id	sid	tid	token	lemma	pos
spir-8890	1	1	microsoft	microsoft	PROPN
spir-8890	1	2	word	word	NOUN
spir-8890	1	3	gerlitz-rieder.docx	gerlitz-rieder.docx	AUX
spir-8890	1	4	selected	select	VERB
spir-8890	1	5	papers	paper	NOUN
spir-8890	1	6	of	of	ADP
spir-8890	1	7	internet	internet	NOUN
spir-8890	1	8	research	research	NOUN
spir-8890	1	9	15	15	NUM
spir-8890	1	10	:	:	PUNCT
spir-8890	1	11	the	the	DET
spir-8890	1	12	15th	15th	ADJ
spir-8890	1	13	annual	annual	ADJ
spir-8890	1	14	meeting	meeting	NOUN
spir-8890	1	15	of	of	ADP
spir-8890	1	16	the	the	DET
spir-8890	1	17	association	association	NOUN
spir-8890	1	18	of	of	ADP
spir-8890	1	19	internet	internet	NOUN
spir-8890	1	20	researchers	researcher	NOUN
spir-8890	1	21	daegu	daegu	NOUN
spir-8890	1	22	,	,	PUNCT
spir-8890	1	23	korea	korea	PROPN
spir-8890	1	24	,	,	PUNCT
spir-8890	1	25	22	22	NUM
spir-8890	1	26	-	-	SYM
spir-8890	1	27	24	24	NUM
spir-8890	1	28	october	october	PROPN
spir-8890	1	29	2014	2014	NUM
spir-8890	1	30	suggested	suggest	VERB
spir-8890	1	31	citation	citation	NOUN
spir-8890	1	32	(	(	PUNCT
spir-8890	1	33	apa	apa	PROPN
spir-8890	1	34	):	):	PUNCT
spir-8890	1	35	gerlitz	gerlitz	PROPN
spir-8890	1	36	,	,	PUNCT
spir-8890	1	37	c.	c.	PROPN
spir-8890	1	38	&	&	CCONJ
spir-8890	1	39	rieder	rieder	PROPN
spir-8890	1	40	,	,	PUNCT
spir-8890	1	41	b.	b.	PROPN
spir-8890	1	42	(	(	PUNCT
spir-8890	1	43	2014	2014	NUM
spir-8890	1	44	,	,	PUNCT
spir-8890	1	45	october	october	PROPN
spir-8890	1	46	22	22	NUM
spir-8890	1	47	-	-	SYM
spir-8890	1	48	24	24	NUM
spir-8890	1	49	)	)	PUNCT
spir-8890	1	50	.	.	PUNCT
spir-8890	2	1	techniques	technique	NOUN
spir-8890	2	2	of	of	ADP
spir-8890	2	3	intersection	intersection	NOUN
spir-8890	2	4	–	–	PUNCT
spir-8890	2	5	metrics	metric	NOUN
spir-8890	2	6	as	as	ADP
spir-8890	2	7	connectors	connector	NOUN
spir-8890	2	8	and	and	CCONJ
spir-8890	2	9	separators	separator	NOUN
spir-8890	2	10	in	in	ADP
spir-8890	2	11	twitter	twitter	NOUN
spir-8890	2	12	research	research	NOUN
spir-8890	2	13	.	.	PUNCT
spir-8890	3	1	paper	paper	NOUN
spir-8890	3	2	presented	present	VERB
spir-8890	3	3	at	at	ADP
spir-8890	3	4	internet	internet	NOUN
spir-8890	3	5	research	research	NOUN
spir-8890	3	6	15	15	NUM
spir-8890	3	7	:	:	PUNCT
spir-8890	3	8	the	the	DET
spir-8890	3	9	15th	15th	ADJ
spir-8890	3	10	annual	annual	ADJ
spir-8890	3	11	meeting	meeting	NOUN
spir-8890	3	12	of	of	ADP
spir-8890	3	13	the	the	DET
spir-8890	3	14	association	association	NOUN
spir-8890	3	15	of	of	ADP
spir-8890	3	16	internet	internet	NOUN
spir-8890	3	17	researchers	researcher	NOUN
spir-8890	3	18	.	.	PUNCT
spir-8890	4	1	daegu	daegu	PROPN
spir-8890	4	2	,	,	PUNCT
spir-8890	4	3	korea	korea	PROPN
spir-8890	4	4	:	:	PUNCT
spir-8890	4	5	aoir	aoir	NOUN
spir-8890	4	6	.	.	PUNCT
spir-8890	4	7	retrieved	retrieve	VERB
spir-8890	4	8	from	from	ADP
spir-8890	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8890	4	10	.	.	PUNCT
spir-8890	5	1	techniques	technique	NOUN
spir-8890	5	2	of	of	ADP
spir-8890	5	3	intersection	intersection	NOUN
spir-8890	5	4	–	–	PUNCT
spir-8890	5	5	metrics	metric	NOUN
spir-8890	5	6	as	as	ADP
spir-8890	5	7	connectors	connector	NOUN
spir-8890	5	8	and	and	CCONJ
spir-8890	5	9	separators	separator	NOUN
spir-8890	5	10	in	in	ADP
spir-8890	5	11	twitter	twitter	PROPN
spir-8890	5	12	research	research	PROPN
spir-8890	5	13	carolin	carolin	PROPN
spir-8890	5	14	gerlitz	gerlitz	PROPN
spir-8890	5	15	university	university	PROPN
spir-8890	5	16	of	of	ADP
spir-8890	5	17	amsterdam	amsterdam	PROPN
spir-8890	5	18	bernhard	bernhard	PROPN
spir-8890	5	19	rieder	rieder	PROPN
spir-8890	5	20	university	university	PROPN
spir-8890	5	21	of	of	ADP
spir-8890	5	22	amsterdam	amsterdam	PROPN
spir-8890	5	23	social	social	ADJ
spir-8890	5	24	media	medium	NOUN
spir-8890	5	25	platforms	platform	NOUN
spir-8890	5	26	are	be	AUX
spir-8890	5	27	characterized	characterize	VERB
spir-8890	5	28	by	by	ADP
spir-8890	5	29	the	the	DET
spir-8890	5	30	sheer	sheer	ADJ
spir-8890	5	31	volume	volume	NOUN
spir-8890	5	32	of	of	ADP
spir-8890	5	33	activity	activity	NOUN
spir-8890	5	34	and	and	CCONJ
spir-8890	5	35	thus	thus	ADV
spir-8890	5	36	data	datum	NOUN
spir-8890	5	37	,	,	PUNCT
spir-8890	5	38	whilst	whilst	SCONJ
spir-8890	5	39	at	at	ADP
spir-8890	5	40	the	the	DET
spir-8890	5	41	same	same	ADJ
spir-8890	5	42	time	time	NOUN
spir-8890	5	43	only	only	ADV
spir-8890	5	44	offering	offer	VERB
spir-8890	5	45	very	very	ADV
spir-8890	5	46	specific	specific	ADJ
spir-8890	5	47	and	and	CCONJ
spir-8890	5	48	often	often	ADV
spir-8890	5	49	limited	limited	ADJ
spir-8890	5	50	access	access	NOUN
spir-8890	5	51	possibilities	possibility	NOUN
spir-8890	5	52	.	.	PUNCT
spir-8890	6	1	when	when	SCONJ
spir-8890	6	2	studying	study	VERB
spir-8890	6	3	facebook	facebook	NOUN
spir-8890	6	4	or	or	CCONJ
spir-8890	6	5	twitter	twitter	NOUN
spir-8890	6	6	,	,	PUNCT
spir-8890	6	7	questions	question	NOUN
spir-8890	6	8	and	and	CCONJ
spir-8890	6	9	techniques	technique	NOUN
spir-8890	6	10	of	of	ADP
spir-8890	6	11	delimitation	delimitation	NOUN
spir-8890	6	12	,	,	PUNCT
spir-8890	6	13	i.e.	i.e.	X
spir-8890	6	14	the	the	DET
spir-8890	6	15	selection	selection	NOUN
spir-8890	6	16	of	of	ADP
spir-8890	6	17	subsets	subset	NOUN
spir-8890	6	18	and	and	CCONJ
spir-8890	6	19	the	the	DET
spir-8890	6	20	use	use	NOUN
spir-8890	6	21	of	of	ADP
spir-8890	6	22	specific	specific	ADJ
spir-8890	6	23	metrics	metric	NOUN
spir-8890	6	24	,	,	PUNCT
spir-8890	6	25	are	be	AUX
spir-8890	6	26	particularly	particularly	ADV
spir-8890	6	27	relevant	relevant	ADJ
spir-8890	6	28	.	.	PUNCT
spir-8890	7	1	this	this	DET
spir-8890	7	2	paper	paper	NOUN
spir-8890	7	3	sets	set	VERB
spir-8890	7	4	out	out	ADP
spir-8890	7	5	to	to	PART
spir-8890	7	6	reflect	reflect	VERB
spir-8890	7	7	on	on	ADP
spir-8890	7	8	metrics	metric	NOUN
spir-8890	7	9	in	in	ADP
spir-8890	7	10	twitter	twitter	NOUN
spir-8890	7	11	research	research	NOUN
spir-8890	7	12	as	as	ADP
spir-8890	7	13	specific	specific	ADJ
spir-8890	7	14	techniques	technique	NOUN
spir-8890	7	15	that	that	PRON
spir-8890	7	16	allow	allow	VERB
spir-8890	7	17	to	to	PART
