id	sid	tid	token	lemma	pos
spir-8408	1	1	microsoft	microsoft	PROPN
spir-8408	1	2	word	word	PROPN
spir-8408	1	3	finalannetteusingspir2013_template.doc	finalannetteusingspir2013_template.doc	PROPN
spir-8408	1	4	selected	select	VERB
spir-8408	1	5	papers	paper	NOUN
spir-8408	1	6	of	of	ADP
spir-8408	1	7	internet	internet	NOUN
spir-8408	1	8	research	research	NOUN
spir-8408	1	9	14.0	14.0	NUM
spir-8408	1	10	,	,	PUNCT
spir-8408	1	11	2013	2013	NUM
spir-8408	1	12	:	:	PUNCT
spir-8408	1	13	denver	denver	PROPN
spir-8408	1	14	,	,	PUNCT
spir-8408	1	15	usa	usa	PROPN
spir-8408	1	16	1	1	NUM
spir-8408	1	17	the	the	DET
spir-8408	1	18	algorithmic	algorithmic	ADJ
spir-8408	1	19	self	self	NOUN
spir-8408	1	20	:	:	PUNCT
spir-8408	1	21	layered	layered	ADJ
spir-8408	1	22	accounts	account	NOUN
spir-8408	1	23	of	of	ADP
spir-8408	1	24	life	life	NOUN
spir-8408	1	25	and	and	CCONJ
spir-8408	1	26	identity	identity	NOUN
spir-8408	1	27	in	in	ADP
spir-8408	1	28	the	the	DET
spir-8408	1	29	21st	21st	ADJ
spir-8408	1	30	century	century	NOUN
spir-8408	1	31	annette	annette	PROPN
spir-8408	1	32	n.	n.	PROPN
spir-8408	1	33	markham	markham	PROPN
spir-8408	1	34	department	department	PROPN
spir-8408	1	35	of	of	ADP
spir-8408	1	36	aesthetics	aesthetics	PROPN
spir-8408	1	37	&	&	CCONJ
spir-8408	1	38	communication	communication	PROPN
spir-8408	1	39	aarhus	aarhus	PROPN
spir-8408	1	40	university	university	PROPN
spir-8408	1	41	denmark	denmark	NOUN
spir-8408	1	42	amarkham@gmail.com	amarkham@gmail.com	X
spir-8408	2	1	abstract	abstract	ADJ
spir-8408	2	2	this	this	DET
spir-8408	2	3	paper	paper	NOUN
spir-8408	2	4	takes	take	VERB
spir-8408	2	5	an	an	DET
spir-8408	2	6	actor	actor	NOUN
spir-8408	2	7	network	network	NOUN
spir-8408	2	8	theory	theory	NOUN
spir-8408	2	9	approach	approach	NOUN
spir-8408	2	10	to	to	PART
spir-8408	2	11	explore	explore	VERB
spir-8408	2	12	some	some	PRON
spir-8408	2	13	of	of	ADP
spir-8408	2	14	the	the	DET
spir-8408	2	15	ways	way	NOUN
spir-8408	2	16	that	that	PRON
spir-8408	2	17	algorithms	algorithm	VERB
spir-8408	2	18	co	co	VERB
spir-8408	2	19	-	-	VERB
spir-8408	2	20	construct	construct	VERB
spir-8408	2	21	identity	identity	NOUN
spir-8408	2	22	and	and	CCONJ
spir-8408	2	23	relational	relational	ADJ
spir-8408	2	24	meaning	meaning	NOUN
spir-8408	2	25	in	in	ADP
spir-8408	2	26	contemporary	contemporary	ADJ
spir-8408	2	27	use	use	NOUN
spir-8408	2	28	of	of	ADP
spir-8408	2	29	social	social	ADJ
spir-8408	2	30	media	medium	NOUN
spir-8408	2	31	.	.	PUNCT
spir-8408	3	1	based	base	VERB
spir-8408	3	2	on	on	ADP
spir-8408	3	3	intensive	intensive	ADJ
spir-8408	3	4	interviews	interview	NOUN
spir-8408	3	5	with	with	ADP
spir-8408	3	6	participants	participant	NOUN
spir-8408	3	7	as	as	ADV
spir-8408	3	8	well	well	ADV
spir-8408	3	9	as	as	ADP
spir-8408	3	10	activity	activity	NOUN
spir-8408	3	11	logging	logging	NOUN
spir-8408	3	12	and	and	CCONJ
spir-8408	3	13	data	datum	NOUN
spir-8408	3	14	tracking	tracking	NOUN
spir-8408	3	15	,	,	PUNCT
spir-8408	3	16	the	the	DET
spir-8408	3	17	author	author	NOUN
spir-8408	3	18	presents	present	VERB
spir-8408	3	19	a	a	DET
spir-8408	3	20	richly	richly	ADV
spir-8408	3	21	layered	layer	VERB
spir-8408	3	22	set	set	NOUN
spir-8408	3	23	of	of	ADP
spir-8408	3	24	accounts	account	NOUN
spir-8408	3	25	to	to	PART
spir-8408	3	26	help	help	VERB
spir-8408	3	27	build	build	VERB
spir-8408	3	28	our	our	PRON
spir-8408	3	29	understanding	understanding	NOUN
spir-8408	3	30	of	of	ADP
spir-8408	3	31	how	how	SCONJ
spir-8408	3	32	individuals	individual	NOUN
spir-8408	3	33	relate	relate	VERB
spir-8408	3	34	to	to	ADP
spir-8408	3	35	their	their	PRON
spir-8408	3	36	devices	device	NOUN
spir-8408	3	37	,	,	PUNCT
spir-8408	3	38	search	search	NOUN
spir-8408	3	39	systems	system	NOUN
spir-8408	3	40	,	,	PUNCT
spir-8408	3	41	and	and	CCONJ
spir-8408	3	42	social	social	ADJ
spir-8408	3	43	network	network	NOUN
spir-8408	3	44	sites	site	NOUN
spir-8408	3	45	.	.	PUNCT
spir-8408	4	1	this	this	DET
spir-8408	4	2	work	work	NOUN
spir-8408	4	3	extends	extend	VERB
spir-8408	4	4	critical	critical	ADJ
spir-8408	4	5	analyses	analysis	NOUN
spir-8408	4	6	of	of	ADP
spir-8408	4	7	the	the	DET
spir-8408	4	8	power	power	NOUN
spir-8408	4	9	of	of	ADP
spir-8408	4	10	algorithms	algorithm	NOUN
spir-8408	4	11	in	in	ADP
spir-8408	4	12	implicating	implicate	VERB
spir-8408	4	13	the	the	DET
spir-8408	4	14	social	social	ADJ
spir-8408	4	15	self	self	NOUN
spir-8408	4	16	by	by	ADP
spir-8408	4	17	offering	offer	VERB
spir-8408	4	18	narrative	narrative	NOUN
spir-8408	4	19	accounts	account	NOUN
spir-8408	4	20	from	from	ADP
spir-8408	4	21	multiple	multiple	ADJ
spir-8408	4	22	perspectives	perspective	NOUN
spir-8408	4	23	.	.	PUNCT
spir-8408	5	1	it	it	PRON
spir-8408	5	2	also	also	ADV
spir-8408	5	3	contributes	contribute	VERB
spir-8408	5	4	an	an	DET
spir-8408	5	5	innovative	innovative	ADJ
spir-8408	5	6	method	method	NOUN
spir-8408	5	7	for	for	ADP
spir-8408	5	8	blending	blend	VERB
spir-8408	5	9	actor	actor	NOUN
spir-8408	5	10	network	network	NOUN
spir-8408	5	11	theory	theory	NOUN
spir-8408	5	12	with	with	ADP
spir-8408	5	13	symbolic	symbolic	ADJ
spir-8408	5	14	interaction	interaction	NOUN
spir-8408	5	15	to	to	PART
spir-8408	5	16	grapple	grapple	VERB
spir-8408	5	17	with	with	ADP
spir-8408	5	18	the	the	DET
spir-8408	5	19	complexity	complexity	NOUN
spir-8408	5	20	of	of	ADP
spir-8408	5	21	everyday	everyday	ADJ
spir-8408	5	22	sensemaking	sensemaking	NOUN
spir-8408	5	23	practices	practice	NOUN
spir-8408	5	24	within	within	ADP
spir-8408	5	25	networked	networked	ADJ
spir-8408	5	26	global	global	ADJ
spir-8408	5	27	information	information	NOUN
spir-8408	5	28	flows	flow	VERB
spir-8408	5	29	.	.	PUNCT
spir-8408	6	1	keywords	keyword	VERB
spir-8408	6	2	identity	identity	NOUN
spir-8408	6	3	;	;	PUNCT
spir-8408	6	4	actor	actor	NOUN
spir-8408	6	5	network	network	NOUN
spir-8408	6	6	theory	theory	NOUN
spir-8408	6	7	;	;	PUNCT
spir-8408	6	8	algorithms	algorithm	NOUN
spir-8408	6	9	;	;	PUNCT
spir-8408	6	10	agency	agency	NOUN
spir-8408	6	11	;	;	PUNCT
spir-8408	6	12	critical	critical	ADJ
spir-8408	6	13	;	;	PUNCT
spir-8408	6	14	remix	remix	NOUN
spir-8408	6	15	introduction	introduction	NOUN
spir-8408	6	16	i	i	PRON
spir-8408	6	17	know	know	VERB
spir-8408	6	18	i	i	PRON
spir-8408	6	19	should	should	AUX
spir-8408	6	20	n’t	not	PART
spir-8408	6	21	care	care	VERB
spir-8408	6	22	that	that	SCONJ
spir-8408	6	23	facebook	facebook	PROPN
spir-8408	6	24	’s	’s	PART
spir-8408	6	25	timeline	timeline	NOUN
spir-8408	6	26	forces	force	VERB
spir-8408	6	27	my	my	PRON
spir-8408	6	28	personal	personal	ADJ
spir-8408	6	29	history	history	NOUN
spir-8408	6	30	into	into	ADP
spir-8408	6	31	a	a	DET
spir-8408	6	32	chronology	chronology	NOUN
spir-8408	6	33	of	of	ADP
spir-8408	6	34	the	the	DET
spir-8408	6	35	jobs	job	NOUN
spir-8408	6	36	i	i	PRON
spir-8408	6	37	’ve	’ve	AUX
spir-8408	6	38	held	hold	VERB
spir-8408	6	39	.	.	PUNCT
spir-8408	7	1	i	i	PRON
spir-8408	7	2	know	know	VERB
spir-8408	7	3	that	that	SCONJ
spir-8408	7	4	in	in	ADP
spir-8408	7	5	the	the	DET
spir-8408	7	6	scale	scale	NOUN
spir-8408	7	7	of	of	ADP
spir-8408	7	8	important	important	ADJ
spir-8408	7	9	things	thing	NOUN
spir-8408	7	10	to	to	PART
spir-8408	7	11	worry	worry	VERB
spir-8408	7	12	about	about	ADP
spir-8408	7	13	in	in	ADP
spir-8408	7	14	the	the	DET
spir-8408	7	15	world	world	NOUN
spir-8408	7	16	,	,	PUNCT
spir-8408	7	17	i	i	PRON
spir-8408	7	18	should	should	AUX
spir-8408	7	19	n’t	not	PART
spir-8408	7	20	focus	focus	VERB
spir-8408	7	21	on	on	ADP
spir-8408	7	22	the	the	DET
spir-8408	7	23	fact	fact	NOUN
spir-8408	7	24	that	that	SCONJ
spir-8408	7	25	my	my	PRON
spir-8408	7	26	facebook	facebook	NOUN
spir-8408	7	27	timeline	timeline	NOUN
spir-8408	7	28	encourages	encourage	VERB
spir-8408	7	29	me	i	PRON
spir-8408	7	30	to	to	PART
spir-8408	7	31	add	add	VERB
spir-8408	7	32	materials	material	NOUN
spir-8408	7	33	to	to	ADP
spir-8408	7	34	my	my	PRON
spir-8408	7	35	timeline	timeline	NOUN
spir-8408	7	36	,	,	PUNCT
spir-8408	7	37	until	until	SCONJ
spir-8408	7	38	i	i	PRON
spir-8408	7	39	’ve	’ve	AUX
spir-8408	7	40	reached	reach	VERB
spir-8408	7	41	the	the	DET
spir-8408	7	42	category	category	NOUN
spir-8408	7	43	“	"	PUNCT
spir-8408	7	44	born	bear	VERB
spir-8408	7	45	.	.	PUNCT
spir-8408	7	46	”	"	PUNCT
spir-8408	8	1	as	as	SCONJ
spir-8408	8	2	if	if	SCONJ
spir-8408	8	3	my	my	PRON
spir-8408	8	4	history	history	NOUN
spir-8408	8	5	started	start	VERB
spir-8408	8	6	then	then	ADV
spir-8408	8	7	.	.	PUNCT
spir-8408	9	1	(	(	PUNCT
spir-8408	9	2	research	research	NOUN
spir-8408	9	3	participant	participant	NOUN
spir-8408	9	4	notes	note	NOUN
spir-8408	9	5	,	,	PUNCT
spir-8408	9	6	22	22	NUM
spir-8408	9	7	august	august	PROPN
spir-8408	9	8	2012	2012	NUM
spir-8408	9	9	)	)	PUNCT
spir-8408	9	10	latour	latour	NOUN
spir-8408	9	11	(	(	PUNCT
spir-8408	9	12	2012	2012	NUM
spir-8408	9	13	)	)	PUNCT
spir-8408	9	14	suggests	suggest	VERB
spir-8408	9	15	that	that	SCONJ
spir-8408	9	16	we	we	PRON
spir-8408	9	17	are	be	AUX
spir-8408	9	18	not	not	PART
spir-8408	9	19	just	just	ADV
spir-8408	9	20	part	part	NOUN
spir-8408	9	21	of	of	ADP
spir-8408	9	22	networks	network	NOUN
spir-8408	9	23	,	,	PUNCT
spir-8408	9	24	but	but	CCONJ
spir-8408	9	25	wholly	wholly	ADV
spir-8408	9	26	defined	define	VERB
spir-8408	9	27	by	by	ADP
spir-8408	9	28	what	what	PRON
spir-8408	9	29	can	can	AUX
spir-8408	9	30	be	be	AUX
spir-8408	9	31	found	find	VERB
spir-8408	9	32	in	in	ADP
spir-8408	9	33	databases	database	NOUN
spir-8408	9	34	.	.	PUNCT
spir-8408	10	1	senft	senft	NOUN
spir-8408	10	2	(	(	PUNCT
spir-8408	10	3	2012	2012	NUM
spir-8408	10	4	)	)	PUNCT
spir-8408	10	5	refers	refer	VERB
spir-8408	10	6	to	to	ADP
spir-8408	10	7	this	this	PRON
spir-8408	10	8	as	as	ADP
spir-8408	10	9	‘	'	PUNCT
spir-8408	10	10	the	the	DET
spir-8408	10	11	grab	grab	NOUN
spir-8408	10	12	,	,	PUNCT
spir-8408	10	13	’	'	PUNCT
spir-8408	10	14	an	an	DET
spir-8408	10	15	action	action	NOUN
spir-8408	10	16	of	of	ADP
spir-8408	10	17	taking	take	VERB
spir-8408	10	18	something	something	PRON
spir-8408	10	19	we	we	PRON
spir-8408	10	20	want	want	VERB
spir-8408	10	21	,	,	PUNCT
spir-8408	10	22	but	but	CCONJ
spir-8408	10	23	also	also	ADV
spir-8408	10	24	as	as	ADP
spir-8408	10	25	a	a	DET
spir-8408	10	26	temporary	temporary	ADJ
spir-8408	10	27	fixing	fixing	NOUN
spir-8408	10	28	,	,	PUNCT
spir-8408	10	29	as	as	SCONJ
spir-8408	10	30	we	we	PRON
spir-8408	10	31	might	might	AUX
spir-8408	10	32	accomplish	accomplish	VERB
spir-8408	10	33	through	through	ADP
spir-8408	10	34	a	a	DET
spir-8408	10	35	screengrab	screengrab	NOUN
spir-8408	10	36	,	,	PUNCT
spir-8408	10	37	or	or	CCONJ
spir-8408	10	38	by	by	ADP
spir-8408	10	39	making	make	VERB
spir-8408	10	40	sense	sense	NOUN
spir-8408	10	41	of	of	ADP
spir-8408	10	42	something	something	PRON
spir-8408	10	43	or	or	CCONJ
spir-8408	10	44	someone	someone	PRON
spir-8408	10	45	very	very	ADV
spir-8408	10	46	rapidly	rapidly	ADV
spir-8408	10	47	and	and	CCONJ
spir-8408	10	48	then	then	ADV
spir-8408	10	49	moving	move	VERB
spir-8408	10	50	on	on	ADP
spir-8408	10	51	.	.	PUNCT
spir-8408	11	1	we	we	PRON
spir-8408	11	2	might	might	AUX
spir-8408	11	3	do	do	VERB
spir-8408	11	4	this	this	PRON
spir-8408	11	5	deliberately	deliberately	ADV
spir-8408	11	6	and	and	CCONJ
spir-8408	11	7	consciously	consciously	ADV
spir-8408	11	8	,	,	PUNCT
spir-8408	11	9	or	or	CCONJ
spir-8408	11	10	it	it	PRON
spir-8408	11	11	might	might	AUX
spir-8408	11	12	be	be	AUX
spir-8408	11	13	a	a	DET
spir-8408	11	14	decision	decision	NOUN
spir-8408	11	15	made	make	VERB
spir-8408	11	16	through	through	ADP
spir-8408	11	17	a	a	DET
spir-8408	11	18	complex	complex	ADJ
spir-8408	11	19	and	and	CCONJ
spir-8408	11	20	largely	largely	ADV
spir-8408	11	21	invisible	invisible	ADJ
spir-8408	11	22	interaction	interaction	NOUN
spir-8408	11	23	with	with	ADP
spir-8408	11	24	the	the	DET
spir-8408	11	25	algorithms	algorithm	NOUN
spir-8408	11	26	that	that	PRON
spir-8408	11	27	mediate	mediate	VERB
spir-8408	11	28	the	the	DET
spir-8408	11	29	interface	interface	NOUN
spir-8408	11	30	.	.	PUNCT
spir-8408	12	1	a	a	DET
spir-8408	12	2	couple	couple	NOUN
spir-8408	12	3	of	of	ADP
spir-8408	12	4	years	year	NOUN
spir-8408	12	5	ago	ago	ADV
spir-8408	12	6	,	,	PUNCT
spir-8408	12	7	i	i	PRON
spir-8408	12	8	read	read	VERB
spir-8408	12	9	an	an	DET
spir-8408	12	10	article	article	NOUN
spir-8408	12	11	that	that	PRON
spir-8408	12	12	said	say	VERB
spir-8408	12	13	we	we	PRON
spir-8408	12	14	are	be	AUX
spir-8408	12	15	being	be	AUX
spir-8408	12	16	trapped	trap	VERB
spir-8408	12	17	by	by	ADP
spir-8408	12	18	the	the	DET
spir-8408	12	19	technologies	technology	NOUN
spir-8408	12	20	we	we	PRON
spir-8408	12	21	’re	’re	AUX
spir-8408	12	22	using	use	VERB
spir-8408	12	23	now	now	ADV
spir-8408	12	24	,	,	PUNCT
spir-8408	12	25	and	and	CCONJ
spir-8408	12	26	that	that	SCONJ
spir-8408	12	27	while	while	SCONJ
spir-8408	12	28	most	most	ADJ
spir-8408	12	29	of	of	ADP
spir-8408	12	30	us	we	PRON
spir-8408	12	31	believe	believe	VERB
spir-8408	12	32	we	we	PRON
spir-8408	12	33	still	still	ADV
spir-8408	12	34	have	have	VERB
spir-8408	12	35	freedom	freedom	NOUN
spir-8408	12	36	of	of	ADP
spir-8408	12	37	choice	choice	NOUN
spir-8408	12	38	,	,	PUNCT
spir-8408	12	39	this	this	PRON
spir-8408	12	40	just	just	ADV
spir-8408	12	41	is	be	AUX
spir-8408	12	42	n’t	not	PART
spir-8408	12	43	the	the	DET
spir-8408	12	44	case	case	NOUN
spir-8408	12	45	.	.	PUNCT
spir-8408	13	1	he	he	PRON
spir-8408	13	2	argued	argue	VERB
spir-8408	13	3	that	that	SCONJ
spir-8408	13	4	our	our	PRON
spir-8408	13	5	reliance	reliance	NOUN
spir-8408	13	6	on	on	ADP
spir-8408	13	7	particular	particular	ADJ
spir-8408	13	8	interfaces	interface	NOUN
spir-8408	13	9	grows	grow	VERB
spir-8408	13	10	more	more	ADV
spir-8408	13	11	powerful	powerful	ADJ
spir-8408	13	12	every	every	DET
spir-8408	13	13	time	time	NOUN
spir-8408	13	14	we	we	PRON
spir-8408	13	15	upload	upload	VERB
spir-8408	13	16	another	another	DET
spir-8408	13	17	photo	photo	NOUN
spir-8408	13	18	or	or	CCONJ
spir-8408	13	19	document	document	NOUN
spir-8408	13	20	moments	moment	NOUN
spir-8408	13	21	of	of	ADP
spir-8408	13	22	our	our	PRON
spir-8408	13	23	lives	life	NOUN
spir-8408	13	24	,	,	PUNCT
spir-8408	13	25	because	because	SCONJ
spir-8408	13	26	we	we	PRON
spir-8408	13	27	’re	’re	VERB
spir-8408	13	28	less	less	ADV
spir-8408	13	29	and	and	CCONJ
spir-8408	13	30	less	less	ADV
spir-8408	13	31	likely	likely	ADJ
spir-8408	13	32	to	to	PART
spir-8408	13	33	want	want	VERB
spir-8408	13	34	to	to	PART
spir-8408	13	35	start	start	VERB
spir-8408	13	36	all	all	ADV
spir-8408	13	37	over	over	ADV
spir-8408	13	38	again	again	ADV
spir-8408	13	39	.	.	PUNCT
spir-8408	14	1	so	so	ADV
spir-8408	14	2	facebook	facebook	PROPN
spir-8408	14	3	is	be	AUX
spir-8408	14	4	based	base	VERB
spir-8408	14	5	more	more	ADV
spir-8408	14	6	on	on	ADP
spir-8408	14	7	inertia	inertia	NOUN
spir-8408	14	8	.	.	PUNCT
spir-8408	15	1	even	even	ADV
spir-8408	15	2	if	if	SCONJ
spir-8408	15	3	we	we	PRON
spir-8408	15	4	want	want	VERB
spir-8408	15	5	to	to	PART
spir-8408	15	6	leave	leave	VERB
spir-8408	15	7	,	,	PUNCT
spir-8408	15	8	we	we	PRON
spir-8408	15	9	just	just	ADV
spir-8408	15	10	do	do	VERB
spir-8408	15	11	n’t	not	PART
spir-8408	15	12	.	.	PUNCT
spir-8408	16	1	(	(	PUNCT
spir-8408	16	2	research	research	NOUN
spir-8408	16	3	participant	participant	NOUN
spir-8408	16	4	notes	note	NOUN
spir-8408	16	5	,	,	PUNCT
spir-8408	16	6	22	22	NUM
spir-8408	16	7	august	august	PROPN
spir-8408	16	8	2012	2012	NUM
spir-8408	16	9	)	)	PUNCT
spir-8408	16	10	a	a	DET
spir-8408	16	11	growing	grow	VERB
spir-8408	16	12	body	body	NOUN
spir-8408	16	13	of	of	ADP
spir-8408	16	14	scholarship	scholarship	NOUN
spir-8408	16	15	contributes	contribute	VERB
spir-8408	16	16	to	to	ADP
spir-8408	16	17	how	how	SCONJ
spir-8408	16	18	we	we	PRON
spir-8408	16	19	conceptualize	conceptualize	VERB
spir-8408	16	20	our	our	PRON
spir-8408	16	21	relationships	relationship	NOUN
spir-8408	16	22	with	with	ADP
spir-8408	16	23	our	our	PRON
spir-8408	16	24	platforms	platform	NOUN
spir-8408	16	25	,	,	PUNCT
spir-8408	16	26	devices	device	NOUN
spir-8408	16	27	,	,	PUNCT
spir-8408	16	28	and	and	CCONJ
spir-8408	16	29	technologies	technology	NOUN
spir-8408	16	30	at	at	ADP
spir-8408	16	31	the	the	DET
spir-8408	16	32	conceptual	conceptual	ADJ
spir-8408	16	33	level	level	NOUN
spir-8408	16	34	.	.	PUNCT
spir-8408	17	1	deuze	deuze	PROPN
spir-8408	17	2	,	,	PUNCT
spir-8408	17	3	banks	bank	NOUN
spir-8408	17	4	,	,	PUNCT
spir-8408	17	5	&	&	CCONJ
spir-8408	17	6	spears	spear	NOUN
spir-8408	17	7	(	(	PUNCT
spir-8408	17	8	2012	2012	NUM
spir-8408	17	9	)	)	PUNCT
spir-8408	17	10	,	,	PUNCT
spir-8408	17	11	for	for	ADP
spir-8408	17	12	example	example	NOUN
spir-8408	17	13	,	,	PUNCT
spir-8408	17	14	talk	talk	VERB
spir-8408	17	15	about	about	ADP
spir-8408	17	16	the	the	DET
spir-8408	17	17	ways	way	NOUN
spir-8408	17	18	in	in	ADP
spir-8408	17	19	which	which	PRON
spir-8408	17	20	we	we	PRON
spir-8408	17	21	’re	’re	VERB
spir-8408	17	22	more	more	ADV
spir-8408	17	23	than	than	SCONJ
spir-8408	17	24	just	just	ADV
spir-8408	17	25	surrounded	surround	VERB
spir-8408	17	26	by	by	ADP
spir-8408	17	27	media	medium	NOUN
spir-8408	17	28	,	,	PUNCT
spir-8408	17	29	but	but	CCONJ
spir-8408	17	30	experiencing	experience	VERB
spir-8408	17	31	life	life	NOUN
spir-8408	17	32	in	in	ADP
spir-8408	17	33	media	medium	NOUN
spir-8408	17	34	.	.	PUNCT
spir-8408	18	1	this	this	PRON
spir-8408	18	2	aligns	align	VERB
spir-8408	18	3	with	with	ADP
spir-8408	18	4	and	and	CCONJ
spir-8408	18	5	in	in	ADP
spir-8408	18	6	many	many	ADJ
spir-8408	18	7	ways	way	NOUN
spir-8408	18	8	pushes	push	VERB
spir-8408	18	9	past	past	ADP
spir-8408	18	10	previous	previous	ADJ
spir-8408	18	11	scholars	scholar	NOUN
spir-8408	18	12	such	such	ADJ
spir-8408	18	13	as	as	ADP
spir-8408	18	14	gergen	gergen	NOUN
spir-8408	18	15	(	(	PUNCT
spir-8408	18	16	1991	1991	NUM
spir-8408	18	17	)	)	PUNCT
spir-8408	18	18	or	or	CCONJ
spir-8408	18	19	turkle	turkle	NOUN
spir-8408	18	20	(	(	PUNCT
spir-8408	18	21	1995	1995	NUM
spir-8408	18	22	,	,	PUNCT
spir-8408	18	23	2011	2011	NUM
spir-8408	18	24	)	)	PUNCT
spir-8408	18	25	,	,	PUNCT
spir-8408	18	26	who	who	PRON
spir-8408	18	27	have	have	AUX
spir-8408	18	28	long	long	ADV
spir-8408	18	29	contended	contend	VERB
spir-8408	18	30	that	that	SCONJ
spir-8408	18	31	the	the	DET
spir-8408	18	32	individual	individual	NOUN
spir-8408	18	33	(	(	PUNCT
spir-8408	18	34	and	and	CCONJ
spir-8408	18	35	our	our	PRON
spir-8408	18	36	understanding	understanding	NOUN
spir-8408	18	37	of	of	ADP
spir-8408	18	38	selected	select	VERB
spir-8408	18	39	papers	paper	NOUN
spir-8408	18	40	of	of	ADP
spir-8408	18	41	internet	internet	NOUN
spir-8408	18	42	research	research	NOUN
spir-8408	18	43	14.0	14.0	NUM
spir-8408	18	44	,	,	PUNCT
spir-8408	18	45	2013	2013	NUM
spir-8408	18	46	:	:	PUNCT
spir-8408	18	47	denver	denver	PROPN
spir-8408	18	48	,	,	PUNCT
spir-8408	18	49	usa	usa	PROPN
spir-8408	18	50	2	2	NUM
spir-8408	18	51	identity	identity	NOUN
spir-8408	18	52	)	)	PUNCT
spir-8408	18	53	is	be	AUX
spir-8408	18	54	impacted	impact	VERB
spir-8408	18	55	by	by	ADP
spir-8408	18	56	ever	ever	ADV
spir-8408	18	57	-	-	PUNCT
spir-8408	18	58	increasing	increase	VERB
spir-8408	18	59	connection	connection	NOUN
spir-8408	18	60	with	with	ADP
spir-8408	18	61	computers	computer	NOUN
spir-8408	18	62	,	,	PUNCT
spir-8408	18	63	technologies	technology	NOUN
spir-8408	18	64	,	,	PUNCT
spir-8408	18	65	and	and	CCONJ
spir-8408	18	66	information	information	NOUN
spir-8408	18	67	.	.	PUNCT
spir-8408	19	1	as	as	SCONJ
spir-8408	19	2	bolter	bolter	NOUN
spir-8408	19	3	(	(	PUNCT
spir-8408	19	4	2012	2012	NUM
spir-8408	19	5	)	)	PUNCT
spir-8408	19	6	notes	note	NOUN
spir-8408	19	7	,	,	PUNCT
spir-8408	19	8	we	we	PRON
spir-8408	19	9	interact	interact	VERB
spir-8408	19	10	not	not	PART
spir-8408	19	11	only	only	ADV
spir-8408	19	12	with	with	ADP
spir-8408	19	13	others	other	NOUN
spir-8408	19	14	but	but	CCONJ
spir-8408	19	15	also	also	ADV
spir-8408	19	16	“	"	PUNCT
spir-8408	19	17	with	with	ADP
spir-8408	19	18	the	the	DET
spir-8408	19	19	algorithm	algorithm	NOUN
spir-8408	19	20	,	,	PUNCT
spir-8408	19	21	the	the	DET
spir-8408	19	22	code	code	NOUN
spir-8408	19	23	that	that	PRON
spir-8408	19	24	lies	lie	VERB
spir-8408	19	25	beneath	beneath	ADP
spir-8408	19	26	the	the	DET
spir-8408	19	27	surface	surface	NOUN
spir-8408	19	28	of	of	ADP
spir-8408	19	29	the	the	DET
spir-8408	19	30	application	application	NOUN
spir-8408	19	31	”	"	PUNCT
spir-8408	19	32	(	(	PUNCT
spir-8408	19	33	p.	p.	NOUN
spir-8408	19	34	39	39	NUM
spir-8408	19	35	)	)	PUNCT
spir-8408	19	36	.	.	PUNCT
spir-8408	20	1	he	he	PRON
spir-8408	20	2	continues	continue	VERB
spir-8408	20	3	,	,	PUNCT
spir-8408	20	4	“	"	PUNCT
spir-8408	20	5	good	good	ADJ
spir-8408	20	6	digital	digital	ADJ
spir-8408	20	7	design	design	NOUN
spir-8408	20	8	today	today	NOUN
spir-8408	20	9	encourages	encourage	VERB
spir-8408	20	10	its	its	PRON
spir-8408	20	11	users	user	NOUN
spir-8408	20	12	to	to	PART
spir-8408	20	13	proceduralize	proceduralize	VERB
spir-8408	20	14	their	their	PRON
spir-8408	20	15	behavior	behavior	NOUN
spir-8408	20	16	in	in	ADP
spir-8408	20	17	order	order	NOUN
spir-8408	20	18	to	to	PART
spir-8408	20	19	enter	enter	VERB
spir-8408	20	20	into	into	ADP
spir-8408	20	21	the	the	DET
spir-8408	20	22	interactions	interaction	NOUN
spir-8408	20	23	,	,	PUNCT
spir-8408	20	24	and	and	CCONJ
spir-8408	20	25	a	a	DET
spir-8408	20	26	large	large	ADJ
spir-8408	20	27	portion	portion	NOUN
spir-8408	20	28	of	of	ADP
spir-8408	20	29	those	those	PRON
spir-8408	20	30	in	in	ADP
spir-8408	20	31	developed	develop	VERB
spir-8408	20	32	countries	country	NOUN
spir-8408	20	33	have	have	AUX
spir-8408	20	34	accepted	accept	VERB
spir-8408	20	35	this	this	PRON
spir-8408	20	36	as	as	ADP
spir-8408	20	37	the	the	DET
spir-8408	20	38	path	path	NOUN
spir-8408	20	39	to	to	PART
spir-8408	20	40	participation	participation	VERB
spir-8408	20	41	in	in	ADP
spir-8408	20	42	digital	digital	ADJ
spir-8408	20	43	media	medium	NOUN
spir-8408	20	44	culture	culture	NOUN
spir-8408	20	45	”	"	PUNCT
spir-8408	20	46	(	(	PUNCT
spir-8408	20	47	p.	p.	NOUN
spir-8408	20	48	45	45	NUM
spir-8408	20	49	)	)	PUNCT
spir-8408	20	50	.	.	PUNCT
spir-8408	21	1	these	these	DET
spir-8408	21	2	‘	'	PUNCT
spir-8408	21	3	event	event	NOUN
spir-8408	21	4	loops	loop	NOUN
spir-8408	21	5	’	'	PUNCT
spir-8408	21	6	are	be	AUX
spir-8408	21	7	designed	design	VERB
spir-8408	21	8	to	to	PART
spir-8408	21	9	appear	appear	VERB
spir-8408	21	10	seamless	seamless	ADV
spir-8408	21	11	,	,	PUNCT
spir-8408	21	12	as	as	ADP
spir-8408	21	13	an	an	DET
spir-8408	21	14	essential	essential	ADJ
spir-8408	21	15	part	part	NOUN
spir-8408	21	16	of	of	ADP
spir-8408	21	17	everyday	everyday	ADJ
spir-8408	21	18	sociality	sociality	NOUN
spir-8408	21	19	.	.	PUNCT
spir-8408	22	1	as	as	SCONJ
spir-8408	22	2	gillespie	gillespie	PROPN
spir-8408	22	3	(	(	PUNCT
spir-8408	22	4	2012	2012	NUM
spir-8408	22	5	)	)	PUNCT
spir-8408	22	6	notes	note	NOUN
spir-8408	22	7	,	,	PUNCT
spir-8408	22	8	these	these	DET
spir-8408	22	9	algorithms	algorithm	NOUN
spir-8408	22	10	provide	provide	VERB
spir-8408	22	11	a	a	DET
spir-8408	22	12	particular	particular	ADJ
spir-8408	22	13	sort	sort	NOUN
spir-8408	22	14	of	of	ADP
spir-8408	22	15	“	"	PUNCT
spir-8408	22	16	knowledge	knowledge	NOUN
spir-8408	22	17	logic	logic	NOUN
spir-8408	22	18	”	"	PUNCT
spir-8408	22	19	that	that	PRON
spir-8408	22	20	function	function	VERB
spir-8408	22	21	powerfully	powerfully	ADV
spir-8408	22	22	and	and	CCONJ
spir-8408	22	23	invisibly	invisibly	ADV
spir-8408	22	24	.	.	PUNCT
spir-8408	23	1	hayles	hayle	NOUN
spir-8408	23	2	contends	contend	VERB
spir-8408	23	3	that	that	SCONJ
spir-8408	23	4	we	we	PRON
spir-8408	23	5	need	need	VERB
spir-8408	23	6	to	to	PART
spir-8408	23	7	more	more	ADV
spir-8408	23	8	directly	directly	ADV
spir-8408	23	9	address	address	VERB
spir-8408	23	10	autonomous	autonomous	ADJ
spir-8408	23	11	algorithms	algorithm	NOUN
spir-8408	23	12	as	as	ADP
spir-8408	23	13	agents	agent	NOUN
spir-8408	23	14	,	,	PUNCT
spir-8408	23	15	citing	cite	VERB
spir-8408	23	16	her	her	PRON
spir-8408	23	17	recent	recent	ADJ
spir-8408	23	18	study	study	NOUN
spir-8408	23	19	of	of	ADP
spir-8408	23	20	the	the	DET
spir-8408	23	21	way	way	NOUN
spir-8408	23	22	rapid	rapid	ADJ
spir-8408	23	23	and	and	CCONJ
spir-8408	23	24	automated	automate	VERB
spir-8408	23	25	market	market	NOUN
spir-8408	23	26	trading	trading	NOUN
spir-8408	23	27	algorithms	algorithm	NOUN
spir-8408	23	28	can	can	AUX
spir-8408	23	29	cause	cause	VERB
spir-8408	23	30	mini	mini	NOUN
spir-8408	23	31	-	-	NOUN
spir-8408	23	32	crashes	crash	NOUN
spir-8408	23	33	in	in	ADP
spir-8408	23	34	the	the	DET
spir-8408	23	35	stock	stock	NOUN
spir-8408	23	36	market	market	NOUN
spir-8408	23	37	before	before	SCONJ
spir-8408	23	38	a	a	DET
spir-8408	23	39	human	human	NOUN
spir-8408	23	40	literally	literally	ADV
spir-8408	23	41	has	have	VERB
spir-8408	23	42	time	time	NOUN
spir-8408	23	43	to	to	PART
spir-8408	23	44	even	even	ADV
spir-8408	23	45	notice	notice	VERB
spir-8408	23	46	anything	anything	PRON
spir-8408	23	47	has	have	AUX
spir-8408	23	48	happened	happen	VERB
spir-8408	23	49	(	(	PUNCT
spir-8408	23	50	2012	2012	NUM
spir-8408	23	51	)	)	PUNCT
spir-8408	23	52	.	.	PUNCT
spir-8408	24	1	this	this	DET
spir-8408	24	2	paper	paper	NOUN
spir-8408	24	3	focuses	focus	VERB
spir-8408	24	4	on	on	ADP
spir-8408	24	5	these	these	DET
spir-8408	24	6	issues	issue	NOUN
spir-8408	24	7	at	at	ADP
spir-8408	24	8	the	the	DET
spir-8408	24	9	level	level	NOUN
spir-8408	24	10	of	of	ADP
spir-8408	24	11	everyday	everyday	ADJ
spir-8408	24	12	sensemaking	sensemaking	NOUN
spir-8408	24	13	.	.	PUNCT
spir-8408	25	1	in	in	ADP
spir-8408	25	2	what	what	DET
spir-8408	25	3	ways	way	NOUN
spir-8408	25	4	do	do	AUX
spir-8408	25	5	we	we	PRON
spir-8408	25	6	feel	feel	VERB
spir-8408	25	7	‘	'	PUNCT
spir-8408	25	8	grabbed	grab	VERB
spir-8408	25	9	?	?	PUNCT
spir-8408	25	10	’	'	PUNCT
spir-8408	26	1	how	how	SCONJ
spir-8408	26	2	do	do	AUX
spir-8408	26	3	people	people	NOUN
spir-8408	26	4	talk	talk	VERB
spir-8408	26	5	about	about	ADP
spir-8408	26	6	the	the	DET
spir-8408	26	7	meaning	meaning	NOUN
spir-8408	26	8	of	of	ADP
spir-8408	26	9	their	their	PRON
spir-8408	26	10	identity	identity	NOUN
spir-8408	26	11	as	as	SCONJ
spir-8408	26	12	bound	bind	VERB
spir-8408	26	13	up	up	ADP
spir-8408	26	14	with	with	ADP
spir-8408	26	15	everyday	everyday	ADJ
spir-8408	26	16	digital	digital	ADJ
spir-8408	26	17	platforms	platform	NOUN
spir-8408	26	18	for	for	ADP
spir-8408	26	19	interaction	interaction	NOUN
spir-8408	26	20	?	?	PUNCT
spir-8408	27	1	by	by	ADP
spir-8408	27	2	exploring	explore	VERB
spir-8408	27	3	the	the	DET
spir-8408	27	4	way	way	NOUN
spir-8408	27	5	people	people	NOUN
spir-8408	27	6	move	move	VERB
spir-8408	27	7	through	through	ADP
spir-8408	27	8	these	these	DET
spir-8408	27	9	information	information	NOUN
spir-8408	27	10	spaces	space	NOUN
spir-8408	27	11	and	and	CCONJ
spir-8408	27	12	flows	flow	NOUN
spir-8408	27	13	,	,	PUNCT
spir-8408	27	14	and	and	CCONJ
spir-8408	27	15	talking	talk	VERB
spir-8408	27	16	with	with	ADP
spir-8408	27	17	them	they	PRON
spir-8408	27	18	about	about	ADP
spir-8408	27	19	their	their	PRON
spir-8408	27	20	everyday	everyday	ADJ
spir-8408	27	21	activities	activity	NOUN
spir-8408	27	22	,	,	PUNCT
spir-8408	27	23	we	we	PRON
spir-8408	27	24	can	can	AUX
spir-8408	27	25	add	add	VERB
spir-8408	27	26	a	a	DET
spir-8408	27	27	rich	rich	ADJ
spir-8408	27	28	voice	voice	NOUN
spir-8408	27	29	to	to	ADP
spir-8408	27	30	our	our	PRON
spir-8408	27	31	conversations	conversation	NOUN
spir-8408	27	32	about	about	ADP
spir-8408	27	33	meaning	meaning	NOUN
spir-8408	27	34	,	,	PUNCT
spir-8408	27	35	identity	identity	NOUN
spir-8408	27	36	,	,	PUNCT
spir-8408	27	37	and	and	CCONJ
spir-8408	27	38	algorithms	algorithm	NOUN
spir-8408	27	39	.	.	PUNCT
spir-8408	28	1	i	i	PRON
spir-8408	28	2	resent	resent	VERB
spir-8408	28	3	it	it	PRON
spir-8408	28	4	because	because	SCONJ
spir-8408	28	5	i	i	PRON
spir-8408	28	6	feel	feel	VERB
spir-8408	28	7	trapped	trapped	ADJ
spir-8408	28	8	.	.	PUNCT
spir-8408	29	1	bad	bad	ADJ
spir-8408	29	2	enough	enough	ADV
spir-8408	29	3	that	that	SCONJ
spir-8408	29	4	we	we	PRON
spir-8408	29	5	’ve	’ve	AUX
spir-8408	29	6	become	become	VERB
spir-8408	29	7	so	so	ADV
spir-8408	29	8	accustomed	accustomed	ADJ
spir-8408	29	9	to	to	ADP
spir-8408	29	10	using	use	VERB
spir-8408	29	11	facebook	facebook	NOUN
spir-8408	29	12	for	for	ADP
spir-8408	29	13	personal	personal	ADJ
spir-8408	29	14	communication	communication	NOUN
spir-8408	29	15	among	among	ADP
spir-8408	29	16	our	our	PRON
spir-8408	29	17	networks	network	NOUN
spir-8408	29	18	of	of	ADP
spir-8408	29	19	friends	friend	NOUN
spir-8408	29	20	that	that	PRON
spir-8408	29	21	we	we	PRON
spir-8408	29	22	ca	can	AUX
spir-8408	29	23	n’t	not	PART
spir-8408	29	24	just	just	ADV
spir-8408	29	25	turn	turn	VERB
spir-8408	29	26	it	it	PRON
spir-8408	29	27	off	off	ADP
spir-8408	29	28	.	.	PUNCT
spir-8408	30	1	now	now	ADV
spir-8408	30	2	,	,	PUNCT
spir-8408	30	3	i	i	PRON
spir-8408	30	4	have	have	VERB
spir-8408	30	5	to	to	PART
spir-8408	30	6	adjust	adjust	VERB
spir-8408	30	7	to	to	ADP
spir-8408	30	8	the	the	DET
spir-8408	30	9	parameters	parameter	NOUN
spir-8408	30	10	yet	yet	ADV
spir-8408	30	11	again	again	ADV
spir-8408	30	12	,	,	PUNCT
spir-8408	30	13	forcing	force	VERB
spir-8408	30	14	my	my	PRON
spir-8408	30	15	expression	expression	NOUN
spir-8408	30	16	of	of	ADP
spir-8408	30	17	identity	identity	NOUN
spir-8408	30	18	into	into	ADP
spir-8408	30	19	a	a	DET
spir-8408	30	20	still	still	ADV
spir-8408	30	21	narrower	narrow	ADJ
spir-8408	30	22	box	box	NOUN
spir-8408	30	23	of	of	ADP
spir-8408	30	24	options	option	NOUN
spir-8408	30	25	.	.	PUNCT
spir-8408	31	1	this	this	DET
spir-8408	31	2	time	time	NOUN
spir-8408	31	3	,	,	PUNCT
spir-8408	31	4	my	my	PRON
spir-8408	31	5	timeline	timeline	NOUN
spir-8408	31	6	.	.	PUNCT
spir-8408	32	1	my	my	PRON
spir-8408	32	2	history	history	NOUN
spir-8408	32	3	.	.	PUNCT
spir-8408	33	1	the	the	DET
spir-8408	33	2	sad	sad	ADJ
spir-8408	33	3	,	,	PUNCT
spir-8408	33	4	pathetic	pathetic	ADJ
spir-8408	33	5	part	part	NOUN
spir-8408	33	6	of	of	ADP
spir-8408	33	7	this	this	DET
