	NOUN
spir-10467	59	11	play	play	VERB
spir-10467	59	12	in	in	ADP
spir-10467	59	13	relation	relation	NOUN
spir-10467	59	14	to	to	ADP
spir-10467	59	15	the	the	DET
spir-10467	59	16	other	other	ADJ
spir-10467	59	17	methods	method	NOUN
spir-10467	59	18	in	in	ADP
spir-10467	59	19	the	the	DET
spir-10467	59	20	project	project	NOUN
spir-10467	59	21	.	.	PUNCT
spir-10467	60	1	strategies	strategy	NOUN
spir-10467	60	2	for	for	ADP
spir-10467	60	3	mixing	mix	VERB
spir-10467	60	4	digital	digital	ADJ
spir-10467	60	5	trace	trace	NOUN
spir-10467	60	6	data	datum	NOUN
spir-10467	60	7	with	with	ADP
spir-10467	60	8	other	other	ADJ
spir-10467	60	9	methods	method	NOUN
spir-10467	60	10	the	the	DET
spir-10467	60	11	methodological	methodological	ADJ
spir-10467	60	12	framework	framework	NOUN
spir-10467	60	13	of	of	ADP
spir-10467	60	14	pin	pin	NOUN
spir-10467	60	15	is	be	AUX
spir-10467	60	16	to	to	PART
spir-10467	60	17	collect	collect	VERB
spir-10467	60	18	data	datum	NOUN
spir-10467	60	19	concurrently	concurrently	ADV
spir-10467	60	20	across	across	ADP
spir-10467	60	21	methods	method	NOUN
spir-10467	60	22	and	and	CCONJ
spir-10467	60	23	analyze	analyze	VERB
spir-10467	60	24	data	datum	NOUN
spir-10467	60	25	separately	separately	ADV
spir-10467	60	26	as	as	ADV
spir-10467	60	27	well	well	ADV
spir-10467	60	28	as	as	ADP
spir-10467	60	29	in	in	ADP
spir-10467	60	30	combination	combination	NOUN
spir-10467	60	31	.	.	PUNCT
spir-10467	61	1	accordingly	accordingly	ADV
spir-10467	61	2	,	,	PUNCT
spir-10467	61	3	all	all	DET
spir-10467	61	4	methods	method	NOUN
spir-10467	61	5	applied	apply	VERB
spir-10467	61	6	play	play	VERB
spir-10467	61	7	an	an	DET
spir-10467	61	8	equal	equal	ADJ
spir-10467	61	9	part	part	NOUN
spir-10467	61	10	in	in	ADP
spir-10467	61	11	the	the	DET
spir-10467	61	12	analysis	analysis	NOUN
spir-10467	61	13	.	.	PUNCT
spir-10467	62	1	at	at	ADP
spir-10467	62	2	the	the	DET
spir-10467	62	3	same	same	ADJ
spir-10467	62	4	time	time	NOUN
spir-10467	62	5	,	,	PUNCT
spir-10467	62	6	each	each	PRON
spir-10467	62	7	of	of	ADP
spir-10467	62	8	the	the	DET
spir-10467	62	9	methods	method	NOUN
spir-10467	62	10	provides	provide	VERB
spir-10467	62	11	a	a	DET
spir-10467	62	12	unique	unique	ADJ
spir-10467	62	13	perspective	perspective	NOUN
spir-10467	62	14	on	on	ADP
spir-10467	62	15	internet	internet	NOUN
spir-10467	62	16	use	use	NOUN
spir-10467	62	17	,	,	PUNCT
spir-10467	62	18	which	which	PRON
spir-10467	62	19	makes	make	VERB
spir-10467	62	20	it	it	PRON
spir-10467	62	21	necessary	necessary	ADJ
spir-10467	62	22	to	to	AUX
spir-10467	62	23	both	both	CCONJ
spir-10467	62	24	compare	compare	VERB
spir-10467	62	25	and	and	CCONJ
spir-10467	62	26	contrast	contrast	VERB
spir-10467	62	27	findings	finding	NOUN
spir-10467	62	28	across	across	ADP
spir-10467	62	29	methods	method	NOUN
spir-10467	62	30	.	.	PUNCT
spir-10467	63	1	to	to	PART
spir-10467	63	2	do	do	VERB
spir-10467	63	3	this	this	PRON
spir-10467	63	4	,	,	PUNCT
spir-10467	63	5	the	the	DET
spir-10467	63	6	project	project	NOUN
spir-10467	63	7	relies	rely	VERB
spir-10467	63	8	on	on	ADP
spir-10467	63	9	various	various	ADJ
spir-10467	63	10	strategies	strategy	NOUN
spir-10467	63	11	for	for	ADP
spir-10467	63	12	mixing	mix	VERB
spir-10467	63	13	methods	method	NOUN
spir-10467	63	14	(	(	PUNCT
spir-10467	63	15	inspired	inspire	VERB
spir-10467	63	16	by	by	ADP
spir-10467	63	17	greene	greene	PROPN
spir-10467	63	18	,	,	PUNCT
spir-10467	63	19	caracelli	caracelli	PROPN
spir-10467	63	20	,	,	PUNCT
spir-10467	63	21	&	&	CCONJ
spir-10467	63	22	graham	graham	PROPN
spir-10467	63	23	,	,	PUNCT
spir-10467	63	24	1989	1989	NUM
spir-10467	63	25	)	)	PUNCT
spir-10467	63	26	.	.	PUNCT
spir-10467	64	1	complementarity	complementarity	NOUN
spir-10467	64	2	.	.	PUNCT
spir-10467	65	1	a	a	DET
spir-10467	65	2	prime	prime	ADJ
spir-10467	65	3	reason	reason	NOUN
spir-10467	65	4	for	for	ADP
spir-10467	65	5	combining	combine	VERB
spir-10467	65	6	methods	method	NOUN
spir-10467	65	7	is	be	AUX
spir-10467	65	8	to	to	PART
spir-10467	65	9	research	research	VERB
spir-10467	65	10	several	several	ADJ
spir-10467	65	11	aspects	aspect	NOUN
spir-10467	65	12	of	of	ADP
spir-10467	65	13	the	the	DET
spir-10467	65	14	phenomena	phenomenon	NOUN
spir-10467	65	15	under	under	ADP
spir-10467	65	16	study	study	NOUN
spir-10467	65	17	which	which	PRON
spir-10467	65	18	no	no	DET
spir-10467	65	19	single	single	ADJ
spir-10467	65	20	method	method	NOUN
spir-10467	65	21	can	can	AUX
spir-10467	65	22	cover	cover	VERB
spir-10467	65	23	in	in	ADP
spir-10467	65	24	itself	itself	PRON
spir-10467	65	25	(	(	PUNCT
spir-10467	65	26	greene	greene	PROPN
spir-10467	65	27	et	et	PROPN
spir-10467	65	28	al	al	PROPN
spir-10467	65	29	.	.	PROPN
spir-10467	65	30	,	,	PUNCT
spir-10467	65	31	1989	1989	NUM
spir-10467	65	32	)	)	PUNCT
spir-10467	65	33	.	.	PUNCT
spir-10467	66	1	for	for	ADP
spir-10467	66	2	instance	instance	NOUN
spir-10467	66	3	,	,	PUNCT
spir-10467	66	4	research	research	NOUN
spir-10467	66	5	has	have	AUX
spir-10467	66	6	found	find	VERB
spir-10467	66	7	behavioral	behavioral	ADJ
spir-10467	66	8	trace	trace	NOUN
spir-10467	66	9	data	datum	NOUN
spir-10467	66	10	to	to	PART
spir-10467	66	11	be	be	AUX
spir-10467	66	12	more	more	ADV
spir-10467	66	13	suitable	suitable	ADJ
spir-10467	66	14	for	for	ADP
spir-10467	66	15	capturing	capture	VERB
spir-10467	66	16	precise	precise	ADJ
spir-10467	66	17	communication	communication	NOUN
spir-10467	66	18	(	(	PUNCT
spir-10467	66	19	boase	boase	NOUN
spir-10467	66	20	&	&	CCONJ
spir-10467	66	21	ling	ling	PROPN
spir-10467	66	22	,	,	PUNCT
spir-10467	66	23	2013	2013	NUM
spir-10467	66	24	)	)	PUNCT
spir-10467	66	25	or	or	CCONJ
spir-10467	66	26	media	medium	NOUN
spir-10467	66	27	use	use	NOUN
spir-10467	66	28	(	(	PUNCT
spir-10467	66	29	prior	prior	ADV
spir-10467	66	30	,	,	PUNCT
spir-10467	66	31	2009	2009	NUM
spir-10467	66	32	)	)	PUNCT
spir-10467	66	33	patterns	pattern	NOUN
spir-10467	66	34	than	than	ADP
spir-10467	66	35	surveys	survey	NOUN
spir-10467	66	36	.	.	PUNCT
spir-10467	67	1	in	in	ADP
spir-10467	67	2	the	the	DET
spir-10467	67	3	pin	pin	NOUN
spir-10467	67	4	context	context	NOUN
spir-10467	67	5	,	,	PUNCT
spir-10467	67	6	the	the	DET
spir-10467	67	7	comscore	comscore	NOUN
spir-10467	67	8	data	datum	NOUN
spir-10467	67	9	is	be	AUX
spir-10467	67	10	able	able	ADJ
spir-10467	67	11	to	to	PART
spir-10467	67	12	map	map	VERB
spir-10467	67	13	out	out	ADP
spir-10467	67	14	the	the	DET
spir-10467	67	15	popularity	popularity	NOUN
spir-10467	67	16	and	and	CCONJ
spir-10467	67	17	audience	audience	NOUN
spir-10467	67	18	overlap	overlap	NOUN
spir-10467	67	19	for	for	ADP
spir-10467	67	20	various	various	ADJ
spir-10467	67	21	web	web	NOUN
spir-10467	67	22	genres	genre	NOUN
spir-10467	67	23	(	(	PUNCT
spir-10467	67	24	such	such	ADJ
spir-10467	67	25	as	as	ADP
spir-10467	67	26	news	news	NOUN
spir-10467	67	27	sites	site	NOUN
spir-10467	67	28	,	,	PUNCT
spir-10467	67	29	social	social	ADJ
spir-10467	67	30	network	network	NOUN
spir-10467	67	31	sites	site	NOUN
spir-10467	67	32	,	,	PUNCT
spir-10467	67	33	video	video	NOUN
spir-10467	67	34	streaming	streaming	NOUN
spir-10467	67	35	sites	site	NOUN
spir-10467	67	36	)	)	PUNCT
spir-10467	67	37	on	on	ADP
spir-10467	67	38	a	a	DET
spir-10467	67	39	more	more	ADV
spir-10467	67	40	detailed	detailed	ADJ
spir-10467	67	41	level	level	NOUN
spir-10467	67	42	than	than	SCONJ
spir-10467	67	43	is	be	AUX
spir-10467	67	44	feasible	feasible	ADJ
spir-10467	67	45	through	through	ADP
spir-10467	67	46	other	other	ADJ
spir-10467	67	47	methods	method	NOUN
spir-10467	67	48	.	.	PUNCT
spir-10467	68	1	conversely	conversely	ADV
spir-10467	68	2	,	,	PUNCT
spir-10467	68	3	the	the	DET
spir-10467	68	4	comscore	comscore	NOUN
spir-10467	68	5	data	datum	NOUN
spir-10467	68	6	can	can	AUX
spir-10467	68	7	not	not	PART
spir-10467	68	8	grasp	grasp	VERB
spir-10467	68	9	important	important	ADJ
spir-10467	68	10	aspects	aspect	NOUN
spir-10467	68	11	of	of	ADP
spir-10467	68	12	internet	internet	NOUN
spir-10467	68	13	use	use	NOUN
spir-10467	68	14	such	such	ADJ
spir-10467	68	15	as	as	ADP
spir-10467	68	16	what	what	PRON
spir-10467	68	17	happens	happen	VERB
spir-10467	68	18	within	within	ADP
spir-10467	68	19	the	the	DET
spir-10467	68	20	different	different	ADJ
spir-10467	68	21	constituents	constituent	NOUN
spir-10467	68	22	of	of	ADP
spir-10467	68	23	social	social	ADJ
spir-10467	68	24	network	network	NOUN
spir-10467	68	25	sites	site	NOUN
spir-10467	68	26	or	or	CCONJ
spir-10467	68	27	in	in	ADP
spir-10467	68	28	mobile	mobile	ADJ
spir-10467	68	29	apps	app	NOUN
spir-10467	68	30	.	.	PUNCT
spir-10467	69	1	the	the	DET
spir-10467	69	2	surveys	survey	NOUN
spir-10467	69	3	and	and	CCONJ
spir-10467	69	4	ethnographies	ethnography	NOUN
spir-10467	69	5	will	will	AUX
spir-10467	69	6	have	have	VERB
spir-10467	69	7	to	to	PART
spir-10467	69	8	fill	fill	VERB
spir-10467	69	9	the	the	DET
spir-10467	69	10	void	void	NOUN
spir-10467	69	11	here	here	ADV
spir-10467	69	12	.	.	PUNCT
spir-10467	70	1	corroboration	corroboration	NOUN
spir-10467	70	2	.	.	PUNCT
spir-10467	71	1	another	another	DET
spir-10467	71	2	goal	goal	NOUN
spir-10467	71	3	of	of	ADP
spir-10467	71	4	the	the	DET
spir-10467	71	5	project	project	NOUN
spir-10467	71	6	is	be	AUX
spir-10467	71	7	to	to	PART
spir-10467	71	8	establish	establish	VERB
spir-10467	71	9	confidence	confidence	NOUN
spir-10467	71	10	in	in	ADP
spir-10467	71	11	the	the	DET
spir-10467	71	12	empirical	empirical	ADJ
spir-10467	71	13	findings	finding	NOUN
spir-10467	71	14	.	.	PUNCT
spir-10467	72	1	this	this	DET
spir-10467	72	2	strategy	strategy	NOUN
spir-10467	72	3	is	be	AUX
spir-10467	72	4	often	often	ADV
spir-10467	72	5	termed	term	VERB
spir-10467	72	6	triangulation	triangulation	NOUN
spir-10467	72	7	(	(	PUNCT
spir-10467	72	8	for	for	ADP
spir-10467	72	9	overview	overview	NOUN
spir-10467	72	10	see	see	INTJ
spir-10467	72	11	greene	greene	PROPN
spir-10467	72	12	et	et	PROPN
spir-10467	72	13	al	al	PROPN
spir-10467	72	14	.	.	PROPN
spir-10467	72	15	,	,	PUNCT
spir-10467	72	16	1989	1989	NUM
spir-10467	72	17	)	)	PUNCT
spir-10467	72	18	.	.	PUNCT
spir-10467	73	1	although	although	SCONJ
spir-10467	73	2	originally	originally	ADV
spir-10467	73	3	used	use	VERB
spir-10467	73	4	as	as	ADP
spir-10467	73	5	a	a	DET
spir-10467	73	6	technique	technique	NOUN
spir-10467	73	7	to	to	PART
spir-10467	73	8	conduct	conduct	VERB
spir-10467	73	9	precise	precise	ADJ
spir-10467	73	10	geographical	geographical	ADJ
spir-10467	73	11	measurement	measurement	NOUN
spir-10467	73	12	,	,	PUNCT
spir-10467	73	13	triangulation	triangulation	NOUN
spir-10467	73	14	is	be	AUX
spir-10467	73	15	now	now	ADV
spir-10467	73	16	applied	apply	VERB
spir-10467	73	17	in	in	ADP
spir-10467	73	18	a	a	DET
spir-10467	73	19	more	more	ADV
spir-10467	73	20	metaphorical	metaphorical	ADJ
spir-10467	73	21	sense	sense	NOUN
spir-10467	73	22	in	in	ADP
spir-10467	73	23	social	social	ADJ
spir-10467	73	24	research	research	NOUN
spir-10467	73	25	to	to	PART
spir-10467	73	26	corroborate	corroborate	VERB
spir-10467	73	27	findings	finding	NOUN
spir-10467	73	28	through	through	ADP
spir-10467	73	29	different	different	ADJ
spir-10467	73	30	methods	method	NOUN
spir-10467	73	31	(	(	PUNCT
spir-10467	73	32	blaikie	blaikie	NOUN
spir-10467	73	33	,	,	PUNCT
spir-10467	73	34	1991	1991	NUM
spir-10467	73	35	)	)	PUNCT
spir-10467	73	36	.	.	PUNCT
spir-10467	74	1	by	by	ADP
spir-10467	74	2	seeking	seek	VERB
spir-10467	74	3	corroboration	corroboration	NOUN
spir-10467	74	4	,	,	PUNCT
spir-10467	74	5	it	it	PRON
spir-10467	74	6	is	be	AUX
spir-10467	74	7	possible	possible	ADJ
spir-10467	74	8	to	to	PART
spir-10467	74	9	lend	lend	VERB
spir-10467	74	10	credibility	credibility	NOUN
spir-10467	74	11	to	to	ADP
spir-10467	74	12	the	the	DET
spir-10467	74	13	overall	overall	ADJ
spir-10467	74	14	research	research	NOUN
spir-10467	74	15	design	design	NOUN
spir-10467	74	16	.	.	PUNCT
spir-10467	75	1	in	in	ADP
spir-10467	75	2	pin	pin	NOUN
spir-10467	75	3	,	,	PUNCT
spir-10467	75	4	the	the	DET
spir-10467	75	5	internet	internet	NOUN
spir-10467	75	6	habits	habit	NOUN
spir-10467	75	7	of	of	ADP
spir-10467	75	8	individual	individual	ADJ
spir-10467	75	9	participants	participant	NOUN
spir-10467	75	10	,	,	PUNCT
spir-10467	75	11	as	as	SCONJ
spir-10467	75	12	located	locate	VERB
spir-10467	75	13	through	through	ADP
spir-10467	75	14	ethnographies	ethnography	NOUN
spir-10467	75	15	,	,	PUNCT
spir-10467	75	16	can	can	AUX
spir-10467	75	17	be	be	AUX
spir-10467	75	18	compared	compare	VERB
spir-10467	75	19	to	to	ADP
spir-10467	75	20	the	the	DET
spir-10467	75	21	audience	audience	NOUN
spir-10467	75	22	patterns	pattern	NOUN
spir-10467	75	23	indicated	indicate	VERB
spir-10467	75	24	by	by	ADP
spir-10467	75	25	digital	digital	ADJ
spir-10467	75	26	trace	trace	NOUN
spir-10467	75	27	data	datum	NOUN
spir-10467	75	28	.	.	PUNCT
spir-10467	76	1	if	if	SCONJ
spir-10467	76	2	these	these	DET
spir-10467	76	3	findings	finding	NOUN
spir-10467	76	4	correspond	correspond	VERB
spir-10467	76	5	to	to	ADP
spir-10467	76	6	each	each	DET
spir-10467	76	7	other	other	ADJ
spir-10467	76	8	,	,	PUNCT
spir-10467	76	9	it	it	PRON
spir-10467	76	10	makes	make	VERB
spir-10467	76	11	a	a	DET
spir-10467	76	12	stronger	strong	ADJ
spir-10467	76	13	case	case	NOUN
spir-10467	76	14	for	for	ADP
spir-10467	76	15	trusting	trust	VERB
spir-10467	76	16	data	datum	NOUN
spir-10467	76	17	sources	source	NOUN
spir-10467	76	18	,	,	PUNCT
spir-10467	76	19	the	the	DET
spir-10467	76	20	sampling	sample	VERB
spir-10467	76	21	techniques	technique	NOUN
spir-10467	76	22	used	use	VERB
spir-10467	76	23	as	as	ADV
spir-10467	76	24	well	well	ADV
spir-10467	76	25	as	as	ADP
spir-10467	76	26	the	the	DET
spir-10467	76	27	interpretations	interpretation	NOUN
spir-10467	76	28	of	of	ADP
spir-10467	76	29	findings	finding	NOUN
spir-10467	76	30	.	.	PUNCT
spir-10467	77	1	contestation	contestation	NOUN
spir-10467	77	2	.	.	PUNCT
spir-10467	78	1	although	although	SCONJ
spir-10467	78	2	often	often	ADV
spir-10467	78	3	overlooked	overlook	VERB
spir-10467	78	4	,	,	PUNCT
spir-10467	78	5	an	an	DET
spir-10467	78	6	important	important	ADJ
spir-10467	78	7	aspect	aspect	NOUN
spir-10467	78	8	of	of	ADP
spir-10467	78	9	combining	combine	VERB
spir-10467	78	10	methods	method	NOUN
spir-10467	78	11	is	be	AUX
spir-10467	78	12	to	to	PART
spir-10467	78	13	look	look	VERB
spir-10467	78	14	for	for	ADP
spir-10467	78	15	deviations	deviation	NOUN
spir-10467	78	16	and	and	CCONJ
spir-10467	78	17	contradictions	contradiction	NOUN
spir-10467	78	18	.	.	PUNCT
spir-10467	79	1	as	as	ADV
spir-10467	79	2	well	well	ADV
spir-10467	79	3	as	as	ADP
spir-10467	79	4	establishing	establish	VERB
spir-10467	79	5	agreement	agreement	NOUN
spir-10467	79	6	,	,	PUNCT
spir-10467	79	7	findings	finding	NOUN
spir-10467	79	8	from	from	ADP
spir-10467	79	9	various	various	ADJ
spir-10467	79	10	methods	method	NOUN
spir-10467	79	11	might	might	AUX
spir-10467	79	12	also	also	ADV
spir-10467	79	13	point	point	VERB
spir-10467	79	14	in	in	ADP
spir-10467	79	15	vastly	vastly	ADV
spir-10467	79	16	different	different	ADJ
spir-10467	79	17	directions	direction	NOUN
spir-10467	79	18	.	.	PUNCT
spir-10467	80	1	qualitative	qualitative	ADJ
spir-10467	80	2	interviews	interview	NOUN
spir-10467	80	3	might	might	AUX
spir-10467	80	4	paint	paint	VERB
spir-10467	80	5	a	a	DET
spir-10467	80	6	different	different	ADJ
spir-10467	80	7	picture	picture	NOUN
spir-10467	80	8	of	of	ADP
spir-10467	80	9	media	medium	NOUN
spir-10467	80	10	-	-	PUNCT
spir-10467	80	11	related	relate	VERB
spir-10467	80	12	behavior	behavior	NOUN
spir-10467	80	13	than	than	ADP
spir-10467	80	14	surveys	survey	NOUN
spir-10467	80	15	or	or	CCONJ
spir-10467	80	16	digital	digital	ADJ
spir-10467	80	17	trace	trace	NOUN
spir-10467	80	18	data	datum	NOUN
spir-10467	80	19	.	.	PUNCT
spir-10467	81	1	in	in	ADP
spir-10467	81	2	this	this	DET
spir-10467	81	3	way	way	NOUN
spir-10467	81	4	,	,	PUNCT
spir-10467	81	5	the	the	DET
spir-10467	81	6	methods	method	NOUN
spir-10467	81	7	in	in	ADP
spir-10467	81	8	combination	combination	NOUN
spir-10467	81	9	can	can	AUX
spir-10467	81	10	expose	expose	VERB
spir-10467	81	11	contradictions	contradiction	NOUN
spir-10467	81	12	such	such	ADJ
spir-10467	81	13	as	as	ADP
spir-10467	81	14	the	the	DET
spir-10467	81	15	well	well	ADV
spir-10467	81	16	-	-	PUNCT
spir-10467	81	17	known	know	VERB
spir-10467	81	18	“	"	PUNCT
spir-10467	81	19	paradox	paradox	NOUN
spir-10467	81	20	of	of	ADP
spir-10467	81	21	popularity	popularity	NOUN
spir-10467	81	22	”	"	PUNCT
spir-10467	81	23	(	(	PUNCT
spir-10467	81	24	meijer	meijer	NOUN
spir-10467	81	25	,	,	PUNCT
spir-10467	81	26	2007	2007	NUM
spir-10467	81	27	)	)	PUNCT
spir-10467	81	28	,	,	PUNCT
spir-10467	81	29	whereby	whereby	SCONJ
spir-10467	81	30	people	people	NOUN
spir-10467	81	31	tend	tend	VERB
spir-10467	81	32	to	to	PART
spir-10467	81	33	express	express	VERB
spir-10467	81	34	contempt	contempt	NOUN
spir-10467	81	35	for	for	ADP
spir-10467	81	36	some	some	DET
spir-10467	81	37	genre	genre	NOUN
spir-10467	81	38	of	of	ADP
spir-10467	81	39	media	medium	NOUN
spir-10467	81	40	content	content	NOUN
spir-10467	81	41	(	(	PUNCT
spir-10467	81	42	in	in	ADP
spir-10467	81	43	interviews	interview	NOUN
spir-10467	81	44	)	)	PUNCT
spir-10467	81	45	they	they	PRON
spir-10467	81	46	nonetheless	nonetheless	ADV
spir-10467	81	47	spend	spend	VERB
spir-10467	81	48	a	a	DET
spir-10467	81	49	lot	lot	NOUN
spir-10467	81	50	of	of	ADP
spir-10467	81	51	time	time	NOUN
spir-10467	81	52	engaging	engage	VERB
spir-10467	81	53	with	with	ADP
spir-10467	81	54	(	(	PUNCT
spir-10467	81	55	as	as	SCONJ
spir-10467	81	56	elucidated	elucidate	VERB
spir-10467	81	57	by	by	ADP
spir-10467	81	58	e.g.	e.g.	ADV
spir-10467	81	59	digital	digital	ADJ
spir-10467	81	60	trace	trace	NOUN
spir-10467	81	61	data	datum	NOUN
spir-10467	81	62	)	)	PUNCT
spir-10467	81	63	.	.	PUNCT
spir-10467	82	1	this	this	PRON
spir-10467	82	2	should	should	AUX
spir-10467	82	3	not	not	PART
spir-10467	82	4	be	be	AUX
spir-10467	82	5	interpreted	interpret	VERB
spir-10467	82	6	as	as	ADP
spir-10467	82	7	a	a	DET
spir-10467	82	8	sign	sign	NOUN
spir-10467	82	9	of	of	ADP
spir-10467	82	10	incompatibility	incompatibility	NOUN
spir-10467	82	11	between	between	ADP
spir-10467	82	12	methods	method	NOUN
spir-10467	82	13	,	,	PUNCT
spir-10467	82	14	but	but	CCONJ
spir-10467	82	15	rather	rather	ADV
spir-10467	82	16	as	as	ADP
spir-10467	82	17	a	a	DET
spir-10467	82	18	core	core	NOUN
spir-10467	82	19	strength	strength	NOUN
spir-10467	82	20	of	of	ADP
spir-10467	82	21	mixing	mix	VERB
spir-10467	82	22	methods	method	NOUN
spir-10467	82	23	.	.	PUNCT
spir-10467	83	1	these	these	DET
spir-10467	83	2	contradictions	contradiction	NOUN
spir-10467	83	3	are	be	AUX
spir-10467	83	4	vital	vital	ADJ
spir-10467	83	5	for	for	ADP
spir-10467	83	6	challenging	challenge	VERB
spir-10467	83	7	existing	exist	VERB
spir-10467	83	8	theories	theory	NOUN
spir-10467	83	9	and	and	CCONJ
spir-10467	83	10	pushing	push	VERB
spir-10467	83	11	new	new	ADJ
spir-10467	83	12	ones	one	NOUN
spir-10467	83	13	forward	forward	ADV
spir-10467	83	14	.	.	PUNCT
spir-10467	84	1	enhancement	enhancement	NOUN
spir-10467	84	2	:	:	PUNCT
spir-10467	84	3	last	last	ADJ
spir-10467	84	4	but	but	CCONJ
spir-10467	84	5	not	not	PART
spir-10467	84	6	least	least	ADJ
spir-10467	84	7	,	,	PUNCT
spir-10467	84	8	we	we	PRON
spir-10467	84	9	envision	envision	VERB
spir-10467	84	10	that	that	SCONJ
spir-10467	84	11	the	the	DET
spir-10467	84	12	digital	digital	ADJ
spir-10467	84	13	trace	trace	NOUN
spir-10467	84	14	data	datum	NOUN
spir-10467	84	15	can	can	AUX
spir-10467	84	16	be	be	AUX
spir-10467	84	17	used	use	VERB
spir-10467	84	18	to	to	PART
spir-10467	84	19	enhance	enhance	VERB
spir-10467	84	20	the	the	DET
spir-10467	84	21	value	value	NOUN
spir-10467	84	22	of	of	ADP
spir-10467	84	23	other	other	ADJ
spir-10467	84	24	data	datum	NOUN
spir-10467	84	25	sources	source	NOUN
spir-10467	84	26	.	.	PUNCT
spir-10467	85	1	one	one	NUM
spir-10467	85	2	way	way	NOUN
spir-10467	85	3	to	to	PART
spir-10467	85	4	do	do	VERB
spir-10467	85	5	this	this	PRON
spir-10467	85	6	would	would	AUX
spir-10467	85	7	be	be	AUX
spir-10467	85	8	to	to	PART
spir-10467	85	9	enrich	enrich	VERB
spir-10467	85	10	one	one	NUM
spir-10467	85	11	data	datum	NOUN
spir-10467	85	12	source	source	NOUN
spir-10467	85	13	with	with	ADP
spir-10467	85	14	another	another	PRON
spir-10467	85	15	(	(	PUNCT
spir-10467	85	16	salganik	salganik	X
spir-10467	85	17	,	,	PUNCT
spir-10467	85	18	2016	2016	NUM
spir-10467	85	19	)	)	PUNCT
spir-10467	85	20	,	,	PUNCT
spir-10467	85	21	e.g.	e.g.	ADV
spir-10467	85	22	by	by	ADP
spir-10467	85	23	estimating	estimate	VERB
spir-10467	85	24	the	the	DET
spir-10467	85	25	likelihood	likelihood	NOUN
spir-10467	85	26	that	that	SCONJ
spir-10467	85	27	respondents	respondent	NOUN
spir-10467	85	28	in	in	ADP
spir-10467	85	29	the	the	DET
spir-10467	85	30	survey	survey	NOUN
spir-10467	85	31	would	would	AUX
spir-10467	85	32	showcase	showcase	VERB
spir-10467	85	33	the	the	DET
spir-10467	85	34	behavior	behavior	NOUN
spir-10467	85	35	observed	observe	VERB
spir-10467	85	36	in	in	ADP
spir-10467	85	37	the	the	DET
spir-10467	85	38	digital	digital	ADJ
spir-10467	85	39	trace	trace	NOUN
spir-10467	85	40	data	datum	NOUN
spir-10467	85	41	(	(	PUNCT
spir-10467	85	42	based	base	VERB
spir-10467	85	43	on	on	ADP
spir-10467	85	44	matching	match	VERB
spir-10467	85	45	socio	socio	NOUN
spir-10467	85	46	-	-	ADJ
spir-10467	85	47	demographic	demographic	ADJ
spir-10467	85	48	characteristics	characteristic	NOUN
spir-10467	85	49	available	available	ADJ
spir-10467	85	50	in	in	ADP
spir-10467	85	51	both	both	DET
spir-10467	85	52	types	type	NOUN
spir-10467	85	53	of	of	ADP
spir-10467	85	54	data	datum	NOUN
spir-10467	85	55	)	)	PUNCT
spir-10467	85	56	.	.	PUNCT
spir-10467	86	1	another	another	DET
spir-10467	86	2	way	way	NOUN
spir-10467	86	3	would	would	AUX
spir-10467	86	4	be	be	AUX
spir-10467	86	5	to	to	PART
spir-10467	86	6	augment	augment	VERB
spir-10467	86	7	data	datum	NOUN
spir-10467	86	8	sources	source	NOUN
spir-10467	86	9	with	with	ADP
spir-10467	86	10	each	each	DET
spir-10467	86	11	other	other	ADJ
spir-10467	86	12	(	(	PUNCT
spir-10467	86	13	boase	boase	NOUN
spir-10467	86	14	,	,	PUNCT
spir-10467	86	15	2016	2016	NUM
spir-10467	86	16	)	)	PUNCT
spir-10467	86	17	,	,	PUNCT
spir-10467	86	18	e.g.	e.g.	ADV
spir-10467	86	19	by	by	ADP
spir-10467	86	20	tracing	trace	VERB
spir-10467	86	21	the	the	DET
spir-10467	86	22	online	online	ADJ
spir-10467	86	23	behavior	behavior	NOUN
spir-10467	86	24	of	of	ADP
spir-10467	86	25	participants	participant	NOUN
spir-10467	86	26	through	through	ADP
spir-10467	86	27	their	their	PRON
spir-10467	86	28	digital	digital	ADJ
spir-10467	86	29	devices	device	NOUN
spir-10467	86	30	in	in	ADP
spir-10467	86	31	the	the	DET
spir-10467	86	32	ethnographies	ethnography	NOUN
spir-10467	86	33	and	and	CCONJ
spir-10467	86	34	integrate	integrate	VERB
spir-10467	86	35	these	these	DET
spir-10467	86	36	data	datum	NOUN
spir-10467	86	37	in	in	ADP
spir-10467	86	38	subsequent	subsequent	ADJ
spir-10467	86	39	interviews	interview	NOUN
spir-10467	86	40	.	.	PUNCT
spir-10467	87	1	summing	sum	VERB
spir-10467	87	2	up	up	ADP
spir-10467	87	3	,	,	PUNCT
spir-10467	87	4	the	the	DET
spir-10467	87	5	role	role	NOUN
spir-10467	87	6	of	of	ADP
spir-10467	87	7	big	big	ADJ
spir-10467	87	8	data	datum	NOUN
spir-10467	87	9	in	in	ADP
spir-10467	87	10	the	the	DET
spir-10467	87	11	pin	pin	NOUN