spir-8890	7	18	investigate	investigate	VERB
spir-8890	7	19	the	the	DET
spir-8890	7	20	making	making	NOUN
spir-8890	7	21	of	of	ADP
spir-8890	7	22	boundaries	boundary	NOUN
spir-8890	7	23	and	and	CCONJ
spir-8890	7	24	connections	connection	NOUN
spir-8890	7	25	,	,	PUNCT
spir-8890	7	26	while	while	SCONJ
spir-8890	7	27	at	at	ADP
spir-8890	7	28	the	the	DET
spir-8890	7	29	same	same	ADJ
spir-8890	7	30	time	time	NOUN
spir-8890	7	31	functioning	function	VERB
spir-8890	7	32	both	both	PRON
spir-8890	7	33	as	as	ADP
spir-8890	7	34	connectors	connector	NOUN
spir-8890	7	35	and	and	CCONJ
spir-8890	7	36	separators	separator	NOUN
spir-8890	7	37	.	.	PUNCT
spir-8890	8	1	the	the	DET
spir-8890	8	2	question	question	NOUN
spir-8890	8	3	of	of	ADP
spir-8890	8	4	cutting	cut	VERB
spir-8890	8	5	and	and	CCONJ
spir-8890	8	6	slicing	slicing	NOUN
spir-8890	8	7	has	have	AUX
spir-8890	8	8	been	be	AUX
spir-8890	8	9	discussed	discuss	VERB
spir-8890	8	10	in	in	ADP
spir-8890	8	11	relation	relation	NOUN
spir-8890	8	12	to	to	ADP
spir-8890	8	13	sampling	sample	VERB
spir-8890	8	14	techniques	technique	NOUN
spir-8890	8	15	in	in	ADP
spir-8890	8	16	the	the	DET
spir-8890	8	17	context	context	NOUN
spir-8890	8	18	of	of	ADP
spir-8890	8	19	social	social	ADJ
spir-8890	8	20	science	science	NOUN
spir-8890	8	21	research	research	NOUN
spir-8890	8	22	(	(	PUNCT
spir-8890	8	23	uprichard	uprichard	NOUN
spir-8890	8	24	;	;	PUNCT
spir-8890	8	25	bryman	bryman	NOUN
spir-8890	8	26	;	;	PUNCT
spir-8890	8	27	gilbert	gilbert	PROPN
spir-8890	8	28	)	)	PUNCT
spir-8890	8	29	and	and	CCONJ
spir-8890	8	30	increasingly	increasingly	ADV
spir-8890	8	31	in	in	ADP
spir-8890	8	32	relation	relation	NOUN
spir-8890	8	33	to	to	ADP
spir-8890	8	34	social	social	ADJ
spir-8890	8	35	media	medium	NOUN
spir-8890	8	36	research	research	NOUN
spir-8890	8	37	(	(	PUNCT
spir-8890	8	38	rieder	rieder	NOUN
spir-8890	8	39	;	;	PUNCT
spir-8890	8	40	gerlitz	gerlitz	NOUN
spir-8890	8	41	and	and	CCONJ
spir-8890	8	42	rieder	rieder	NOUN
spir-8890	8	43	)	)	PUNCT
spir-8890	8	44	,	,	PUNCT
spir-8890	8	45	but	but	CCONJ
spir-8890	8	46	the	the	DET
spir-8890	8	47	kind	kind	NOUN
spir-8890	8	48	of	of	ADP
spir-8890	8	49	analytical	analytical	ADJ
spir-8890	8	50	“	"	PUNCT
spir-8890	8	51	dissections	dissection	NOUN
spir-8890	8	52	”	"	PUNCT
spir-8890	8	53	we	we	PRON
spir-8890	8	54	perform	perform	VERB
spir-8890	8	55	by	by	ADP
spir-8890	8	56	selecting	select	VERB
spir-8890	8	57	and	and	CCONJ
spir-8890	8	58	designing	design	VERB
spir-8890	8	59	metrics	metric	NOUN
spir-8890	8	60	are	be	AUX
spir-8890	8	61	less	less	ADV
spir-8890	8	62	well	well	ADV
spir-8890	8	63	understood	understand	VERB
spir-8890	8	64	.	.	PUNCT
spir-8890	9	1	metrics	metric	NOUN
spir-8890	9	2	,	,	PUNCT
spir-8890	9	3	however	however	ADV
spir-8890	9	4	,	,	PUNCT
spir-8890	9	5	equally	equally	ADV
spir-8890	9	6	need	need	VERB
spir-8890	9	7	to	to	PART
spir-8890	9	8	be	be	AUX
spir-8890	9	9	seen	see	VERB
spir-8890	9	10	as	as	ADP
spir-8890	9	11	epistemic	epistemic	ADJ
spir-8890	9	12	devices	device	NOUN
spir-8890	9	13	that	that	PRON
spir-8890	9	14	engage	engage	VERB
spir-8890	9	15	in	in	ADP
spir-8890	9	16	breaking	break	VERB
spir-8890	9	17	the	the	DET
spir-8890	9	18	practices	practice	NOUN
spir-8890	9	19	sprawling	sprawl	VERB
spir-8890	9	20	on	on	ADP
spir-8890	9	21	social	social	ADJ
spir-8890	9	22	media	medium	NOUN
spir-8890	9	23	platforms	platform	NOUN
spir-8890	9	24	apart	apart	ADV
spir-8890	9	25	and	and	CCONJ
spir-8890	9	26	put	put	VERB
spir-8890	9	27	them	they	PRON
spir-8890	9	28	together	together	ADV
spir-8890	9	29	again	again	ADV
spir-8890	9	30	in	in	ADP
spir-8890	9	31	various	various	ADJ
spir-8890	9	32	ways	way	NOUN
spir-8890	9	33	.	.	PUNCT
spir-8890	10	1	the	the	DET
spir-8890	10	2	objective	objective	NOUN
spir-8890	10	3	of	of	ADP
spir-8890	10	4	the	the	DET
spir-8890	10	5	paper	paper	NOUN
spir-8890	10	6	is	be	AUX
spir-8890	10	7	to	to	PART
spir-8890	10	8	reflect	reflect	VERB
spir-8890	10	9	on	on	ADP
spir-8890	10	10	the	the	DET
spir-8890	10	11	affordances	affordance	NOUN
spir-8890	10	12	of	of	ADP
spir-8890	10	13	different	different	ADJ
spir-8890	10	14	metrics	metric	NOUN
spir-8890	10	15	in	in	ADP
spir-8890	10	16	social	social	ADJ
spir-8890	10	17	media	medium	NOUN
spir-8890	10	18	research	research	NOUN
spir-8890	10	19	and	and	CCONJ
spir-8890	10	20	in	in	ADP
spir-8890	10	21	particular	particular	ADJ
spir-8890	10	22	in	in	ADP
spir-8890	10	23	twitter	twitter	NOUN
spir-8890	10	24	research	research	NOUN
spir-8890	10	25	.	.	PUNCT
spir-8890	11	1	we	we	PRON
spir-8890	11	2	draw	draw	VERB
spir-8890	11	3	on	on	ADP
spir-8890	11	4	a	a	DET
spir-8890	11	5	previous	previous	ADJ
spir-8890	11	6	experimental	experimental	ADJ
spir-8890	11	7	study	study	NOUN
spir-8890	11	8	on	on	ADP
spir-8890	11	9	‘	'	PUNCT
spir-8890	11	10	mining	mine	VERB
spir-8890	11	11	one	one	NUM
spir-8890	11	12	percent	percent	NOUN
spir-8890	11	13	of	of	ADP
spir-8890	11	14	twitter	twitter	NOUN
spir-8890	11	15	’	'	PUNCT
spir-8890	11	16	(	(	PUNCT
spir-8890	11	17	gerlitz	gerlitz	NOUN
spir-8890	11	18	and	and	CCONJ
spir-8890	11	19	rieder	rieder	NOUN
spir-8890	11	20	)	)	PUNCT
spir-8890	11	21	by	by	ADP
spir-8890	11	22	expanding	expand	VERB
spir-8890	11	23	our	our	PRON
spir-8890	11	24	initial	initial	ADJ
spir-8890	11	25	reflections	reflection	NOUN
spir-8890	11	26	on	on	ADP
spir-8890	11	27	the	the	DET
spir-8890	11	28	epistemic	epistemic	ADJ
spir-8890	11	29	work	work	NOUN
spir-8890	11	30	and	and	CCONJ
spir-8890	11	31	boundary	boundary	ADJ
spir-8890	11	32	making	make	VERB
spir-8890	11	33	capacities	capacity	NOUN
spir-8890	11	34	of	of	ADP
spir-8890	11	35	sampling	sample	VERB
spir-8890	11	36	to	to	PART
spir-8890	11	37	include	include	VERB
spir-8890	11	38	the	the	DET
spir-8890	11	39	more	more	ADV
spir-8890	11	40	subtle	subtle	ADJ
spir-8890	11	41	forms	form	NOUN
spir-8890	11	42	of	of	ADP
spir-8890	11	43	carving	carve	VERB
spir-8890	11	44	implied	imply	VERB
spir-8890	11	45	by	by	ADP
spir-8890	11	46	metrics	metric	NOUN
spir-8890	11	47	.	.	PUNCT
spir-8890	12	1	dissecting	dissect	VERB