spir-8408	33	8	story	story	NOUN
spir-8408	33	9	is	be	AUX
spir-8408	33	10	that	that	SCONJ
spir-8408	33	11	when	when	SCONJ
spir-8408	33	12	i	i	PRON
spir-8408	33	13	saw	see	VERB
spir-8408	33	14	my	my	PRON
spir-8408	33	15	profile	profile	NOUN
spir-8408	33	16	in	in	ADP
spir-8408	33	17	a	a	DET
spir-8408	33	18	timeline	timeline	NOUN
spir-8408	33	19	today	today	NOUN
spir-8408	33	20	,	,	PUNCT
spir-8408	33	21	tears	tear	NOUN
spir-8408	33	22	came	come	VERB
spir-8408	33	23	,	,	PUNCT
spir-8408	33	24	unbidden	unbidden	ADJ
spir-8408	33	25	,	,	PUNCT
spir-8408	33	26	rolling	roll	VERB
spir-8408	33	27	down	down	ADP
spir-8408	33	28	my	my	PRON
spir-8408	33	29	face	face	NOUN
spir-8408	33	30	.	.	PUNCT
spir-8408	34	1	silly	silly	ADJ
spir-8408	34	2	to	to	PART
spir-8408	34	3	think	think	VERB
spir-8408	34	4	i	i	PRON
spir-8408	34	5	could	could	AUX
spir-8408	34	6	continue	continue	VERB
spir-8408	34	7	to	to	PART
spir-8408	34	8	avoid	avoid	VERB
spir-8408	34	9	timeline	timeline	NOUN
spir-8408	34	10	.	.	PUNCT
spir-8408	35	1	sillier	silly	ADJ
spir-8408	35	2	still	still	ADV
spir-8408	35	3	to	to	PART
spir-8408	35	4	realize	realize	VERB
spir-8408	35	5	how	how	SCONJ
spir-8408	35	6	much	much	ADJ
spir-8408	35	7	it	it	PRON
spir-8408	35	8	feels	feel	VERB
spir-8408	35	9	like	like	ADP
spir-8408	35	10	a	a	DET
spir-8408	35	11	small	small	ADJ
spir-8408	35	12	violation	violation	NOUN
spir-8408	35	13	of	of	ADP
spir-8408	35	14	my	my	PRON
spir-8408	35	15	independence	independence	NOUN
spir-8408	35	16	.	.	PUNCT
spir-8408	36	1	ironic	ironic	ADJ
spir-8408	36	2	,	,	PUNCT
spir-8408	36	3	when	when	SCONJ
spir-8408	36	4	i	i	PRON
spir-8408	36	5	know	know	VERB
spir-8408	36	6	i	i	PRON
spir-8408	36	7	participate	participate	VERB
spir-8408	36	8	willingly	willingly	ADV
spir-8408	36	9	in	in	ADP
spir-8408	36	10	facebook	facebook	NOUN
spir-8408	36	11	and	and	CCONJ
spir-8408	36	12	could	could	AUX
spir-8408	36	13	shut	shut	VERB
spir-8408	36	14	down	down	ADP
spir-8408	36	15	my	my	PRON
spir-8408	36	16	account	account	NOUN
spir-8408	36	17	at	at	ADP
spir-8408	36	18	any	any	DET
spir-8408	36	19	moment	moment	NOUN
spir-8408	36	20	.	.	PUNCT
spir-8408	37	1	it	it	PRON
spir-8408	37	2	’s	’	VERB
spir-8408	37	3	just	just	ADV
spir-8408	37	4	not	not	PART
spir-8408	37	5	that	that	ADV
spir-8408	37	6	simple	simple	ADJ
spir-8408	37	7	.	.	PUNCT
spir-8408	38	1	(	(	PUNCT
spir-8408	38	2	research	research	NOUN
spir-8408	38	3	participant	participant	NOUN
spir-8408	38	4	notes	note	NOUN
spir-8408	38	5	,	,	PUNCT
spir-8408	38	6	22	22	NUM
spir-8408	38	7	august	august	PROPN
spir-8408	38	8	2012	2012	NUM
spir-8408	38	9	)	)	PUNCT
spir-8408	38	10	methodology	methodology	NOUN
spir-8408	38	11	this	this	DET
spir-8408	38	12	paper	paper	NOUN
spir-8408	38	13	takes	take	VERB
spir-8408	38	14	a	a	DET
spir-8408	38	15	symbolic	symbolic	ADJ
spir-8408	38	16	interactionist	interactionist	ADJ
spir-8408	38	17	approach	approach	NOUN
spir-8408	38	18	to	to	PART
spir-8408	38	19	explore	explore	VERB
spir-8408	38	20	how	how	SCONJ
spir-8408	38	21	people	people	NOUN
spir-8408	38	22	make	make	VERB
spir-8408	38	23	sense	sense	NOUN
spir-8408	38	24	of	of	ADP
spir-8408	38	25	their	their	PRON
spir-8408	38	26	relationships	relationship	NOUN
spir-8408	38	27	with	with	ADP
spir-8408	38	28	their	their	PRON
spir-8408	38	29	own	own	ADJ
spir-8408	38	30	information	information	NOUN
spir-8408	38	31	and	and	CCONJ
spir-8408	38	32	the	the	DET
spir-8408	38	33	technologies	technology	NOUN
spir-8408	38	34	that	that	PRON
spir-8408	38	35	mediate	mediate	VERB
spir-8408	38	36	their	their	PRON
spir-8408	38	37	everyday	everyday	ADJ
spir-8408	38	38	activities	activity	NOUN
spir-8408	38	39	.	.	PUNCT
spir-8408	39	1	to	to	PART
spir-8408	39	2	get	get	VERB
spir-8408	39	3	at	at	ADP
spir-8408	39	4	this	this	DET
spir-8408	39	5	sort	sort	NOUN
spir-8408	39	6	of	of	ADP
spir-8408	39	7	information	information	NOUN
spir-8408	39	8	,	,	PUNCT
spir-8408	39	9	i	i	PRON
spir-8408	39	10	borrow	borrow	VERB
spir-8408	39	11	markham	markham	PROPN
spir-8408	39	12	’s	’s	PART
spir-8408	39	13	(	(	PUNCT
spir-8408	39	14	1998	1998	NUM
spir-8408	39	15	)	)	PUNCT
spir-8408	39	16	techniques	technique	NOUN
spir-8408	39	17	for	for	ADP
spir-8408	39	18	participant	participant	ADJ
spir-8408	39	19	observation	observation	NOUN
spir-8408	39	20	and	and	CCONJ
spir-8408	39	21	in	in	ADP
spir-8408	39	22	-	-	PUNCT
spir-8408	39	23	depth	depth	NOUN
spir-8408	39	24	ethnographic	ethnographic	NOUN
spir-8408	39	25	interviewing	interviewing	NOUN
spir-8408	39	26	;	;	PUNCT
spir-8408	39	27	latour	latour	PROPN
spir-8408	39	28	’s	’s	PART
spir-8408	39	29	(	(	PUNCT
spir-8408	39	30	2005	2005	NUM
spir-8408	39	31	)	)	PUNCT
spir-8408	39	32	actor	actor	NOUN
spir-8408	39	33	network	network	NOUN
spir-8408	39	34	theory	theory	NOUN
spir-8408	39	35	concepts	concept	NOUN
spir-8408	39	36	for	for	ADP
spir-8408	39	37	following	follow	VERB
spir-8408	39	38	the	the	DET
spir-8408	39	39	data	datum	NOUN
spir-8408	39	40	wherever	wherever	SCONJ
spir-8408	39	41	it	it	PRON
spir-8408	39	42	might	might	AUX
spir-8408	39	43	go	go	VERB
spir-8408	39	44	and	and	CCONJ
spir-8408	39	45	for	for	ADP
spir-8408	39	46	considering	consider	VERB
spir-8408	39	47	the	the	DET
spir-8408	39	48	agency	agency	NOUN
spir-8408	39	49	of	of	ADP
spir-8408	39	50	non	non	ADJ
spir-8408	39	51	-	-	ADJ
spir-8408	39	52	human	human	ADJ
spir-8408	39	53	agents	agent	NOUN
spir-8408	39	54	;	;	PUNCT
spir-8408	39	55	and	and	CCONJ
spir-8408	39	56	markham	markham	PROPN
spir-8408	39	57	’s	’s	PART
spir-8408	39	58	lens	lens	NOUN
spir-8408	39	59	of	of	ADP
spir-8408	39	60	remix	remix	NOUN
spir-8408	39	61	(	(	PUNCT
spir-8408	39	62	2013	2013	NUM
spir-8408	39	63	)	)	PUNCT
spir-8408	39	64	as	as	ADP
spir-8408	39	65	a	a	DET
spir-8408	39	66	way	way	NOUN
spir-8408	39	67	to	to	PART
spir-8408	39	68	grapple	grapple	VERB
spir-8408	39	69	with	with	ADP
spir-8408	39	70	the	the	DET
spir-8408	39	71	complexity	complexity	NOUN
spir-8408	39	72	of	of	ADP
spir-8408	39	73	data	datum	NOUN
spir-8408	39	74	emerging	emerge	VERB
spir-8408	39	75	from	from	ADP
spir-8408	39	76	the	the	DET
spir-8408	39	77	interviews	interview	NOUN
spir-8408	39	78	and	and	CCONJ
spir-8408	39	79	observations	observation	NOUN
spir-8408	39	80	.	.	PUNCT
spir-8408	40	1	in	in	ADP
spir-8408	40	2	addition	addition	NOUN
spir-8408	40	3	to	to	ADP
spir-8408	40	4	intensive	intensive	ADJ
spir-8408	40	5	engagement	engagement	NOUN
spir-8408	40	6	with	with	ADP
spir-8408	40	7	individuals	individual	NOUN
spir-8408	40	8	who	who	PRON
spir-8408	40	9	describe	describe	VERB
spir-8408	40	10	themselves	themselves	PRON
spir-8408	40	11	as	as	ADV
spir-8408	40	12	heavily	heavily	ADV
spir-8408	40	13	saturated	saturate	VERB
spir-8408	40	14	in	in	ADP
spir-8408	40	15	social	social	ADJ
spir-8408	40	16	media	medium	NOUN
spir-8408	40	17	,	,	PUNCT
spir-8408	40	18	this	this	DET
spir-8408	40	19	project	project	NOUN
spir-8408	40	20	includes	include	VERB
spir-8408	40	21	auto	auto	NOUN
spir-8408	40	22	-	-	PUNCT
spir-8408	40	23	phenomonological	phenomonological	ADJ
spir-8408	40	24	or	or	CCONJ
spir-8408	40	25	-ethnographic	-ethnographic	ADJ
spir-8408	40	26	data	datum	NOUN
spir-8408	40	27	as	as	ADP
spir-8408	40	28	a	a	DET
spir-8408	40	29	close	close	ADJ
spir-8408	40	30	read	read	NOUN
spir-8408	40	31	of	of	ADP
spir-8408	40	32	multiple	multiple	ADJ
spir-8408	40	33	agencies	agency	NOUN
spir-8408	40	34	at	at	ADP
spir-8408	40	35	play	play	NOUN
spir-8408	40	36	in	in	ADP
spir-8408	40	37	everyday	everyday	ADJ
spir-8408	40	38	interactions	interaction	NOUN
spir-8408	40	39	with	with	ADP
spir-8408	40	40	and	and	CCONJ
spir-8408	40	41	in	in	ADP
spir-8408	40	42	digital	digital	ADJ
spir-8408	40	43	media	medium	NOUN
spir-8408	40	44	.	.	PUNCT
spir-8408	41	1	discussion	discussion	NOUN
spir-8408	41	2	as	as	SCONJ
spir-8408	41	3	if	if	SCONJ
spir-8408	41	4	my	my	PRON
spir-8408	41	5	history	history	NOUN
spir-8408	41	6	could	could	AUX
spir-8408	41	7	be	be	AUX
spir-8408	41	8	so	so	ADV
spir-8408	41	9	encapsulated	encapsulate	VERB
spir-8408	41	10	by	by	ADP
spir-8408	41	11	time	time	NOUN
spir-8408	41	12	,	,	PUNCT
spir-8408	41	13	linear	linear	ADJ
spir-8408	41	14	at	at	ADP
spir-8408	41	15	that	that	PRON
spir-8408	41	16	.	.	PUNCT
spir-8408	42	1	i	i	PRON
spir-8408	42	2	feel	feel	VERB
spir-8408	42	3	betrayed	betray	VERB
spir-8408	42	4	by	by	ADP
spir-8408	42	5	the	the	DET
spir-8408	42	6	interface	interface	NOUN
spir-8408	42	7	.	.	PUNCT
spir-8408	43	1	betrayed	betray	VERB
spir-8408	43	2	by	by	ADP
spir-8408	43	3	an	an	DET
spir-8408	43	4	interface	interface	NOUN
spir-8408	43	5	that	that	PRON
spir-8408	43	6	appears	appear	VERB
spir-8408	43	7	to	to	PART
spir-8408	43	8	give	give	VERB
spir-8408	43	9	so	so	ADV
spir-8408	43	10	many	many	ADJ
spir-8408	43	11	choices	choice	NOUN
spir-8408	43	12	on	on	ADP
spir-8408	43	13	the	the	DET
spir-8408	43	14	surface	surface	NOUN
spir-8408	43	15	,	,	PUNCT
spir-8408	43	16	while	while	SCONJ
spir-8408	43	17	limiting	limit	VERB
spir-8408	43	18	almost	almost	ADV
spir-8408	43	19	every	every	PRON
spir-8408	43	20	bit	bit	NOUN
spir-8408	43	21	of	of	ADP
spir-8408	43	22	our	our	PRON
spir-8408	43	23	creative	creative	ADJ
spir-8408	43	24	endeavor	endeavor	NOUN
spir-8408	43	25	to	to	ADP
spir-8408	43	26	the	the	DET
spir-8408	43	27	pre	pre	ADJ
spir-8408	43	28	-	-	VERB
spir-8408	43	29	defined	define	VERB
spir-8408	43	30	and	and	CCONJ
spir-8408	43	31	pre	pre	ADJ
spir-8408	43	32	-	-	ADJ
spir-8408	43	33	packaged	package	VERB
spir-8408	43	34	boxes	box	NOUN
spir-8408	43	35	and	and	CCONJ
spir-8408	43	36	categories	category	NOUN
spir-8408	43	37	within	within	ADP
spir-8408	43	38	which	which	PRON
spir-8408	43	39	we	we	PRON
spir-8408	43	40	’re	’re	AUX
spir-8408	43	41	supposed	suppose	VERB
spir-8408	43	42	to	to	PART
spir-8408	43	43	find	find	VERB
spir-8408	43	44	a	a	DET
spir-8408	43	45	place	place	NOUN
spir-8408	43	46	.	.	PUNCT
spir-8408	44	1	it	it	PRON
spir-8408	44	2	hurts	hurt	VERB
spir-8408	44	3	us	we	PRON
spir-8408	44	4	all	all	PRON
spir-8408	44	5	,	,	PUNCT
spir-8408	44	6	in	in	ADP
spir-8408	44	7	different	different	ADJ
spir-8408	44	8	,	,	PUNCT
spir-8408	44	9	small	small	ADJ
spir-8408	44	10	ways	way	NOUN
spir-8408	44	11	.	.	PUNCT
spir-8408	45	1	sure	sure	ADJ
spir-8408	45	2	,	,	PUNCT
spir-8408	45	3	i	i	PRON
spir-8408	45	4	feel	feel	VERB
spir-8408	45	5	fine	fine	ADJ
spir-8408	45	6	clicking	click	VERB
spir-8408	45	7	the	the	DET
spir-8408	45	8	‘	'	PUNCT
spir-8408	45	9	female	female	ADJ
spir-8408	45	10	’	'	PUNCT
spir-8408	45	11	category	category	NOUN
spir-8408	45	12	,	,	PUNCT
spir-8408	45	13	but	but	CCONJ
spir-8408	45	14	i	i	PRON
spir-8408	45	15	know	know	VERB
spir-8408	45	16	at	at	ADV
spir-8408	45	17	least	least	ADV
spir-8408	45	18	two	two	NUM
spir-8408	45	19	-	-	PUNCT
spir-8408	45	20	dozen	dozen	NOUN
spir-8408	45	21	friends	friend	NOUN
spir-8408	45	22	who	who	PRON
spir-8408	45	23	would	would	AUX
spir-8408	45	24	n’t	not	PART
spir-8408	45	25	be	be	AUX
spir-8408	45	26	able	able	ADJ
spir-8408	45	27	to	to	PART
spir-8408	45	28	choose	choose	VERB
spir-8408	45	29	a	a	DET
spir-8408	45	30	box	box	NOUN
spir-8408	45	31	.	.	PUNCT
spir-8408	46	1	i	i	PRON
spir-8408	46	2	’m	’m	VERB
spir-8408	46	3	supposed	suppose	VERB
spir-8408	46	4	to	to	PART
spir-8408	46	5	declare	declare	VERB
spir-8408	46	6	a	a	DET
spir-8408	46	7	‘	'	PUNCT
spir-8408	46	8	hometown	hometown	NOUN
spir-8408	46	9	’	'	PUNCT
spir-8408	46	10	but	but	CCONJ
spir-8408	46	11	i	i	PRON
spir-8408	46	12	’ve	’ve	AUX
spir-8408	46	13	not	not	PART
spir-8408	46	14	had	have	VERB
spir-8408	46	15	one	one	NUM
spir-8408	46	16	for	for	ADP
spir-8408	46	17	more	more	ADJ
spir-8408	46	18	than	than	ADP
spir-8408	46	19	20	20	NUM
spir-8408	46	20	years	year	NOUN
spir-8408	46	21	,	,	PUNCT
spir-8408	46	22	so	so	SCONJ
spir-8408	46	23	that	that	PRON
spir-8408	46	24	’s	’	VERB
spir-8408	46	25	not	not	PART
spir-8408	46	26	useful	useful	ADJ
spir-8408	46	27	at	at	ADV
spir-8408	46	28	all	all	ADV
spir-8408	46	29	.	.	PUNCT
spir-8408	47	1	i	i	PRON
spir-8408	47	2	now	now	ADV
spir-8408	47	3	have	have	VERB
spir-8408	47	4	to	to	PART
spir-8408	47	5	mark	mark	VERB
spir-8408	47	6	places	place	NOUN
spir-8408	47	7	on	on	ADP
spir-8408	47	8	a	a	DET
spir-8408	47	9	map	map	NOUN
spir-8408	47	10	,	,	PUNCT
spir-8408	47	11	or	or	CCONJ
spir-8408	47	12	accept	accept	VERB
spir-8408	47	13	the	the	DET
spir-8408	47	14	default	default	NOUN
spir-8408	47	15	map	map	NOUN
spir-8408	47	16	selected	select	VERB
spir-8408	47	17	papers	paper	NOUN
spir-8408	47	18	of	of	ADP
spir-8408	47	19	internet	internet	NOUN
spir-8408	47	20	research	research	NOUN
spir-8408	47	21	14.0	14.0	NUM
spir-8408	47	22	,	,	PUNCT
spir-8408	47	23	2013	2013	NUM
spir-8408	47	24	:	:	PUNCT
spir-8408	47	25	denver	denver	PROPN
spir-8408	47	26	,	,	PUNCT
spir-8408	47	27	usa	usa	PROPN
spir-8408	47	28	3	3	NUM
spir-8408	47	29	that	that	PRON
spir-8408	47	30	appeared	appear	VERB
spir-8408	47	31	on	on	ADP
spir-8408	47	32	my	my	PRON
spir-8408	47	33	profile	profile	NOUN
spir-8408	47	34	just	just	ADV
spir-8408	47	35	this	this	DET
spir-8408	47	36	afternoon	afternoon	NOUN
spir-8408	47	37	.	.	PUNCT
spir-8408	48	1	i	i	PRON
spir-8408	48	2	have	have	VERB
spir-8408	48	3	to	to	PART
spir-8408	48	4	work	work	VERB
spir-8408	48	5	to	to	PART
spir-8408	48	6	figure	figure	VERB
spir-8408	48	7	out	out	ADP
spir-8408	48	8	how	how	SCONJ
spir-8408	48	9	to	to	PART
spir-8408	48	10	shut	shut	VERB
spir-8408	48	11	down	down	ADP
spir-8408	48	12	options	option	NOUN
spir-8408	48	13	.	.	PUNCT
spir-8408	49	1	modify	modify	VERB
spir-8408	49	2	the	the	DET
spir-8408	49	3	interface	interface	NOUN
spir-8408	49	4	to	to	PART
spir-8408	49	5	make	make	VERB
spir-8408	49	6	sure	sure	ADJ
spir-8408	49	7	it	it	PRON
spir-8408	49	8	’s	’s	AUX
spir-8408	49	9	not	not	PART
spir-8408	49	10	doing	do	VERB
spir-8408	49	11	something	something	PRON
spir-8408	49	12	else	else	ADV
spir-8408	49	13	invisible	invisible	ADJ
spir-8408	49	14	to	to	ADP
spir-8408	49	15	me	i	PRON
spir-8408	49	16	.	.	PUNCT
spir-8408	50	1	the	the	DET
spir-8408	50	2	idea	idea	NOUN
spir-8408	50	3	of	of	ADP
spir-8408	50	4	being	be	AUX
spir-8408	50	5	locked	lock	VERB
spir-8408	50	6	into	into	ADP
spir-8408	50	7	a	a	DET
spir-8408	50	8	history	history	NOUN
spir-8408	50	9	that	that	PRON
spir-8408	50	10	facebook	facebook	NOUN
spir-8408	50	11	creates	create	VERB
spir-8408	50	12	?	?	PUNCT
spir-8408	51	1	what	what	PRON
spir-8408	51	2	if	if	SCONJ
spir-8408	51	3	i	i	PRON
spir-8408	51	4	do	do	AUX
spir-8408	51	5	n’t	not	PART
spir-8408	51	6	want	want	VERB
spir-8408	51	7	to	to	PART
spir-8408	51	8	be	be	AUX
spir-8408	51	9	defined	define	VERB
spir-8408	51	10	by	by	ADP
spir-8408	51	11	time	time	NOUN
spir-8408	51	12	or	or	CCONJ
spir-8408	51	13	any	any	DET
spir-8408	51	14	other	other	ADJ
spir-8408	51	15	moment	moment	NOUN
spir-8408	51	16	that	that	PRON
spir-8408	51	17	facebook	facebook	PROPN
spir-8408	51	18	has	have	AUX
spir-8408	51	19	determined	determine	VERB
spir-8408	51	20	is	be	AUX
spir-8408	51	21	“	"	PUNCT
spir-8408	51	22	relevant	relevant	ADJ
spir-8408	51	23	”	"	PUNCT
spir-8408	51	24	in	in	ADP
spir-8408	51	25	my	my	PRON
spir-8408	51	26	life	life	NOUN
spir-8408	51	27	?	?	PUNCT
spir-8408	52	1	why	why	SCONJ
spir-8408	52	2	am	be	AUX
spir-8408	52	3	i	i	PRON
spir-8408	52	4	still	still	ADV
spir-8408	52	5	crying	cry	VERB
spir-8408	52	6	?	?	PUNCT
spir-8408	53	1	i	i	PRON
spir-8408	53	2	mean	mean	VERB
spir-8408	53	3	,	,	PUNCT
spir-8408	53	4	seriously	seriously	ADV
spir-8408	53	5	,	,	PUNCT
spir-8408	53	6	why	why	SCONJ
spir-8408	53	7	does	do	AUX
spir-8408	53	8	this	this	PRON
spir-8408	53	9	affect	affect	VERB
spir-8408	53	10	me	i	PRON
spir-8408	53	11	so	so	ADV
spir-8408	53	12	much	much	ADV
spir-8408	53	13	?	?	PUNCT
spir-8408	54	1	why	why	SCONJ
spir-8408	54	2	would	would	AUX
spir-8408	54	3	i	i	PRON
spir-8408	54	4	care	care	VERB
spir-8408	54	5	so	so	ADV
spir-8408	54	6	much	much	ADV
spir-8408	54	7	about	about	ADP
spir-8408	54	8	facebook	facebook	PROPN
spir-8408	54	9	?	?	PUNCT
spir-8408	55	1	(	(	PUNCT
spir-8408	55	2	research	research	NOUN
spir-8408	55	3	participant	participant	NOUN
spir-8408	55	4	notes	note	NOUN
spir-8408	55	5	,	,	PUNCT
spir-8408	55	6	22	22	NUM
spir-8408	55	7	august	august	PROPN
spir-8408	55	8	2012	2012	NUM
spir-8408	55	9	)	)	PUNCT
spir-8408	55	10	we	we	PRON
spir-8408	55	11	live	live	VERB
spir-8408	55	12	increasingly	increasingly	ADV
spir-8408	55	13	public	public	ADJ
spir-8408	55	14	lives	life	NOUN
spir-8408	55	15	.	.	PUNCT
spir-8408	56	1	we	we	PRON
spir-8408	56	2	spend	spend	VERB
spir-8408	56	3	a	a	DET
spir-8408	56	4	lot	lot	NOUN
spir-8408	56	5	of	of	ADP
spir-8408	56	6	time	time	NOUN
spir-8408	56	7	managing	manage	VERB
spir-8408	56	8	our	our	PRON
spir-8408	56	9	identities	identity	NOUN
spir-8408	56	10	in	in	ADP
spir-8408	56	11	ways	way	NOUN
spir-8408	56	12	we	we	PRON
spir-8408	56	13	never	never	ADV
spir-8408	56	14	did	do	VERB
spir-8408	56	15	before	before	SCONJ
spir-8408	56	16	the	the	DET
spir-8408	56	17	internet	internet	NOUN
spir-8408	56	18	made	make	VERB
spir-8408	56	19	our	our	PRON
spir-8408	56	20	every	every	DET
spir-8408	56	21	move	move	NOUN
spir-8408	56	22	potentially	potentially	ADV
spir-8408	56	23	public	public	ADJ
spir-8408	56	24	.	.	PUNCT
spir-8408	57	1	we	we	PRON
spir-8408	57	2	also	also	ADV
spir-8408	57	3	experience	experience	VERB
spir-8408	57	4	the	the	DET
spir-8408	57	5	world	world	NOUN
spir-8408	57	6	as	as	SCONJ
spir-8408	57	7	it	it	PRON
spir-8408	57	8	is	be	AUX
spir-8408	57	9	mediated	mediate	VERB
spir-8408	57	10	by	by	ADP
spir-8408	57	11	algorithms	algorithm	NOUN
spir-8408	57	12	functioning	function	VERB
spir-8408	57	13	as	as	ADP
spir-8408	57	14	“	"	PUNCT
spir-8408	57	15	deep	deep	ADJ
spir-8408	57	16	structures	structure	NOUN
spir-8408	57	17	”	"	PUNCT
spir-8408	57	18	(	(	PUNCT
spir-8408	57	19	deetz	deetz	NOUN
spir-8408	57	20	,	,	PUNCT
spir-8408	57	21	1992	1992	NUM
spir-8408	57	22	;	;	PUNCT
spir-8408	57	23	mumby	mumby	NOUN
spir-8408	57	24	,	,	PUNCT
spir-8408	57	25	1998	1998	NUM
spir-8408	57	26	)	)	PUNCT
spir-8408	57	27	.	.	PUNCT
spir-8408	58	1	this	this	DET
spir-8408	58	2	study	study	NOUN
spir-8408	58	3	focuses	focus	VERB
spir-8408	58	4	on	on	ADP
spir-8408	58	5	the	the	DET
spir-8408	58	6	everyday	everyday	ADJ
spir-8408	58	7	experience	experience	NOUN
spir-8408	58	8	of	of	ADP
spir-8408	58	9	people	people	NOUN
spir-8408	58	10	who	who	PRON
spir-8408	58	11	would	would	AUX
spir-8408	58	12	consider	consider	VERB
spir-8408	58	13	themselves	themselves	PRON
spir-8408	58	14	to	to	PART
spir-8408	58	15	be	be	AUX
spir-8408	58	16	a	a	DET
spir-8408	58	17	technologically	technologically	ADV
spir-8408	58	18	“	"	PUNCT
spir-8408	58	19	saturated	saturate	VERB
spir-8408	58	20	self	self	NOUN
spir-8408	58	21	,	,	PUNCT
spir-8408	58	22	”	"	PUNCT
spir-8408	58	23	in	in	ADP
spir-8408	58	24	the	the	DET
spir-8408	58	25	sense	sense	NOUN
spir-8408	58	26	that	that	SCONJ
spir-8408	58	27	gergen	gergen	ADV
spir-8408	58	28	(	(	PUNCT
spir-8408	58	29	1991	1991	NUM
spir-8408	58	30	)	)	PUNCT
spir-8408	58	31	articulates	articulate	VERB
spir-8408	58	32	.	.	PUNCT
spir-8408	59	1	this	this	DET
spir-8408	59	2	particular	particular	ADJ
spir-8408	59	3	paper	paper	NOUN
spir-8408	59	4	will	will	AUX
spir-8408	59	5	present	present	VERB
spir-8408	59	6	a	a	DET
spir-8408	59	7	pastiche	pastiche	NOUN
spir-8408	59	8	of	of	ADP
spir-8408	59	9	narrative	narrative	NOUN
spir-8408	59	10	accounts	account	NOUN
spir-8408	59	11	that	that	PRON
spir-8408	59	12	take	take	VERB
spir-8408	59	13	a	a	DET
spir-8408	59	14	very	very	ADV
spir-8408	59	15	close	close	ADJ
spir-8408	59	16	look	look	NOUN
spir-8408	59	17	at	at	ADP
spir-8408	59	18	some	some	PRON
spir-8408	59	19	of	of	ADP
spir-8408	59	20	the	the	DET
spir-8408	59	21	ways	way	NOUN
spir-8408	59	22	people	people	NOUN
spir-8408	59	23	are	be	AUX
spir-8408	59	24	making	make	VERB
spir-8408	59	25	sense	sense	NOUN
spir-8408	59	26	of	of	ADP
spir-8408	59	27	their	their	PRON
spir-8408	59	28	relationships	relationship	NOUN
spir-8408	59	29	with	with	ADP
spir-8408	59	30	their	their	PRON
spir-8408	59	31	platforms	platform	NOUN
spir-8408	59	32	,	,	PUNCT
spir-8408	59	33	technologies	technology	NOUN
spir-8408	59	34	,	,	PUNCT
spir-8408	59	35	and	and	CCONJ
spir-8408	59	36	devices	device	NOUN
spir-8408	59	37	.	.	PUNCT
spir-8408	60	1	truth	truth	NOUN
spir-8408	60	2	be	be	AUX
spir-8408	60	3	told	tell	VERB
spir-8408	60	4	,	,	PUNCT
spir-8408	60	5	google	google	PROPN
spir-8408	60	6	owns	own	VERB
spir-8408	60	7	me	i	PRON
spir-8408	60	8	much	much	ADV
spir-8408	60	9	more	more	ADJ
spir-8408	60	10	than	than	SCONJ
spir-8408	60	11	facebook	facebook	PROPN
spir-8408	60	12	ever	ever	ADV
spir-8408	60	13	could	could	AUX
spir-8408	60	14	.	.	PUNCT
spir-8408	61	1	google	google	PROPN
spir-8408	61	2	plus	plus	CCONJ
spir-8408	61	3	uploaded	upload	VERB
spir-8408	61	4	all	all	DET
spir-8408	61	5	my	my	PRON
spir-8408	61	6	photos	photo	NOUN
spir-8408	61	7	from	from	ADP
spir-8408	61	8	my	my	PRON
spir-8408	61	9	computer	computer	NOUN
spir-8408	61	10	and	and	CCONJ
spir-8408	61	11	phone	phone	NOUN
spir-8408	61	12	for	for	ADP
spir-8408	61	13	sharing	sharing	NOUN
spir-8408	61	14	before	before	SCONJ
spir-8408	61	15	i	i	PRON
spir-8408	61	16	could	could	AUX
spir-8408	61	17	figure	figure	VERB
spir-8408	61	18	out	out	ADP
spir-8408	61	19	how	how	SCONJ
spir-8408	61	20	to	to	PART
spir-8408	61	21	‘	'	PUNCT
spir-8408	61	22	opt	opt	VERB
spir-8408	61	23	out	out	ADP
spir-8408	61	24	.	.	PUNCT
spir-8408	61	25	’	'	PUNCT
spir-8408	62	1	at	at	ADP
spir-8408	62	2	least	least	ADJ
spir-8408	62	3	i	i	PRON
spir-8408	62	4	expect	expect	VERB
spir-8408	62	5	it	it	PRON
spir-8408	62	6	from	from	ADP
spir-8408	62	7	facebook	facebook	PROPN
spir-8408	62	8	.	.	PUNCT
spir-8408	63	1	but	but	CCONJ
spir-8408	63	2	google	google	PROPN
spir-8408	63	3	?	?	PUNCT
spir-8408	64	1	it	it	PRON
spir-8408	64	2	seemed	seem	VERB
spir-8408	64	3	so	so	ADV
spir-8408	64	4	benign	benign	ADJ
spir-8408	64	5	.	.	PUNCT
spir-8408	65	1	(	(	PUNCT
spir-8408	65	2	research	research	NOUN
spir-8408	65	3	participant	participant	NOUN
spir-8408	65	4	notes	note	NOUN
spir-8408	65	5	,	,	PUNCT
spir-8408	65	6	24	24	NUM
spir-8408	65	7	august	august	PROPN
spir-8408	65	8	2012	2012	NUM
spir-8408	65	9	)	)	PUNCT
spir-8408	65	10	references	reference	NOUN
spir-8408	65	11	bolter	bolter	NOUN
spir-8408	65	12	,	,	PUNCT
spir-8408	65	13	j.	j.	PROPN
spir-8408	65	14	d.	d.	PROPN
spir-8408	65	15	(	(	PUNCT
spir-8408	65	16	2012	2012	NUM
spir-8408	65	17	)	)	PUNCT
spir-8408	65	18	.	.	PUNCT
spir-8408	66	1	procedure	procedure	NOUN
spir-8408	66	2	and	and	CCONJ
spir-8408	66	3	performance	performance	NOUN
spir-8408	66	4	in	in	ADP
spir-8408	66	5	an	an	DET
spir-8408	66	6	era	era	NOUN
spir-8408	66	7	of	of	ADP
spir-8408	66	8	digital	digital	ADJ
spir-8408	66	9	media	medium	NOUN
spir-8408	66	10	.	.	PUNCT
spir-8408	67	1	in	in	ADP
spir-8408	67	2	lind	lind	PROPN
spir-8408	67	3	,	,	PUNCT
spir-8408	67	4	r.	r.	PROPN
spir-8408	67	5	(	(	PUNCT
spir-8408	67	6	ed	ed	NOUN
spir-8408	67	7	.	.	PUNCT
spir-8408	67	8	)	)	PUNCT
spir-8408	67	9	.	.	PUNCT
spir-8408	68	1	produsing	produse	VERB
spir-8408	68	2	theory	theory	NOUN
spir-8408	68	3	in	in	ADP
spir-8408	68	4	a	a	DET
spir-8408	68	5	digital	digital	ADJ
spir-8408	68	6	world	world	NOUN
spir-8408	68	7	:	:	PUNCT
spir-8408	68	8	the	the	DET
spir-8408	68	9	intersection	intersection	NOUN
spir-8408	68	10	of	of	ADP
spir-8408	68	11	audiences	audience	NOUN
spir-8408	68	12	and	and	CCONJ
spir-8408	68	13	production	production	NOUN
spir-8408	68	14	in	in	ADP
spir-8408	68	15	contemporary	contemporary	ADJ
spir-8408	68	16	theory	theory	NOUN
spir-8408	68	17	(	(	PUNCT
spir-8408	68	18	pp	pp	PROPN
spir-8408	68	19	.	.	PUNCT
spir-8408	69	1	33	33	NUM
spir-8408	69	2	-	-	SYM
spir-8408	69	3	50	50	NUM
spir-8408	69	4	)	)	PUNCT
spir-8408	69	5	.	.	PUNCT
spir-8408	70	1	new	new	PROPN
spir-8408	70	2	york	york	PROPN
spir-8408	70	3	:	:	PUNCT
spir-8408	70	4	peter	peter	PROPN
spir-8408	70	5	lang	lang	PROPN
spir-8408	70	6	.	.	PROPN
spir-8408	71	1	deetz	deetz	PROPN
spir-8408	71	2	,	,	PUNCT
spir-8408	71	3	s.	s.	PROPN
spir-8408	71	4	(	(	PUNCT
spir-8408	71	5	1992	1992	NUM
spir-8408	71	6	)	)	PUNCT
spir-8408	71	7	.	.	PUNCT
spir-8408	72	1	democracy	democracy	NOUN
spir-8408	72	2	in	in	ADP
spir-8408	72	3	an	an	DET
spir-8408	72	4	age	age	NOUN
spir-8408	72	5	of	of	ADP
spir-8408	72	6	corporate	corporate	ADJ
spir-8408	72	7	colonization	colonization	NOUN
spir-8408	72	8	:	:	PUNCT
spir-8408	72	9	developments	development	NOUN
spir-8408	72	10	in	in	ADP
spir-8408	72	11	communication	communication	NOUN
spir-8408	72	12	and	and	CCONJ
spir-8408	72	13	the	the	DET
spir-8408	72	14	politics	politic	NOUN
spir-8408	72	15	of	of	ADP
spir-8408	72	16	everyday	everyday	ADJ
spir-8408	72	17	life	life	NOUN
spir-8408	72	18	.	.	PUNCT
spir-8408	73	1	new	new	PROPN
spir-8408	73	2	york	york	PROPN
spir-8408	73	3	:	:	PUNCT
spir-8408	73	4	suny	suny	PROPN
spir-8408	73	5	press	press	PROPN
spir-8408	73	6	.	.	PUNCT
spir-8408	74	1	dueze	dueze	NOUN
spir-8408	74	2	,	,	PUNCT
spir-8408	74	3	m.	m.	NOUN
spir-8408	74	4	,	,	PUNCT
spir-8408	74	5	blank	blank	INTJ
spir-8408	74	6	,	,	PUNCT
spir-8408	74	7	p.	p.	PROPN
spir-8408	74	8	,	,	PUNCT
spir-8408	74	9	&	&	CCONJ
spir-8408	74	10	speers	speer	NOUN
spir-8408	74	11	,	,	PUNCT
spir-8408	74	12	l.	l.	PROPN
spir-8408	74	13	(	(	PUNCT
spir-8408	74	14	2012	2012	NUM
spir-8408	74	15	)	)	PUNCT
spir-8408	74	16	.	.	PUNCT
spir-8408	75	1	a	a	DET
spir-8408	75	2	life	life	NOUN
spir-8408	75	3	lived	live	VERB
spir-8408	75	4	in	in	ADP
spir-8408	75	5	media	medium	NOUN
spir-8408	75	6	.	.	PUNCT
spir-8408	76	1	digital	digital	ADJ
spir-8408	76	2	humanities	humanity	NOUN
spir-8408	76	3	quarterly	quarterly	ADV
spir-8408	76	4	,	,	PUNCT
spir-8408	76	5	6(1	6(1	NUM
spir-8408	76	6	)	)	PUNCT
spir-8408	76	7	.	.	PUNCT
spir-8408	77	1	available	available	ADJ
spir-8408	77	2	at	at	ADP
spir-8408	77	3	:	:	PUNCT
spir-8408	77	4	http://digitalhumanities.org/dhq/vol/6/1/000110/000110.html	http://digitalhumanities.org/dhq/vol/6/1/000110/000110.html	NOUN
spir-8408	77	5	gergen	gergen	ADV
spir-8408	77	6	,	,	PUNCT
spir-8408	77	7	k.	k.	PROPN
spir-8408	77	8	(	(	PUNCT
spir-8408	77	9	1991	1991	NUM
spir-8408	77	10	)	)	PUNCT
spir-8408	77	11	.	.	PUNCT
spir-8408	78	1	the	the	DET
spir-8408	78	2	saturated	saturate	VERB
spir-8408	78	3	self	self	NOUN
spir-8408	78	4	:	:	PUNCT
spir-8408	78	5	dilemmas	dilemma	NOUN
spir-8408	78	6	of	of	ADP
spir-8408	78	7	identity	identity	NOUN
spir-8408	78	8	in	in	ADP
spir-8408	78	9	contemporary	contemporary	ADJ
spir-8408	78	10	society	society	NOUN
spir-8408	78	11	.	.	PUNCT
spir-8408	79	1	new	new	PROPN
spir-8408	79	2	york	york	PROPN
spir-8408	79	3	:	:	PUNCT
spir-8408	79	4	basic	basic	ADJ
spir-8408	79	5	books	book	NOUN
spir-8408	79	6	.	.	PUNCT
spir-8408	80	1	gillespie	gillespie	PROPN
spir-8408	80	2	,	,	PUNCT
spir-8408	80	3	t.	t.	PROPN
spir-8408	80	4	(	(	PUNCT
spir-8408	80	5	2012	2012	NUM
spir-8408	80	6	)	)	PUNCT
spir-8408	80	7	.	.	PUNCT
spir-8408	81	1	the	the	DET
spir-8408	81	2	relevance	relevance	NOUN
spir-8408	81	3	of	of	ADP
spir-8408	81	4	algorithms	algorithm	NOUN
spir-8408	81	5	.	.	PUNCT
spir-8408	82	1	forthcoming	forthcoming	ADJ
spir-8408	82	2	in	in	ADP
spir-8408	82	3	gillespie	gillespie	PROPN
spir-8408	82	4	,	,	PUNCT
spir-8408	82	5	t.	t.	NOUN
spir-8408	82	6	,	,	PUNCT
spir-8408	82	7	boczkowski	boczkowski	ADJ
spir-8408	82	8	,	,	PUNCT
spir-8408	82	9	p.	p.	NOUN
spir-8408	82	10	,	,	PUNCT
spir-8408	82	11	&	&	CCONJ
spir-8408	82	12	foot	foot	PROPN
spir-8408	82	13	,	,	PUNCT
spir-8408	82	14	k.	k.	PROPN
spir-8408	82	15	(	(	PUNCT
spir-8408	82	16	eds	eds	PROPN
spir-8408	82	17	.	.	PUNCT
spir-8408	82	18	)	)	PUNCT
spir-8408	82	19	.	.	PUNCT
spir-8408	83	1	media	medium	NOUN
spir-8408	83	2	technologies	technology	NOUN
spir-8408	83	3	.	.	PUNCT
spir-8408	84	1	cambridge	cambridge	PROPN
spir-8408	84	2	,	,	PUNCT
spir-8408	84	3	ma	ma	PROPN
spir-8408	84	4	:	:	PUNCT
spir-8408	84	5	mit	mit	PROPN
spir-8408	84	6	press	press	NOUN
spir-8408	84	7	.	.	PUNCT
spir-8408	85	1	pre	pre	ADJ
spir-8408	85	2	-	-	ADJ
spir-8408	85	3	publication	publication	ADJ
spir-8408	85	4	draft	draft	NOUN
spir-8408	85	5	available	available	ADJ
spir-8408	85	6	at	at	ADP
spir-8408	85	7	:	:	PUNCT
spir-8408	85	8	http://www.tarletongillespie.org/essays/gillespie%20-%20the%20relevance%20of%20algorithms.pdf	http://www.tarletongillespie.org/essays/gillespie%20-%20the%20relevance%20of%20algorithms.pdf	NOUN
spir-8408	85	9	hayles	hayle	NOUN
spir-8408	85	10	,	,	PUNCT
spir-8408	85	11	k.	k.	PROPN
spir-8408	85	12	(	(	PUNCT
spir-8408	85	13	2012	2012	NUM
spir-8408	85	14	)	)	PUNCT
spir-8408	85	15	.	.	PUNCT
spir-8408	86	1	economic	economic	ADJ
spir-8408	86	2	infrastructure	infrastructure	NOUN
spir-8408	86	3	and	and	CCONJ
spir-8408	86	4	artificial	artificial	ADJ
spir-8408	86	5	intelligences	intelligence	NOUN
spir-8408	86	6	:	:	PUNCT
spir-8408	86	7	the	the	DET
spir-8408	86	8	case	case	NOUN
spir-8408	86	9	of	of	ADP
spir-8408	86	10	automated	automate	VERB
spir-8408	86	11	trading	trading	NOUN
spir-8408	86	12	programs	program	NOUN
spir-8408	86	13	.	.	PUNCT
spir-8408	87	1	keynote	keynote	PROPN
spir-8408	87	2	address	address	NOUN
spir-8408	87	3	at	at	ADP
spir-8408	87	4	the	the	DET
spir-8408	87	5	media	media	NOUN
spir-8408	87	6	places	place	NOUN
spir-8408	87	7	:	:	PUNCT
spir-8408	87	8	infrastructure	infrastructure	NOUN
spir-8408	87	9	,	,	PUNCT
spir-8408	87	10	space	space	NOUN
spir-8408	87	11	,	,	PUNCT
spir-8408	87	12	media	medium	NOUN
spir-8408	87	13	conference	conference	NOUN
spir-8408	87	14	.	.	PUNCT
spir-8408	88	1	umea	umea	PROPN
spir-8408	88	2	university	university	NOUN
spir-8408	88	3	,	,	PUNCT
spir-8408	88	4	december	december	PROPN
spir-8408	88	5	6	6	NUM
spir-8408	88	6	,	,	PUNCT
spir-8408	88	7	2012	2012	NUM
spir-8408	88	8	.	.	PUNCT
spir-8408	89	1	abstract	abstract	ADV
spir-8408	89	2	available	available	ADJ
spir-8408	89	3	at	at	ADP
spir-8408	89	4	:	:	PUNCT
spir-8408	89	5	http://mediaplaces2012.humlab.umu.se/program.html	http://mediaplaces2012.humlab.umu.se/program.html	PROPN
spir-8408	89	6	latour	latour	PROPN
spir-8408	89	7	,	,	PUNCT
spir-8408	89	8	b.	b.	PROPN
spir-8408	89	9	,	,	PUNCT
spir-8408	89	10	jensen	jensen	PROPN
spir-8408	89	11	,	,	PUNCT
spir-8408	89	12	p.	p.	PROPN
spir-8408	89	13	,	,	PUNCT
spir-8408	89	14	venturini	venturini	NOUN