spir-10467	87	12	project	project	NOUN
spir-10467	87	13	is	be	AUX
spir-10467	87	14	to	to	PART
spir-10467	87	15	supplement	supplement	VERB
spir-10467	87	16	,	,	PUNCT
spir-10467	87	17	underpin	underpin	VERB
spir-10467	87	18	and	and	CCONJ
spir-10467	87	19	contrast	contrast	VERB
spir-10467	87	20	the	the	DET
spir-10467	87	21	other	other	ADJ
spir-10467	87	22	methods	method	NOUN
spir-10467	87	23	used	use	VERB
spir-10467	87	24	.	.	PUNCT
spir-10467	88	1	importantly	importantly	ADV
spir-10467	88	2	,	,	PUNCT
spir-10467	88	3	big	big	ADJ
spir-10467	88	4	data	datum	NOUN
spir-10467	88	5	does	do	AUX
spir-10467	88	6	offer	offer	VERB
spir-10467	88	7	unique	unique	ADJ
spir-10467	88	8	perspectives	perspective	NOUN
spir-10467	88	9	on	on	ADP
spir-10467	88	10	internet	internet	NOUN
spir-10467	88	11	use	use	NOUN
spir-10467	88	12	that	that	PRON
spir-10467	88	13	are	be	AUX
spir-10467	88	14	hard	hard	ADJ
spir-10467	88	15	to	to	PART
spir-10467	88	16	cover	cover	VERB
spir-10467	88	17	with	with	ADP
spir-10467	88	18	other	other	ADJ
spir-10467	88	19	methods	method	NOUN
spir-10467	88	20	.	.	PUNCT
spir-10467	89	1	whereas	whereas	SCONJ
spir-10467	89	2	digital	digital	ADJ
spir-10467	89	3	trace	trace	NOUN
spir-10467	89	4	data	datum	NOUN
spir-10467	89	5	are	be	AUX
spir-10467	89	6	more	more	ADV
spir-10467	89	7	suitable	suitable	ADJ
spir-10467	89	8	for	for	ADP
spir-10467	89	9	looking	look	VERB
spir-10467	89	10	into	into	ADP
spir-10467	89	11	specific	specific	ADJ
spir-10467	89	12	uses	use	NOUN
spir-10467	89	13	of	of	ADP
spir-10467	89	14	the	the	DET
spir-10467	89	15	web	web	NOUN
spir-10467	89	16	(	(	PUNCT
spir-10467	89	17	in	in	ADP
spir-10467	89	18	particular	particular	ADJ
spir-10467	89	19	types	type	NOUN
spir-10467	89	20	of	of	ADP
spir-10467	89	21	websites	website	NOUN
spir-10467	89	22	used	use	VERB
spir-10467	89	23	)	)	PUNCT
spir-10467	89	24	on	on	ADP
spir-10467	89	25	a	a	DET
spir-10467	89	26	national	national	ADJ
spir-10467	89	27	and	and	CCONJ
spir-10467	89	28	global	global	ADJ
spir-10467	89	29	scale	scale	NOUN
spir-10467	89	30	,	,	PUNCT
spir-10467	89	31	it	it	PRON
spir-10467	89	32	can	can	AUX
spir-10467	89	33	not	not	PART
spir-10467	89	34	provide	provide	VERB
spir-10467	89	35	an	an	DET
spir-10467	89	36	encompassing	encompass	VERB
spir-10467	89	37	picture	picture	NOUN
spir-10467	89	38	of	of	ADP
spir-10467	89	39	internet	internet	NOUN
spir-10467	89	40	use	use	NOUN
spir-10467	89	41	.	.	PUNCT
spir-10467	90	1	for	for	ADP
spir-10467	90	2	this	this	PRON
spir-10467	90	3	,	,	PUNCT
spir-10467	90	4	we	we	PRON
spir-10467	90	5	still	still	ADV
spir-10467	90	6	need	need	VERB
spir-10467	90	7	traditional	traditional	ADJ
spir-10467	90	8	methods	method	NOUN
spir-10467	90	9	for	for	ADP
spir-10467	90	10	internet	internet	NOUN
spir-10467	90	11	research	research	NOUN
spir-10467	90	12	such	such	ADJ
spir-10467	90	13	as	as	ADP
spir-10467	90	14	quantitative	quantitative	ADJ
spir-10467	90	15	surveys	survey	NOUN
spir-10467	90	16	and	and	CCONJ
spir-10467	90	17	qualitative	qualitative	ADJ
spir-10467	90	18	ethnographies	ethnography	NOUN
spir-10467	90	19	.	.	PUNCT
spir-10467	91	1	references	reference	NOUN
spir-10467	91	2	blaikie	blaikie	NOUN
spir-10467	91	3	,	,	PUNCT
spir-10467	91	4	n.	n.	NOUN
spir-10467	91	5	(	(	PUNCT
spir-10467	91	6	1991	1991	NUM
spir-10467	91	7	)	)	PUNCT
spir-10467	91	8	.	.	PUNCT
spir-10467	92	1	a	a	DET
spir-10467	92	2	critique	critique	NOUN
spir-10467	92	3	of	of	ADP
spir-10467	92	4	the	the	DET
spir-10467	92	5	use	use	NOUN
spir-10467	92	6	of	of	ADP
spir-10467	92	7	triangulation	triangulation	NOUN
spir-10467	92	8	in	in	ADP
spir-10467	92	9	social	social	ADJ
spir-10467	92	10	research	research	NOUN
spir-10467	92	11	.	.	PUNCT
spir-10467	93	1	international	international	ADJ
spir-10467	93	2	journal	journal	PROPN
spir-10467	93	3	of	of	ADP
spir-10467	93	4	methodology	methodology	NOUN
spir-10467	93	5	,	,	PUNCT
spir-10467	93	6	25(2	25(2	NUM
spir-10467	93	7	)	)	PUNCT
spir-10467	93	8	,	,	PUNCT
spir-10467	93	9	115	115	NUM
spir-10467	93	10	-	-	SYM
spir-10467	93	11	136	136	NUM
spir-10467	93	12	.	.	PUNCT
spir-10467	94	1	doi:10.1007	doi:10.1007	VERB
spir-10467	94	2	/	/	SYM
spir-10467	94	3	bf00145701	bf00145701	PROPN
spir-10467	94	4	boase	boase	NOUN
spir-10467	94	5	,	,	PUNCT
spir-10467	94	6	j.	j.	PROPN
spir-10467	94	7	(	(	PUNCT
spir-10467	94	8	2016	2016	NUM
spir-10467	94	9	)	)	PUNCT
spir-10467	94	10	.	.	PUNCT
spir-10467	95	1	augmenting	augment	VERB
spir-10467	95	2	survey	survey	NOUN
spir-10467	95	3	and	and	CCONJ
spir-10467	95	4	experimental	experimental	ADJ
spir-10467	95	5	designs	design	NOUN
spir-10467	95	6	with	with	ADP
spir-10467	95	7	digital	digital	ADJ
spir-10467	95	8	trace	trace	NOUN
spir-10467	95	9	data	datum	NOUN
spir-10467	95	10	.	.	PUNCT
spir-10467	96	1	communication	communication	NOUN
spir-10467	96	2	methods	method	NOUN
spir-10467	96	3	and	and	CCONJ
spir-10467	96	4	measures	measure	NOUN
spir-10467	96	5	,	,	PUNCT
spir-10467	96	6	10(2	10(2	NUM
spir-10467	96	7	-	-	SYM
spir-10467	96	8	3	3	NUM
spir-10467	96	9	)	)	PUNCT
spir-10467	96	10	,	,	PUNCT
spir-10467	96	11	165	165	NUM
spir-10467	96	12	-	-	SYM
spir-10467	96	13	166	166	NUM
spir-10467	96	14	.	.	PUNCT
spir-10467	97	1	doi:10.1080/19312458.2016.1150975	doi:10.1080/19312458.2016.1150975	PROPN
spir-10467	97	2	boase	boase	PROPN
spir-10467	97	3	,	,	PUNCT
spir-10467	97	4	j.	j.	PROPN
spir-10467	97	5	,	,	PUNCT
spir-10467	97	6	&	&	CCONJ
spir-10467	97	7	ling	ling	PROPN
spir-10467	97	8	,	,	PUNCT
spir-10467	97	9	r.	r.	PROPN
spir-10467	97	10	(	(	PUNCT
spir-10467	97	11	2013	2013	NUM
spir-10467	97	12	)	)	PUNCT
spir-10467	97	13	.	.	PUNCT
spir-10467	98	1	measuring	measure	VERB
spir-10467	98	2	mobile	mobile	ADJ
spir-10467	98	3	phone	phone	NOUN
spir-10467	98	4	use	use	NOUN
spir-10467	98	5	:	:	PUNCT
spir-10467	98	6	self	self	NOUN
spir-10467	98	7	-	-	PUNCT
spir-10467	98	8	report	report	NOUN
spir-10467	98	9	versus	versus	ADP
spir-10467	98	10	log	log	PROPN
spir-10467	98	11	data	datum	NOUN
spir-10467	98	12	.	.	PUNCT
spir-10467	99	1	journal	journal	PROPN
spir-10467	99	2	of	of	ADP
spir-10467	99	3	computer	computer	NOUN
spir-10467	99	4	mediated	mediate	VERB
spir-10467	99	5	communication	communication	NOUN
spir-10467	99	6	,	,	PUNCT
spir-10467	99	7	18(4	18(4	NUM
spir-10467	99	8	)	)	PUNCT
spir-10467	99	9	,	,	PUNCT
spir-10467	99	10	508	508	NUM
spir-10467	99	11	-	-	SYM
spir-10467	99	12	519	519	NUM
spir-10467	99	13	.	.	PUNCT
spir-10467	100	1	doi:10.1111	doi:10.1111	ADJ
spir-10467	100	2	/	/	SYM
spir-10467	100	3	jcc4.12021	jcc4.12021	NUM
spir-10467	100	4	freelon	freelon	PROPN
spir-10467	100	5	,	,	PUNCT
spir-10467	100	6	d.	d.	PROPN
spir-10467	100	7	(	(	PUNCT
spir-10467	100	8	2014	2014	NUM
spir-10467	100	9	)	)	PUNCT
spir-10467	100	10	.	.	PUNCT
spir-10467	101	1	on	on	ADP
spir-10467	101	2	the	the	DET
spir-10467	101	3	interpretation	interpretation	NOUN
spir-10467	101	4	of	of	ADP
spir-10467	101	5	digital	digital	ADJ
spir-10467	101	6	trace	trace	NOUN
spir-10467	101	7	data	datum	NOUN
spir-10467	101	8	in	in	ADP
spir-10467	101	9	communication	communication	NOUN
spir-10467	101	10	and	and	CCONJ
spir-10467	101	11	social	social	ADJ
spir-10467	101	12	computing	computing	NOUN
spir-10467	101	13	research	research	NOUN
spir-10467	101	14	.	.	PUNCT
spir-10467	102	1	journal	journal	NOUN
spir-10467	102	2	of	of	ADP
spir-10467	102	3	broadcasting	broadcasting	PROPN
spir-10467	102	4	&	&	CCONJ
spir-10467	102	5	electronic	electronic	ADJ
spir-10467	102	6	media	medium	NOUN
spir-10467	102	7	,	,	PUNCT
spir-10467	102	8	58(1	58(1	NUM
spir-10467	102	9	)	)	PUNCT
spir-10467	102	10	,	,	PUNCT
spir-10467	102	11	59	59	NUM
spir-10467	102	12	-	-	SYM
spir-10467	102	13	75	75	NUM
spir-10467	102	14	.	.	PUNCT
spir-10467	103	1	doi:10.1080/08838151.2013.875018	doi:10.1080/08838151.2013.875018	PROPN
spir-10467	103	2	greene	greene	PROPN
spir-10467	103	3	,	,	PUNCT
spir-10467	103	4	j.	j.	PROPN
spir-10467	103	5	c.	c.	PROPN
spir-10467	103	6	,	,	PUNCT
spir-10467	103	7	caracelli	caracelli	PROPN
spir-10467	103	8	,	,	PUNCT
spir-10467	103	9	v.	v.	PROPN
spir-10467	103	10	j.	j.	PROPN
spir-10467	103	11	,	,	PUNCT
spir-10467	103	12	&	&	CCONJ
spir-10467	103	13	graham	graham	PROPN
spir-10467	103	14	,	,	PUNCT
spir-10467	103	15	w.	w.	PROPN
spir-10467	103	16	f.	f.	PROPN
spir-10467	103	17	(	(	PUNCT
spir-10467	103	18	1989	1989	NUM
spir-10467	103	19	)	)	PUNCT
spir-10467	103	20	.	.	PUNCT
spir-10467	104	1	toward	toward	ADP
spir-10467	104	2	a	a	DET
spir-10467	104	3	conceptual	conceptual	ADJ
spir-10467	104	4	framework	framework	NOUN
spir-10467	104	5	for	for	ADP
spir-10467	104	6	mixed	mixed	ADJ
spir-10467	104	7	-	-	PUNCT
spir-10467	104	8	method	method	NOUN
spir-10467	104	9	evaluation	evaluation	NOUN
spir-10467	104	10	designs	design	NOUN
spir-10467	104	11	.	.	PUNCT
spir-10467	105	1	educational	educational	ADJ
spir-10467	105	2	evaluation	evaluation	NOUN
spir-10467	105	3	and	and	CCONJ
spir-10467	105	4	policy	policy	NOUN
spir-10467	105	5	analysis	analysis	NOUN
spir-10467	105	6	,	,	PUNCT
spir-10467	105	7	11(3	11(3	NUM
spir-10467	105	8	)	)	PUNCT
spir-10467	105	9	,	,	PUNCT
spir-10467	105	10	255	255	NUM
spir-10467	105	11	-	-	SYM
spir-10467	105	12	274	274	NUM
spir-10467	105	13	.	.	PUNCT
spir-10467	106	1	doi	doi	NOUN
spir-10467	106	2	:	:	PUNCT
spir-10467	106	3	doi:10.3102/01623737011003255	doi:10.3102/01623737011003255	PROPN
spir-10467	106	4	jensen	jensen	PROPN
spir-10467	106	5	,	,	PUNCT
spir-10467	106	6	k.	k.	PROPN
spir-10467	106	7	b.	b.	PROPN
spir-10467	106	8	(	(	PUNCT
spir-10467	106	9	2012	2012	NUM
spir-10467	106	10	)	)	PUNCT
spir-10467	106	11	.	.	PUNCT
spir-10467	107	1	communication	communication	NOUN
spir-10467	107	2	in	in	ADP
spir-10467	107	3	context	context	NOUN
spir-10467	107	4	.	.	PUNCT
spir-10467	108	1	in	in	ADP
spir-10467	108	2	k.	k.	PROPN
spir-10467	108	3	b.	b.	PROPN
spir-10467	108	4	jensen	jensen	PROPN
spir-10467	108	5	(	(	PUNCT
spir-10467	108	6	ed	ed	NOUN
spir-10467	108	7	.	.	PUNCT
spir-10467	108	8	)	)	PUNCT
spir-10467	108	9	,	,	PUNCT
spir-10467	108	10	a	a	DET
spir-10467	108	11	handbook	handbook	NOUN
spir-10467	108	12	of	of	ADP
spir-10467	108	13	media	medium	NOUN
spir-10467	108	14	and	and	CCONJ
spir-10467	108	15	communication	communication	NOUN
spir-10467	108	16	research	research	NOUN
spir-10467	108	17	(	(	PUNCT
spir-10467	108	18	2	2	NUM
spir-10467	108	19	ed	ed	NOUN
spir-10467	108	20	.	.	PUNCT
spir-10467	108	21	)	)	PUNCT
spir-10467	108	22	.	.	PUNCT
spir-10467	109	1	london	london	PROPN
spir-10467	109	2	&	&	CCONJ
spir-10467	109	3	new	new	PROPN
spir-10467	109	4	york	york	PROPN
spir-10467	109	5	,	,	PUNCT
spir-10467	109	6	ny	ny	PROPN
spir-10467	109	7	:	:	PUNCT
spir-10467	109	8	routledge	routledge	PROPN
spir-10467	109	9	.	.	PUNCT
spir-10467	110	1	jensen	jensen	PROPN
spir-10467	110	2	,	,	PUNCT
spir-10467	110	3	k.	k.	PROPN
spir-10467	110	4	b.	b.	PROPN
spir-10467	110	5	,	,	PUNCT
spir-10467	110	6	&	&	CCONJ
spir-10467	110	7	helles	helle	NOUN
spir-10467	110	8	,	,	PUNCT
spir-10467	110	9	r.	r.	PROPN
spir-10467	110	10	(	(	PUNCT
spir-10467	110	11	2011	2011	NUM
spir-10467	110	12	)	)	PUNCT
spir-10467	110	13	.	.	PUNCT
spir-10467	111	1	the	the	DET
spir-10467	111	2	internet	internet	NOUN
spir-10467	111	3	as	as	ADP
spir-10467	111	4	a	a	DET
spir-10467	111	5	cultural	cultural	ADJ
spir-10467	111	6	forum	forum	NOUN
spir-10467	111	7	:	:	PUNCT
spir-10467	111	8	implications	implication	NOUN
spir-10467	111	9	for	for	ADP
spir-10467	111	10	research	research	NOUN
spir-10467	111	11	.	.	PUNCT
spir-10467	112	1	new	new	ADJ
spir-10467	112	2	media	medium	NOUN
spir-10467	112	3	&	&	CCONJ
spir-10467	112	4	society	society	NOUN
spir-10467	112	5	,	,	PUNCT
spir-10467	112	6	13(4	13(4	NUM
spir-10467	112	7	)	)	PUNCT
spir-10467	112	8	,	,	PUNCT
spir-10467	112	9	517	517	NUM
spir-10467	112	10	-	-	SYM
spir-10467	112	11	533	533	NUM
spir-10467	112	12	.	.	PUNCT
spir-10467	112	13	doi:10.1177/1461444810373531	doi:10.1177/1461444810373531	ADJ
spir-10467	112	14	meijer	meijer	PROPN
spir-10467	112	15	,	,	PUNCT
spir-10467	112	16	i.	i.	PROPN
spir-10467	112	17	c.	c.	PROPN
spir-10467	112	18	(	(	PUNCT
spir-10467	112	19	2007	2007	NUM
spir-10467	112	20	)	)	PUNCT
spir-10467	112	21	.	.	PUNCT
spir-10467	113	1	the	the	DET
spir-10467	113	2	paradox	paradox	NOUN
spir-10467	113	3	of	of	ADP
spir-10467	113	4	popularity	popularity	NOUN
spir-10467	113	5	.	.	PUNCT
spir-10467	114	1	journalism	journalism	NOUN
spir-10467	114	2	studies	study	NOUN
spir-10467	114	3	,	,	PUNCT
spir-10467	114	4	8(1	8(1	NOUN
spir-10467	114	5	)	)	PUNCT
spir-10467	114	6	,	,	PUNCT
spir-10467	114	7	96	96	NUM
spir-10467	114	8	-	-	SYM
spir-10467	114	9	116	116	NUM
spir-10467	114	10	.	.	PUNCT
spir-10467	115	1	doi:10.1080/14616700601056874	doi:10.1080/14616700601056874	NOUN
spir-10467	115	2	prior	prior	ADV
spir-10467	115	3	,	,	PUNCT
spir-10467	115	4	m.	m.	NOUN
spir-10467	115	5	(	(	PUNCT
spir-10467	115	6	2009	2009	NUM
spir-10467	115	7	)	)	PUNCT
spir-10467	115	8	.	.	PUNCT
spir-10467	116	1	the	the	DET
spir-10467	116	2	immensely	immensely	ADV
spir-10467	116	3	inflated	inflated	ADJ
spir-10467	116	4	news	news	NOUN
spir-10467	116	5	audience	audience	NOUN
spir-10467	116	6	:	:	PUNCT
spir-10467	116	7	assessing	assess	VERB
spir-10467	116	8	bias	bias	NOUN
spir-10467	116	9	in	in	ADP
spir-10467	116	10	selfreported	selfreporte	VERB
spir-10467	116	11	news	news	NOUN
spir-10467	116	12	exposure	exposure	NOUN
spir-10467	116	13	.	.	PUNCT
spir-10467	117	1	public	public	ADJ
spir-10467	117	2	opinion	opinion	NOUN
spir-10467	117	3	quarterly	quarterly	ADV
spir-10467	117	4	,	,	PUNCT
spir-10467	117	5	73(1	73(1	NUM
spir-10467	117	6	)	)	PUNCT
spir-10467	117	7	,	,	PUNCT
spir-10467	117	8	130	130	NUM
spir-10467	117	9	-	-	SYM
spir-10467	117	10	143	143	NUM
spir-10467	117	11	.	.	PUNCT
spir-10467	117	12	doi:10.1093	doi:10.1093	NOUN
spir-10467	117	13	/	/	SYM
spir-10467	117	14	poq	poq	PROPN
spir-10467	117	15	/	/	SYM
spir-10467	117	16	nfp002	nfp002	NOUN
spir-10467	117	17	salganik	salganik	NOUN
spir-10467	117	18	,	,	PUNCT
spir-10467	117	19	m.	m.	NOUN
spir-10467	117	20	j.	j.	PROPN
spir-10467	117	21	(	(	PUNCT
spir-10467	117	22	2016	2016	NUM
spir-10467	117	23	)	)	PUNCT
spir-10467	117	24	.	.	PUNCT
spir-10467	118	1	bit	bit	NOUN
spir-10467	118	2	by	by	ADP
spir-10467	118	3	bit	bit	NOUN
spir-10467	118	4	:	:	PUNCT
spir-10467	118	5	social	social	ADJ
spir-10467	118	6	research	research	NOUN
spir-10467	118	7	in	in	ADP
spir-10467	118	8	the	the	DET
spir-10467	118	9	digital	digital	ADJ
spir-10467	118	10	age	age	NOUN
spir-10467	118	11	.	.	PUNCT
spir-10467	119	1	open	open	ADJ
spir-10467	119	2	review	review	PROPN
spir-10467	119	3	.	.	PUNCT
spir-10467	120	1	retrieved	retrieve	VERB
spir-10467	120	2	from	from	ADP
spir-10467	120	3	http://www.bitbybitbook.com/	http://www.bitbybitbook.com/	NOUN
spir-10467	120	4	trace	trace	NOUN
spir-10467	120	5	partnership	partnership	NOUN
spir-10467	120	6	:	:	PUNCT
spir-10467	120	7	collecting	collect	VERB
spir-10467	120	8	real	real	ADJ
spir-10467	120	9	-	-	PUNCT
spir-10467	120	10	world	world	NOUN
spir-10467	120	11	behaviors	behavior	NOUN
spir-10467	120	12	and	and	CCONJ
spir-10467	120	13	self	self	NOUN
spir-10467	120	14	reports	report	VERB
spir-10467	120	15	ericka	ericka	PROPN
spir-10467	120	16	menchen	menchen	PROPN
spir-10467	120	17	-	-	PUNCT
spir-10467	120	18	trevino	trevino	PROPN
spir-10467	120	19	american	american	PROPN
spir-10467	120	20	university	university	PROPN
spir-10467	120	21	many	many	ADJ
spir-10467	120	22	of	of	ADP
spir-10467	120	23	the	the	DET
spir-10467	120	24	most	most	ADV
spir-10467	120	25	persistent	persistent	ADJ
spir-10467	120	26	and	and	CCONJ
spir-10467	120	27	difficult	difficult	ADJ
spir-10467	120	28	questions	question	NOUN
spir-10467	120	29	in	in	ADP
spir-10467	120	30	the	the	DET
spir-10467	120	31	social	social	ADJ
spir-10467	120	32	sciences	science	NOUN
spir-10467	120	33	involve	involve	VERB
spir-10467	120	34	relating	relate	VERB
spir-10467	120	35	people	people	NOUN
spir-10467	120	36	’s	’s	PART
spir-10467	120	37	behaviors	behavior	NOUN
spir-10467	120	38	to	to	ADP
spir-10467	120	39	their	their	PRON
spir-10467	120	40	attitudes	attitude	NOUN
spir-10467	120	41	.	.	PUNCT
spir-10467	121	1	one	one	NUM
spir-10467	121	2	such	such	ADJ
spir-10467	121	3	issue	issue	NOUN
spir-10467	121	4	that	that	PRON
spir-10467	121	5	has	have	AUX
spir-10467	121	6	been	be	AUX
spir-10467	121	7	the	the	DET
spir-10467	121	8	focus	focus	NOUN
spir-10467	121	9	of	of	ADP
spir-10467	121	10	my	my	PRON
spir-10467	121	11	research	research	NOUN
spir-10467	121	12	is	be	AUX
spir-10467	121	13	selective	selective	ADJ
spir-10467	121	14	exposure	exposure	NOUN
spir-10467	121	15	to	to	ADP
spir-10467	121	16	political	political	ADJ
spir-10467	121	17	communication	communication	NOUN
spir-10467	121	18	.	.	PUNCT
spir-10467	122	1	that	that	PRON
spir-10467	122	2	is	be	AUX
spir-10467	122	3	,	,	PUNCT
spir-10467	122	4	to	to	ADP
spir-10467	122	5	what	what	DET
spir-10467	122	6	extent	extent	NOUN
spir-10467	122	7	do	do	AUX
spir-10467	122	8	people	people	NOUN
spir-10467	122	9	select	select	VERB
spir-10467	122	10	attitude	attitude	NOUN
spir-10467	122	11	-	-	PUNCT
spir-10467	122	12	consistent	consistent	ADJ
spir-10467	122	13	information	information	NOUN
spir-10467	122	14	and	and	CCONJ
spir-10467	122	15	avoid	avoid	VERB
spir-10467	122	16	attitude	attitude	NOUN
spir-10467	122	17	-	-	PUNCT
spir-10467	122	18	dissonant	dissonant	ADJ
spir-10467	122	19	information	information	NOUN
spir-10467	122	20	about	about	ADP
spir-10467	122	21	politics	politic	NOUN
spir-10467	122	22	or	or	CCONJ
spir-10467	122	23	policy	policy	NOUN
spir-10467	122	24	?	?	PUNCT
spir-10467	123	1	at	at	ADP
spir-10467	123	2	issue	issue	NOUN
spir-10467	123	3	is	be	AUX
spir-10467	123	4	the	the	DET
spir-10467	123	5	relationship	relationship	NOUN
spir-10467	123	6	between	between	ADP
spir-10467	123	7	attitudes	attitude	NOUN
spir-10467	123	8	in	in	ADP
spir-10467	123	9	the	the	DET
spir-10467	123	10	mind	mind	NOUN
spir-10467	123	11	(	(	PUNCT
spir-10467	123	12	political	political	ADJ
spir-10467	123	13	or	or	CCONJ
spir-10467	123	14	policy	policy	NOUN
spir-10467	123	15	views	view	NOUN
spir-10467	123	16	)	)	PUNCT
spir-10467	123	17	and	and	CCONJ
spir-10467	123	18	behaviors	behavior	NOUN
spir-10467	123	19	(	(	PUNCT
spir-10467	123	20	selecting	select	VERB
spir-10467	123	21	or	or	CCONJ
spir-10467	123	22	avoiding	avoid	VERB
spir-10467	123	23	information	information	NOUN
spir-10467	123	24	)	)	PUNCT
spir-10467	123	25	.	.	PUNCT
spir-10467	124	1	this	this	PRON
spir-10467	124	2	may	may	AUX
spir-10467	124	3	seem	seem	VERB
spir-10467	124	4	like	like	ADP
spir-10467	124	5	an	an	DET
spir-10467	124	6	un	un	ADJ
spir-10467	124	7	-	-	ADJ
spir-10467	124	8	controversial	controversial	ADJ
spir-10467	124	9	topic	topic	NOUN
spir-10467	124	10	,	,	PUNCT
spir-10467	124	11	particularly	particularly	ADV
spir-10467	124	12	in	in	ADP
spir-10467	124	13	the	the	DET
spir-10467	124	14	trump	trump	NOUN
spir-10467	124	15	era	era	NOUN
spir-10467	124	16	.	.	PUNCT
spir-10467	125	1	however	however	ADV
spir-10467	125	2	,	,	PUNCT
spir-10467	125	3	there	there	PRON
spir-10467	125	4	have	have	AUX
spir-10467	125	5	been	be	AUX
spir-10467	125	6	decades	decade	NOUN
spir-10467	125	7	-	-	PUNCT
spir-10467	125	8	long	long	ADJ
spir-10467	125	9	controversies	controversy	NOUN
spir-10467	125	10	about	about	ADP
spir-10467	125	11	the	the	DET
spir-10467	125	12	extent	extent	NOUN
spir-10467	125	13	and	and	CCONJ
spir-10467	125	14	nature	nature	NOUN
spir-10467	125	15	of	of	ADP
spir-10467	125	16	selective	selective	ADJ
spir-10467	125	17	exposure	exposure	NOUN
spir-10467	125	18	(	(	PUNCT
spir-10467	125	19	feldman	feldman	PROPN
spir-10467	125	20	,	,	PUNCT
spir-10467	125	21	stroud	stroud	ADJ
spir-10467	125	22	,	,	PUNCT
spir-10467	125	23	bimber	bimber	NOUN
spir-10467	125	24	,	,	PUNCT
spir-10467	125	25	&	&	CCONJ
spir-10467	125	26	wojcieszak	wojcieszak	NOUN
spir-10467	125	27	,	,	PUNCT
spir-10467	125	28	2013	2013	NUM
spir-10467	125	29	;	;	PUNCT
spir-10467	125	30	dvir	dvir	NOUN
spir-10467	125	31	-	-	PUNCT
spir-10467	125	32	gvirsman	gvirsman	NOUN
spir-10467	125	33	,	,	PUNCT
spir-10467	125	34	tsfati	tsfati	NOUN
spir-10467	125	35	,	,	PUNCT
spir-10467	125	36	&	&	CCONJ
spir-10467	125	37	menchentrevino	menchentrevino	PROPN
spir-10467	125	38	,	,	PUNCT
spir-10467	125	39	2014	2014	NUM
spir-10467	125	40	;	;	PUNCT
spir-10467	125	41	hart	hart	PROPN
spir-10467	125	42	et	et	PROPN
spir-10467	125	43	al	al	PROPN
spir-10467	125	44	.	.	PROPN
spir-10467	125	45	,	,	PUNCT
spir-10467	125	46	2009	2009	NUM
spir-10467	125	47	;	;	PUNCT
spir-10467	125	48	sears	sears	PROPN
spir-10467	125	49	&	&	CCONJ
spir-10467	125	50	freedman	freedman	PROPN
spir-10467	125	51	,	,	PUNCT
spir-10467	125	52	1967	1967	NUM
spir-10467	125	53	)	)	PUNCT
spir-10467	125	54	.	.	PUNCT
spir-10467	126	1	there	there	PRON
spir-10467	126	2	are	be	VERB
spir-10467	126	3	two	two	NUM
spir-10467	126	4	established	establish	VERB
spir-10467	126	5	social	social	ADJ
spir-10467	126	6	science	science	NOUN
spir-10467	126	7	methods	method	NOUN
spir-10467	126	8	that	that	PRON
spir-10467	126	9	typically	typically	ADV
spir-10467	126	10	collect	collect	VERB
spir-10467	126	11	self	self	NOUN
spir-10467	126	12	-	-	PUNCT
spir-10467	126	13	reported	report	VERB
spir-10467	126	14	and	and	CCONJ
spir-10467	126	15	behavioral	behavioral	ADJ
spir-10467	126	16	data	datum	NOUN
spir-10467	126	17	,	,	PUNCT
spir-10467	126	18	albeit	albeit	SCONJ
spir-10467	126	19	in	in	ADP
spir-10467	126	20	very	very	ADV
spir-10467	126	21	different	different	ADJ
spir-10467	126	22	contexts	contexts	NOUN
spir-10467	126	23	,	,	PUNCT
spir-10467	126	24	experiments	experiment	NOUN
spir-10467	126	25	and	and	CCONJ
spir-10467	126	26	ethnography	ethnography	NOUN
spir-10467	126	27	.	.	PUNCT
spir-10467	127	1	in	in	ADP
spir-10467	127	2	experiments	experiment	NOUN
spir-10467	127	3	and	and	CCONJ
spir-10467	127	4	ethnography	ethnography	NOUN
spir-10467	127	5	behavior	behavior	NOUN
spir-10467	127	6	is	be	AUX
spir-10467	127	7	observed	observe	VERB
spir-10467	127	8	and	and	CCONJ
spir-10467	127	9	recorded	record	VERB
spir-10467	127	10	,	,	PUNCT
spir-10467	127	11	traditionally	traditionally	ADV
spir-10467	127	12	by	by	ADP
spir-10467	127	13	humans	human	NOUN
spir-10467	127	14	but	but	CCONJ
spir-10467	127	15	also	also	ADV
spir-10467	127	16	potentially	potentially	ADV
spir-10467	127	17	by	by	ADP
spir-10467	127	18	machines	machine	NOUN
spir-10467	127	19	.	.	PUNCT
spir-10467	128	1	self	self	NOUN
spir-10467	128	2	-	-	PUNCT
spir-10467	128	3	reports	report	NOUN
spir-10467	128	4	are	be	AUX
spir-10467	128	5	typically	typically	ADV
spir-10467	128	6	collected	collect	VERB
spir-10467	128	7	by	by	ADP
spir-10467	128	8	questionnaires	questionnaire	NOUN
spir-10467	128	9	in	in	ADP
spir-10467	128	10	experiments	experiment	NOUN
spir-10467	128	11	and	and	CCONJ
spir-10467	128	12	with	with	ADP
spir-10467	128	13	in	in	ADP
spir-10467	128	14	-	-	PUNCT
spir-10467	128	15	depth	depth	NOUN
spir-10467	128	16	interviews	interview	NOUN
spir-10467	128	17	in	in	ADP
spir-10467	128	18	ethnography	ethnography	NOUN
spir-10467	128	19	.	.	PUNCT
spir-10467	129	1	here	here	ADV
spir-10467	129	2	i	i	PRON
spir-10467	129	3	am	be	AUX
spir-10467	129	4	arguing	argue	VERB
spir-10467	129	5	for	for	ADP
spir-10467	129	6	a	a	DET
spir-10467	129	7	third	third	ADJ
spir-10467	129	8	approach	approach	NOUN
spir-10467	129	9	in	in	ADP
spir-10467	129	10	the	the	DET
spir-10467	129	11	digital	digital	ADJ