spir-8890	12	2	platform	platform	NOUN
spir-8890	12	3	data	datum	NOUN
spir-8890	12	4	through	through	ADP
spir-8890	12	5	features	feature	NOUN
spir-8890	12	6	,	,	PUNCT
spir-8890	12	7	metrics	metric	NOUN
spir-8890	12	8	and	and	CCONJ
spir-8890	12	9	samples	sample	VERB
spir-8890	12	10	a	a	DET
spir-8890	12	11	variety	variety	NOUN
spir-8890	12	12	of	of	ADP
spir-8890	12	13	new	new	ADJ
spir-8890	12	14	media	medium	NOUN
spir-8890	12	15	research	research	NOUN
spir-8890	12	16	has	have	AUX
spir-8890	12	17	started	start	VERB
spir-8890	12	18	to	to	PART
spir-8890	12	19	explore	explore	VERB
spir-8890	12	20	the	the	DET
spir-8890	12	21	material	material	NOUN
spir-8890	12	22	-	-	PUNCT
spir-8890	12	23	technical	technical	ADJ
spir-8890	12	24	conditions	condition	NOUN
spir-8890	12	25	of	of	ADP
spir-8890	12	26	platforms	platform	NOUN
spir-8890	12	27	(	(	PUNCT
spir-8890	12	28	rogers	roger	NOUN
spir-8890	12	29	;	;	PUNCT
spir-8890	12	30	gillespie	gillespie	PROPN
spir-8890	12	31	)	)	PUNCT
spir-8890	12	32	,	,	PUNCT
spir-8890	12	33	drawing	draw	VERB
spir-8890	12	34	attention	attention	NOUN
spir-8890	12	35	to	to	ADP
spir-8890	12	36	the	the	DET
spir-8890	12	37	performative	performative	ADJ
spir-8890	12	38	capacities	capacity	NOUN
spir-8890	12	39	of	of	ADP
spir-8890	12	40	platform	platform	NOUN
spir-8890	12	41	protocols	protocol	NOUN
spir-8890	12	42	to	to	PART
spir-8890	12	43	enable	enable	VERB
spir-8890	12	44	and	and	CCONJ
spir-8890	12	45	structure	structure	VERB
spir-8890	12	46	specific	specific	ADJ
spir-8890	12	47	activities	activity	NOUN
spir-8890	12	48	.	.	PUNCT
spir-8890	13	1	in	in	ADP
spir-8890	13	2	the	the	DET
spir-8890	13	3	case	case	NOUN
spir-8890	13	4	of	of	ADP
spir-8890	13	5	twitter	twitter	NOUN
spir-8890	13	6	that	that	PRON
spir-8890	13	7	refers	refer	VERB
spir-8890	13	8	to	to	ADP
spir-8890	13	9	elements	element	NOUN
spir-8890	13	10	such	such	ADJ
spir-8890	13	11	as	as	ADP
spir-8890	13	12	tweets	tweet	NOUN
spir-8890	13	13	,	,	PUNCT
spir-8890	13	14	retweets	retweet	NOUN
spir-8890	13	15	,	,	PUNCT
spir-8890	13	16	@replies	@replie	NOUN
spir-8890	13	17	,	,	PUNCT
spir-8890	13	18	favourites	favourite	NOUN
spir-8890	13	19	,	,	PUNCT
spir-8890	13	20	follows	follow	VERB
spir-8890	13	21	,	,	PUNCT
spir-8890	13	22	or	or	CCONJ
spir-8890	13	23	lists	list	NOUN
spir-8890	13	24	.	.	PUNCT
spir-8890	14	1	these	these	DET
spir-8890	14	2	features	feature	NOUN
spir-8890	14	3	offer	offer	VERB
spir-8890	14	4	blueprints	blueprint	NOUN
spir-8890	14	5	for	for	ADP
spir-8890	14	6	user	user	NOUN
spir-8890	14	7	activities	activity	NOUN
spir-8890	14	8	that	that	PRON
spir-8890	14	9	are	be	AUX
spir-8890	14	10	both	both	PRON
spir-8890	14	11	pre	pre	ADJ
spir-8890	14	12	-	-	VERB
spir-8890	14	13	defined	define	VERB
spir-8890	14	14	yet	yet	ADV
spir-8890	14	15	underdetermined	underdetermined	ADJ
spir-8890	14	16	(	(	PUNCT
spir-8890	14	17	gillespie	gillespie	NOUN
spir-8890	14	18	;	;	PUNCT
spir-8890	14	19	montfort	montfort	NOUN
spir-8890	14	20	and	and	CCONJ
spir-8890	14	21	bogost	bogost	NOUN
spir-8890	14	22	;	;	PUNCT
spir-8890	14	23	langlois	langlois	PROPN
spir-8890	14	24	et	et	PROPN
spir-8890	14	25	al	al	PROPN
spir-8890	14	26	.	.	PROPN
spir-8890	14	27	)	)	PUNCT
spir-8890	14	28	.	.	PUNCT
spir-8890	15	1	they	they	PRON
spir-8890	15	2	cater	cater	VERB
spir-8890	15	3	to	to	ADP
spir-8890	15	4	a	a	DET
spir-8890	15	5	variety	variety	NOUN
spir-8890	15	6	of	of	ADP
spir-8890	15	7	actors	actor	NOUN
spir-8890	15	8	,	,	PUNCT
spir-8890	15	9	including	include	VERB
spir-8890	15	10	users	user	NOUN
spir-8890	15	11	,	,	PUNCT
spir-8890	15	12	developers	developer	NOUN
spir-8890	15	13	,	,	PUNCT
spir-8890	15	14	advertisers	advertiser	NOUN
spir-8890	15	15	,	,	PUNCT
spir-8890	15	16	and	and	CCONJ
spir-8890	15	17	third	third	ADJ
spir-8890	15	18	party	party	NOUN
spir-8890	15	19	services	service	NOUN
spir-8890	15	20	,	,	PUNCT
spir-8890	15	21	and	and	CCONJ
spir-8890	15	22	allow	allow	VERB
spir-8890	15	23	for	for	ADP
spir-8890	15	24	a	a	DET
spir-8890	15	25	variety	variety	NOUN
spir-8890	15	26	of	of	ADP
spir-8890	15	27	distinct	distinct	ADJ
spir-8890	15	28	use	use	NOUN
spir-8890	15	29	practices	practice	NOUN
spir-8890	15	30	to	to	PART
spir-8890	15	31	emerge	emerge	VERB
spir-8890	15	32	,	,	PUNCT
spir-8890	15	33	but	but	CCONJ
spir-8890	15	34	also	also	ADV
spir-8890	15	35	often	often	ADV
spir-8890	15	36	function	function	VERB
spir-8890	15	37	as	as	ADP
spir-8890	15	38	starting	start	VERB
spir-8890	15	39	points	point	NOUN
spir-8890	15	40	to	to	PART
spir-8890	15	41	delineate	delineate	VERB
spir-8890	15	42	empirical	empirical	ADJ
spir-8890	15	43	material	material	NOUN
spir-8890	15	44	for	for	ADP
spir-8890	15	45	twitter	twitter	NOUN
spir-8890	15	46	research	research	NOUN
spir-8890	15	47	.	.	PUNCT
spir-8890	16	1	using	use	VERB
spir-8890	16	2	these	these	DET
spir-8890	16	3	medium	medium	ADJ
spir-8890	16	4	-	-	PUNCT
spir-8890	16	5	specific	specific	ADJ
spir-8890	16	6	elements	element	NOUN
spir-8890	16	7	as	as	ADP
spir-8890	16	8	basis	basis	NOUN
spir-8890	16	9	for	for	ADP
spir-8890	16	10	building	build	VERB
spir-8890	16	11	a	a	DET
spir-8890	16	12	collection	collection	NOUN
spir-8890	16	13	of	of	ADP
spir-8890	16	14	tweets	tweet	NOUN
spir-8890	16	15	,	,	PUNCT
spir-8890	16	16	users	user	NOUN
spir-8890	16	17	,	,	PUNCT
spir-8890	16	18	etc	etc	X
spir-8890	16	19	.	.	X
spir-8890	16	20	to	to	PART
spir-8890	16	21	be	be	AUX
spir-8890	16	22	analyzed	analyze	VERB
spir-8890	16	23	has	have	VERB
spir-8890	16	24	significant	significant	ADJ
spir-8890	16	25	epistemic	epistemic	ADJ
spir-8890	16	26	weight	weight	NOUN
spir-8890	16	27	:	:	PUNCT
spir-8890	16	28	these	these	DET
spir-8890	16	29	sampling	sample	VERB
spir-8890	16	30	methods	method	NOUN
spir-8890	16	31	come	come	VERB
spir-8890	16	32	with	with	ADP
spir-8890	16	33	specific	specific	ADJ
spir-8890	16	34	notions	notion	NOUN
spir-8890	16	35	of	of	ADP
spir-8890	16	36	use	use	NOUN
spir-8890	16	37	scenarios	scenario	NOUN
spir-8890	16	38	build	build	VERB
spir-8890	16	39	into	into	ADP
spir-8890	16	40	them	they	PRON