spir-8408	89	15	,	,	PUNCT
spir-8408	89	16	t.	t.	PROPN
spir-8408	89	17	,	,	PUNCT
spir-8408	89	18	grauwin	grauwin	PROPN
spir-8408	89	19	,	,	PUNCT
spir-8408	89	20	s.	s.	PROPN
spir-8408	89	21	,	,	PUNCT
spir-8408	89	22	&	&	CCONJ
spir-8408	89	23	boullie	boullie	PROPN
spir-8408	89	24	,	,	PUNCT
spir-8408	89	25	d.	d.	PROPN
spir-8408	89	26	(	(	PUNCT
spir-8408	89	27	2012	2012	NUM
spir-8408	89	28	)	)	PUNCT
spir-8408	89	29	.	.	PUNCT
spir-8408	90	1	the	the	DET
spir-8408	90	2	whole	whole	NOUN
spir-8408	90	3	is	be	AUX
spir-8408	90	4	always	always	ADV
spir-8408	90	5	smaller	small	ADJ
spir-8408	90	6	than	than	ADP
spir-8408	90	7	the	the	DET
spir-8408	90	8	sum	sum	NOUN
spir-8408	90	9	of	of	ADP
spir-8408	90	10	its	its	PRON
spir-8408	90	11	parts	part	NOUN
spir-8408	90	12	:	:	PUNCT
spir-8408	90	13	a	a	DET
spir-8408	90	14	digital	digital	ADJ
spir-8408	90	15	test	test	NOUN
spir-8408	90	16	of	of	ADP
spir-8408	90	17	gabriel	gabriel	PROPN
spir-8408	90	18	tarde	tarde	PROPN
spir-8408	90	19	’s	’s	PART
spir-8408	90	20	monads	monad	NOUN
spir-8408	90	21	.	.	PUNCT
spir-8408	91	1	available	available	ADJ
spir-8408	91	2	at	at	ADP
spir-8408	91	3	:	:	PUNCT
spir-8408	91	4	http://www.brunolatour.fr/sites/default/files/123-whole-part-final.pdf	http://www.brunolatour.fr/sites/default/files/123-whole-part-final.pdf	NOUN
spir-8408	91	5	latour	latour	PROPN
spir-8408	91	6	,	,	PUNCT
spir-8408	91	7	b.	b.	PROPN
spir-8408	91	8	(	(	PUNCT
spir-8408	91	9	2005	2005	NUM
spir-8408	91	10	)	)	PUNCT
spir-8408	91	11	.	.	PUNCT
spir-8408	92	1	reassembling	reassemble	VERB
spir-8408	92	2	the	the	DET
spir-8408	92	3	social	social	NOUN
spir-8408	92	4	:	:	PUNCT
spir-8408	92	5	an	an	DET
spir-8408	92	6	introduction	introduction	NOUN
spir-8408	92	7	to	to	ADP
spir-8408	92	8	actor	actor	NOUN
spir-8408	92	9	network	network	NOUN
spir-8408	92	10	theory	theory	NOUN
spir-8408	92	11	.	.	PUNCT
spir-8408	93	1	oxford	oxford	PROPN
spir-8408	93	2	,	,	PUNCT
spir-8408	93	3	uk	uk	PROPN
spir-8408	93	4	:	:	PUNCT
spir-8408	93	5	oxford	oxford	PROPN
spir-8408	93	6	university	university	PROPN
spir-8408	93	7	press	press	NOUN
spir-8408	93	8	.	.	PUNCT
spir-8408	94	1	selected	select	VERB
spir-8408	94	2	papers	paper	NOUN
spir-8408	94	3	of	of	ADP
spir-8408	94	4	internet	internet	NOUN
spir-8408	94	5	research	research	NOUN
spir-8408	94	6	14.0	14.0	NUM
spir-8408	94	7	,	,	PUNCT
spir-8408	94	8	2013	2013	NUM
spir-8408	94	9	:	:	PUNCT
spir-8408	94	10	denver	denver	PROPN
spir-8408	94	11	,	,	PUNCT
spir-8408	94	12	usa	usa	PROPN
spir-8408	94	13	4	4	NUM
spir-8408	94	14	markham	markham	PROPN
spir-8408	94	15	,	,	PUNCT
spir-8408	94	16	a.	a.	PROPN
spir-8408	94	17	(	(	PUNCT
spir-8408	94	18	2013	2013	NUM
spir-8408	94	19	in	in	ADP
spir-8408	94	20	press	press	NOUN
spir-8408	94	21	)	)	PUNCT
spir-8408	94	22	.	.	PUNCT
spir-8408	95	1	remix	remix	NOUN
spir-8408	95	2	culture	culture	NOUN
spir-8408	95	3	,	,	PUNCT
spir-8408	95	4	remix	remix	NOUN
spir-8408	95	5	methods	method	NOUN
spir-8408	95	6	:	:	PUNCT
spir-8408	95	7	reframing	reframe	VERB
spir-8408	95	8	qualitative	qualitative	ADJ
spir-8408	95	9	inquiry	inquiry	NOUN
spir-8408	95	10	for	for	ADP
spir-8408	95	11	social	social	ADJ
spir-8408	95	12	media	medium	NOUN
spir-8408	95	13	contexts	contexts	NOUN
spir-8408	95	14	.	.	PUNCT
spir-8408	96	1	in	in	ADP
spir-8408	96	2	denzin	denzin	PROPN
spir-8408	96	3	,	,	PUNCT
spir-8408	96	4	n.	n.	NOUN
spir-8408	96	5	,	,	PUNCT
spir-8408	96	6	&	&	CCONJ
spir-8408	96	7	giardina	giardina	PROPN
spir-8408	96	8	,	,	PUNCT
spir-8408	96	9	m.	m.	NOUN
spir-8408	96	10	(	(	PUNCT
spir-8408	96	11	eds	ed	NOUN
spir-8408	96	12	.	.	PUNCT
spir-8408	96	13	)	)	PUNCT
spir-8408	96	14	.	.	PUNCT
spir-8408	97	1	global	global	ADJ
spir-8408	97	2	dimensions	dimension	NOUN
spir-8408	97	3	of	of	ADP
spir-8408	97	4	qualitative	qualitative	ADJ
spir-8408	97	5	inquiry	inquiry	NOUN
spir-8408	97	6	.	.	PUNCT
spir-8408	98	1	walnut	walnut	PROPN
spir-8408	98	2	creek	creek	PROPN
spir-8408	98	3	,	,	PUNCT
spir-8408	98	4	ca	can	AUX
spir-8408	98	5	:	:	PUNCT
spir-8408	98	6	left	leave	VERB
spir-8408	98	7	coast	coast	PROPN
spir-8408	98	8	press	press	PROPN
spir-8408	98	9	.	.	PUNCT
spir-8408	99	1	markham	markham	PROPN
spir-8408	99	2	,	,	PUNCT
spir-8408	99	3	a.	a.	PROPN
spir-8408	99	4	(	(	PUNCT
spir-8408	99	5	1998	1998	NUM
spir-8408	99	6	)	)	PUNCT
spir-8408	99	7	.	.	PUNCT
spir-8408	100	1	life	life	NOUN
spir-8408	100	2	online	online	ADV
spir-8408	100	3	:	:	PUNCT
spir-8408	100	4	researching	research	VERB
spir-8408	100	5	real	real	ADJ
spir-8408	100	6	experience	experience	NOUN
spir-8408	100	7	in	in	ADP
spir-8408	100	8	virtual	virtual	ADJ
spir-8408	100	9	space	space	NOUN
spir-8408	100	10	.	.	PUNCT
spir-8408	101	1	walnut	walnut	PROPN
spir-8408	101	2	creek	creek	PROPN
spir-8408	101	3	,	,	PUNCT
spir-8408	101	4	ca	ca	PROPN
spir-8408	101	5	:	:	PUNCT
spir-8408	101	6	altamira	altamira	PROPN
spir-8408	101	7	press	press	PROPN
spir-8408	101	8	.	.	PUNCT
spir-8408	102	1	mumby	mumby	NOUN
spir-8408	102	2	,	,	PUNCT
spir-8408	102	3	d.	d.	PROPN
spir-8408	102	4	(	(	PUNCT
spir-8408	102	5	1988	1988	NUM
spir-8408	102	6	)	)	PUNCT
spir-8408	102	7	.	.	PUNCT
spir-8408	103	1	communication	communication	NOUN
spir-8408	103	2	and	and	CCONJ
spir-8408	103	3	power	power	NOUN
spir-8408	103	4	in	in	ADP
spir-8408	103	5	organizations	organization	NOUN
spir-8408	103	6	:	:	PUNCT
spir-8408	103	7	discourse	discourse	NOUN
spir-8408	103	8	,	,	PUNCT
spir-8408	103	9	ideology	ideology	NOUN
spir-8408	103	10	,	,	PUNCT
spir-8408	103	11	and	and	CCONJ
spir-8408	103	12	domination	domination	NOUN
spir-8408	103	13	.	.	PUNCT
spir-8408	104	1	norwood	norwood	PROPN
spir-8408	104	2	,	,	PUNCT
spir-8408	104	3	nj	nj	PROPN
spir-8408	104	4	:	:	PUNCT
spir-8408	104	5	axley	axley	PROPN
spir-8408	104	6	press	press	PROPN
spir-8408	104	7	.	.	PUNCT
spir-8408	105	1	senft	senft	NOUN
spir-8408	105	2	,	,	PUNCT
spir-8408	105	3	t.	t.	PROPN
spir-8408	105	4	(	(	PUNCT
spir-8408	105	5	2012	2012	NUM
spir-8408	105	6	)	)	PUNCT
spir-8408	105	7	.	.	PUNCT
spir-8408	106	1	microcelebrity	microcelebrity	NOUN
spir-8408	106	2	and	and	CCONJ
spir-8408	106	3	the	the	DET
spir-8408	106	4	branded	brand	VERB
spir-8408	106	5	self	self	NOUN
spir-8408	106	6	.	.	PUNCT
spir-8408	107	1	in	in	ADP
spir-8408	107	2	burgess	burgess	PROPN
spir-8408	107	3	,	,	PUNCT
spir-8408	107	4	j.	j.	PROPN
spir-8408	107	5	&	&	CCONJ
spir-8408	107	6	bruns	bruns	PROPN
spir-8408	107	7	,	,	PUNCT
spir-8408	107	8	a.	a.	NOUN
spir-8408	107	9	(	(	PUNCT
spir-8408	107	10	eds	ed	NOUN
spir-8408	107	11	.	.	PUNCT
spir-8408	107	12	)	)	PUNCT
spir-8408	107	13	.	.	PUNCT
spir-8408	108	1	blackwell	blackwell	PROPN
spir-8408	108	2	companion	companion	NOUN
spir-8408	108	3	to	to	ADP
spir-8408	108	4	new	new	ADJ
spir-8408	108	5	media	medium	NOUN
spir-8408	108	6	dynamics	dynamic	NOUN
spir-8408	108	7	(	(	PUNCT
spir-8408	108	8	pp	pp	ADP
spir-8408	108	9	346	346	NUM
spir-8408	108	10	-	-	SYM
spir-8408	108	11	354	354	NUM
spir-8408	108	12	)	)	PUNCT
spir-8408	108	13	.	.	PUNCT
spir-8408	109	1	boston	boston	PROPN
spir-8408	109	2	,	,	PUNCT
spir-8408	109	3	ma	ma	PROPN
spir-8408	109	4	:	:	PUNCT
spir-8408	109	5	blackwell	blackwell	PROPN
spir-8408	109	6	.	.	PUNCT
spir-8408	109	7	turkle	turkle	PROPN
spir-8408	109	8	,	,	PUNCT
spir-8408	109	9	s.	s.	PROPN
spir-8408	109	10	(	(	PUNCT
spir-8408	109	11	1995	1995	NUM
spir-8408	109	12	)	)	PUNCT
spir-8408	109	13	.	.	PUNCT
spir-8408	110	1	life	life	NOUN
spir-8408	110	2	on	on	ADP
spir-8408	110	3	the	the	DET
spir-8408	110	4	screen	screen	NOUN
spir-8408	110	5	:	:	PUNCT
spir-8408	110	6	identity	identity	NOUN
spir-8408	110	7	in	in	ADP
spir-8408	110	8	the	the	DET
spir-8408	110	9	age	age	NOUN
spir-8408	110	10	of	of	ADP
spir-8408	110	11	the	the	DET
spir-8408	110	12	internet	internet	NOUN
spir-8408	110	13	,	,	PUNCT
spir-8408	110	14	new	new	PROPN
spir-8408	110	15	york	york	PROPN
spir-8408	110	16	:	:	PUNCT
spir-8408	110	17	touchstone	touchstone	NOUN
spir-8408	110	18	.	.	PUNCT
spir-8408	111	1	turkle	turkle	PROPN
spir-8408	111	2	,	,	PUNCT
spir-8408	111	3	s.	s.	PROPN
spir-8408	111	4	(	(	PUNCT
spir-8408	111	5	2011	2011	NUM
spir-8408	111	6	)	)	PUNCT
spir-8408	111	7	.	.	PUNCT
spir-8408	112	1	alone	alone	ADV
spir-8408	112	2	together	together	ADV
spir-8408	112	3	:	:	PUNCT
spir-8408	112	4	why	why	SCONJ
spir-8408	112	5	we	we	PRON
spir-8408	112	6	expect	expect	VERB
spir-8408	112	7	more	more	ADJ
spir-8408	112	8	from	from	ADP
spir-8408	112	9	technology	technology	NOUN
spir-8408	112	10	and	and	CCONJ
spir-8408	112	11	less	less	ADJ
spir-8408	112	12	from	from	ADP
spir-8408	112	13	each	each	DET
spir-8408	112	14	other	other	ADJ
spir-8408	112	15	.	.	PUNCT
spir-8408	113	1	new	new	PROPN
spir-8408	113	2	york	york	PROPN
spir-8408	113	3	:	:	PUNCT
spir-8408	113	4	basic	basic	ADJ
spir-8408	113	5	books	book	NOUN
spir-8408	113	6	.	.	PUNCT
spir-8408	114	1	license	license	VERB
spir-8408	114	2	this	this	DET
spir-8408	114	3	article	article	NOUN
spir-8408	114	4	is	be	AUX
spir-8408	114	5	©	©	PROPN
spir-8408	114	6	2013	2013	NUM
spir-8408	114	7	annette	annette	PROPN
spir-8408	114	8	n.	n.	PROPN
spir-8408	114	9	markham	markham	PROPN
spir-8408	114	10	,	,	PUNCT
spir-8408	114	11	and	and	CCONJ
spir-8408	114	12	licensed	license	VERB
spir-8408	114	13	under	under	ADP
spir-8408	114	14	cc	cc	NOUN
spir-8408	114	15	by	by	ADP
spir-8408	114	16	-	-	PUNCT
spir-8408	114	17	nc	nc	PROPN
spir-8408	114	18	-	-	PUNCT
spir-8408	114	19	nd	nd	NOUN
spir-8408	114	20	.	.	PROPN
spir-8408	114	21	selected	select	VERB
spir-8408	114	22	papers	paper	NOUN
spir-8408	114	23	of	of	ADP
spir-8408	114	24	internet	internet	NOUN
spir-8408	114	25	research	research	NOUN
spir-8408	114	26	14.0	14.0	NUM
spir-8408	114	27	,	,	PUNCT
spir-8408	114	28	2013	2013	NUM
spir-8408	114	29	:	:	PUNCT
spir-8408	114	30	denver	denver	PROPN
spir-8408	114	31	,	,	PUNCT
spir-8408	114	32	usa	usa	PROPN
spir-8408	114	33	1	1	NUM
spir-8408	114	34	identity	identity	NOUN
spir-8408	114	35	and	and	CCONJ
spir-8408	114	36	musical	musical	ADJ
spir-8408	114	37	genre	genre	NOUN
spir-8408	114	38	in	in	ADP
spir-8408	114	39	the	the	DET
spir-8408	114	40	age	age	NOUN
spir-8408	114	41	of	of	ADP
spir-8408	114	42	algorithms	algorithms	PROPN
spir-8408	114	43	holly	holly	PROPN
spir-8408	114	44	kruse	kruse	PROPN
spir-8408	114	45	department	department	PROPN
spir-8408	114	46	of	of	ADP
spir-8408	114	47	communications	communication	NOUN
spir-8408	114	48	rogers	rogers	PROPN
spir-8408	114	49	state	state	PROPN
spir-8408	114	50	university	university	PROPN
spir-8408	114	51	united	united	PROPN
spir-8408	114	52	states	states	PROPN
spir-8408	114	53	holly.kruse@gmail.com	holly.kruse@gmail.com	X
spir-8408	114	54	abstract	abstract	ADJ
spir-8408	114	55	traditionally	traditionally	ADV
spir-8408	114	56	,	,	PUNCT
spir-8408	114	57	genre	genre	NOUN
spir-8408	114	58	has	have	AUX
spir-8408	114	59	been	be	AUX
spir-8408	114	60	an	an	DET
spir-8408	114	61	important	important	ADJ
spir-8408	114	62	factor	factor	NOUN
spir-8408	114	63	in	in	ADP
spir-8408	114	64	the	the	DET
spir-8408	114	65	construction	construction	NOUN
spir-8408	114	66	of	of	ADP
spir-8408	114	67	music	music	NOUN
spir-8408	114	68	users	user	NOUN
spir-8408	114	69	’	'	PUNCT
spir-8408	114	70	and	and	CCONJ
spir-8408	114	71	creators	creator	NOUN
spir-8408	114	72	’	’	PART
spir-8408	114	73	identities	identity	NOUN
spir-8408	114	74	.	.	PUNCT
spir-8408	115	1	musical	musical	ADJ
spir-8408	115	2	taste	taste	NOUN
spir-8408	115	3	and	and	CCONJ
spir-8408	115	4	practices	practice	NOUN
spir-8408	115	5	,	,	PUNCT
spir-8408	115	6	as	as	SCONJ
spir-8408	115	7	defined	define	VERB
spir-8408	115	8	by	by	ADP
spir-8408	115	9	genre	genre	NOUN
spir-8408	115	10	,	,	PUNCT
spir-8408	115	11	play	play	VERB
spir-8408	115	12	an	an	DET
spir-8408	115	13	important	important	ADJ
spir-8408	115	14	role	role	NOUN
spir-8408	115	15	in	in	ADP
spir-8408	115	16	the	the	DET
spir-8408	115	17	articulation	articulation	NOUN
spir-8408	115	18	of	of	ADP
spir-8408	115	19	identity	identity	NOUN
spir-8408	115	20	,	,	PUNCT
spir-8408	115	21	especially	especially	ADV
spir-8408	115	22	when	when	SCONJ
spir-8408	115	23	subjects	subject	NOUN
spir-8408	115	24	position	position	VERB
spir-8408	115	25	their	their	PRON
spir-8408	115	26	tastes	taste	NOUN
spir-8408	115	27	and	and	CCONJ
spir-8408	115	28	practices	practice	NOUN
spir-8408	115	29	in	in	ADP
spir-8408	115	30	opposition	opposition	NOUN
spir-8408	115	31	to	to	ADP
spir-8408	115	32	a	a	DET
spir-8408	115	33	perceived	perceive	VERB
spir-8408	115	34	mainstream	mainstream	NOUN
spir-8408	115	35	.	.	PUNCT
spir-8408	116	1	as	as	SCONJ
spir-8408	116	2	musical	musical	ADJ
spir-8408	116	3	practices	practice	NOUN
spir-8408	116	4	move	move	VERB
spir-8408	116	5	online	online	ADV
spir-8408	116	6	,	,	PUNCT
spir-8408	116	7	including	include	VERB
spir-8408	116	8	to	to	ADP
spir-8408	116	9	video	video	NOUN
spir-8408	116	10	-	-	PUNCT
spir-8408	116	11	sharing	share	VERB
spir-8408	116	12	sites	site	NOUN
spir-8408	116	13	like	like	ADP
spir-8408	116	14	youtube	youtube	NOUN
spir-8408	116	15	,	,	PUNCT
spir-8408	116	16	algorithms	algorithm	NOUN
spir-8408	116	17	determine	determine	VERB
spir-8408	116	18	music	music	NOUN
spir-8408	116	19	recommendations	recommendation	NOUN
spir-8408	116	20	without	without	ADP
spir-8408	116	21	little	little	ADJ
spir-8408	116	22	or	or	CCONJ
spir-8408	116	23	no	no	PRON
spir-8408	116	24	consideration	consideration	NOUN
spir-8408	116	25	of	of	ADP
spir-8408	116	26	genre	genre	NOUN
spir-8408	116	27	.	.	PUNCT
spir-8408	117	1	this	this	DET
spir-8408	117	2	paper	paper	NOUN
spir-8408	117	3	examines	examine	VERB
spir-8408	117	4	the	the	DET
spir-8408	117	5	implications	implication	NOUN
spir-8408	117	6	of	of	ADP
spir-8408	117	7	algorithmic	algorithmic	ADJ
spir-8408	117	8	suggestions	suggestion	NOUN
spir-8408	117	9	for	for	ADP
spir-8408	117	10	notions	notion	NOUN
spir-8408	117	11	of	of	ADP
spir-8408	117	12	identity	identity	NOUN
spir-8408	117	13	among	among	ADP
spir-8408	117	14	popular	popular	ADJ
spir-8408	117	15	music	music	NOUN
spir-8408	117	16	creators	creator	NOUN
spir-8408	117	17	and	and	CCONJ
spir-8408	117	18	users	user	NOUN
spir-8408	117	19	.	.	PUNCT
spir-8408	118	1	keywords	keyword	VERB
spir-8408	118	2	identity	identity	NOUN
spir-8408	118	3	;	;	PUNCT
spir-8408	118	4	genre	genre	NOUN
spir-8408	118	5	;	;	PUNCT
spir-8408	118	6	popular	popular	ADJ
spir-8408	118	7	music	music	NOUN
spir-8408	118	8	;	;	PUNCT
spir-8408	118	9	algorithms	algorithm	NOUN
spir-8408	118	10	;	;	PUNCT
spir-8408	118	11	youtube	youtube	NOUN
spir-8408	118	12	.	.	PUNCT
spir-8408	118	13	identity	identity	NOUN
spir-8408	118	14	,	,	PUNCT
spir-8408	118	15	genre	genre	NOUN
spir-8408	118	16	,	,	PUNCT
spir-8408	118	17	and	and	CCONJ
spir-8408	118	18	algorithms	algorithm	NOUN
spir-8408	118	19	in	in	ADP
spir-8408	118	20	“	"	PUNCT
spir-8408	118	21	traditional	traditional	ADJ
spir-8408	118	22	”	"	PUNCT
spir-8408	118	23	popular	popular	ADJ
spir-8408	118	24	music	music	NOUN
spir-8408	118	25	culture	culture	NOUN
spir-8408	118	26	,	,	PUNCT
spir-8408	118	27	genre	genre	NOUN
spir-8408	118	28	is	be	AUX
spir-8408	118	29	central	central	ADJ
spir-8408	118	30	in	in	ADP
spir-8408	118	31	helping	help	VERB
spir-8408	118	32	to	to	PART
spir-8408	118	33	construct	construct	VERB
spir-8408	118	34	participants	participant	NOUN
spir-8408	118	35	’	'	PUNCT
spir-8408	118	36	senses	sense	NOUN
spir-8408	118	37	of	of	ADP
spir-8408	118	38	identity	identity	NOUN
spir-8408	118	39	.	.	PUNCT
spir-8408	119	1	“	"	PUNCT
spir-8408	119	2	genre	genre	NOUN
spir-8408	119	3	”	"	PUNCT
spir-8408	119	4	refers	refer	VERB
spir-8408	119	5	to	to	ADP
spir-8408	119	6	a	a	DET
spir-8408	119	7	kind	kind	NOUN
spir-8408	119	8	or	or	CCONJ
spir-8408	119	9	class	class	NOUN
spir-8408	119	10	of	of	ADP
spir-8408	119	11	things	thing	NOUN
spir-8408	119	12	,	,	PUNCT
spir-8408	119	13	and	and	CCONJ
spir-8408	119	14	in	in	ADP
spir-8408	119	15	discussions	discussion	NOUN
spir-8408	119	16	of	of	ADP
spir-8408	119	17	cultural	cultural	ADJ
spir-8408	119	18	artifacts	artifact	NOUN
spir-8408	119	19	,	,	PUNCT
spir-8408	119	20	definitions	definition	NOUN
spir-8408	119	21	of	of	ADP
spir-8408	119	22	genres	genre	NOUN
spir-8408	119	23	are	be	AUX
spir-8408	119	24	perhaps	perhaps	ADV
spir-8408	119	25	most	most	ADV
spir-8408	119	26	importantly	importantly	ADV
spir-8408	119	27	created	create	VERB
spir-8408	119	28	by	by	ADP
spir-8408	119	29	the	the	DET
spir-8408	119	30	users	user	NOUN
spir-8408	119	31	who	who	PRON
spir-8408	119	32	identify	identify	VERB
spir-8408	119	33	with	with	ADP
spir-8408	119	34	and	and	CCONJ
spir-8408	119	35	through	through	ADP
spir-8408	119	36	those	those	DET
spir-8408	119	37	genres	genre	NOUN
spir-8408	119	38	(	(	PUNCT
spir-8408	119	39	chandler	chandler	NOUN
spir-8408	119	40	,	,	PUNCT
spir-8408	119	41	2000	2000	NUM
spir-8408	119	42	)	)	PUNCT
spir-8408	119	43	.	.	PUNCT
spir-8408	120	1	in	in	ADP
spir-8408	120	2	ethnographic	ethnographic	ADJ
spir-8408	120	3	research	research	NOUN
spir-8408	120	4	of	of	ADP
spir-8408	120	5	indie	indie	ADJ
spir-8408	120	6	music	music	NOUN
spir-8408	120	7	scenes	scene	NOUN
spir-8408	120	8	,	,	PUNCT
spir-8408	120	9	genre	genre	NOUN
spir-8408	120	10	has	have	AUX
spir-8408	120	11	proven	prove	VERB
spir-8408	120	12	important	important	ADJ
spir-8408	120	13	in	in	ADP
spir-8408	120	14	how	how	SCONJ
spir-8408	120	15	participants	participant	NOUN
spir-8408	120	16	frame	frame	VERB
spir-8408	120	17	their	their	PRON
spir-8408	120	18	relationships	relationship	NOUN
spir-8408	120	19	to	to	ADP
spir-8408	120	20	scenes	scene	NOUN
spir-8408	120	21	,	,	PUNCT
spir-8408	120	22	and	and	CCONJ
spir-8408	120	23	to	to	ADP
spir-8408	120	24	others	other	NOUN
spir-8408	120	25	.	.	PUNCT
spir-8408	121	1	for	for	ADP
spir-8408	121	2	instance	instance	NOUN
spir-8408	121	3	,	,	PUNCT
spir-8408	121	4	one	one	NUM
spir-8408	121	5	musician	musician	NOUN
spir-8408	121	6	,	,	PUNCT
spir-8408	121	7	in	in	ADP
spir-8408	121	8	attempting	attempt	VERB
spir-8408	121	9	to	to	PART
spir-8408	121	10	define	define	VERB
spir-8408	121	11	the	the	DET
spir-8408	121	12	genre	genre	NOUN
spir-8408	121	13	in	in	ADP
spir-8408	121	14	which	which	PRON
spir-8408	121	15	he	he	PRON
spir-8408	121	16	works	work	VERB
spir-8408	121	17	by	by	ADP
spir-8408	121	18	meaningfully	meaningfully	ADV
spir-8408	121	19	differentiating	differentiate	VERB
spir-8408	121	20	it	it	PRON
spir-8408	121	21	from	from	ADP
spir-8408	121	22	others	other	NOUN
spir-8408	121	23	,	,	PUNCT
spir-8408	121	24	states	state	NOUN
spir-8408	121	25	,	,	PUNCT
spir-8408	121	26	“	"	PUNCT
spir-8408	121	27	i	i	PRON
spir-8408	121	28	would	would	AUX
spir-8408	121	29	call	call	VERB
spir-8408	121	30	it	it	PRON
spir-8408	121	31	pop	pop	NOUN
spir-8408	121	32	music	music	NOUN
spir-8408	121	33	.	.	PUNCT
spir-8408	122	1	i	i	PRON
spir-8408	122	2	would	would	AUX
spir-8408	122	3	call	call	VERB
spir-8408	122	4	it	it	PRON
spir-8408	122	5	wimpy	wimpy	ADJ
spir-8408	122	6	pop	pop	NOUN
spir-8408	122	7	music	music	NOUN
spir-8408	122	8	.	.	PUNCT
spir-8408	123	1	i	i	PRON
spir-8408	123	2	would	would	AUX
spir-8408	123	3	not	not	PART
spir-8408	123	4	call	call	VERB
spir-8408	123	5	it	it	PRON
spir-8408	123	6	power	power	NOUN
spir-8408	123	7	pop	pop	NOUN
spir-8408	123	8	.	.	PUNCT
spir-8408	124	1	power	power	NOUN
spir-8408	124	2	pop	pop	NOUN
spir-8408	124	3	has	have	AUX
spir-8408	124	4	now	now	ADV
spir-8408	124	5	become	become	VERB
spir-8408	124	6	a	a	DET
spir-8408	124	7	term	term	NOUN
spir-8408	124	8	that	that	PRON
spir-8408	124	9	means	mean	VERB
spir-8408	124	10	a	a	DET
spir-8408	124	11	hard	hard	ADJ
spir-8408	124	12	guitar	guitar	NOUN
spir-8408	124	13	band	band	NOUN
spir-8408	124	14	that	that	PRON
spir-8408	124	15	uses	use	VERB
spir-8408	124	16	pop	pop	NOUN
spir-8408	124	17	as	as	ADP
spir-8408	124	18	the	the	DET
spir-8408	124	19	format	format	NOUN
spir-8408	124	20	…	…	PUNCT
spir-8408	124	21	”	"	PUNCT
spir-8408	124	22	(	(	PUNCT
spir-8408	124	23	qtd	qtd	PROPN
spir-8408	124	24	.	.	PROPN
spir-8408	125	1	in	in	ADP
spir-8408	125	2	kruse	kruse	PROPN
spir-8408	125	3	,	,	PUNCT
spir-8408	125	4	2003	2003	NUM
spir-8408	125	5	,	,	PUNCT
spir-8408	125	6	p.	p.	NOUN
spir-8408	125	7	116	116	NUM
spir-8408	125	8	)	)	PUNCT
spir-8408	125	9	.	.	PUNCT
spir-8408	126	1	indeed	indeed	ADV
spir-8408	126	2	,	,	PUNCT
spir-8408	126	3	among	among	ADP
spir-8408	126	4	participants	participant	NOUN
spir-8408	126	5	in	in	ADP
spir-8408	126	6	many	many	ADJ
spir-8408	126	7	music	music	NOUN
spir-8408	126	8	scenes	scene	NOUN
spir-8408	126	9	,	,	PUNCT
spir-8408	126	10	positioning	position	VERB
spir-8408	126	11	one	one	NUM
spir-8408	126	12	’s	’s	PART
spir-8408	126	13	self	self	NOUN
spir-8408	126	14	and	and	CCONJ
spir-8408	126	15	one	one	NOUN
spir-8408	126	16	’s	’s	PART
spir-8408	126	17	taste	taste	NOUN
spir-8408	126	18	as	as	ADP
spir-8408	126	19	part	part	NOUN
spir-8408	126	20	of	of	ADP
spir-8408	126	21	a	a	DET
spir-8408	126	22	tradition	tradition	NOUN
spir-8408	126	23	of	of	ADP
spir-8408	126	24	expression	expression	NOUN
spir-8408	126	25	that	that	PRON
spir-8408	126	26	values	value	VERB
spir-8408	126	27	social	social	ADJ
spir-8408	126	28	and	and	CCONJ
spir-8408	126	29	cultural	cultural	ADJ
spir-8408	126	30	practice	practice	NOUN
spir-8408	126	31	that	that	PRON
spir-8408	126	32	are	be	AUX
spir-8408	126	33	somewhat	somewhat	ADV
spir-8408	126	34	oppositional	oppositional	ADJ
spir-8408	126	35	to	to	ADP
spir-8408	126	36	a	a	DET
spir-8408	126	37	perceived	perceive	VERB
spir-8408	126	38	mainstream	mainstream	NOUN
spir-8408	126	39	is	be	AUX
spir-8408	126	40	crucial	crucial	ADJ
spir-8408	126	41	.	.	PUNCT
spir-8408	127	1	and	and	CCONJ
spir-8408	127	2	one	one	NUM
spir-8408	127	3	’s	’s	PART
spir-8408	127	4	taste	taste	NOUN
spir-8408	127	5	in	in	ADP
spir-8408	127	6	music	music	NOUN
spir-8408	127	7	(	(	PUNCT
spir-8408	127	8	or	or	CCONJ
spir-8408	127	9	any	any	DET
spir-8408	127	10	cultural	cultural	ADJ
spir-8408	127	11	product	product	NOUN
spir-8408	127	12	)	)	PUNCT
spir-8408	127	13	helps	help	VERB
spir-8408	127	14	determine	determine	VERB
spir-8408	127	15	how	how	SCONJ
spir-8408	127	16	one	one	PRON
spir-8408	127	17	sees	see	VERB
spir-8408	127	18	one	one	NUM
spir-8408	127	19	’s	’s	PART
spir-8408	127	20	self	self	NOUN
spir-8408	127	21	in	in	ADP
spir-8408	127	22	this	this	DET
spir-8408	127	23	relationship	relationship	NOUN
spir-8408	127	24	.	.	PUNCT
spir-8408	128	1	pierre	pierre	PROPN
spir-8408	128	2	bourdieu	bourdieu	PROPN
spir-8408	128	3	famously	famously	ADV
spir-8408	128	4	notes	note	VERB
spir-8408	128	5	that	that	SCONJ
spir-8408	128	6	“	"	PUNCT
spir-8408	128	7	taste	taste	NOUN
spir-8408	128	8	is	be	AUX
spir-8408	128	9	the	the	DET
spir-8408	128	10	basis	basis	NOUN
spir-8408	128	11	of	of	ADP
spir-8408	128	12	all	all	PRON
spir-8408	128	13	that	that	DET
spir-8408	128	14	one	one	NOUN
spir-8408	128	15	has	have	AUX
spir-8408	128	16	–	–	PUNCT
spir-8408	128	17	people	people	NOUN
spir-8408	128	18	and	and	CCONJ
spir-8408	128	19	things	thing	NOUN
spir-8408	128	20	–	–	PUNCT
spir-8408	128	21	and	and	CCONJ
spir-8408	128	22	all	all	DET
spir-8408	128	23	that	that	DET
spir-8408	128	24	one	one	NOUN
spir-8408	128	25	is	be	AUX
spir-8408	128	26	for	for	ADP
spir-8408	128	27	others	other	NOUN
spir-8408	128	28	,	,	PUNCT
spir-8408	128	29	whereby	whereby	SCONJ
spir-8408	128	30	one	one	PRON
spir-8408	128	31	classifies	classify	VERB
spir-8408	128	32	oneself	oneself	PRON
spir-8408	128	33	and	and	CCONJ
spir-8408	128	34	is	be	AUX
spir-8408	128	35	classified	classify	VERB
spir-8408	128	36	by	by	ADP
spir-8408	128	37	others	other	NOUN
spir-8408	128	38	”	"	PUNCT
spir-8408	128	39	(	(	PUNCT
spir-8408	128	40	1984	1984	NUM
spir-8408	128	41	,	,	PUNCT
spir-8408	128	42	p.	p.	NOUN
spir-8408	128	43	56	56	NUM
spir-8408	128	44	)	)	PUNCT
spir-8408	128	45	.	.	PUNCT
spir-8408	129	1	this	this	DET
spir-8408	129	2	terrain	terrain	NOUN
spir-8408	129	3	of	of	ADP
spir-8408	129	4	practices	practice	NOUN
spir-8408	129	5	,	,	PUNCT
spir-8408	129	6	which	which	PRON
spir-8408	129	7	helps	help	VERB
spir-8408	129	8	construct	construct	VERB
spir-8408	129	9	identities	identity	NOUN
spir-8408	129	10	,	,	PUNCT
spir-8408	129	11	is	be	AUX
spir-8408	129	12	continually	continually	ADV
spir-8408	129	13	shifting	shift	VERB
spir-8408	129	14	,	,	PUNCT
spir-8408	129	15	and	and	CCONJ
spir-8408	129	16	it	it	PRON
spir-8408	129	17	leads	lead	VERB
spir-8408	129	18	one	one	NUM
spir-8408	129	19	to	to	PART
spir-8408	129	20	wonder	wonder	VERB
spir-8408	129	21	what	what	PRON
spir-8408	129	22	happens	happen	VERB
spir-8408	129	23	when	when	SCONJ
spir-8408	129	24	music	music	NOUN
spir-8408	129	25	cultures	culture	NOUN
spir-8408	129	26	move	move	VERB
spir-8408	129	27	,	,	PUNCT
spir-8408	129	28	at	at	ADP
spir-8408	129	29	least	least	ADJ
spir-8408	129	30	partly	partly	ADV
spir-8408	129	31	,	,	PUNCT
spir-8408	129	32	online	online	ADV
spir-8408	129	33	and	and	CCONJ
spir-8408	129	34	are	be	AUX
spir-8408	129	35	infiltrated	infiltrate	VERB
spir-8408	129	36	by	by	ADP
spir-8408	129	37	nonhuman	nonhuman	ADJ
spir-8408	129	38	actors	actor	NOUN
spir-8408	129	39	:	:	PUNCT
spir-8408	129	40	namely	namely	ADV
spir-8408	129	41	,	,	PUNCT
spir-8408	129	42	computer	computer	NOUN
spir-8408	129	43	code	code	NOUN
spir-8408	129	44	in	in	ADP
spir-8408	129	45	the	the	DET
spir-8408	129	46	form	form	NOUN
spir-8408	129	47	of	of	ADP
spir-8408	129	48	algorithms	algorithm	NOUN
spir-8408	129	49	?	?	PUNCT
spir-8408	130	1	in	in	ADP
spir-8408	130	2	looking	look	VERB
spir-8408	130	3	at	at	ADP
spir-8408	130	4	relevant	relevant	ADJ
spir-8408	130	5	notions	notion	NOUN
spir-8408	130	6	of	of	ADP
spir-8408	130	7	identity	identity	NOUN
spir-8408	130	8	,	,	PUNCT
spir-8408	130	9	one	one	PRON
spir-8408	130	10	sees	see	VERB
spir-8408	130	11	that	that	SCONJ
spir-8408	130	12	laclau	laclau	PROPN
spir-8408	130	13	and	and	CCONJ
spir-8408	130	14	mouffe	mouffe	PROPN
spir-8408	130	15	(	(	PUNCT
spir-8408	130	16	2001	2001	NUM
spir-8408	130	17	)	)	PUNCT
spir-8408	130	18	argue	argue	VERB
spir-8408	130	19	that	that	SCONJ
spir-8408	130	20	identities	identity	NOUN
spir-8408	130	21	are	be	AUX
spir-8408	130	22	not	not	PART
spir-8408	130	23	fixed	fix	VERB
spir-8408	130	24	,	,	PUNCT
spir-8408	130	25	but	but	CCONJ
spir-8408	130	26	rather	rather	ADV
spir-8408	130	27	are	be	AUX
spir-8408	130	28	articulated	articulate	VERB
spir-8408	130	29	within	within	ADP
spir-8408	130	30	a	a	DET
spir-8408	130	31	structure	structure	NOUN
spir-8408	130	32	of	of	ADP
spir-8408	130	33	social	social	ADJ
spir-8408	130	34	relations	relation	NOUN
spir-8408	130	35	that	that	PRON
spir-8408	130	36	causes	cause	VERB
spir-8408	130	37	every	every	DET
spir-8408	130	38	social	social	ADJ
spir-8408	130	39	agent	agent	NOUN
spir-8408	130	40	to	to	PART
spir-8408	130	41	occupy	occupy	VERB
spir-8408	130	42	multiple	multiple	ADJ
spir-8408	130	43	social	social	ADJ
spir-8408	130	44	positions	position	NOUN
spir-8408	130	45	at	at	ADP
spir-8408	130	46	once	once	ADV
spir-8408	130	47	,	,	PUNCT
spir-8408	130	48	through	through	ADP
spir-8408	130	49	identifications	identification	NOUN
spir-8408	130	50	of	of	ADP
spir-8408	130	51	race	race	NOUN
spir-8408	130	52	,	,	PUNCT
spir-8408	130	53	gender	gender	NOUN
spir-8408	130	54	,	,	PUNCT
spir-8408	130	55	class	class	NOUN
spir-8408	130	56	,	,	PUNCT
spir-8408	130	57	ethnicity	ethnicity	NOUN
spir-8408	130	58	,	,	PUNCT
spir-8408	130	59	occupation	occupation	NOUN
spir-8408	130	60	,	,	PUNCT
spir-8408	130	61	educational	educational	ADJ
spir-8408	130	62	level	level	NOUN
spir-8408	130	63	,	,	PUNCT
spir-8408	130	64	tastes	taste	NOUN
spir-8408	130	65	,	,	PUNCT
spir-8408	130	66	and	and	CCONJ
spir-8408	130	67	so	so	ADV
spir-8408	130	68	on	on	ADV
spir-8408	130	69	.	.	PUNCT
spir-8408	131	1	further	far	ADV
spir-8408	131	2	,	,	PUNCT
spir-8408	131	3	as	as	SCONJ
spir-8408	131	4	stuart	stuart	PROPN
spir-8408	131	5	hall	hall	PROPN
spir-8408	131	6	observes	observe	VERB
spir-8408	131	7	,	,	PUNCT
spir-8408	131	8	identification	identification	NOUN
spir-8408	131	9	does	do	AUX
spir-8408	131	10	not	not	PART
spir-8408	131	11	happen	happen	VERB
spir-8408	131	12	once	once	ADV
spir-8408	131	13	and	and	CCONJ
spir-8408	131	14	for	for	ADP
spir-8408	131	15	all	all	PRON
spir-8408	131	16	(	(	PUNCT
spir-8408	131	17	1989	1989	NUM
spir-8408	131	18	,	,	PUNCT
spir-8408	131	19	p.	p.	NOUN
spir-8408	131	20	73	73	NUM
spir-8408	131	21	)	)	PUNCT
spir-8408	131	22	.	.	PUNCT
spir-8408	132	1	identities	identity	NOUN
spir-8408	132	2	are	be	AUX
spir-8408	132	3	produced	produce	VERB
spir-8408	132	4	within	within	ADP
spir-8408	132	5	an	an	DET
spir-8408	132	6	ideological	ideological	ADJ
spir-8408	132	7	field	field	NOUN
spir-8408	132	8	where	where	SCONJ
spir-8408	132	9	signs	sign	NOUN
spir-8408	132	10	“	"	PUNCT
spir-8408	132	11	can	can	AUX
spir-8408	132	12	be	be	AUX
spir-8408	132	13	discursively	discursively	ADV
spir-8408	132	14	re	re	VERB
spir-8408	132	15	-	-	VERB
spir-8408	132	16	articulated	articulated	ADJ
spir-8408	132	17	to	to	PART
spir-8408	132	18	construct	construct	VERB
spir-8408	132	19	new	new	ADJ
spir-8408	132	20	meanings	meaning	NOUN
spir-8408	132	21	,	,	PUNCT
spir-8408	132	22	connect	connect	VERB
spir-8408	132	23	with	with	ADP
spir-8408	132	24	different	different	ADJ
spir-8408	132	25	social	social	ADJ
spir-8408	132	26	practices	practice	NOUN
spir-8408	132	27	,	,	PUNCT
spir-8408	132	28	and	and	CCONJ
spir-8408	132	29	position	position	VERB
spir-8408	132	30	social	social	ADJ
spir-8408	132	31	subjects	subject	NOUN
spir-8408	132	32	differently	differently	ADV
spir-8408	132	33	”	"	PUNCT
spir-8408	132	34	(	(	PUNCT
spir-8408	132	35	hall	hall	NOUN
spir-8408	132	36	,	,	PUNCT
spir-8408	132	37	1988	1988	NUM
spir-8408	132	38	,	,	PUNCT
spir-8408	132	39	p.	p.	NOUN
spir-8408	132	40	9	9	NUM
spir-8408	132	41	)	)	PUNCT
spir-8408	132	42	.	.	PUNCT
spir-8408	133	1	central	central	ADJ
spir-8408	133	2	to	to	ADP
spir-8408	133	3	this	this	DET
spir-8408	133	4	way	way	NOUN
spir-8408	133	5	of	of	ADP
spir-8408	133	6	thinking	think	VERB
spir-8408	133	7	about	about	ADP
spir-8408	133	8	identity	identity	NOUN
spir-8408	133	9	is	be	AUX
spir-8408	133	10	the	the	DET
spir-8408	133	11	idea	idea	NOUN
spir-8408	133	12	that	that	SCONJ
spir-8408	133	13	a	a	DET
spir-8408	133	14	particular	particular	ADJ