spir-10467	129	12	era	era	NOUN
spir-10467	129	13	,	,	PUNCT
spir-10467	129	14	partnering	partner	VERB
spir-10467	129	15	with	with	ADP
spir-10467	129	16	participants	participant	NOUN
spir-10467	129	17	to	to	PART
spir-10467	129	18	examine	examine	VERB
spir-10467	129	19	real	real	ADJ
spir-10467	129	20	-	-	PUNCT
spir-10467	129	21	world	world	NOUN
spir-10467	129	22	digital	digital	ADJ
spir-10467	129	23	trace	trace	NOUN
spir-10467	129	24	behavior	behavior	NOUN
spir-10467	129	25	and	and	CCONJ
spir-10467	129	26	self	self	NOUN
spir-10467	129	27	-	-	PUNCT
spir-10467	129	28	reported	report	VERB
spir-10467	129	29	attitudes	attitude	NOUN
spir-10467	129	30	.	.	PUNCT
spir-10467	130	1	digital	digital	ADJ
spir-10467	130	2	traces	trace	NOUN
spir-10467	130	3	are	be	AUX
spir-10467	130	4	records	record	NOUN
spir-10467	130	5	of	of	ADP
spir-10467	130	6	behavior	behavior	NOUN
spir-10467	130	7	recorded	record	VERB
spir-10467	130	8	by	by	ADP
spir-10467	130	9	digital	digital	ADJ
spir-10467	130	10	technologies	technology	NOUN
spir-10467	130	11	,	,	PUNCT
spir-10467	130	12	such	such	ADJ
spir-10467	130	13	as	as	ADP
spir-10467	130	14	web	web	NOUN
spir-10467	130	15	browsing	browse	VERB
spir-10467	130	16	history	history	NOUN
spir-10467	130	17	,	,	PUNCT
spir-10467	130	18	phone	phone	NOUN
spir-10467	130	19	location	location	NOUN
spir-10467	130	20	history	history	NOUN
spir-10467	130	21	,	,	PUNCT
spir-10467	130	22	and	and	CCONJ
spir-10467	130	23	social	social	ADJ
spir-10467	130	24	media	medium	NOUN
spir-10467	130	25	activity	activity	NOUN
spir-10467	130	26	logs	log	NOUN
spir-10467	130	27	.	.	PUNCT
spir-10467	131	1	often	often	ADV
spir-10467	131	2	,	,	PUNCT
spir-10467	131	3	these	these	DET
spir-10467	131	4	traces	trace	NOUN
spir-10467	131	5	are	be	AUX
spir-10467	131	6	accessed	access	VERB
spir-10467	131	7	by	by	ADP
spir-10467	131	8	researchers	researcher	NOUN
spir-10467	131	9	through	through	ADP
spir-10467	131	10	agreements	agreement	NOUN
spir-10467	131	11	with	with	ADP
spir-10467	131	12	or	or	CCONJ
spir-10467	131	13	application	application	NOUN
spir-10467	131	14	programming	programming	NOUN
spir-10467	131	15	interfaces	interface	NOUN
spir-10467	131	16	(	(	PUNCT
spir-10467	131	17	apis	apis	PROPN
spir-10467	131	18	)	)	PUNCT
spir-10467	131	19	provided	provide	VERB
spir-10467	131	20	by	by	ADP
spir-10467	131	21	the	the	DET
spir-10467	131	22	companies	company	NOUN
spir-10467	131	23	that	that	PRON
spir-10467	131	24	generate	generate	VERB
spir-10467	131	25	them	they	PRON
spir-10467	131	26	,	,	PUNCT
spir-10467	131	27	e.g.	e.g.	ADV
spir-10467	131	28	the	the	DET
spir-10467	131	29	new	new	PROPN
spir-10467	131	30	york	york	PROPN
spir-10467	131	31	times	times	PROPN
spir-10467	131	32	website	website	NOUN
spir-10467	131	33	,	,	PUNCT
spir-10467	131	34	cell	cell	NOUN
spir-10467	131	35	-	-	PUNCT
spir-10467	131	36	phone	phone	NOUN
spir-10467	131	37	service	service	NOUN
spir-10467	131	38	providers	provider	NOUN
spir-10467	131	39	,	,	PUNCT
spir-10467	131	40	twitter	twitter	NOUN
spir-10467	131	41	or	or	CCONJ
spir-10467	131	42	facebook	facebook	NOUN
spir-10467	131	43	.	.	PUNCT
spir-10467	132	1	this	this	DET
spir-10467	132	2	platform	platform	NOUN
spir-10467	132	3	-	-	PUNCT
spir-10467	132	4	centric	centric	ADJ
spir-10467	132	5	approach	approach	NOUN
spir-10467	132	6	to	to	ADP
spir-10467	132	7	trace	trace	NOUN
spir-10467	132	8	data	datum	NOUN
spir-10467	132	9	gathering	gathering	NOUN
spir-10467	132	10	is	be	AUX
spir-10467	132	11	useful	useful	ADJ
spir-10467	132	12	,	,	PUNCT
spir-10467	132	13	but	but	CCONJ
spir-10467	132	14	limited	limit	VERB
spir-10467	132	15	to	to	ADP
spir-10467	132	16	a	a	DET
spir-10467	132	17	single	single	ADJ
spir-10467	132	18	platform	platform	NOUN
spir-10467	132	19	,	,	PUNCT
spir-10467	132	20	and	and	CCONJ
spir-10467	132	21	ethical	ethical	ADJ
spir-10467	132	22	concerns	concern	NOUN
spir-10467	132	23	about	about	ADP
spir-10467	132	24	privacy	privacy	NOUN
spir-10467	132	25	appropriately	appropriately	ADV
spir-10467	132	26	prevent	prevent	VERB
spir-10467	132	27	sharing	share	VERB
spir-10467	132	28	the	the	DET
spir-10467	132	29	identifying	identify	VERB
spir-10467	132	30	information	information	NOUN
spir-10467	132	31	that	that	PRON
spir-10467	132	32	would	would	AUX
spir-10467	132	33	be	be	AUX
spir-10467	132	34	needed	need	VERB
spir-10467	132	35	to	to	PART
spir-10467	132	36	recruit	recruit	VERB
spir-10467	132	37	individuals	individual	NOUN
spir-10467	132	38	to	to	PART
spir-10467	132	39	participate	participate	VERB
spir-10467	132	40	in	in	ADP
spir-10467	132	41	other	other	ADJ
spir-10467	132	42	studies	study	NOUN
spir-10467	132	43	.	.	PUNCT
spir-10467	133	1	by	by	ADP
spir-10467	133	2	partnering	partner	VERB
spir-10467	133	3	with	with	ADP
spir-10467	133	4	users	user	NOUN
spir-10467	133	5	who	who	PRON
spir-10467	133	6	have	have	VERB
spir-10467	133	7	access	access	NOUN
spir-10467	133	8	to	to	ADP
spir-10467	133	9	their	their	PRON
spir-10467	133	10	own	own	ADJ
spir-10467	133	11	traces	trace	NOUN
spir-10467	133	12	,	,	PUNCT
spir-10467	133	13	researchers	researcher	NOUN
spir-10467	133	14	can	can	AUX
spir-10467	133	15	gather	gather	VERB
spir-10467	133	16	cross	cross	ADJ
spir-10467	133	17	-	-	ADJ
spir-10467	133	18	platform	platform	ADJ
spir-10467	133	19	trace	trace	NOUN
spir-10467	133	20	data	datum	NOUN
spir-10467	133	21	and	and	CCONJ
spir-10467	133	22	link	link	VERB
spir-10467	133	23	it	it	PRON
spir-10467	133	24	with	with	ADP
spir-10467	133	25	self	self	NOUN
spir-10467	133	26	-	-	PUNCT
spir-10467	133	27	reported	report	VERB
spir-10467	133	28	data	datum	NOUN
spir-10467	133	29	such	such	ADJ
spir-10467	133	30	as	as	ADP
spir-10467	133	31	survey	survey	NOUN
spir-10467	133	32	responses	response	NOUN
spir-10467	133	33	or	or	CCONJ
spir-10467	133	34	interviews	interview	NOUN
spir-10467	133	35	.	.	PUNCT
spir-10467	134	1	i	i	PRON
spir-10467	134	2	will	will	AUX
spir-10467	134	3	call	call	VERB
spir-10467	134	4	this	this	DET
spir-10467	134	5	approach	approach	NOUN
spir-10467	134	6	trace	trace	NOUN
spir-10467	134	7	partnership	partnership	NOUN
spir-10467	134	8	.	.	PUNCT
spir-10467	135	1	i	i	PRON
spir-10467	135	2	used	use	VERB
spir-10467	135	3	this	this	DET
spir-10467	135	4	approach	approach	NOUN
spir-10467	135	5	in	in	ADP
spir-10467	135	6	my	my	PRON
spir-10467	135	7	work	work	NOUN
spir-10467	135	8	where	where	SCONJ
spir-10467	135	9	i	i	PRON
spir-10467	135	10	collected	collect	VERB
spir-10467	135	11	digital	digital	ADJ
spir-10467	135	12	traces	trace	NOUN
spir-10467	135	13	,	,	PUNCT
spir-10467	135	14	survey	survey	NOUN
spir-10467	135	15	responses	response	NOUN
spir-10467	135	16	,	,	PUNCT
spir-10467	135	17	and	and	CCONJ
spir-10467	135	18	in	in	ADP
spir-10467	135	19	-	-	PUNCT
spir-10467	135	20	depth	depth	NOUN
spir-10467	135	21	interviews	interview	NOUN
spir-10467	135	22	with	with	ADP
spir-10467	135	23	participants	participant	NOUN
spir-10467	135	24	(	(	PUNCT
spir-10467	135	25	menchen	menchen	NOUN
spir-10467	135	26	-	-	PUNCT
spir-10467	135	27	trevino	trevino	NOUN
spir-10467	135	28	,	,	PUNCT
spir-10467	135	29	2012	2012	NUM
spir-10467	135	30	;	;	PUNCT
spir-10467	135	31	menchen	menchen	NOUN
spir-10467	135	32	-	-	PUNCT
spir-10467	135	33	trevino	trevino	PROPN
spir-10467	135	34	&	&	CCONJ
spir-10467	135	35	karr	karr	PROPN
spir-10467	135	36	,	,	PUNCT
spir-10467	135	37	2012	2012	NUM
spir-10467	135	38	)	)	PUNCT
spir-10467	135	39	.	.	PUNCT
spir-10467	136	1	this	this	PRON
spir-10467	136	2	is	be	AUX
spir-10467	136	3	similar	similar	ADJ
spir-10467	136	4	to	to	ADP
spir-10467	136	5	what	what	PRON
spir-10467	136	6	i	i	PRON
spir-10467	136	7	have	have	AUX
spir-10467	136	8	discussed	discuss	VERB
spir-10467	136	9	as	as	ADP
spir-10467	136	10	the	the	DET
spir-10467	136	11	collection	collection	NOUN
spir-10467	136	12	of	of	ADP
spir-10467	136	13	vertical	vertical	ADJ
spir-10467	136	14	trace	trace	NOUN
spir-10467	136	15	data	datum	NOUN
spir-10467	136	16	,	,	PUNCT
spir-10467	136	17	but	but	CCONJ
spir-10467	136	18	focuses	focus	VERB
spir-10467	136	19	on	on	ADP
spir-10467	136	20	the	the	DET
spir-10467	136	21	research	research	NOUN
spir-10467	136	22	method	method	NOUN
spir-10467	136	23	rather	rather	ADV
spir-10467	136	24	than	than	ADP
spir-10467	136	25	the	the	DET
spir-10467	136	26	data	datum	NOUN
spir-10467	136	27	(	(	PUNCT
spir-10467	136	28	menchen	menchen	NOUN
spir-10467	136	29	-	-	PUNCT
spir-10467	136	30	trevino	trevino	NOUN
spir-10467	136	31	,	,	PUNCT
spir-10467	136	32	2013	2013	NUM
spir-10467	136	33	)	)	PUNCT
spir-10467	136	34	.	.	PUNCT
spir-10467	137	1	several	several	ADJ
spir-10467	137	2	other	other	ADJ
spir-10467	137	3	projects	project	NOUN
spir-10467	137	4	and	and	CCONJ
spir-10467	137	5	research	research	NOUN
spir-10467	137	6	groups	group	NOUN
spir-10467	137	7	,	,	PUNCT
spir-10467	137	8	discussed	discuss	VERB
spir-10467	137	9	in	in	ADP
spir-10467	137	10	detail	detail	NOUN
spir-10467	137	11	in	in	ADP
spir-10467	137	12	the	the	DET
spir-10467	137	13	full	full	ADJ
spir-10467	137	14	paper	paper	NOUN
spir-10467	137	15	,	,	PUNCT
spir-10467	137	16	use	use	VERB
spir-10467	137	17	trace	trace	NOUN
spir-10467	137	18	partnership	partnership	NOUN
spir-10467	137	19	as	as	ADP
spir-10467	137	20	a	a	DET
spir-10467	137	21	practical	practical	ADJ
spir-10467	137	22	way	way	NOUN
spir-10467	137	23	to	to	PART
spir-10467	137	24	advance	advance	VERB
spir-10467	137	25	various	various	ADJ
spir-10467	137	26	fields	field	NOUN
spir-10467	137	27	.	.	PUNCT
spir-10467	138	1	labeling	label	VERB
spir-10467	138	2	trace	trace	NOUN
spir-10467	138	3	partnership	partnership	NOUN
spir-10467	138	4	as	as	ADP
spir-10467	138	5	a	a	DET
spir-10467	138	6	methodological	methodological	ADJ
spir-10467	138	7	approach	approach	NOUN
spir-10467	138	8	provides	provide	VERB
spir-10467	138	9	a	a	DET
spir-10467	138	10	conceptual	conceptual	ADJ
spir-10467	138	11	toolkit	toolkit	NOUN
spir-10467	138	12	for	for	SCONJ
spir-10467	138	13	researchers	researcher	NOUN
spir-10467	138	14	to	to	PART
spir-10467	138	15	engage	engage	VERB
spir-10467	138	16	across	across	ADP
spir-10467	138	17	methodological	methodological	ADJ
spir-10467	138	18	divides	divide	NOUN
spir-10467	138	19	and	and	CCONJ
spir-10467	138	20	recognize	recognize	VERB
spir-10467	138	21	common	common	ADJ
spir-10467	138	22	challenges	challenge	NOUN
spir-10467	138	23	and	and	CCONJ
spir-10467	138	24	opportunities	opportunity	NOUN
spir-10467	138	25	toward	toward	ADP
spir-10467	138	26	the	the	DET
spir-10467	138	27	goal	goal	NOUN
spir-10467	138	28	of	of	ADP
spir-10467	138	29	strengthening	strengthen	VERB
spir-10467	138	30	social	social	ADJ
spir-10467	138	31	research	research	NOUN
spir-10467	138	32	in	in	ADP
spir-10467	138	33	the	the	DET
spir-10467	138	34	digital	digital	ADJ
spir-10467	138	35	era	era	NOUN
spir-10467	138	36	.	.	PUNCT
spir-10467	139	1	methodological	methodological	ADJ
spir-10467	139	2	distinctions	distinction	NOUN
spir-10467	139	3	although	although	SCONJ
spir-10467	139	4	the	the	DET
spir-10467	139	5	distinction	distinction	NOUN
spir-10467	139	6	between	between	ADP
spir-10467	139	7	quantitative	quantitative	ADJ
spir-10467	139	8	and	and	CCONJ
spir-10467	139	9	qualitative	qualitative	ADJ
spir-10467	139	10	methods	method	NOUN
spir-10467	139	11	is	be	AUX
spir-10467	139	12	important	important	ADJ
spir-10467	139	13	to	to	ADP
spir-10467	139	14	describing	describe	VERB
spir-10467	139	15	contemporary	contemporary	ADJ
spir-10467	139	16	research	research	NOUN
spir-10467	139	17	traditions	tradition	NOUN
spir-10467	139	18	(	(	PUNCT
spir-10467	139	19	see	see	VERB
spir-10467	139	20	goertz	goertz	PROPN
spir-10467	139	21	&	&	CCONJ
spir-10467	139	22	mahoney	mahoney	PROPN
spir-10467	139	23	,	,	PUNCT
spir-10467	139	24	2012	2012	NUM
spir-10467	139	25	)	)	PUNCT
spir-10467	139	26	a	a	DET
spir-10467	139	27	more	more	ADV
spir-10467	139	28	useful	useful	ADJ
spir-10467	139	29	distinction	distinction	NOUN
spir-10467	139	30	in	in	ADP
spir-10467	139	31	the	the	DET
spir-10467	139	32	context	context	NOUN
spir-10467	139	33	of	of	ADP
spir-10467	139	34	digital	digital	ADJ
spir-10467	139	35	trace	trace	NOUN
spir-10467	139	36	data	datum	NOUN
spir-10467	139	37	is	be	AUX
spir-10467	139	38	to	to	PART
spir-10467	139	39	differentiate	differentiate	VERB
spir-10467	139	40	inductive	inductive	ADJ
spir-10467	139	41	versus	versus	ADP
spir-10467	139	42	deductive	deductive	ADJ
spir-10467	139	43	approaches	approach	NOUN
spir-10467	139	44	.	.	PUNCT
spir-10467	140	1	experiments	experiment	NOUN
spir-10467	140	2	are	be	AUX
spir-10467	140	3	necessarily	necessarily	ADV
spir-10467	140	4	deductive	deductive	ADJ
spir-10467	140	5	,	,	PUNCT
spir-10467	140	6	with	with	ADP
spir-10467	140	7	pre	pre	ADJ
spir-10467	140	8	-	-	ADJ
spir-10467	140	9	defined	define	VERB
spir-10467	140	10	variables	variable	NOUN
spir-10467	140	11	and	and	CCONJ
spir-10467	140	12	methods	method	NOUN
spir-10467	140	13	resulting	result	VERB
spir-10467	140	14	in	in	ADP
spir-10467	140	15	a	a	DET
spir-10467	140	16	support	support	NOUN
spir-10467	140	17	or	or	CCONJ
spir-10467	140	18	lack	lack	NOUN
spir-10467	140	19	of	of	ADP
spir-10467	140	20	support	support	NOUN
spir-10467	140	21	for	for	ADP
spir-10467	140	22	a	a	DET
spir-10467	140	23	hypothesis	hypothesis	NOUN
spir-10467	140	24	.	.	PUNCT
spir-10467	141	1	although	although	SCONJ
spir-10467	141	2	an	an	DET
spir-10467	141	3	ethnographer	ethnographer	NOUN
spir-10467	141	4	enters	enter	VERB
spir-10467	141	5	the	the	DET
spir-10467	141	6	field	field	NOUN
spir-10467	141	7	with	with	ADP
spir-10467	141	8	particular	particular	ADJ
spir-10467	141	9	interests	interest	NOUN
spir-10467	141	10	,	,	PUNCT
spir-10467	141	11	they	they	PRON
spir-10467	141	12	often	often	ADV
spir-10467	141	13	shift	shift	VERB
spir-10467	141	14	their	their	PRON
spir-10467	141	15	inquiry	inquiry	NOUN
spir-10467	141	16	based	base	VERB
spir-10467	141	17	on	on	ADP
spir-10467	141	18	conditions	condition	NOUN
spir-10467	141	19	in	in	ADP
spir-10467	141	20	the	the	DET
spir-10467	141	21	field	field	NOUN
spir-10467	141	22	,	,	PUNCT
spir-10467	141	23	using	use	VERB
spir-10467	141	24	an	an	DET
spir-10467	141	25	inductive	inductive	ADJ
spir-10467	141	26	approach	approach	NOUN
spir-10467	141	27	.	.	PUNCT
spir-10467	142	1	trace	trace	NOUN
spir-10467	142	2	datasets	dataset	NOUN
spir-10467	142	3	,	,	PUNCT
spir-10467	142	4	which	which	PRON
spir-10467	142	5	often	often	ADV
spir-10467	142	6	contain	contain	VERB
spir-10467	142	7	textual	textual	ADJ
spir-10467	142	8	data	datum	NOUN
spir-10467	142	9	like	like	ADP
spir-10467	142	10	tweets	tweet	NOUN
spir-10467	142	11	are	be	AUX
spir-10467	142	12	frequently	frequently	ADV
spir-10467	142	13	so	so	ADV
spir-10467	142	14	large	large	ADJ
spir-10467	142	15	that	that	SCONJ
spir-10467	142	16	reading	read	VERB
spir-10467	142	17	them	they	PRON
spir-10467	142	18	is	be	AUX
spir-10467	142	19	impossible	impossible	ADJ
spir-10467	142	20	.	.	PUNCT
spir-10467	143	1	any	any	DET
spir-10467	143	2	overview	overview	NOUN
spir-10467	143	3	of	of	ADP
spir-10467	143	4	a	a	DET
spir-10467	143	5	large	large	ADJ
spir-10467	143	6	dataset	dataset	NOUN
spir-10467	143	7	is	be	AUX
spir-10467	143	8	necessarily	necessarily	ADV
spir-10467	143	9	quantitative	quantitative	ADJ
spir-10467	143	10	,	,	PUNCT
spir-10467	143	11	but	but	CCONJ
spir-10467	143	12	not	not	PART
spir-10467	143	13	necessarily	necessarily	ADV
spir-10467	143	14	deductive	deductive	ADJ
spir-10467	143	15	.	.	PUNCT
spir-10467	144	1	some	some	DET
spir-10467	144	2	quantitative	quantitative	ADJ
spir-10467	144	3	methods	method	NOUN
spir-10467	144	4	like	like	ADP
spir-10467	144	5	factor	factor	NOUN
spir-10467	144	6	analysis	analysis	NOUN
spir-10467	144	7	,	,	PUNCT
spir-10467	144	8	network	network	NOUN
spir-10467	144	9	analysis	analysis	NOUN
spir-10467	144	10	,	,	PUNCT
spir-10467	144	11	and	and	CCONJ
spir-10467	144	12	machine	machine	NOUN
spir-10467	144	13	learning	learning	NOUN
spir-10467	144	14	are	be	AUX
spir-10467	144	15	primarily	primarily	ADV
spir-10467	144	16	inductive	inductive	ADJ
spir-10467	144	17	.	.	PUNCT
spir-10467	145	1	focusing	focus	VERB
spir-10467	145	2	on	on	ADP
spir-10467	145	3	combining	combine	VERB
spir-10467	145	4	digital	digital	ADJ
spir-10467	145	5	traces	trace	NOUN
spir-10467	145	6	and	and	CCONJ
spir-10467	145	7	self	self	NOUN
spir-10467	145	8	-	-	PUNCT
spir-10467	145	9	reports	report	NOUN
spir-10467	145	10	,	,	PUNCT
spir-10467	145	11	therefore	therefore	ADV
spir-10467	145	12	,	,	PUNCT
spir-10467	145	13	does	do	AUX
spir-10467	145	14	not	not	PART
spir-10467	145	15	necessitate	necessitate	VERB
spir-10467	145	16	quantitative	quantitative	ADJ
spir-10467	145	17	or	or	CCONJ
spir-10467	145	18	qualitative	qualitative	ADJ
spir-10467	145	19	research	research	NOUN
spir-10467	145	20	alone	alone	ADV
spir-10467	145	21	.	.	PUNCT
spir-10467	146	1	it	it	PRON
spir-10467	146	2	does	do	AUX
spir-10467	146	3	,	,	PUNCT
spir-10467	146	4	however	however	ADV
spir-10467	146	5	,	,	PUNCT
spir-10467	146	6	involve	involve	VERB
spir-10467	146	7	an	an	DET
spir-10467	146	8	inductive	inductive	ADJ
spir-10467	146	9	approach	approach	NOUN
spir-10467	146	10	,	,	PUNCT
spir-10467	146	11	particularly	particularly	ADV
spir-10467	146	12	as	as	ADP
spir-10467	146	13	relating	relate	VERB
spir-10467	146	14	traces	trace	NOUN
spir-10467	146	15	to	to	ADP
spir-10467	146	16	self	self	NOUN
spir-10467	146	17	-	-	PUNCT
spir-10467	146	18	reports	report	NOUN
spir-10467	146	19	involves	involve	VERB
spir-10467	146	20	a	a	DET
spir-10467	146	21	process	process	NOUN
spir-10467	146	22	of	of	ADP
spir-10467	146	23	triangulation	triangulation	NOUN
spir-10467	146	24	and	and	CCONJ
spir-10467	146	25	identification	identification	NOUN
spir-10467	146	26	of	of	ADP
spir-10467	146	27	complementarities	complementarity	NOUN
spir-10467	146	28	(	(	PUNCT
spir-10467	146	29	blok	blok	PROPN
spir-10467	146	30	&	&	CCONJ
spir-10467	146	31	pedersen	pedersen	PROPN
spir-10467	146	32	,	,	PUNCT
spir-10467	146	33	2014	2014	NUM
spir-10467	146	34	)	)	PUNCT
spir-10467	146	35	.	.	PUNCT
spir-10467	147	1	to	to	ADP
spir-10467	147	2	the	the	DET
spir-10467	147	3	extent	extent	NOUN
spir-10467	147	4	that	that	SCONJ
spir-10467	147	5	the	the	DET
spir-10467	147	6	digital	digital	ADJ
spir-10467	147	7	traces	trace	NOUN
spir-10467	147	8	collected	collect	VERB
spir-10467	147	9	for	for	ADP
spir-10467	147	10	a	a	DET
spir-10467	147	11	project	project	NOUN
spir-10467	147	12	are	be	AUX
spir-10467	147	13	too	too	ADV
spir-10467	147	14	numerous	numerous	ADJ
spir-10467	147	15	to	to	PART
spir-10467	147	16	examine	examine	VERB
spir-10467	147	17	with	with	ADP
spir-10467	147	18	qualitative	qualitative	ADJ
spir-10467	147	19	methods	method	NOUN
spir-10467	147	20	alone	alone	ADV
spir-10467	147	21	,	,	PUNCT
spir-10467	147	22	and	and	CCONJ
spir-10467	147	23	this	this	PRON
spir-10467	147	24	is	be	AUX
spir-10467	147	25	usually	usually	ADV
spir-10467	147	26	the	the	DET
spir-10467	147	27	case	case	NOUN
spir-10467	147	28	,	,	PUNCT
spir-10467	147	29	a	a	DET
spir-10467	147	30	trace	trace	NOUN
spir-10467	147	31	partnership	partnership	NOUN
spir-10467	147	32	does	do	AUX
spir-10467	147	33	require	require	VERB
spir-10467	147	34	quantitative	quantitative	ADJ
spir-10467	147	35	methods	method	NOUN
spir-10467	147	36	.	.	PUNCT
spir-10467	148	1	while	while	SCONJ
spir-10467	148	2	quantitative	quantitative	ADJ
spir-10467	148	3	inductive	inductive	ADJ
spir-10467	148	4	work	work	NOUN
spir-10467	148	5	is	be	AUX
spir-10467	148	6	necessary	necessary	ADJ
spir-10467	148	7	,	,	PUNCT
spir-10467	148	8	it	it	PRON
spir-10467	148	9	could	could	AUX
spir-10467	148	10	be	be	AUX
spir-10467	148	11	part	part	NOUN
spir-10467	148	12	of	of	ADP
spir-10467	148	13	an	an	DET
spir-10467	148	14	otherwise	otherwise	ADV
spir-10467	148	15	qualitative	qualitative	ADJ
spir-10467	148	16	approach	approach	NOUN
spir-10467	148	17	,	,	PUNCT
spir-10467	148	18	e.g.	e.g.	ADV
spir-10467	148	19	incorporating	incorporate	VERB
spir-10467	148	20	web	web	NOUN
spir-10467	148	21	browsing	browse	VERB
spir-10467	148	22	history	history	NOUN
spir-10467	148	23	log	log	VERB
spir-10467	148	24	analysis	analysis	NOUN
spir-10467	148	25	into	into	ADP
spir-10467	148	26	an	an	DET
spir-10467	148	27	ethnography	ethnography	NOUN
spir-10467	148	28	of	of	ADP
spir-10467	148	29	digital	digital	ADJ
spir-10467	148	30	journalists	journalist	NOUN
spir-10467	148	31	,	,	PUNCT
spir-10467	148	32	or	or	CCONJ
spir-10467	148	33	a	a	DET
spir-10467	148	34	quantitative	quantitative	ADJ
spir-10467	148	35	approach	approach	NOUN
spir-10467	148	36	,	,	PUNCT
spir-10467	148	37	such	such	ADJ
spir-10467	148	38	as	as	ADP
spir-10467	148	39	a	a	DET
spir-10467	148	40	survey	survey	NOUN
spir-10467	148	41	of	of	ADP
spir-10467	148	42	internet	internet	NOUN
spir-10467	148	43	users	user	NOUN
spir-10467	148	44	.	.	PUNCT
spir-10467	149	1	partnership	partnership	NOUN
spir-10467	149	2	through	through	ADP
spir-10467	149	3	informed	informed	ADJ
spir-10467	149	4	consent	consent	NOUN
spir-10467	149	5	it	it	PRON
spir-10467	149	6	is	be	AUX
spir-10467	149	7	essential	essential	ADJ
spir-10467	149	8	that	that	SCONJ
spir-10467	149	9	social	social	ADJ
spir-10467	149	10	researchers	researcher	NOUN
spir-10467	149	11	distinguish	distinguish	VERB
spir-10467	149	12	themselves	themselves	PRON
spir-10467	149	13	from	from	ADP
spir-10467	149	14	corporations	corporation	NOUN
spir-10467	149	15	and	and	CCONJ
spir-10467	149	16	governments	government	NOUN
spir-10467	149	17	plying	ply	VERB
spir-10467	149	18	uninformed	uninformed	ADJ
spir-10467	149	19	consent	consent	NOUN
spir-10467	149	20	,	,	PUNCT
spir-10467	149	21	or	or	CCONJ
spir-10467	149	22	no	no	DET
spir-10467	149	23	consent	consent	NOUN
spir-10467	149	24	at	at	ADV
spir-10467	149	25	all	all	ADV
spir-10467	149	26	,	,	PUNCT
spir-10467	149	27	from	from	ADP
spir-10467	149	28	individuals	individual	NOUN
spir-10467	149	29	to	to	PART
spir-10467	149	30	collect	collect	VERB
spir-10467	149	31	their	their	PRON
spir-10467	149	32	digital	digital	ADJ
spir-10467	149	33	traces	trace	NOUN
spir-10467	149	34	.	.	PUNCT
spir-10467	150	1	this	this	PRON
spir-10467	150	2	means	mean	VERB
spir-10467	150	3	that	that	SCONJ
spir-10467	150	4	researchers	researcher	NOUN
spir-10467	150	5	need	need	VERB
spir-10467	150	6	to	to	PART
spir-10467	150	7	be	be	AUX
spir-10467	150	8	public	public	ADJ
spir-10467	150	9	educators	educator	NOUN
spir-10467	150	10	,	,	PUNCT
spir-10467	150	11	and	and	CCONJ
spir-10467	150	12	risk	risk	NOUN
spir-10467	150	13	scaring	scare	VERB
spir-10467	150	14	away	away	ADV
spir-10467	150	15	some	some	DET
spir-10467	150	16	participants	participant	NOUN
spir-10467	150	17	by	by	ADP
spir-10467	150	18	educating	educate	VERB
spir-10467	150	19	them	they	PRON
spir-10467	150	20	about	about	ADP
spir-10467	150	21	what	what	PRON
spir-10467	150	22	the	the	DET
spir-10467	150	23	data	datum	NOUN
spir-10467	150	24	they	they	PRON
spir-10467	150	25	are	be	AUX
spir-10467	150	26	asking	ask	VERB
spir-10467	150	27	them	they	PRON
spir-10467	150	28	for	for	ADP
spir-10467	150	29	can	can	AUX
spir-10467	150	30	actually	actually	ADV
spir-10467	150	31	contains	contain	VERB
spir-10467	150	32	.	.	PUNCT
spir-10467	151	1	this	this	PRON
spir-10467	151	2	is	be	AUX
spir-10467	151	3	the	the	DET
spir-10467	151	4	only	only	ADJ
spir-10467	151	5	long	long	ADJ
spir-10467	151	6	-	-	PUNCT
spir-10467	151	7	term	term	NOUN