spir-8890	16	41	or	or	CCONJ
spir-8890	16	42	,	,	PUNCT
spir-8890	16	43	as	as	SCONJ
spir-8890	16	44	uprichard	uprichard	NOUN
spir-8890	16	45	suggests	suggest	VERB
spir-8890	16	46	,	,	PUNCT
spir-8890	16	47	there	there	PRON
spir-8890	16	48	are	be	VERB
spir-8890	16	49	certain	certain	ADJ
spir-8890	16	50	“	"	PUNCT
spir-8890	16	51	a	a	DET
spir-8890	16	52	priori	priori	ADJ
spir-8890	16	53	philosophical	philosophical	ADJ
spir-8890	16	54	assumptions	assumption	NOUN
spir-8890	16	55	intrinsic	intrinsic	ADJ
spir-8890	16	56	to	to	ADP
spir-8890	16	57	any	any	DET
spir-8890	16	58	sample	sample	NOUN
spir-8890	16	59	design	design	NOUN
spir-8890	16	60	and	and	CCONJ
spir-8890	16	61	the	the	DET
spir-8890	16	62	subsequent	subsequent	ADJ
spir-8890	16	63	validity	validity	NOUN
spir-8890	16	64	of	of	ADP
spir-8890	16	65	the	the	DET
spir-8890	16	66	sample	sample	NOUN
spir-8890	16	67	criteria	criterion	NOUN
spir-8890	16	68	themselves	themselves	PRON
spir-8890	16	69	”	"	PUNCT
spir-8890	16	70	(	(	PUNCT
spir-8890	16	71	uprichard	uprichard	NOUN
spir-8890	16	72	2	2	NUM
spir-8890	16	73	)	)	PUNCT
spir-8890	16	74	.	.	PUNCT
spir-8890	17	1	the	the	DET
spir-8890	17	2	practice	practice	NOUN
spir-8890	17	3	of	of	ADP
spir-8890	17	4	delimitation	delimitation	NOUN
spir-8890	17	5	is	be	AUX
spir-8890	17	6	not	not	PART
spir-8890	17	7	reserved	reserve	VERB
spir-8890	17	8	to	to	ADP
spir-8890	17	9	sampling	sample	VERB
spir-8890	17	10	,	,	PUNCT
spir-8890	17	11	but	but	CCONJ
spir-8890	17	12	continues	continue	VERB
spir-8890	17	13	on	on	ADP
spir-8890	17	14	the	the	DET
spir-8890	17	15	level	level	NOUN
spir-8890	17	16	of	of	ADP
spir-8890	17	17	metrics	metric	NOUN
spir-8890	17	18	when	when	SCONJ
spir-8890	17	19	we	we	PRON
spir-8890	17	20	use	use	VERB
spir-8890	17	21	,	,	PUNCT
spir-8890	17	22	for	for	ADP
spir-8890	17	23	example	example	NOUN
spir-8890	17	24	,	,	PUNCT
spir-8890	17	25	hashtags	hashtag	NOUN
spir-8890	17	26	or	or	CCONJ
spir-8890	17	27	even	even	ADV
spir-8890	17	28	words	word	NOUN
spir-8890	17	29	as	as	ADP
spir-8890	17	30	stand	stand	NOUN
spir-8890	17	31	-	-	PUNCT
spir-8890	17	32	ins	in	NOUN
spir-8890	17	33	for	for	ADP
spir-8890	17	34	concepts	concept	NOUN
spir-8890	17	35	,	,	PUNCT
spir-8890	17	36	ideas	idea	NOUN
spir-8890	17	37	,	,	PUNCT
spir-8890	17	38	positions	position	NOUN
spir-8890	17	39	or	or	CCONJ
spir-8890	17	40	viewpoints	viewpoint	NOUN
spir-8890	17	41	.	.	PUNCT
spir-8890	18	1	is	be	AUX
spir-8890	18	2	a	a	DET
spir-8890	18	3	list	list	NOUN
spir-8890	18	4	on	on	ADP
spir-8890	18	5	twitter	twitter	PROPN
spir-8890	18	6	a	a	DET
spir-8890	18	7	group	group	NOUN
spir-8890	18	8	?	?	PUNCT
spir-8890	19	1	are	be	AUX
spir-8890	19	2	retweets	retweet	NOUN
spir-8890	19	3	a	a	DET
spir-8890	19	4	measure	measure	NOUN
spir-8890	19	5	of	of	ADP
spir-8890	19	6	attention	attention	NOUN
spir-8890	19	7	?	?	PUNCT
spir-8890	20	1	of	of	ADP
spir-8890	20	2	agreement	agreement	NOUN
spir-8890	20	3	?	?	PUNCT
spir-8890	21	1	or	or	CCONJ
spir-8890	21	2	a	a	DET
spir-8890	21	3	favour	favour	NOUN
spir-8890	21	4	amongst	amongst	ADP
spir-8890	21	5	friends	friend	NOUN
spir-8890	21	6	?	?	PUNCT
spir-8890	22	1	metrics	metric	NOUN
spir-8890	22	2	draw	draw	VERB
spir-8890	22	3	together	together	ADV
spir-8890	22	4	disparate	disparate	ADJ
spir-8890	22	5	practices	practice	NOUN
spir-8890	22	6	,	,	PUNCT
spir-8890	22	7	but	but	CCONJ
spir-8890	22	8	they	they	PRON
spir-8890	22	9	also	also	ADV
spir-8890	22	10	isolate	isolate	VERB
spir-8890	22	11	:	:	PUNCT
spir-8890	22	12	we	we	PRON
spir-8890	22	13	do	do	AUX
spir-8890	22	14	not	not	PART
spir-8890	22	15	send	send	VERB
spir-8890	22	16	hashtags	hashtag	NOUN
spir-8890	22	17	,	,	PUNCT
spir-8890	22	18	after	after	ADV
spir-8890	22	19	all	all	ADV
spir-8890	22	20	,	,	PUNCT
spir-8890	22	21	but	but	CCONJ
spir-8890	22	22	tweets	tweet	NOUN
spir-8890	22	23	.	.	PUNCT
spir-8890	23	1	if	if	SCONJ
spir-8890	23	2	platform	platform	NOUN
spir-8890	23	3	features	feature	VERB
spir-8890	23	4	like	like	ADP
spir-8890	23	5	hashtags	hashtag	NOUN
spir-8890	23	6	or	or	CCONJ
spir-8890	23	7	retweets	retweet	NOUN
spir-8890	23	8	comprise	comprise	VERB
spir-8890	23	9	a	a	DET
spir-8890	23	10	variety	variety	NOUN
spir-8890	23	11	of	of	ADP
spir-8890	23	12	practices	practice	NOUN
spir-8890	23	13	and	and	CCONJ
spir-8890	23	14	meanings	meaning	NOUN
spir-8890	23	15	,	,	PUNCT
spir-8890	23	16	how	how	SCONJ
spir-8890	23	17	are	be	AUX
spir-8890	23	18	these	these	DET
spir-8890	23	19	heterogenous	heterogenous	ADJ
spir-8890	23	20	practices	practice	NOUN
spir-8890	23	21	again	again	ADV
spir-8890	23	22	re	re	VERB
spir-8890	23	23	-	-	VERB
spir-8890	23	24	assembled	assemble	VERB
spir-8890	23	25	in	in	ADP
spir-8890	23	26	the	the	DET
spir-8890	23	27	process	process	NOUN
spir-8890	23	28	of	of	ADP
spir-8890	23	29	research	research	NOUN
spir-8890	23	30	?	?	PUNCT
spir-8890	24	1	and	and	CCONJ
spir-8890	24	2	how	how	SCONJ
spir-8890	24	3	can	can	AUX
spir-8890	24	4	we	we	PRON
spir-8890	24	5	use	use	VERB
spir-8890	24	6	said	say	VERB
spir-8890	24	7	metrics	metric	NOUN
spir-8890	24	8	to	to	PART
spir-8890	24	9	trace	trace	VERB
spir-8890	24	10	the	the	DET
spir-8890	24	11	various	various	ADJ
spir-8890	24	12	connections	connection	NOUN
spir-8890	24	13	and	and	CCONJ
spir-8890	24	14	separations	separation	NOUN
spir-8890	24	15	between	between	ADP
spir-8890	24	16	users	user	NOUN
spir-8890	24	17	,	,	PUNCT
spir-8890	24	18	topics	topic	NOUN
spir-8890	24	19	and	and	CCONJ
spir-8890	24	20	practices	practice	NOUN
spir-8890	24	21	on	on	ADP
spir-8890	24	22	twitter	twitter	NOUN
spir-8890	24	23	?	?	PUNCT
spir-8890	25	1	methodology	methodology	NOUN
spir-8890	25	2	following	follow	VERB
spir-8890	25	3	our	our	PRON
spir-8890	25	4	interest	interest	NOUN
spir-8890	25	5	in	in	ADP
spir-8890	25	6	relations	relation	NOUN
spir-8890	25	7	between	between	ADP
spir-8890	25	8	sampling	sample	VERB
spir-8890	25	9	,	,	PUNCT
spir-8890	25	10	metrics	metric	NOUN
spir-8890	25	11	and	and	CCONJ
spir-8890	25	12	medium	medium	ADJ
spir-8890	25	13	-	-	PUNCT
spir-8890	25	14	specificity	specificity	NOUN