spir-8408	133	15	practice	practice	NOUN
spir-8408	133	16	is	be	AUX
spir-8408	133	17	articulated	articulate	VERB
spir-8408	133	18	within	within	ADP
spir-8408	133	19	a	a	DET
spir-8408	133	20	specific	specific	ADJ
spir-8408	133	21	discursive	discursive	ADJ
spir-8408	133	22	terrain	terrain	NOUN
spir-8408	133	23	,	,	PUNCT
spir-8408	133	24	and	and	CCONJ
spir-8408	133	25	it	it	PRON
spir-8408	133	26	is	be	AUX
spir-8408	133	27	within	within	ADP
spir-8408	133	28	this	this	DET
spir-8408	133	29	terrain	terrain	NOUN
spir-8408	133	30	that	that	SCONJ
spir-8408	133	31	one	one	NUM
spir-8408	133	32	constructs	construct	VERB
spir-8408	133	33	identities	identity	NOUN
spir-8408	133	34	,	,	PUNCT
spir-8408	133	35	including	include	VERB
spir-8408	133	36	oppositional	oppositional	ADJ
spir-8408	133	37	identities	identity	NOUN
spir-8408	133	38	.	.	PUNCT
spir-8408	134	1	indeed	indeed	ADV
spir-8408	134	2	,	,	PUNCT
spir-8408	134	3	as	as	ADV
spir-8408	134	4	much	much	ADV
spir-8408	134	5	as	as	ADP
spir-8408	134	6	the	the	DET
spir-8408	134	7	word	word	NOUN
spir-8408	134	8	'	'	PUNCT
spir-8408	134	9	identification	identification	NOUN
spir-8408	134	10	'	'	PUNCT
spir-8408	134	11	seems	seem	VERB
spir-8408	134	12	to	to	PART
spir-8408	134	13	imply	imply	VERB
spir-8408	134	14	a	a	DET
spir-8408	134	15	sense	sense	NOUN
spir-8408	134	16	of	of	ADP
spir-8408	134	17	belonging	belong	VERB
spir-8408	134	18	,	,	PUNCT
spir-8408	134	19	perhaps	perhaps	ADV
spir-8408	134	20	even	even	ADV
spir-8408	134	21	more	more	ADJ
spir-8408	134	22	it	it	PRON
spir-8408	134	23	describes	describe	VERB
spir-8408	134	24	a	a	DET
spir-8408	134	25	process	process	NOUN
spir-8408	134	26	of	of	ADP
spir-8408	134	27	differentiation	differentiation	NOUN
spir-8408	134	28	.	.	PUNCT
spir-8408	135	1	as	as	ADP
spir-8408	135	2	laclau	laclau	ADJ
spir-8408	135	3	and	and	CCONJ
spir-8408	135	4	mouffe	mouffe	PROPN
spir-8408	135	5	state	state	NOUN
spir-8408	135	6	,	,	PUNCT
spir-8408	135	7	“	"	PUNCT
spir-8408	135	8	all	all	DET
spir-8408	135	9	values	value	NOUN
spir-8408	135	10	are	be	AUX
spir-8408	135	11	values	value	NOUN
spir-8408	135	12	of	of	ADP
spir-8408	135	13	opposition	opposition	NOUN
spir-8408	135	14	and	and	CCONJ
spir-8408	135	15	are	be	AUX
spir-8408	135	16	defined	define	VERB
spir-8408	135	17	only	only	ADV
spir-8408	135	18	by	by	ADP
spir-8408	135	19	their	their	PRON
spir-8408	135	20	difference	difference	NOUN
spir-8408	135	21	”	"	PUNCT
spir-8408	135	22	(	(	PUNCT
spir-8408	135	23	2001	2001	NUM
spir-8408	135	24	,	,	PUNCT
spir-8408	135	25	p.	p.	NOUN
spir-8408	135	26	106	106	NUM
spir-8408	135	27	)	)	PUNCT
spir-8408	135	28	.	.	PUNCT
spir-8408	136	1	senses	sense	NOUN
spir-8408	136	2	of	of	ADP
spir-8408	136	3	shared	share	VERB
spir-8408	136	4	identity	identity	NOUN
spir-8408	136	5	are	be	AUX
spir-8408	136	6	alliances	alliance	NOUN
spir-8408	136	7	formed	form	VERB
spir-8408	136	8	out	out	ADP
spir-8408	136	9	of	of	ADP
spir-8408	136	10	oppositional	oppositional	ADJ
spir-8408	136	11	stances	stance	NOUN
spir-8408	136	12	.	.	PUNCT
spir-8408	137	1	selected	select	VERB
spir-8408	137	2	papers	paper	NOUN
spir-8408	137	3	of	of	ADP
spir-8408	137	4	internet	internet	NOUN
spir-8408	137	5	research	research	NOUN
spir-8408	137	6	14.0	14.0	NUM
spir-8408	137	7	,	,	PUNCT
spir-8408	137	8	2013	2013	NUM
spir-8408	137	9	:	:	PUNCT
spir-8408	137	10	denver	denver	PROPN
spir-8408	137	11	,	,	PUNCT
spir-8408	137	12	usa	usa	PROPN
spir-8408	137	13	2	2	NUM
spir-8408	137	14	youtube	youtube	NOUN
spir-8408	137	15	,	,	PUNCT
spir-8408	137	16	and	and	CCONJ
spir-8408	137	17	the	the	DET
spir-8408	137	18	recommendations	recommendation	NOUN
spir-8408	137	19	that	that	PRON
spir-8408	137	20	its	its	PRON
spir-8408	137	21	algorithm	algorithm	NOUN
spir-8408	137	22	generates	generate	VERB
spir-8408	137	23	,	,	PUNCT
spir-8408	137	24	is	be	AUX
spir-8408	137	25	one	one	NUM
spir-8408	137	26	site	site	NOUN
spir-8408	137	27	where	where	SCONJ
spir-8408	137	28	music	music	NOUN
spir-8408	137	29	users	user	NOUN
spir-8408	137	30	may	may	AUX
spir-8408	137	31	assert	assert	VERB
spir-8408	137	32	oppositional	oppositional	ADJ
spir-8408	137	33	identities	identity	NOUN
spir-8408	137	34	.	.	PUNCT
spir-8408	138	1	this	this	DET
spir-8408	138	2	paper	paper	NOUN
spir-8408	138	3	focuses	focus	VERB
spir-8408	138	4	particularly	particularly	ADV
spir-8408	138	5	on	on	ADP
spir-8408	138	6	the	the	DET
spir-8408	138	7	ways	way	NOUN
spir-8408	138	8	in	in	ADP
spir-8408	138	9	which	which	PRON
spir-8408	138	10	youtube	youtube	NOUN
spir-8408	138	11	helps	helps	AUX
spir-8408	138	12	construct	construct	VERB
spir-8408	138	13	identity	identity	NOUN
spir-8408	138	14	through	through	ADP
spir-8408	138	15	its	its	PRON
spir-8408	138	16	recommendations	recommendation	NOUN
spir-8408	138	17	–	–	PUNCT
spir-8408	138	18	recommendations	recommendation	NOUN
spir-8408	138	19	that	that	PRON
spir-8408	138	20	are	be	AUX
spir-8408	138	21	often	often	ADV
spir-8408	138	22	unrelated	unrelated	ADJ
spir-8408	138	23	to	to	ADP
spir-8408	138	24	the	the	DET
spir-8408	138	25	conventional	conventional	ADJ
spir-8408	138	26	definitions	definition	NOUN
spir-8408	138	27	of	of	ADP
spir-8408	138	28	genre	genre	NOUN
spir-8408	138	29	valued	value	VERB
spir-8408	138	30	by	by	ADP
spir-8408	138	31	music	music	NOUN
spir-8408	138	32	users	user	NOUN
spir-8408	138	33	and	and	CCONJ
spir-8408	138	34	producers	producer	NOUN
spir-8408	138	35	–	–	PUNCT
spir-8408	138	36	and	and	CCONJ
spir-8408	138	37	commenters	commenter	NOUN
spir-8408	138	38	’	'	PUNCT
spir-8408	138	39	uses	use	NOUN
spir-8408	138	40	of	of	ADP
spir-8408	138	41	oppositional	oppositional	ADJ
spir-8408	138	42	discourses	discourse	NOUN
spir-8408	138	43	and	and	CCONJ
spir-8408	138	44	invocations	invocation	NOUN
spir-8408	138	45	of	of	ADP
spir-8408	138	46	taste	taste	NOUN
spir-8408	138	47	and	and	CCONJ
spir-8408	138	48	genre	genre	NOUN
spir-8408	138	49	in	in	ADP
spir-8408	138	50	the	the	DET
spir-8408	138	51	face	face	NOUN
spir-8408	138	52	of	of	ADP
spir-8408	138	53	youtube	youtube	NOUN
spir-8408	138	54	’s	’s	PART
spir-8408	138	55	“	"	PUNCT
spir-8408	138	56	suggestions	suggestion	NOUN
spir-8408	138	57	”	"	PUNCT
spir-8408	138	58	and	and	CCONJ
spir-8408	138	59	targeted	target	VERB
spir-8408	138	60	advertising	advertising	NOUN
spir-8408	138	61	.	.	PUNCT
spir-8408	139	1	youtube	youtube	NOUN
spir-8408	139	2	is	be	AUX
spir-8408	139	3	obviously	obviously	ADV
spir-8408	139	4	not	not	PART
spir-8408	139	5	only	only	ADV
spir-8408	139	6	a	a	DET
spir-8408	139	7	music	music	NOUN
spir-8408	139	8	video	video	NOUN
spir-8408	139	9	channel	channel	NOUN
spir-8408	139	10	,	,	PUNCT
spir-8408	139	11	and	and	CCONJ
spir-8408	139	12	its	its	PRON
spir-8408	139	13	algorithms	algorithm	NOUN
spir-8408	139	14	are	be	AUX
spir-8408	139	15	used	use	VERB
spir-8408	139	16	across	across	ADP
spir-8408	139	17	content	content	NOUN
spir-8408	139	18	type	type	NOUN
spir-8408	139	19	.	.	PUNCT
spir-8408	140	1	founded	found	VERB
spir-8408	140	2	in	in	ADP
spir-8408	140	3	2005	2005	NUM
spir-8408	140	4	,	,	PUNCT
spir-8408	140	5	it	it	PRON
spir-8408	140	6	provides	provide	VERB
spir-8408	140	7	a	a	DET
spir-8408	140	8	platform	platform	NOUN
spir-8408	140	9	for	for	ADP
spir-8408	140	10	video	video	NOUN
spir-8408	140	11	-	-	PUNCT
spir-8408	140	12	sharing	sharing	NOUN
spir-8408	140	13	by	by	ADP
spir-8408	140	14	users	user	NOUN
spir-8408	140	15	,	,	PUNCT
spir-8408	140	16	and	and	CCONJ
spir-8408	140	17	in	in	ADP
spir-8408	140	18	that	that	DET
spir-8408	140	19	capacity	capacity	NOUN
spir-8408	140	20	it	it	PRON
spir-8408	140	21	fills	fill	VERB
spir-8408	140	22	multiple	multiple	ADJ
spir-8408	140	23	roles	role	NOUN
spir-8408	140	24	:	:	PUNCT
spir-8408	140	25	as	as	ADP
spir-8408	140	26	archive	archive	NOUN
spir-8408	140	27	,	,	PUNCT
spir-8408	140	28	broadcast	broadcast	VERB
spir-8408	140	29	medium	medium	NOUN
spir-8408	140	30	,	,	PUNCT
spir-8408	140	31	and	and	CCONJ
spir-8408	140	32	even	even	ADV
spir-8408	140	33	social	social	ADJ
spir-8408	140	34	network	network	NOUN
spir-8408	140	35	.	.	PUNCT
spir-8408	141	1	it	it	PRON
spir-8408	141	2	does	do	AUX
spir-8408	141	3	n’t	not	PART
spir-8408	141	4	provide	provide	VERB
spir-8408	141	5	content	content	NOUN
spir-8408	141	6	;	;	PUNCT
spir-8408	141	7	users	user	NOUN
spir-8408	141	8	provide	provide	VERB
spir-8408	141	9	content	content	NOUN
spir-8408	141	10	(	(	PUNCT
spir-8408	141	11	burgess	burgess	NOUN
spir-8408	141	12	and	and	CCONJ
spir-8408	141	13	green	green	NOUN
spir-8408	141	14	,	,	PUNCT
spir-8408	141	15	2009	2009	NUM
spir-8408	141	16	,	,	PUNCT
spir-8408	141	17	p.	p.	NOUN
spir-8408	141	18	5	5	NUM
spir-8408	141	19	)	)	PUNCT
spir-8408	141	20	.	.	PUNCT
spir-8408	142	1	among	among	ADP
spir-8408	142	2	its	its	PRON
spir-8408	142	3	users	user	NOUN
spir-8408	142	4	are	be	AUX
spir-8408	142	5	commercial	commercial	ADJ
spir-8408	142	6	clients	client	NOUN
spir-8408	142	7	,	,	PUNCT
spir-8408	142	8	with	with	ADP
spir-8408	142	9	whom	whom	PRON
spir-8408	142	10	youtube	youtube	NOUN
spir-8408	142	11	enters	enter	VERB
spir-8408	142	12	into	into	ADP
spir-8408	142	13	revenue	revenue	NOUN
spir-8408	142	14	-	-	PUNCT
spir-8408	142	15	sharing	share	VERB
spir-8408	142	16	agreements	agreement	NOUN
spir-8408	142	17	and	and	CCONJ
spir-8408	142	18	for	for	ADP
spir-8408	142	19	whom	whom	PRON
spir-8408	142	20	its	its	PRON
spir-8408	142	21	algorithms	algorithm	NOUN
spir-8408	142	22	provide	provide	VERB
spir-8408	142	23	data	datum	NOUN
spir-8408	142	24	.	.	PUNCT
spir-8408	143	1	these	these	DET
spir-8408	143	2	clients	client	NOUN
spir-8408	143	3	include	include	VERB
spir-8408	143	4	major	major	ADJ
spir-8408	143	5	music	music	NOUN
spir-8408	143	6	industry	industry	NOUN
spir-8408	143	7	players	player	NOUN
spir-8408	143	8	,	,	PUNCT
spir-8408	143	9	like	like	ADP
spir-8408	143	10	vevo	vevo	NOUN
spir-8408	143	11	.	.	PUNCT
spir-8408	144	1	vevo	vevo	PROPN
spir-8408	144	2	is	be	AUX
spir-8408	144	3	a	a	DET
spir-8408	144	4	consortium	consortium	NOUN
spir-8408	144	5	started	start	VERB
spir-8408	144	6	by	by	ADP
spir-8408	144	7	universal	universal	ADJ
spir-8408	144	8	music	music	NOUN
spir-8408	144	9	,	,	PUNCT
spir-8408	144	10	sony	sony	PROPN
spir-8408	144	11	music	music	NOUN
spir-8408	144	12	,	,	PUNCT
spir-8408	144	13	and	and	CCONJ
spir-8408	144	14	abu	abu	PROPN
spir-8408	144	15	dhabi	dhabi	PROPN
spir-8408	144	16	media	medium	NOUN
spir-8408	144	17	in	in	ADP
spir-8408	144	18	late	late	ADJ
spir-8408	144	19	2009	2009	NUM
spir-8408	144	20	in	in	ADP
spir-8408	144	21	an	an	DET
spir-8408	144	22	effort	effort	NOUN
spir-8408	144	23	to	to	PART
spir-8408	144	24	monetize	monetize	VERB
spir-8408	144	25	music	music	NOUN
spir-8408	144	26	video	video	NOUN
spir-8408	144	27	content	content	NOUN
spir-8408	144	28	.	.	PUNCT
spir-8408	145	1	although	although	SCONJ
spir-8408	145	2	it	it	PRON
spir-8408	145	3	has	have	VERB
spir-8408	145	4	its	its	PRON
spir-8408	145	5	own	own	ADJ
spir-8408	145	6	website	website	NOUN
spir-8408	145	7	,	,	PUNCT
spir-8408	145	8	which	which	PRON
spir-8408	145	9	is	be	AUX
spir-8408	145	10	among	among	ADP
spir-8408	145	11	the	the	DET
spir-8408	145	12	most	most	ADV
spir-8408	145	13	visited	visit	VERB
spir-8408	145	14	sites	site	NOUN
spir-8408	145	15	online	online	ADV
spir-8408	145	16	,	,	PUNCT
spir-8408	145	17	vevo	vevo	NOUN
spir-8408	145	18	’s	’s	PART
spir-8408	145	19	most	most	ADV
spir-8408	145	20	visible	visible	ADJ
spir-8408	145	21	presence	presence	NOUN
spir-8408	145	22	is	be	AUX
spir-8408	145	23	on	on	ADP
spir-8408	145	24	youtube	youtube	NOUN
spir-8408	145	25	,	,	PUNCT
spir-8408	145	26	where	where	SCONJ
spir-8408	145	27	it	it	PRON
spir-8408	145	28	attracts	attract	VERB
spir-8408	145	29	most	most	ADJ
spir-8408	145	30	of	of	ADP
spir-8408	145	31	its	its	PRON
spir-8408	145	32	viewers	viewer	NOUN
spir-8408	145	33	and	and	CCONJ
spir-8408	145	34	where	where	SCONJ
spir-8408	145	35	it	it	PRON
spir-8408	145	36	has	have	AUX
spir-8408	145	37	accounted	account	VERB
spir-8408	145	38	for	for	ADP
spir-8408	145	39	up	up	ADP
spir-8408	145	40	to	to	PART
spir-8408	145	41	80	80	NUM
spir-8408	145	42	percent	percent	NOUN
spir-8408	145	43	of	of	ADP
spir-8408	145	44	the	the	DET
spir-8408	145	45	music	music	NOUN
spir-8408	145	46	videos	video	NOUN
spir-8408	145	47	watched	watch	VERB
spir-8408	145	48	(	(	PUNCT
spir-8408	145	49	graham	graham	PROPN
spir-8408	145	50	,	,	PUNCT
spir-8408	145	51	2010	2010	NUM
spir-8408	145	52	)	)	PUNCT
spir-8408	145	53	.	.	PUNCT
spir-8408	146	1	with	with	ADP
spir-8408	146	2	the	the	DET
spir-8408	146	3	2012	2012	NUM
spir-8408	146	4	break	break	NOUN
spir-8408	146	5	-	-	PUNCT
spir-8408	146	6	up	up	NOUN
spir-8408	146	7	of	of	ADP
spir-8408	146	8	emi	emi	NOUN
spir-8408	146	9	–	–	PUNCT
spir-8408	146	10	which	which	PRON
spir-8408	146	11	licensed	license	VERB
spir-8408	146	12	its	its	PRON
spir-8408	146	13	content	content	NOUN
spir-8408	146	14	to	to	PART
spir-8408	146	15	vevo	vevo	VERB
spir-8408	146	16	–	–	PUNCT
spir-8408	146	17	and	and	CCONJ
spir-8408	146	18	emi	emi	PROPN
spir-8408	146	19	’s	’s	PART
spir-8408	146	20	absorption	absorption	NOUN
spir-8408	146	21	into	into	ADP
spir-8408	146	22	universal	universal	ADJ
spir-8408	146	23	music	music	NOUN
spir-8408	146	24	group	group	NOUN
spir-8408	146	25	,	,	PUNCT
spir-8408	146	26	warner	warner	PROPN
spir-8408	146	27	brothers	brothers	PROPN
spir-8408	146	28	is	be	AUX
spir-8408	146	29	the	the	DET
spir-8408	146	30	only	only	ADJ
spir-8408	146	31	other	other	ADJ
spir-8408	146	32	major	major	ADJ
spir-8408	146	33	label	label	NOUN
spir-8408	146	34	player	player	NOUN
spir-8408	146	35	on	on	ADP
spir-8408	146	36	youtube	youtube	NOUN
spir-8408	146	37	,	,	PUNCT
spir-8408	146	38	and	and	CCONJ
spir-8408	146	39	it	it	PRON
spir-8408	146	40	is	be	AUX
spir-8408	146	41	the	the	DET
spir-8408	146	42	second	second	ADJ
spir-8408	146	43	most	most	ADV
spir-8408	146	44	streamed	stream	VERB
spir-8408	146	45	youtube	youtube	NOUN
spir-8408	146	46	partner	partner	NOUN
spir-8408	146	47	after	after	ADP
spir-8408	146	48	vevo	vevo	NOUN
spir-8408	146	49	(	(	PUNCT
spir-8408	146	50	mlot	mlot	NOUN
spir-8408	146	51	,	,	PUNCT
spir-8408	146	52	2012	2012	NUM
spir-8408	146	53	)	)	PUNCT
spir-8408	146	54	.	.	PUNCT
spir-8408	147	1	vevo	vevo	NOUN
spir-8408	147	2	artists	artist	NOUN
spir-8408	147	3	include	include	VERB
spir-8408	147	4	justin	justin	PROPN
spir-8408	147	5	bieber	bieber	PROPN
spir-8408	147	6	,	,	PUNCT
spir-8408	147	7	lady	lady	NOUN
spir-8408	147	8	gaga	gaga	PROPN
spir-8408	147	9	,	,	PUNCT
spir-8408	147	10	eminem	eminem	PROPN
spir-8408	147	11	,	,	PUNCT
spir-8408	147	12	and	and	CCONJ
spir-8408	147	13	rihanna	rihanna	PROPN
spir-8408	147	14	;	;	PUNCT
spir-8408	147	15	warner	warner	PROPN
spir-8408	147	16	brothers	brother	NOUN
spir-8408	147	17	artists	artist	NOUN
spir-8408	147	18	include	include	VERB
spir-8408	147	19	josh	josh	PROPN
spir-8408	147	20	groban	groban	PROPN
spir-8408	147	21	,	,	PUNCT
spir-8408	147	22	muse	muse	NOUN
spir-8408	147	23	,	,	PUNCT
spir-8408	147	24	and	and	CCONJ
spir-8408	147	25	the	the	DET
spir-8408	147	26	black	black	ADJ
spir-8408	147	27	keys	key	NOUN
spir-8408	147	28	to	to	PART
spir-8408	147	29	look	look	VERB
spir-8408	147	30	at	at	ADP
spir-8408	147	31	vevo	vevo	NOUN
spir-8408	147	32	in	in	ADP
spir-8408	147	33	particular	particular	ADJ
spir-8408	147	34	,	,	PUNCT
spir-8408	147	35	while	while	SCONJ
spir-8408	147	36	its	its	PRON
spir-8408	147	37	name	name	NOUN
spir-8408	147	38	may	may	AUX
spir-8408	147	39	not	not	PART
spir-8408	147	40	be	be	AUX
spir-8408	147	41	well	well	ADV
spir-8408	147	42	known	know	VERB
spir-8408	147	43	among	among	ADP
spir-8408	147	44	members	member	NOUN
spir-8408	147	45	of	of	ADP
spir-8408	147	46	the	the	DET
spir-8408	147	47	public	public	NOUN
spir-8408	147	48	,	,	PUNCT
spir-8408	147	49	its	its	PRON
spir-8408	147	50	audience	audience	NOUN
spir-8408	147	51	is	be	AUX
spir-8408	147	52	now	now	ADV
spir-8408	147	53	25	25	NUM
spir-8408	147	54	times	time	NOUN
spir-8408	147	55	as	as	ADV
spir-8408	147	56	large	large	ADJ
spir-8408	147	57	as	as	SCONJ
spir-8408	147	58	mtv	mtv	PROPN
spir-8408	147	59	’s	’s	PART
spir-8408	147	60	was	be	AUX
spir-8408	147	61	during	during	ADP
spir-8408	147	62	the	the	DET
spir-8408	147	63	height	height	NOUN
spir-8408	147	64	of	of	ADP
spir-8408	147	65	the	the	DET
spir-8408	147	66	popularition	popularition	NOUN
spir-8408	147	67	of	of	ADP
spir-8408	147	68	televised	televise	VERB
spir-8408	147	69	music	music	NOUN
spir-8408	147	70	videos	video	NOUN
spir-8408	147	71	(	(	PUNCT
spir-8408	147	72	graham	graham	PROPN
spir-8408	147	73	,	,	PUNCT
spir-8408	147	74	2010	2010	NUM
spir-8408	147	75	)	)	PUNCT
spir-8408	147	76	.	.	PUNCT
spir-8408	148	1	vevo	vevo	PROPN
spir-8408	148	2	clearly	clearly	ADV
spir-8408	148	3	brands	brand	VERB
spir-8408	148	4	its	its	PRON
spir-8408	148	5	videos	video	NOUN
spir-8408	148	6	and	and	CCONJ
spir-8408	148	7	is	be	AUX
spir-8408	148	8	in	in	ADP
spir-8408	148	9	charge	charge	NOUN
spir-8408	148	10	of	of	ADP
spir-8408	148	11	selling	sell	VERB
spir-8408	148	12	space	space	NOUN
spir-8408	148	13	on	on	ADP
spir-8408	148	14	its	its	PRON
spir-8408	148	15	youtube	youtube	ADJ
spir-8408	148	16	channel	channel	NOUN
spir-8408	148	17	to	to	ADP
spir-8408	148	18	other	other	ADJ
spir-8408	148	19	advertisers	advertiser	NOUN
spir-8408	148	20	,	,	PUNCT
spir-8408	148	21	then	then	ADV
spir-8408	148	22	sharing	share	VERB
spir-8408	148	23	that	that	SCONJ
spir-8408	148	24	ad	ad	NOUN
spir-8408	148	25	revenue	revenue	NOUN
spir-8408	148	26	with	with	ADP
spir-8408	148	27	youtube	youtube	PROPN
spir-8408	148	28	’s	’s	PART
spir-8408	148	29	owner	owner	NOUN
spir-8408	148	30	,	,	PUNCT
spir-8408	148	31	google	google	PROPN
spir-8408	148	32	(	(	PUNCT
spir-8408	148	33	graham	graham	PROPN
spir-8408	148	34	,	,	PUNCT
spir-8408	148	35	2010	2010	NUM
spir-8408	148	36	)	)	PUNCT
spir-8408	148	37	.	.	PUNCT
spir-8408	149	1	vevo	vevo	NOUN
spir-8408	149	2	is	be	AUX
spir-8408	149	3	thus	thus	ADV
spir-8408	149	4	multiply	multiply	ADV
spir-8408	149	5	invested	invest	VERB
spir-8408	149	6	in	in	ADP
spir-8408	149	7	the	the	DET
spir-8408	149	8	algorithms	algorithm	NOUN
spir-8408	149	9	that	that	PRON
spir-8408	149	10	drive	drive	VERB
spir-8408	149	11	viewers	viewer	NOUN
spir-8408	149	12	to	to	ADP
spir-8408	149	13	its	its	PRON
spir-8408	149	14	videos	video	NOUN
spir-8408	149	15	within	within	ADP
spir-8408	149	16	youtube	youtube	NOUN
spir-8408	149	17	.	.	PUNCT
spir-8408	150	1	interestingly	interestingly	ADV
spir-8408	150	2	,	,	PUNCT
spir-8408	150	3	youtube	youtube	PROPN
spir-8408	150	4	recently	recently	ADV
spir-8408	150	5	switched	switch	VERB
spir-8408	150	6	from	from	ADP
spir-8408	150	7	its	its	PRON
spir-8408	150	8	original	original	ADJ
spir-8408	150	9	recommendation	recommendation	NOUN
spir-8408	150	10	system	system	NOUN
spir-8408	150	11	to	to	ADP
spir-8408	150	12	the	the	DET
spir-8408	150	13	one	one	NOUN
spir-8408	150	14	used	use	VERB
spir-8408	150	15	by	by	ADP
spir-8408	150	16	amazon	amazon	NOUN
spir-8408	150	17	,	,	PUNCT
spir-8408	150	18	which	which	PRON
spir-8408	150	19	is	be	AUX
spir-8408	150	20	based	base	VERB
spir-8408	150	21	on	on	ADP
spir-8408	150	22	collaborative	collaborative	ADJ
spir-8408	150	23	filtering	filtering	NOUN
spir-8408	150	24	and	and	CCONJ
spir-8408	150	25	suggests	suggest	VERB
spir-8408	150	26	items	item	NOUN
spir-8408	150	27	to	to	ADP
spir-8408	150	28	users	user	NOUN
spir-8408	150	29	based	base	VERB
spir-8408	150	30	on	on	ADP
spir-8408	150	31	perceived	perceive	VERB
spir-8408	150	32	shared	share	VERB
spir-8408	150	33	tastes	taste	NOUN
spir-8408	150	34	with	with	ADP
spir-8408	150	35	other	other	ADJ
spir-8408	150	36	users	user	NOUN
spir-8408	150	37	(	(	PUNCT
spir-8408	150	38	linden	linden	PROPN
spir-8408	150	39	,	,	PUNCT
spir-8408	150	40	2011	2011	NUM
spir-8408	150	41	)	)	PUNCT
spir-8408	150	42	.	.	PUNCT
spir-8408	151	1	youtube	youtube	NOUN
spir-8408	151	2	has	have	AUX
spir-8408	151	3	also	also	ADV
spir-8408	151	4	begun	begin	VERB
spir-8408	151	5	creating	create	VERB
spir-8408	151	6	automated	automate	VERB
spir-8408	151	7	channels	channel	NOUN
spir-8408	151	8	created	create	VERB
spir-8408	151	9	not	not	PART
spir-8408	151	10	by	by	ADP
spir-8408	151	11	users	user	NOUN
spir-8408	151	12	or	or	CCONJ
spir-8408	151	13	partners	partner	NOUN
spir-8408	151	14	,	,	PUNCT
spir-8408	151	15	but	but	CCONJ
spir-8408	151	16	by	by	ADP
spir-8408	151	17	algorithms	algorithm	NOUN
spir-8408	151	18	that	that	PRON
spir-8408	151	19	track	track	VERB
spir-8408	151	20	user	user	NOUN
spir-8408	151	21	activity	activity	NOUN
spir-8408	151	22	.	.	PUNCT
spir-8408	152	1	as	as	SCONJ
spir-8408	152	2	described	describe	VERB
spir-8408	152	3	in	in	ADP
spir-8408	152	4	new	new	ADJ
spir-8408	152	5	scientist	scientist	NOUN
spir-8408	152	6	(	(	PUNCT
spir-8408	152	7	2012	2012	NUM
spir-8408	152	8	)	)	PUNCT
spir-8408	152	9	,	,	PUNCT
spir-8408	152	10	in	in	ADP
spir-8408	152	11	this	this	DET
spir-8408	152	12	process	process	NOUN
spir-8408	152	13	software	software	NOUN
spir-8408	152	14	analyzes	analyze	VERB
spir-8408	152	15	how	how	SCONJ
spir-8408	152	16	users	user	NOUN
spir-8408	152	17	navigate	navigate	VERB
spir-8408	152	18	search	search	NOUN
spir-8408	152	19	results	result	NOUN
spir-8408	152	20	,	,	PUNCT
spir-8408	152	21	notes	note	VERB
spir-8408	152	22	the	the	DET
spir-8408	152	23	videos	video	NOUN
spir-8408	152	24	on	on	ADP
spir-8408	152	25	which	which	PRON
spir-8408	152	26	users	user	NOUN
spir-8408	152	27	click	click	VERB
spir-8408	152	28	and	and	CCONJ
spir-8408	152	29	how	how	SCONJ
spir-8408	152	30	they	they	PRON
spir-8408	152	31	move	move	VERB
spir-8408	152	32	from	from	ADP
spir-8408	152	33	video	video	NOUN
spir-8408	152	34	to	to	ADP
spir-8408	152	35	video	video	NOUN
spir-8408	152	36	,	,	PUNCT
spir-8408	152	37	and	and	CCONJ
spir-8408	152	38	gathers	gather	VERB
spir-8408	152	39	information	information	NOUN
spir-8408	152	40	from	from	ADP
spir-8408	152	41	user	user	NOUN
spir-8408	152	42	comments	comment	NOUN
spir-8408	152	43	.	.	PUNCT
spir-8408	153	1	the	the	DET
spir-8408	153	2	site	site	NOUN
spir-8408	153	3	then	then	ADV
spir-8408	153	4	recommends	recommend	VERB
spir-8408	153	5	channels	channel	NOUN
spir-8408	153	6	.	.	PUNCT
spir-8408	154	1	for	for	ADP
spir-8408	154	2	example	example	NOUN
spir-8408	154	3	,	,	PUNCT
spir-8408	154	4	“	"	PUNCT
spir-8408	154	5	a	a	DET
spir-8408	154	6	user	user	NOUN
spir-8408	154	7	who	who	PRON
spir-8408	154	8	searches	search	VERB
spir-8408	154	9	for	for	ADP
spir-8408	154	10	videos	video	NOUN
spir-8408	154	11	about	about	ADP
spir-8408	154	12	the	the	DET
spir-8408	154	13	us	us	PROPN
spir-8408	154	14	open	open	ADJ
spir-8408	154	15	tennis	tennis	NOUN
spir-8408	154	16	tournament	tournament	NOUN
spir-8408	154	17	,	,	PUNCT
spir-8408	154	18	then	then	ADV
spir-8408	154	19	proceeds	proceed	VERB
spir-8408	154	20	to	to	PART
spir-8408	154	21	watch	watch	VERB
spir-8408	154	22	nothing	nothing	PRON
spir-8408	154	23	but	but	SCONJ
spir-8408	154	24	roger	roger	PROPN
spir-8408	154	25	federer	federer	PROPN
spir-8408	154	26	clips	clip	NOUN
spir-8408	154	27	,	,	PUNCT
spir-8408	154	28	for	for	ADP
spir-8408	154	29	example	example	NOUN
spir-8408	154	30	,	,	PUNCT
spir-8408	154	31	might	might	AUX
spir-8408	154	32	get	get	VERB
spir-8408	154	33	a	a	DET
spir-8408	154	34	recommendation	recommendation	NOUN
spir-8408	154	35	to	to	PART
spir-8408	154	36	subscribe	subscribe	VERB
spir-8408	154	37	to	to	ADP
spir-8408	154	38	the	the	DET
spir-8408	154	39	roger	roger	PROPN
spir-8408	154	40	federer	federer	PROPN
spir-8408	154	41	channel	channel	PROPN
spir-8408	154	42	”	"	PUNCT
spir-8408	154	43	(	(	PUNCT
spir-8408	154	44	hodson	hodson	PROPN
spir-8408	154	45	,	,	PUNCT
spir-8408	154	46	2012	2012	NUM
spir-8408	154	47	,	,	PUNCT
spir-8408	154	48	p.	p.	NOUN
spir-8408	154	49	25	25	NUM
spir-8408	154	50	)	)	PUNCT
spir-8408	154	51	.	.	PUNCT
spir-8408	155	1	in	in	ADP
spir-8408	155	2	this	this	DET
spir-8408	155	3	paper	paper	NOUN
spir-8408	155	4	,	,	PUNCT
spir-8408	155	5	i	i	PRON
spir-8408	155	6	examine	examine	VERB
spir-8408	155	7	whether	whether	SCONJ
spir-8408	155	8	recommendations	recommendation	NOUN
spir-8408	155	9	and	and	CCONJ
spir-8408	155	10	advertising	advertising	NOUN
spir-8408	155	11	on	on	ADP
spir-8408	155	12	youtube	youtube	NOUN
spir-8408	155	13	’s	’s	PART
spir-8408	155	14	music	music	NOUN
spir-8408	155	15	video	video	NOUN
spir-8408	155	16	partner	partner	NOUN
spir-8408	155	17	pages	page	NOUN
spir-8408	155	18	are	be	AUX
spir-8408	155	19	congruent	congruent	ADJ
spir-8408	155	20	with	with	ADP
spir-8408	155	21	traditional	traditional	ADJ
spir-8408	155	22	notions	notion	NOUN
spir-8408	155	23	of	of	ADP
spir-8408	155	24	popular	popular	ADJ
spir-8408	155	25	music	music	NOUN
spir-8408	155	26	genre	genre	NOUN
spir-8408	155	27	,	,	PUNCT
spir-8408	155	28	or	or	CCONJ
spir-8408	155	29	if	if	SCONJ
spir-8408	155	30	they	they	PRON
spir-8408	155	31	in	in	ADP
spir-8408	155	32	fact	fact	NOUN
spir-8408	155	33	help	help	NOUN
spir-8408	155	34	construct	construct	VERB
spir-8408	155	35	a	a	DET
spir-8408	155	36	different	different	ADJ
spir-8408	155	37	kind	kind	NOUN
spir-8408	155	38	of	of	ADP
spir-8408	155	39	popular	popular	ADJ
spir-8408	155	40	music	music	NOUN
spir-8408	155	41	user	user	NOUN
spir-8408	155	42	(	(	PUNCT
spir-8408	155	43	and	and	CCONJ
spir-8408	155	44	even	even	ADV
spir-8408	155	45	creator	creator	NOUN
spir-8408	155	46	)	)	PUNCT
spir-8408	155	47	identity	identity	NOUN
spir-8408	155	48	.	.	PUNCT
spir-8408	156	1	further	far	ADV
spir-8408	156	2	,	,	PUNCT
spir-8408	156	3	i	i	PRON
spir-8408	156	4	look	look	VERB
spir-8408	156	5	at	at	ADP
spir-8408	156	6	the	the	DET
spir-8408	156	7	degree	degree	NOUN
spir-8408	156	8	to	to	PART
spir-8408	156	9	which	which	PRON
spir-8408	156	10	commenters	commenter	NOUN
spir-8408	156	11	on	on	ADP
spir-8408	156	12	these	these	DET
spir-8408	156	13	pages	page	NOUN
spir-8408	156	14	appear	appear	VERB
spir-8408	156	15	to	to	PART
spir-8408	156	16	acquiesce	acquiesce	VERB
spir-8408	156	17	to	to	ADP
spir-8408	156	18	or	or	CCONJ
spir-8408	156	19	oppose	oppose	VERB
spir-8408	156	20	their	their	PRON
spir-8408	156	21	positioning	positioning	NOUN
spir-8408	156	22	as	as	ADP
spir-8408	156	23	potential	potential	ADJ
spir-8408	156	24	viewers	viewer	NOUN
spir-8408	156	25	of	of	ADP
spir-8408	156	26	videos	video	NOUN
spir-8408	156	27	(	(	PUNCT
spir-8408	156	28	or	or	CCONJ
spir-8408	156	29	purchasers	purchaser	NOUN
spir-8408	156	30	of	of	ADP
spir-8408	156	31	music	music	NOUN
spir-8408	156	32	)	)	PUNCT
spir-8408	156	33	by	by	ADP
spir-8408	156	34	algorithmically	algorithmically	ADV
spir-8408	156	35	selected	select	VERB
spir-8408	156	36	artists	artist	NOUN
spir-8408	156	37	.	.	PUNCT
spir-8408	157	1	how	how	SCONJ
spir-8408	157	2	many	many	ADJ
spir-8408	157	3	users	user	NOUN
spir-8408	157	4	,	,	PUNCT
spir-8408	157	5	when	when	SCONJ
spir-8408	157	6	confronted	confront	VERB
spir-8408	157	7	with	with	ADP
spir-8408	157	8	a	a	DET
spir-8408	157	9	vevo	vevo	NOUN
spir-8408	157	10	advertisement	advertisement	NOUN
spir-8408	157	11	for	for	ADP
spir-8408	157	12	justin	justin	PROPN
spir-8408	157	13	timberlake	timberlake	PROPN
spir-8408	157	14	’s	’s	PART
spir-8408	157	15	new	new	ADJ
spir-8408	157	16	release	release	NOUN
spir-8408	157	17	,	,	PUNCT
spir-8408	157	18	are	be	AUX
spir-8408	157	19	tempted	tempt	VERB
spir-8408	157	20	to	to	PART
spir-8408	157	21	respond	respond	VERB
spir-8408	157	22	(	(	PUNCT
spir-8408	157	23	as	as	SCONJ
spir-8408	157	24	one	one	NUM
spir-8408	157	25	user	user	NOUN
spir-8408	157	26	did	do	VERB
spir-8408	157	27	)	)	PUNCT
spir-8408	157	28	with	with	ADP
spir-8408	157	29	“	"	PUNCT
spir-8408	157	30	fuck	fuck	VERB
spir-8408	157	31	off	off	ADP
spir-8408	157	32	,	,	PUNCT
spir-8408	157	33	justin	justin	PROPN
spir-8408	157	34	timberfake	timberfake	PROPN
spir-8408	157	35	!	!	PUNCT
spir-8408	158	1	:p	:p	NOUN
spir-8408	158	2	”	"	PUNCT
spir-8408	158	3	?	?	PUNCT
spir-8408	159	1	references	reference	NOUN
spir-8408	159	2	bourdieu	bourdieu	PROPN
spir-8408	159	3	,	,	PUNCT
spir-8408	159	4	p.	p.	NOUN
spir-8408	159	5	(	(	PUNCT
spir-8408	159	6	1984	1984	NUM
spir-8408	159	7	)	)	PUNCT
spir-8408	159	8	.	.	PUNCT
spir-8408	160	1	distinction	distinction	NOUN
spir-8408	160	2	:	:	PUNCT
spir-8408	160	3	a	a	DET
spir-8408	160	4	social	social	ADJ
spir-8408	160	5	critique	critique	NOUN
spir-8408	160	6	of	of	ADP
spir-8408	160	7	the	the	DET
spir-8408	160	8	judgment	judgment	NOUN
spir-8408	160	9	of	of	ADP
spir-8408	160	10	taste	taste	NOUN
spir-8408	160	11	.	.	PUNCT
spir-8408	161	1	cambridge	cambridge	PROPN
spir-8408	161	2	,	,	PUNCT
spir-8408	161	3	ma	ma	PROPN
spir-8408	161	4	:	:	PUNCT
spir-8408	161	5	harvard	harvard	PROPN
spir-8408	161	6	university	university	PROPN
spir-8408	161	7	press	press	NOUN
spir-8408	161	8	.	.	PUNCT
spir-8408	162	1	burgess	burgess	PROPN
spir-8408	162	2	,	,	PUNCT
spir-8408	162	3	j.	j.	PROPN
spir-8408	162	4	,	,	PUNCT
spir-8408	162	5	&	&	CCONJ
spir-8408	162	6	green	green	PROPN
spir-8408	162	7	,	,	PUNCT
spir-8408	162	8	j.	j.	PROPN
spir-8408	162	9	(	(	PUNCT
spir-8408	162	10	2009	2009	NUM
spir-8408	162	11	)	)	PUNCT
spir-8408	162	12	.	.	PUNCT
spir-8408	163	1	youtube	youtube	PROPN
spir-8408	163	2	.	.	PUNCT
spir-8408	164	1	cambridge	cambridge	NOUN
spir-8408	164	2	:	:	PUNCT
spir-8408	164	3	polity	polity	NOUN
spir-8408	164	4	press	press	NOUN
spir-8408	164	5	.	.	PUNCT
spir-8408	165	1	chandler	chandler	PROPN
spir-8408	165	2	,	,	PUNCT
spir-8408	165	3	d.	d.	PROPN
spir-8408	165	4	(	(	PUNCT
spir-8408	165	5	2000	2000	NUM
spir-8408	165	6	)	)	PUNCT
spir-8408	165	7	.	.	PUNCT
spir-8408	166	1	an	an	DET
spir-8408	166	2	introduction	introduction	NOUN
spir-8408	166	3	to	to	ADP
spir-8408	166	4	genre	genre	NOUN
spir-8408	166	5	theory	theory	NOUN
spir-8408	166	6	.	.	PUNCT
spir-8408	167	1	retrieved	retrieve	VERB
spir-8408	167	2	from	from	ADP
spir-8408	167	3	http://www.aber.ac.uk/media/	http://www.aber.ac.uk/media/	DET
spir-8408	167	4	documents	document	NOUN
spir-8408	167	5	/	/	SYM
spir-8408	167	6	intgenre	intgenre	NOUN
spir-8408	167	7	/	/	SYM
spir-8408	167	8	intgenre1.html	intgenre1.html	PROPN
spir-8408	167	9	graham	graham	PROPN
spir-8408	167	10	,	,	PUNCT
spir-8408	167	11	j.	j.	PROPN
spir-8408	167	12	(	(	PUNCT