spir-10467	151	8	sustainable	sustainable	ADJ
spir-10467	151	9	path	path	NOUN
spir-10467	151	10	forward	forward	ADV
spir-10467	151	11	for	for	ADP
spir-10467	151	12	social	social	ADJ
spir-10467	151	13	researchers	researcher	NOUN
spir-10467	151	14	collecting	collect	VERB
spir-10467	151	15	digital	digital	ADJ
spir-10467	151	16	traces	trace	NOUN
spir-10467	151	17	,	,	PUNCT
spir-10467	151	18	and	and	CCONJ
spir-10467	151	19	allies	ally	NOUN
spir-10467	151	20	researchers	researcher	NOUN
spir-10467	151	21	with	with	ADP
spir-10467	151	22	the	the	DET
spir-10467	151	23	public	public	ADJ
spir-10467	151	24	interest	interest	NOUN
spir-10467	151	25	in	in	ADP
spir-10467	151	26	the	the	DET
spir-10467	151	27	right	right	NOUN
spir-10467	151	28	to	to	PART
spir-10467	151	29	access	access	VERB
spir-10467	151	30	their	their	PRON
spir-10467	151	31	own	own	ADJ
spir-10467	151	32	data	datum	NOUN
spir-10467	151	33	.	.	PUNCT
spir-10467	152	1	the	the	DET
spir-10467	152	2	full	full	ADJ
spir-10467	152	3	paper	paper	NOUN
spir-10467	152	4	offers	offer	VERB
spir-10467	152	5	practical	practical	ADJ
spir-10467	152	6	information	information	NOUN
spir-10467	152	7	visualization	visualization	NOUN
spir-10467	152	8	techniques	technique	NOUN
spir-10467	152	9	for	for	ADP
spir-10467	152	10	better	well	ADV
spir-10467	152	11	informing	inform	VERB
spir-10467	152	12	the	the	DET
spir-10467	152	13	consent	consent	NOUN
spir-10467	152	14	process	process	NOUN
spir-10467	152	15	for	for	ADP
spir-10467	152	16	digital	digital	ADJ
spir-10467	152	17	traces	trace	NOUN
spir-10467	152	18	to	to	PART
spir-10467	152	19	make	make	VERB
spir-10467	152	20	the	the	DET
spir-10467	152	21	partnership	partnership	NOUN
spir-10467	152	22	between	between	ADP
spir-10467	152	23	users	user	NOUN
spir-10467	152	24	and	and	CCONJ
spir-10467	152	25	researchers	researcher	NOUN
spir-10467	152	26	meaningful	meaningful	ADJ
spir-10467	152	27	.	.	PUNCT
spir-10467	153	1	references	reference	NOUN
spir-10467	153	2	blok	blok	PROPN
spir-10467	153	3	,	,	PUNCT
spir-10467	153	4	a.	a.	PROPN
spir-10467	153	5	,	,	PUNCT
spir-10467	153	6	&	&	CCONJ
spir-10467	153	7	pedersen	pedersen	PROPN
spir-10467	153	8	,	,	PUNCT
spir-10467	153	9	m.	m.	NOUN
spir-10467	153	10	a.	a.	NOUN
spir-10467	153	11	(	(	PUNCT
spir-10467	153	12	2014	2014	NUM
spir-10467	153	13	)	)	PUNCT
spir-10467	153	14	.	.	PUNCT
spir-10467	154	1	complementary	complementary	ADJ
spir-10467	154	2	social	social	ADJ
spir-10467	154	3	science	science	NOUN
spir-10467	154	4	?	?	PUNCT
spir-10467	155	1	quali	quali	ADJ
spir-10467	155	2	-	-	ADJ
spir-10467	155	3	quantitative	quantitative	ADJ
spir-10467	155	4	experiments	experiment	NOUN
spir-10467	155	5	in	in	ADP
spir-10467	155	6	a	a	DET
spir-10467	155	7	big	big	ADJ
spir-10467	155	8	data	data	NOUN
spir-10467	155	9	world	world	NOUN
spir-10467	155	10	.	.	PUNCT
spir-10467	156	1	big	big	ADJ
spir-10467	156	2	data	datum	NOUN
spir-10467	156	3	&	&	CCONJ
spir-10467	156	4	society	society	NOUN
spir-10467	156	5	,	,	PUNCT
spir-10467	156	6	1(2	1(2	NUM
spir-10467	156	7	)	)	PUNCT
spir-10467	156	8	,	,	PUNCT
spir-10467	156	9	2053951714543908	2053951714543908	NUM
spir-10467	156	10	.	.	PUNCT
spir-10467	157	1	https://doi.org/10.1177/2053951714543908	https://doi.org/10.1177/2053951714543908	PRON
spir-10467	157	2	dvir	dvir	NOUN
spir-10467	157	3	-	-	PUNCT
spir-10467	157	4	gvirsman	gvirsman	NOUN
spir-10467	157	5	,	,	PUNCT
spir-10467	157	6	s.	s.	PROPN
spir-10467	157	7	,	,	PUNCT
spir-10467	157	8	tsfati	tsfati	PROPN
spir-10467	157	9	,	,	PUNCT
spir-10467	157	10	y.	y.	PROPN
spir-10467	157	11	,	,	PUNCT
spir-10467	157	12	&	&	CCONJ
spir-10467	157	13	menchen	menchen	PROPN
spir-10467	157	14	-	-	PUNCT
spir-10467	157	15	trevino	trevino	PROPN
spir-10467	157	16	,	,	PUNCT
spir-10467	157	17	e.	e.	PROPN
spir-10467	157	18	(	(	PUNCT
spir-10467	157	19	2014	2014	NUM
spir-10467	157	20	)	)	PUNCT
spir-10467	157	21	.	.	PUNCT
spir-10467	158	1	the	the	DET
spir-10467	158	2	extent	extent	NOUN
spir-10467	158	3	and	and	CCONJ
spir-10467	158	4	nature	nature	NOUN
spir-10467	158	5	of	of	ADP
spir-10467	158	6	ideological	ideological	ADJ
spir-10467	158	7	selective	selective	ADJ
spir-10467	158	8	exposure	exposure	NOUN
spir-10467	158	9	online	online	ADV
spir-10467	158	10	:	:	PUNCT
spir-10467	158	11	combining	combine	VERB
spir-10467	158	12	survey	survey	NOUN
spir-10467	158	13	responses	response	NOUN
spir-10467	158	14	with	with	ADP
spir-10467	158	15	actual	actual	ADJ
spir-10467	158	16	web	web	NOUN
spir-10467	158	17	log	log	NOUN
spir-10467	158	18	data	datum	NOUN
spir-10467	158	19	from	from	ADP
spir-10467	158	20	the	the	DET
spir-10467	158	21	2013	2013	NUM
spir-10467	158	22	israeli	israeli	ADJ
spir-10467	158	23	elections	election	NOUN
spir-10467	158	24	.	.	PUNCT
spir-10467	159	1	new	new	ADJ
spir-10467	159	2	media	medium	NOUN
spir-10467	159	3	&	&	CCONJ
spir-10467	159	4	society	society	NOUN
spir-10467	159	5	.	.	PUNCT
spir-10467	160	1	https://doi.org/10.1177/1461444814549041	https://doi.org/10.1177/1461444814549041	PROPN
spir-10467	160	2	feldman	feldman	PROPN
spir-10467	160	3	,	,	PUNCT
spir-10467	160	4	l.	l.	PROPN
spir-10467	160	5	,	,	PUNCT
spir-10467	160	6	stroud	stroud	PROPN
spir-10467	160	7	,	,	PUNCT
spir-10467	160	8	n.	n.	PROPN
spir-10467	160	9	j.	j.	PROPN
spir-10467	160	10	,	,	PUNCT
spir-10467	160	11	bimber	bimber	PROPN
spir-10467	160	12	,	,	PUNCT
spir-10467	160	13	b.	b.	PROPN
spir-10467	160	14	,	,	PUNCT
spir-10467	160	15	&	&	CCONJ
spir-10467	160	16	wojcieszak	wojcieszak	NOUN
spir-10467	160	17	,	,	PUNCT
spir-10467	160	18	m.	m.	NOUN
spir-10467	160	19	(	(	PUNCT
spir-10467	160	20	2013	2013	NUM
spir-10467	160	21	)	)	PUNCT
spir-10467	160	22	.	.	PUNCT
spir-10467	161	1	assessing	assess	VERB
spir-10467	161	2	selective	selective	ADJ
spir-10467	161	3	exposure	exposure	NOUN
spir-10467	161	4	in	in	ADP
spir-10467	161	5	experiments	experiment	NOUN
spir-10467	161	6	:	:	PUNCT
spir-10467	161	7	the	the	DET
spir-10467	161	8	implications	implication	NOUN
spir-10467	161	9	of	of	ADP
spir-10467	161	10	different	different	ADJ
spir-10467	161	11	methodological	methodological	ADJ
spir-10467	161	12	choices	choice	NOUN
spir-10467	161	13	.	.	PUNCT
spir-10467	162	1	communication	communication	NOUN
spir-10467	162	2	methods	method	NOUN
spir-10467	162	3	and	and	CCONJ
spir-10467	162	4	measures	measure	NOUN
spir-10467	162	5	,	,	PUNCT
spir-10467	162	6	7(3	7(3	NUM
spir-10467	162	7	-	-	SYM
spir-10467	162	8	4	4	NUM
spir-10467	162	9	)	)	PUNCT
spir-10467	162	10	,	,	PUNCT
spir-10467	162	11	172–194	172–194	NUM
spir-10467	162	12	.	.	PUNCT
spir-10467	163	1	https://doi.org/10.1080/19312458.2013.813923	https://doi.org/10.1080/19312458.2013.813923	PROPN
spir-10467	163	2	goertz	goertz	PROPN
spir-10467	163	3	,	,	PUNCT
spir-10467	163	4	g.	g.	PROPN
spir-10467	163	5	,	,	PUNCT
spir-10467	163	6	&	&	CCONJ
spir-10467	163	7	mahoney	mahoney	PROPN
spir-10467	163	8	,	,	PUNCT
spir-10467	163	9	j.	j.	PROPN
spir-10467	163	10	(	(	PUNCT
spir-10467	163	11	2012	2012	NUM
spir-10467	163	12	)	)	PUNCT
spir-10467	163	13	.	.	PUNCT
spir-10467	164	1	a	a	DET
spir-10467	164	2	tale	tale	NOUN
spir-10467	164	3	of	of	ADP
spir-10467	164	4	two	two	NUM
spir-10467	164	5	cultures	culture	NOUN
spir-10467	164	6	 	 	SPACE
spir-10467	164	7	:	:	PUNCT
spir-10467	164	8	qualitative	qualitative	ADJ
spir-10467	164	9	and	and	CCONJ
spir-10467	164	10	quantitative	quantitative	ADJ
spir-10467	164	11	research	research	NOUN
spir-10467	164	12	in	in	ADP
spir-10467	164	13	the	the	DET
spir-10467	164	14	social	social	ADJ
spir-10467	164	15	sciences	sciences	PROPN
spir-10467	164	16	.	.	PUNCT
spir-10467	165	1	princeton	princeton	PROPN
spir-10467	165	2	,	,	PUNCT
spir-10467	165	3	n.j	n.j	PROPN
spir-10467	165	4	.	.	PROPN
spir-10467	165	5	:	:	PUNCT
spir-10467	166	1	princeton	princeton	PROPN
spir-10467	166	2	university	university	PROPN
spir-10467	166	3	press	press	NOUN
spir-10467	166	4	.	.	PUNCT
spir-10467	167	1	hart	hart	PROPN
spir-10467	167	2	,	,	PUNCT
spir-10467	167	3	w.	w.	PROPN
spir-10467	167	4	,	,	PUNCT
spir-10467	167	5	albarrac	albarrac	PROPN
spir-10467	167	6	n	n	CCONJ
spir-10467	167	7	,	,	PUNCT
spir-10467	167	8	d.	d.	PROPN
spir-10467	167	9	,	,	PUNCT
spir-10467	167	10	eagly	eagly	ADV
spir-10467	167	11	,	,	PUNCT
spir-10467	167	12	a.	a.	PROPN
spir-10467	167	13	h.	h.	PROPN
spir-10467	167	14	,	,	PUNCT
spir-10467	167	15	brechan	brechan	PROPN
spir-10467	167	16	,	,	PUNCT
spir-10467	167	17	i.	i.	PROPN
spir-10467	167	18	,	,	PUNCT
spir-10467	167	19	lindberg	lindberg	PROPN
spir-10467	167	20	,	,	PUNCT
spir-10467	167	21	m.	m.	NOUN
spir-10467	167	22	j.	j.	PROPN
spir-10467	167	23	,	,	PUNCT
spir-10467	167	24	&	&	CCONJ
spir-10467	167	25	merrill	merrill	PROPN
spir-10467	167	26	,	,	PUNCT
spir-10467	167	27	l.	l.	PROPN
spir-10467	167	28	(	(	PUNCT
spir-10467	167	29	2009	2009	NUM
spir-10467	167	30	)	)	PUNCT
spir-10467	167	31	.	.	PUNCT
spir-10467	168	1	feeling	feel	VERB
spir-10467	168	2	validated	validate	VERB
spir-10467	168	3	versus	versus	ADP
spir-10467	168	4	being	be	AUX
spir-10467	168	5	correct	correct	ADJ
spir-10467	168	6	:	:	PUNCT
spir-10467	168	7	a	a	DET
spir-10467	168	8	meta	meta	ADJ
spir-10467	168	9	-	-	PUNCT
spir-10467	168	10	analysis	analysis	NOUN
spir-10467	168	11	of	of	ADP
spir-10467	168	12	selective	selective	ADJ
spir-10467	168	13	exposure	exposure	NOUN
spir-10467	168	14	to	to	ADP
spir-10467	168	15	information	information	NOUN
spir-10467	168	16	.	.	PUNCT
spir-10467	169	1	psychological	psychological	ADJ
spir-10467	169	2	bulletin	bulletin	NOUN
spir-10467	169	3	,	,	PUNCT
spir-10467	169	4	135(4	135(4	NUM
spir-10467	169	5	)	)	PUNCT
spir-10467	169	6	,	,	PUNCT
spir-10467	169	7	555–588	555–588	NUM
spir-10467	169	8	.	.	PUNCT
spir-10467	170	1	menchen	menchen	NOUN
spir-10467	170	2	-	-	PUNCT
spir-10467	170	3	trevino	trevino	PROPN
spir-10467	170	4	,	,	PUNCT
spir-10467	170	5	e.	e.	PROPN
spir-10467	170	6	(	(	PUNCT
spir-10467	170	7	2012	2012	NUM
spir-10467	170	8	,	,	PUNCT
spir-10467	170	9	december	december	PROPN
spir-10467	170	10	)	)	PUNCT
spir-10467	170	11	.	.	PUNCT
spir-10467	171	1	partisans	partisan	NOUN
spir-10467	171	2	and	and	CCONJ
spir-10467	171	3	dropouts	dropout	NOUN
spir-10467	171	4	?	?	PUNCT
spir-10467	171	5	:	:	PUNCT
spir-10467	172	1	news	news	NOUN
spir-10467	172	2	filtering	filtering	NOUN
spir-10467	172	3	in	in	ADP
spir-10467	172	4	the	the	DET
spir-10467	172	5	contemporary	contemporary	ADJ
spir-10467	172	6	media	medium	NOUN
spir-10467	172	7	environment	environment	NOUN
spir-10467	172	8	.	.	PUNCT
spir-10467	173	1	northwestern	northwestern	PROPN
spir-10467	173	2	university	university	PROPN
spir-10467	173	3	,	,	PUNCT
spir-10467	173	4	evanston	evanston	PROPN
spir-10467	173	5	,	,	PUNCT
spir-10467	173	6	illinois	illinois	PROPN
spir-10467	173	7	.	.	PUNCT
spir-10467	174	1	menchen	menchen	PROPN
spir-10467	174	2	-	-	PUNCT
spir-10467	174	3	trevino	trevino	PROPN
spir-10467	174	4	,	,	PUNCT
spir-10467	174	5	e.	e.	PROPN
spir-10467	174	6	(	(	PUNCT
spir-10467	174	7	2013	2013	NUM
spir-10467	174	8	)	)	PUNCT
spir-10467	174	9	.	.	PUNCT
spir-10467	175	1	collecting	collect	VERB
spir-10467	175	2	vertical	vertical	ADJ
spir-10467	175	3	trace	trace	NOUN
spir-10467	175	4	data	datum	NOUN
spir-10467	175	5	:	:	PUNCT
spir-10467	175	6	big	big	ADJ
spir-10467	175	7	possibilities	possibility	NOUN
spir-10467	175	8	and	and	CCONJ
spir-10467	175	9	big	big	ADJ
spir-10467	175	10	challenges	challenge	NOUN
spir-10467	175	11	for	for	ADP
spir-10467	175	12	multi	multi	ADJ
spir-10467	175	13	-	-	ADJ
spir-10467	175	14	method	method	ADJ
spir-10467	175	15	research	research	NOUN
spir-10467	175	16	.	.	PUNCT
spir-10467	176	1	policy	policy	NOUN
spir-10467	176	2	&	&	CCONJ
spir-10467	176	3	internet	internet	NOUN
spir-10467	176	4	,	,	PUNCT
spir-10467	176	5	5(3	5(3	NUM
spir-10467	176	6	)	)	PUNCT
spir-10467	176	7	,	,	PUNCT
spir-10467	176	8	328–339	328–339	NUM
spir-10467	176	9	.	.	PUNCT
spir-10467	177	1	https://doi.org/10.1002/1944-2866.poi336	https://doi.org/10.1002/1944-2866.poi336	PROPN
spir-10467	177	2	menchen	menchen	NOUN
spir-10467	177	3	-	-	PUNCT
spir-10467	177	4	trevino	trevino	PROPN
spir-10467	177	5	,	,	PUNCT
spir-10467	177	6	e.	e.	PROPN
spir-10467	177	7	,	,	PUNCT
spir-10467	177	8	&	&	CCONJ
spir-10467	177	9	karr	karr	PROPN
spir-10467	177	10	,	,	PUNCT
spir-10467	177	11	c.	c.	PROPN
spir-10467	177	12	(	(	PUNCT
spir-10467	177	13	2012	2012	NUM
spir-10467	177	14	)	)	PUNCT
spir-10467	177	15	.	.	PUNCT
spir-10467	178	1	researching	research	VERB
spir-10467	178	2	real	real	ADJ
spir-10467	178	3	-	-	PUNCT
spir-10467	178	4	world	world	NOUN
spir-10467	178	5	web	web	NOUN
spir-10467	178	6	use	use	NOUN
spir-10467	178	7	with	with	ADP
spir-10467	178	8	roxy	roxy	PROPN
spir-10467	178	9	:	:	PUNCT
spir-10467	178	10	collecting	collect	VERB
spir-10467	178	11	observational	observational	ADJ
spir-10467	178	12	web	web	NOUN
spir-10467	178	13	data	datum	NOUN
spir-10467	178	14	with	with	ADP
spir-10467	178	15	informed	informed	ADJ
spir-10467	178	16	consent	consent	NOUN
spir-10467	178	17	.	.	PUNCT
spir-10467	179	1	journal	journal	NOUN
spir-10467	179	2	of	of	ADP
spir-10467	179	3	information	information	NOUN
spir-10467	179	4	technology	technology	PROPN
spir-10467	179	5	&	&	CCONJ
spir-10467	179	6	politics	politic	NOUN
spir-10467	179	7	,	,	PUNCT
spir-10467	179	8	9(3	9(3	NUM
spir-10467	179	9	)	)	PUNCT
spir-10467	179	10	,	,	PUNCT
spir-10467	179	11	254–68	254–68	NUM
spir-10467	179	12	.	.	PUNCT
spir-10467	180	1	https://doi.org/10.1080/19331681.2012.664966	https://doi.org/10.1080/19331681.2012.664966	X
spir-10467	181	1	sears	sears	PROPN
spir-10467	181	2	,	,	PUNCT
spir-10467	181	3	d.	d.	PROPN
spir-10467	181	4	o.	o.	PROPN
spir-10467	181	5	,	,	PUNCT
spir-10467	181	6	&	&	CCONJ
spir-10467	181	7	freedman	freedman	PROPN
spir-10467	181	8	,	,	PUNCT
spir-10467	181	9	j.	j.	PROPN
spir-10467	181	10	l.	l.	PROPN
spir-10467	181	11	(	(	PUNCT
spir-10467	181	12	1967	1967	NUM
spir-10467	181	13	)	)	PUNCT
spir-10467	181	14	.	.	PUNCT
spir-10467	182	1	selective	selective	ADJ
spir-10467	182	2	exposure	exposure	NOUN
spir-10467	182	3	to	to	ADP
spir-10467	182	4	information	information	NOUN
spir-10467	182	5	:	:	PUNCT
spir-10467	182	6	a	a	DET
spir-10467	182	7	critical	critical	ADJ
spir-10467	182	8	review	review	NOUN
spir-10467	182	9	.	.	PUNCT
spir-10467	183	1	public	public	ADJ
spir-10467	183	2	opinion	opinion	NOUN
spir-10467	183	3	quarterly	quarterly	ADV
spir-10467	183	4	,	,	PUNCT
spir-10467	183	5	31(2	31(2	NUM
spir-10467	183	6	)	)	PUNCT
spir-10467	183	7	,	,	PUNCT
spir-10467	183	8	194–213	194–213	NUM
spir-10467	183	9	.	.	PUNCT
spir-10467	183	10	theoretical	theoretical	ADJ
spir-10467	183	11	purchase	purchase	NOUN
spir-10467	183	12	from	from	ADP
spir-10467	183	13	“	"	PUNCT
spir-10467	183	14	audience	audience	NOUN
spir-10467	183	15	centric	centric	ADJ
spir-10467	183	16	logs	log	NOUN
spir-10467	183	17	”	"	PUNCT
spir-10467	183	18	harsh	harsh	ADJ
spir-10467	183	19	taneja	taneja	PROPN
spir-10467	183	20	university	university	PROPN
spir-10467	183	21	of	of	ADP
spir-10467	183	22	illinois	illinois	PROPN
spir-10467	183	23	urbana	urbana	PROPN
spir-10467	183	24	-	-	PUNCT
spir-10467	183	25	champaign	champaign	PROPN
spir-10467	183	26	angela	angela	PROPN
spir-10467	183	27	xiao	xiao	PROPN
spir-10467	183	28	wu	wu	PROPN
spir-10467	183	29	new	new	PROPN
spir-10467	183	30	york	york	PROPN
spir-10467	183	31	university	university	PROPN
spir-10467	183	32	in	in	ADP
spir-10467	183	33	this	this	DET
spir-10467	183	34	abstract	abstract	NOUN
spir-10467	183	35	,	,	PUNCT
spir-10467	183	36	i	i	PRON
spir-10467	183	37	introduce	introduce	VERB
spir-10467	183	38	“	"	PUNCT
spir-10467	183	39	audience	audience	NOUN
spir-10467	183	40	centric	centric	NOUN
spir-10467	183	41	log	log	NOUN
spir-10467	183	42	data	datum	NOUN
spir-10467	183	43	,	,	PUNCT
spir-10467	183	44	”	"	PUNCT
spir-10467	183	45	a	a	DET
spir-10467	183	46	class	class	NOUN
spir-10467	183	47	of	of	ADP
spir-10467	183	48	log	log	NOUN
spir-10467	183	49	data	datum	NOUN
spir-10467	183	50	provided	provide	VERB
spir-10467	183	51	by	by	ADP
spir-10467	183	52	commercial	commercial	ADJ
spir-10467	183	53	audience	audience	NOUN
spir-10467	183	54	measurement	measurement	NOUN
spir-10467	183	55	companies	company	NOUN
spir-10467	183	56	.	.	PUNCT
spir-10467	184	1	first	first	ADV
spir-10467	184	2	,	,	PUNCT
spir-10467	184	3	i	i	PRON
spir-10467	184	4	acknowledge	acknowledge	VERB
spir-10467	184	5	the	the	DET
spir-10467	184	6	turn	turn	NOUN
spir-10467	184	7	in	in	ADP
spir-10467	184	8	internet	internet	NOUN
spir-10467	184	9	research	research	NOUN
spir-10467	184	10	towards	towards	ADP
spir-10467	184	11	“	"	PUNCT
spir-10467	184	12	log	log	PROPN
spir-10467	184	13	data	datum	NOUN
spir-10467	184	14	”	"	PUNCT
spir-10467	184	15	and	and	CCONJ
spir-10467	184	16	note	note	VERB
spir-10467	184	17	some	some	PRON
spir-10467	184	18	of	of	ADP
spir-10467	184	19	their	their	PRON
spir-10467	184	20	limitations	limitation	NOUN
spir-10467	184	21	.	.	PUNCT
spir-10467	185	1	then	then	ADV
spir-10467	185	2	i	i	PRON
spir-10467	185	3	focus	focus	VERB
spir-10467	185	4	on	on	ADP
spir-10467	185	5	audience	audience	NOUN
spir-10467	185	6	centric	centric	NOUN
spir-10467	185	7	log	log	NOUN
spir-10467	185	8	data	datum	NOUN
spir-10467	185	9	and	and	CCONJ
spir-10467	185	10	demonstrate	demonstrate	VERB
spir-10467	185	11	how	how	SCONJ
spir-10467	185	12	they	they	PRON
spir-10467	185	13	combine	combine	VERB
spir-10467	185	14	essential	essential	ADJ
spir-10467	185	15	characteristics	characteristic	NOUN
spir-10467	185	16	of	of	ADP
spir-10467	185	17	both	both	DET
spir-10467	185	18	surveys	survey	NOUN
spir-10467	185	19	and	and	CCONJ
spir-10467	185	20	log	log	VERB
spir-10467	185	21	data	datum	NOUN
spir-10467	185	22	.	.	PUNCT
spir-10467	186	1	i	i	PRON
spir-10467	186	2	conclude	conclude	VERB
spir-10467	186	3	with	with	ADP
spir-10467	186	4	an	an	DET
spir-10467	186	5	overview	overview	NOUN
spir-10467	186	6	of	of	ADP
spir-10467	186	7	some	some	DET
spir-10467	186	8	specific	specific	ADJ
spir-10467	186	9	usage	usage	NOUN
spir-10467	186	10	measures	measure	NOUN
spir-10467	186	11	that	that	PRON
spir-10467	186	12	these	these	DET
spir-10467	186	13	data	datum	NOUN
spir-10467	186	14	capture	capture	VERB
spir-10467	186	15	and	and	CCONJ
spir-10467	186	16	how	how	SCONJ
spir-10467	186	17	through	through	ADP
spir-10467	186	18	relational	relational	ADJ
spir-10467	186	19	techniques	technique	NOUN
spir-10467	186	20	such	such	ADJ
spir-10467	186	21	as	as	ADP
spir-10467	186	22	social	social	ADJ
spir-10467	186	23	network	network	NOUN
spir-10467	186	24	analysis	analysis	NOUN
spir-10467	186	25	scholars	scholar	NOUN
spir-10467	186	26	can	can	AUX
spir-10467	186	27	harness	harness	VERB
spir-10467	186	28	these	these	PRON
spir-10467	186	29	to	to	PART
spir-10467	186	30	advance	advance	VERB
spir-10467	186	31	internet	internet	NOUN
spir-10467	186	32	research	research	NOUN
spir-10467	186	33	.	.	PUNCT
spir-10467	187	1	the	the	DET
spir-10467	187	2	presentation	presentation	NOUN
spir-10467	187	3	will	will	AUX
spir-10467	187	4	elaborate	elaborate	VERB
spir-10467	187	5	on	on	ADP
spir-10467	187	6	ideas	idea	NOUN
spir-10467	187	7	discussed	discuss	VERB
spir-10467	187	8	in	in	ADP
spir-10467	187	9	this	this	DET
spir-10467	187	10	note	note	NOUN
spir-10467	187	11	with	with	ADP
spir-10467	187	12	examples	example	NOUN
spir-10467	187	13	from	from	ADP
spir-10467	187	14	empirical	empirical	ADJ
spir-10467	187	15	studies	study	NOUN
spir-10467	187	16	conducted	conduct	VERB
spir-10467	187	17	by	by	ADP
spir-10467	187	18	the	the	DET
spir-10467	187	19	author(s	author(s	NOUN
spir-10467	187	20	)	)	PUNCT
spir-10467	187	21	and	and	CCONJ
spir-10467	187	22	their	their	PRON
spir-10467	187	23	collaborators	collaborator	NOUN
spir-10467	187	24	in	in	ADP
spir-10467	187	25	the	the	DET
spir-10467	187	26	last	last	ADJ
spir-10467	187	27	five	five	NUM
spir-10467	187	28	years	year	NOUN
spir-10467	187	29	.	.	PUNCT
spir-10467	188	1	“	"	PUNCT
spir-10467	188	2	big	big	ADJ
spir-10467	188	3	data	datum	NOUN
spir-10467	188	4	”	"	PUNCT
spir-10467	188	5	now	now	ADV
spir-10467	188	6	attract	attract	VERB
spir-10467	188	7	significant	significant	ADJ
spir-10467	188	8	scholarly	scholarly	ADJ
spir-10467	188	9	interest	interest	NOUN
spir-10467	188	10	in	in	ADP
spir-10467	188	11	both	both	DET
spir-10467	188	12	social	social	ADJ
spir-10467	188	13	sciences	science	NOUN
spir-10467	188	14	and	and	CCONJ
spir-10467	188	15	humanities	humanity	NOUN
spir-10467	188	16	(	(	PUNCT
spir-10467	188	17	boyd	boyd	PROPN
spir-10467	188	18	&	&	CCONJ
spir-10467	188	19	crawford	crawford	PROPN
spir-10467	188	20	,	,	PUNCT
spir-10467	188	21	2012	2012	NUM
spir-10467	188	22	)	)	PUNCT
spir-10467	188	23	.	.	PUNCT
spir-10467	189	1	internet	internet	NOUN
spir-10467	189	2	research	research	NOUN
spir-10467	189	3	is	be	AUX
spir-10467	189	4	no	no	DET
spir-10467	189	5	exception	exception	NOUN
spir-10467	189	6	.	.	PUNCT
spir-10467	190	1	recognizing	recognize	VERB
spir-10467	190	2	the	the	DET
spir-10467	190	3	inherent	inherent	ADJ
spir-10467	190	4	difficulties	difficulty	NOUN
spir-10467	190	5	of	of	ADP
spir-10467	190	6	survey	survey	NOUN
spir-10467	190	7	research	research	NOUN
spir-10467	190	8	to	to	PART
spir-10467	190	9	accurately	accurately	ADV
spir-10467	190	10	gauge	gauge	VERB
spir-10467	190	11	people	people	NOUN
spir-10467	190	12	’s	’s	PART
spir-10467	190	13	exposure	exposure	NOUN
spir-10467	190	14	to	to	ADP
spir-10467	190	15	content	content	NOUN
spir-10467	190	16	in	in	ADP
spir-10467	190	17	a	a	DET
spir-10467	190	18	high	high	ADJ
spir-10467	190	19	choice	choice	NOUN
spir-10467	190	20	media	medium	NOUN
spir-10467	190	21	environment	environment	NOUN
spir-10467	190	22	,	,	PUNCT
spir-10467	190	23	internet	internet	NOUN
spir-10467	190	24	researchers	researcher	NOUN
spir-10467	190	25	take	take	VERB
spir-10467	190	26	immense	immense	ADJ
spir-10467	190	27	interest	interest	NOUN
spir-10467	190	28	in	in	ADP
spir-10467	190	29	“	"	PUNCT
spir-10467	190	30	log	log	PROPN
spir-10467	190	31	data	datum	NOUN
spir-10467	190	32	”	"	PUNCT
spir-10467	190	33	–	–	PUNCT
spir-10467	190	34	defined	define	VERB
spir-10467	190	35	loosely	loosely	ADV
spir-10467	190	36	as	as	ADP
spir-10467	190	37	collections	collection	NOUN
spir-10467	190	38	of	of	ADP
spir-10467	190	39	traces	trace	NOUN
spir-10467	190	40	from	from	ADP
spir-10467	190	41	users	user	NOUN
spir-10467	190	42	’	’	PART
spir-10467	190	43	online	online	ADJ
spir-10467	190	44	activities	activity	NOUN
spir-10467	190	45	.	.	PUNCT
spir-10467	191	1	wikipedia	wikipedia	PROPN
spir-10467	191	2	editing	edit	VERB
spir-10467	191	3	histories	history	NOUN
spir-10467	191	4	,	,	PUNCT
spir-10467	191	5	repositories	repository	NOUN
spir-10467	191	6	of	of	ADP
spir-10467	191	7	tweets	tweet	NOUN
spir-10467	191	8	by	by	ADP
spir-10467	191	9	twitter	twitter	NOUN
spir-10467	191	10	handles	handle	NOUN
spir-10467	191	11	,	,	PUNCT
spir-10467	191	12	server	server	NOUN
spir-10467	191	13	side	side	NOUN
spir-10467	191	14	“	"	PUNCT
spir-10467	191	15	web	web	NOUN
spir-10467	191	16	analytics	analytic	NOUN
spir-10467	191	17	”	"	PUNCT
spir-10467	191	18	,	,	PUNCT
spir-10467	191	19	are	be	AUX
spir-10467	191	20	all	all	PRON
spir-10467	191	21	examples	example	NOUN
spir-10467	191	22	of	of	ADP
spir-10467	191	23	such	such	ADJ
spir-10467	191	24	logs	log	NOUN
spir-10467	191	25	.	.	PUNCT
spir-10467	192	1	the	the	DET
spir-10467	192	2	resulting	result	VERB
spir-10467	192	3	“	"	PUNCT
spir-10467	192	4	big	big	ADJ