spir-8890	25	15	,	,	PUNCT
spir-8890	25	16	we	we	PRON
spir-8890	25	17	turn	turn	VERB
spir-8890	25	18	to	to	ADP
spir-8890	25	19	random	random	ADJ
spir-8890	25	20	sampling	sampling	NOUN
spir-8890	25	21	and	and	CCONJ
spir-8890	25	22	engage	engage	VERB
spir-8890	25	23	twitter	twitter	NOUN
spir-8890	25	24	without	without	ADP
spir-8890	25	25	the	the	DET
spir-8890	25	26	commitments	commitment	NOUN
spir-8890	25	27	or	or	CCONJ
spir-8890	25	28	maybe	maybe	ADV
spir-8890	25	29	with	with	ADP
spir-8890	25	30	different	different	ADJ
spir-8890	25	31	commitments	commitment	NOUN
spir-8890	25	32	?	?	PUNCT
spir-8890	26	1	to	to	PART
spir-8890	26	2	particular	particular	VERB
spir-8890	26	3	a	a	DET
spir-8890	26	4	priori	priori	ADJ
spir-8890	26	5	conceptualizations	conceptualization	NOUN
spir-8890	26	6	of	of	ADP
spir-8890	26	7	practices	practice	NOUN
spir-8890	26	8	implied	imply	VERB
spir-8890	26	9	by	by	ADP
spir-8890	26	10	other	other	ADJ
spir-8890	26	11	sampling	sampling	NOUN
spir-8890	26	12	methods	method	NOUN
spir-8890	26	13	,	,	PUNCT
spir-8890	26	14	in	in	ADP
spir-8890	26	15	order	order	NOUN
spir-8890	26	16	to	to	PART
spir-8890	26	17	explore	explore	VERB
spir-8890	26	18	the	the	DET
spir-8890	26	19	ways	way	NOUN
spir-8890	26	20	metrics	metric	NOUN
spir-8890	26	21	can	can	AUX
spir-8890	26	22	reveal	reveal	VERB
spir-8890	26	23	connections	connection	NOUN
spir-8890	26	24	and	and	CCONJ
spir-8890	26	25	separations	separation	NOUN
spir-8890	26	26	while	while	SCONJ
spir-8890	26	27	being	be	AUX
spir-8890	26	28	themselves	themselves	PRON
spir-8890	26	29	caught	catch	VERB
spir-8890	26	30	up	up	ADP
spir-8890	26	31	in	in	ADP
spir-8890	26	32	connecting	connect	VERB
spir-8890	26	33	and	and	CCONJ
spir-8890	26	34	separating	separate	VERB
spir-8890	26	35	analytically	analytically	ADV
spir-8890	26	36	.	.	PUNCT
spir-8890	27	1	using	use	VERB
spir-8890	27	2	twitter	twitter	NOUN
spir-8890	27	3	’s	’s	PART
spir-8890	27	4	streaming	streaming	NOUN
spir-8890	27	5	api	api	NOUN
spir-8890	27	6	and	and	CCONJ
spir-8890	27	7	the	the	DET
spir-8890	27	8	digital	digital	ADJ
spir-8890	27	9	methods	method	NOUN
spir-8890	27	10	initiative	initiative	NOUN
spir-8890	27	11	twitter	twitter	NOUN
spir-8890	27	12	capture	capture	NOUN
spir-8890	27	13	and	and	CCONJ
spir-8890	27	14	analysis	analysis	NOUN
spir-8890	27	15	toolset	toolset	NOUN
spir-8890	27	16	(	(	PUNCT
spir-8890	27	17	dmi	dmi	NOUN
spir-8890	27	18	-	-	PUNCT
spir-8890	27	19	tcat	tcat	NOUN
spir-8890	27	20	)	)	PUNCT
spir-8890	27	21	,	,	PUNCT
spir-8890	27	22	we	we	PRON
spir-8890	27	23	retrieved	retrieve	VERB
spir-8890	27	24	a	a	DET
spir-8890	27	25	one	one	NUM
spir-8890	27	26	percent	percent	NOUN
spir-8890	27	27	sample	sample	NOUN
spir-8890	27	28	of	of	ADP
spir-8890	27	29	all	all	DET
spir-8890	27	30	tweets	tweet	NOUN
spir-8890	27	31	over	over	ADP
spir-8890	27	32	a	a	DET
spir-8890	27	33	period	period	NOUN
spir-8890	27	34	of	of	ADP
spir-8890	27	35	several	several	ADJ
spir-8890	27	36	weeks	week	NOUN
spir-8890	27	37	.	.	PUNCT
spir-8890	28	1	we	we	PRON
spir-8890	28	2	use	use	VERB
spir-8890	28	3	traditional	traditional	ADJ
spir-8890	28	4	and	and	CCONJ
spir-8890	28	5	emergent	emergent	ADJ
spir-8890	28	6	metrics	metric	NOUN
spir-8890	28	7	to	to	PART
spir-8890	28	8	explore	explore	VERB
spir-8890	28	9	both	both	DET
spir-8890	28	10	the	the	DET
spir-8890	28	11	datasets	dataset	NOUN
spir-8890	28	12	and	and	CCONJ
spir-8890	28	13	the	the	DET
spir-8890	28	14	metrics	metric	NOUN
spir-8890	28	15	themselves	themselves	PRON
spir-8890	28	16	,	,	PUNCT
spir-8890	28	17	including	include	VERB
spir-8890	28	18	activity	activity	NOUN
spir-8890	28	19	patterns	pattern	NOUN
spir-8890	28	20	,	,	PUNCT
spir-8890	28	21	hashtags	hashtag	NOUN
spir-8890	28	22	,	,	PUNCT
spir-8890	28	23	retweets	retweet	NOUN
spir-8890	28	24	,	,	PUNCT
spir-8890	28	25	language	language	NOUN
spir-8890	28	26	settings	setting	NOUN
spir-8890	28	27	,	,	PUNCT
spir-8890	28	28	content	content	NOUN
spir-8890	28	29	shared	share	VERB
spir-8890	28	30	,	,	PUNCT
spir-8890	28	31	interaction	interaction	NOUN
spir-8890	28	32	chains	chain	NOUN
spir-8890	28	33	,	,	PUNCT
spir-8890	28	34	co	co	ADJ
spir-8890	28	35	-	-	NOUN
spir-8890	28	36	word	word	ADJ
spir-8890	28	37	associations	association	NOUN
spir-8890	28	38	,	,	PUNCT
spir-8890	28	39	user	user	NOUN
spir-8890	28	40	profile	profile	PROPN
spir-8890	28	41	data	datum	NOUN
spir-8890	28	42	and	and	CCONJ
spir-8890	28	43	access	access	NOUN
spir-8890	28	44	devices	device	NOUN
spir-8890	28	45	among	among	ADP
spir-8890	28	46	others	other	NOUN
spir-8890	28	47	.	.	PUNCT
spir-8890	29	1	by	by	ADP
spir-8890	29	2	starting	start	VERB
spir-8890	29	3	from	from	ADP
spir-8890	29	4	a	a	DET
spir-8890	29	5	random	random	ADJ
spir-8890	29	6	sample	sample	NOUN
spir-8890	29	7	,	,	PUNCT
spir-8890	29	8	we	we	PRON
spir-8890	29	9	can	can	AUX
spir-8890	29	10	inquire	inquire	VERB
spir-8890	29	11	how	how	SCONJ
spir-8890	29	12	metrics	metric	NOUN
spir-8890	29	13	are	be	AUX
spir-8890	29	14	both	both	PRON
spir-8890	29	15	related	related	ADJ
spir-8890	29	16	and	and	CCONJ
spir-8890	29	17	separate	separate	ADJ
spir-8890	29	18	from	from	ADP
spir-8890	29	19	each	each	DET
spir-8890	29	20	other	other	ADJ
spir-8890	29	21	,	,	PUNCT
spir-8890	29	22	and	and	CCONJ
spir-8890	29	23	to	to	ADP
spir-8890	29	24	what	what	DET
spir-8890	29	25	extent	extent	NOUN
spir-8890	29	26	different	different	ADJ
spir-8890	29	27	metrics	metric	NOUN
spir-8890	29	28	can	can	AUX
spir-8890	29	29	qualify	qualify	VERB
spir-8890	29	30	or	or	CCONJ
spir-8890	29	31	characterise	characterise	VERB
spir-8890	29	32	each	each	DET
spir-8890	29	33	other	other	ADJ
spir-8890	29	34	(	(	PUNCT
spir-8890	29	35	do	do	AUX
spir-8890	29	36	twitter	twitter	NOUN
spir-8890	29	37	users	user	NOUN
spir-8890	29	38	writing	write	VERB
spir-8890	29	39	from	from	ADP
spir-8890	29	40	different	different	ADJ
spir-8890	29	41	devices	device	NOUN
spir-8890	29	42	use	use	VERB
spir-8890	29	43	hashtags	hashtag	NOUN
spir-8890	29	44	differently	differently	ADV
spir-8890	29	45	?	?	PUNCT