spir-8408	167	13	2010	2010	NUM
spir-8408	167	14	,	,	PUNCT
spir-8408	167	15	dec	dec	PROPN
spir-8408	167	16	.	.	PROPN
spir-8408	167	17	17	17	NUM
spir-8408	167	18	)	)	PUNCT
spir-8408	167	19	.	.	PUNCT
spir-8408	168	1	vevo	vevo	NOUN
spir-8408	168	2	turned	turn	VERB
spir-8408	168	3	free	free	ADJ
spir-8408	168	4	music	music	NOUN
spir-8408	168	5	videos	video	NOUN
spir-8408	168	6	into	into	ADP
spir-8408	168	7	revenue	revenue	NOUN
spir-8408	168	8	.	.	PUNCT
spir-8408	169	1	usa	usa	PROPN
spir-8408	169	2	today	today	NOUN
spir-8408	170	1	,	,	PUNCT
spir-8408	170	2	p.	p.	PROPN
spir-8408	170	3	4b	4b	PROPN
spir-8408	170	4	.	.	PUNCT
spir-8408	171	1	selected	select	VERB
spir-8408	171	2	papers	paper	NOUN
spir-8408	171	3	of	of	ADP
spir-8408	171	4	internet	internet	NOUN
spir-8408	171	5	research	research	NOUN
spir-8408	171	6	14.0	14.0	NUM
spir-8408	171	7	,	,	PUNCT
spir-8408	171	8	2013	2013	NUM
spir-8408	171	9	:	:	PUNCT
spir-8408	171	10	denver	denver	PROPN
spir-8408	171	11	,	,	PUNCT
spir-8408	171	12	usa	usa	PROPN
spir-8408	171	13	3	3	NUM
spir-8408	171	14	hall	hall	PROPN
spir-8408	171	15	,	,	PUNCT
spir-8408	171	16	s.	s.	PROPN
spir-8408	171	17	(	(	PUNCT
spir-8408	171	18	1989	1989	NUM
spir-8408	171	19	)	)	PUNCT
spir-8408	171	20	.	.	PUNCT
spir-8408	172	1	cultural	cultural	ADJ
spir-8408	172	2	identity	identity	NOUN
spir-8408	172	3	and	and	CCONJ
spir-8408	172	4	cinematic	cinematic	ADJ
spir-8408	172	5	representation	representation	NOUN
spir-8408	172	6	.	.	PUNCT
spir-8408	173	1	framework	framework	NOUN
spir-8408	173	2	36	36	NUM
spir-8408	173	3	,	,	PUNCT
spir-8408	173	4	68	68	NUM
spir-8408	173	5	-	-	SYM
spir-8408	173	6	81	81	NUM
spir-8408	173	7	.	.	PUNCT
spir-8408	174	1	hall	hall	PROPN
spir-8408	174	2	,	,	PUNCT
spir-8408	174	3	s.	s.	PROPN
spir-8408	174	4	(	(	PUNCT
spir-8408	174	5	1988	1988	NUM
spir-8408	174	6	)	)	PUNCT
spir-8408	174	7	.	.	PUNCT
spir-8408	175	1	the	the	DET
spir-8408	175	2	hard	hard	ADJ
spir-8408	175	3	road	road	NOUN
spir-8408	175	4	to	to	ADP
spir-8408	175	5	renewal	renewal	NOUN
spir-8408	175	6	:	:	PUNCT
spir-8408	175	7	thatcherism	thatcherism	NOUN
spir-8408	175	8	and	and	CCONJ
spir-8408	175	9	the	the	DET
spir-8408	175	10	crisis	crisis	NOUN
spir-8408	175	11	of	of	ADP
spir-8408	175	12	the	the	DET
spir-8408	175	13	left	left	NOUN
spir-8408	175	14	.	.	PUNCT
spir-8408	176	1	london	london	PROPN
spir-8408	176	2	:	:	PUNCT
spir-8408	176	3	verso	verso	ADJ
spir-8408	176	4	.	.	PUNCT
spir-8408	177	1	hodson	hodson	PROPN
spir-8408	177	2	,	,	PUNCT
spir-8408	177	3	h.	h.	PROPN
spir-8408	177	4	(	(	PUNCT
spir-8408	177	5	2012	2012	NUM
spir-8408	177	6	,	,	PUNCT
spir-8408	177	7	dec	dec	PROPN
spir-8408	177	8	.	.	PROPN
spir-8408	177	9	12	12	NUM
spir-8408	177	10	)	)	PUNCT
spir-8408	177	11	.	.	PUNCT
spir-8408	178	1	now	now	ADV
spir-8408	178	2	,	,	PUNCT
spir-8408	178	3	watch	watch	VERB
spir-8408	178	4	this	this	PRON
spir-8408	178	5	.	.	PUNCT
spir-8408	179	1	new	new	ADJ
spir-8408	179	2	scientist	scientist	NOUN
spir-8408	179	3	.	.	PUNCT
spir-8408	180	1	216(2895	216(2895	NUM
spir-8408	180	2	)	)	PUNCT
spir-8408	180	3	,	,	PUNCT
spir-8408	180	4	25	25	NUM
spir-8408	180	5	.	.	PUNCT
spir-8408	180	6	kruse	kruse	PROPN
spir-8408	180	7	,	,	PUNCT
spir-8408	180	8	h.	h.	PROPN
spir-8408	180	9	(	(	PUNCT
spir-8408	180	10	2003	2003	NUM
spir-8408	180	11	)	)	PUNCT
spir-8408	180	12	.	.	PUNCT
spir-8408	181	1	site	site	NOUN
spir-8408	181	2	and	and	CCONJ
spir-8408	181	3	sound	sound	NOUN
spir-8408	181	4	:	:	PUNCT
spir-8408	181	5	understanding	understand	VERB
spir-8408	181	6	independent	independent	ADJ
spir-8408	181	7	music	music	NOUN
spir-8408	181	8	scenes	scene	NOUN
spir-8408	181	9	.	.	PUNCT
spir-8408	182	1	new	new	PROPN
spir-8408	182	2	york	york	PROPN
spir-8408	182	3	:	:	PUNCT
spir-8408	182	4	peter	peter	PROPN
spir-8408	182	5	lang	lang	PROPN
spir-8408	182	6	.	.	PUNCT
spir-8408	183	1	laclau	laclau	PROPN
spir-8408	183	2	,	,	PUNCT
spir-8408	183	3	e.	e.	PROPN
spir-8408	183	4	,	,	PUNCT
spir-8408	183	5	&	&	CCONJ
spir-8408	183	6	mouffe	mouffe	PROPN
spir-8408	183	7	,	,	PUNCT
spir-8408	183	8	c.	c.	PROPN
spir-8408	183	9	(	(	PUNCT
spir-8408	183	10	2001	2001	NUM
spir-8408	183	11	)	)	PUNCT
spir-8408	183	12	.	.	PUNCT
spir-8408	184	1	hegemony	hegemony	NOUN
spir-8408	184	2	and	and	CCONJ
spir-8408	184	3	socialist	socialist	ADJ
spir-8408	184	4	strategy	strategy	NOUN
spir-8408	184	5	:	:	PUNCT
spir-8408	184	6	towards	towards	ADP
spir-8408	184	7	a	a	DET
spir-8408	184	8	radical	radical	ADJ
spir-8408	184	9	democratic	democratic	ADJ
spir-8408	184	10	politics	politic	NOUN
spir-8408	184	11	.	.	PUNCT
spir-8408	185	1	london	london	PROPN
spir-8408	185	2	:	:	PUNCT
spir-8408	185	3	verso	verso	ADJ
spir-8408	185	4	.	.	PUNCT
spir-8408	186	1	linden	linden	PROPN
spir-8408	186	2	,	,	PUNCT
spir-8408	186	3	g.	g.	PROPN
spir-8408	186	4	(	(	PUNCT
spir-8408	186	5	2011	2011	NUM
spir-8408	186	6	,	,	PUNCT
spir-8408	186	7	feb	feb	PROPN
spir-8408	186	8	.	.	PROPN
spir-8408	186	9	11	11	NUM
spir-8408	186	10	)	)	PUNCT
spir-8408	186	11	.	.	PUNCT
spir-8408	187	1	youtube	youtube	PROPN
spir-8408	187	2	uses	use	VERB
spir-8408	187	3	amazon	amazon	NOUN
spir-8408	187	4	's	's	PART
spir-8408	187	5	recommendation	recommendation	NOUN
spir-8408	187	6	algorithm	algorithm	NOUN
spir-8408	187	7	.	.	PUNCT
spir-8408	188	1	retrieved	retrieve	VERB
spir-8408	188	2	from	from	ADP
spir-8408	188	3	http://glinden.blogspot.com/2011/02/youtube-uses-amazons-recommendation.html	http://glinden.blogspot.com/2011/02/youtube-uses-amazons-recommendation.html	NOUN
spir-8408	188	4	mlot	mlot	NOUN
spir-8408	188	5	,	,	PUNCT
spir-8408	188	6	s.	s.	PROPN
spir-8408	188	7	(	(	PUNCT
spir-8408	188	8	2012	2012	NUM
spir-8408	188	9	,	,	PUNCT
spir-8408	188	10	june	june	PROPN
spir-8408	188	11	26	26	NUM
spir-8408	188	12	)	)	PUNCT
spir-8408	188	13	.	.	PUNCT
spir-8408	189	1	top	top	ADJ
spir-8408	189	2	5	5	NUM
spir-8408	189	3	youtube	youtube	NOUN
spir-8408	189	4	partners	partner	NOUN
spir-8408	189	5	nab	nab	VERB
spir-8408	189	6	1.5	1.5	NUM
spir-8408	189	7	billion	billion	NUM
spir-8408	189	8	monthly	monthly	ADJ
spir-8408	189	9	streams	stream	NOUN
spir-8408	189	10	.	.	PUNCT
spir-8408	190	1	pc	pc	NOUN
spir-8408	190	2	magazine	magazine	NOUN
spir-8408	190	3	.	.	PUNCT
spir-8408	191	1	retrieved	retrieve	VERB
spir-8408	191	2	from	from	ADP
spir-8408	191	3	http://www.pcmag.com/article2/0,2817,2406324,00.asp	http://www.pcmag.com/article2/0,2817,2406324,00.asp	NOUN
spir-8408	191	4	license	license	NOUN
spir-8408	191	5	this	this	DET
spir-8408	191	6	article	article	NOUN
spir-8408	191	7	is	be	AUX
spir-8408	191	8	©	©	PROPN
spir-8408	191	9	2013	2013	NUM
spir-8408	191	10	holly	holly	NOUN
spir-8408	191	11	kruse	kruse	NOUN
spir-8408	191	12	,	,	PUNCT
spir-8408	191	13	and	and	CCONJ
spir-8408	191	14	licensed	license	VERB
spir-8408	191	15	under	under	ADP
spir-8408	191	16	cc	cc	NOUN
spir-8408	191	17	by	by	ADP
spir-8408	191	18	-	-	PUNCT
spir-8408	191	19	nc	nc	PROPN
spir-8408	191	20	-	-	PUNCT
spir-8408	191	21	nd	nd	NOUN
spir-8408	191	22	.	.	PROPN
spir-8408	191	23	selected	select	VERB
spir-8408	191	24	papers	paper	NOUN
spir-8408	191	25	of	of	ADP
spir-8408	191	26	internet	internet	NOUN
spir-8408	191	27	research	research	NOUN
spir-8408	191	28	14.0	14.0	NUM
spir-8408	191	29	,	,	PUNCT
spir-8408	191	30	2013	2013	NUM
spir-8408	191	31	:	:	PUNCT
spir-8408	191	32	denver	denver	PROPN
spir-8408	191	33	,	,	PUNCT
spir-8408	191	34	usa	usa	PROPN
spir-8408	191	35	1	1	NUM
spir-8408	191	36	snps	snps	PROPN
spir-8408	191	37	to	to	PART
spir-8408	191	38	sheepy	sheepy	VERB
spir-8408	191	39	:	:	PUNCT
spir-8408	191	40	genetic	genetic	ADJ
spir-8408	191	41	genealogy	genealogy	NOUN
spir-8408	191	42	&	&	CCONJ
spir-8408	191	43	place	place	NOUN
spir-8408	191	44	-	-	PUNCT
spir-8408	191	45	identity	identity	NOUN
spir-8408	191	46	molly	molly	ADV
spir-8408	191	47	wright	wright	PROPN
spir-8408	191	48	steenson	steenson	PROPN
spir-8408	191	49	school	school	PROPN
spir-8408	191	50	of	of	ADP
spir-8408	191	51	journalism	journalism	NOUN
spir-8408	191	52	&	&	CCONJ
spir-8408	191	53	mass	mass	PROPN
spir-8408	191	54	communication	communication	PROPN
spir-8408	191	55	university	university	PROPN
spir-8408	191	56	of	of	ADP
spir-8408	191	57	wisconsin	wisconsin	PROPN
spir-8408	191	58	-	-	PUNCT
spir-8408	191	59	madison	madison	PROPN
spir-8408	191	60	united	united	PROPN
spir-8408	191	61	states	states	PROPN
spir-8408	192	1	msteenson@wisc.edu	msteenson@wisc.edu	PROPN
spir-8408	193	1	abstract	abstract	ADJ
spir-8408	193	2	this	this	DET
spir-8408	193	3	paper	paper	NOUN
spir-8408	193	4	investigates	investigate	VERB
spir-8408	193	5	notions	notion	NOUN
spir-8408	193	6	of	of	ADP
spir-8408	193	7	identity	identity	NOUN
spir-8408	193	8	and	and	CCONJ
spir-8408	193	9	place	place	NOUN
spir-8408	193	10	as	as	ADP
spir-8408	193	11	a	a	DET
spir-8408	193	12	result	result	NOUN
spir-8408	193	13	of	of	ADP
spir-8408	193	14	genetic	genetic	ADJ
spir-8408	193	15	genealogy	genealogy	NOUN
spir-8408	193	16	.	.	PUNCT
spir-8408	194	1	one	one	NUM
spir-8408	194	2	’s	’s	PART
spir-8408	194	3	personal	personal	ADJ
spir-8408	194	4	relationship	relationship	NOUN
spir-8408	194	5	with	with	ADP
spir-8408	194	6	genetic	genetic	ADJ
spir-8408	194	7	genealogical	genealogical	ADJ
spir-8408	194	8	data	datum	NOUN
spir-8408	194	9	,	,	PUNCT
spir-8408	194	10	such	such	ADJ
spir-8408	194	11	as	as	ADP
spir-8408	194	12	from	from	ADP
spir-8408	194	13	dna	dna	PROPN
spir-8408	194	14	testing	testing	NOUN
spir-8408	194	15	services	service	NOUN
spir-8408	194	16	such	such	ADJ
spir-8408	194	17	as	as	ADP
spir-8408	194	18	23andme	23andme	NUM
spir-8408	194	19	,	,	PUNCT
spir-8408	194	20	offers	offer	VERB
spir-8408	194	21	another	another	DET
spir-8408	194	22	angle	angle	NOUN
spir-8408	194	23	on	on	ADP
spir-8408	194	24	digital	digital	ADJ
spir-8408	194	25	identity	identity	NOUN
spir-8408	194	26	.	.	PUNCT
spir-8408	195	1	using	use	VERB
spir-8408	195	2	a	a	DET
spir-8408	195	3	critical	critical	ADJ
spir-8408	195	4	cultural	cultural	ADJ
spir-8408	195	5	studies	study	NOUN
spir-8408	195	6	lens	len	NOUN
spir-8408	195	7	,	,	PUNCT
spir-8408	195	8	the	the	DET
spir-8408	195	9	author	author	NOUN
spir-8408	195	10	presents	present	VERB
spir-8408	195	11	juxtapositions	juxtaposition	NOUN
spir-8408	195	12	of	of	ADP
spir-8408	195	13	traditional	traditional	ADJ
spir-8408	195	14	knowledge	knowledge	NOUN
spir-8408	195	15	logics	logic	NOUN
spir-8408	195	16	for	for	ADP
spir-8408	195	17	explaining	explain	VERB
spir-8408	195	18	one	one	NUM
spir-8408	195	19	’s	’s	PART
spir-8408	195	20	ancestry	ancestry	NOUN
spir-8408	195	21	with	with	ADP
spir-8408	195	22	contemporary	contemporary	ADJ
spir-8408	195	23	interactions	interaction	NOUN
spir-8408	195	24	with	with	ADP
spir-8408	195	25	genetic	genetic	ADJ
spir-8408	195	26	data	datum	NOUN
spir-8408	195	27	.	.	PUNCT
spir-8408	196	1	the	the	DET
spir-8408	196	2	results	result	NOUN
spir-8408	196	3	raise	raise	VERB
spir-8408	196	4	important	important	ADJ
spir-8408	196	5	questions	question	NOUN
spir-8408	196	6	,	,	PUNCT
spir-8408	196	7	such	such	ADJ
spir-8408	196	8	as	as	ADP
spir-8408	196	9	:	:	PUNCT
spir-8408	196	10	what	what	PRON
spir-8408	196	11	does	do	AUX
spir-8408	196	12	it	it	PRON
spir-8408	196	13	mean	mean	VERB
spir-8408	196	14	when	when	SCONJ
spir-8408	196	15	dna	dna	PROPN
spir-8408	196	16	becomes	become	VERB
spir-8408	196	17	a	a	DET
spir-8408	196	18	place	place	NOUN
spir-8408	196	19	,	,	PUNCT
spir-8408	196	20	a	a	DET
spir-8408	196	21	location	location	NOUN
spir-8408	196	22	of	of	ADP
spir-8408	196	23	historical	historical	ADJ
spir-8408	196	24	significance	significance	NOUN
spir-8408	196	25	?	?	PUNCT
spir-8408	197	1	how	how	SCONJ
spir-8408	197	2	does	do	AUX
spir-8408	197	3	this	this	PRON
spir-8408	197	4	contribute	contribute	VERB
spir-8408	197	5	to	to	ADP
spir-8408	197	6	the	the	DET
spir-8408	197	7	notion	notion	NOUN
spir-8408	197	8	of	of	ADP
spir-8408	197	9	a	a	DET
spir-8408	197	10	meaningful	meaningful	ADJ
spir-8408	197	11	relationship	relationship	NOUN
spir-8408	197	12	derived	derive	VERB
spir-8408	197	13	through	through	ADP
spir-8408	197	14	engagement	engagement	NOUN
spir-8408	197	15	with	with	ADP
spir-8408	197	16	one	one	NUM
spir-8408	197	17	’s	’s	PART
spir-8408	197	18	own	own	ADJ
spir-8408	197	19	genetic	genetic	ADJ
spir-8408	197	20	data	datum	NOUN
spir-8408	197	21	?	?	PUNCT
spir-8408	198	1	and	and	CCONJ
spir-8408	198	2	how	how	SCONJ
spir-8408	198	3	does	do	AUX
spir-8408	198	4	that	that	PRON
spir-8408	198	5	change	change	VERB
spir-8408	198	6	notions	notion	NOUN
spir-8408	198	7	of	of	ADP
spir-8408	198	8	personal	personal	ADJ
spir-8408	198	9	identity	identity	NOUN
spir-8408	198	10	and	and	CCONJ
spir-8408	198	11	place	place	NOUN
spir-8408	198	12	-	-	PUNCT
spir-8408	198	13	identity	identity	NOUN
spir-8408	198	14	?	?	PUNCT
spir-8408	199	1	keywords	keyword	NOUN
spir-8408	199	2	23andme	23andme	NUM
spir-8408	199	3	;	;	PUNCT
spir-8408	199	4	algorithms	algorithm	NOUN
spir-8408	199	5	;	;	PUNCT
spir-8408	199	6	identity	identity	NOUN
spir-8408	199	7	;	;	PUNCT
spir-8408	199	8	place	place	NOUN
spir-8408	199	9	;	;	PUNCT
spir-8408	199	10	genetics	genetic	NOUN
spir-8408	199	11	mouth	mouth	NOUN
spir-8408	199	12	and	and	CCONJ
spir-8408	199	13	place	place	NOUN
spir-8408	199	14	:	:	PUNCT
spir-8408	199	15	an	an	DET
spir-8408	199	16	introduction	introduction	NOUN
spir-8408	199	17	of	of	ADP
spir-8408	199	18	sorts	sort	NOUN
spir-8408	199	19	perusing	peruse	VERB
spir-8408	199	20	my	my	PRON
spir-8408	199	21	family	family	NOUN
spir-8408	199	22	tree	tree	NOUN
spir-8408	199	23	,	,	PUNCT
spir-8408	199	24	i	i	PRON
spir-8408	199	25	came	come	VERB
spir-8408	199	26	across	across	ADP
spir-8408	199	27	a	a	DET
spir-8408	199	28	tinted	tinted	ADJ
spir-8408	199	29	photograph	photograph	NOUN
spir-8408	199	30	from	from	ADP
spir-8408	199	31	about	about	ADP
spir-8408	199	32	1890	1890	NUM
spir-8408	199	33	of	of	ADP
spir-8408	199	34	some	some	DET
spir-8408	199	35	relatives	relative	NOUN
spir-8408	199	36	on	on	ADP
spir-8408	199	37	my	my	PRON
spir-8408	199	38	mother	mother	NOUN
spir-8408	199	39	’s	’s	PART
spir-8408	199	40	side	side	NOUN
spir-8408	199	41	.	.	PUNCT
spir-8408	200	1	instantly	instantly	ADV
spir-8408	200	2	,	,	PUNCT
spir-8408	200	3	the	the	DET
spir-8408	200	4	girl	girl	NOUN
spir-8408	200	5	in	in	ADP
spir-8408	200	6	the	the	DET
spir-8408	200	7	left	left	ADJ
spir-8408	200	8	-	-	PUNCT
spir-8408	200	9	hand	hand	NOUN
spir-8408	200	10	corner	corner	NOUN
spir-8408	200	11	drew	draw	VERB
spir-8408	200	12	my	my	PRON
spir-8408	200	13	eye	eye	NOUN
spir-8408	200	14	,	,	PUNCT
spir-8408	200	15	or	or	CCONJ
spir-8408	200	16	more	more	ADV
spir-8408	200	17	specifically	specifically	ADV
spir-8408	200	18	,	,	PUNCT
spir-8408	200	19	her	her	PRON
spir-8408	200	20	mouth	mouth	NOUN
spir-8408	200	21	.	.	PUNCT
spir-8408	201	1	it	it	PRON
spir-8408	201	2	was	be	AUX
spir-8408	201	3	because	because	SCONJ
spir-8408	201	4	it	it	PRON
spir-8408	201	5	was	be	AUX
spir-8408	201	6	my	my	PRON
spir-8408	201	7	mouth	mouth	NOUN
spir-8408	201	8	.	.	PUNCT
spir-8408	202	1	the	the	DET
spir-8408	202	2	girl	girl	NOUN
spir-8408	202	3	in	in	ADP
spir-8408	202	4	the	the	DET
spir-8408	202	5	picture	picture	NOUN
spir-8408	202	6	is	be	AUX
spir-8408	202	7	my	my	PRON
spir-8408	202	8	great	great	ADJ
spir-8408	202	9	-	-	PUNCT
spir-8408	202	10	grandmother	grandmother	NOUN
spir-8408	202	11	,	,	PUNCT
spir-8408	202	12	ellen	ellen	PROPN
spir-8408	202	13	blower	blower	NOUN
spir-8408	202	14	.	.	PUNCT
spir-8408	203	1	i	i	PRON
spir-8408	203	2	compared	compare	VERB
spir-8408	203	3	it	it	PRON
spir-8408	203	4	with	with	ADP
spir-8408	203	5	the	the	DET
spir-8408	203	6	framed	framed	ADJ
spir-8408	203	7	picture	picture	NOUN
spir-8408	203	8	of	of	ADP
spir-8408	203	9	my	my	PRON
spir-8408	203	10	mother	mother	NOUN
spir-8408	203	11	at	at	ADP
spir-8408	203	12	age	age	NOUN
spir-8408	203	13	14	14	NUM
spir-8408	203	14	,	,	PUNCT
spir-8408	203	15	with	with	ADP
spir-8408	203	16	family	family	NOUN
spir-8408	203	17	pictures	picture	NOUN
spir-8408	203	18	of	of	ADP
spir-8408	203	19	my	my	PRON
spir-8408	203	20	aunt	aunt	NOUN
spir-8408	203	21	and	and	CCONJ
spir-8408	203	22	her	her	PRON
spir-8408	203	23	daughter	daughter	NOUN
spir-8408	203	24	.	.	PUNCT
spir-8408	204	1	from	from	ADP
spir-8408	204	2	1890	1890	NUM
spir-8408	204	3	to	to	ADP
spir-8408	204	4	today	today	NOUN
spir-8408	204	5	,	,	PUNCT
spir-8408	204	6	that	that	SCONJ
spir-8408	204	7	mouth	mouth	NOUN
spir-8408	204	8	repeats	repeat	VERB
spir-8408	204	9	in	in	ADP
spir-8408	204	10	the	the	DET
spir-8408	204	11	female	female	ADJ
spir-8408	204	12	descendants	descendant	NOUN
spir-8408	204	13	of	of	ADP
spir-8408	204	14	my	my	PRON
spir-8408	204	15	great	great	ADJ
spir-8408	204	16	-	-	PUNCT
spir-8408	204	17	grandmother	grandmother	NOUN
spir-8408	204	18	.	.	PUNCT
spir-8408	205	1	ellen	ellen	PROPN
spir-8408	205	2	was	be	AUX
spir-8408	205	3	born	bear	VERB
spir-8408	205	4	in	in	ADP
spir-8408	205	5	sheepy	sheepy	PROPN
spir-8408	205	6	magna	magna	PROPN
spir-8408	205	7	,	,	PUNCT
spir-8408	205	8	england	england	PROPN
spir-8408	205	9	.	.	PUNCT
spir-8408	206	1	she	she	PRON
spir-8408	206	2	moved	move	VERB
spir-8408	206	3	to	to	ADP
spir-8408	206	4	nearby	nearby	ADJ
spir-8408	206	5	hinckley	hinckley	PROPN
spir-8408	206	6	,	,	PUNCT
spir-8408	206	7	then	then	ADV
spir-8408	206	8	emigrated	emigrate	VERB
spir-8408	206	9	to	to	ADP
spir-8408	206	10	moline	moline	PROPN
spir-8408	206	11	,	,	PUNCT
spir-8408	206	12	illinois	illinois	PROPN
spir-8408	206	13	when	when	SCONJ
spir-8408	206	14	she	she	PRON
spir-8408	206	15	was	be	AUX
spir-8408	206	16	30	30	NUM
spir-8408	206	17	.	.	PUNCT
spir-8408	207	1	typing	type	VERB
spir-8408	207	2	“	"	PUNCT
spir-8408	207	3	sheepy	sheepy	ADJ
spir-8408	207	4	magna	magna	NOUN
spir-8408	207	5	”	"	PUNCT
spir-8408	207	6	into	into	ADP
spir-8408	207	7	google	google	PROPN
spir-8408	207	8	earth	earth	NOUN
spir-8408	207	9	yields	yield	VERB
spir-8408	207	10	a	a	DET
spir-8408	207	11	green	green	ADJ
spir-8408	207	12	quiltwork	quiltwork	NOUN
spir-8408	207	13	of	of	ADP
spir-8408	207	14	fields	field	NOUN
spir-8408	207	15	.	.	PUNCT
spir-8408	208	1	a	a	DET
spir-8408	208	2	google	google	PROPN
spir-8408	208	3	image	image	NOUN
spir-8408	208	4	search	search	NOUN
spir-8408	208	5	serves	serve	VERB
spir-8408	208	6	the	the	DET
spir-8408	208	7	sign	sign	NOUN
spir-8408	208	8	to	to	PART
spir-8408	208	9	sheepy	sheepy	VERB
spir-8408	208	10	magna	magna	PROPN
spir-8408	208	11	,	,	PUNCT
spir-8408	208	12	the	the	DET
spir-8408	208	13	church	church	NOUN
spir-8408	208	14	,	,	PUNCT
spir-8408	208	15	the	the	DET
spir-8408	208	16	main	main	ADJ
spir-8408	208	17	street	street	NOUN
spir-8408	208	18	,	,	PUNCT
spir-8408	208	19	a	a	DET
spir-8408	208	20	car	car	NOUN
spir-8408	208	21	submerged	submerge	VERB
spir-8408	208	22	in	in	ADP
spir-8408	208	23	a	a	DET
spir-8408	208	24	flood	flood	NOUN
spir-8408	208	25	,	,	PUNCT
spir-8408	208	26	the	the	DET
spir-8408	208	27	graveyard	graveyard	NOUN
spir-8408	208	28	of	of	ADP
spir-8408	208	29	people	people	NOUN
spir-8408	208	30	to	to	PART
spir-8408	208	31	whom	whom	PRON
spir-8408	208	32	i	i	PRON
spir-8408	208	33	am	be	AUX
spir-8408	208	34	related	relate	VERB
spir-8408	208	35	.	.	PUNCT
spir-8408	209	1	when	when	SCONJ
spir-8408	209	2	ellen	ellen	PROPN
spir-8408	209	3	emigrated	emigrate	VERB
spir-8408	209	4	to	to	ADP
spir-8408	209	5	the	the	DET
spir-8408	209	6	united	united	PROPN
spir-8408	209	7	states	states	PROPN
spir-8408	209	8	she	she	PRON
spir-8408	209	9	could	could	AUX
spir-8408	209	10	be	be	AUX
spir-8408	209	11	connected	connect	VERB
spir-8408	209	12	to	to	ADP
spir-8408	209	13	a	a	DET
spir-8408	209	14	new	new	ADJ
spir-8408	209	15	network	network	NOUN
spir-8408	209	16	of	of	ADP
spir-8408	209	17	places	place	NOUN
spir-8408	209	18	,	,	PUNCT
spir-8408	209	19	all	all	PRON
spir-8408	209	20	of	of	ADP
spir-8408	209	21	which	which	PRON
spir-8408	209	22	i	i	PRON
spir-8408	209	23	could	could	AUX
spir-8408	209	24	navigate	navigate	VERB
spir-8408	209	25	from	from	ADP
spir-8408	209	26	a	a	DET
spir-8408	209	27	screen	screen	NOUN
spir-8408	209	28	far	far	ADV
spir-8408	209	29	away	away	ADV
spir-8408	209	30	in	in	ADP
spir-8408	209	31	space	space	NOUN
spir-8408	209	32	and	and	CCONJ
spir-8408	209	33	time	time	NOUN
spir-8408	209	34	.	.	PUNCT
spir-8408	210	1	all	all	PRON
spir-8408	210	2	of	of	ADP
spir-8408	210	3	them	they	PRON
spir-8408	210	4	could	could	AUX
spir-8408	210	5	be	be	AUX
spir-8408	210	6	places	place	NOUN
spir-8408	210	7	that	that	PRON
spir-8408	210	8	contribute	contribute	VERB
spir-8408	210	9	to	to	ADP
spir-8408	210	10	her	her	PRON
spir-8408	210	11	sense	sense	NOUN
spir-8408	210	12	of	of	ADP
spir-8408	210	13	identity	identity	NOUN
spir-8408	210	14	;	;	PUNCT
spir-8408	210	15	all	all	PRON
spir-8408	210	16	of	of	ADP
spir-8408	210	17	them	they	PRON
spir-8408	210	18	represented	represent	VERB
spir-8408	210	19	by	by	ADP
spir-8408	210	20	contemporary	contemporary	ADJ
spir-8408	210	21	data	datum	NOUN
spir-8408	210	22	streams	stream	NOUN
spir-8408	210	23	that	that	PRON
spir-8408	210	24	are	be	AUX
spir-8408	210	25	meaningful	meaningful	ADJ
spir-8408	210	26	to	to	ADP
spir-8408	210	27	me	i	PRON
spir-8408	210	28	.	.	PUNCT
spir-8408	211	1	u5a1b1	u5a1b1	NOUN
spir-8408	211	2	when	when	SCONJ
spir-8408	211	3	i	i	PRON
spir-8408	211	4	joined	join	VERB
spir-8408	211	5	the	the	DET
spir-8408	211	6	23andme	23andme	NUM
spir-8408	211	7	genetic	genetic	ADJ
spir-8408	211	8	testing	testing	NOUN
spir-8408	211	9	service	service	NOUN
spir-8408	211	10	and	and	CCONJ
spir-8408	211	11	received	receive	VERB
spir-8408	211	12	my	my	PRON
spir-8408	211	13	results	result	NOUN
spir-8408	211	14	,	,	PUNCT
spir-8408	211	15	i	i	PRON
spir-8408	211	16	learned	learn	VERB
spir-8408	211	17	i	i	PRON
spir-8408	211	18	belonged	belong	VERB
spir-8408	211	19	to	to	ADP
spir-8408	211	20	the	the	DET
spir-8408	211	21	u5a1b1	u5a1b1	PROPN
spir-8408	211	22	haplogroup	haplogroup	NOUN
spir-8408	211	23	,	,	PUNCT
spir-8408	211	24	which	which	PRON
spir-8408	211	25	is	be	AUX
spir-8408	211	26	determined	determine	VERB
spir-8408	211	27	by	by	ADP
spir-8408	211	28	my	my	PRON
spir-8408	211	29	mitochondrial	mitochondrial	ADJ
spir-8408	211	30	dna	dna	NOUN
spir-8408	211	31	(	(	PUNCT
spir-8408	211	32	mtdna	mtdna	NOUN
spir-8408	211	33	)	)	PUNCT
spir-8408	211	34	.	.	PUNCT
spir-8408	212	1	mtdna	mtdna	PROPN
spir-8408	212	2	passes	pass	VERB
spir-8408	212	3	from	from	ADP
spir-8408	212	4	mother	mother	NOUN
spir-8408	212	5	to	to	ADP
spir-8408	212	6	daughter	daughter	NOUN
spir-8408	212	7	to	to	ADP
spir-8408	212	8	daughter	daughter	NOUN
spir-8408	212	9	,	,	PUNCT
spir-8408	212	10	marked	mark	VERB
spir-8408	212	11	by	by	ADP
spir-8408	212	12	a	a	DET
spir-8408	212	13	single	single	ADJ
spir-8408	212	14	nucleotide	nucleotide	NOUN
spir-8408	212	15	polymorphism	polymorphism	NOUN
spir-8408	212	16	(	(	PUNCT
spir-8408	212	17	snp	snp	ADJ
spir-8408	212	18	)	)	PUNCT
spir-8408	212	19	mutation	mutation	NOUN
spir-8408	212	20	that	that	PRON
spir-8408	212	21	took	take	VERB
spir-8408	212	22	place	place	NOUN
spir-8408	212	23	7000	7000	NUM
spir-8408	212	24	years	year	NOUN
spir-8408	212	25	ago	ago	ADV
spir-8408	212	26	.	.	PUNCT
spir-8408	213	1	its	its	PRON
spir-8408	213	2	umbrella	umbrella	NOUN
spir-8408	213	3	haplogroup	haplogroup	NOUN
spir-8408	213	4	u5	u5	PROPN
spir-8408	213	5	originated	originate	VERB
spir-8408	213	6	30–50,000	30–50,000	NUM
spir-8408	213	7	years	year	NOUN
spir-8408	213	8	ago	ago	ADV
spir-8408	213	9	as	as	ADP
spir-8408	213	10	humans	human	NOUN
spir-8408	213	11	migrated	migrate	VERB
spir-8408	213	12	from	from	ADP
spir-8408	213	13	the	the	DET
spir-8408	213	14	near	near	PROPN
spir-8408	213	15	east	east	PROPN
spir-8408	213	16	toward	toward	ADP
spir-8408	213	17	eurasia	eurasia	PROPN
spir-8408	213	18	.	.	PUNCT
spir-8408	214	1	while	while	SCONJ
spir-8408	214	2	u5	u5	PROPN
spir-8408	214	3	reaches	reach	VERB
spir-8408	214	4	across	across	ADP
spir-8408	214	5	africa	africa	PROPN
spir-8408	214	6	and	and	CCONJ
spir-8408	214	7	as	as	ADV
spir-8408	214	8	far	far	ADV
spir-8408	214	9	as	as	ADP
spir-8408	214	10	mongolia	mongolia	PROPN
spir-8408	214	11	,	,	PUNCT
spir-8408	214	12	its	its	PRON
spir-8408	214	13	center	center	NOUN
spir-8408	214	14	is	be	AUX
spir-8408	214	15	northern	northern	ADJ
spir-8408	214	16	europe	europe	PROPN
spir-8408	214	17	.	.	PUNCT
spir-8408	215	1	the	the	DET
spir-8408	215	2	mutation	mutation	NOUN
spir-8408	215	3	that	that	PRON
spir-8408	215	4	created	create	VERB
spir-8408	215	5	u5a	u5a	PROPN
spir-8408	215	6	,	,	PUNCT
spir-8408	215	7	the	the	DET
spir-8408	215	8	branch	branch	NOUN
spir-8408	215	9	to	to	PART
spir-8408	215	10	which	which	PRON
spir-8408	215	11	i	i	PRON
spir-8408	215	12	belong	belong	VERB
spir-8408	215	13	,	,	PUNCT
spir-8408	215	14	occurred	occur	VERB
spir-8408	215	15	20,000	20,000	NUM
spir-8408	215	16	years	year	NOUN
spir-8408	215	17	ago	ago	ADV
spir-8408	215	18	during	during	ADP
spir-8408	215	19	the	the	DET
spir-8408	215	20	ice	ice	NOUN
spir-8408	215	21	age	age	NOUN
spir-8408	215	22	,	,	PUNCT
spir-8408	215	23	keeping	keep	VERB
spir-8408	215	24	people	people	NOUN
spir-8408	215	25	in	in	ADP
spir-8408	215	26	southern	southern	ADJ
spir-8408	215	27	europe	europe	PROPN
spir-8408	215	28	;	;	PUNCT
spir-8408	215	29	15,000	15,000	NUM
spir-8408	215	30	years	year	NOUN
spir-8408	215	31	ago	ago	ADV
spir-8408	215	32	,	,	PUNCT
spir-8408	215	33	they	they	PRON
spir-8408	215	34	migrated	migrate	VERB
spir-8408	215	35	north	north	NOUN
spir-8408	215	36	to	to	ADP
spir-8408	215	37	norway	norway	PROPN
spir-8408	215	38	and	and	CCONJ
spir-8408	215	39	northern	northern	PROPN
spir-8408	215	40	germany	germany	PROPN
spir-8408	215	41	,	,	PUNCT
spir-8408	215	42	or	or	CCONJ
spir-8408	215	43	east	east	NOUN
spir-8408	215	44	toward	toward	ADP
spir-8408	215	45	turkey	turkey	NOUN
spir-8408	215	46	and	and	CCONJ
spir-8408	215	47	iran	iran	PROPN
spir-8408	215	48	in	in	ADP
spir-8408	215	49	smaller	small	ADJ
spir-8408	215	50	numbers	number	NOUN
spir-8408	215	51	.	.	PUNCT
spir-8408	216	1	the	the	DET
spir-8408	216	2	most	most	ADV
spir-8408	216	3	famous	famous	ADJ
spir-8408	216	4	u5a	u5a	ADJ
spir-8408	216	5	ancestor	ancestor	NOUN
spir-8408	216	6	is	be	AUX
spir-8408	216	7	“	"	PUNCT
spir-8408	216	8	cheddar	cheddar	NOUN
spir-8408	216	9	man	man	NOUN
spir-8408	216	10	,	,	PUNCT
spir-8408	216	11	”	"	PUNCT
spir-8408	216	12	a	a	DET
spir-8408	216	13	9,000	9,000	NUM
spir-8408	216	14	year	year	NOUN
spir-8408	216	15	old	old	ADJ
spir-8408	216	16	skeleton	skeleton	NOUN
spir-8408	216	17	discovered	discover	VERB
spir-8408	216	18	in	in	ADP
spir-8408	216	19	a	a	DET
spir-8408	216	20	cave	cave	NOUN
spir-8408	216	21	in	in	ADP
spir-8408	216	22	cheddar	cheddar	PROPN
spir-8408	216	23	,	,	PUNCT
spir-8408	216	24	england	england	PROPN
spir-8408	216	25	,	,	PUNCT
spir-8408	216	26	whose	whose	DET
spir-8408	216	27	haplogroup	haplogroup	NOUN
spir-8408	216	28	was	be	AUX
spir-8408	216	29	determined	determine	VERB
spir-8408	216	30	through	through	ADP
spir-8408	216	31	mtdna	mtdna	NOUN
spir-8408	216	32	testing	testing	NOUN
spir-8408	216	33	of	of	ADP
spir-8408	216	34	a	a	DET
spir-8408	216	35	tooth	tooth	NOUN
spir-8408	216	36	,	,	PUNCT
spir-8408	216	37	and	and	CCONJ
spir-8408	216	38	1–1.5	1–1.5	NUM
spir-8408	216	39	%	%	NOUN
spir-8408	216	40	of	of	ADP
spir-8408	216	41	the	the	DET
spir-8408	216	42	population	population	NOUN
spir-8408	216	43	of	of	ADP
spir-8408	216	44	the	the	DET
spir-8408	216	45	uk	uk	PROPN
spir-8408	216	46	is	be	AUX
spir-8408	216	47	likely	likely	ADJ
spir-8408	216	48	to	to	PART
spir-8408	216	49	share	share	VERB
spir-8408	216	50	the	the	DET
spir-8408	216	51	u5a	u5a	NOUN
spir-8408	216	52	haplogroup	haplogroup	NOUN
spir-8408	216	53	(	(	PUNCT
spir-8408	216	54	lyall	lyall	NOUN
spir-8408	216	55	,	,	PUNCT
spir-8408	216	56	1997	1997	NUM
spir-8408	216	57	)	)	PUNCT
spir-8408	216	58	.	.	PUNCT
spir-8408	217	1	the	the	DET
spir-8408	217	2	mutations	mutation	NOUN
spir-8408	217	3	in	in	ADP
spir-8408	217	4	mtdna	mtdna	NOUN
spir-8408	217	5	take	take	VERB
spir-8408	217	6	place	place	NOUN
spir-8408	217	7	slowly	slowly	ADV
spir-8408	217	8	over	over	ADP
spir-8408	217	9	time	time	NOUN
spir-8408	217	10	:	:	PUNCT
spir-8408	217	11	an	an	DET
spir-8408	217	12	ancestor	ancestor	NOUN
spir-8408	217	13	from	from	ADP
spir-8408	217	14	further	far	ADV
spir-8408	217	15	back	back	ADV
spir-8408	217	16	in	in	ADP
spir-8408	217	17	time	time	NOUN
spir-8408	217	18	is	be	AUX
spir-8408	217	19	more	more	ADV
spir-8408	217	20	likely	likely	ADJ
spir-8408	217	21	to	to	PART
spir-8408	217	22	manifest	manifest	VERB
spir-8408	217	23	a	a	DET
spir-8408	217	24	mutation	mutation	NOUN
spir-8408	217	25	along	along	ADP
spir-8408	217	26	the	the	DET
spir-8408	217	27	way	way	NOUN
spir-8408	217	28	than	than	ADP
spir-8408	217	29	someone	someone	PRON
spir-8408	217	30	a	a	DET
spir-8408	217	31	few	few	ADJ
spir-8408	217	32	generations	generation	NOUN
spir-8408	217	33	back	back	ADV
spir-8408	217	34	(	(	PUNCT
spir-8408	217	35	sykes	sykes	PROPN
spir-8408	217	36	,	,	PUNCT
spir-8408	217	37	2002	2002	NUM
spir-8408	217	38	)	)	PUNCT
spir-8408	217	39	.	.	PUNCT
spir-8408	218	1	selected	select	VERB
spir-8408	218	2	papers	paper	NOUN
spir-8408	218	3	of	of	ADP
spir-8408	218	4	internet	internet	NOUN
spir-8408	218	5	research	research	NOUN
spir-8408	218	6	14.0	14.0	NUM
spir-8408	218	7	,	,	PUNCT
spir-8408	218	8	2013	2013	NUM
spir-8408	218	9	:	:	PUNCT
spir-8408	218	10	denver	denver	PROPN
spir-8408	218	11	,	,	PUNCT
spir-8408	218	12	usa	usa	PROPN
spir-8408	218	13	2	2	NUM
spir-8408	218	14	just	just	ADV
spir-8408	218	15	as	as	SCONJ
spir-8408	218	16	i	i	PRON
spir-8408	218	17	could	could	AUX
spir-8408	218	18	trace	trace	VERB
spir-8408	218	19	my	my	PRON
spir-8408	218	20	mouth	mouth	NOUN
spir-8408	218	21	through	through	ADP
spir-8408	218	22	what	what	PRON
spir-8408	218	23	i	i	PRON
spir-8408	218	24	could	could	AUX
spir-8408	218	25	see	see	VERB
spir-8408	218	26	in	in	ADP
spir-8408	218	27	a	a	DET
spir-8408	218	28	photograph	photograph	NOUN
spir-8408	218	29	,	,	PUNCT
spir-8408	218	30	a	a	DET
spir-8408	218	31	testing	testing	NOUN
spir-8408	218	32	service	service	NOUN
spir-8408	218	33	that	that	PRON
spir-8408	218	34	made	make	VERB
spir-8408	218	35	tangible	tangible	ADJ