spir-10467	192	5	data	datum	NOUN
spir-10467	192	6	”	"	PUNCT
spir-10467	192	7	are	be	AUX
spir-10467	192	8	large	large	ADJ
spir-10467	192	9	-	-	PUNCT
spir-10467	192	10	scale	scale	NOUN
spir-10467	192	11	census	census	NOUN
spir-10467	192	12	level	level	NOUN
spir-10467	192	13	estimates	estimate	NOUN
spir-10467	192	14	of	of	ADP
spir-10467	192	15	digital	digital	ADJ
spir-10467	192	16	media	medium	NOUN
spir-10467	192	17	use	use	NOUN
spir-10467	192	18	.	.	PUNCT
spir-10467	193	1	their	their	PRON
spir-10467	193	2	popularity	popularity	NOUN
spir-10467	193	3	across	across	ADP
spir-10467	193	4	fields	field	NOUN
spir-10467	193	5	has	have	AUX
spir-10467	193	6	germinated	germinate	VERB
spir-10467	193	7	a	a	DET
spir-10467	193	8	new	new	ADJ
spir-10467	193	9	academic	academic	ADJ
spir-10467	193	10	discipline	discipline	NOUN
spir-10467	193	11	termed	term	VERB
spir-10467	193	12	“	"	PUNCT
spir-10467	193	13	computational	computational	ADJ
spir-10467	193	14	social	social	ADJ
spir-10467	193	15	science	science	NOUN
spir-10467	193	16	”	"	PUNCT
spir-10467	193	17	.	.	PUNCT
spir-10467	194	1	log	log	PROPN
spir-10467	194	2	data	datum	NOUN
spir-10467	194	3	have	have	AUX
spir-10467	194	4	attracted	attract	VERB
spir-10467	194	5	fair	fair	ADJ
spir-10467	194	6	share	share	NOUN
spir-10467	194	7	of	of	ADP
spir-10467	194	8	criticism	criticism	NOUN
spir-10467	194	9	both	both	CCONJ
spir-10467	194	10	from	from	ADP
spir-10467	194	11	substantive	substantive	ADJ
spir-10467	194	12	and	and	CCONJ
spir-10467	194	13	ethical	ethical	ADJ
spir-10467	194	14	standpoints	standpoint	NOUN
spir-10467	194	15	.	.	PUNCT
spir-10467	195	1	substantively	substantively	ADV
spir-10467	195	2	,	,	PUNCT
spir-10467	195	3	data	datum	NOUN
spir-10467	195	4	from	from	ADP
spir-10467	195	5	server	server	NOUN
spir-10467	195	6	logs	log	NOUN
spir-10467	195	7	(	(	PUNCT
spir-10467	195	8	such	such	ADJ
spir-10467	195	9	as	as	ADP
spir-10467	195	10	web	web	NOUN
spir-10467	195	11	analytics	analytic	NOUN
spir-10467	195	12	)	)	PUNCT
spir-10467	195	13	or	or	CCONJ
spir-10467	195	14	from	from	ADP
spir-10467	195	15	virtual	virtual	ADJ
spir-10467	195	16	profiles	profile	NOUN
spir-10467	195	17	(	(	PUNCT
spir-10467	195	18	e.g.	e.g.	ADV
spir-10467	195	19	,	,	PUNCT
spir-10467	195	20	twitter	twitter	NOUN
spir-10467	195	21	,	,	PUNCT
spir-10467	195	22	wikipedia	wikipedia	PROPN
spir-10467	195	23	)	)	PUNCT
spir-10467	195	24	does	do	AUX
spir-10467	195	25	not	not	PART
spir-10467	195	26	have	have	VERB
spir-10467	195	27	information	information	NOUN
spir-10467	195	28	about	about	ADP
spir-10467	195	29	actual	actual	ADJ
spir-10467	195	30	user	user	NOUN
spir-10467	195	31	characteristics	characteristic	NOUN
spir-10467	195	32	and	and	CCONJ
spir-10467	195	33	attitudes	attitude	NOUN
spir-10467	195	34	.	.	PUNCT
spir-10467	196	1	further	far	ADV
spir-10467	196	2	,	,	PUNCT
spir-10467	196	3	they	they	PRON
spir-10467	196	4	rarely	rarely	ADV
spir-10467	196	5	represent	represent	VERB
spir-10467	196	6	any	any	DET
spir-10467	196	7	meaningful	meaningful	ADJ
spir-10467	196	8	target	target	NOUN
spir-10467	196	9	population	population	NOUN
spir-10467	196	10	.	.	PUNCT
spir-10467	197	1	finally	finally	ADV
spir-10467	197	2	,	,	PUNCT
spir-10467	197	3	analyzing	analyze	VERB
spir-10467	197	4	user	user	NOUN
spir-10467	197	5	behavior	behavior	NOUN
spir-10467	197	6	on	on	ADP
spir-10467	197	7	a	a	DET
spir-10467	197	8	single	single	ADJ
spir-10467	197	9	domain	domain	NOUN
spir-10467	197	10	such	such	ADJ
spir-10467	197	11	as	as	ADP
spir-10467	197	12	one	one	NUM
spir-10467	197	13	news	news	NOUN
spir-10467	197	14	website	website	NOUN
spir-10467	197	15	,	,	PUNCT
spir-10467	197	16	or	or	CCONJ
spir-10467	197	17	one	one	NUM
spir-10467	197	18	social	social	ADJ
spir-10467	197	19	media	medium	NOUN
spir-10467	197	20	site	site	NOUN
spir-10467	197	21	such	such	ADJ
spir-10467	197	22	as	as	ADP
spir-10467	197	23	twitter	twitter	NOUN
spir-10467	197	24	or	or	CCONJ
spir-10467	197	25	wikipedia	wikipedia	PROPN
spir-10467	197	26	ignores	ignore	VERB
spir-10467	197	27	and	and	CCONJ
spir-10467	197	28	obscures	obscure	VERB
spir-10467	197	29	their	their	PRON
spir-10467	197	30	usage	usage	NOUN
spir-10467	197	31	of	of	ADP
spir-10467	197	32	other	other	ADJ
spir-10467	197	33	digital	digital	ADJ
spir-10467	197	34	media	medium	NOUN
spir-10467	197	35	outlets	outlet	NOUN
spir-10467	197	36	.	.	PUNCT
spir-10467	198	1	ethically	ethically	ADV
spir-10467	198	2	,	,	PUNCT
spir-10467	198	3	one	one	PRON
spir-10467	198	4	may	may	AUX
spir-10467	198	5	argue	argue	VERB
spir-10467	198	6	that	that	SCONJ
spir-10467	198	7	these	these	DET
spir-10467	198	8	data	datum	NOUN
spir-10467	198	9	are	be	AUX
spir-10467	198	10	analyzed	analyze	VERB
spir-10467	198	11	without	without	ADP
spir-10467	198	12	informed	informed	ADJ
spir-10467	198	13	consent	consent	NOUN
spir-10467	198	14	.	.	PUNCT
spir-10467	199	1	yet	yet	ADV
spir-10467	199	2	there	there	PRON
spir-10467	199	3	is	be	VERB
spir-10467	199	4	a	a	DET
spir-10467	199	5	special	special	ADJ
spir-10467	199	6	class	class	NOUN
spir-10467	199	7	of	of	ADP
spir-10467	199	8	“	"	PUNCT
spir-10467	199	9	log	log	PROPN
spir-10467	199	10	data	datum	NOUN
spir-10467	199	11	”	"	PUNCT
spir-10467	199	12	free	free	ADJ
spir-10467	199	13	of	of	ADP
spir-10467	199	14	these	these	DET
spir-10467	199	15	limitations	limitation	NOUN
spir-10467	199	16	.	.	PUNCT
spir-10467	200	1	these	these	PRON
spir-10467	200	2	are	be	AUX
spir-10467	200	3	“	"	PUNCT
spir-10467	200	4	audience	audience	NOUN
spir-10467	200	5	measurement	measurement	NOUN
spir-10467	200	6	(	(	PUNCT
spir-10467	200	7	panel	panel	NOUN
spir-10467	200	8	)	)	PUNCT
spir-10467	200	9	data	datum	NOUN
spir-10467	200	10	”	"	PUNCT
spir-10467	200	11	,	,	PUNCT
spir-10467	200	12	generally	generally	ADV
spir-10467	200	13	collected	collect	VERB
spir-10467	200	14	by	by	ADP
spir-10467	200	15	commercial	commercial	ADJ
spir-10467	200	16	market	market	NOUN
spir-10467	200	17	research	research	NOUN
spir-10467	200	18	firms	firm	NOUN
spir-10467	200	19	at	at	ADP
spir-10467	200	20	the	the	DET
spir-10467	200	21	behest	behest	NOUN
spir-10467	200	22	of	of	ADP
spir-10467	200	23	media	medium	NOUN
spir-10467	200	24	companies	company	NOUN
spir-10467	200	25	and	and	CCONJ
spir-10467	200	26	advertisers	advertiser	NOUN
spir-10467	200	27	.	.	PUNCT
spir-10467	201	1	first	first	ADV
spir-10467	201	2	collected	collect	VERB
spir-10467	201	3	for	for	ADP
spir-10467	201	4	radio	radio	NOUN
spir-10467	201	5	and	and	CCONJ
spir-10467	201	6	television	television	NOUN
spir-10467	201	7	,	,	PUNCT
spir-10467	201	8	these	these	PRON
spir-10467	201	9	combine	combine	VERB
spir-10467	201	10	essential	essential	ADJ
spir-10467	201	11	characteristics	characteristic	NOUN
spir-10467	201	12	of	of	ADP
spir-10467	201	13	both	both	DET
spir-10467	201	14	survey	survey	NOUN
spir-10467	201	15	and	and	CCONJ
spir-10467	201	16	log	log	VERB
spir-10467	201	17	data	datum	NOUN
spir-10467	201	18	.	.	PUNCT
spir-10467	202	1	common	common	ADJ
spir-10467	202	2	examples	example	NOUN
spir-10467	202	3	include	include	VERB
spir-10467	202	4	nielsen	nielsen	PROPN
spir-10467	202	5	ratings	rating	NOUN
spir-10467	202	6	and	and	CCONJ
spir-10467	202	7	comscore	comscore	NOUN
spir-10467	202	8	media	medium	NOUN
spir-10467	202	9	metrix	metrix	NOUN
spir-10467	202	10	.	.	PUNCT
spir-10467	203	1	collecting	collect	VERB
spir-10467	203	2	such	such	ADJ
spir-10467	203	3	data	datum	NOUN
spir-10467	203	4	is	be	AUX
spir-10467	203	5	a	a	DET
spir-10467	203	6	multistep	multistep	ADJ
spir-10467	203	7	process	process	NOUN
spir-10467	203	8	(	(	PUNCT
spir-10467	203	9	webster	webster	PROPN
spir-10467	203	10	,	,	PUNCT
spir-10467	203	11	phalen	phalen	PROPN
spir-10467	203	12	&	&	CCONJ
spir-10467	203	13	lichty	lichty	ADJ
spir-10467	203	14	,	,	PUNCT
spir-10467	203	15	2014	2014	NUM
spir-10467	203	16	)	)	PUNCT
spir-10467	203	17	.	.	PUNCT
spir-10467	204	1	first	first	ADV
spir-10467	204	2	through	through	ADP
spir-10467	204	3	a	a	DET
spir-10467	204	4	nationally	nationally	ADV
spir-10467	204	5	representative	representative	ADJ
spir-10467	204	6	sample	sample	NOUN
spir-10467	204	7	is	be	AUX
spir-10467	204	8	selected	select	VERB
spir-10467	204	9	based	base	VERB
spir-10467	204	10	on	on	ADP
spir-10467	204	11	a	a	DET
spir-10467	204	12	largescale	largescale	NOUN
spir-10467	204	13	study	study	NOUN
spir-10467	204	14	such	such	ADJ
spir-10467	204	15	as	as	ADP
spir-10467	204	16	the	the	DET
spir-10467	204	17	population	population	NOUN
spir-10467	204	18	census	census	NOUN
spir-10467	204	19	.	.	PUNCT
spir-10467	205	1	the	the	DET
spir-10467	205	2	selected	select	VERB
spir-10467	205	3	people	people	NOUN
spir-10467	205	4	(	(	PUNCT
spir-10467	205	5	or	or	CCONJ
spir-10467	205	6	households	household	NOUN
spir-10467	205	7	)	)	PUNCT
spir-10467	205	8	are	be	AUX
spir-10467	205	9	carefully	carefully	ADV
spir-10467	205	10	profiled	profile	VERB
spir-10467	205	11	on	on	ADP
spir-10467	205	12	a	a	DET
spir-10467	205	13	range	range	NOUN
spir-10467	205	14	of	of	ADP
spir-10467	205	15	demographic	demographic	ADJ
spir-10467	205	16	and	and	CCONJ
spir-10467	205	17	psychographic	psychographic	ADJ
spir-10467	205	18	characteristics	characteristic	NOUN
spir-10467	205	19	.	.	PUNCT
spir-10467	206	1	a	a	DET
spir-10467	206	2	“	"	PUNCT
spir-10467	206	3	meter	meter	NOUN
spir-10467	206	4	”	"	PUNCT
spir-10467	206	5	then	then	ADV
spir-10467	206	6	logs	log	VERB
spir-10467	206	7	usage	usage	NOUN
spir-10467	206	8	for	for	ADP
spir-10467	206	9	the	the	DET
spir-10467	206	10	chosen	choose	VERB
spir-10467	206	11	panel	panel	NOUN
spir-10467	206	12	of	of	ADP
spir-10467	206	13	respondents	respondent	NOUN
spir-10467	206	14	directly	directly	ADV
spir-10467	206	15	through	through	ADP
spir-10467	206	16	the	the	DET
spir-10467	206	17	device	device	NOUN
spir-10467	206	18	.	.	PUNCT
spir-10467	207	1	therefore	therefore	ADV
spir-10467	207	2	these	these	DET
spir-10467	207	3	data	datum	NOUN
spir-10467	207	4	are	be	AUX
spir-10467	207	5	sometimes	sometimes	ADV
spir-10467	207	6	referred	refer	VERB
spir-10467	207	7	to	to	ADP
spir-10467	207	8	as	as	SCONJ
spir-10467	207	9	“	"	PUNCT
spir-10467	207	10	audience	audience	NOUN
spir-10467	207	11	centric	centric	NOUN
spir-10467	207	12	”	"	PUNCT
spir-10467	207	13	log	log	PROPN
spir-10467	207	14	data	datum	NOUN
spir-10467	207	15	(	(	PUNCT
spir-10467	207	16	to	to	PART
spir-10467	207	17	differentiate	differentiate	VERB
spir-10467	207	18	them	they	PRON
spir-10467	207	19	“	"	PUNCT
spir-10467	207	20	server	server	NOUN
spir-10467	207	21	centric	centric	ADJ
spir-10467	207	22	”	"	PUNCT
spir-10467	207	23	log	log	PROPN
spir-10467	207	24	data	datum	NOUN
spir-10467	207	25	)	)	PUNCT
spir-10467	207	26	.	.	PUNCT
spir-10467	208	1	hence	hence	ADV
spir-10467	208	2	with	with	ADP
spir-10467	208	3	audience	audience	NOUN
spir-10467	208	4	centric	centric	ADJ
spir-10467	208	5	log	log	PROPN
spir-10467	208	6	data	datum	NOUN
spir-10467	208	7	,	,	PUNCT
spir-10467	208	8	researchers	researcher	NOUN
spir-10467	208	9	potentially	potentially	ADV
spir-10467	208	10	have	have	VERB
spir-10467	208	11	information	information	NOUN
spir-10467	208	12	about	about	ADP
spir-10467	208	13	audience	audience	NOUN
spir-10467	208	14	characteristics	characteristic	NOUN
spir-10467	208	15	,	,	PUNCT
spir-10467	208	16	and	and	CCONJ
spir-10467	208	17	data	datum	NOUN
spir-10467	208	18	about	about	ADP
spir-10467	208	19	their	their	PRON
spir-10467	208	20	usage	usage	NOUN
spir-10467	208	21	across	across	ADP
spir-10467	208	22	a	a	DET
spir-10467	208	23	range	range	NOUN
spir-10467	208	24	of	of	ADP
spir-10467	208	25	outlets	outlet	NOUN
spir-10467	208	26	.	.	PUNCT
spir-10467	209	1	further	far	ADV
spir-10467	209	2	these	these	DET
spir-10467	209	3	panels	panel	NOUN
spir-10467	209	4	are	be	AUX
spir-10467	209	5	quite	quite	ADV
spir-10467	209	6	representative	representative	NOUN
spir-10467	209	7	of	of	ADP
spir-10467	209	8	the	the	DET
spir-10467	209	9	target	target	NOUN
spir-10467	209	10	populations	population	NOUN
spir-10467	209	11	whose	whose	DET
spir-10467	209	12	usage	usage	NOUN
spir-10467	209	13	they	they	PRON
spir-10467	209	14	intend	intend	VERB
spir-10467	209	15	to	to	PART
spir-10467	209	16	measure	measure	VERB
spir-10467	209	17	,	,	PUNCT
spir-10467	209	18	and	and	CCONJ
spir-10467	209	19	people	people	NOUN
spir-10467	209	20	need	need	VERB
spir-10467	209	21	to	to	PART
spir-10467	209	22	consent	consent	VERB
spir-10467	209	23	to	to	PART
spir-10467	209	24	be	be	AUX
spir-10467	209	25	on	on	ADP
spir-10467	209	26	such	such	ADJ
spir-10467	209	27	panels	panel	NOUN
spir-10467	209	28	.	.	PUNCT
spir-10467	210	1	traditionally	traditionally	ADV
spir-10467	210	2	limited	limit	VERB
spir-10467	210	3	to	to	ADP
spir-10467	210	4	specific	specific	ADJ
spir-10467	210	5	mediums	medium	NOUN
spir-10467	210	6	(	(	PUNCT
spir-10467	210	7	such	such	ADJ
spir-10467	210	8	as	as	ADP
spir-10467	210	9	radio	radio	NOUN
spir-10467	210	10	,	,	PUNCT
spir-10467	210	11	television	television	NOUN
spir-10467	210	12	,	,	PUNCT
spir-10467	210	13	computers	computer	NOUN
spir-10467	210	14	or	or	CCONJ
spir-10467	210	15	mobiles	mobile	NOUN
spir-10467	210	16	)	)	PUNCT
spir-10467	210	17	audience	audience	NOUN
spir-10467	210	18	measurement	measurement	NOUN
spir-10467	210	19	firms	firm	NOUN
spir-10467	210	20	are	be	AUX
spir-10467	210	21	increasingly	increasingly	ADV
spir-10467	210	22	trying	try	VERB
spir-10467	210	23	to	to	PART
spir-10467	210	24	measure	measure	VERB
spir-10467	210	25	cross	cross	ADJ
spir-10467	210	26	-	-	ADJ
spir-10467	210	27	platform	platform	ADJ
spir-10467	210	28	media	medium	NOUN
spir-10467	210	29	use	use	NOUN
spir-10467	210	30	.	.	PUNCT
spir-10467	211	1	it	it	PRON
spir-10467	211	2	is	be	AUX
spir-10467	211	3	also	also	ADV
spir-10467	211	4	worth	worth	ADJ
spir-10467	211	5	noting	note	VERB
spir-10467	211	6	that	that	SCONJ
spir-10467	211	7	media	medium	NOUN
spir-10467	211	8	industry	industry	NOUN
spir-10467	211	9	has	have	AUX
spir-10467	211	10	collected	collect	VERB
spir-10467	211	11	and	and	CCONJ
spir-10467	211	12	worked	work	VERB
spir-10467	211	13	with	with	ADP
spir-10467	211	14	metered	meter	VERB
spir-10467	211	15	“	"	PUNCT
spir-10467	211	16	audience	audience	NOUN
spir-10467	211	17	centric	centric	ADJ
spir-10467	211	18	log	log	PROPN
spir-10467	211	19	data	data	PROPN
spir-10467	211	20	”	"	PUNCT
spir-10467	211	21	for	for	ADP
spir-10467	211	22	at	at	ADV
spir-10467	211	23	least	least	ADV
spir-10467	211	24	six	six	NUM
spir-10467	211	25	decades	decade	NOUN
spir-10467	211	26	,	,	PUNCT
spir-10467	211	27	much	much	ADV
spir-10467	211	28	before	before	SCONJ
spir-10467	211	29	social	social	ADJ
spir-10467	211	30	science	science	NOUN
spir-10467	211	31	researchers	researcher	NOUN
spir-10467	211	32	became	become	VERB
spir-10467	211	33	interested	interested	ADJ
spir-10467	211	34	in	in	ADP
spir-10467	211	35	“	"	PUNCT
spir-10467	211	36	big	big	ADJ
spir-10467	211	37	data	datum	NOUN
spir-10467	211	38	”	"	PUNCT
spir-10467	211	39	.	.	PUNCT
spir-10467	212	1	despite	despite	SCONJ
spir-10467	212	2	their	their	PRON
spir-10467	212	3	promise	promise	NOUN
spir-10467	212	4	,	,	PUNCT
spir-10467	212	5	audience	audience	NOUN
spir-10467	212	6	centric	centric	NOUN
spir-10467	212	7	log	log	NOUN
spir-10467	212	8	data	datum	NOUN
spir-10467	212	9	have	have	AUX
spir-10467	212	10	found	find	VERB
spir-10467	212	11	limited	limited	ADJ
spir-10467	212	12	use	use	NOUN
spir-10467	212	13	among	among	ADP
spir-10467	212	14	academics	academic	NOUN
spir-10467	212	15	.	.	PUNCT
spir-10467	213	1	traditionally	traditionally	ADV
spir-10467	213	2	research	research	NOUN
spir-10467	213	3	in	in	ADP
spir-10467	213	4	certain	certain	ADJ
spir-10467	213	5	subfields	subfield	NOUN
spir-10467	213	6	of	of	ADP
spir-10467	213	7	media	medium	NOUN
spir-10467	213	8	communication	communication	NOUN
spir-10467	213	9	has	have	AUX
spir-10467	213	10	been	be	AUX
spir-10467	213	11	highly	highly	ADV
spir-10467	213	12	critical	critical	ADJ
spir-10467	213	13	and	and	CCONJ
spir-10467	213	14	even	even	ADV
spir-10467	213	15	cynical	cynical	ADJ
spir-10467	213	16	of	of	ADP
spir-10467	213	17	audience	audience	NOUN
spir-10467	213	18	measurement	measurement	NOUN
spir-10467	213	19	data	data	PROPN
spir-10467	213	20	.	.	PUNCT
spir-10467	214	1	further	far	ADV
spir-10467	214	2	most	most	ADJ
spir-10467	214	3	communication	communication	NOUN
spir-10467	214	4	departments	department	NOUN
spir-10467	214	5	lacked	lack	VERB
spir-10467	214	6	the	the	DET
spir-10467	214	7	computational	computational	ADJ
spir-10467	214	8	resources	resource	NOUN
spir-10467	214	9	to	to	PART
spir-10467	214	10	deal	deal	VERB
spir-10467	214	11	with	with	ADP
spir-10467	214	12	such	such	ADJ
spir-10467	214	13	voluminous	voluminous	ADJ
spir-10467	214	14	logs	log	NOUN
spir-10467	214	15	of	of	ADP
spir-10467	214	16	data	datum	NOUN
spir-10467	214	17	.	.	PUNCT
spir-10467	215	1	surprisingly	surprisingly	ADV
spir-10467	215	2	this	this	DET
spir-10467	215	3	reluctance	reluctance	NOUN
spir-10467	215	4	continues	continue	VERB
spir-10467	215	5	among	among	ADP
spir-10467	215	6	internet	internet	NOUN
spir-10467	215	7	researchers	researcher	NOUN
spir-10467	215	8	,	,	PUNCT
spir-10467	215	9	many	many	ADJ
spir-10467	215	10	of	of	ADP
spir-10467	215	11	whom	whom	PRON
spir-10467	215	12	possess	possess	VERB
spir-10467	215	13	the	the	DET
spir-10467	215	14	requisite	requisite	ADJ
spir-10467	215	15	training	training	NOUN
spir-10467	215	16	and	and	CCONJ
spir-10467	215	17	infrastructures	infrastructure	NOUN
spir-10467	215	18	to	to	PART
spir-10467	215	19	handle	handle	VERB
spir-10467	215	20	log	log	NOUN
spir-10467	215	21	data	datum	NOUN
spir-10467	215	22	.	.	PUNCT
spir-10467	216	1	part	part	NOUN
spir-10467	216	2	of	of	ADP
spir-10467	216	3	this	this	DET
spir-10467	216	4	reluctance	reluctance	NOUN
spir-10467	216	5	comes	come	VERB
spir-10467	216	6	from	from	ADP
spir-10467	216	7	the	the	DET
spir-10467	216	8	proximity	proximity	NOUN
spir-10467	216	9	of	of	ADP
spir-10467	216	10	computational	computational	ADJ
spir-10467	216	11	social	social	ADJ
spir-10467	216	12	scientists	scientist	NOUN
spir-10467	216	13	to	to	ADP
spir-10467	216	14	the	the	DET
spir-10467	216	15	silicon	silicon	NOUN
spir-10467	216	16	valley	valley	NOUN
spir-10467	216	17	,	,	PUNCT
spir-10467	216	18	which	which	PRON
spir-10467	216	19	has	have	AUX
spir-10467	216	20	successfully	successfully	ADV
spir-10467	216	21	propagated	propagate	VERB
spir-10467	216	22	among	among	ADP
spir-10467	216	23	internet	internet	NOUN
spir-10467	216	24	researchers	researcher	NOUN
spir-10467	216	25	an	an	DET
spir-10467	216	26	imaginary	imaginary	ADJ
spir-10467	216	27	of	of	ADP
spir-10467	216	28	the	the	DET
spir-10467	216	29	“	"	PUNCT
spir-10467	216	30	internet	internet	NOUN
spir-10467	216	31	as	as	ADP
spir-10467	216	32	anti	anti	ADJ
spir-10467	216	33	–	–	NOUN
spir-10467	216	34	television	television	NOUN
spir-10467	216	35	”	"	PUNCT
spir-10467	216	36	(	(	PUNCT
spir-10467	216	37	sandvig	sandvig	NOUN
spir-10467	216	38	,	,	PUNCT
spir-10467	216	39	2015	2015	NUM
spir-10467	216	40	)	)	PUNCT
spir-10467	216	41	and	and	CCONJ
spir-10467	216	42	in	in	ADP
spir-10467	216	43	this	this	DET
spir-10467	216	44	perspective	perspective	ADJ
spir-10467	216	45	commercial	commercial	ADJ
spir-10467	216	46	audience	audience	NOUN
spir-10467	216	47	measurement	measurement	NOUN
spir-10467	216	48	is	be	AUX
spir-10467	216	49	most	most	ADV
spir-10467	216	50	strongly	strongly	ADV
spir-10467	216	51	associated	associate	VERB
spir-10467	216	52	with	with	ADP
spir-10467	216	53	nielsen	nielsen	PROPN
spir-10467	216	54	television	television	NOUN
spir-10467	216	55	ratings	rating	NOUN
spir-10467	216	56	.	.	PUNCT
spir-10467	217	1	thus	thus	ADV
spir-10467	217	2	for	for	ADP
spir-10467	217	3	a	a	DET
spir-10467	217	4	typical	typical	ADJ
spir-10467	217	5	computational	computational	ADJ
spir-10467	217	6	social	social	ADJ
spir-10467	217	7	scientist	scientist	NOUN
spir-10467	217	8	while	while	SCONJ
spir-10467	217	9	wikipedia	wikipedia	PROPN
spir-10467	217	10	or	or	CCONJ
spir-10467	217	11	twitter	twitter	NOUN
spir-10467	217	12	are	be	AUX
spir-10467	217	13	cool	cool	ADJ
spir-10467	217	14	digital	digital	ADJ
spir-10467	217	15	laboratories	laboratory	NOUN
spir-10467	217	16	for	for	ADP
spir-10467	217	17	advancing	advance	VERB
spir-10467	217	18	social	social	ADJ
spir-10467	217	19	science	science	NOUN
spir-10467	217	20	,	,	PUNCT
spir-10467	217	21	audience	audience	NOUN
spir-10467	217	22	measurement	measurement	NOUN
spir-10467	217	23	panels	panel	NOUN
spir-10467	217	24	come	come	AUX
spir-10467	217	25	loaded	load	VERB
spir-10467	217	26	with	with	ADP
spir-10467	217	27	the	the	DET
spir-10467	217	28	unfavorable	unfavorable	ADJ
spir-10467	217	29	baggage	baggage	NOUN
spir-10467	217	30	of	of	ADP
spir-10467	217	31	their	their	PRON
spir-10467	217	32	traditional	traditional	ADJ
spir-10467	217	33	media	medium	NOUN
spir-10467	217	34	legacies	legacy	NOUN
spir-10467	217	35	.	.	PUNCT
spir-10467	218	1	a	a	DET
spir-10467	218	2	second	second	ADJ
spir-10467	218	3	technical	technical	ADJ
spir-10467	218	4	limitation	limitation	NOUN
spir-10467	218	5	is	be	AUX
spir-10467	218	6	that	that	SCONJ
spir-10467	218	7	often	often	ADV
spir-10467	218	8	providers	provider	NOUN
spir-10467	218	9	make	make	VERB
spir-10467	218	10	audience	audience	NOUN
spir-10467	218	11	centric	centric	ADJ
spir-10467	218	12	log	log	NOUN
spir-10467	218	13	data	datum	NOUN
spir-10467	218	14	available	available	ADJ
spir-10467	218	15	to	to	ADP
spir-10467	218	16	researchers	researcher	NOUN
spir-10467	218	17	in	in	ADP
spir-10467	218	18	the	the	DET
spir-10467	218	19	aggregate	aggregate	NOUN
spir-10467	218	20	at	at	ADP
spir-10467	218	21	the	the	DET
spir-10467	218	22	level	level	NOUN
spir-10467	218	23	of	of	ADP
spir-10467	218	24	media	medium	NOUN
spir-10467	218	25	outlets	outlet	NOUN
spir-10467	218	26	rather	rather	ADV
spir-10467	218	27	than	than	ADP
spir-10467	218	28	at	at	ADP
spir-10467	218	29	the	the	DET
spir-10467	218	30	individual	individual	ADJ
spir-10467	218	31	user	user	NOUN
spir-10467	218	32	level	level	NOUN
spir-10467	218	33	.	.	PUNCT
spir-10467	219	1	traditionally	traditionally	ADV
spir-10467	219	2	,	,	PUNCT
spir-10467	219	3	social	social	ADJ
spir-10467	219	4	science	science	NOUN
spir-10467	219	5	theories	theory	NOUN
spir-10467	219	6	have	have	AUX
spir-10467	219	7	been	be	AUX
spir-10467	219	8	built	build	VERB
spir-10467	219	9	with	with	ADP
spir-10467	219	10	data	datum	NOUN
spir-10467	219	11	collected	collect	VERB
spir-10467	219	12	at	at	ADP
spir-10467	219	13	the	the	DET
spir-10467	219	14	individual	individual	ADJ
spir-10467	219	15	level	level	NOUN
spir-10467	219	16	(	(	PUNCT
spir-10467	219	17	such	such	ADJ
spir-10467	219	18	as	as	ADP
spir-10467	219	19	in	in	ADP
spir-10467	219	20	surveys	survey	NOUN
spir-10467	219	21	)	)	PUNCT
spir-10467	219	22	.	.	PUNCT
spir-10467	220	1	although	although	SCONJ
spir-10467	220	2	it	it	PRON
spir-10467	220	3	is	be	AUX
spir-10467	220	4	hard	hard	ADJ
spir-10467	220	5	to	to	PART
spir-10467	220	6	alter	alter	VERB
spir-10467	220	7	the	the	DET
spir-10467	220	8	ideological	ideological	ADJ
spir-10467	220	9	disinclination	disinclination	NOUN
spir-10467	220	10	of	of	ADP
spir-10467	220	11	certain	certain	ADJ
spir-10467	220	12	academics	academic	NOUN
spir-10467	220	13	to	to	PART
spir-10467	220	14	use	use	VERB
spir-10467	220	15	these	these	DET
spir-10467	220	16	data	datum	NOUN