spir-8890	30	1	are	be	AUX
spir-8890	30	2	friend	friend	NOUN
spir-8890	30	3	/	/	SYM
spir-8890	30	4	follower	follower	NOUN
spir-8890	30	5	relationships	relationship	NOUN
spir-8890	30	6	indicative	indicative	ADJ
spir-8890	30	7	of	of	ADP
spir-8890	30	8	linking	link	VERB
spir-8890	30	9	diversity	diversity	NOUN
spir-8890	30	10	?	?	PUNCT
spir-8890	31	1	can	can	AUX
spir-8890	31	2	we	we	PRON
spir-8890	31	3	detect	detect	VERB
spir-8890	31	4	language	language	NOUN
spir-8890	31	5	specific	specific	ADJ
spir-8890	31	6	practices	practice	NOUN
spir-8890	31	7	?	?	PUNCT
spir-8890	31	8	)	)	PUNCT
spir-8890	31	9	.	.	PUNCT
spir-8890	32	1	in	in	ADP
spir-8890	32	2	line	line	NOUN
spir-8890	32	3	with	with	ADP
spir-8890	32	4	our	our	PRON
spir-8890	32	5	previous	previous	ADJ
spir-8890	32	6	work	work	NOUN
spir-8890	32	7	,	,	PUNCT
spir-8890	32	8	the	the	DET
spir-8890	32	9	random	random	ADJ
spir-8890	32	10	sample	sample	NOUN
spir-8890	32	11	further	far	ADV
spir-8890	32	12	allows	allow	VERB
spir-8890	32	13	us	we	PRON
spir-8890	32	14	to	to	PART
spir-8890	32	15	expand	expand	VERB
spir-8890	32	16	our	our	PRON
spir-8890	32	17	analysis	analysis	NOUN
spir-8890	32	18	of	of	ADP
spir-8890	32	19	different	different	ADJ
spir-8890	32	20	use	use	NOUN
spir-8890	32	21	practices	practice	NOUN
spir-8890	32	22	of	of	ADP
spir-8890	32	23	platform	platform	NOUN
spir-8890	32	24	features	feature	NOUN
spir-8890	32	25	.	.	PUNCT
spir-8890	33	1	for	for	ADP
spir-8890	33	2	instance	instance	NOUN
spir-8890	33	3	,	,	PUNCT
spir-8890	33	4	by	by	ADP
spir-8890	33	5	drawing	draw	VERB
spir-8890	33	6	on	on	ADP
spir-8890	33	7	network	network	NOUN
spir-8890	33	8	and	and	CCONJ
spir-8890	33	9	co	co	NOUN
spir-8890	33	10	-	-	NOUN
spir-8890	33	11	word	word	ADJ
spir-8890	33	12	metrics	metric	NOUN
spir-8890	33	13	,	,	PUNCT
spir-8890	33	14	we	we	PRON
spir-8890	33	15	explore	explore	VERB
spir-8890	33	16	different	different	ADJ
spir-8890	33	17	use	use	NOUN
spir-8890	33	18	cases	case	NOUN
spir-8890	33	19	of	of	ADP
spir-8890	33	20	hashtags	hashtag	NOUN
spir-8890	33	21	,	,	PUNCT
spir-8890	33	22	interaction	interaction	NOUN
spir-8890	33	23	and	and	CCONJ
spir-8890	33	24	retweet	retweet	NOUN
spir-8890	33	25	patterns	pattern	NOUN
spir-8890	33	26	.	.	PUNCT
spir-8890	34	1	doing	do	VERB
spir-8890	34	2	so	so	ADV
spir-8890	34	3	,	,	PUNCT
spir-8890	34	4	we	we	PRON
spir-8890	34	5	inquire	inquire	VERB
spir-8890	34	6	into	into	ADP
spir-8890	34	7	the	the	DET
spir-8890	34	8	connections	connection	NOUN
spir-8890	34	9	enabled	enable	VERB
spir-8890	34	10	by	by	ADP
spir-8890	34	11	such	such	ADJ
spir-8890	34	12	metrics	metric	NOUN
spir-8890	34	13	,	,	PUNCT
spir-8890	34	14	asking	ask	VERB
spir-8890	34	15	how	how	SCONJ
spir-8890	34	16	connections	connection	NOUN
spir-8890	34	17	between	between	ADP
spir-8890	34	18	hashtags	hashtag	NOUN
spir-8890	34	19	,	,	PUNCT
spir-8890	34	20	words	word	NOUN
spir-8890	34	21	or	or	CCONJ
spir-8890	34	22	users	user	NOUN
spir-8890	34	23	resemble	resemble	VERB
spir-8890	34	24	actual	actual	ADJ
spir-8890	34	25	use	use	NOUN
spir-8890	34	26	practices	practice	NOUN
spir-8890	34	27	or	or	CCONJ
spir-8890	34	28	are	be	AUX
spir-8890	34	29	rather	rather	ADV
spir-8890	34	30	constructed	construct	VERB
spir-8890	34	31	through	through	ADP
spir-8890	34	32	the	the	DET
spir-8890	34	33	analytical	analytical	ADJ
spir-8890	34	34	work	work	NOUN
spir-8890	34	35	of	of	ADP
spir-8890	34	36	metrics	metric	NOUN
spir-8890	34	37	.	.	PUNCT
spir-8890	35	1	in	in	ADP
spir-8890	35	2	this	this	DET
spir-8890	35	3	methodological	methodological	ADJ
spir-8890	35	4	set	set	NOUN
spir-8890	35	5	-	-	PUNCT
spir-8890	35	6	up	up	NOUN
spir-8890	35	7	,	,	PUNCT
spir-8890	35	8	samples	sample	NOUN
spir-8890	35	9	and	and	CCONJ
spir-8890	35	10	metrics	metric	NOUN
spir-8890	35	11	are	be	AUX
spir-8890	35	12	not	not	PART
spir-8890	35	13	used	use	VERB
spir-8890	35	14	to	to	PART
spir-8890	35	15	establish	establish	VERB
spir-8890	35	16	data	datum	NOUN
spir-8890	35	17	boundaries	boundary	NOUN
spir-8890	35	18	,	,	PUNCT
spir-8890	35	19	but	but	CCONJ
spir-8890	35	20	to	to	PART
spir-8890	35	21	explore	explore	VERB
spir-8890	35	22	their	their	PRON
spir-8890	35	23	making	making	NOUN
spir-8890	35	24	and	and	CCONJ
spir-8890	35	25	in	in	ADP
spir-8890	35	26	that	that	DET
spir-8890	35	27	sense	sense	NOUN
spir-8890	35	28	,	,	PUNCT
spir-8890	35	29	the	the	DET
spir-8890	35	30	paper	paper	NOUN
spir-8890	35	31	contributes	contribute	VERB
spir-8890	35	32	to	to	ADP
spir-8890	35	33	a	a	DET
spir-8890	35	34	critical	critical	ADJ
spir-8890	35	35	reflection	reflection	NOUN
spir-8890	35	36	of	of	ADP
spir-8890	35	37	methodological	methodological	ADJ
spir-8890	35	38	techniques	technique	NOUN
spir-8890	35	39	of	of	ADP
spir-8890	35	40	intersection	intersection	NOUN
spir-8890	35	41	.	.	PUNCT
spir-8890	36	1	making	make	VERB
spir-8890	36	2	and	and	CCONJ
spir-8890	36	3	tracing	trace	VERB
spir-8890	36	4	intersections	intersection	NOUN
spir-8890	36	5	the	the	DET
spir-8890	36	6	paper	paper	NOUN
spir-8890	36	7	concludes	conclude	VERB
spir-8890	36	8	by	by	ADP
spir-8890	36	9	a	a	DET
spir-8890	36	10	reflection	reflection	NOUN
spir-8890	36	11	on	on	ADP
spir-8890	36	12	the	the	DET
spir-8890	36	13	ways	way	NOUN
spir-8890	36	14	in	in	ADP
spir-8890	36	15	which	which	PRON
spir-8890	36	16	metrics	metric	NOUN
spir-8890	36	17	,	,	PUNCT
spir-8890	36	18	operating	operate	VERB
spir-8890	36	19	as	as	ADP
spir-8890	36	20	epistemic	epistemic	ADJ
spir-8890	36	21	devices	device	NOUN
spir-8890	36	22	,	,	PUNCT
spir-8890	36	23	contribute	contribute	VERB
spir-8890	36	24	to	to	ADP
spir-8890	36	25	dynamics	dynamic	NOUN
spir-8890	36	26	of	of	ADP
spir-8890	36	27	inclusion	inclusion	NOUN
spir-8890	36	28	and	and	CCONJ
spir-8890	36	29	exclusion	exclusion	NOUN
spir-8890	36	30	on	on	ADP
spir-8890	36	31	a	a	DET
spir-8890	36	32	methodological	methodological	ADJ
spir-8890	36	33	and	and	CCONJ
spir-8890	36	34	conceptual	conceptual	ADJ
spir-8890	36	35	level	level	NOUN
spir-8890	36	36	.	.	PUNCT
spir-8890	37	1	just	just	ADV
spir-8890	37	2	as	as	SCONJ