spir-8408	218	36	my	my	PRON
spir-8408	218	37	mtdna	mtdna	NOUN
spir-8408	218	38	and	and	CCONJ
spir-8408	218	39	maternal	maternal	ADJ
spir-8408	218	40	haplogroup	haplogroup	NOUN
spir-8408	218	41	allowed	allow	VERB
spir-8408	218	42	me	i	PRON
spir-8408	218	43	to	to	PART
spir-8408	218	44	trace	trace	VERB
spir-8408	218	45	that	that	DET
spir-8408	218	46	same	same	ADJ
spir-8408	218	47	flow	flow	NOUN
spir-8408	218	48	,	,	PUNCT
spir-8408	218	49	my	my	PRON
spir-8408	218	50	mother	mother	NOUN
spir-8408	218	51	’s	’s	PART
spir-8408	218	52	mother	mother	NOUN
spir-8408	218	53	’s	’s	PART
spir-8408	218	54	mother	mother	NOUN
spir-8408	218	55	back	back	ADV
spir-8408	218	56	7000	7000	NUM
spir-8408	218	57	,	,	PUNCT
spir-8408	218	58	20,000	20,000	NUM
spir-8408	218	59	,	,	PUNCT
spir-8408	218	60	40,000	40,000	NUM
spir-8408	218	61	years	year	NOUN
spir-8408	218	62	.	.	PUNCT
spir-8408	219	1	the	the	DET
spir-8408	219	2	23andme	23andme	PROPN
spir-8408	219	3	database	database	NOUN
spir-8408	219	4	identifies	identify	VERB
spir-8408	219	5	similarities	similarity	NOUN
spir-8408	219	6	in	in	ADP
spir-8408	219	7	runs	run	NOUN
spir-8408	219	8	of	of	ADP
spir-8408	219	9	snps	snps	NOUN
spir-8408	219	10	,	,	PUNCT
spir-8408	219	11	suggesting	suggest	VERB
spir-8408	219	12	family	family	NOUN
spir-8408	219	13	relationships	relationship	NOUN
spir-8408	219	14	beyond	beyond	ADP
spir-8408	219	15	coincidence	coincidence	NOUN
spir-8408	219	16	.	.	PUNCT
spir-8408	220	1	maureen	maureen	PROPN
spir-8408	220	2	,	,	PUNCT
spir-8408	220	3	a	a	DET
spir-8408	220	4	possible	possible	ADJ
spir-8408	220	5	4th	4th	ADJ
spir-8408	220	6	to	to	ADP
spir-8408	220	7	7th	7th	ADJ
spir-8408	220	8	cousin	cousin	NOUN
spir-8408	220	9	,	,	PUNCT
spir-8408	220	10	contacted	contact	VERB
spir-8408	220	11	me	i	PRON
spir-8408	220	12	on	on	ADP
spir-8408	220	13	23andme	23andme	NUM
spir-8408	220	14	:	:	PUNCT
spir-8408	220	15	we	we	PRON
spir-8408	220	16	have	have	VERB
spir-8408	220	17	a	a	DET
spir-8408	220	18	run	run	NOUN
spir-8408	220	19	of	of	ADP
spir-8408	220	20	i	i	PRON
spir-8408	220	21	think	think	VERB
spir-8408	220	22	around	around	ADP
spir-8408	220	23	1800	1800	NUM
spir-8408	220	24	snps	snps	NOUN
spir-8408	220	25	that	that	PRON
spir-8408	220	26	are	be	AUX
spir-8408	220	27	identical	identical	ADJ
spir-8408	220	28	on	on	ADP
spir-8408	220	29	chromosome	chromosome	NOUN
spir-8408	220	30	2	2	NUM
spir-8408	220	31	.	.	PUNCT
spir-8408	221	1	that	that	PRON
spir-8408	221	2	probably	probably	ADV
spir-8408	221	3	suggests	suggest	VERB
spir-8408	221	4	that	that	SCONJ
spir-8408	221	5	we	we	PRON
spir-8408	221	6	are	be	AUX
spir-8408	221	7	5th	5th	ADJ
spir-8408	221	8	or	or	CCONJ
spir-8408	221	9	maybe	maybe	ADV
spir-8408	221	10	4th	4th	ADJ
spir-8408	221	11	cousins	cousin	NOUN
spir-8408	221	12	which	which	PRON
spir-8408	221	13	suggests	suggest	VERB
spir-8408	221	14	we	we	PRON
spir-8408	221	15	probably	probably	ADV
spir-8408	221	16	have	have	VERB
spir-8408	221	17	a	a	DET
spir-8408	221	18	great	great	ADJ
spir-8408	221	19	great	great	ADJ
spir-8408	221	20	great	great	ADJ
spir-8408	221	21	grandparent	grandparent	NOUN
spir-8408	221	22	that	that	PRON
spir-8408	221	23	is	be	AUX
spir-8408	221	24	the	the	DET
spir-8408	221	25	same	same	ADJ
spir-8408	221	26	.	.	PUNCT
spir-8408	222	1	(	(	PUNCT
spir-8408	222	2	maureen	maureen	PROPN
spir-8408	222	3	,	,	PUNCT
spir-8408	222	4	personal	personal	ADJ
spir-8408	222	5	correspondence	correspondence	NOUN
spir-8408	222	6	with	with	ADP
spir-8408	222	7	the	the	DET
spir-8408	222	8	author	author	NOUN
spir-8408	222	9	)	)	PUNCT
spir-8408	222	10	whereas	whereas	SCONJ
spir-8408	222	11	i	i	PRON
spir-8408	222	12	looked	look	VERB
spir-8408	222	13	at	at	ADP
spir-8408	222	14	the	the	DET
spir-8408	222	15	shape	shape	NOUN
spir-8408	222	16	of	of	ADP
spir-8408	222	17	a	a	DET
spir-8408	222	18	mouth	mouth	NOUN
spir-8408	222	19	in	in	ADP
spir-8408	222	20	a	a	DET
spir-8408	222	21	photograph	photograph	NOUN
spir-8408	222	22	and	and	CCONJ
spir-8408	222	23	identified	identify	VERB
spir-8408	222	24	my	my	PRON
spir-8408	222	25	great	great	ADJ
spir-8408	222	26	-	-	PUNCT
spir-8408	222	27	grandmother	grandmother	NOUN
spir-8408	222	28	,	,	PUNCT
spir-8408	222	29	maureen	maureen	PROPN
spir-8408	222	30	looked	look	VERB
spir-8408	222	31	at	at	ADP
spir-8408	222	32	data	datum	NOUN
spir-8408	222	33	,	,	PUNCT
spir-8408	222	34	comparing	compare	VERB
spir-8408	222	35	them	they	PRON
spir-8408	222	36	in	in	ADP
spir-8408	222	37	an	an	DET
spir-8408	222	38	excel	excel	NOUN
spir-8408	222	39	spreadsheet	spreadsheet	NOUN
spir-8408	222	40	she	she	PRON
spir-8408	222	41	keeps	keep	VERB
spir-8408	222	42	in	in	ADP
spir-8408	222	43	order	order	NOUN
spir-8408	222	44	to	to	PART
spir-8408	222	45	compare	compare	VERB
spir-8408	222	46	her	her	PRON
spir-8408	222	47	chromosomal	chromosomal	ADJ
spir-8408	222	48	similarities	similarity	NOUN
spir-8408	222	49	to	to	ADP
spir-8408	222	50	people	people	NOUN
spir-8408	222	51	that	that	SCONJ
spir-8408	222	52	23andme	23andme	NUM
spir-8408	222	53	identifies	identify	VERB
spir-8408	222	54	as	as	ADP
spir-8408	222	55	potential	potential	ADJ
spir-8408	222	56	relatives	relative	NOUN
spir-8408	222	57	.	.	PUNCT
spir-8408	223	1	in	in	ADP
spir-8408	223	2	maureen	maureen	PROPN
spir-8408	223	3	’s	’s	PART
spir-8408	223	4	characterization	characterization	NOUN
spir-8408	223	5	,	,	PUNCT
spir-8408	223	6	chromosomes	chromosome	NOUN
spir-8408	223	7	,	,	PUNCT
spir-8408	223	8	too	too	ADV
spir-8408	223	9	,	,	PUNCT
spir-8408	223	10	are	be	AUX
spir-8408	223	11	a	a	DET
spir-8408	223	12	place	place	NOUN
spir-8408	223	13	.	.	PUNCT
spir-8408	224	1	they	they	PRON
spir-8408	224	2	are	be	AUX
spir-8408	224	3	themselves	themselves	PRON
spir-8408	224	4	a	a	DET
spir-8408	224	5	location	location	NOUN
spir-8408	224	6	with	with	ADP
spir-8408	224	7	the	the	DET
spir-8408	224	8	data	datum	NOUN
spir-8408	224	9	for	for	ADP
spir-8408	224	10	certain	certain	ADJ
spir-8408	224	11	traits	trait	NOUN
spir-8408	224	12	;	;	PUNCT
spir-8408	224	13	a	a	DET
spir-8408	224	14	location	location	NOUN
spir-8408	224	15	that	that	PRON
spir-8408	224	16	points	point	VERB
spir-8408	224	17	to	to	ADP
spir-8408	224	18	the	the	DET
spir-8408	224	19	potential	potential	ADJ
spir-8408	224	20	geography	geography	NOUN
spir-8408	224	21	from	from	ADP
spir-8408	224	22	which	which	PRON
spir-8408	224	23	those	those	DET
spir-8408	224	24	traits	trait	NOUN
spir-8408	224	25	derive	derive	VERB
spir-8408	224	26	;	;	PUNCT
spir-8408	224	27	but	but	CCONJ
spir-8408	224	28	also	also	ADV
spir-8408	224	29	a	a	DET
spir-8408	224	30	locus	locus	NOUN
spir-8408	224	31	of	of	ADP
spir-8408	224	32	personal	personal	ADJ
spir-8408	224	33	meaning	meaning	NOUN
spir-8408	224	34	:	:	PUNCT
spir-8408	224	35	i	i	PRON
spir-8408	224	36	think	think	VERB
spir-8408	224	37	our	our	PRON
spir-8408	224	38	connection	connection	NOUN
spir-8408	224	39	may	may	AUX
spir-8408	224	40	be	be	AUX
spir-8408	224	41	on	on	ADP
spir-8408	224	42	the	the	DET
spir-8408	224	43	anderson	anderson	PROPN
spir-8408	224	44	side	side	NOUN
spir-8408	224	45	either	either	CCONJ
spir-8408	224	46	from	from	ADP
spir-8408	224	47	the	the	DET
spir-8408	224	48	group	group	NOUN
spir-8408	224	49	that	that	PRON
spir-8408	224	50	stayed	stay	VERB
spir-8408	224	51	in	in	ADP
spir-8408	224	52	sweden	sweden	PROPN
spir-8408	224	53	or	or	CCONJ
spir-8408	224	54	the	the	DET
spir-8408	224	55	branch	branch	NOUN
spir-8408	224	56	that	that	PRON
spir-8408	224	57	went	go	VERB
spir-8408	224	58	to	to	ADP
spir-8408	224	59	norway	norway	PROPN
spir-8408	224	60	.	.	PUNCT
spir-8408	225	1	i	i	PRON
spir-8408	225	2	say	say	VERB
spir-8408	225	3	that	that	SCONJ
spir-8408	225	4	because	because	SCONJ
spir-8408	225	5	on	on	ADP
spir-8408	225	6	the	the	DET
spir-8408	225	7	place	place	NOUN
spir-8408	225	8	we	we	PRON
spir-8408	225	9	share	share	VERB
spir-8408	225	10	on	on	ADP
spir-8408	225	11	chromosome	chromosome	NOUN
spir-8408	225	12	2	2	NUM
spir-8408	225	13	i	i	PRON
spir-8408	225	14	also	also	ADV
spir-8408	225	15	share	share	VERB
spir-8408	225	16	some	some	DET
spir-8408	225	17	overlapping	overlap	VERB
spir-8408	225	18	genes	gene	NOUN
spir-8408	225	19	with	with	ADP
spir-8408	225	20	a	a	DET
spir-8408	225	21	3rd	3rd	ADJ
spir-8408	225	22	cousin	cousin	NOUN
spir-8408	225	23	who	who	PRON
spir-8408	225	24	still	still	ADV
spir-8408	225	25	lives	live	VERB
spir-8408	225	26	in	in	ADP
spir-8408	225	27	sweden	sweden	NOUN
spir-8408	225	28	whose	whose	DET
spir-8408	225	29	family	family	NOUN
spir-8408	225	30	came	come	VERB
spir-8408	225	31	from	from	ADP
spir-8408	225	32	stafsinge	stafsinge	NOUN
spir-8408	225	33	.	.	PUNCT
spir-8408	226	1	(	(	PUNCT
spir-8408	226	2	maureen	maureen	PROPN
spir-8408	226	3	,	,	PUNCT
spir-8408	226	4	personal	personal	ADJ
spir-8408	226	5	correspondence	correspondence	NOUN
spir-8408	226	6	,	,	PUNCT
spir-8408	226	7	emphasis	emphasis	NOUN
spir-8408	226	8	mine	mine	NOUN
spir-8408	226	9	)	)	PUNCT
spir-8408	226	10	in	in	ADP
spir-8408	226	11	this	this	DET
spir-8408	226	12	message	message	NOUN
spir-8408	226	13	,	,	PUNCT
spir-8408	226	14	maureen	maureen	PROPN
spir-8408	226	15	conflates	conflate	VERB
spir-8408	226	16	three	three	NUM
spir-8408	226	17	elements	element	NOUN
spir-8408	226	18	:	:	PUNCT
spir-8408	226	19	chromosome	chromosome	NOUN
spir-8408	226	20	2	2	NUM
spir-8408	226	21	is	be	AUX
spir-8408	226	22	a	a	DET
spir-8408	226	23	“	"	PUNCT
spir-8408	226	24	place	place	NOUN
spir-8408	226	25	”	"	PUNCT
spir-8408	226	26	where	where	SCONJ
spir-8408	226	27	we	we	PRON
spir-8408	226	28	connect	connect	VERB
spir-8408	226	29	;	;	PUNCT
spir-8408	226	30	this	this	DET
spir-8408	226	31	same	same	ADJ
spir-8408	226	32	place	place	NOUN
spir-8408	226	33	on	on	ADP
spir-8408	226	34	chromosome	chromosome	NOUN
spir-8408	226	35	2	2	NUM
spir-8408	226	36	connects	connect	VERB
spir-8408	226	37	both	both	PRON
spir-8408	226	38	of	of	ADP
spir-8408	226	39	us	we	PRON
spir-8408	226	40	to	to	ADP
spir-8408	226	41	sweden	sweden	PROPN
spir-8408	226	42	and	and	CCONJ
spir-8408	226	43	another	another	DET
spir-8408	226	44	relative	relative	NOUN
spir-8408	226	45	;	;	PUNCT
spir-8408	226	46	and	and	CCONJ
spir-8408	226	47	chromosome	chromosome	NOUN
spir-8408	226	48	2	2	NUM
spir-8408	226	49	is	be	AUX
spir-8408	226	50	a	a	DET
spir-8408	226	51	place	place	NOUN
spir-8408	226	52	that	that	PRON
spir-8408	226	53	she	she	PRON
spir-8408	226	54	can	can	AUX
spir-8408	226	55	access	access	VERB
spir-8408	226	56	,	,	PUNCT
spir-8408	226	57	visualize	visualize	VERB
spir-8408	226	58	and	and	CCONJ
spir-8408	226	59	navigate	navigate	VERB
spir-8408	226	60	,	,	PUNCT
spir-8408	226	61	just	just	ADV
spir-8408	226	62	as	as	SCONJ
spir-8408	226	63	i	i	PRON
spir-8408	226	64	accessed	access	VERB
spir-8408	226	65	,	,	PUNCT
spir-8408	226	66	visualized	visualize	VERB
spir-8408	226	67	and	and	CCONJ
spir-8408	226	68	navigated	navigate	VERB
spir-8408	226	69	the	the	DET
spir-8408	226	70	visual	visual	ADJ
spir-8408	226	71	similarities	similarity	NOUN
spir-8408	226	72	across	across	ADP
spir-8408	226	73	my	my	PRON
spir-8408	226	74	family	family	NOUN
spir-8408	226	75	,	,	PUNCT
spir-8408	226	76	as	as	SCONJ
spir-8408	226	77	mapped	map	VERB
spir-8408	226	78	on	on	ADP
spir-8408	226	79	a	a	DET
spir-8408	226	80	tree	tree	NOUN
spir-8408	226	81	.	.	PUNCT
spir-8408	227	1	discussion	discussion	NOUN
spir-8408	227	2	this	this	DET
spir-8408	227	3	paper	paper	NOUN
spir-8408	227	4	seeks	seek	VERB
spir-8408	227	5	to	to	PART
spir-8408	227	6	investigate	investigate	VERB
spir-8408	227	7	notions	notion	NOUN
spir-8408	227	8	of	of	ADP
spir-8408	227	9	identity	identity	NOUN
spir-8408	227	10	and	and	CCONJ
spir-8408	227	11	place	place	NOUN
spir-8408	227	12	as	as	ADP
spir-8408	227	13	a	a	DET
spir-8408	227	14	result	result	NOUN
spir-8408	227	15	of	of	ADP
spir-8408	227	16	genetic	genetic	ADJ
spir-8408	227	17	genealogy	genealogy	NOUN
spir-8408	227	18	.	.	PUNCT
spir-8408	228	1	an	an	DET
spir-8408	228	2	individual	individual	NOUN
spir-8408	228	3	’s	’s	PART
spir-8408	228	4	sense	sense	NOUN
spir-8408	228	5	of	of	ADP
spir-8408	228	6	place	place	NOUN
spir-8408	228	7	that	that	PRON
spir-8408	228	8	conventionally	conventionally	ADV
spir-8408	228	9	corresponds	correspond	VERB
spir-8408	228	10	to	to	ADP
spir-8408	228	11	a	a	DET
spir-8408	228	12	hometown	hometown	NOUN
spir-8408	228	13	or	or	CCONJ
spir-8408	228	14	ancestral	ancestral	ADJ
spir-8408	228	15	land	land	NOUN
spir-8408	228	16	can	can	AUX
spir-8408	228	17	also	also	ADV
spir-8408	228	18	be	be	AUX
spir-8408	228	19	found	find	VERB
spir-8408	228	20	in	in	ADP
spir-8408	228	21	how	how	SCONJ
spir-8408	228	22	people	people	NOUN
spir-8408	228	23	talk	talk	VERB
spir-8408	228	24	about	about	ADP
spir-8408	228	25	their	their	PRON
spir-8408	228	26	chromosomes	chromosome	NOUN
spir-8408	228	27	when	when	SCONJ
spir-8408	228	28	they	they	PRON
spir-8408	228	29	engage	engage	VERB
spir-8408	228	30	with	with	ADP
spir-8408	228	31	genetic	genetic	ADJ
spir-8408	228	32	genealogy	genealogy	NOUN
spir-8408	228	33	tools	tool	NOUN
spir-8408	228	34	.	.	PUNCT
spir-8408	229	1	for	for	ADP
spir-8408	229	2	such	such	ADJ
spir-8408	229	3	individuals	individual	NOUN
spir-8408	229	4	,	,	PUNCT
spir-8408	229	5	a	a	DET
spir-8408	229	6	part	part	NOUN
spir-8408	229	7	of	of	ADP
spir-8408	229	8	chromosome	chromosome	NOUN
spir-8408	229	9	2	2	NUM
spir-8408	229	10	may	may	AUX
spir-8408	229	11	have	have	VERB
spir-8408	229	12	as	as	ADV
spir-8408	229	13	much	much	ADJ
spir-8408	229	14	meaning	meaning	NOUN
spir-8408	229	15	as	as	ADP
spir-8408	229	16	a	a	DET
spir-8408	229	17	shared	shared	ADJ
spir-8408	229	18	hometown	hometown	NOUN
spir-8408	229	19	or	or	CCONJ
spir-8408	229	20	physical	physical	ADJ
spir-8408	229	21	characteristic	characteristic	NOUN
spir-8408	229	22	for	for	ADP
spir-8408	229	23	another	another	PRON
spir-8408	229	24	.	.	PUNCT
spir-8408	230	1	one	one	NUM
spir-8408	230	2	’s	’s	PART
spir-8408	230	3	personal	personal	ADJ
spir-8408	230	4	relationship	relationship	NOUN
spir-8408	230	5	with	with	ADP
spir-8408	230	6	genetic	genetic	ADJ
spir-8408	230	7	genealogical	genealogical	ADJ
spir-8408	230	8	data	datum	NOUN
spir-8408	230	9	,	,	PUNCT
spir-8408	230	10	such	such	ADJ
spir-8408	230	11	as	as	ADP
spir-8408	230	12	from	from	ADP
spir-8408	230	13	dna	dna	PROPN
spir-8408	230	14	testing	testing	NOUN
spir-8408	230	15	sites	site	NOUN
spir-8408	230	16	,	,	PUNCT
spir-8408	230	17	offers	offer	VERB
spir-8408	230	18	another	another	DET
spir-8408	230	19	angle	angle	NOUN
spir-8408	230	20	on	on	ADP
spir-8408	230	21	digital	digital	ADJ
spir-8408	230	22	identity	identity	NOUN
spir-8408	230	23	.	.	PUNCT
spir-8408	231	1	throughout	throughout	ADP
spir-8408	231	2	the	the	DET
spir-8408	231	3	early	early	ADJ
spir-8408	231	4	1990s	1990	NOUN
spir-8408	231	5	,	,	PUNCT
spir-8408	231	6	turkle	turkle	NOUN
spir-8408	231	7	noted	note	VERB
spir-8408	231	8	the	the	DET
spir-8408	231	9	growing	grow	VERB
spir-8408	231	10	multiplicity	multiplicity	NOUN
spir-8408	231	11	of	of	ADP
spir-8408	231	12	identities	identity	NOUN
spir-8408	231	13	as	as	ADP
spir-8408	231	14	“	"	PUNCT
spir-8408	231	15	a	a	DET
spir-8408	231	16	set	set	NOUN
spir-8408	231	17	of	of	ADP
spir-8408	231	18	roles	role	NOUN
spir-8408	231	19	that	that	PRON
spir-8408	231	20	can	can	AUX
spir-8408	231	21	be	be	AUX
spir-8408	231	22	mixed	mix	VERB
spir-8408	231	23	and	and	CCONJ
spir-8408	231	24	matched	match	VERB
spir-8408	231	25	,	,	PUNCT
spir-8408	231	26	whose	whose	DET
spir-8408	231	27	diverse	diverse	ADJ
spir-8408	231	28	demands	demand	NOUN
spir-8408	231	29	need	need	VERB
spir-8408	231	30	to	to	PART
spir-8408	231	31	be	be	AUX
spir-8408	231	32	negotiated	negotiate	VERB
spir-8408	231	33	”	"	PUNCT
spir-8408	231	34	(	(	PUNCT
spir-8408	231	35	turkle	turkle	NOUN
spir-8408	231	36	,	,	PUNCT
spir-8408	231	37	1997	1997	NUM
spir-8408	231	38	,	,	PUNCT
spir-8408	231	39	p.	p.	NOUN
spir-8408	231	40	180	180	NUM
spir-8408	231	41	)	)	PUNCT
spir-8408	231	42	.	.	PUNCT
spir-8408	232	1	martin	martin	PROPN
spir-8408	232	2	’s	’s	PART
spir-8408	232	3	(	(	PUNCT
spir-8408	232	4	1992	1992	NUM
spir-8408	232	5	)	)	PUNCT
spir-8408	232	6	study	study	NOUN
spir-8408	232	7	of	of	ADP
spir-8408	232	8	people	people	NOUN
spir-8408	232	9	’s	’s	PART
spir-8408	232	10	identifications	identification	NOUN
spir-8408	232	11	with	with	ADP
spir-8408	232	12	their	their	PRON
spir-8408	232	13	immune	immune	ADJ
spir-8408	232	14	systems	system	NOUN
spir-8408	232	15	demonstrate	demonstrate	VERB
spir-8408	232	16	how	how	SCONJ
spir-8408	232	17	these	these	DET
spir-8408	232	18	experiences	experience	NOUN
spir-8408	232	19	are	be	AUX
spir-8408	232	20	marked	mark	VERB
spir-8408	232	21	by	by	ADP
spir-8408	232	22	distorting	distort	VERB
spir-8408	232	23	and	and	CCONJ
spir-8408	232	24	scale	scale	NOUN
spir-8408	232	25	-	-	PUNCT
spir-8408	232	26	shifting	shift	VERB
spir-8408	232	27	notions	notion	NOUN
spir-8408	232	28	of	of	ADP
spir-8408	232	29	time	time	NOUN
spir-8408	232	30	and	and	CCONJ
spir-8408	232	31	space	space	NOUN
spir-8408	232	32	.	.	PUNCT
spir-8408	233	1	she	she	PRON
spir-8408	233	2	writes	write	VERB
spir-8408	233	3	,	,	PUNCT
spir-8408	233	4	“	"	PUNCT
spir-8408	233	5	the	the	DET
spir-8408	233	6	self	self	NOUN
spir-8408	233	7	has	have	AUX
spir-8408	233	8	retreated	retreat	VERB
spir-8408	233	9	inside	inside	ADP
spir-8408	233	10	the	the	DET
spir-8408	233	11	body	body	NOUN
spir-8408	233	12	,	,	PUNCT
spir-8408	233	13	is	be	AUX
spir-8408	233	14	a	a	DET
spir-8408	233	15	witness	witness	NOUN
spir-8408	233	16	to	to	ADP
spir-8408	233	17	itself	itself	PRON
spir-8408	233	18	,	,	PUNCT
spir-8408	233	19	a	a	DET
spir-8408	233	20	tiny	tiny	ADJ
spir-8408	233	21	figure	figure	NOUN
spir-8408	233	22	in	in	ADP
spir-8408	233	23	a	a	DET
spir-8408	233	24	cosmic	cosmic	ADJ
spir-8408	233	25	landscape	landscape	NOUN
spir-8408	233	26	,	,	PUNCT
spir-8408	233	27	which	which	PRON
spir-8408	233	28	is	be	AUX
spir-8408	233	29	the	the	DET
spir-8408	233	30	body	body	NOUN
spir-8408	233	31	”	"	PUNCT
spir-8408	233	32	(	(	PUNCT
spir-8408	233	33	p.	p.	NOUN
spir-8408	233	34	125	125	NUM
spir-8408	233	35	)	)	PUNCT
spir-8408	233	36	.	.	PUNCT
spir-8408	234	1	more	more	ADJ
spir-8408	234	2	than	than	ADP
spir-8408	234	3	a	a	DET
spir-8408	234	4	“	"	PUNCT
spir-8408	234	5	distributed	distribute	VERB
spir-8408	234	6	presence	presence	NOUN
spir-8408	234	7	”	"	PUNCT
spir-8408	234	8	(	(	PUNCT
spir-8408	234	9	turkle	turkle	NOUN
spir-8408	234	10	,	,	PUNCT
spir-8408	234	11	1997	1997	NUM
spir-8408	234	12	)	)	PUNCT
spir-8408	234	13	,	,	PUNCT
spir-8408	234	14	these	these	PRON
spir-8408	234	15	retreated	retreat	VERB
spir-8408	234	16	selves	self	NOUN
spir-8408	234	17	turn	turn	VERB
spir-8408	234	18	outward	outward	ADV
spir-8408	234	19	.	.	PUNCT
spir-8408	235	1	they	they	PRON
spir-8408	235	2	can	can	AUX
spir-8408	235	3	visualize	visualize	VERB
spir-8408	235	4	the	the	DET
spir-8408	235	5	methods	method	NOUN
spir-8408	235	6	of	of	ADP
spir-8408	235	7	their	their	PRON
spir-8408	235	8	own	own	ADJ
spir-8408	235	9	transmission	transmission	NOUN
spir-8408	235	10	across	across	ADP
spir-8408	235	11	space	space	NOUN
spir-8408	235	12	and	and	CCONJ
spir-8408	235	13	time	time	NOUN
spir-8408	235	14	,	,	PUNCT
spir-8408	235	15	across	across	ADP
spir-8408	235	16	trees	tree	NOUN
spir-8408	235	17	,	,	PUNCT
spir-8408	235	18	as	as	ADP
spir-8408	235	19	parts	part	NOUN
spir-8408	235	20	of	of	ADP
spir-8408	235	21	networks	network	NOUN
spir-8408	235	22	.	.	PUNCT
spir-8408	236	1	through	through	ADP
spir-8408	236	2	their	their	PRON
spir-8408	236	3	visualization	visualization	NOUN
spir-8408	236	4	,	,	PUNCT
spir-8408	236	5	they	they	PRON
spir-8408	236	6	are	be	AUX
spir-8408	236	7	meaningful	meaningful	ADJ
spir-8408	236	8	.	.	PUNCT
spir-8408	237	1	chromosomal	chromosomal	ADJ
spir-8408	237	2	place	place	NOUN
spir-8408	237	3	is	be	AUX
spir-8408	237	4	aligned	align	VERB
spir-8408	237	5	with	with	ADP
spir-8408	237	6	traditional	traditional	ADJ
spir-8408	237	7	ways	way	NOUN
spir-8408	237	8	of	of	ADP
spir-8408	237	9	talking	talk	VERB
spir-8408	237	10	about	about	ADP
spir-8408	237	11	place	place	NOUN
spir-8408	237	12	that	that	PRON
spir-8408	237	13	in	in	ADP
spir-8408	237	14	turn	turn	NOUN
spir-8408	237	15	exercise	exercise	VERB
spir-8408	237	16	an	an	DET
spir-8408	237	17	impact	impact	NOUN
spir-8408	237	18	on	on	ADP
spir-8408	237	19	personal	personal	ADJ
spir-8408	237	20	identity	identity	NOUN
spir-8408	237	21	.	.	PUNCT
spir-8408	238	1	as	as	ADP
spir-8408	238	2	“	"	PUNCT
spir-8408	238	3	an	an	DET
spir-8408	238	4	organized	organized	ADJ
spir-8408	238	5	world	world	NOUN
spir-8408	238	6	of	of	ADP
spir-8408	238	7	meaning	meaning	NOUN
spir-8408	238	8	”	"	PUNCT
spir-8408	238	9	(	(	PUNCT
spir-8408	238	10	tuan	tuan	PROPN
spir-8408	238	11	,	,	PUNCT
spir-8408	238	12	2001	2001	NUM
spir-8408	238	13	,	,	PUNCT
spir-8408	238	14	p.	p.	NOUN
spir-8408	238	15	6	6	NUM
spir-8408	238	16	)	)	PUNCT
spir-8408	238	17	,	,	PUNCT
spir-8408	238	18	place	place	NOUN
spir-8408	238	19	is	be	AUX
spir-8408	238	20	about	about	ADP
spir-8408	238	21	the	the	DET
spir-8408	238	22	familiar	familiar	ADJ
spir-8408	238	23	and	and	CCONJ
spir-8408	238	24	the	the	DET
spir-8408	238	25	comfortable	comfortable	ADJ
spir-8408	238	26	,	,	PUNCT
spir-8408	238	27	rather	rather	ADV
spir-8408	238	28	than	than	ADP
spir-8408	238	29	the	the	DET
spir-8408	238	30	anonymous	anonymous	ADJ
spir-8408	238	31	and	and	CCONJ
spir-8408	238	32	systematized	systematize	VERB
spir-8408	238	33	.	.	PUNCT
spir-8408	239	1	tuan	tuan	PROPN
spir-8408	239	2	characterizes	characterize	VERB
spir-8408	239	3	“	"	PUNCT
spir-8408	239	4	place	place	NOUN
spir-8408	239	5	”	"	PUNCT
spir-8408	239	6	as	as	ADV
spir-8408	239	7	different	different	ADJ
spir-8408	239	8	than	than	ADP
spir-8408	239	9	“	"	PUNCT
spir-8408	239	10	space	space	NOUN
spir-8408	239	11	:	:	PUNCT
spir-8408	239	12	”	"	PUNCT
spir-8408	239	13	it	it	PRON
spir-8408	239	14	has	have	VERB
spir-8408	239	15	an	an	DET
spir-8408	239	16	“	"	PUNCT
spir-8408	239	17	aura	aura	NOUN
spir-8408	239	18	,	,	PUNCT
spir-8408	239	19	”	"	PUNCT
spir-8408	239	20	an	an	DET
spir-8408	239	21	“	"	PUNCT
spir-8408	239	22	identity	identity	NOUN
spir-8408	239	23	”	"	PUNCT
spir-8408	239	24	that	that	PRON
spir-8408	239	25	develops	develop	VERB
spir-8408	239	26	in	in	ADP
spir-8408	239	27	the	the	DET
spir-8408	239	28	process	process	NOUN
spir-8408	239	29	of	of	ADP
spir-8408	239	30	becoming	becoming	AUX
spir-8408	239	31	acquainted	acquaint	VERB
spir-8408	239	32	with	with	ADP
spir-8408	239	33	a	a	DET
spir-8408	239	34	space	space	NOUN
spir-8408	239	35	,	,	PUNCT
spir-8408	239	36	thus	thus	ADV
spir-8408	239	37	becoming	become	VERB
spir-8408	239	38	a	a	DET
spir-8408	239	39	place	place	NOUN
spir-8408	239	40	(	(	PUNCT
spir-8408	239	41	p.	p.	NOUN
spir-8408	239	42	5	5	NUM
spir-8408	239	43	)	)	PUNCT
spir-8408	239	44	.	.	PUNCT
spir-8408	240	1	prohansky	prohansky	PROPN
spir-8408	240	2	terms	term	VERB
spir-8408	240	3	the	the	DET
spir-8408	240	4	identification	identification	NOUN
spir-8408	240	5	an	an	DET
spir-8408	240	6	individual	individual	NOUN
spir-8408	240	7	has	have	VERB
spir-8408	240	8	with	with	ADP
spir-8408	240	9	place	place	NOUN
spir-8408	240	10	as	as	ADP
spir-8408	240	11	“	"	PUNCT
spir-8408	240	12	place	place	NOUN
spir-8408	240	13	-	-	PUNCT
spir-8408	240	14	identity	identity	NOUN
spir-8408	240	15	”	"	PUNCT
spir-8408	240	16	(	(	PUNCT
spir-8408	240	17	1978	1978	NUM
spir-8408	240	18	)	)	PUNCT
spir-8408	240	19	.	.	PUNCT
spir-8408	241	1	a	a	DET
spir-8408	241	2	component	component	NOUN
spir-8408	241	3	of	of	ADP
spir-8408	241	4	self	self	NOUN
spir-8408	241	5	-	-	PUNCT
spir-8408	241	6	identity	identity	NOUN
spir-8408	241	7	,	,	PUNCT
spir-8408	241	8	place	place	NOUN
spir-8408	241	9	-	-	PUNCT
spir-8408	241	10	identity	identity	NOUN
spir-8408	241	11	selected	select	VERB
spir-8408	241	12	papers	paper	NOUN
spir-8408	241	13	of	of	ADP
spir-8408	241	14	internet	internet	NOUN
spir-8408	241	15	research	research	NOUN
spir-8408	241	16	14.0	14.0	NUM
spir-8408	241	17	,	,	PUNCT
spir-8408	241	18	2013	2013	NUM
spir-8408	241	19	:	:	PUNCT
spir-8408	241	20	denver	denver	PROPN
spir-8408	241	21	,	,	PUNCT
spir-8408	241	22	usa	usa	PROPN
spir-8408	241	23	3	3	NUM
spir-8408	241	24	develops	develop	VERB
spir-8408	241	25	and	and	CCONJ
spir-8408	241	26	changes	change	NOUN
spir-8408	241	27	over	over	ADP
spir-8408	241	28	time	time	NOUN
spir-8408	241	29	and	and	CCONJ
spir-8408	241	30	is	be	AUX
spir-8408	241	31	informed	inform	VERB
spir-8408	241	32	by	by	ADP
spir-8408	241	33	different	different	ADJ
spir-8408	241	34	physical	physical	ADJ
spir-8408	241	35	settings	setting	NOUN
spir-8408	241	36	and	and	CCONJ
spir-8408	241	37	roles	role	NOUN
spir-8408	241	38	.	.	PUNCT
spir-8408	242	1	place	place	NOUN
spir-8408	242	2	-	-	PUNCT
spir-8408	242	3	identity	identity	NOUN
spir-8408	242	4	is	be	AUX
spir-8408	242	5	multidimensional	multidimensional	ADJ
spir-8408	242	6	,	,	PUNCT
spir-8408	242	7	a	a	DET
spir-8408	242	8	“	"	PUNCT
spir-8408	242	9	potpourri	potpourri	NOUN
spir-8408	242	10	of	of	ADP
spir-8408	242	11	memories	memory	NOUN
spir-8408	242	12	,	,	PUNCT
spir-8408	242	13	conceptions	conception	NOUN
spir-8408	242	14	,	,	PUNCT
spir-8408	242	15	interpretations	interpretation	NOUN
spir-8408	242	16	,	,	PUNCT
spir-8408	242	17	ideas	idea	NOUN
spir-8408	242	18	,	,	PUNCT
spir-8408	242	19	and	and	CCONJ
spir-8408	242	20	related	related	ADJ
spir-8408	242	21	feelings	feeling	NOUN
spir-8408	242	22	about	about	ADP
spir-8408	242	23	specific	specific	ADJ
spir-8408	242	24	physical	physical	ADJ
spir-8408	242	25	settings	setting	NOUN
spir-8408	242	26	,	,	PUNCT
spir-8408	242	27	as	as	ADV
spir-8408	242	28	well	well	ADV
spir-8408	242	29	as	as	ADP
spir-8408	242	30	types	type	NOUN
spir-8408	242	31	of	of	ADP
spir-8408	242	32	settings	setting	NOUN
spir-8408	242	33	”	"	PUNCT
spir-8408	242	34	(	(	PUNCT
spir-8408	242	35	porshansky	porshansky	PROPN
spir-8408	242	36	,	,	PUNCT
spir-8408	242	37	fabian	fabian	PROPN
spir-8408	242	38	&	&	CCONJ
spir-8408	242	39	kaminoff	kaminoff	PROPN
spir-8408	242	40	,	,	PUNCT
spir-8408	242	41	1983	1983	NUM
spir-8408	242	42	,	,	PUNCT
spir-8408	242	43	p.	p.	NOUN
spir-8408	242	44	60	60	NUM
spir-8408	242	45	)	)	PUNCT
spir-8408	242	46	.	.	PUNCT
spir-8408	243	1	as	as	SCONJ
spir-8408	243	2	someone	someone	PRON
spir-8408	243	3	becomes	becomes	AUX
spir-8408	243	4	acquainted	acquaint	VERB
spir-8408	243	5	with	with	ADP
spir-8408	243	6	the	the	DET
spir-8408	243	7	genetic	genetic	ADJ
spir-8408	243	8	picture	picture	NOUN
spir-8408	243	9	of	of	ADP
spir-8408	243	10	herself	herself	PRON
spir-8408	243	11	,	,	PUNCT
spir-8408	243	12	reading	read	VERB
spir-8408	243	13	snps	snps	PROPN
spir-8408	243	14	like	like	SCONJ
spir-8408	243	15	someone	someone	PRON
spir-8408	243	16	might	might	AUX
spir-8408	243	17	read	read	VERB
spir-8408	243	18	cities	city	NOUN
spir-8408	243	19	or	or	CCONJ
spir-8408	243	20	physical	physical	ADJ
spir-8408	243	21	traits	trait	NOUN
spir-8408	243	22	,	,	PUNCT
spir-8408	243	23	her	her	PRON
spir-8408	243	24	place	place	NOUN
spir-8408	243	25	-	-	PUNCT
spir-8408	243	26	identity	identity	NOUN
spir-8408	243	27	extends	extend	VERB
spir-8408	243	28	to	to	ADP
spir-8408	243	29	her	her	PRON
spir-8408	243	30	data	datum	NOUN
spir-8408	243	31	.	.	PUNCT
spir-8408	244	1	her	her	PRON
spir-8408	244	2	data	datum	NOUN
spir-8408	244	3	--	--	PUNCT
spir-8408	244	4	in	in	ADP
spir-8408	244	5	this	this	DET
spir-8408	244	6	case	case	NOUN
spir-8408	244	7	,	,	PUNCT
spir-8408	244	8	a	a	DET
spir-8408	244	9	run	run	NOUN
spir-8408	244	10	of	of	ADP
spir-8408	244	11	snps	snps	PROPN
spir-8408	244	12	on	on	ADP
spir-8408	244	13	the	the	DET
spir-8408	244	14	second	second	ADJ
spir-8408	244	15	chromosome	chromosome	NOUN
spir-8408	244	16	--	--	PUNCT
spir-8408	244	17	becomes	become	VERB
spir-8408	244	18	a	a	DET
spir-8408	244	19	place	place	NOUN
spir-8408	244	20	that	that	PRON
spir-8408	244	21	shapes	shape	VERB
spir-8408	244	22	how	how	SCONJ
spir-8408	244	23	she	she	PRON
spir-8408	244	24	sees	see	VERB
spir-8408	244	25	herself	herself	PRON
spir-8408	244	26	.	.	PUNCT
spir-8408	245	1	if	if	SCONJ
spir-8408	245	2	,	,	PUNCT
spir-8408	245	3	as	as	SCONJ
spir-8408	245	4	martin	martin	PROPN
spir-8408	245	5	(	(	PUNCT
spir-8408	245	6	1992	1992	NUM
spir-8408	245	7	)	)	PUNCT
spir-8408	245	8	writes	write	VERB
spir-8408	245	9	,	,	PUNCT
spir-8408	245	10	the	the	DET
spir-8408	245	11	self	self	NOUN
spir-8408	245	12	retreats	retreat	VERB
spir-8408	245	13	into	into	ADP
spir-8408	245	14	the	the	DET
spir-8408	245	15	body	body	NOUN
spir-8408	245	16	,	,	PUNCT
spir-8408	245	17	then	then	ADV
spir-8408	245	18	how	how	SCONJ
spir-8408	245	19	does	do	AUX
spir-8408	245	20	our	our	PRON
spir-8408	245	21	own	own	ADJ
spir-8408	245	22	engagement	engagement	NOUN
spir-8408	245	23	with	with	ADP
spir-8408	245	24	genetic	genetic	ADJ
spir-8408	245	25	data	datum	NOUN
spir-8408	245	26	externalize	externalize	VERB
spir-8408	245	27	that	that	DET
spir-8408	245	28	relationship	relationship	NOUN
spir-8408	245	29	?	?	PUNCT
spir-8408	246	1	what	what	PRON
spir-8408	246	2	does	do	AUX
spir-8408	246	3	it	it	PRON
spir-8408	246	4	mean	mean	VERB
spir-8408	246	5	when	when	SCONJ
spir-8408	246	6	dna	dna	PROPN
spir-8408	246	7	becomes	become	VERB
spir-8408	246	8	a	a	DET
spir-8408	246	9	place	place	NOUN
spir-8408	246	10	,	,	PUNCT
spir-8408	246	11	a	a	DET
spir-8408	246	12	sheepy	sheepy	ADJ
spir-8408	246	13	to	to	ADP
spir-8408	246	14	a	a	DET
spir-8408	246	15	run	run	NOUN
spir-8408	246	16	of	of	ADP
spir-8408	246	17	snps	snps	NOUN
spir-8408	246	18	?	?	PUNCT
spir-8408	247	1	how	how	SCONJ
spir-8408	247	2	does	do	AUX
spir-8408	247	3	this	this	PRON
spir-8408	247	4	contribute	contribute	VERB
spir-8408	247	5	to	to	ADP
spir-8408	247	6	the	the	DET
spir-8408	247	7	notion	notion	NOUN
spir-8408	247	8	of	of	ADP
spir-8408	247	9	a	a	DET
spir-8408	247	10	meaningful	meaningful	ADJ
spir-8408	247	11	relationship	relationship	NOUN
spir-8408	247	12	derived	derive	VERB
spir-8408	247	13	through	through	ADP
spir-8408	247	14	engagement	engagement	NOUN
spir-8408	247	15	with	with	ADP
spir-8408	247	16	one	one	NUM
spir-8408	247	17	’s	’s	PART
spir-8408	247	18	own	own	ADJ
spir-8408	247	19	genetic	genetic	ADJ