spir-10467	220	17	,	,	PUNCT
spir-10467	220	18	one	one	PRON
spir-10467	220	19	can	can	AUX
spir-10467	220	20	certainly	certainly	ADV
spir-10467	220	21	address	address	VERB
spir-10467	220	22	the	the	DET
spir-10467	220	23	technical	technical	ADJ
spir-10467	220	24	limitations	limitation	NOUN
spir-10467	220	25	,	,	PUNCT
spir-10467	220	26	which	which	PRON
spir-10467	220	27	i	i	PRON
spir-10467	220	28	will	will	AUX
spir-10467	220	29	discuss	discuss	VERB
spir-10467	220	30	in	in	ADP
spir-10467	220	31	what	what	PRON
spir-10467	220	32	remains	remain	VERB
spir-10467	220	33	.	.	PUNCT
spir-10467	221	1	specifically	specifically	ADV
spir-10467	221	2	,	,	PUNCT
spir-10467	221	3	although	although	SCONJ
spir-10467	221	4	audience	audience	NOUN
spir-10467	221	5	centric	centric	NOUN
spir-10467	221	6	log	log	NOUN
spir-10467	221	7	data	datum	NOUN
spir-10467	221	8	are	be	AUX
spir-10467	221	9	generally	generally	ADV
spir-10467	221	10	provided	provide	VERB
spir-10467	221	11	in	in	ADP
spir-10467	221	12	the	the	DET
spir-10467	221	13	aggregate	aggregate	NOUN
spir-10467	221	14	,	,	PUNCT
spir-10467	221	15	these	these	DET
spir-10467	221	16	firms	firm	NOUN
spir-10467	221	17	also	also	ADV
spir-10467	221	18	provide	provide	VERB
spir-10467	221	19	“	"	PUNCT
spir-10467	221	20	relational	relational	ADJ
spir-10467	221	21	”	"	PUNCT
spir-10467	221	22	data	datum	NOUN
spir-10467	221	23	.	.	PUNCT
spir-10467	222	1	that	that	PRON
spir-10467	222	2	is	be	AUX
spir-10467	222	3	how	how	SCONJ
spir-10467	222	4	do	do	AUX
spir-10467	222	5	people	people	NOUN
spir-10467	222	6	use	use	VERB
spir-10467	222	7	media	medium	NOUN
spir-10467	222	8	outlets	outlet	NOUN
spir-10467	222	9	in	in	ADP
spir-10467	222	10	relation	relation	NOUN
spir-10467	222	11	to	to	ADP
spir-10467	222	12	one	one	NUM
spir-10467	222	13	another	another	DET
spir-10467	222	14	.	.	PUNCT
spir-10467	223	1	first	first	ADJ
spir-10467	223	2	audience	audience	NOUN
spir-10467	223	3	measurement	measurement	NOUN
spir-10467	223	4	firms	firm	NOUN
spir-10467	223	5	provide	provide	VERB
spir-10467	223	6	a	a	DET
spir-10467	223	7	measure	measure	NOUN
spir-10467	223	8	called	call	VERB
spir-10467	223	9	“	"	PUNCT
spir-10467	223	10	audience	audience	NOUN
spir-10467	223	11	duplication	duplication	NOUN
spir-10467	223	12	”	"	PUNCT
spir-10467	223	13	–	–	PUNCT
spir-10467	223	14	which	which	PRON
spir-10467	223	15	is	be	AUX
spir-10467	223	16	the	the	DET
spir-10467	223	17	extent	extent	NOUN
spir-10467	223	18	of	of	ADP
spir-10467	223	19	overlap	overlap	NOUN
spir-10467	223	20	between	between	ADP
spir-10467	223	21	two	two	NUM
spir-10467	223	22	media	medium	NOUN
spir-10467	223	23	outlets	outlet	NOUN
spir-10467	223	24	or	or	CCONJ
spir-10467	223	25	in	in	ADP
spir-10467	223	26	other	other	ADJ
spir-10467	223	27	words	word	NOUN
spir-10467	223	28	,	,	PUNCT
spir-10467	223	29	the	the	DET
spir-10467	223	30	proportion	proportion	NOUN
spir-10467	223	31	of	of	ADP
spir-10467	223	32	users	user	NOUN
spir-10467	223	33	of	of	ADP
spir-10467	223	34	a	a	DET
spir-10467	223	35	given	give	VERB
spir-10467	223	36	outlet	outlet	NOUN
spir-10467	223	37	who	who	PRON
spir-10467	223	38	also	also	ADV
spir-10467	223	39	use	use	VERB
spir-10467	223	40	another	another	DET
spir-10467	223	41	outlet	outlet	NOUN
spir-10467	223	42	.	.	PUNCT
spir-10467	224	1	these	these	DET
spir-10467	224	2	pairwise	pairwise	NOUN
spir-10467	224	3	audience	audience	NOUN
spir-10467	224	4	duplication	duplication	NOUN
spir-10467	224	5	data	datum	NOUN
spir-10467	224	6	can	can	AUX
spir-10467	224	7	be	be	AUX
spir-10467	224	8	used	use	VERB
spir-10467	224	9	to	to	PART
spir-10467	224	10	create	create	VERB
spir-10467	224	11	an	an	DET
spir-10467	224	12	audience	audience	NOUN
spir-10467	224	13	duplication	duplication	NOUN
spir-10467	224	14	matrix	matrix	NOUN
spir-10467	224	15	,	,	PUNCT
spir-10467	224	16	which	which	PRON
spir-10467	224	17	effectively	effectively	ADV
spir-10467	224	18	is	be	AUX
spir-10467	224	19	a	a	DET
spir-10467	224	20	network	network	NOUN
spir-10467	224	21	of	of	ADP
spir-10467	224	22	media	medium	NOUN
spir-10467	224	23	outlets	outlet	NOUN
spir-10467	224	24	connected	connect	VERB
spir-10467	224	25	to	to	ADP
spir-10467	224	26	each	each	DET
spir-10467	224	27	other	other	ADJ
spir-10467	224	28	through	through	ADP
spir-10467	224	29	shared	share	VERB
spir-10467	224	30	audience	audience	NOUN
spir-10467	224	31	traffic	traffic	NOUN
spir-10467	224	32	.	.	PUNCT
spir-10467	225	1	a	a	DET
spir-10467	225	2	second	second	ADJ
spir-10467	225	3	measure	measure	NOUN
spir-10467	225	4	of	of	ADP
spir-10467	225	5	interest	interest	NOUN
spir-10467	225	6	these	these	DET
spir-10467	225	7	panels	panel	NOUN
spir-10467	225	8	provide	provide	VERB
spir-10467	225	9	is	be	AUX
spir-10467	225	10	“	"	PUNCT
spir-10467	225	11	user	user	NOUN
spir-10467	225	12	clickstreams	clickstream	NOUN
spir-10467	225	13	”	"	PUNCT
spir-10467	225	14	which	which	PRON
spir-10467	225	15	essentially	essentially	ADV
spir-10467	225	16	capture	capture	VERB
spir-10467	225	17	user	user	NOUN
spir-10467	225	18	’s	’s	PART
spir-10467	225	19	temporal	temporal	ADJ
spir-10467	225	20	order	order	NOUN
spir-10467	225	21	of	of	ADP
spir-10467	225	22	using	use	VERB
spir-10467	225	23	various	various	ADJ
spir-10467	225	24	outlets	outlet	NOUN
spir-10467	225	25	.	.	PUNCT
spir-10467	226	1	thus	thus	ADV
spir-10467	226	2	clickstream	clickstream	PROPN
spir-10467	226	3	data	datum	NOUN
spir-10467	226	4	informs	inform	VERB
spir-10467	226	5	us	we	PRON
spir-10467	226	6	that	that	PRON
spir-10467	226	7	of	of	ADP
spir-10467	226	8	all	all	DET
spir-10467	226	9	people	people	NOUN
spir-10467	226	10	who	who	PRON
spir-10467	226	11	visited	visit	VERB
spir-10467	226	12	a	a	DET
spir-10467	226	13	given	give	VERB
spir-10467	226	14	website	website	NOUN
spir-10467	226	15	a	a	NOUN
spir-10467	226	16	,	,	PUNCT
spir-10467	226	17	how	how	SCONJ
spir-10467	226	18	many	many	ADJ
spir-10467	226	19	of	of	ADP
spir-10467	226	20	them	they	PRON
spir-10467	226	21	were	be	AUX
spir-10467	226	22	on	on	ADP
spir-10467	226	23	another	another	DET
spir-10467	226	24	given	give	VERB
spir-10467	226	25	website	website	NOUN
spir-10467	226	26	immediately	immediately	ADV
spir-10467	226	27	before	before	ADP
spir-10467	226	28	and	and	CCONJ
spir-10467	226	29	after	after	ADP
spir-10467	226	30	visiting	visit	VERB
spir-10467	226	31	a.	a.	NOUN
spir-10467	226	32	these	these	DET
spir-10467	226	33	data	datum	NOUN
spir-10467	226	34	can	can	AUX
spir-10467	226	35	also	also	ADV
spir-10467	226	36	be	be	AUX
spir-10467	226	37	converted	convert	VERB
spir-10467	226	38	to	to	ADP
spir-10467	226	39	pairwise	pairwise	NOUN
spir-10467	226	40	“	"	PUNCT
spir-10467	226	41	audience	audience	NOUN
spir-10467	226	42	flow	flow	NOUN
spir-10467	226	43	”	"	PUNCT
spir-10467	226	44	matrices	matrix	NOUN
spir-10467	226	45	and	and	CCONJ
spir-10467	226	46	unlike	unlike	ADP
spir-10467	226	47	audience	audience	NOUN
spir-10467	226	48	duplication	duplication	NOUN
spir-10467	226	49	matrices	matrix	NOUN
spir-10467	226	50	they	they	PRON
spir-10467	226	51	also	also	ADV
spir-10467	226	52	have	have	VERB
spir-10467	226	53	directionality	directionality	NOUN
spir-10467	226	54	,	,	PUNCT
spir-10467	226	55	which	which	PRON
spir-10467	226	56	allows	allow	VERB
spir-10467	226	57	for	for	ADP
spir-10467	226	58	rich	rich	ADJ
spir-10467	226	59	analysis	analysis	NOUN
spir-10467	226	60	of	of	ADP
spir-10467	226	61	not	not	PART
spir-10467	226	62	only	only	ADV
spir-10467	226	63	people	people	NOUN
spir-10467	226	64	’s	’s	PART
spir-10467	226	65	shared	share	VERB
spir-10467	226	66	visitation	visitation	NOUN
spir-10467	226	67	patterns	pattern	NOUN
spir-10467	226	68	but	but	CCONJ
spir-10467	226	69	their	their	PRON
spir-10467	226	70	order	order	NOUN
spir-10467	226	71	of	of	ADP
spir-10467	226	72	visiting	visit	VERB
spir-10467	226	73	.	.	PUNCT
spir-10467	227	1	clickstream	clickstream	PROPN
spir-10467	227	2	data	datum	NOUN
spir-10467	227	3	for	for	ADP
spir-10467	227	4	example	example	NOUN
spir-10467	227	5	can	can	AUX
spir-10467	227	6	help	help	AUX
spir-10467	227	7	discern	discern	VERB
spir-10467	227	8	the	the	DET
spir-10467	227	9	role	role	NOUN
spir-10467	227	10	of	of	ADP
spir-10467	227	11	search	search	NOUN
spir-10467	227	12	engines	engine	NOUN
spir-10467	227	13	and	and	CCONJ
spir-10467	227	14	social	social	ADJ
spir-10467	227	15	networks	network	NOUN
spir-10467	227	16	in	in	ADP
spir-10467	227	17	influencing	influence	VERB
spir-10467	227	18	specific	specific	ADJ
spir-10467	227	19	patterns	pattern	NOUN
spir-10467	227	20	of	of	ADP
spir-10467	227	21	news	news	NOUN
spir-10467	227	22	usage	usage	NOUN
spir-10467	227	23	.	.	PUNCT
spir-10467	228	1	finally	finally	ADV
spir-10467	228	2	,	,	PUNCT
spir-10467	228	3	i	i	PRON
spir-10467	228	4	recognize	recognize	VERB
spir-10467	228	5	that	that	SCONJ
spir-10467	228	6	bulk	bulk	NOUN
spir-10467	228	7	of	of	ADP
spir-10467	228	8	social	social	ADJ
spir-10467	228	9	science	science	NOUN
spir-10467	228	10	theories	theory	NOUN
spir-10467	228	11	relate	relate	VERB
spir-10467	228	12	behavior	behavior	NOUN
spir-10467	228	13	to	to	PART
spir-10467	228	14	user	user	NOUN
spir-10467	228	15	characteristics	characteristic	NOUN
spir-10467	228	16	such	such	ADJ
spir-10467	228	17	as	as	ADP
spir-10467	228	18	demographics	demographic	NOUN
spir-10467	228	19	.	.	PUNCT
spir-10467	229	1	although	although	SCONJ
spir-10467	229	2	reporting	report	VERB
spir-10467	229	3	information	information	NOUN
spir-10467	229	4	in	in	ADP
spir-10467	229	5	the	the	DET
spir-10467	229	6	aggregate	aggregate	NOUN
spir-10467	229	7	,	,	PUNCT
spir-10467	229	8	audience	audience	NOUN
spir-10467	229	9	centric	centric	NOUN
spir-10467	229	10	log	log	NOUN
spir-10467	229	11	data	datum	NOUN
spir-10467	229	12	do	do	AUX
spir-10467	229	13	provide	provide	VERB
spir-10467	229	14	demographic	demographic	ADJ
spir-10467	229	15	breakouts	breakout	NOUN
spir-10467	229	16	of	of	ADP
spir-10467	229	17	whatever	whatever	DET
spir-10467	229	18	information	information	NOUN
spir-10467	229	19	they	they	PRON
spir-10467	229	20	report	report	VERB
spir-10467	229	21	on	on	ADP
spir-10467	229	22	at	at	ADP
spir-10467	229	23	least	least	ADJ
spir-10467	229	24	on	on	ADP
spir-10467	229	25	key	key	ADJ
spir-10467	229	26	variables	variable	NOUN
spir-10467	229	27	such	such	ADJ
spir-10467	229	28	as	as	ADP
spir-10467	229	29	gender	gender	NOUN
spir-10467	229	30	,	,	PUNCT
spir-10467	229	31	age	age	NOUN
spir-10467	229	32	,	,	PUNCT
spir-10467	229	33	household	household	NOUN
spir-10467	229	34	income	income	NOUN
spir-10467	229	35	and	and	CCONJ
spir-10467	229	36	race	race	NOUN
spir-10467	229	37	.	.	PUNCT
spir-10467	230	1	thus	thus	ADV
spir-10467	230	2	the	the	DET
spir-10467	230	3	matrices	matrix	NOUN
spir-10467	230	4	based	base	VERB
spir-10467	230	5	on	on	ADP
spir-10467	230	6	relational	relational	ADJ
spir-10467	230	7	measures	measure	NOUN
spir-10467	230	8	such	such	ADJ
spir-10467	230	9	as	as	ADP
spir-10467	230	10	duplication	duplication	NOUN
spir-10467	230	11	and	and	CCONJ
spir-10467	230	12	clickstreams	clickstream	NOUN
spir-10467	230	13	i	i	PRON
spir-10467	230	14	just	just	ADV
spir-10467	230	15	described	describe	VERB
spir-10467	230	16	can	can	AUX
spir-10467	230	17	be	be	AUX
spir-10467	230	18	obtained	obtain	VERB
spir-10467	230	19	for	for	ADP
spir-10467	230	20	the	the	DET
spir-10467	230	21	same	same	ADJ
spir-10467	230	22	media	medium	NOUN
spir-10467	230	23	outlet	outlet	NOUN
spir-10467	230	24	for	for	ADP
spir-10467	230	25	different	different	ADJ
spir-10467	230	26	demographic	demographic	ADJ
spir-10467	230	27	segments	segment	NOUN
spir-10467	230	28	and	and	CCONJ
spir-10467	230	29	usage	usage	NOUN
spir-10467	230	30	can	can	AUX
spir-10467	230	31	be	be	AUX
spir-10467	230	32	compared	compare	VERB
spir-10467	230	33	between	between	ADP
spir-10467	230	34	them	they	PRON
spir-10467	230	35	.	.	PUNCT
spir-10467	231	1	in	in	ADP
spir-10467	231	2	sum	sum	NOUN
spir-10467	231	3	,	,	PUNCT
spir-10467	231	4	i	i	PRON
spir-10467	231	5	hope	hope	VERB
spir-10467	231	6	that	that	SCONJ
spir-10467	231	7	by	by	ADP
spir-10467	231	8	elaborating	elaborate	VERB
spir-10467	231	9	on	on	ADP
spir-10467	231	10	the	the	DET
spir-10467	231	11	nature	nature	NOUN
spir-10467	231	12	of	of	ADP
spir-10467	231	13	and	and	CCONJ
spir-10467	231	14	possibilities	possibility	NOUN
spir-10467	231	15	with	with	ADP
spir-10467	231	16	audience	audience	NOUN
spir-10467	231	17	centric	centric	ADJ
spir-10467	231	18	log	log	PROPN
spir-10467	231	19	data	datum	NOUN
spir-10467	231	20	,	,	PUNCT
spir-10467	231	21	this	this	DET
spir-10467	231	22	presentation	presentation	NOUN
spir-10467	231	23	will	will	AUX
spir-10467	231	24	convince	convince	VERB
spir-10467	231	25	more	more	ADJ
spir-10467	231	26	internet	internet	NOUN
spir-10467	231	27	researchers	researcher	NOUN
spir-10467	231	28	to	to	PART
spir-10467	231	29	embrace	embrace	VERB
spir-10467	231	30	this	this	DET
spir-10467	231	31	class	class	NOUN
spir-10467	231	32	of	of	ADP
spir-10467	231	33	log	log	PROPN
spir-10467	231	34	data	datum	NOUN
spir-10467	231	35	.	.	PUNCT
spir-10467	232	1	references	reference	NOUN
spir-10467	232	2	boyd	boyd	PROPN
spir-10467	232	3	,	,	PUNCT
spir-10467	232	4	danah	danah	PROPN
spir-10467	232	5	,	,	PUNCT
spir-10467	232	6	&	&	CCONJ
spir-10467	232	7	crawford	crawford	PROPN
spir-10467	232	8	,	,	PUNCT
spir-10467	232	9	k.	k.	PROPN
spir-10467	232	10	(	(	PUNCT
spir-10467	232	11	2012	2012	NUM
spir-10467	232	12	)	)	PUNCT
spir-10467	232	13	.	.	PUNCT
spir-10467	233	1	critical	critical	ADJ
spir-10467	233	2	questions	question	NOUN
spir-10467	233	3	for	for	ADP
spir-10467	233	4	big	big	ADJ
spir-10467	233	5	data	datum	NOUN
spir-10467	233	6	.	.	PUNCT
spir-10467	234	1	information	information	NOUN
spir-10467	234	2	,	,	PUNCT
spir-10467	234	3	communication	communication	NOUN
spir-10467	234	4	&	&	CCONJ
spir-10467	234	5	society	society	NOUN
spir-10467	234	6	,	,	PUNCT
spir-10467	234	7	15(5	15(5	NUM
spir-10467	234	8	)	)	PUNCT
spir-10467	234	9	,	,	PUNCT
spir-10467	234	10	662–679	662–679	NUM
spir-10467	234	11	.	.	PUNCT
spir-10467	235	1	sandvig	sandvig	PROPN
spir-10467	235	2	,	,	PUNCT
spir-10467	235	3	c.	c.	PROPN
spir-10467	235	4	(	(	PUNCT
spir-10467	235	5	2015	2015	NUM
spir-10467	235	6	)	)	PUNCT
spir-10467	235	7	.	.	PUNCT
spir-10467	236	1	the	the	DET
spir-10467	236	2	internet	internet	NOUN
spir-10467	236	3	as	as	ADP
spir-10467	236	4	the	the	DET
spir-10467	236	5	anti	anti	NOUN
spir-10467	236	6	-	-	NOUN
spir-10467	236	7	television	television	ADJ
spir-10467	236	8	:	:	PUNCT
spir-10467	236	9	distribution	distribution	NOUN
spir-10467	236	10	infrastructure	infrastructure	NOUN
spir-10467	236	11	as	as	ADP
spir-10467	236	12	culture	culture	NOUN
spir-10467	236	13	and	and	CCONJ
spir-10467	236	14	power	power	NOUN
spir-10467	236	15	.	.	PUNCT
spir-10467	237	1	in	in	ADP
spir-10467	237	2	:	:	PUNCT
spir-10467	237	3	l.	l.	PROPN
spir-10467	237	4	parks	parks	PROPN
spir-10467	237	5	and	and	CCONJ
spir-10467	237	6	n.	n.	PROPN
spir-10467	237	7	starosielski	starosielski	PROPN
spir-10467	237	8	(	(	PUNCT
spir-10467	237	9	eds	ed	NOUN
spir-10467	237	10	.	.	PUNCT
spir-10467	237	11	)	)	PUNCT
spir-10467	237	12	,	,	PUNCT
spir-10467	237	13	signal	signal	VERB
spir-10467	237	14	traffic	traffic	NOUN
spir-10467	237	15	:	:	PUNCT
spir-10467	237	16	critical	critical	ADJ
spir-10467	237	17	studies	study	NOUN
spir-10467	237	18	of	of	ADP
spir-10467	237	19	media	medium	NOUN
spir-10467	237	20	infrastructures	infrastructure	NOUN
spir-10467	237	21	,	,	PUNCT
spir-10467	237	22	pp	pp	ADJ
spir-10467	237	23	.	.	PUNCT
spir-10467	238	1	225	225	NUM
spir-10467	238	2	-	-	SYM
spir-10467	238	3	245	245	NUM
spir-10467	238	4	.	.	PUNCT
spir-10467	239	1	chicago	chicago	PROPN
spir-10467	239	2	:	:	PUNCT
spir-10467	239	3	university	university	NOUN
spir-10467	239	4	of	of	ADP
spir-10467	239	5	illinois	illinois	PROPN
spir-10467	239	6	press	press	PROPN
spir-10467	239	7	.	.	PUNCT
spir-10467	240	1	webster	webster	PROPN
spir-10467	240	2	,	,	PUNCT
spir-10467	240	3	j.	j.	PROPN
spir-10467	240	4	g.	g.	PROPN
spir-10467	240	5	,	,	PUNCT
spir-10467	240	6	phalen	phalen	VERB
spir-10467	240	7	,	,	PUNCT
spir-10467	240	8	p.	p.	PROPN
spir-10467	240	9	f.	f.	PROPN
spir-10467	240	10	,	,	PUNCT
spir-10467	240	11	&	&	CCONJ
spir-10467	240	12	licthy	licthy	PROPN
spir-10467	240	13	,	,	PUNCT
spir-10467	240	14	l.	l.	PROPN
spir-10467	240	15	w.	w.	PROPN
spir-10467	240	16	(	(	PUNCT
spir-10467	240	17	2014	2014	NUM
spir-10467	240	18	)	)	PUNCT
spir-10467	240	19	.	.	PUNCT
spir-10467	241	1	ratings	rating	NOUN
spir-10467	241	2	analysis	analysis	NOUN
spir-10467	241	3	:	:	PUNCT
spir-10467	241	4	audience	audience	NOUN
spir-10467	241	5	measurement	measurement	NOUN
spir-10467	241	6	and	and	CCONJ
spir-10467	241	7	analytics	analytic	NOUN
spir-10467	241	8	.	.	PUNCT
spir-10467	242	1	new	new	PROPN
spir-10467	242	2	york	york	PROPN
spir-10467	242	3	:	:	PUNCT
spir-10467	242	4	routledge	routledge	PROPN
spir-10467	242	5	.	.	PUNCT
spir-10467	243	1	a	a	DET
spir-10467	243	2	multi	multi	ADJ
spir-10467	243	3	-	-	ADJ
spir-10467	243	4	institutional	institutional	ADJ
spir-10467	243	5	approach	approach	NOUN
spir-10467	243	6	to	to	ADP
spir-10467	243	7	‘	'	PUNCT
spir-10467	243	8	big	big	ADJ
spir-10467	243	9	social	social	ADJ
spir-10467	243	10	data	datum	NOUN
spir-10467	243	11	’	'	PUNCT
spir-10467	243	12	:	:	PUNCT
spir-10467	243	13	the	the	DET
spir-10467	243	14	trisma	trisma	NOUN
spir-10467	243	15	project	project	NOUN
spir-10467	243	16	axel	axel	PROPN
spir-10467	243	17	bruns	bruns	PROPN
spir-10467	243	18	queensland	queensland	PROPN
spir-10467	243	19	university	university	PROPN
spir-10467	243	20	of	of	ADP
spir-10467	243	21	technology	technology	NOUN
spir-10467	243	22	introduction	introduction	NOUN
spir-10467	243	23	methods	method	NOUN
spir-10467	243	24	for	for	ADP
spir-10467	243	25	the	the	DET
spir-10467	243	26	gathering	gathering	NOUN
spir-10467	243	27	and	and	CCONJ
spir-10467	243	28	analysis	analysis	NOUN
spir-10467	243	29	of	of	ADP
spir-10467	243	30	large	large	ADJ
spir-10467	243	31	datasets	dataset	NOUN
spir-10467	243	32	about	about	ADP
spir-10467	243	33	communicative	communicative	ADJ
spir-10467	243	34	interactions	interaction	NOUN
spir-10467	243	35	between	between	ADP
spir-10467	243	36	users	user	NOUN
spir-10467	243	37	,	,	PUNCT
spir-10467	243	38	especially	especially	ADV
spir-10467	243	39	on	on	ADP
spir-10467	243	40	digital	digital	ADJ
spir-10467	243	41	and	and	CCONJ
spir-10467	243	42	social	social	ADJ
spir-10467	243	43	media	medium	NOUN
spir-10467	243	44	platforms	platform	NOUN
spir-10467	243	45	,	,	PUNCT
spir-10467	243	46	have	have	AUX
spir-10467	243	47	become	become	VERB
spir-10467	243	48	increasingly	increasingly	ADV
spir-10467	243	49	prominent	prominent	ADJ
spir-10467	243	50	in	in	ADP
spir-10467	243	51	the	the	DET
spir-10467	243	52	field	field	NOUN
spir-10467	243	53	of	of	ADP
spir-10467	243	54	internet	internet	NOUN
spir-10467	243	55	research	research	NOUN
spir-10467	243	56	in	in	ADP
spir-10467	243	57	recent	recent	ADJ
spir-10467	243	58	years	year	NOUN
spir-10467	243	59	.	.	PUNCT
spir-10467	244	1	this	this	PRON
spir-10467	244	2	is	be	AUX
spir-10467	244	3	sometimes	sometimes	ADV
spir-10467	244	4	aligned	align	VERB
spir-10467	244	5	with	with	ADP
spir-10467	244	6	a	a	DET
spir-10467	244	7	push	push	NOUN
spir-10467	244	8	towards	towards	ADP
spir-10467	244	9	more	more	ADV
spir-10467	244	10	quantitative	quantitative	ADJ
spir-10467	244	11	perspectives	perspective	NOUN
spir-10467	244	12	in	in	ADP
spir-10467	244	13	communication	communication	NOUN
spir-10467	244	14	research	research	NOUN
spir-10467	244	15	,	,	PUNCT
spir-10467	244	16	but	but	CCONJ
spir-10467	244	17	often	often	ADV
spir-10467	244	18	also	also	ADV
spir-10467	244	19	enables	enable	VERB
spir-10467	244	20	the	the	DET
spir-10467	244	21	development	development	NOUN
spir-10467	244	22	of	of	ADP
spir-10467	244	23	new	new	ADJ
spir-10467	244	24	mixedmethods	mixedmethod	NOUN
spir-10467	244	25	approaches	approach	VERB
spir-10467	244	26	where	where	SCONJ
spir-10467	244	27	quantitative	quantitative	ADJ
spir-10467	244	28	analytics	analytic	NOUN
spir-10467	244	29	for	for	ADP
spir-10467	244	30	large	large	ADJ
spir-10467	244	31	datasets	dataset	NOUN
spir-10467	244	32	are	be	AUX
spir-10467	244	33	used	use	VERB
spir-10467	244	34	to	to	PART
spir-10467	244	35	pinpoint	pinpoint	VERB
spir-10467	244	36	subsets	subset	NOUN
spir-10467	244	37	of	of	ADP
spir-10467	244	38	the	the	DET
spir-10467	244	39	data	datum	NOUN
spir-10467	244	40	that	that	PRON
spir-10467	244	41	would	would	AUX
spir-10467	244	42	benefit	benefit	VERB
spir-10467	244	43	especially	especially	ADV
spir-10467	244	44	strongly	strongly	ADV
spir-10467	244	45	from	from	ADP
spir-10467	244	46	a	a	DET
spir-10467	244	47	further	further	ADJ
spir-10467	244	48	,	,	PUNCT
spir-10467	244	49	detailed	detailed	ADJ
spir-10467	244	50	qualitative	qualitative	ADJ
spir-10467	244	51	exploration	exploration	NOUN
spir-10467	244	52	and	and	CCONJ
spir-10467	244	53	assessment	assessment	NOUN
spir-10467	244	54	,	,	PUNCT
spir-10467	244	55	for	for	ADP
spir-10467	244	56	instance	instance	NOUN
spir-10467	244	57	through	through	ADP
spir-10467	244	58	close	close	ADJ
spir-10467	244	59	reading	reading	NOUN
spir-10467	244	60	and	and	CCONJ
spir-10467	244	61	manual	manual	ADJ
spir-10467	244	62	coding	code	VERB
spir-10467	244	63	approaches	approach	NOUN
spir-10467	244	64	.	.	PUNCT
spir-10467	245	1	any	any	DET
spir-10467	245	2	quantitative	quantitative	ADJ
spir-10467	245	3	,	,	PUNCT
spir-10467	245	4	qualitative	qualitative	NOUN
spir-10467	245	5	,	,	PUNCT
spir-10467	245	6	or	or	CCONJ
spir-10467	245	7	mixed	mixed	ADJ
spir-10467	245	8	-	-	PUNCT
spir-10467	245	9	methods	method	NOUN
spir-10467	245	10	analyses	analysis	NOUN
spir-10467	245	11	that	that	PRON
spir-10467	245	12	draw	draw	VERB
spir-10467	245	13	on	on	ADP
spir-10467	245	14	such	such	ADJ
spir-10467	245	15	‘	'	PUNCT
spir-10467	245	16	big	big	ADJ
spir-10467	245	17	social	social	ADJ
spir-10467	245	18	data	datum	NOUN
spir-10467	245	19	’	'	PUNCT
spir-10467	245	20	are	be	AUX
spir-10467	245	21	necessarily	necessarily	ADV
spir-10467	245	22	always	always	ADV
spir-10467	245	23	limited	limit	VERB
spir-10467	245	24	by	by	ADP
spir-10467	245	25	the	the	DET
spir-10467	245	26	quality	quality	NOUN
spir-10467	245	27	and	and	CCONJ
spir-10467	245	28	reliability	reliability	NOUN
spir-10467	245	29	of	of	ADP
spir-10467	245	30	the	the	DET
spir-10467	245	31	datasets	dataset	NOUN
spir-10467	245	32	underlying	underlie	VERB
spir-10467	245	33	them	they	PRON
spir-10467	245	34	,	,	PUNCT
spir-10467	245	35	however	however	ADV
spir-10467	245	36	.	.	PUNCT
spir-10467	246	1	alongside	alongside	ADP
spir-10467	246	2	the	the	DET
spir-10467	246	3	rise	rise	NOUN
spir-10467	246	4	of	of	ADP
spir-10467	246	5	‘	'	PUNCT
spir-10467	246	6	big	big	ADJ
spir-10467	246	7	data	datum	NOUN
spir-10467	246	8	’	'	PUNCT
spir-10467	246	9	in	in	ADP
spir-10467	246	10	internet	internet	NOUN
spir-10467	246	11	research	research	NOUN
spir-10467	246	12	we	we	PRON
spir-10467	246	13	have	have	AUX
spir-10467	246	14	therefore	therefore	ADV
spir-10467	246	15	also	also	ADV
spir-10467	246	16	seen	see	VERB
spir-10467	246	17	the	the	DET
spir-10467	246	18	emergence	emergence	NOUN
spir-10467	246	19	of	of	ADP
spir-10467	246	20	a	a	DET
spir-10467	246	21	body	body	NOUN
spir-10467	246	22	of	of	ADP
spir-10467	246	23	literature	literature	NOUN