spir-8890	37	3	mackenzie	mackenzie	NOUN
spir-8890	37	4	contents	content	NOUN
spir-8890	37	5	in	in	ADP
spir-8890	37	6	relation	relation	NOUN
spir-8890	37	7	to	to	ADP
spir-8890	37	8	databases	database	NOUN
spir-8890	37	9	that	that	SCONJ
spir-8890	37	10	it	it	PRON
spir-8890	37	11	is	be	AUX
spir-8890	37	12	not	not	PART
spir-8890	37	13	the	the	DET
spir-8890	37	14	individual	individual	ADJ
spir-8890	37	15	data	datum	NOUN
spir-8890	37	16	points	point	NOUN
spir-8890	37	17	that	that	PRON
spir-8890	37	18	matter	matter	ADV
spir-8890	37	19	but	but	CCONJ
spir-8890	37	20	the	the	DET
spir-8890	37	21	relations	relation	NOUN
spir-8890	37	22	that	that	PRON
spir-8890	37	23	can	can	AUX
spir-8890	37	24	be	be	AUX
spir-8890	37	25	created	create	VERB
spir-8890	37	26	between	between	ADP
spir-8890	37	27	them	they	PRON
spir-8890	37	28	(	(	PUNCT
spir-8890	37	29	mackenzie	mackenzie	NOUN
spir-8890	37	30	)	)	PUNCT
spir-8890	37	31	,	,	PUNCT
spir-8890	37	32	the	the	DET
spir-8890	37	33	work	work	NOUN
spir-8890	37	34	with	with	ADP
spir-8890	37	35	metrics	metric	NOUN
spir-8890	37	36	involves	involve	VERB
spir-8890	37	37	such	such	ADJ
spir-8890	37	38	bringing	bring	VERB
spir-8890	37	39	into	into	ADP
spir-8890	37	40	relation	relation	NOUN
spir-8890	37	41	of	of	ADP
spir-8890	37	42	medium	medium	ADJ
spir-8890	37	43	-	-	PUNCT
spir-8890	37	44	specific	specific	ADJ
spir-8890	37	45	objects	object	NOUN
spir-8890	37	46	and	and	CCONJ
spir-8890	37	47	activities	activity	NOUN
spir-8890	37	48	.	.	PUNCT
spir-8890	38	1	research	research	NOUN
spir-8890	38	2	,	,	PUNCT
spir-8890	38	3	we	we	PRON
spir-8890	38	4	argue	argue	VERB
spir-8890	38	5	,	,	PUNCT
spir-8890	38	6	further	far	ADV
spir-8890	38	7	needs	need	VERB
spir-8890	38	8	to	to	PART
spir-8890	38	9	reflect	reflect	VERB
spir-8890	38	10	whether	whether	SCONJ
spir-8890	38	11	it	it	PRON
spir-8890	38	12	dissects	dissect	VERB
spir-8890	38	13	its	its	PRON
spir-8890	38	14	datasets	dataset	NOUN
spir-8890	38	15	alongside	alongside	ADP
spir-8890	38	16	issueoriented	issueoriente	VERB
spir-8890	38	17	or	or	CCONJ
spir-8890	38	18	medium	medium	ADJ
spir-8890	38	19	-	-	PUNCT
spir-8890	38	20	dynamics	dynamic	NOUN
spir-8890	38	21	,	,	PUNCT
spir-8890	38	22	and	and	CCONJ
spir-8890	38	23	which	which	PRON
spir-8890	38	24	metrics	metric	NOUN
spir-8890	38	25	bring	bring	VERB
spir-8890	38	26	out	out	ADP
spir-8890	38	27	the	the	DET
spir-8890	38	28	dynamics	dynamic	NOUN
spir-8890	38	29	of	of	ADP
spir-8890	38	30	the	the	DET
spir-8890	38	31	medium	medium	NOUN
spir-8890	38	32	–	–	PUNCT
spir-8890	38	33	such	such	ADJ
spir-8890	38	34	as	as	ADP
spir-8890	38	35	bot	bot	NOUN
spir-8890	38	36	activity	activity	NOUN
spir-8890	38	37	or	or	CCONJ
spir-8890	38	38	retweets	retweet	NOUN
spir-8890	38	39	peaks	peak	NOUN
spir-8890	38	40	and	and	CCONJ
spir-8890	38	41	which	which	PRON
spir-8890	38	42	allow	allow	VERB
spir-8890	38	43	to	to	PART
spir-8890	38	44	zoom	zoom	VERB
spir-8890	38	45	in	in	ADP
spir-8890	38	46	on	on	ADP
spir-8890	38	47	dynamics	dynamic	NOUN
spir-8890	38	48	specific	specific	ADJ
spir-8890	38	49	to	to	ADP
spir-8890	38	50	topical	topical	ADJ
spir-8890	38	51	concerns	concern	NOUN
spir-8890	38	52	.	.	PUNCT
spir-8890	39	1	through	through	ADP
spir-8890	39	2	experimental	experimental	ADJ
spir-8890	39	3	testing	testing	NOUN
spir-8890	39	4	of	of	ADP
spir-8890	39	5	metrics	metric	NOUN
spir-8890	39	6	we	we	PRON
spir-8890	39	7	hope	hope	VERB
spir-8890	39	8	to	to	PART
spir-8890	39	9	initiate	initiate	VERB
spir-8890	39	10	a	a	DET
spir-8890	39	11	debate	debate	NOUN
spir-8890	39	12	on	on	ADP
spir-8890	39	13	the	the	DET
spir-8890	39	14	politics	politic	NOUN
spir-8890	39	15	of	of	ADP
spir-8890	39	16	cuts	cut	NOUN
spir-8890	39	17	and	and	CCONJ
spir-8890	39	18	connections	connection	NOUN
spir-8890	39	19	produced	produce	VERB
spir-8890	39	20	and	and	CCONJ
spir-8890	39	21	the	the	DET
spir-8890	39	22	possibilities	possibility	NOUN
spir-8890	39	23	to	to	PART
spir-8890	39	24	explore	explore	VERB
spir-8890	39	25	the	the	DET
spir-8890	39	26	complexity	complexity	NOUN
spir-8890	39	27	of	of	ADP
spir-8890	39	28	twitter	twitter	NOUN
spir-8890	39	29	practices	practice	NOUN
spir-8890	39	30	within	within	ADP
spir-8890	39	31	which	which	PRON
spir-8890	39	32	specific	specific	ADJ
spir-8890	39	33	collections	collection	NOUN
spir-8890	39	34	and	and	CCONJ
spir-8890	39	35	metrics	metric	NOUN
spir-8890	39	36	can	can	AUX
spir-8890	39	37	be	be	AUX
spir-8890	39	38	situated	situate	VERB
spir-8890	39	39	.	.	PUNCT
spir-8890	40	1	references	reference	NOUN
spir-8890	40	2	bryman	bryman	PROPN
spir-8890	40	3	,	,	PUNCT
spir-8890	40	4	alan	alan	PROPN
spir-8890	40	5	.	.	PUNCT
spir-8890	41	1	social	social	ADJ
spir-8890	41	2	research	research	NOUN
spir-8890	41	3	methods	method	NOUN
spir-8890	41	4	.	.	PUNCT
spir-8890	42	1	oxford	oxford	PROPN
spir-8890	42	2	university	university	PROPN
spir-8890	42	3	press	press	NOUN
spir-8890	42	4	,	,	PUNCT
spir-8890	42	5	(	(	PUNCT
spir-8890	42	6	2012	2012	NUM
spir-8890	42	7	)	)	PUNCT
spir-8890	42	8	.	.	PUNCT
spir-8890	43	1	gerlitz	gerlitz	PROPN
spir-8890	43	2	,	,	PUNCT
spir-8890	43	3	carolin	carolin	PROPN
spir-8890	43	4	&	&	CCONJ
spir-8890	43	5	rieder	rieder	PROPN
spir-8890	43	6	,	,	PUNCT
spir-8890	43	7	bernhard	bernhard	PROPN
spir-8890	43	8	.	.	PUNCT
spir-8890	44	1	mining	mining	NOUN
spir-8890	44	2	one	one	NUM
spir-8890	44	3	percent	percent	NOUN
spir-8890	44	4	of	of	ADP
spir-8890	44	5	twitter	twitter	NOUN
spir-8890	44	6	:	:	PUNCT
spir-8890	44	7	collections	collection	NOUN
spir-8890	44	8	,	,	PUNCT
spir-8890	44	9	baselines	baseline	NOUN
spir-8890	44	10	,	,	PUNCT
spir-8890	44	11	sampling	sample	VERB
spir-8890	44	12	.	.	PUNCT
spir-8890	45	1	m	m	PROPN
spir-8890	45	2	/	/	SYM
spir-8890	45	3	c	c	PROPN
spir-8890	45	4	journal	journal	NOUN
spir-8890	45	5	,	,	PUNCT
spir-8890	45	6	16(2	16(2	NUM
spir-8890	45	7	)	)	PUNCT
spir-8890	45	8	,	,	PUNCT
spir-8890	45	9	pp.1–18	pp.1–18	X
spir-8890	45	10	,	,	PUNCT
spir-8890	45	11	(	(	PUNCT
spir-8890	45	12	2013	2013	NUM
spir-8890	45	13	)	)	PUNCT
spir-8890	45	14	.	.	PUNCT