spir-8408	247	20	data	datum	NOUN
spir-8408	247	21	?	?	PUNCT
spir-8408	248	1	and	and	CCONJ
spir-8408	248	2	how	how	SCONJ
spir-8408	248	3	does	do	AUX
spir-8408	248	4	that	that	PRON
spir-8408	248	5	change	change	VERB
spir-8408	248	6	notions	notion	NOUN
spir-8408	248	7	of	of	ADP
spir-8408	248	8	personal	personal	ADJ
spir-8408	248	9	identity	identity	NOUN
spir-8408	248	10	and	and	CCONJ
spir-8408	248	11	place	place	NOUN
spir-8408	248	12	-	-	PUNCT
spir-8408	248	13	identity	identity	NOUN
spir-8408	248	14	?	?	PUNCT
spir-8408	249	1	references	reference	NOUN
spir-8408	249	2	lyall	lyall	PROPN
spir-8408	249	3	,	,	PUNCT
spir-8408	249	4	s.	s.	PROPN
spir-8408	249	5	(	(	PUNCT
spir-8408	249	6	1997	1997	NUM
spir-8408	249	7	,	,	PUNCT
spir-8408	249	8	march	march	PROPN
spir-8408	249	9	24	24	NUM
spir-8408	249	10	)	)	PUNCT
spir-8408	249	11	.	.	PUNCT
spir-8408	250	1	tracing	trace	VERB
spir-8408	250	2	your	your	PRON
spir-8408	250	3	family	family	NOUN
spir-8408	250	4	tree	tree	NOUN
spir-8408	250	5	to	to	PART
spir-8408	250	6	cheddar	cheddar	NOUN
spir-8408	250	7	man	man	NOUN
spir-8408	250	8	's	's	PART
spir-8408	250	9	mum	mum	NOUN
spir-8408	250	10	,	,	PUNCT
spir-8408	250	11	new	new	PROPN
spir-8408	250	12	york	york	PROPN
spir-8408	250	13	times	times	PROPN
spir-8408	250	14	.	.	PUNCT
spir-8408	251	1	retrieved	retrieve	VERB
spir-8408	251	2	from	from	ADP
spir-8408	251	3	http://www.nytimes.com/1997/03/24/world/tracing-your-family-tree-to-cheddar-man-s-mum.html	http://www.nytimes.com/1997/03/24/world/tracing-your-family-tree-to-cheddar-man-s-mum.html	PROPN
spir-8408	251	4	martin	martin	PROPN
spir-8408	251	5	,	,	PUNCT
spir-8408	251	6	e.	e.	PROPN
spir-8408	251	7	(	(	PUNCT
spir-8408	251	8	1992	1992	NUM
spir-8408	251	9	)	)	PUNCT
spir-8408	251	10	.	.	PUNCT
spir-8408	252	1	the	the	DET
spir-8408	252	2	end	end	NOUN
spir-8408	252	3	of	of	ADP
spir-8408	252	4	the	the	DET
spir-8408	252	5	body	body	NOUN
spir-8408	252	6	?	?	PUNCT
spir-8408	253	1	american	american	ADJ
spir-8408	253	2	ethnologist	ethnologist	NOUN
spir-8408	253	3	,	,	PUNCT
spir-8408	253	4	19(1	19(1	NUM
spir-8408	253	5	)	)	PUNCT
spir-8408	253	6	,	,	PUNCT
spir-8408	253	7	121	121	NUM
spir-8408	253	8	-	-	SYM
spir-8408	253	9	140	140	NUM
spir-8408	253	10	.	.	PUNCT
spir-8408	254	1	maureen	maureen	PROPN
spir-8408	254	2	(	(	PUNCT
spir-8408	254	3	2011	2011	NUM
spir-8408	254	4	,	,	PUNCT
spir-8408	254	5	february	february	PROPN
spir-8408	254	6	5	5	NUM
spir-8408	254	7	)	)	PUNCT
spir-8408	254	8	.	.	PUNCT
spir-8408	255	1	[	[	X
spir-8408	255	2	message	message	NOUN
spir-8408	255	3	on	on	ADP
spir-8408	255	4	23andme	23andme	NUM
spir-8408	255	5	]	]	PUNCT
spir-8408	255	6	.	.	PUNCT
spir-8408	256	1	proshansky	proshansky	PROPN
spir-8408	256	2	,	,	PUNCT
spir-8408	256	3	h.	h.	PROPN
spir-8408	256	4	(	(	PUNCT
spir-8408	256	5	1978	1978	NUM
spir-8408	256	6	)	)	PUNCT
spir-8408	256	7	.	.	PUNCT
spir-8408	257	1	the	the	DET
spir-8408	257	2	city	city	NOUN
spir-8408	257	3	and	and	CCONJ
spir-8408	257	4	self	self	NOUN
spir-8408	257	5	-	-	PUNCT
spir-8408	257	6	identity	identity	NOUN
spir-8408	257	7	.	.	PUNCT
spir-8408	257	8	environment	environment	NOUN
spir-8408	257	9	and	and	CCONJ
spir-8408	257	10	behavior	behavior	NOUN
spir-8408	257	11	,	,	PUNCT
spir-8408	257	12	10(147	10(147	NOUN
spir-8408	257	13	)	)	PUNCT
spir-8408	257	14	.	.	PUNCT
spir-8408	258	1	proshansky	proshansky	PROPN
spir-8408	258	2	,	,	PUNCT
spir-8408	258	3	h.	h.	PROPN
spir-8408	258	4	,	,	PUNCT
spir-8408	258	5	fabian	fabian	PROPN
spir-8408	258	6	,	,	PUNCT
spir-8408	258	7	a.	a.	PROPN
spir-8408	258	8	,	,	PUNCT
spir-8408	258	9	&	&	CCONJ
spir-8408	258	10	kaminoff	kaminoff	PROPN
spir-8408	258	11	,	,	PUNCT
spir-8408	258	12	r.	r.	PROPN
spir-8408	258	13	(	(	PUNCT
spir-8408	258	14	1982	1982	NUM
spir-8408	258	15	)	)	PUNCT
spir-8408	258	16	.	.	PUNCT
spir-8408	259	1	place	place	NOUN
spir-8408	259	2	-	-	PUNCT
spir-8408	259	3	identity	identity	NOUN
spir-8408	259	4	:	:	PUNCT
spir-8408	259	5	physical	physical	ADJ
spir-8408	259	6	world	world	NOUN
spir-8408	259	7	socialization	socialization	NOUN
spir-8408	259	8	of	of	ADP
spir-8408	259	9	the	the	DET
spir-8408	259	10	self	self	NOUN
spir-8408	259	11	.	.	PUNCT
spir-8408	260	1	journal	journal	PROPN
spir-8408	260	2	of	of	ADP
spir-8408	260	3	environmental	environmental	ADJ
spir-8408	260	4	psychology	psychology	NOUN
spir-8408	260	5	,	,	PUNCT
spir-8408	260	6	3	3	NUM
spir-8408	260	7	,	,	PUNCT
spir-8408	260	8	57	57	NUM
spir-8408	260	9	-	-	SYM
spir-8408	260	10	83	83	NUM
spir-8408	260	11	.	.	PUNCT
spir-8408	261	1	sykes	sykes	PROPN
spir-8408	261	2	,	,	PUNCT
spir-8408	261	3	b.	b.	PROPN
spir-8408	261	4	(	(	PUNCT
spir-8408	261	5	2002	2002	NUM
spir-8408	261	6	)	)	PUNCT
spir-8408	261	7	.	.	PUNCT
spir-8408	262	1	the	the	DET
spir-8408	262	2	seven	seven	NUM
spir-8408	262	3	daughters	daughter	NOUN
spir-8408	262	4	of	of	ADP
spir-8408	262	5	eve	eve	NOUN
spir-8408	262	6	:	:	PUNCT
spir-8408	262	7	the	the	DET
spir-8408	262	8	science	science	NOUN
spir-8408	262	9	that	that	PRON
spir-8408	262	10	reveals	reveal	VERB
spir-8408	262	11	our	our	PRON
spir-8408	262	12	genetic	genetic	ADJ
spir-8408	262	13	ancestry	ancestry	NOUN
spir-8408	262	14	.	.	PUNCT
spir-8408	263	1	new	new	PROPN
spir-8408	263	2	york	york	PROPN
spir-8408	263	3	:	:	PUNCT
spir-8408	263	4	w.w	w.w	PROPN
spir-8408	263	5	.	.	PROPN
spir-8408	263	6	norton	norton	PROPN
spir-8408	263	7	&	&	CCONJ
spir-8408	263	8	company	company	PROPN
spir-8408	263	9	.	.	PUNCT
spir-8408	264	1	tuan	tuan	PROPN
spir-8408	264	2	,	,	PUNCT
spir-8408	264	3	yi	yi	NOUN
spir-8408	264	4	-	-	PUNCT
spir-8408	264	5	fu	fu	NOUN
spir-8408	264	6	.	.	PUNCT
spir-8408	265	1	(	(	PUNCT
spir-8408	265	2	2001	2001	NUM
spir-8408	265	3	)	)	PUNCT
spir-8408	265	4	.	.	PUNCT
spir-8408	266	1	space	space	NOUN
spir-8408	266	2	and	and	CCONJ
spir-8408	266	3	place	place	NOUN
spir-8408	266	4	:	:	PUNCT
spir-8408	266	5	the	the	DET
spir-8408	266	6	perspective	perspective	NOUN
spir-8408	266	7	of	of	ADP
spir-8408	266	8	experience	experience	NOUN
spir-8408	266	9	.	.	PUNCT
spir-8408	267	1	minneapolis	minneapolis	PROPN
spir-8408	267	2	:	:	PUNCT
spir-8408	267	3	university	university	PROPN
spir-8408	267	4	of	of	ADP
spir-8408	267	5	minnesota	minnesota	PROPN
spir-8408	267	6	press	press	PROPN
spir-8408	267	7	.	.	PUNCT
spir-8408	268	1	turkle	turkle	PROPN
spir-8408	268	2	,	,	PUNCT
spir-8408	268	3	s.	s.	PROPN
spir-8408	268	4	(	(	PUNCT
spir-8408	268	5	1997	1997	NUM
spir-8408	268	6	)	)	PUNCT
spir-8408	268	7	.	.	PUNCT
spir-8408	269	1	life	life	NOUN
spir-8408	269	2	on	on	ADP
spir-8408	269	3	the	the	DET
spir-8408	269	4	screen	screen	NOUN
spir-8408	269	5	.	.	PUNCT
spir-8408	270	1	new	new	PROPN
spir-8408	270	2	york	york	PROPN
spir-8408	270	3	:	:	PUNCT
spir-8408	270	4	simon	simon	PROPN
spir-8408	270	5	&	&	CCONJ
spir-8408	270	6	schuster	schuster	PROPN
spir-8408	270	7	.	.	PUNCT
spir-8408	271	1	license	license	VERB
spir-8408	271	2	this	this	DET
spir-8408	271	3	article	article	NOUN
spir-8408	271	4	is	be	AUX
spir-8408	271	5	©	©	PROPN
spir-8408	271	6	2013	2013	NUM
spir-8408	271	7	molly	molly	PROPN
spir-8408	271	8	wright	wright	PROPN
spir-8408	271	9	steenson	steenson	PROPN
spir-8408	271	10	,	,	PUNCT
spir-8408	271	11	and	and	CCONJ
spir-8408	271	12	licensed	license	VERB
spir-8408	271	13	under	under	ADP
spir-8408	271	14	cc	cc	NOUN
spir-8408	271	15	by	by	ADP
spir-8408	271	16	-	-	PUNCT
spir-8408	271	17	nc	nc	PROPN
spir-8408	271	18	-	-	PUNCT
spir-8408	271	19	nd	nd	NOUN
spir-8408	271	20	.	.	PROPN
spir-8408	271	21	selected	select	VERB
spir-8408	271	22	papers	paper	NOUN
spir-8408	271	23	of	of	ADP
spir-8408	271	24	internet	internet	NOUN
spir-8408	271	25	research	research	NOUN
spir-8408	271	26	14.0	14.0	NUM
spir-8408	271	27	,	,	PUNCT
spir-8408	271	28	2013	2013	NUM
spir-8408	271	29	:	:	PUNCT
spir-8408	271	30	denver	denver	PROPN
spir-8408	271	31	,	,	PUNCT
spir-8408	271	32	usa	usa	PROPN
spir-8408	271	33	1	1	NUM
spir-8408	271	34	algorithmically	algorithmically	ADV
spir-8408	271	35	supported	support	VERB
spir-8408	271	36	sense	sense	NOUN
spir-8408	271	37	-	-	PUNCT
spir-8408	271	38	making	making	NOUN
spir-8408	271	39	of	of	ADP
spir-8408	271	40	network	network	NOUN
spir-8408	271	41	visualizations	visualization	NOUN
spir-8408	271	42	:	:	PUNCT
spir-8408	271	43	a	a	DET
spir-8408	271	44	call	call	NOUN
spir-8408	271	45	for	for	ADP
spir-8408	271	46	reflexivity	reflexivity	NOUN
spir-8408	271	47	and	and	CCONJ
spir-8408	271	48	transparency	transparency	NOUN
spir-8408	271	49	jeff	jeff	PROPN
spir-8408	271	50	hemsley	hemsley	PROPN
spir-8408	271	51	university	university	PROPN
spir-8408	271	52	of	of	ADP
spir-8408	271	53	washington	washington	PROPN
spir-8408	271	54	information	information	PROPN
spir-8408	271	55	school	school	PROPN
spir-8408	271	56	united	united	PROPN
spir-8408	271	57	states	states	PROPN
spir-8408	271	58	jhemsley@uw.edu	jhemsley@uw.edu	PROPN
spir-8408	271	59	abstract	abstract	ADV
spir-8408	271	60	based	base	VERB
spir-8408	271	61	on	on	ADP
spir-8408	271	62	abundant	abundant	ADJ
spir-8408	271	63	social	social	ADJ
spir-8408	271	64	media	medium	NOUN
spir-8408	271	65	data	datum	NOUN
spir-8408	271	66	,	,	PUNCT
spir-8408	271	67	researchers	researcher	NOUN
spir-8408	271	68	employ	employ	VERB
spir-8408	271	69	sophisticated	sophisticated	ADJ
spir-8408	271	70	algorithms	algorithm	NOUN
spir-8408	271	71	to	to	PART
spir-8408	271	72	represent	represent	VERB
spir-8408	271	73	social	social	ADJ
spir-8408	271	74	networks	network	NOUN
spir-8408	271	75	visually	visually	ADV
spir-8408	271	76	.	.	PUNCT
spir-8408	272	1	researchers	researcher	NOUN
spir-8408	272	2	rely	rely	VERB
spir-8408	272	3	on	on	ADP
spir-8408	272	4	these	these	DET
spir-8408	272	5	visualizations	visualization	NOUN
spir-8408	272	6	as	as	ADP
spir-8408	272	7	a	a	DET
spir-8408	272	8	sensemaking	sensemaking	NOUN
spir-8408	272	9	tool	tool	NOUN
spir-8408	272	10	in	in	ADP
spir-8408	272	11	a	a	DET
spir-8408	272	12	similar	similar	ADJ
spir-8408	272	13	way	way	NOUN
spir-8408	272	14	that	that	PRON
spir-8408	272	15	scatter	scatter	NOUN
spir-8408	272	16	plots	plot	NOUN
spir-8408	272	17	are	be	AUX
spir-8408	272	18	used	use	VERB
spir-8408	272	19	to	to	PART
spir-8408	272	20	check	check	VERB
spir-8408	272	21	for	for	ADP
spir-8408	272	22	relationships	relationship	NOUN
spir-8408	272	23	between	between	ADP
spir-8408	272	24	discrete	discrete	ADJ
spir-8408	272	25	variables	variable	NOUN
spir-8408	272	26	.	.	PUNCT
spir-8408	273	1	as	as	ADP
spir-8408	273	2	such	such	ADJ
spir-8408	273	3	,	,	PUNCT
spir-8408	273	4	these	these	DET
spir-8408	273	5	visualizations	visualization	NOUN
spir-8408	273	6	played	play	VERB
spir-8408	273	7	an	an	DET
spir-8408	273	8	important	important	ADJ
spir-8408	273	9	role	role	NOUN
spir-8408	273	10	in	in	ADP
spir-8408	273	11	knowledge	knowledge	NOUN
spir-8408	273	12	production	production	NOUN
spir-8408	273	13	related	relate	VERB
spir-8408	273	14	to	to	ADP
spir-8408	273	15	social	social	ADJ
spir-8408	273	16	network	network	NOUN
spir-8408	273	17	analysis	analysis	NOUN
spir-8408	273	18	.	.	PUNCT
spir-8408	274	1	this	this	DET
spir-8408	274	2	paper	paper	NOUN
spir-8408	274	3	demonstrates	demonstrate	VERB
spir-8408	274	4	how	how	SCONJ
spir-8408	274	5	the	the	DET
spir-8408	274	6	design	design	NOUN
spir-8408	274	7	choices	choice	NOUN
spir-8408	274	8	in	in	ADP
spir-8408	274	9	three	three	NUM
spir-8408	274	10	frequently	frequently	ADV
spir-8408	274	11	-	-	PUNCT
spir-8408	274	12	used	use	VERB
spir-8408	274	13	network	network	NOUN
spir-8408	274	14	layout	layout	NOUN
spir-8408	274	15	algorithms	algorithm	NOUN
spir-8408	274	16	can	can	AUX
spir-8408	274	17	alter	alter	VERB
spir-8408	274	18	the	the	DET
spir-8408	274	19	‘	'	PUNCT
spir-8408	274	20	reality	reality	NOUN
spir-8408	274	21	’	'	PUNCT
spir-8408	274	22	presented	present	VERB
spir-8408	274	23	by	by	ADP
spir-8408	274	24	the	the	DET
spir-8408	274	25	data	datum	NOUN
spir-8408	274	26	.	.	PUNCT
spir-8408	275	1	the	the	DET
spir-8408	275	2	paper	paper	NOUN
spir-8408	275	3	demonstrates	demonstrate	VERB
spir-8408	275	4	that	that	SCONJ
spir-8408	275	5	algorithmic	algorithmic	ADJ
spir-8408	275	6	design	design	NOUN
spir-8408	275	7	choices	choice	NOUN
spir-8408	275	8	build	build	NOUN
spir-8408	275	9	bias	bias	NOUN
spir-8408	275	10	into	into	ADP
spir-8408	275	11	the	the	DET
spir-8408	275	12	presentation	presentation	NOUN
spir-8408	275	13	of	of	ADP
spir-8408	275	14	the	the	DET
spir-8408	275	15	data	datum	NOUN
spir-8408	275	16	.	.	PUNCT
spir-8408	276	1	thus	thus	ADV
spir-8408	276	2	,	,	PUNCT
spir-8408	276	3	while	while	SCONJ
spir-8408	276	4	network	network	NOUN
spir-8408	276	5	visualization	visualization	NOUN
spir-8408	276	6	can	can	AUX
spir-8408	276	7	facilitate	facilitate	VERB
spir-8408	276	8	recognition	recognition	NOUN
spir-8408	276	9	of	of	ADP
spir-8408	276	10	some	some	DET
spir-8408	276	11	patterns	pattern	NOUN
spir-8408	276	12	,	,	PUNCT
spir-8408	276	13	it	it	PRON
spir-8408	276	14	can	can	AUX
spir-8408	276	15	obscure	obscure	VERB
spir-8408	276	16	others	other	NOUN
spir-8408	276	17	,	,	PUNCT
spir-8408	276	18	and	and	CCONJ
spir-8408	276	19	lead	lead	VERB
spir-8408	276	20	to	to	ADP
spir-8408	276	21	faulty	faulty	ADJ
spir-8408	276	22	assumptions	assumption	NOUN
spir-8408	276	23	about	about	ADP
spir-8408	276	24	the	the	DET
spir-8408	276	25	nature	nature	NOUN
spir-8408	276	26	of	of	ADP
spir-8408	276	27	the	the	DET
spir-8408	276	28	data	datum	NOUN
spir-8408	276	29	.	.	PUNCT
spir-8408	277	1	researchers	researcher	NOUN
spir-8408	277	2	must	must	AUX
spir-8408	277	3	demonstrate	demonstrate	VERB
spir-8408	277	4	an	an	DET
spir-8408	277	5	understanding	understanding	NOUN
spir-8408	277	6	of	of	ADP
spir-8408	277	7	,	,	PUNCT
spir-8408	277	8	and	and	CCONJ
spir-8408	277	9	report	report	VERB
spir-8408	277	10	on	on	ADP
spir-8408	277	11	,	,	PUNCT
spir-8408	277	12	the	the	DET
spir-8408	277	13	role	role	NOUN
spir-8408	277	14	of	of	ADP
spir-8408	277	15	algorithms	algorithm	NOUN
spir-8408	277	16	in	in	ADP
spir-8408	277	17	their	their	PRON
spir-8408	277	18	sensemaking	sensemaking	NOUN
spir-8408	277	19	and	and	CCONJ
spir-8408	277	20	data	datum	NOUN
spir-8408	277	21	analysis	analysis	NOUN
spir-8408	277	22	.	.	PUNCT
spir-8408	278	1	such	such	DET
spir-8408	278	2	an	an	DET
spir-8408	278	3	understanding	understanding	NOUN
spir-8408	278	4	can	can	AUX
spir-8408	278	5	also	also	ADV
spir-8408	278	6	lead	lead	VERB
spir-8408	278	7	to	to	ADP
spir-8408	278	8	deeper	deep	ADJ
spir-8408	278	9	insights	insight	NOUN
spir-8408	278	10	about	about	ADP
spir-8408	278	11	the	the	DET
spir-8408	278	12	underlying	underlie	VERB
spir-8408	278	13	data	datum	NOUN
spir-8408	278	14	.	.	PUNCT
spir-8408	279	1	keywords	keyword	NOUN
spir-8408	279	2	algorithms	algorithm	NOUN
spir-8408	279	3	;	;	PUNCT
spir-8408	279	4	social	social	ADJ
spir-8408	279	5	network	network	NOUN
spir-8408	279	6	analysis	analysis	NOUN
spir-8408	279	7	;	;	PUNCT
spir-8408	279	8	data	datum	NOUN
spir-8408	279	9	visualization	visualization	NOUN
spir-8408	279	10	;	;	PUNCT
spir-8408	279	11	methodology	methodology	NOUN
spir-8408	279	12	introduction	introduction	NOUN
spir-8408	279	13	a	a	DET
spir-8408	279	14	growing	grow	VERB
spir-8408	279	15	body	body	NOUN
spir-8408	279	16	of	of	ADP
spir-8408	279	17	literature	literature	NOUN
spir-8408	279	18	attempts	attempt	VERB
spir-8408	279	19	to	to	PART
spir-8408	279	20	understand	understand	VERB
spir-8408	279	21	human	human	ADJ
spir-8408	279	22	behavior	behavior	NOUN
spir-8408	279	23	from	from	ADP
spir-8408	279	24	massive	massive	ADJ
spir-8408	279	25	collections	collection	NOUN
spir-8408	279	26	of	of	ADP
spir-8408	279	27	data	datum	NOUN
spir-8408	279	28	drawn	draw	VERB
spir-8408	279	29	from	from	ADP
spir-8408	279	30	the	the	DET
spir-8408	279	31	public	public	ADJ
spir-8408	279	32	application	application	NOUN
spir-8408	279	33	programming	programming	NOUN
spir-8408	279	34	interfaces	interface	NOUN
spir-8408	279	35	(	(	PUNCT
spir-8408	279	36	api	api	NOUN
spir-8408	279	37	)	)	PUNCT
spir-8408	279	38	of	of	ADP
spir-8408	279	39	social	social	ADJ
spir-8408	279	40	media	medium	NOUN
spir-8408	279	41	websites	website	NOUN
spir-8408	279	42	.	.	PUNCT
spir-8408	280	1	using	use	VERB
spir-8408	280	2	these	these	DET
spir-8408	280	3	data	datum	NOUN
spir-8408	280	4	,	,	PUNCT
spir-8408	280	5	researchers	researcher	NOUN
spir-8408	280	6	employ	employ	VERB
spir-8408	280	7	sophisticated	sophisticated	ADJ
spir-8408	280	8	algorithms	algorithm	NOUN
spir-8408	280	9	to	to	PART
spir-8408	280	10	represent	represent	VERB
spir-8408	280	11	social	social	ADJ
spir-8408	280	12	networks	network	NOUN
spir-8408	280	13	visually	visually	ADV
spir-8408	280	14	.	.	PUNCT
spir-8408	281	1	and	and	CCONJ
spir-8408	281	2	just	just	ADV
spir-8408	281	3	as	as	SCONJ
spir-8408	281	4	researchers	researcher	NOUN
spir-8408	281	5	use	use	VERB
spir-8408	281	6	scatter	scatter	NOUN
spir-8408	281	7	plots	plot	NOUN
spir-8408	281	8	to	to	PART
spir-8408	281	9	check	check	VERB
spir-8408	281	10	for	for	ADP
spir-8408	281	11	relationships	relationship	NOUN
spir-8408	281	12	between	between	ADP
spir-8408	281	13	discrete	discrete	ADJ
spir-8408	281	14	variables	variable	NOUN
spir-8408	281	15	,	,	PUNCT
spir-8408	281	16	network	network	NOUN
spir-8408	281	17	researchers	researcher	NOUN
spir-8408	281	18	rely	rely	VERB
spir-8408	281	19	on	on	ADP
spir-8408	281	20	these	these	DET
spir-8408	281	21	visualizations	visualization	NOUN
spir-8408	281	22	to	to	PART
spir-8408	281	23	make	make	VERB
spir-8408	281	24	sense	sense	NOUN
spir-8408	281	25	of	of	ADP
spir-8408	281	26	complex	complex	ADJ
spir-8408	281	27	network	network	NOUN
spir-8408	281	28	data	datum	NOUN
spir-8408	281	29	.	.	PUNCT
spir-8408	282	1	as	as	ADP
spir-8408	282	2	such	such	ADJ
spir-8408	282	3	,	,	PUNCT
spir-8408	282	4	these	these	DET
spir-8408	282	5	visualizations	visualization	NOUN
spir-8408	282	6	have	have	AUX
spir-8408	282	7	played	play	VERB
spir-8408	282	8	an	an	DET
spir-8408	282	9	important	important	ADJ
spir-8408	282	10	role	role	NOUN
spir-8408	282	11	in	in	ADP
spir-8408	282	12	knowledge	knowledge	NOUN
spir-8408	282	13	production	production	NOUN
spir-8408	282	14	related	relate	VERB
spir-8408	282	15	to	to	ADP
spir-8408	282	16	network	network	NOUN
spir-8408	282	17	research	research	NOUN
spir-8408	282	18	for	for	ADP
spir-8408	282	19	decades	decade	NOUN
spir-8408	282	20	(	(	PUNCT
spir-8408	282	21	benderdemoll	benderdemoll	NOUN
spir-8408	282	22	&	&	CCONJ
spir-8408	282	23	mcfarland	mcfarland	PROPN
spir-8408	282	24	,	,	PUNCT
spir-8408	282	25	2006	2006	NUM
spir-8408	282	26	)	)	PUNCT
spir-8408	282	27	.	.	PUNCT
spir-8408	283	1	these	these	DET
spir-8408	283	2	efforts	effort	NOUN
spir-8408	283	3	have	have	AUX
spir-8408	283	4	produced	produce	VERB
spir-8408	283	5	insights	insight	NOUN
spir-8408	283	6	about	about	ADP
spir-8408	283	7	information	information	NOUN
spir-8408	283	8	sharing	share	VERB
spir-8408	283	9	on	on	ADP
spir-8408	283	10	social	social	ADJ
spir-8408	283	11	networks	network	NOUN
spir-8408	283	12	(	(	PUNCT
spir-8408	283	13	leskovec	leskovec	PROPN
spir-8408	283	14	,	,	PUNCT
spir-8408	283	15	backstrom	backstrom	PROPN
spir-8408	283	16	,	,	PUNCT
spir-8408	283	17	&	&	CCONJ
spir-8408	283	18	kleinberg	kleinberg	PROPN
spir-8408	283	19	,	,	PUNCT
spir-8408	283	20	2009	2009	NUM
spir-8408	283	21	)	)	PUNCT
spir-8408	283	22	and	and	CCONJ
spir-8408	283	23	how	how	SCONJ
spir-8408	283	24	blogs	blog	NOUN
spir-8408	283	25	drive	drive	VERB
spir-8408	283	26	viral	viral	ADJ
spir-8408	283	27	content	content	NOUN
spir-8408	283	28	(	(	PUNCT
spir-8408	283	29	nahon	nahon	PROPN
spir-8408	283	30	,	,	PUNCT
spir-8408	283	31	hemsley	hemsley	PROPN
spir-8408	283	32	,	,	PUNCT
spir-8408	283	33	walker	walker	PROPN
spir-8408	283	34	,	,	PUNCT
spir-8408	283	35	&	&	CCONJ
spir-8408	283	36	hussain	hussain	PROPN
spir-8408	283	37	,	,	PUNCT
spir-8408	283	38	2011	2011	NUM
spir-8408	283	39	;	;	PUNCT
spir-8408	283	40	nahon	nahon	PROPN
spir-8408	283	41	&	&	CCONJ
spir-8408	283	42	hemsley	hemsley	PROPN
spir-8408	283	43	,	,	PUNCT
spir-8408	283	44	2011	2011	NUM
spir-8408	283	45	)	)	PUNCT
spir-8408	283	46	.	.	PUNCT
spir-8408	284	1	while	while	SCONJ
spir-8408	284	2	there	there	PRON
spir-8408	284	3	is	be	VERB
spir-8408	284	4	undeniable	undeniable	ADJ
spir-8408	284	5	value	value	NOUN
spir-8408	284	6	in	in	ADP
spir-8408	284	7	social	social	ADJ
spir-8408	284	8	network	network	NOUN
spir-8408	284	9	analysis	analysis	NOUN
spir-8408	284	10	and	and	CCONJ
spir-8408	284	11	its	its	PRON
spir-8408	284	12	accompanying	accompanying	ADJ
spir-8408	284	13	visualizations	visualization	NOUN
spir-8408	284	14	,	,	PUNCT
spir-8408	284	15	it	it	PRON
spir-8408	284	16	is	be	AUX
spir-8408	284	17	rarely	rarely	ADV
spir-8408	284	18	acknowledged	acknowledge	VERB
spir-8408	284	19	that	that	SCONJ
spir-8408	284	20	network	network	NOUN
spir-8408	284	21	visualization	visualization	NOUN
spir-8408	284	22	algorithms	algorithm	NOUN
spir-8408	284	23	mediate	mediate	VERB
spir-8408	284	24	the	the	DET
spir-8408	284	25	relationship	relationship	NOUN
spir-8408	284	26	between	between	ADP
spir-8408	284	27	the	the	DET
spir-8408	284	28	data	datum	NOUN
spir-8408	284	29	and	and	CCONJ
spir-8408	284	30	the	the	DET
spir-8408	284	31	researcher	researcher	NOUN
spir-8408	284	32	and	and	CCONJ
spir-8408	284	33	thereby	thereby	ADV
spir-8408	284	34	influence	influence	VERB
spir-8408	284	35	sensemaking	sensemaking	NOUN
spir-8408	284	36	.	.	PUNCT
spir-8408	285	1	in	in	ADP
spir-8408	285	2	this	this	DET
spir-8408	285	3	paper	paper	NOUN
spir-8408	285	4	i	i	PRON
spir-8408	285	5	explore	explore	VERB
spir-8408	285	6	this	this	DET
spir-8408	285	7	mediating	mediate	VERB
spir-8408	285	8	effect	effect	NOUN
spir-8408	285	9	using	use	VERB
spir-8408	285	10	three	three	NUM
spir-8408	285	11	different	different	ADJ
spir-8408	285	12	algorithms	algorithm	NOUN
spir-8408	285	13	for	for	ADP
spir-8408	285	14	network	network	NOUN
spir-8408	285	15	data	datum	NOUN
spir-8408	285	16	visualization	visualization	NOUN
spir-8408	285	17	.	.	PUNCT
spir-8408	286	1	specifically	specifically	ADV
spir-8408	286	2	,	,	PUNCT
spir-8408	286	3	i	i	PRON
spir-8408	286	4	ask	ask	VERB
spir-8408	286	5	:	:	PUNCT
spir-8408	286	6	how	how	SCONJ
spir-8408	286	7	can	can	AUX
spir-8408	286	8	different	different	ADJ
spir-8408	286	9	network	network	NOUN
spir-8408	286	10	visualization	visualization	NOUN
spir-8408	286	11	algorithms	algorithm	NOUN
spir-8408	286	12	highlight	highlight	VERB
spir-8408	286	13	or	or	CCONJ
spir-8408	286	14	obscure	obscure	ADJ
spir-8408	286	15	specific	specific	ADJ
spir-8408	286	16	network	network	NOUN
spir-8408	286	17	features	feature	VERB
spir-8408	286	18	?	?	PUNCT
spir-8408	287	1	method	method	VERB
spir-8408	287	2	this	this	DET
spir-8408	287	3	paper	paper	NOUN
spir-8408	287	4	demonstrates	demonstrate	VERB
spir-8408	287	5	how	how	SCONJ
spir-8408	287	6	three	three	NUM
spir-8408	287	7	frequently	frequently	ADV
spir-8408	287	8	-	-	PUNCT
spir-8408	287	9	used	use	VERB
spir-8408	287	10	network	network	NOUN
spir-8408	287	11	layout	layout	NOUN
spir-8408	287	12	algorithms	algorithm	NOUN
spir-8408	287	13	can	can	AUX
spir-8408	287	14	alter	alter	VERB
spir-8408	287	15	the	the	DET
spir-8408	287	16	‘	'	PUNCT
spir-8408	287	17	reality	reality	NOUN
spir-8408	287	18	’	'	PUNCT
spir-8408	287	19	presented	present	VERB
spir-8408	287	20	by	by	ADP
spir-8408	287	21	the	the	DET
spir-8408	287	22	data	datum	NOUN
spir-8408	287	23	.	.	PUNCT
spir-8408	288	1	the	the	DET
spir-8408	288	2	first	first	ADJ
spir-8408	288	3	two	two	NUM
spir-8408	288	4	are	be	AUX
spir-8408	288	5	the	the	DET
spir-8408	288	6	force	force	NOUN
spir-8408	288	7	based	base	VERB
spir-8408	288	8	algorithms	algorithm	NOUN
spir-8408	288	9	of	of	ADP
spir-8408	288	10	kamada	kamada	PROPN
spir-8408	288	11	and	and	CCONJ
spir-8408	288	12	kawai	kawai	PROPN
spir-8408	288	13	(	(	PUNCT
spir-8408	288	14	1989	1989	NUM
spir-8408	288	15	)	)	PUNCT
spir-8408	288	16	and	and	CCONJ
spir-8408	288	17	fruchterman	fruchterman	NOUN
spir-8408	288	18	and	and	CCONJ
spir-8408	288	19	reingold	reingold	ADJ
spir-8408	288	20	(	(	PUNCT
spir-8408	288	21	1991	1991	NUM
spir-8408	288	22	)	)	PUNCT
spir-8408	288	23	.	.	PUNCT
spir-8408	289	1	the	the	DET
spir-8408	289	2	third	third	ADJ
spir-8408	289	3	,	,	PUNCT
spir-8408	289	4	martin	martin	PROPN
spir-8408	289	5	et	et	PROPN
spir-8408	289	6	al	al	PROPN
spir-8408	289	7	.	.	PROPN
spir-8408	289	8	’s	’s	PART
spir-8408	289	9	(	(	PUNCT
spir-8408	289	10	2011	2011	NUM
spir-8408	289	11	)	)	PUNCT
spir-8408	289	12	openord	openord	NOUN
spir-8408	289	13	layout	layout	NOUN
spir-8408	289	14	,	,	PUNCT
spir-8408	289	15	is	be	AUX
spir-8408	289	16	a	a	DET
spir-8408	289	17	multi	multi	ADJ
spir-8408	289	18	-	-	ADJ
spir-8408	289	19	level	level	ADJ
spir-8408	289	20	approach	approach	NOUN
spir-8408	289	21	that	that	PRON
spir-8408	289	22	employs	employ	VERB
spir-8408	289	23	an	an	DET
spir-8408	289	24	average	average	ADJ
spir-8408	289	25	link	link	NOUN
spir-8408	289	26	clustering	clustering	NOUN
spir-8408	289	27	technique	technique	NOUN
spir-8408	289	28	coupled	couple	VERB
spir-8408	289	29	with	with	ADP
spir-8408	289	30	a	a	DET
spir-8408	289	31	force	force	NOUN
spir-8408	289	32	-	-	PUNCT
spir-8408	289	33	based	base	VERB
spir-8408	289	34	algorithm	algorithm	NOUN
spir-8408	289	35	.	.	PUNCT
spir-8408	290	1	it	it	PRON
spir-8408	290	2	is	be	AUX
spir-8408	290	3	noted	note	VERB
spir-8408	290	4	that	that	SCONJ
spir-8408	290	5	other	other	ADJ
spir-8408	290	6	layout	layout	NOUN
spir-8408	290	7	algorithms	algorithm	NOUN
spir-8408	290	8	(	(	PUNCT
spir-8408	290	9	circular	circular	ADJ
spir-8408	290	10	,	,	PUNCT
spir-8408	290	11	3d	3d	NUM
spir-8408	290	12	,	,	PUNCT
spir-8408	290	13	spring	spring	NOUN
spir-8408	290	14	-	-	PUNCT
spir-8408	290	15	force	force	NOUN
spir-8408	290	16	,	,	PUNCT
spir-8408	290	17	tree	tree	NOUN
spir-8408	290	18	,	,	PUNCT
spir-8408	290	19	etc	etc	X
spir-8408	290	20	.	.	X
spir-8408	290	21	)	)	PUNCT
spir-8408	290	22	and	and	CCONJ
spir-8408	290	23	graphing	graph	VERB
spir-8408	290	24	programs	program	NOUN
spir-8408	290	25	(	(	PUNCT
spir-8408	290	26	e.g.	e.g.	ADV
spir-8408	290	27	gephi	gephi	ADJ
spir-8408	290	28	,	,	PUNCT
spir-8408	290	29	pajek	pajek	NOUN
spir-8408	290	30	,	,	PUNCT
spir-8408	290	31	ucinet	ucinet	NOUN
spir-8408	290	32	,	,	PUNCT
spir-8408	290	33	and	and	CCONJ
spir-8408	290	34	nodexl	nodexl	PROPN
spir-8408	290	35	)	)	PUNCT
spir-8408	290	36	were	be	AUX
spir-8408	290	37	compared	compare	VERB
spir-8408	290	38	before	before	ADP
spir-8408	290	39	the	the	DET
spir-8408	290	40	final	final	ADJ
spir-8408	290	41	selection	selection	NOUN
spir-8408	290	42	of	of	ADP
spir-8408	290	43	these	these	DET
spir-8408	290	44	three	three	NUM
spir-8408	290	45	algorithms	algorithm	NOUN
spir-8408	290	46	,	,	PUNCT
spir-8408	290	47	each	each	PRON
spir-8408	290	48	of	of	ADP
spir-8408	290	49	which	which	PRON
spir-8408	290	50	was	be	AUX
spir-8408	290	51	selected	select	VERB
spir-8408	290	52	for	for	ADP
spir-8408	290	53	their	their	PRON
spir-8408	290	54	similarities	similarity	NOUN
spir-8408	290	55	,	,	PUNCT
spir-8408	290	56	differences	difference	NOUN
spir-8408	290	57	and	and	CCONJ
spir-8408	290	58	frequent	frequent	ADJ
spir-8408	290	59	use	use	NOUN
spir-8408	290	60	by	by	ADP
spir-8408	290	61	network	network	NOUN
spir-8408	290	62	selected	select	VERB
spir-8408	290	63	papers	paper	NOUN
spir-8408	290	64	of	of	ADP
spir-8408	290	65	internet	internet	NOUN
spir-8408	290	66	research	research	NOUN
spir-8408	290	67	14.0	14.0	NUM
spir-8408	290	68	,	,	PUNCT
spir-8408	290	69	2013	2013	NUM
spir-8408	290	70	:	:	PUNCT
spir-8408	290	71	denver	denver	PROPN
spir-8408	290	72	,	,	PUNCT
spir-8408	290	73	usa	usa	PROPN
spir-8408	290	74	2	2	NUM
spir-8408	290	75	analysis	analysis	NOUN
spir-8408	290	76	experts	expert	NOUN
spir-8408	290	77	.	.	PUNCT
spir-8408	291	1	the	the	DET
spir-8408	291	2	statistical	statistical	ADJ
spir-8408	291	3	software	software	NOUN
spir-8408	291	4	r1	r1	NOUN
spir-8408	291	5	,	,	PUNCT
spir-8408	291	6	with	with	ADP
spir-8408	291	7	the	the	DET
spir-8408	291	8	igraph	igraph	ADJ
spir-8408	291	9	package	package	NOUN
spir-8408	291	10	,	,	PUNCT
spir-8408	291	11	was	be	AUX
spir-8408	291	12	used	use	VERB
spir-8408	291	13	for	for	ADP
spir-8408	291	14	all	all	DET
spir-8408	291	15	data	datum	NOUN
spir-8408	291	16	manipulation	manipulation	NOUN
spir-8408	291	17	and	and	CCONJ
spir-8408	291	18	graphing	graphing	NOUN
spir-8408	291	19	.	.	PUNCT
spir-8408	292	1	the	the	DET
spir-8408	292	2	data	datum	NOUN
spir-8408	292	3	were	be	AUX
spir-8408	292	4	collected	collect	VERB
spir-8408	292	5	from	from	ADP
spir-8408	292	6	october	october	PROPN
spir-8408	292	7	31st	31st	NOUN
spir-8408	292	8	,	,	PUNCT
spir-8408	292	9	2001	2001	NUM
spir-8408	292	10	to	to	ADP
spir-8408	292	11	november	november	PROPN
spir-8408	292	12	28th	28th	NUM
spir-8408	292	13	,	,	PUNCT
spir-8408	292	14	2011	2011	NUM
spir-8408	292	15	using	use	VERB
spir-8408	292	16	the	the	DET
spir-8408	292	17	twitter	twitter	NOUN
spir-8408	292	18	streaming	streaming	NOUN
spir-8408	292	19	api2	api2	NOUN
spir-8408	292	20	.	.	PUNCT
spir-8408	293	1	only	only	ADV
spir-8408	293	2	tweets	tweet	NOUN
spir-8408	293	3	containing	contain	VERB
spir-8408	293	4	the	the	DET
spir-8408	293	5	hashtag	hashtag	NOUN
spir-8408	293	6	#	#	SYM
spir-8408	293	7	occupyhouston	occupyhouston	NOUN
spir-8408	293	8	are	be	AUX
spir-8408	293	9	used	use	VERB
spir-8408	293	10	for	for	ADP
spir-8408	293	11	this	this	DET
spir-8408	293	12	analysis	analysis	NOUN
spir-8408	293	13	.	.	PUNCT
spir-8408	294	1	work	work	NOUN
spir-8408	294	2	with	with	ADP
spir-8408	294	3	other	other	ADJ
spir-8408	294	4	types	type	NOUN
spir-8408	294	5	of	of	ADP
spir-8408	294	6	data	datum	NOUN
spir-8408	294	7	(	(	PUNCT
spir-8408	294	8	e.g.	e.g.	ADV
spir-8408	294	9	hyperlinks	hyperlink	NOUN
spir-8408	294	10	,	,	PUNCT
spir-8408	294	11	term	term	NOUN
spir-8408	294	12	co	co	NOUN
spir-8408	294	13	-	-	NOUN
spir-8408	294	14	occurrence	occurrence	ADJ
spir-8408	294	15	,	,	PUNCT
spir-8408	294	16	forum	forum	NOUN
spir-8408	294	17	interactions	interaction	NOUN
spir-8408	294	18	)	)	PUNCT
spir-8408	294	19	inform	inform	VERB
spir-8408	294	20	this	this	DET
spir-8408	294	21	analysis	analysis	NOUN
spir-8408	294	22	,	,	PUNCT
spir-8408	294	23	but	but	CCONJ