spir-10467	246	24	that	that	PRON
spir-10467	246	25	critically	critically	ADV
spir-10467	246	26	reviews	review	VERB
spir-10467	246	27	the	the	DET
spir-10467	246	28	limitations	limitation	NOUN
spir-10467	246	29	of	of	ADP
spir-10467	246	30	‘	'	PUNCT
spir-10467	246	31	big	big	ADJ
spir-10467	246	32	data	datum	NOUN
spir-10467	246	33	’	'	PUNCT
spir-10467	246	34	as	as	ADP
spir-10467	246	35	an	an	DET
spir-10467	246	36	overall	overall	ADJ
spir-10467	246	37	concept	concept	NOUN
spir-10467	246	38	,	,	PUNCT
spir-10467	246	39	and	and	CCONJ
spir-10467	246	40	of	of	ADP
spir-10467	246	41	specific	specific	ADJ
spir-10467	246	42	sources	source	NOUN
spir-10467	246	43	of	of	ADP
spir-10467	246	44	‘	'	PUNCT
spir-10467	246	45	big	big	ADJ
spir-10467	246	46	data	datum	NOUN
spir-10467	246	47	’	'	PUNCT
spir-10467	246	48	as	as	SCONJ
spir-10467	246	49	they	they	PRON
spir-10467	246	50	are	be	AUX
spir-10467	246	51	commonly	commonly	ADV
spir-10467	246	52	used	use	VERB
spir-10467	246	53	in	in	ADP
spir-10467	246	54	the	the	DET
spir-10467	246	55	field	field	NOUN
spir-10467	246	56	.	.	PUNCT
spir-10467	247	1	these	these	PRON
spir-10467	247	2	include	include	VERB
spir-10467	247	3	overall	overall	ADJ
spir-10467	247	4	challenges	challenge	NOUN
spir-10467	247	5	such	such	ADJ
spir-10467	247	6	as	as	ADP
spir-10467	247	7	boyd	boyd	PROPN
spir-10467	247	8	&	&	CCONJ
spir-10467	247	9	crawford	crawford	PROPN
spir-10467	247	10	’s	’s	PART
spir-10467	247	11	influential	influential	ADJ
spir-10467	247	12	“	"	PUNCT
spir-10467	247	13	provocations	provocation	NOUN
spir-10467	247	14	”	"	PUNCT
spir-10467	247	15	about	about	ADP
spir-10467	247	16	‘	'	PUNCT
spir-10467	247	17	big	big	ADJ
spir-10467	247	18	data	datum	NOUN
spir-10467	247	19	’	'	PUNCT
spir-10467	247	20	(	(	PUNCT
spir-10467	247	21	2012	2012	NUM
spir-10467	247	22	)	)	PUNCT
spir-10467	247	23	,	,	PUNCT
spir-10467	247	24	as	as	ADV
spir-10467	247	25	well	well	ADV
spir-10467	247	26	as	as	ADP
spir-10467	247	27	detailed	detailed	ADJ
spir-10467	247	28	analyses	analysis	NOUN
spir-10467	247	29	especially	especially	ADV
spir-10467	247	30	of	of	ADP
spir-10467	247	31	the	the	DET
spir-10467	247	32	limitations	limitation	NOUN
spir-10467	247	33	,	,	PUNCT
spir-10467	247	34	reliability	reliability	NOUN
spir-10467	247	35	,	,	PUNCT
spir-10467	247	36	and	and	CCONJ
spir-10467	247	37	representativeness	representativenes	VERB
spir-10467	247	38	of	of	ADP
spir-10467	247	39	the	the	DET
spir-10467	247	40	various	various	ADJ
spir-10467	247	41	sources	source	NOUN
spir-10467	247	42	of	of	ADP
spir-10467	247	43	twitter	twitter	NOUN
spir-10467	247	44	data	datum	NOUN
spir-10467	247	45	that	that	PRON
spir-10467	247	46	are	be	AUX
spir-10467	247	47	particularly	particularly	ADV
spir-10467	247	48	widely	widely	ADV
spir-10467	247	49	used	use	VERB
spir-10467	247	50	in	in	ADP
spir-10467	247	51	recent	recent	ADJ
spir-10467	247	52	scholarship	scholarship	NOUN
spir-10467	247	53	(	(	PUNCT
spir-10467	247	54	e.g.	e.g.	ADV
spir-10467	247	55	gerlitz	gerlitz	NOUN
spir-10467	247	56	&	&	CCONJ
spir-10467	247	57	rieder	rieder	NOUN
spir-10467	247	58	,	,	PUNCT
spir-10467	247	59	2013	2013	NUM
spir-10467	247	60	;	;	PUNCT
spir-10467	247	61	driscoll	driscoll	PROPN
spir-10467	247	62	&	&	CCONJ
spir-10467	247	63	walker	walker	PROPN
spir-10467	247	64	2014	2014	NUM
spir-10467	247	65	;	;	PUNCT
spir-10467	247	66	bruns	brun	NOUN
spir-10467	247	67	&	&	CCONJ
spir-10467	247	68	burgess	burgess	PROPN
spir-10467	247	69	2015	2015	NUM
spir-10467	247	70	;	;	PUNCT
spir-10467	247	71	weltevrede	weltevrede	NOUN
spir-10467	247	72	,	,	PUNCT
spir-10467	247	73	2016	2016	NUM
spir-10467	247	74	)	)	PUNCT
spir-10467	247	75	.	.	PUNCT
spir-10467	248	1	limitations	limitation	NOUN
spir-10467	248	2	of	of	ADP
spir-10467	248	3	current	current	ADJ
spir-10467	248	4	‘	'	PUNCT
spir-10467	248	5	big	big	ADJ
spir-10467	248	6	data	datum	NOUN
spir-10467	248	7	’	'	PUNCT
spir-10467	248	8	approaches	approach	NOUN
spir-10467	248	9	in	in	ADP
spir-10467	248	10	the	the	DET
spir-10467	248	11	field	field	NOUN
spir-10467	248	12	of	of	ADP
spir-10467	248	13	social	social	ADJ
spir-10467	248	14	media	medium	NOUN
spir-10467	248	15	research	research	NOUN
spir-10467	248	16	,	,	PUNCT
spir-10467	248	17	such	such	ADJ
spir-10467	248	18	studies	study	NOUN
spir-10467	248	19	have	have	AUX
spir-10467	248	20	shown	show	VERB
spir-10467	248	21	that	that	SCONJ
spir-10467	248	22	much	much	ADJ
spir-10467	248	23	current	current	ADJ
spir-10467	248	24	scholarship	scholarship	NOUN
spir-10467	248	25	,	,	PUNCT
spir-10467	248	26	even	even	ADV
spir-10467	248	27	when	when	SCONJ
spir-10467	248	28	it	it	PRON
spir-10467	248	29	works	work	VERB
spir-10467	248	30	with	with	ADP
spir-10467	248	31	very	very	ADV
spir-10467	248	32	large	large	ADJ
spir-10467	248	33	datasets	dataset	NOUN
spir-10467	248	34	,	,	PUNCT
spir-10467	248	35	continues	continue	VERB
spir-10467	248	36	to	to	PART
spir-10467	248	37	work	work	VERB
spir-10467	248	38	with	with	ADP
spir-10467	248	39	data	datum	NOUN
spir-10467	248	40	that	that	PRON
spir-10467	248	41	are	be	AUX
spir-10467	248	42	subject	subject	ADJ
spir-10467	248	43	to	to	ADP
spir-10467	248	44	a	a	DET
spir-10467	248	45	range	range	NOUN
spir-10467	248	46	of	of	ADP
spir-10467	248	47	severe	severe	ADJ
spir-10467	248	48	limitations	limitation	NOUN
spir-10467	248	49	.	.	PUNCT
spir-10467	249	1	common	common	ADJ
spir-10467	249	2	twitter	twitter	NOUN
spir-10467	249	3	data	datum	NOUN
spir-10467	249	4	gathering	gather	VERB
spir-10467	249	5	techniques	technique	NOUN
spir-10467	249	6	,	,	PUNCT
spir-10467	249	7	for	for	ADP
spir-10467	249	8	instance	instance	NOUN
spir-10467	249	9	,	,	PUNCT
spir-10467	249	10	continue	continue	VERB
spir-10467	249	11	to	to	PART
spir-10467	249	12	rely	rely	VERB
spir-10467	249	13	largely	largely	ADV
spir-10467	249	14	on	on	ADP
spir-10467	249	15	the	the	DET
spir-10467	249	16	tracking	tracking	NOUN
spir-10467	249	17	of	of	ADP
spir-10467	249	18	sets	set	NOUN
spir-10467	249	19	of	of	ADP
spir-10467	249	20	hashtags	hashtag	NOUN
spir-10467	249	21	and/or	and/or	CCONJ
spir-10467	249	22	keywords	keyword	NOUN
spir-10467	249	23	;	;	PUNCT
spir-10467	249	24	although	although	SCONJ
spir-10467	249	25	these	these	PRON
spir-10467	249	26	can	can	AUX
spir-10467	249	27	generate	generate	VERB
spir-10467	249	28	some	some	DET
spir-10467	249	29	very	very	ADV
spir-10467	249	30	large	large	ADJ
spir-10467	249	31	datasets	dataset	NOUN
spir-10467	249	32	(	(	PUNCT
spir-10467	249	33	comprised	comprise	VERB
spir-10467	249	34	of	of	ADP
spir-10467	249	35	millions	million	NOUN
spir-10467	249	36	or	or	CCONJ
spir-10467	249	37	tens	ten	NOUN
spir-10467	249	38	of	of	ADP
spir-10467	249	39	millions	million	NOUN
spir-10467	249	40	of	of	ADP
spir-10467	249	41	tweets	tweet	NOUN
spir-10467	249	42	)	)	PUNCT
spir-10467	249	43	,	,	PUNCT
spir-10467	249	44	they	they	PRON
spir-10467	249	45	nonetheless	nonetheless	ADV
spir-10467	249	46	miss	miss	VERB
spir-10467	249	47	out	out	ADP
spir-10467	249	48	on	on	ADP
spir-10467	249	49	important	important	ADJ
spir-10467	249	50	aspects	aspect	NOUN
spir-10467	249	51	of	of	ADP
spir-10467	249	52	the	the	DET
spir-10467	249	53	communicative	communicative	ADJ
spir-10467	249	54	process	process	NOUN
spir-10467	249	55	that	that	PRON
spir-10467	249	56	would	would	AUX
spir-10467	249	57	be	be	AUX
spir-10467	249	58	valuable	valuable	ADJ
spir-10467	249	59	for	for	ADP
spir-10467	249	60	the	the	DET
spir-10467	249	61	full	full	ADJ
spir-10467	249	62	analysis	analysis	NOUN
spir-10467	249	63	of	of	ADP
spir-10467	249	64	specific	specific	ADJ
spir-10467	249	65	practices	practice	NOUN
spir-10467	249	66	,	,	PUNCT
spir-10467	249	67	issues	issue	NOUN
spir-10467	249	68	,	,	PUNCT
spir-10467	249	69	or	or	CCONJ
spir-10467	249	70	events	event	NOUN
spir-10467	249	71	:	:	PUNCT
spir-10467	249	72	for	for	ADP
spir-10467	249	73	instance	instance	NOUN
spir-10467	249	74	,	,	PUNCT
spir-10467	249	75	such	such	ADJ
spir-10467	249	76	hashtag	hashtag	NOUN
spir-10467	249	77	datasets	dataset	NOUN
spir-10467	249	78	do	do	AUX
spir-10467	249	79	not	not	PART
spir-10467	249	80	contain	contain	VERB
spir-10467	249	81	any	any	PRON
spir-10467	249	82	of	of	ADP
spir-10467	249	83	the	the	DET
spir-10467	249	84	tweets	tweet	NOUN
spir-10467	249	85	preceding	precede	VERB
spir-10467	249	86	or	or	CCONJ
spir-10467	249	87	responding	respond	VERB
spir-10467	249	88	to	to	ADP
spir-10467	249	89	a	a	DET
spir-10467	249	90	matching	matching	NOUN
spir-10467	249	91	tweet	tweet	NOUN
spir-10467	249	92	unless	unless	SCONJ
spir-10467	249	93	those	those	DET
spir-10467	249	94	tweets	tweet	NOUN
spir-10467	249	95	themselves	themselves	PRON
spir-10467	249	96	also	also	ADV
spir-10467	249	97	contain	contain	VERB
spir-10467	249	98	the	the	DET
spir-10467	249	99	same	same	ADJ
spir-10467	249	100	hashtag	hashtag	NOUN
spir-10467	249	101	.	.	PUNCT
spir-10467	250	1	working	work	VERB
spir-10467	250	2	with	with	ADP
spir-10467	250	3	these	these	DET
spir-10467	250	4	datasets	dataset	NOUN
spir-10467	250	5	is	be	AUX
spir-10467	250	6	analogous	analogous	ADJ
spir-10467	250	7	to	to	ADP
spir-10467	250	8	listening	listen	VERB
spir-10467	250	9	in	in	ADP
spir-10467	250	10	on	on	ADP
spir-10467	250	11	only	only	ADV
spir-10467	250	12	one	one	NUM
spir-10467	250	13	side	side	NOUN
spir-10467	250	14	of	of	ADP
spir-10467	250	15	a	a	DET
spir-10467	250	16	multi	multi	ADJ
spir-10467	250	17	-	-	ADJ
spir-10467	250	18	sided	sided	ADJ
spir-10467	250	19	phone	phone	NOUN
spir-10467	250	20	conversation	conversation	NOUN
spir-10467	250	21	,	,	PUNCT
spir-10467	250	22	therefore	therefore	ADV
spir-10467	250	23	,	,	PUNCT
spir-10467	250	24	and	and	CCONJ
spir-10467	250	25	complicates	complicate	VERB
spir-10467	250	26	or	or	CCONJ
spir-10467	250	27	prevents	prevent	VERB
spir-10467	250	28	any	any	DET
spir-10467	250	29	research	research	NOUN
spir-10467	250	30	approaches	approach	NOUN
spir-10467	250	31	that	that	PRON
spir-10467	250	32	seek	seek	VERB
spir-10467	250	33	to	to	PART
spir-10467	250	34	examine	examine	VERB
spir-10467	250	35	the	the	DET
spir-10467	250	36	full	full	ADJ
spir-10467	250	37	conversations	conversation	NOUN
spir-10467	250	38	.	.	PUNCT
spir-10467	251	1	similarly	similarly	ADV
spir-10467	251	2	,	,	PUNCT
spir-10467	251	3	data	datum	NOUN
spir-10467	251	4	gathering	gathering	NOUN
spir-10467	251	5	approaches	approach	NOUN
spir-10467	251	6	that	that	PRON
spir-10467	251	7	proceed	proceed	VERB
spir-10467	251	8	in	in	ADP
spir-10467	251	9	this	this	DET
spir-10467	251	10	way	way	NOUN
spir-10467	251	11	from	from	ADP
spir-10467	251	12	a	a	DET
spir-10467	251	13	set	set	NOUN
spir-10467	251	14	of	of	ADP
spir-10467	251	15	search	search	NOUN
spir-10467	251	16	terms	term	NOUN
spir-10467	251	17	fundamentally	fundamentally	ADV
spir-10467	251	18	lack	lack	VERB
spir-10467	251	19	context	context	NOUN
spir-10467	251	20	;	;	PUNCT
spir-10467	251	21	while	while	SCONJ
spir-10467	251	22	it	it	PRON
spir-10467	251	23	is	be	AUX
spir-10467	251	24	possible	possible	ADJ
spir-10467	251	25	to	to	PART
spir-10467	251	26	establish	establish	VERB
spir-10467	251	27	patterns	pattern	NOUN
spir-10467	251	28	in	in	ADP
spir-10467	251	29	a	a	DET
spir-10467	251	30	given	give	VERB
spir-10467	251	31	dataset	dataset	NOUN
spir-10467	251	32	,	,	PUNCT
spir-10467	251	33	and	and	CCONJ
spir-10467	251	34	compare	compare	VERB
spir-10467	251	35	them	they	PRON
spir-10467	251	36	against	against	ADP
spir-10467	251	37	other	other	ADJ
spir-10467	251	38	,	,	PUNCT
spir-10467	251	39	similar	similar	ADJ
spir-10467	251	40	datasets	dataset	NOUN
spir-10467	251	41	,	,	PUNCT
spir-10467	251	42	there	there	PRON
spir-10467	251	43	is	be	VERB
spir-10467	251	44	usually	usually	ADV
spir-10467	251	45	no	no	DET
spir-10467	251	46	baseline	baseline	ADJ
spir-10467	251	47	information	information	NOUN
spir-10467	251	48	on	on	ADP
spir-10467	251	49	total	total	ADJ
spir-10467	251	50	platform	platform	NOUN
spir-10467	251	51	activity	activity	NOUN
spir-10467	251	52	against	against	ADP
spir-10467	251	53	which	which	PRON
spir-10467	251	54	they	they	PRON
spir-10467	251	55	might	might	AUX
spir-10467	251	56	be	be	AUX
spir-10467	251	57	benchmarked	benchmarke	VERB
spir-10467	251	58	.	.	PUNCT
spir-10467	252	1	a	a	DET
spir-10467	252	2	major	major	ADJ
spir-10467	252	3	event	event	NOUN
spir-10467	252	4	(	(	PUNCT
spir-10467	252	5	a	a	DET
spir-10467	252	6	celebrity	celebrity	NOUN
spir-10467	252	7	death	death	NOUN
spir-10467	252	8	,	,	PUNCT
spir-10467	252	9	a	a	DET
spir-10467	252	10	political	political	ADJ
spir-10467	252	11	scandal	scandal	NOUN
spir-10467	252	12	)	)	PUNCT
spir-10467	252	13	can	can	AUX
spir-10467	252	14	be	be	AUX
spir-10467	252	15	assessed	assess	VERB
spir-10467	252	16	by	by	ADP
spir-10467	252	17	determining	determine	VERB
spir-10467	252	18	the	the	DET
spir-10467	252	19	number	number	NOUN
spir-10467	252	20	of	of	ADP
spir-10467	252	21	hashtagged	hashtagged	ADJ
spir-10467	252	22	tweets	tweet	NOUN
spir-10467	252	23	it	it	PRON
spir-10467	252	24	generates	generate	VERB
spir-10467	252	25	,	,	PUNCT
spir-10467	252	26	for	for	ADP
spir-10467	252	27	instance	instance	NOUN
spir-10467	252	28	–	–	PUNCT
spir-10467	252	29	but	but	CCONJ
spir-10467	252	30	how	how	SCONJ
spir-10467	252	31	does	do	AUX
spir-10467	252	32	this	this	DET
spir-10467	252	33	number	number	NOUN
spir-10467	252	34	compare	compare	VERB
spir-10467	252	35	to	to	ADP
spir-10467	252	36	the	the	DET
spir-10467	252	37	total	total	ADJ
spir-10467	252	38	volume	volume	NOUN
spir-10467	252	39	of	of	ADP
spir-10467	252	40	tweets	tweet	NOUN
spir-10467	252	41	posted	post	VERB
spir-10467	252	42	to	to	PART
spir-10467	252	43	twitter	twitter	VERB
spir-10467	252	44	during	during	ADP
spir-10467	252	45	the	the	DET
spir-10467	252	46	same	same	ADJ
spir-10467	252	47	timeframe	timeframe	NOUN
spir-10467	252	48	?	?	PUNCT
spir-10467	253	1	more	more	ADV
spir-10467	253	2	specifically	specifically	ADV
spir-10467	253	3	,	,	PUNCT
spir-10467	253	4	how	how	SCONJ
spir-10467	253	5	many	many	ADJ
spir-10467	253	6	of	of	ADP
spir-10467	253	7	these	these	DET
spir-10467	253	8	tweets	tweet	NOUN
spir-10467	253	9	were	be	AUX
spir-10467	253	10	posted	post	VERB
spir-10467	253	11	by	by	ADP
spir-10467	253	12	users	user	NOUN
spir-10467	253	13	in	in	ADP
spir-10467	253	14	a	a	DET
spir-10467	253	15	given	give	VERB
spir-10467	253	16	demographic	demographic	ADJ
spir-10467	253	17	category	category	NOUN
spir-10467	253	18	,	,	PUNCT
spir-10467	253	19	or	or	CCONJ
spir-10467	253	20	from	from	ADP
spir-10467	253	21	a	a	DET
spir-10467	253	22	specific	specific	ADJ
spir-10467	253	23	geographic	geographic	ADJ
spir-10467	253	24	region	region	NOUN
spir-10467	253	25	?	?	PUNCT
spir-10467	254	1	towards	towards	ADP
spir-10467	254	2	more	more	ADV
spir-10467	254	3	comprehensive	comprehensive	ADJ
spir-10467	254	4	‘	'	PUNCT
spir-10467	254	5	big	big	ADJ
spir-10467	254	6	social	social	ADJ
spir-10467	254	7	data	datum	NOUN
spir-10467	254	8	’	'	PUNCT
spir-10467	254	9	infrastructures	infrastructure	NOUN
spir-10467	254	10	some	some	DET
spir-10467	254	11	such	such	ADJ
spir-10467	254	12	data	datum	NOUN
spir-10467	254	13	may	may	AUX
spir-10467	254	14	be	be	AUX
spir-10467	254	15	available	available	ADJ
spir-10467	254	16	from	from	ADP
spir-10467	254	17	platform	platform	NOUN
spir-10467	254	18	providers	provider	NOUN
spir-10467	254	19	or	or	CCONJ
spir-10467	254	20	their	their	PRON
spir-10467	254	21	third	third	ADJ
spir-10467	254	22	-	-	PUNCT
spir-10467	254	23	party	party	NOUN
spir-10467	254	24	data	datum	NOUN
spir-10467	254	25	resellers	reseller	NOUN
spir-10467	254	26	.	.	PUNCT
spir-10467	255	1	in	in	ADP
spir-10467	255	2	theory	theory	NOUN
spir-10467	255	3	,	,	PUNCT
spir-10467	255	4	researchers	researcher	NOUN
spir-10467	255	5	could	could	AUX
spir-10467	255	6	pay	pay	VERB
spir-10467	255	7	for	for	ADP
spir-10467	255	8	access	access	NOUN
spir-10467	255	9	to	to	ADP
spir-10467	255	10	twitter	twitter	NOUN
spir-10467	255	11	’s	’s	PART
spir-10467	255	12	global	global	ADJ
spir-10467	255	13	‘	'	PUNCT
spir-10467	255	14	firehose	firehose	NOUN
spir-10467	255	15	’	'	PUNCT
spir-10467	255	16	of	of	ADP
spir-10467	255	17	all	all	DET
spir-10467	255	18	tweets	tweet	NOUN
spir-10467	255	19	,	,	PUNCT
spir-10467	255	20	or	or	CCONJ
spir-10467	255	21	to	to	ADP
spir-10467	255	22	equivalent	equivalent	ADJ
spir-10467	255	23	datasets	dataset	NOUN
spir-10467	255	24	from	from	ADP
spir-10467	255	25	other	other	ADJ
spir-10467	255	26	platform	platform	NOUN
spir-10467	255	27	providers	provider	NOUN
spir-10467	255	28	,	,	PUNCT
spir-10467	255	29	but	but	CCONJ
spir-10467	255	30	both	both	CCONJ
spir-10467	255	31	the	the	DET
spir-10467	255	32	costs	cost	NOUN
spir-10467	255	33	and	and	CCONJ
spir-10467	255	34	the	the	DET
spir-10467	255	35	infrastructure	infrastructure	NOUN
spir-10467	255	36	required	require	VERB
spir-10467	255	37	to	to	PART
spir-10467	255	38	ingest	ingest	VERB
spir-10467	255	39	and	and	CCONJ
spir-10467	255	40	store	store	VERB
spir-10467	255	41	such	such	ADJ
spir-10467	255	42	vast	vast	ADJ
spir-10467	255	43	quantities	quantity	NOUN
spir-10467	255	44	of	of	ADP
spir-10467	255	45	data	datum	NOUN
spir-10467	255	46	are	be	AUX
spir-10467	255	47	likely	likely	ADJ
spir-10467	255	48	to	to	PART
spir-10467	255	49	be	be	AUX
spir-10467	255	50	insurmountable	insurmountable	ADJ
spir-10467	255	51	hurdles	hurdle	NOUN
spir-10467	255	52	for	for	ADP
spir-10467	255	53	most	most	ADJ
spir-10467	255	54	individual	individual	ADJ
spir-10467	255	55	projects	project	NOUN
spir-10467	255	56	.	.	PUNCT
spir-10467	256	1	this	this	DET
spir-10467	256	2	paper	paper	NOUN
spir-10467	256	3	outlines	outline	VERB
spir-10467	256	4	one	one	NUM
spir-10467	256	5	possible	possible	ADJ
spir-10467	256	6	solution	solution	NOUN
spir-10467	256	7	to	to	ADP
spir-10467	256	8	this	this	DET
spir-10467	256	9	problem	problem	NOUN
spir-10467	256	10	(	(	PUNCT
spir-10467	256	11	as	as	ADV
spir-10467	256	12	well	well	ADV
spir-10467	256	13	as	as	ADP
spir-10467	256	14	the	the	DET
spir-10467	256	15	potential	potential	ADJ
spir-10467	256	16	pitfalls	pitfall	NOUN
spir-10467	256	17	with	with	ADP
spir-10467	256	18	this	this	DET
spir-10467	256	19	approach	approach	NOUN
spir-10467	256	20	):	):	PUNCT
spir-10467	256	21	the	the	DET
spir-10467	256	22	formation	formation	NOUN
spir-10467	256	23	of	of	ADP
spir-10467	256	24	multi	multi	ADJ
spir-10467	256	25	-	-	ADJ
spir-10467	256	26	institutional	institutional	ADJ
spir-10467	256	27	consortia	consortium	NOUN
spir-10467	256	28	to	to	PART
spir-10467	256	29	underwrite	underwrite	VERB
spir-10467	256	30	the	the	DET
spir-10467	256	31	development	development	NOUN
spir-10467	256	32	and	and	CCONJ
spir-10467	256	33	operation	operation	NOUN
spir-10467	256	34	of	of	ADP
spir-10467	256	35	the	the	DET
spir-10467	256	36	next	next	ADJ
spir-10467	256	37	generation	generation	NOUN
spir-10467	256	38	of	of	ADP
spir-10467	256	39	‘	'	PUNCT
spir-10467	256	40	big	big	ADJ
spir-10467	256	41	social	social	ADJ
spir-10467	256	42	data	data	NOUN
spir-10467	256	43	’	'	PUNCT
spir-10467	256	44	infrastructure	infrastructure	NOUN
spir-10467	256	45	.	.	PUNCT
spir-10467	257	1	it	it	PRON
spir-10467	257	2	focusses	focusse	VERB
spir-10467	257	3	on	on	ADP
spir-10467	257	4	the	the	DET
spir-10467	257	5	trisma	trisma	NOUN
spir-10467	257	6	:	:	PUNCT
spir-10467	257	7	tracking	track	VERB
spir-10467	257	8	infrastructure	infrastructure	NOUN
spir-10467	257	9	for	for	ADP
spir-10467	257	10	social	social	ADJ
spir-10467	257	11	media	medium	NOUN
spir-10467	257	12	analysis	analysis	NOUN
spir-10467	257	13	(	(	PUNCT
spir-10467	257	14	bruns	brun	NOUN
spir-10467	257	15	et	et	NOUN
spir-10467	257	16	al	al	PROPN
spir-10467	257	17	.	.	PROPN
spir-10467	257	18	2016	2016	NUM
spir-10467	257	19	)	)	PUNCT
spir-10467	257	20	project	project	NOUN
spir-10467	257	21	,	,	PUNCT
spir-10467	257	22	supported	support	VERB
spir-10467	257	23	by	by	ADP
spir-10467	257	24	seven	seven	NUM
spir-10467	257	25	australian	australian	ADJ
spir-10467	257	26	universities	university	NOUN
spir-10467	257	27	,	,	PUNCT
spir-10467	257	28	the	the	DET
spir-10467	257	29	national	national	PROPN
spir-10467	257	30	library	library	NOUN
spir-10467	257	31	of	of	ADP
spir-10467	257	32	australia	australia	PROPN
spir-10467	257	33	,	,	PUNCT
spir-10467	257	34	and	and	CCONJ
spir-10467	257	35	the	the	DET
spir-10467	257	36	australian	australian	ADJ
spir-10467	257	37	research	research	NOUN
spir-10467	257	38	council	council	PROPN
spir-10467	257	39	.	.	PUNCT
spir-10467	258	1	trisma	trisma	PROPN
spir-10467	258	2	provides	provide	VERB
spir-10467	258	3	the	the	DET
spir-10467	258	4	infrastructure	infrastructure	NOUN
spir-10467	258	5	to	to	PART
spir-10467	258	6	gather	gather	VERB
spir-10467	258	7	data	datum	NOUN
spir-10467	258	8	from	from	ADP
spir-10467	258	9	a	a	DET
spir-10467	258	10	number	number	NOUN
spir-10467	258	11	of	of	ADP
spir-10467	258	12	leading	lead	VERB
spir-10467	258	13	social	social	ADJ
spir-10467	258	14	media	medium	NOUN
spir-10467	258	15	platforms	platform	NOUN
spir-10467	258	16	.	.	PUNCT
spir-10467	259	1	on	on	ADP
spir-10467	259	2	twitter	twitter	NOUN
spir-10467	259	3	,	,	PUNCT
spir-10467	259	4	for	for	ADP
spir-10467	259	5	instance	instance	NOUN
spir-10467	259	6	,	,	PUNCT
spir-10467	259	7	it	it	PRON
spir-10467	259	8	has	have	AUX
spir-10467	259	9	identified	identify	VERB
spir-10467	259	10	some	some	DET
spir-10467	259	11	four	four	NUM
spir-10467	259	12	million	million	NUM
spir-10467	259	13	australian	australian	ADJ
spir-10467	259	14	accounts	account	NOUN
spir-10467	259	15	from	from	ADP
spir-10467	259	16	a	a	DET
spir-10467	259	17	global	global	ADJ
spir-10467	259	18	userbase	userbase	NOUN
spir-10467	259	19	of	of	ADP
spir-10467	259	20	1.4	1.4	NUM
spir-10467	259	21	billion	billion	NUM
spir-10467	259	22	accounts	account	NOUN
spir-10467	259	23	(	(	PUNCT
spir-10467	259	24	as	as	ADP
spir-10467	259	25	of	of	ADP
spir-10467	259	26	early	early	ADJ
spir-10467	259	27	2016	2016	NUM
spir-10467	259	28	)	)	PUNCT
spir-10467	259	29	,	,	PUNCT
spir-10467	259	30	and	and	CCONJ
spir-10467	259	31	mapped	map	VERB
spir-10467	259	32	the	the	DET
spir-10467	259	33	follower	follower	NOUN
spir-10467	259	34	relations	relation	NOUN
spir-10467	259	35	amongst	amongst	ADP
spir-10467	259	36	them	they	PRON
spir-10467	259	37	;	;	PUNCT
spir-10467	259	38	it	it	PRON
spir-10467	259	39	gathers	gather	VERB
spir-10467	259	40	new	new	ADJ
spir-10467	259	41	public	public	ADJ
spir-10467	259	42	tweets	tweet	NOUN
spir-10467	259	43	from	from	ADP
spir-10467	259	44	these	these	DET
spir-10467	259	45	accounts	account	NOUN
spir-10467	259	46	on	on	ADP
spir-10467	259	47	a	a	DET
spir-10467	259	48	continuing	continue	VERB
spir-10467	259	49	basis	basis	NOUN
spir-10467	259	50	(	(	PUNCT
spir-10467	259	51	capturing	capture	VERB
spir-10467	259	52	an	an	DET
spir-10467	259	53	average	average	NOUN
spir-10467	259	54	of	of	ADP
spir-10467	259	55	1.3	1.3	NUM
spir-10467	259	56	million	million	NUM
spir-10467	259	57	new	new	ADJ
spir-10467	259	58	tweets	tweet	NOUN
spir-10467	259	59	per	per	ADP
spir-10467	259	60	day	day	NOUN
spir-10467	259	61	)	)	PUNCT
spir-10467	259	62	.	.	PUNCT
spir-10467	260	1	in	in	ADP
spir-10467	260	2	the	the	DET
spir-10467	260	3	absence	absence	NOUN
spir-10467	260	4	of	of	ADP
spir-10467	260	5	country	country	NOUN
spir-10467	260	6	-	-	PUNCT
spir-10467	260	7	specific	specific	ADJ
spir-10467	260	8	‘	'	PUNCT
spir-10467	260	9	firehose	firehose	NOUN
spir-10467	260	10	’	'	PUNCT