spir-8890	46	1	gilbert	gilbert	PROPN
spir-8890	46	2	,	,	PUNCT
spir-8890	46	3	nigel	nigel	PROPN
spir-8890	46	4	.	.	PUNCT
spir-8890	47	1	researching	research	VERB
spir-8890	47	2	social	social	ADJ
spir-8890	47	3	life	life	NOUN
spir-8890	47	4	.	.	PUNCT
spir-8890	48	1	sage	sage	NOUN
spir-8890	48	2	,	,	PUNCT
spir-8890	48	3	(	(	PUNCT
spir-8890	48	4	2008	2008	NUM
spir-8890	48	5	)	)	PUNCT
spir-8890	48	6	.	.	PUNCT
spir-8890	49	1	gillespie	gillespie	PROPN
spir-8890	49	2	,	,	PUNCT
spir-8890	49	3	tarleton	tarleton	PROPN
spir-8890	49	4	.	.	PUNCT
spir-8890	50	1	“	"	PUNCT
spir-8890	50	2	the	the	DET
spir-8890	50	3	politics	politic	NOUN
spir-8890	50	4	of	of	ADP
spir-8890	50	5	‘	'	PUNCT
spir-8890	50	6	platforms	platform	NOUN
spir-8890	50	7	’	'	PUNCT
spir-8890	50	8	.	.	PUNCT
spir-8890	50	9	”	"	PUNCT
spir-8890	51	1	new	new	ADJ
spir-8890	51	2	media	medium	NOUN
spir-8890	51	3	&	&	CCONJ
spir-8890	51	4	society	society	NOUN
spir-8890	51	5	12.3	12.3	NUM
spir-8890	51	6	(	(	PUNCT
spir-8890	51	7	2010	2010	NUM
spir-8890	51	8	):	):	PUNCT
spir-8890	51	9	347	347	NUM
spir-8890	51	10	–	–	PUNCT
spir-8890	51	11	364	364	NUM
spir-8890	51	12	.	.	PUNCT
spir-8890	51	13	langlois	langlois	PROPN
spir-8890	51	14	,	,	PUNCT
spir-8890	51	15	ganaele	ganaele	PROPN
spir-8890	51	16	et	et	PROPN
spir-8890	51	17	al	al	PROPN
spir-8890	51	18	.	.	PUNCT
spir-8890	52	1	“	"	PUNCT
spir-8890	52	2	mapping	map	VERB
spir-8890	52	3	commercial	commercial	ADJ
spir-8890	52	4	web	web	NOUN
spir-8890	52	5	2	2	NUM
spir-8890	52	6	.	.	NOUN
spir-8890	52	7	0	0	NUM
spir-8890	52	8	worlds	world	NOUN
spir-8890	52	9	:	:	PUNCT
spir-8890	52	10	towards	towards	ADP
spir-8890	52	11	a	a	DET
spir-8890	52	12	new	new	ADJ
spir-8890	52	13	critical	critical	ADJ
spir-8890	52	14	ontogenesis	ontogenesis	NOUN
spir-8890	52	15	.	.	PUNCT
spir-8890	52	16	”	"	PUNCT
spir-8890	53	1	fibreculture	fibreculture	ADJ
spir-8890	53	2	14	14	NUM
spir-8890	53	3	(	(	PUNCT
spir-8890	53	4	2009	2009	NUM
spir-8890	53	5	):	):	PUNCT
spir-8890	54	1	1–14	1–14	PROPN
spir-8890	54	2	.	.	PUNCT
spir-8890	54	3	mackenzie	mackenzie	PROPN
spir-8890	54	4	,	,	PUNCT
spir-8890	54	5	adrian	adrian	PROPN
spir-8890	54	6	.	.	PUNCT
spir-8890	55	1	“	"	PUNCT
spir-8890	55	2	more	more	ADJ
spir-8890	55	3	parts	part	NOUN
spir-8890	55	4	than	than	ADP
spir-8890	55	5	elements	element	NOUN
spir-8890	55	6	:	:	PUNCT
spir-8890	55	7	how	how	SCONJ
spir-8890	55	8	databases	database	NOUN
spir-8890	55	9	multiply	multiply	VERB
spir-8890	55	10	.	.	PUNCT
spir-8890	55	11	”	"	PUNCT
spir-8890	55	12	environment	environment	NOUN
spir-8890	55	13	and	and	CCONJ
spir-8890	55	14	planning	plan	VERB
spir-8890	55	15	d	d	NOUN
spir-8890	55	16	:	:	PUNCT
spir-8890	55	17	society	society	NOUN
spir-8890	55	18	and	and	CCONJ
spir-8890	55	19	space	space	NOUN
spir-8890	55	20	30.2	30.2	NUM
spir-8890	55	21	(	(	PUNCT
spir-8890	55	22	2012	2012	NUM
spir-8890	55	23	):	):	PUNCT
spir-8890	55	24	335	335	NUM
spir-8890	55	25	–	–	PUNCT
spir-8890	55	26	350	350	NUM
spir-8890	55	27	.	.	PUNCT
spir-8890	56	1	montfort	montfort	NOUN
spir-8890	56	2	,	,	PUNCT
spir-8890	56	3	nick	nick	PROPN
spir-8890	56	4	,	,	PUNCT
spir-8890	56	5	and	and	CCONJ
spir-8890	56	6	ian	ian	ADJ
spir-8890	56	7	bogost	bogost	NOUN
spir-8890	56	8	.	.	PUNCT
spir-8890	57	1	racing	race	VERB
spir-8890	57	2	the	the	DET
spir-8890	57	3	beam	beam	NOUN
spir-8890	57	4	:	:	PUNCT
spir-8890	57	5	the	the	DET
spir-8890	57	6	atari	atari	PROPN
spir-8890	57	7	video	video	NOUN
spir-8890	57	8	computer	computer	NOUN
spir-8890	57	9	system	system	NOUN
spir-8890	57	10	.	.	PUNCT
spir-8890	58	1	mit	mit	PROPN
spir-8890	58	2	press	press	PROPN
spir-8890	58	3	,	,	PUNCT
spir-8890	58	4	(	(	PUNCT
spir-8890	58	5	2009	2009	NUM
spir-8890	58	6	)	)	PUNCT
spir-8890	58	7	.	.	PUNCT
spir-8890	59	1	rieder	rieder	NOUN
spir-8890	59	2	,	,	PUNCT
spir-8890	59	3	bernhard	bernhard	PROPN
spir-8890	59	4	.	.	PUNCT
spir-8890	60	1	“	"	PUNCT
spir-8890	60	2	the	the	DET
spir-8890	60	3	refraction	refraction	NOUN
spir-8890	60	4	chamber	chamber	NOUN
spir-8890	60	5	:	:	PUNCT
spir-8890	60	6	twitter	twitter	NOUN
spir-8890	60	7	as	as	ADP
spir-8890	60	8	sphere	sphere	NOUN
spir-8890	60	9	and	and	CCONJ
spir-8890	60	10	network	network	NOUN
spir-8890	60	11	.	.	PUNCT
spir-8890	60	12	”	"	PUNCT
spir-8890	61	1	first	first	ADJ
spir-8890	61	2	monday	monday	PROPN
spir-8890	61	3	11	11	NUM
spir-8890	61	4	.	.	PUNCT
spir-8890	62	1	november	november	PROPN
spir-8890	62	2	5	5	NUM
spir-8890	62	3	(	(	PUNCT
spir-8890	62	4	2012	2012	NUM
spir-8890	62	5	)	)	PUNCT
spir-8890	62	6	.	.	PUNCT
spir-8890	63	1	rogers	rogers	PROPN
spir-8890	63	2	,	,	PUNCT
spir-8890	63	3	richard	richard	PROPN
spir-8890	63	4	.	.	PUNCT
spir-8890	64	1	the	the	DET
spir-8890	64	2	end	end	NOUN
spir-8890	64	3	of	of	ADP
spir-8890	64	4	the	the	DET
spir-8890	64	5	virtual	virtual	ADJ
spir-8890	64	6	–	–	PUNCT
spir-8890	64	7	digital	digital	ADJ
spir-8890	64	8	methods	method	NOUN
spir-8890	64	9	.	.	PUNCT
spir-8890	65	1	amsterdam	amsterdam	PROPN
spir-8890	65	2	university	university	PROPN
spir-8890	65	3	press	press	NOUN
spir-8890	65	4	,	,	PUNCT
spir-8890	65	5	(	(	PUNCT
spir-8890	65	6	2009	2009	NUM
spir-8890	65	7	)	)	PUNCT
spir-8890	65	8	.	.	PUNCT
spir-8890	66	1	uprichard	uprichard	NOUN
spir-8890	66	2	,	,	PUNCT
spir-8890	66	3	emma	emma	PROPN
spir-8890	66	4	.	.	PUNCT
spir-8890	67	1	“	"	PUNCT
spir-8890	67	2	sampling	sample	VERB
spir-8890	67	3	:	:	PUNCT
spir-8890	67	4	bridging	bridge	VERB
spir-8890	67	5	probability	probability	NOUN
spir-8890	67	6	and	and	CCONJ
spir-8890	67	7	non	non	ADJ
spir-8890	67	8	-	-	ADJ
spir-8890	67	9	probability	probability	ADJ
spir-8890	67	10	designs	design	NOUN
spir-8890	67	11	.	.	PUNCT
spir-8890	67	12	”	"	PUNCT
spir-8890	68	1	international	international	ADJ
spir-8890	68	2	journal	journal	NOUN
spir-8890	68	3	of	of	ADP
spir-8890	68	4	social	social	ADJ
spir-8890	68	5	research	research	NOUN
spir-8890	68	6	methodology	methodology	NOUN
spir-8890	68	7	16.1	16.1	NUM
spir-8890	68	8	(	(	PUNCT
spir-8890	68	9	2011	2011	NUM
spir-8890	68	10	):	):	PUNCT
spir-8890	68	11	1–11	1–11	PROPN
spir-8890	68	12	.	.	PUNCT