spir-10467	260	11	offerings	offering	NOUN
spir-10467	260	12	from	from	ADP
spir-10467	260	13	twitter	twitter	NOUN
spir-10467	260	14	or	or	CCONJ
spir-10467	260	15	its	its	PRON
spir-10467	260	16	data	datum	NOUN
spir-10467	260	17	resellers	reseller	NOUN
spir-10467	260	18	,	,	PUNCT
spir-10467	260	19	this	this	DET
spir-10467	260	20	dataset	dataset	NOUN
spir-10467	260	21	represents	represent	VERB
spir-10467	260	22	the	the	DET
spir-10467	260	23	closest	close	ADJ
spir-10467	260	24	available	available	ADJ
spir-10467	260	25	equivalent	equivalent	NOUN
spir-10467	260	26	to	to	ADP
spir-10467	260	27	an	an	DET
spir-10467	260	28	australian	australian	ADJ
spir-10467	260	29	‘	'	PUNCT
spir-10467	260	30	firehose	firehose	NOUN
spir-10467	260	31	’	'	PUNCT
spir-10467	260	32	;	;	PUNCT
spir-10467	260	33	it	it	PRON
spir-10467	260	34	constitutes	constitute	VERB
spir-10467	260	35	a	a	DET
spir-10467	260	36	comprehensive	comprehensive	ADJ
spir-10467	260	37	repository	repository	NOUN
spir-10467	260	38	of	of	ADP
spir-10467	260	39	australian	australian	ADJ
spir-10467	260	40	twitter	twitter	NOUN
spir-10467	260	41	activity	activity	NOUN
spir-10467	260	42	independent	independent	ADJ
spir-10467	260	43	of	of	ADP
spir-10467	260	44	predetermined	predetermine	VERB
spir-10467	260	45	keywords	keyword	NOUN
spir-10467	260	46	,	,	PUNCT
spir-10467	260	47	hashtags	hashtag	NOUN
spir-10467	260	48	,	,	PUNCT
spir-10467	260	49	or	or	CCONJ
spir-10467	260	50	other	other	ADJ
spir-10467	260	51	features	feature	NOUN
spir-10467	260	52	,	,	PUNCT
spir-10467	260	53	and	and	CCONJ
spir-10467	260	54	offers	offer	VERB
spir-10467	260	55	a	a	DET
spir-10467	260	56	reliable	reliable	ADJ
spir-10467	260	57	baseline	baseline	NOUN
spir-10467	260	58	for	for	ADP
spir-10467	260	59	the	the	DET
spir-10467	260	60	overall	overall	ADJ
spir-10467	260	61	volume	volume	NOUN
spir-10467	260	62	of	of	ADP
spir-10467	260	63	domestic	domestic	ADJ
spir-10467	260	64	twitter	twitter	NOUN
spir-10467	260	65	activity	activity	NOUN
spir-10467	260	66	.	.	PUNCT
spir-10467	261	1	the	the	DET
spir-10467	261	2	challenges	challenge	NOUN
spir-10467	261	3	of	of	ADP
spir-10467	261	4	multi	multi	ADJ
spir-10467	261	5	-	-	ADJ
spir-10467	261	6	institutional	institutional	ADJ
spir-10467	261	7	data	datum	NOUN
spir-10467	261	8	infrastructures	infrastructure	NOUN
spir-10467	261	9	the	the	DET
spir-10467	261	10	deployment	deployment	NOUN
spir-10467	261	11	and	and	CCONJ
spir-10467	261	12	use	use	NOUN
spir-10467	261	13	of	of	ADP
spir-10467	261	14	this	this	DET
spir-10467	261	15	shared	share	VERB
spir-10467	261	16	infrastructure	infrastructure	NOUN
spir-10467	261	17	also	also	ADV
spir-10467	261	18	presents	present	VERB
spir-10467	261	19	unique	unique	ADJ
spir-10467	261	20	new	new	ADJ
spir-10467	261	21	challenges	challenge	NOUN
spir-10467	261	22	to	to	ADP
spir-10467	261	23	the	the	DET
spir-10467	261	24	developers	developer	NOUN
spir-10467	261	25	and	and	CCONJ
spir-10467	261	26	researchers	researcher	NOUN
spir-10467	261	27	involved	involve	VERB
spir-10467	261	28	,	,	PUNCT
spir-10467	261	29	however	however	ADV
spir-10467	261	30	.	.	PUNCT
spir-10467	262	1	first	first	ADV
spir-10467	262	2	,	,	PUNCT
spir-10467	262	3	the	the	DET
spir-10467	262	4	technical	technical	ADJ
spir-10467	262	5	challenges	challenge	NOUN
spir-10467	262	6	inherent	inherent	ADJ
spir-10467	262	7	in	in	ADP
spir-10467	262	8	gathering	gathering	NOUN
spir-10467	262	9	,	,	PUNCT
spir-10467	262	10	processing	processing	NOUN
spir-10467	262	11	,	,	PUNCT
spir-10467	262	12	and	and	CCONJ
spir-10467	262	13	storing	store	VERB
spir-10467	262	14	such	such	ADJ
spir-10467	262	15	large	large	ADJ
spir-10467	262	16	datasets	dataset	NOUN
spir-10467	262	17	(	(	PUNCT
spir-10467	262	18	the	the	DET
spir-10467	262	19	twitter	twitter	NOUN
spir-10467	262	20	collection	collection	NOUN
spir-10467	262	21	alone	alone	ADV
spir-10467	262	22	now	now	ADV
spir-10467	262	23	contains	contain	VERB
spir-10467	262	24	more	more	ADJ
spir-10467	262	25	than	than	ADP
spir-10467	262	26	2.2	2.2	NUM
spir-10467	262	27	billion	billion	NUM
spir-10467	262	28	tweets	tweet	NOUN
spir-10467	262	29	)	)	PUNCT
spir-10467	262	30	are	be	AUX
spir-10467	262	31	significant	significant	ADJ
spir-10467	262	32	,	,	PUNCT
spir-10467	262	33	and	and	CCONJ
spir-10467	262	34	the	the	DET
spir-10467	262	35	changeable	changeable	ADJ
spir-10467	262	36	nature	nature	NOUN
spir-10467	262	37	,	,	PUNCT
spir-10467	262	38	limited	limited	ADJ
spir-10467	262	39	documentation	documentation	NOUN
spir-10467	262	40	,	,	PUNCT
spir-10467	262	41	and	and	CCONJ
spir-10467	262	42	vague	vague	ADJ
spir-10467	262	43	terms	term	NOUN
spir-10467	262	44	of	of	ADP
spir-10467	262	45	service	service	NOUN
spir-10467	262	46	of	of	ADP
spir-10467	262	47	the	the	DET
spir-10467	262	48	twitter	twitter	NOUN
spir-10467	262	49	application	application	NOUN
spir-10467	262	50	programming	programming	NOUN
spir-10467	262	51	interface	interface	NOUN
spir-10467	262	52	complicate	complicate	VERB
spir-10467	262	53	this	this	PRON
spir-10467	262	54	further	far	ADV
spir-10467	262	55	.	.	PUNCT
spir-10467	263	1	second	second	ADV
spir-10467	263	2	,	,	PUNCT
spir-10467	263	3	the	the	DET
spir-10467	263	4	multiinstitutional	multiinstitutional	ADJ
spir-10467	263	5	nature	nature	NOUN
spir-10467	263	6	of	of	ADP
spir-10467	263	7	the	the	DET
spir-10467	263	8	project	project	NOUN
spir-10467	263	9	introduces	introduce	VERB
spir-10467	263	10	coordination	coordination	NOUN
spir-10467	263	11	challenges	challenge	NOUN
spir-10467	263	12	:	:	PUNCT
spir-10467	263	13	for	for	ADP
spir-10467	263	14	instance	instance	NOUN
spir-10467	263	15	,	,	PUNCT
spir-10467	263	16	while	while	SCONJ
spir-10467	263	17	researchers	researcher	NOUN
spir-10467	263	18	at	at	ADP
spir-10467	263	19	all	all	DET
spir-10467	263	20	member	member	NOUN
spir-10467	263	21	institutions	institution	NOUN
spir-10467	263	22	are	be	AUX
spir-10467	263	23	able	able	ADJ
spir-10467	263	24	to	to	PART
spir-10467	263	25	access	access	VERB
spir-10467	263	26	the	the	DET
spir-10467	263	27	infrastructure	infrastructure	NOUN
spir-10467	263	28	,	,	PUNCT
spir-10467	263	29	it	it	PRON
spir-10467	263	30	is	be	AUX
spir-10467	263	31	necessary	necessary	ADJ
spir-10467	263	32	to	to	PART
spir-10467	263	33	ensure	ensure	VERB
spir-10467	263	34	that	that	SCONJ
spir-10467	263	35	they	they	PRON
spir-10467	263	36	have	have	AUX
spir-10467	263	37	also	also	ADV
spir-10467	263	38	received	receive	VERB
spir-10467	263	39	the	the	DET
spir-10467	263	40	required	require	VERB
spir-10467	263	41	ethics	ethic	NOUN
spir-10467	263	42	clearances	clearance	NOUN
spir-10467	263	43	and	and	CCONJ
spir-10467	263	44	methods	method	NOUN
spir-10467	263	45	training	training	NOUN
spir-10467	263	46	before	before	SCONJ
spir-10467	263	47	they	they	PRON
spir-10467	263	48	do	do	VERB
spir-10467	263	49	so	so	ADV
spir-10467	263	50	.	.	PUNCT
spir-10467	264	1	third	third	ADV
spir-10467	264	2	,	,	PUNCT
spir-10467	264	3	the	the	DET
spir-10467	264	4	social	social	ADJ
spir-10467	264	5	media	medium	NOUN
spir-10467	264	6	analytics	analytic	NOUN
spir-10467	264	7	methods	method	NOUN
spir-10467	264	8	required	require	VERB
spir-10467	264	9	to	to	PART
spir-10467	264	10	use	use	VERB
spir-10467	264	11	trisma	trisma	NOUN
spir-10467	264	12	data	datum	NOUN
spir-10467	264	13	remain	remain	VERB
spir-10467	264	14	emergent	emergent	ADJ
spir-10467	264	15	and	and	CCONJ
spir-10467	264	16	experimental	experimental	ADJ
spir-10467	264	17	,	,	PUNCT
spir-10467	264	18	and	and	CCONJ
spir-10467	264	19	rely	rely	VERB
spir-10467	264	20	on	on	ADP
spir-10467	264	21	a	a	DET
spir-10467	264	22	number	number	NOUN
spir-10467	264	23	of	of	ADP
spir-10467	264	24	key	key	ADJ
spir-10467	264	25	data	datum	NOUN
spir-10467	264	26	processing	processing	NOUN
spir-10467	264	27	tools	tool	NOUN
spir-10467	264	28	and	and	CCONJ
spir-10467	264	29	skills	skill	NOUN
spir-10467	264	30	;	;	PUNCT
spir-10467	264	31	a	a	DET
spir-10467	264	32	pronounced	pronounce	VERB
spir-10467	264	33	need	need	NOUN
spir-10467	264	34	for	for	ADP
spir-10467	264	35	coordinated	coordinate	VERB
spir-10467	264	36	research	research	NOUN
spir-10467	264	37	training	training	NOUN
spir-10467	264	38	for	for	ADP
spir-10467	264	39	users	user	NOUN
spir-10467	264	40	of	of	ADP
spir-10467	264	41	the	the	DET
spir-10467	264	42	infrastructure	infrastructure	NOUN
spir-10467	264	43	has	have	AUX
spir-10467	264	44	therefore	therefore	ADV
spir-10467	264	45	also	also	ADV
spir-10467	264	46	become	become	VERB
spir-10467	264	47	apparent	apparent	ADJ
spir-10467	264	48	.	.	PUNCT
spir-10467	265	1	finally	finally	ADV
spir-10467	265	2	,	,	PUNCT
spir-10467	265	3	with	with	ADP
spir-10467	265	4	an	an	DET
spir-10467	265	5	increasing	increase	VERB
spir-10467	265	6	number	number	NOUN
spir-10467	265	7	of	of	ADP
spir-10467	265	8	projects	project	NOUN
spir-10467	265	9	drawing	draw	VERB
spir-10467	265	10	on	on	ADP
spir-10467	265	11	the	the	DET
spir-10467	265	12	infrastructure	infrastructure	NOUN
spir-10467	265	13	,	,	PUNCT
spir-10467	265	14	ensuring	ensure	VERB
spir-10467	265	15	its	its	PRON
spir-10467	265	16	stability	stability	NOUN
spir-10467	265	17	and	and	CCONJ
spir-10467	265	18	reliability	reliability	NOUN
spir-10467	265	19	has	have	AUX
spir-10467	265	20	also	also	ADV
spir-10467	265	21	become	become	VERB
spir-10467	265	22	a	a	DET
spir-10467	265	23	crucial	crucial	ADJ
spir-10467	265	24	concern	concern	NOUN
spir-10467	265	25	.	.	PUNCT
spir-10467	266	1	this	this	DET
spir-10467	266	2	paper	paper	NOUN
spir-10467	266	3	reviews	review	VERB
spir-10467	266	4	these	these	DET
spir-10467	266	5	challenges	challenge	NOUN
spir-10467	266	6	and	and	CCONJ
spir-10467	266	7	presents	present	VERB
spir-10467	266	8	some	some	PRON
spir-10467	266	9	of	of	ADP
spir-10467	266	10	the	the	DET
spir-10467	266	11	solutions	solution	NOUN
spir-10467	266	12	emerging	emerge	VERB
spir-10467	266	13	.	.	PUNCT
spir-10467	267	1	it	it	PRON
spir-10467	267	2	also	also	ADV
spir-10467	267	3	outlines	outline	VERB
spir-10467	267	4	the	the	DET
spir-10467	267	5	unique	unique	ADJ
spir-10467	267	6	contributions	contribution	NOUN
spir-10467	267	7	that	that	SCONJ
spir-10467	267	8	this	this	DET
spir-10467	267	9	multi	multi	ADJ
spir-10467	267	10	-	-	ADJ
spir-10467	267	11	institutional	institutional	ADJ
spir-10467	267	12	‘	'	PUNCT
spir-10467	267	13	big	big	ADJ
spir-10467	267	14	social	social	ADJ
spir-10467	267	15	data	data	NOUN
spir-10467	267	16	’	'	PUNCT
spir-10467	267	17	infrastructure	infrastructure	NOUN
spir-10467	267	18	is	be	AUX
spir-10467	267	19	able	able	ADJ
spir-10467	267	20	to	to	PART
spir-10467	267	21	make	make	VERB
spir-10467	267	22	to	to	ADP
spir-10467	267	23	the	the	DET
spir-10467	267	24	field	field	NOUN
spir-10467	267	25	,	,	PUNCT
spir-10467	267	26	over	over	ADV
spir-10467	267	27	and	and	CCONJ
spir-10467	267	28	above	above	ADP
spir-10467	267	29	more	more	ADV
spir-10467	267	30	limited	limited	ADJ
spir-10467	267	31	data	datum	NOUN
spir-10467	267	32	gathering	gathering	NOUN
spir-10467	267	33	frameworks	framework	NOUN
spir-10467	267	34	.	.	PUNCT
spir-10467	268	1	amongst	amongst	ADP
spir-10467	268	2	these	these	PRON
spir-10467	268	3	are	be	AUX
spir-10467	268	4	,	,	PUNCT
spir-10467	268	5	for	for	ADP
spir-10467	268	6	twitter	twitter	NOUN
spir-10467	268	7	,	,	PUNCT
spir-10467	268	8	the	the	DET
spir-10467	268	9	ability	ability	NOUN
spir-10467	268	10	to	to	PART
spir-10467	268	11	work	work	VERB
spir-10467	268	12	with	with	ADP
spir-10467	268	13	a	a	DET
spir-10467	268	14	comprehensive	comprehensive	ADJ
spir-10467	268	15	dataset	dataset	NOUN
spir-10467	268	16	of	of	ADP
spir-10467	268	17	domestic	domestic	ADJ
spir-10467	268	18	australian	australian	ADJ
spir-10467	268	19	tweets	tweet	NOUN
spir-10467	268	20	;	;	PUNCT
spir-10467	268	21	to	to	PART
spir-10467	268	22	trace	trace	VERB
spir-10467	268	23	more	more	ADV
spir-10467	268	24	complex	complex	ADJ
spir-10467	268	25	communicative	communicative	ADJ
spir-10467	268	26	exchanges	exchange	NOUN
spir-10467	268	27	independent	independent	ADJ
spir-10467	268	28	of	of	ADP
spir-10467	268	29	the	the	DET
spir-10467	268	30	keywords	keyword	NOUN
spir-10467	268	31	and	and	CCONJ
spir-10467	268	32	hashtags	hashtag	NOUN
spir-10467	268	33	in	in	ADP
spir-10467	268	34	each	each	DET
spir-10467	268	35	contributing	contribute	VERB
spir-10467	268	36	tweet	tweet	NOUN
spir-10467	268	37	;	;	PUNCT
spir-10467	268	38	and	and	CCONJ
spir-10467	268	39	to	to	PART
spir-10467	268	40	examine	examine	VERB
spir-10467	268	41	the	the	DET
spir-10467	268	42	intersections	intersection	NOUN
spir-10467	268	43	between	between	ADP
spir-10467	268	44	communicative	communicative	ADJ
spir-10467	268	45	activity	activity	NOUN
spir-10467	268	46	(	(	PUNCT
spir-10467	268	47	tweets	tweet	NOUN
spir-10467	268	48	)	)	PUNCT
spir-10467	268	49	and	and	CCONJ
spir-10467	268	50	underlying	underlie	VERB
spir-10467	268	51	structural	structural	ADJ
spir-10467	268	52	factors	factor	NOUN
spir-10467	268	53	(	(	PUNCT
spir-10467	268	54	follower	follower	NOUN
spir-10467	268	55	relations	relation	NOUN
spir-10467	268	56	)	)	PUNCT
spir-10467	268	57	.	.	PUNCT
spir-10467	269	1	it	it	PRON
spir-10467	269	2	closes	close	VERB
spir-10467	269	3	by	by	ADP
spir-10467	269	4	outlining	outline	VERB
spir-10467	269	5	further	further	ADJ
spir-10467	269	6	needs	need	NOUN
spir-10467	269	7	in	in	ADP
spir-10467	269	8	infrastructure	infrastructure	NOUN
spir-10467	269	9	and	and	CCONJ
spir-10467	269	10	methods	method	NOUN
spir-10467	269	11	development	development	NOUN
spir-10467	269	12	.	.	PUNCT
spir-10467	270	1	references	reference	NOUN
spir-10467	270	2	boyd	boyd	PROPN
spir-10467	270	3	,	,	PUNCT
spir-10467	270	4	danah	danah	PROPN
spir-10467	270	5	,	,	PUNCT
spir-10467	270	6	and	and	CCONJ
spir-10467	270	7	kate	kate	PROPN
spir-10467	270	8	crawford	crawford	PROPN
spir-10467	270	9	.	.	PROPN
spir-10467	270	10	2012	2012	NUM
spir-10467	270	11	.	.	PUNCT
spir-10467	271	1	“	"	PUNCT
spir-10467	271	2	critical	critical	ADJ
spir-10467	271	3	questions	question	NOUN
spir-10467	271	4	for	for	ADP
spir-10467	271	5	big	big	ADJ
spir-10467	271	6	data	datum	NOUN
spir-10467	271	7	:	:	PUNCT
spir-10467	271	8	provocations	provocation	NOUN
spir-10467	271	9	for	for	ADP
spir-10467	271	10	a	a	DET
spir-10467	271	11	cultural	cultural	ADJ
spir-10467	271	12	,	,	PUNCT
spir-10467	271	13	technological	technological	ADJ
spir-10467	271	14	,	,	PUNCT
spir-10467	271	15	and	and	CCONJ
spir-10467	271	16	scholarly	scholarly	ADJ
spir-10467	271	17	phenomenon	phenomenon	NOUN
spir-10467	271	18	.	.	PUNCT
spir-10467	271	19	”	"	PUNCT
spir-10467	272	1	information	information	NOUN
spir-10467	272	2	,	,	PUNCT
spir-10467	272	3	communication	communication	NOUN
spir-10467	272	4	&	&	CCONJ
spir-10467	272	5	society	society	PROPN
spir-10467	272	6	15	15	NUM
spir-10467	272	7	(	(	PUNCT
spir-10467	272	8	5	5	NUM
spir-10467	272	9	):	):	PUNCT
spir-10467	272	10	662–79	662–79	ADV
spir-10467	272	11	.	.	PUNCT
spir-10467	273	1	doi:10.1080/1369118x.2012.678878	doi:10.1080/1369118x.2012.678878	PROPN
spir-10467	273	2	.	.	PUNCT
spir-10467	274	1	bruns	brun	NOUN
spir-10467	274	2	,	,	PUNCT
spir-10467	274	3	axel	axel	PROPN
spir-10467	274	4	,	,	PUNCT
spir-10467	274	5	burgess	burgess	PROPN
spir-10467	274	6	,	,	PUNCT
spir-10467	274	7	jean	jean	PROPN
spir-10467	274	8	,	,	PUNCT
spir-10467	274	9	banks	bank	NOUN
spir-10467	274	10	,	,	PUNCT
spir-10467	274	11	john	john	PROPN
spir-10467	274	12	,	,	PUNCT
spir-10467	274	13	tjondronegoro	tjondronegoro	PROPN
spir-10467	274	14	,	,	PUNCT
spir-10467	274	15	dian	dian	NOUN
spir-10467	274	16	,	,	PUNCT
spir-10467	274	17	dreiling	dreiling	NOUN
spir-10467	274	18	,	,	PUNCT
spir-10467	274	19	alexander	alexander	PROPN
spir-10467	274	20	,	,	PUNCT
spir-10467	274	21	hartley	hartley	PROPN
spir-10467	274	22	,	,	PUNCT
spir-10467	274	23	john	john	PROPN
spir-10467	274	24	,	,	PUNCT
spir-10467	274	25	leaver	leaver	NOUN
spir-10467	274	26	,	,	PUNCT
spir-10467	274	27	tama	tama	NOUN
spir-10467	274	28	,	,	PUNCT
spir-10467	274	29	aly	aly	PROPN
spir-10467	274	30	,	,	PUNCT
spir-10467	274	31	anne	anne	PROPN
spir-10467	274	32	,	,	PUNCT
spir-10467	274	33	highfield	highfield	PROPN
spir-10467	274	34	,	,	PUNCT
spir-10467	274	35	tim	tim	PROPN
spir-10467	274	36	,	,	PUNCT
spir-10467	274	37	wilken	wilken	VERB
spir-10467	274	38	,	,	PUNCT
spir-10467	274	39	rowan	rowan	PROPN
spir-10467	274	40	,	,	PUNCT
spir-10467	274	41	rennie	rennie	PROPN
spir-10467	274	42	,	,	PUNCT
spir-10467	274	43	ellie	ellie	PROPN
spir-10467	274	44	,	,	PUNCT
spir-10467	274	45	lusher	lusher	ADJ
spir-10467	274	46	,	,	PUNCT
spir-10467	274	47	dean	dean	PROPN
spir-10467	274	48	,	,	PUNCT
spir-10467	274	49	allen	allen	PROPN
spir-10467	274	50	,	,	PUNCT
spir-10467	274	51	matthew	matthew	PROPN
spir-10467	274	52	,	,	PUNCT
spir-10467	274	53	marshall	marshall	PROPN
spir-10467	274	54	,	,	PUNCT
spir-10467	274	55	david	david	PROPN
spir-10467	274	56	,	,	PUNCT
spir-10467	274	57	demetrious	demetrious	PROPN
spir-10467	274	58	,	,	PUNCT
spir-10467	274	59	kristin	kristin	PROPN
spir-10467	274	60	,	,	PUNCT
spir-10467	274	61	and	and	CCONJ
spir-10467	274	62	sadkowsky	sadkowsky	ADJ
spir-10467	274	63	,	,	PUNCT
spir-10467	274	64	troy	troy	PROPN
spir-10467	274	65	.	.	PROPN
spir-10467	275	1	(	(	PUNCT
spir-10467	275	2	2016	2016	NUM
spir-10467	275	3	)	)	PUNCT
spir-10467	275	4	.	.	PUNCT
spir-10467	276	1	trisma	trisma	PROPN
spir-10467	276	2	:	:	PUNCT
spir-10467	276	3	tracking	track	VERB
spir-10467	276	4	infrastructure	infrastructure	NOUN
spir-10467	276	5	for	for	ADP
spir-10467	276	6	social	social	ADJ
spir-10467	276	7	media	medium	NOUN
spir-10467	276	8	analysis	analysis	NOUN
spir-10467	276	9	,	,	PUNCT
spir-10467	276	10	http://trisma.org/.	http://trisma.org/.	NOUN
spir-10467	276	11	burgess	burgess	PROPN
spir-10467	276	12	,	,	PUNCT
spir-10467	276	13	jean	jean	PROPN
spir-10467	276	14	,	,	PUNCT
spir-10467	276	15	and	and	CCONJ
spir-10467	276	16	axel	axel	PROPN
spir-10467	276	17	bruns	brun	NOUN
spir-10467	276	18	.	.	PUNCT
spir-10467	277	1	2015	2015	NUM
spir-10467	277	2	.	.	PUNCT
spir-10467	278	1	“	"	PUNCT
spir-10467	278	2	easy	easy	ADJ
spir-10467	278	3	data	datum	NOUN
spir-10467	278	4	,	,	PUNCT
spir-10467	278	5	hard	hard	ADJ
spir-10467	278	6	data	datum	NOUN
spir-10467	278	7	:	:	PUNCT
spir-10467	278	8	the	the	DET
spir-10467	278	9	politics	politic	NOUN
spir-10467	278	10	and	and	CCONJ
spir-10467	278	11	pragmatics	pragmatic	NOUN
spir-10467	278	12	of	of	ADP
spir-10467	278	13	twitter	twitter	NOUN
spir-10467	278	14	research	research	NOUN
spir-10467	278	15	after	after	ADP
spir-10467	278	16	the	the	DET
spir-10467	278	17	computational	computational	ADJ
spir-10467	278	18	turn	turn	NOUN
spir-10467	278	19	.	.	PUNCT
spir-10467	278	20	”	"	PUNCT
spir-10467	278	21	in	in	ADP
spir-10467	278	22	compromised	compromise	VERB
spir-10467	278	23	data	datum	NOUN
spir-10467	278	24	:	:	PUNCT
spir-10467	278	25	from	from	ADP
spir-10467	278	26	social	social	ADJ
spir-10467	278	27	media	medium	NOUN
spir-10467	278	28	to	to	ADP
spir-10467	278	29	big	big	ADJ
spir-10467	278	30	data	datum	NOUN
spir-10467	278	31	,	,	PUNCT
spir-10467	278	32	edited	edit	VERB
spir-10467	278	33	by	by	ADP
spir-10467	278	34	ganaele	ganaele	PROPN
spir-10467	278	35	langlois	langlois	PROPN
spir-10467	278	36	,	,	PUNCT
spir-10467	278	37	joanna	joanna	PROPN
spir-10467	278	38	redden	redden	VERB
spir-10467	278	39	,	,	PUNCT
spir-10467	278	40	and	and	CCONJ
spir-10467	278	41	greg	greg	PROPN
spir-10467	278	42	elmer	elmer	PROPN
spir-10467	278	43	,	,	PUNCT
spir-10467	278	44	93–111	93–111	PROPN
spir-10467	278	45	.	.	PUNCT
spir-10467	279	1	new	new	PROPN
spir-10467	279	2	york	york	PROPN
spir-10467	279	3	:	:	PUNCT
spir-10467	279	4	bloomsbury	bloomsbury	NOUN
spir-10467	279	5	academic	academic	NOUN
spir-10467	279	6	.	.	PUNCT
spir-10467	280	1	driscoll	driscoll	PROPN
spir-10467	280	2	,	,	PUNCT
spir-10467	280	3	kevin	kevin	PROPN
spir-10467	280	4	,	,	PUNCT
spir-10467	280	5	and	and	CCONJ
spir-10467	280	6	shawn	shawn	PROPN
spir-10467	280	7	walker	walker	PROPN
spir-10467	280	8	.	.	PROPN
spir-10467	280	9	2014	2014	NUM
spir-10467	280	10	.	.	PUNCT
spir-10467	281	1	“	"	PUNCT
spir-10467	281	2	working	work	VERB
spir-10467	281	3	within	within	ADP
spir-10467	281	4	a	a	DET
spir-10467	281	5	black	black	ADJ
spir-10467	281	6	box	box	NOUN
spir-10467	281	7	:	:	PUNCT
spir-10467	281	8	transparency	transparency	NOUN
spir-10467	281	9	in	in	ADP
spir-10467	281	10	the	the	DET
spir-10467	281	11	collection	collection	NOUN
spir-10467	281	12	and	and	CCONJ
spir-10467	281	13	production	production	NOUN
spir-10467	281	14	of	of	ADP
spir-10467	281	15	big	big	ADJ
spir-10467	281	16	twitter	twitter	NOUN
spir-10467	281	17	data	datum	NOUN
spir-10467	281	18	.	.	PUNCT
spir-10467	281	19	”	"	PUNCT
spir-10467	282	1	international	international	ADJ
spir-10467	282	2	journal	journal	NOUN
spir-10467	282	3	of	of	ADP
spir-10467	282	4	communication	communication	NOUN
spir-10467	282	5	8	8	NUM
spir-10467	282	6	(	(	PUNCT
spir-10467	282	7	0	0	NUM
spir-10467	282	8	):	):	PUNCT
spir-10467	282	9	20	20	NUM
spir-10467	282	10	.	.	PUNCT
spir-10467	283	1	http://ijoc.org/index.php/ijoc/article/view/2171	http://ijoc.org/index.php/ijoc/article/view/2171	AUX
spir-10467	283	2	.	.	PUNCT
spir-10467	283	3	gerlitz	gerlitz	PROPN
spir-10467	283	4	,	,	PUNCT
spir-10467	283	5	carolin	carolin	NOUN
spir-10467	283	6	,	,	PUNCT
spir-10467	283	7	and	and	CCONJ
spir-10467	283	8	bernhard	bernhard	PROPN
spir-10467	283	9	rieder	rieder	NOUN
spir-10467	283	10	.	.	PUNCT
spir-10467	284	1	2013	2013	NUM
spir-10467	284	2	.	.	PUNCT
spir-10467	285	1	“	"	PUNCT
spir-10467	285	2	mining	mine	VERB
spir-10467	285	3	one	one	NUM
spir-10467	285	4	percent	percent	NOUN
spir-10467	285	5	of	of	ADP
spir-10467	285	6	twitter	twitter	NOUN
spir-10467	285	7	:	:	PUNCT
spir-10467	285	8	collections	collection	NOUN
spir-10467	285	9	,	,	PUNCT
spir-10467	285	10	baselines	baseline	NOUN
spir-10467	285	11	,	,	PUNCT
spir-10467	285	12	sampling	sample	VERB
spir-10467	285	13	.	.	PUNCT
spir-10467	285	14	”	"	PUNCT
spir-10467	286	1	m	m	PROPN
spir-10467	286	2	/	/	SYM
spir-10467	286	3	c	c	PROPN
spir-10467	286	4	journal	journal	NOUN
spir-10467	286	5	16	16	NUM
spir-10467	286	6	(	(	PUNCT
spir-10467	286	7	2	2	NUM
spir-10467	286	8	)	)	PUNCT
spir-10467	286	9	.	.	PUNCT
spir-10467	287	1	http://journal.mediaculture.org.au/index.php/mcjournal/article/view/620	http://journal.mediaculture.org.au/index.php/mcjournal/article/view/620	PROPN
spir-10467	287	2	.	.	PUNCT
spir-10467	288	1	weltevrede	weltevrede	NOUN
spir-10467	288	2	,	,	PUNCT
spir-10467	288	3	esther	esther	NOUN
spir-10467	288	4	.	.	PUNCT
spir-10467	289	1	2016	2016	NUM
spir-10467	289	2	.	.	PUNCT
spir-10467	290	1	“	"	PUNCT
spir-10467	290	2	repurposing	repurpose	VERB
spir-10467	290	3	digital	digital	ADJ
spir-10467	290	4	methods	method	NOUN
spir-10467	290	5	:	:	PUNCT
spir-10467	290	6	the	the	DET
spir-10467	290	7	research	research	NOUN
spir-10467	290	8	affordances	affordance	NOUN
spir-10467	290	9	of	of	ADP
spir-10467	290	10	platforms	platform	NOUN
spir-10467	290	11	and	and	CCONJ
spir-10467	290	12	engines	engine	NOUN
spir-10467	290	13	.	.	PUNCT
spir-10467	290	14	”	"	PUNCT
spir-10467	291	1	phd	phd	NOUN
spir-10467	291	2	,	,	PUNCT
spir-10467	291	3	amsterdam	amsterdam	PROPN
spir-10467	291	4	:	:	PUNCT
spir-10467	291	5	university	university	NOUN
spir-10467	291	6	of	of	ADP
spir-10467	291	7	amsterdam	amsterdam	PROPN
spir-10467	291	8	.	.	PUNCT