spir-8408	294	24	twitter	twitter	NOUN
spir-8408	294	25	retweets	retweet	NOUN
spir-8408	294	26	were	be	AUX
spir-8408	294	27	selected	select	VERB
spir-8408	294	28	to	to	PART
spir-8408	294	29	highlight	highlight	VERB
spir-8408	294	30	certain	certain	ADJ
spir-8408	294	31	features	feature	NOUN
spir-8408	294	32	and	and	CCONJ
spir-8408	294	33	limitations	limitation	NOUN
spir-8408	294	34	of	of	ADP
spir-8408	294	35	the	the	DET
spir-8408	294	36	layouts	layout	NOUN
spir-8408	294	37	and	and	CCONJ
spir-8408	294	38	to	to	PART
spir-8408	294	39	illustrate	illustrate	VERB
spir-8408	294	40	that	that	DET
spir-8408	294	41	algorithms	algorithm	NOUN
spir-8408	294	42	are	be	AUX
spir-8408	294	43	developed	develop	VERB
spir-8408	294	44	under	under	ADP
spir-8408	294	45	specific	specific	ADJ
spir-8408	294	46	assumptions	assumption	NOUN
spir-8408	294	47	about	about	ADP
spir-8408	294	48	the	the	DET
spir-8408	294	49	data	datum	NOUN
spir-8408	294	50	to	to	PART
spir-8408	294	51	which	which	PRON
spir-8408	294	52	they	they	PRON
spir-8408	294	53	are	be	AUX
spir-8408	294	54	applied	apply	VERB
spir-8408	294	55	.	.	PUNCT
spir-8408	295	1	in	in	ADP
spir-8408	295	2	today	today	NOUN
spir-8408	295	3	’s	’s	PART
spir-8408	295	4	media	medium	NOUN
spir-8408	295	5	environment	environment	NOUN
spir-8408	295	6	,	,	PUNCT
spir-8408	295	7	some	some	PRON
spir-8408	295	8	of	of	ADP
spir-8408	295	9	these	these	DET
spir-8408	295	10	assumptions	assumption	NOUN
spir-8408	295	11	may	may	AUX
spir-8408	295	12	not	not	PART
spir-8408	295	13	be	be	AUX
spir-8408	295	14	valid	valid	ADJ
spir-8408	295	15	.	.	PUNCT
spir-8408	296	1	i	i	PRON
spir-8408	296	2	instantiated	instantiate	VERB
spir-8408	296	3	the	the	DET
spir-8408	296	4	network	network	NOUN
spir-8408	296	5	by	by	ADP
spir-8408	296	6	selecting	select	VERB
spir-8408	296	7	only	only	ADV
spir-8408	296	8	retweets	retweet	NOUN
spir-8408	296	9	from	from	ADP
spir-8408	296	10	the	the	DET
spir-8408	296	11	larger	large	ADJ
spir-8408	296	12	set	set	NOUN
spir-8408	296	13	of	of	ADP
spir-8408	296	14	tweets	tweet	NOUN
spir-8408	296	15	.	.	PUNCT
spir-8408	297	1	we	we	PRON
spir-8408	297	2	assume	assume	VERB
spir-8408	297	3	that	that	SCONJ
spir-8408	297	4	retweets	retweet	NOUN
spir-8408	297	5	can	can	AUX
spir-8408	297	6	be	be	AUX
spir-8408	297	7	used	use	VERB
spir-8408	297	8	as	as	ADP
spir-8408	297	9	human	human	ADJ
spir-8408	297	10	communication	communication	NOUN
spir-8408	297	11	trace	trace	NOUN
spir-8408	297	12	data	datum	NOUN
spir-8408	297	13	that	that	PRON
spir-8408	297	14	provide	provide	VERB
spir-8408	297	15	clues	clue	NOUN
spir-8408	297	16	about	about	ADP
spir-8408	297	17	information	information	NOUN
spir-8408	297	18	diffusion	diffusion	NOUN
spir-8408	297	19	on	on	ADP
spir-8408	297	20	social	social	ADJ
spir-8408	297	21	networks	network	NOUN
spir-8408	297	22	.	.	PUNCT
spir-8408	298	1	the	the	DET
spir-8408	298	2	twitter	twitter	NOUN
spir-8408	298	3	api	api	NOUN
spir-8408	298	4	delivers	deliver	VERB
spir-8408	298	5	a	a	DET
spir-8408	298	6	generous	generous	ADJ
spir-8408	298	7	amount	amount	NOUN
spir-8408	298	8	of	of	ADP
spir-8408	298	9	meta	meta	ADJ
spir-8408	298	10	data	datum	NOUN
spir-8408	298	11	for	for	ADP
spir-8408	298	12	each	each	DET
spir-8408	298	13	tweet	tweet	NOUN
spir-8408	298	14	,	,	PUNCT
spir-8408	298	15	part	part	NOUN
spir-8408	298	16	of	of	ADP
spir-8408	298	17	which	which	PRON
spir-8408	298	18	is	be	AUX
spir-8408	298	19	retweet	retweet	NOUN
spir-8408	298	20	information	information	NOUN
spir-8408	298	21	.	.	PUNCT
spir-8408	299	1	in	in	ADP
spir-8408	299	2	the	the	DET
spir-8408	299	3	case	case	NOUN
spir-8408	299	4	of	of	ADP
spir-8408	299	5	a	a	DET
spir-8408	299	6	retweet	retweet	NOUN
spir-8408	299	7	,	,	PUNCT
spir-8408	299	8	the	the	DET
spir-8408	299	9	original	original	ADJ
spir-8408	299	10	tweet	tweet	NOUN
spir-8408	299	11	is	be	AUX
spir-8408	299	12	wholly	wholly	ADV
spir-8408	299	13	embedded	embed	VERB
spir-8408	299	14	in	in	ADP
spir-8408	299	15	the	the	DET
spir-8408	299	16	meta	meta	PROPN
spir-8408	299	17	data	datum	NOUN
spir-8408	299	18	(	(	PUNCT
spir-8408	299	19	excepting	except	VERB
spir-8408	299	20	“	"	PUNCT
spir-8408	299	21	old	old	ADJ
spir-8408	299	22	style	style	NOUN
spir-8408	299	23	”	"	PUNCT
spir-8408	299	24	or	or	CCONJ
spir-8408	299	25	manual	manual	ADJ
spir-8408	299	26	retweets	retweet	NOUN
spir-8408	299	27	,	,	PUNCT
spir-8408	299	28	not	not	PART
spir-8408	299	29	used	use	VERB
spir-8408	299	30	in	in	ADP
spir-8408	299	31	this	this	DET
spir-8408	299	32	analysis	analysis	NOUN
spir-8408	299	33	)	)	PUNCT
spir-8408	299	34	.	.	PUNCT
spir-8408	300	1	cleaning	clean	VERB
spir-8408	300	2	the	the	DET
spir-8408	300	3	data	datum	NOUN
spir-8408	300	4	involved	involve	VERB
spir-8408	300	5	selecting	select	VERB
spir-8408	300	6	out	out	ADP
spir-8408	300	7	all	all	DET
spir-8408	300	8	user	user	NOUN
spir-8408	300	9	names	name	NOUN
spir-8408	300	10	and	and	CCONJ
spir-8408	300	11	the	the	DET
spir-8408	300	12	names	name	NOUN
spir-8408	300	13	of	of	ADP
spir-8408	300	14	the	the	DET
spir-8408	300	15	users	user	NOUN
spir-8408	300	16	who	who	PRON
spir-8408	300	17	they	they	PRON
spir-8408	300	18	were	be	AUX
spir-8408	300	19	retweeting	retweete	VERB
spir-8408	300	20	for	for	ADP
spir-8408	300	21	each	each	DET
spir-8408	300	22	tweet	tweet	NOUN
spir-8408	300	23	.	.	PUNCT
spir-8408	301	1	the	the	DET
spir-8408	301	2	result	result	NOUN
spir-8408	301	3	was	be	AUX
spir-8408	301	4	a	a	DET
spir-8408	301	5	link	link	NOUN
spir-8408	301	6	list	list	NOUN
spir-8408	301	7	:	:	PUNCT
spir-8408	301	8	two	two	NUM
spir-8408	301	9	column	column	NOUN
spir-8408	301	10	data	datum	NOUN
spir-8408	301	11	set	set	VERB
spir-8408	301	12	with	with	ADP
spir-8408	301	13	retweeters	retweeter	NOUN
spir-8408	301	14	in	in	ADP
spir-8408	301	15	the	the	DET
spir-8408	301	16	first	first	ADJ
spir-8408	301	17	column	column	NOUN
spir-8408	301	18	and	and	CCONJ
spir-8408	301	19	retweeted	retweete	VERB
spir-8408	301	20	in	in	ADP
spir-8408	301	21	the	the	DET
spir-8408	301	22	second	second	ADJ
spir-8408	301	23	.	.	PUNCT
spir-8408	302	1	redundancies	redundancy	NOUN
spir-8408	302	2	are	be	AUX
spir-8408	302	3	ignored	ignore	VERB
spir-8408	302	4	for	for	ADP
spir-8408	302	5	this	this	DET
spir-8408	302	6	analysis	analysis	NOUN
spir-8408	302	7	,	,	PUNCT
spir-8408	302	8	which	which	PRON
spir-8408	302	9	would	would	AUX
spir-8408	302	10	be	be	AUX
spir-8408	302	11	problematic	problematic	ADJ
spir-8408	302	12	in	in	ADP
spir-8408	302	13	an	an	DET
spir-8408	302	14	actual	actual	ADJ
spir-8408	302	15	study	study	NOUN
spir-8408	302	16	,	,	PUNCT
spir-8408	302	17	but	but	CCONJ
spir-8408	302	18	not	not	PART
spir-8408	302	19	relevant	relevant	ADJ
spir-8408	302	20	for	for	ADP
spir-8408	302	21	the	the	DET
spir-8408	302	22	illustrative	illustrative	ADJ
spir-8408	302	23	analysis	analysis	NOUN
spir-8408	302	24	of	of	ADP
spir-8408	302	25	this	this	DET
spir-8408	302	26	short	short	ADJ
spir-8408	302	27	paper	paper	NOUN
spir-8408	302	28	.	.	PUNCT
spir-8408	303	1	the	the	DET
spir-8408	303	2	network	network	NOUN
spir-8408	303	3	has	have	VERB
spir-8408	303	4	768	768	NUM
spir-8408	303	5	nodes	node	NOUN
spir-8408	303	6	(	(	PUNCT
spir-8408	303	7	users	user	NOUN
spir-8408	303	8	or	or	CCONJ
spir-8408	303	9	twitter	twitter	NOUN
spir-8408	303	10	accounts	account	NOUN
spir-8408	303	11	)	)	PUNCT
spir-8408	303	12	and	and	CCONJ
spir-8408	303	13	1,340	1,340	NUM
spir-8408	303	14	links	link	NOUN
spir-8408	303	15	(	(	PUNCT
spir-8408	303	16	cases	case	NOUN
spir-8408	303	17	where	where	SCONJ
spir-8408	303	18	some	some	DET
spir-8408	303	19	user	user	NOUN
spir-8408	303	20	b	b	PROPN
spir-8408	303	21	retweeted	retweete	VERB
spir-8408	303	22	some	some	DET
spir-8408	303	23	other	other	ADJ
spir-8408	303	24	user	user	NOUN
spir-8408	303	25	a	a	NOUN
spir-8408	303	26	)	)	PUNCT
spir-8408	303	27	.	.	PUNCT
spir-8408	304	1	discussion	discussion	NOUN
spir-8408	304	2	of	of	ADP
spir-8408	304	3	findings	finding	NOUN
spir-8408	304	4	for	for	ADP
spir-8408	304	5	each	each	DET
spir-8408	304	6	graphic	graphic	NOUN
spir-8408	304	7	i	i	PRON
spir-8408	304	8	discuss	discuss	VERB
spir-8408	304	9	some	some	PRON
spir-8408	304	10	of	of	ADP
spir-8408	304	11	the	the	DET
spir-8408	304	12	more	more	ADV
spir-8408	304	13	easily	easily	ADV
spir-8408	304	14	made	make	VERB
spir-8408	304	15	observations	observation	NOUN
spir-8408	304	16	about	about	ADP
spir-8408	304	17	the	the	DET
spir-8408	304	18	network	network	NOUN
spir-8408	304	19	from	from	ADP
spir-8408	304	20	the	the	DET
spir-8408	304	21	visualization	visualization	NOUN
spir-8408	304	22	.	.	PUNCT
spir-8408	305	1	where	where	SCONJ
spir-8408	305	2	relevant	relevant	ADJ
spir-8408	305	3	i	i	PRON
spir-8408	305	4	relate	relate	VERB
spir-8408	305	5	these	these	DET
spir-8408	305	6	observations	observation	NOUN
spir-8408	305	7	to	to	ADP
spir-8408	305	8	the	the	DET
spir-8408	305	9	inner	inner	ADJ
spir-8408	305	10	workings	working	NOUN
spir-8408	305	11	of	of	ADP
spir-8408	305	12	the	the	DET
spir-8408	305	13	algorithm	algorithm	NOUN
spir-8408	305	14	.	.	PUNCT
spir-8408	306	1	figure	figure	NOUN
spir-8408	306	2	1	1	NUM
spir-8408	306	3	was	be	AUX
spir-8408	306	4	created	create	VERB
spir-8408	306	5	using	use	VERB
spir-8408	306	6	the	the	DET
spir-8408	306	7	kamada	kamada	NOUN
spir-8408	306	8	and	and	CCONJ
spir-8408	306	9	kawai	kawai	PROPN
spir-8408	306	10	(	(	PUNCT
spir-8408	306	11	1989	1989	NUM
spir-8408	306	12	)	)	PUNCT
spir-8408	306	13	layout	layout	NOUN
spir-8408	306	14	.	.	PUNCT
spir-8408	307	1	from	from	ADP
spir-8408	307	2	it	it	PRON
spir-8408	307	3	we	we	PRON
spir-8408	307	4	can	can	AUX
spir-8408	307	5	see	see	VERB
spir-8408	307	6	a	a	DET
spir-8408	307	7	large	large	ADJ
spir-8408	307	8	single	single	ADJ
spir-8408	307	9	component	component	NOUN
spir-8408	307	10	,	,	PUNCT
spir-8408	307	11	which	which	PRON
spir-8408	307	12	is	be	AUX
spir-8408	307	13	a	a	DET
spir-8408	307	14	subset	subset	NOUN
spir-8408	307	15	of	of	ADP
spir-8408	307	16	the	the	DET
spir-8408	307	17	network	network	NOUN
spir-8408	307	18	where	where	SCONJ
spir-8408	307	19	each	each	DET
spir-8408	307	20	node	node	NOUN
spir-8408	307	21	connects	connect	VERB
spir-8408	307	22	to	to	ADP
spir-8408	307	23	at	at	ADV
spir-8408	307	24	least	least	ADV
spir-8408	307	25	one	one	NUM
spir-8408	307	26	other	other	ADJ
spir-8408	307	27	node	node	NOUN
spir-8408	307	28	in	in	ADP
spir-8408	307	29	the	the	DET
spir-8408	307	30	component	component	NOUN
spir-8408	307	31	,	,	PUNCT
spir-8408	307	32	surrounded	surround	VERB
spir-8408	307	33	by	by	ADP
spir-8408	307	34	an	an	DET
spir-8408	307	35	unconnected	unconnected	ADJ
spir-8408	307	36	ring	ring	NOUN
spir-8408	307	37	.	.	PUNCT
spir-8408	308	1	within	within	ADP
spir-8408	308	2	the	the	DET
spir-8408	308	3	ring	ring	NOUN
spir-8408	308	4	it	it	PRON
spir-8408	308	5	is	be	AUX
spir-8408	308	6	obvious	obvious	ADJ
spir-8408	308	7	that	that	SCONJ
spir-8408	308	8	some	some	PRON
spir-8408	308	9	of	of	ADP
spir-8408	308	10	the	the	DET
spir-8408	308	11	dyads	dyad	NOUN
spir-8408	308	12	,	,	PUNCT
spir-8408	308	13	two	two	NUM
spir-8408	308	14	nodes	node	NOUN
spir-8408	308	15	connected	connect	VERB
spir-8408	308	16	by	by	ADP
spir-8408	308	17	a	a	DET
spir-8408	308	18	link	link	NOUN
spir-8408	308	19	,	,	PUNCT
spir-8408	308	20	form	form	VERB
spir-8408	308	21	their	their	PRON
spir-8408	308	22	own	own	ADJ
spir-8408	308	23	isolated	isolated	ADJ
spir-8408	308	24	component	component	NOUN
spir-8408	308	25	,	,	PUNCT
spir-8408	308	26	but	but	CCONJ
spir-8408	308	27	because	because	SCONJ
spir-8408	308	28	of	of	ADP
spir-8408	308	29	the	the	DET
spir-8408	308	30	link	link	NOUN
spir-8408	308	31	overlap	overlap	NOUN
spir-8408	308	32	it	it	PRON
spir-8408	308	33	is	be	AUX
spir-8408	308	34	difficult	difficult	ADJ
spir-8408	308	35	to	to	PART
spir-8408	308	36	determine	determine	VERB
spir-8408	308	37	if	if	SCONJ
spir-8408	308	38	it	it	PRON
spir-8408	308	39	is	be	AUX
spir-8408	308	40	made	make	VERB
spir-8408	308	41	up	up	ADP
spir-8408	308	42	primarily	primarily	ADV
spir-8408	308	43	of	of	ADP
spir-8408	308	44	isolated	isolated	ADJ
spir-8408	308	45	dyads	dyad	NOUN
spir-8408	308	46	or	or	CCONJ
spir-8408	308	47	other	other	ADJ
spir-8408	308	48	formations	formation	NOUN
spir-8408	308	49	.	.	PUNCT
spir-8408	309	1	the	the	DET
spir-8408	309	2	link	link	NOUN
spir-8408	309	3	overlap	overlap	NOUN
spir-8408	309	4	is	be	AUX
spir-8408	309	5	a	a	DET
spir-8408	309	6	byproduct	byproduct	NOUN
spir-8408	309	7	of	of	ADP
spir-8408	309	8	the	the	DET
spir-8408	309	9	algorithm	algorithm	NOUN
spir-8408	309	10	,	,	PUNCT
spir-8408	309	11	which	which	PRON
spir-8408	309	12	is	be	AUX
spir-8408	309	13	designed	design	VERB
spir-8408	309	14	to	to	PART
spir-8408	309	15	situate	situate	VERB
spir-8408	309	16	linked	link	VERB
spir-8408	309	17	nodes	node	NOUN
spir-8408	309	18	an	an	DET
spir-8408	309	19	ideal	ideal	ADJ
spir-8408	309	20	distance	distance	NOUN
spir-8408	309	21	apart	apart	ADV
spir-8408	309	22	.	.	PUNCT
spir-8408	310	1	this	this	PRON
spir-8408	310	2	allows	allow	VERB
spir-8408	310	3	us	we	PRON
spir-8408	310	4	to	to	PART
spir-8408	310	5	visually	visually	ADV
spir-8408	310	6	determine	determine	VERB
spir-8408	310	7	the	the	DET
spir-8408	310	8	number	number	NOUN
spir-8408	310	9	of	of	ADP
spir-8408	310	10	links	link	NOUN
spir-8408	310	11	that	that	PRON
spir-8408	310	12	information	information	NOUN
spir-8408	310	13	would	would	AUX
spir-8408	310	14	need	need	VERB
spir-8408	310	15	to	to	PART
spir-8408	310	16	flow	flow	VERB
spir-8408	310	17	from	from	ADP
spir-8408	310	18	one	one	NUM
spir-8408	310	19	node	node	NOUN
spir-8408	310	20	to	to	ADP
spir-8408	310	21	another	another	PRON
spir-8408	310	22	,	,	PUNCT
spir-8408	310	23	which	which	PRON
spir-8408	310	24	results	result	VERB
spir-8408	310	25	in	in	ADP
spir-8408	310	26	concentric	concentric	ADJ
spir-8408	310	27	circles	circle	NOUN
spir-8408	310	28	radiating	radiate	VERB
spir-8408	310	29	out	out	ADP
spir-8408	310	30	from	from	ADP
spir-8408	310	31	the	the	DET
spir-8408	310	32	dense	dense	ADJ
spir-8408	310	33	core	core	NOUN
spir-8408	310	34	of	of	ADP
spir-8408	310	35	the	the	DET
spir-8408	310	36	network	network	NOUN
spir-8408	310	37	.	.	PUNCT
spir-8408	311	1	the	the	DET
spir-8408	311	2	groupings	grouping	NOUN
spir-8408	311	3	of	of	ADP
spir-8408	311	4	nodes	node	NOUN
spir-8408	311	5	with	with	ADP
spir-8408	311	6	a	a	DET
spir-8408	311	7	single	single	ADJ
spir-8408	311	8	link	link	NOUN
spir-8408	311	9	all	all	PRON
spir-8408	311	10	connected	connect	VERB
spir-8408	311	11	to	to	ADP
spir-8408	311	12	the	the	DET
spir-8408	311	13	same	same	ADJ
spir-8408	311	14	node	node	NOUN
spir-8408	311	15	represent	represent	VERB
spir-8408	311	16	cases	case	NOUN
spir-8408	311	17	where	where	SCONJ
spir-8408	311	18	many	many	ADJ
spir-8408	311	19	people	people	NOUN
spir-8408	311	20	(	(	PUNCT
spir-8408	311	21	end	end	NOUN
spir-8408	311	22	nodes	node	NOUN
spir-8408	311	23	)	)	PUNCT
spir-8408	311	24	retweeted	retweete	VERB
spir-8408	311	25	a	a	DET
spir-8408	311	26	single	single	ADJ
spir-8408	311	27	person	person	NOUN
spir-8408	311	28	’s	’s	PART
spir-8408	311	29	tweet	tweet	NOUN
spir-8408	311	30	.	.	PUNCT
spir-8408	312	1	1	1	NUM
spir-8408	312	2	http://www.r-project.org/	http://www.r-project.org/	NOUN
spir-8408	312	3	2	2	NUM
spir-8408	312	4	https://dev.twitter.com/docs/streaming-apis	https://dev.twitter.com/docs/streaming-apis	PROPN
spir-8408	312	5	selected	select	VERB
spir-8408	312	6	papers	paper	NOUN
spir-8408	312	7	of	of	ADP
spir-8408	312	8	internet	internet	NOUN
spir-8408	312	9	research	research	NOUN
spir-8408	312	10	14.0	14.0	NUM
spir-8408	312	11	,	,	PUNCT
spir-8408	312	12	2013	2013	NUM
spir-8408	312	13	:	:	PUNCT
spir-8408	312	14	denver	denver	PROPN
spir-8408	312	15	,	,	PUNCT
spir-8408	312	16	usa	usa	PROPN
spir-8408	312	17	3	3	NUM
spir-8408	312	18	figure	figure	NOUN
spir-8408	312	19	1	1	NUM
spir-8408	312	20	:	:	PUNCT
spir-8408	312	21	kamada	kamada	PROPN
spir-8408	312	22	and	and	CCONJ
spir-8408	312	23	kawai	kawai	PROPN
spir-8408	312	24	force	force	PROPN
spir-8408	312	25	based	base	VERB
spir-8408	312	26	network	network	NOUN
spir-8408	312	27	layout	layout	PROPN
spir-8408	312	28	.	.	PUNCT
spir-8408	313	1	fruchterman	fruchterman	NOUN
spir-8408	313	2	and	and	CCONJ
spir-8408	313	3	reingold	reingold	PROPN
spir-8408	313	4	’s	’s	PART
spir-8408	313	5	force	force	NOUN
spir-8408	313	6	directed	direct	VERB
spir-8408	313	7	layout	layout	NOUN
spir-8408	313	8	is	be	AUX
spir-8408	313	9	plotted	plot	VERB
spir-8408	313	10	on	on	ADP
spir-8408	313	11	the	the	DET
spir-8408	313	12	same	same	ADJ
spir-8408	313	13	dataset	dataset	NOUN
spir-8408	313	14	in	in	ADP
spir-8408	313	15	figure	figure	NOUN
spir-8408	313	16	2	2	NUM
spir-8408	313	17	.	.	PUNCT
spir-8408	314	1	the	the	DET
spir-8408	314	2	idea	idea	NOUN
spir-8408	314	3	behind	behind	ADP
spir-8408	314	4	force	force	PROPN
spir-8408	314	5	directed	direct	VERB
spir-8408	314	6	node	node	ADJ
spir-8408	314	7	placement	placement	NOUN
spir-8408	314	8	is	be	AUX
spir-8408	314	9	that	that	SCONJ
spir-8408	314	10	linked	link	VERB
spir-8408	314	11	nodes	node	NOUN
spir-8408	314	12	exert	exert	VERB
spir-8408	314	13	attractive	attractive	ADJ
spir-8408	314	14	forces	force	NOUN
spir-8408	314	15	on	on	ADP
spir-8408	314	16	each	each	DET
spir-8408	314	17	other	other	ADJ
spir-8408	314	18	,	,	PUNCT
spir-8408	314	19	and	and	CCONJ
spir-8408	314	20	,	,	PUNCT
spir-8408	314	21	depending	depend	VERB
spir-8408	314	22	on	on	ADP
spir-8408	314	23	the	the	DET
spir-8408	314	24	algorithm	algorithm	NOUN
spir-8408	314	25	,	,	PUNCT
spir-8408	314	26	repulsive	repulsive	ADJ
spir-8408	314	27	forces	force	NOUN
spir-8408	314	28	.	.	PUNCT
spir-8408	315	1	where	where	SCONJ
spir-8408	315	2	kamada	kamada	PROPN
spir-8408	315	3	and	and	CCONJ
spir-8408	315	4	kawai	kawai	PROPN
spir-8408	315	5	attempt	attempt	VERB
spir-8408	315	6	to	to	PART
spir-8408	315	7	repulse	repulse	VERB
spir-8408	315	8	nodes	node	NOUN
spir-8408	315	9	at	at	ADP
spir-8408	315	10	least	least	ADJ
spir-8408	315	11	as	as	ADV
spir-8408	315	12	far	far	ADV
spir-8408	315	13	as	as	SCONJ
spir-8408	315	14	the	the	DET
spir-8408	315	15	ideal	ideal	ADJ
spir-8408	315	16	distance	distance	NOUN
spir-8408	315	17	,	,	PUNCT
spir-8408	315	18	fruchterman	fruchterman	NOUN
spir-8408	315	19	and	and	CCONJ
spir-8408	315	20	reingold	reingold	PROPN
spir-8408	315	21	’s	’s	PART
spir-8408	315	22	approach	approach	NOUN
spir-8408	315	23	is	be	AUX
spir-8408	315	24	to	to	PART
spir-8408	315	25	have	have	VERB
spir-8408	315	26	all	all	DET
spir-8408	315	27	nodes	node	NOUN
spir-8408	315	28	exert	exert	VERB
spir-8408	315	29	a	a	DET
spir-8408	315	30	repulsive	repulsive	ADJ
spir-8408	315	31	force	force	NOUN
spir-8408	315	32	on	on	ADP
spir-8408	315	33	all	all	DET
spir-8408	315	34	other	other	ADJ
spir-8408	315	35	nodes	node	NOUN
spir-8408	315	36	.	.	PUNCT
spir-8408	316	1	these	these	DET
spir-8408	316	2	forces	force	NOUN
spir-8408	316	3	can	can	AUX
spir-8408	316	4	be	be	AUX
spir-8408	316	5	calibrated	calibrate	VERB
spir-8408	316	6	via	via	ADP
spir-8408	316	7	researcher	researcher	NOUN
spir-8408	316	8	-	-	PUNCT
spir-8408	316	9	chosen	choose	VERB
spir-8408	316	10	parameters	parameter	NOUN
spir-8408	316	11	.	.	PUNCT
spir-8408	317	1	the	the	DET
spir-8408	317	2	intent	intent	NOUN
spir-8408	317	3	behind	behind	ADP
spir-8408	317	4	the	the	DET
spir-8408	317	5	software	software	NOUN
spir-8408	317	6	is	be	AUX
spir-8408	317	7	for	for	SCONJ
spir-8408	317	8	the	the	DET
spir-8408	317	9	resulting	result	VERB
spir-8408	317	10	layouts	layout	NOUN
spir-8408	317	11	to	to	PART
spir-8408	317	12	have	have	VERB
spir-8408	317	13	link	link	NOUN
spir-8408	317	14	overlap	overlap	NOUN
spir-8408	317	15	than	than	ADP
spir-8408	317	16	the	the	DET
spir-8408	317	17	previous	previous	ADJ
spir-8408	317	18	layout	layout	NOUN
spir-8408	317	19	.	.	PUNCT
spir-8408	318	1	a	a	DET
spir-8408	318	2	researcher	researcher	NOUN
spir-8408	318	3	can	can	AUX
spir-8408	318	4	quickly	quickly	ADV
spir-8408	318	5	see	see	VERB
spir-8408	318	6	that	that	SCONJ
spir-8408	318	7	most	most	ADJ
spir-8408	318	8	of	of	ADP
spir-8408	318	9	the	the	DET
spir-8408	318	10	disconnected	disconnected	ADJ
spir-8408	318	11	components	component	NOUN
spir-8408	318	12	are	be	AUX
spir-8408	318	13	dyads	dyad	NOUN
spir-8408	318	14	,	,	PUNCT
spir-8408	318	15	but	but	CCONJ
spir-8408	318	16	a	a	DET
spir-8408	318	17	number	number	NOUN
spir-8408	318	18	of	of	ADP
spir-8408	318	19	them	they	PRON
spir-8408	318	20	form	form	VERB
spir-8408	318	21	different	different	ADJ
spir-8408	318	22	configurations	configuration	NOUN
spir-8408	318	23	.	.	PUNCT
spir-8408	319	1	with	with	ADP
spir-8408	319	2	this	this	DET
spir-8408	319	3	layout	layout	NOUN
spir-8408	319	4	we	we	PRON
spir-8408	319	5	can	can	AUX
spir-8408	319	6	also	also	ADV
spir-8408	319	7	see	see	VERB
spir-8408	319	8	some	some	PRON
spir-8408	319	9	of	of	ADP
spir-8408	319	10	the	the	DET
spir-8408	319	11	linking	link	VERB
spir-8408	319	12	patterns	pattern	NOUN
spir-8408	319	13	in	in	ADP
spir-8408	319	14	the	the	DET
spir-8408	319	15	core	core	NOUN
spir-8408	319	16	of	of	ADP
spir-8408	319	17	the	the	DET
spir-8408	319	18	network	network	NOUN
spir-8408	319	19	(	(	PUNCT
spir-8408	319	20	heaver	heav	ADJ
spir-8408	319	21	linking	link	VERB
spir-8408	319	22	between	between	ADP
spir-8408	319	23	nodes	node	NOUN
spir-8408	319	24	)	)	PUNCT
spir-8408	319	25	.	.	PUNCT
spir-8408	320	1	selected	select	VERB
spir-8408	320	2	papers	paper	NOUN
spir-8408	320	3	of	of	ADP
spir-8408	320	4	internet	internet	NOUN
spir-8408	320	5	research	research	NOUN
spir-8408	320	6	14.0	14.0	NUM
spir-8408	320	7	,	,	PUNCT
spir-8408	320	8	2013	2013	NUM
spir-8408	320	9	:	:	PUNCT
spir-8408	320	10	denver	denver	PROPN
spir-8408	320	11	,	,	PUNCT
spir-8408	320	12	usa	usa	PROPN
spir-8408	320	13	4	4	NUM
spir-8408	320	14	figure	figure	NOUN
spir-8408	320	15	2	2	NUM
spir-8408	320	16	:	:	PUNCT
spir-8408	320	17	fruchterman	fruchterman	NOUN
spir-8408	320	18	and	and	CCONJ
spir-8408	320	19	reingold	reingold	ADJ
spir-8408	320	20	force	force	NOUN
spir-8408	320	21	based	base	VERB
spir-8408	320	22	network	network	NOUN
spir-8408	320	23	layout	layout	PROPN
spir-8408	320	24	.	.	PUNCT
spir-8408	321	1	figure	figure	NOUN
spir-8408	321	2	3	3	NUM
spir-8408	321	3	is	be	AUX
spir-8408	321	4	the	the	DET
spir-8408	321	5	openord	openord	NOUN
spir-8408	321	6	layout	layout	NOUN
spir-8408	321	7	(	(	PUNCT
spir-8408	321	8	martin	martin	PROPN
spir-8408	321	9	et	et	PROPN
spir-8408	321	10	al	al	PROPN
spir-8408	321	11	.	.	PROPN
spir-8408	321	12	,	,	PUNCT
spir-8408	321	13	2011	2011	NUM
spir-8408	321	14	)	)	PUNCT
spir-8408	321	15	.	.	PUNCT
spir-8408	322	1	notice	notice	VERB
spir-8408	322	2	we	we	PRON
spir-8408	322	3	no	no	ADV
spir-8408	322	4	longer	long	ADV
spir-8408	322	5	can	can	AUX
spir-8408	322	6	discern	discern	VERB
spir-8408	322	7	the	the	DET
spir-8408	322	8	sizes	size	NOUN
spir-8408	322	9	of	of	ADP
spir-8408	322	10	retweet	retweet	NOUN
spir-8408	322	11	events	event	NOUN
spir-8408	322	12	.	.	PUNCT
spir-8408	323	1	indeed	indeed	ADV
spir-8408	323	2	,	,	PUNCT
spir-8408	323	3	a	a	DET
spir-8408	323	4	researcher	researcher	NOUN
spir-8408	323	5	looking	look	VERB
spir-8408	323	6	at	at	ADP
spir-8408	323	7	this	this	DET
spir-8408	323	8	graph	graph	NOUN
spir-8408	323	9	may	may	AUX
spir-8408	323	10	interpret	interpret	VERB
spir-8408	323	11	clumped	clumped	ADJ
spir-8408	323	12	nodes	node	NOUN
spir-8408	323	13	as	as	ADP
spir-8408	323	14	network	network	NOUN
spir-8408	323	15	clusters	cluster	NOUN
spir-8408	323	16	,	,	PUNCT
spir-8408	323	17	yet	yet	CCONJ
spir-8408	323	18	they	they	PRON
spir-8408	323	19	instead	instead	ADV
spir-8408	323	20	may	may	AUX
spir-8408	323	21	be	be	AUX
spir-8408	323	22	users	user	NOUN
spir-8408	323	23	bunched	bunch	VERB
spir-8408	323	24	together	together	ADV
spir-8408	323	25	because	because	SCONJ
spir-8408	323	26	they	they	PRON
spir-8408	323	27	all	all	PRON
spir-8408	323	28	retweeted	retweete	VERB
spir-8408	323	29	a	a	DET
spir-8408	323	30	single	single	ADJ
spir-8408	323	31	user	user	NOUN
spir-8408	323	32	at	at	ADP
spir-8408	323	33	the	the	DET
spir-8408	323	34	heart	heart	NOUN
spir-8408	323	35	of	of	ADP
spir-8408	323	36	the	the	DET
spir-8408	323	37	clump	clump	NOUN
spir-8408	323	38	.	.	PUNCT
spir-8408	324	1	we	we	PRON
spir-8408	324	2	also	also	ADV
spir-8408	324	3	lose	lose	VERB
spir-8408	324	4	any	any	DET
spir-8408	324	5	resolution	resolution	NOUN
spir-8408	324	6	into	into	ADP
spir-8408	324	7	our	our	PRON
spir-8408	324	8	disconnected	disconnected	ADJ
spir-8408	324	9	dyads	dyad	NOUN
spir-8408	324	10	.	.	PUNCT
spir-8408	325	1	the	the	DET
spir-8408	325	2	algorithm	algorithm	NOUN
spir-8408	325	3	intentionally	intentionally	ADV
spir-8408	325	4	clumps	clump	VERB
spir-8408	325	5	nodes	nod	VERB
spir-8408	325	6	together	together	ADV
spir-8408	325	7	when	when	SCONJ
spir-8408	325	8	they	they	PRON
spir-8408	325	9	are	be	AUX
spir-8408	325	10	tightly	tightly	ADV
spir-8408	325	11	connected	connect	VERB
spir-8408	325	12	to	to	ADP
spir-8408	325	13	each	each	DET
spir-8408	325	14	other	other	ADJ
spir-8408	325	15	but	but	CCONJ
spir-8408	325	16	loosely	loosely	ADV
spir-8408	325	17	connected	connect	VERB
spir-8408	325	18	to	to	ADP
spir-8408	325	19	distant	distant	ADJ
spir-8408	325	20	parts	part	NOUN
spir-8408	325	21	of	of	ADP
spir-8408	325	22	the	the	DET
spir-8408	325	23	graph	graph	NOUN
spir-8408	325	24	.	.	PUNCT
spir-8408	326	1	such	such	ADJ
spir-8408	326	2	clustering	clustering	NOUN
spir-8408	326	3	is	be	AUX
spir-8408	326	4	useful	useful	ADJ
spir-8408	326	5	when	when	SCONJ
spir-8408	326	6	the	the	DET
spir-8408	326	7	dominant	dominant	ADJ
spir-8408	326	8	structures	structure	NOUN
spir-8408	326	9	of	of	ADP
spir-8408	326	10	the	the	DET
spir-8408	326	11	network	network	NOUN
spir-8408	326	12	are	be	AUX
spir-8408	326	13	being	be	AUX
spir-8408	326	14	studied	study	VERB
spir-8408	326	15	.	.	PUNCT
spir-8408	327	1	selected	select	VERB
spir-8408	327	2	papers	paper	NOUN
spir-8408	327	3	of	of	ADP
spir-8408	327	4	internet	internet	NOUN
spir-8408	327	5	research	research	NOUN
spir-8408	327	6	14.0	14.0	NUM
spir-8408	327	7	,	,	PUNCT
spir-8408	327	8	2013	2013	NUM
spir-8408	327	9	:	:	PUNCT
spir-8408	327	10	denver	denver	PROPN
spir-8408	327	11	,	,	PUNCT
spir-8408	327	12	usa	usa	PROPN
spir-8408	327	13	5	5	NUM
spir-8408	327	14	figure	figure	NOUN
spir-8408	327	15	3	3	NUM
spir-8408	327	16	:	:	PUNCT
spir-8408	327	17	martin	martin	PROPN
spir-8408	327	18	et	et	PROPN
spir-8408	327	19	al	al	PROPN
spir-8408	327	20	.	.	PROPN
spir-8408	327	21	’s	’s	PART
spir-8408	327	22	openord	openord	PROPN
spir-8408	327	23	layout	layout	PROPN
spir-8408	327	24	.	.	PUNCT
spir-8408	328	1	conclusions	conclusion	NOUN
spir-8408	328	2	as	as	SCONJ
spir-8408	328	3	i	i	PRON
spir-8408	328	4	demonstrate	demonstrate	VERB
spir-8408	328	5	in	in	ADP
spir-8408	328	6	this	this	DET
spir-8408	328	7	short	short	ADJ
spir-8408	328	8	paper	paper	NOUN
spir-8408	328	9	,	,	PUNCT
spir-8408	328	10	the	the	DET
spir-8408	328	11	design	design	NOUN
spir-8408	328	12	choices	choice	NOUN
spir-8408	328	13	of	of	ADP
spir-8408	328	14	network	network	NOUN
spir-8408	328	15	layout	layout	NOUN
spir-8408	328	16	algorithms	algorithm	NOUN
spir-8408	328	17	can	can	AUX
spir-8408	328	18	produce	produce	VERB
spir-8408	328	19	visualizations	visualization	NOUN
spir-8408	328	20	that	that	PRON
spir-8408	328	21	highlight	highlight	VERB
spir-8408	328	22	some	some	DET
spir-8408	328	23	patterns	pattern	NOUN
spir-8408	328	24	,	,	PUNCT
spir-8408	328	25	obscure	obscure	ADJ
spir-8408	328	26	others	other	NOUN
spir-8408	328	27	,	,	PUNCT
spir-8408	328	28	and	and	CCONJ
spir-8408	328	29	may	may	AUX
spir-8408	328	30	lead	lead	VERB
spir-8408	328	31	to	to	ADP
spir-8408	328	32	faulty	faulty	ADJ
spir-8408	328	33	assumptions	assumption	NOUN
spir-8408	328	34	about	about	ADP
spir-8408	328	35	the	the	DET
spir-8408	328	36	nature	nature	NOUN
spir-8408	328	37	of	of	ADP
spir-8408	328	38	the	the	DET
spir-8408	328	39	data	datum	NOUN
spir-8408	328	40	.	.	PUNCT
spir-8408	329	1	when	when	SCONJ
spir-8408	329	2	network	network	NOUN
spir-8408	329	3	visualizations	visualization	NOUN
spir-8408	329	4	are	be	AUX
spir-8408	329	5	employed	employ	VERB
spir-8408	329	6	,	,	PUNCT
spir-8408	329	7	researchers	researcher	NOUN
spir-8408	329	8	must	must	AUX
spir-8408	329	9	demonstrate	demonstrate	VERB
spir-8408	329	10	an	an	DET
spir-8408	329	11	understanding	understanding	NOUN
spir-8408	329	12	of	of	ADP
spir-8408	329	13	,	,	PUNCT
spir-8408	329	14	and	and	CCONJ
spir-8408	329	15	reflexively	reflexively	ADV
spir-8408	329	16	report	report	VERB
spir-8408	329	17	on	on	ADP
spir-8408	329	18	,	,	PUNCT
spir-8408	329	19	the	the	DET
spir-8408	329	20	underlying	underlie	VERB
spir-8408	329	21	algorithms	algorithm	NOUN
spir-8408	329	22	that	that	PRON
spir-8408	329	23	play	play	VERB
spir-8408	329	24	a	a	DET
spir-8408	329	25	role	role	NOUN
spir-8408	329	26	in	in	ADP
spir-8408	329	27	facilitating	facilitate	VERB
spir-8408	329	28	sensemaking	sensemaking	NOUN
spir-8408	329	29	and	and	CCONJ
spir-8408	329	30	data	datum	NOUN
spir-8408	329	31	analysis	analysis	NOUN
spir-8408	329	32	.	.	PUNCT
spir-8408	330	1	however	however	ADV
spir-8408	330	2	,	,	PUNCT
spir-8408	330	3	an	an	DET
spir-8408	330	4	opportunity	opportunity	NOUN
spir-8408	330	5	exists	exist	VERB
spir-8408	330	6	for	for	ADP
spir-8408	330	7	researchers	researcher	NOUN
spir-8408	330	8	with	with	ADP
spir-8408	330	9	such	such	ADJ
spir-8408	330	10	knowledge	knowledge	NOUN
spir-8408	330	11	in	in	SCONJ
spir-8408	330	12	that	that	SCONJ
spir-8408	330	13	they	they	PRON
spir-8408	330	14	can	can	AUX
spir-8408	330	15	treat	treat	VERB
spir-8408	330	16	visualizations	visualization	NOUN
spir-8408	330	17	as	as	ADP
spir-8408	330	18	a	a	DET
spir-8408	330	19	specific	specific	ADJ
spir-8408	330	20	view	view	NOUN
spir-8408	330	21	into	into	ADP
spir-8408	330	22	the	the	DET
spir-8408	330	23	data	datum	NOUN
spir-8408	330	24	.	.	PUNCT
spir-8408	331	1	indeed	indeed	ADV
spir-8408	331	2	,	,	PUNCT
spir-8408	331	3	research	research	NOUN
spir-8408	331	4	in	in	ADP
spir-8408	331	5	visual	visual	ADJ
spir-8408	331	6	analytics	analytic	NOUN
spir-8408	331	7	suggests	suggest	VERB
spir-8408	331	8	that	that	SCONJ
spir-8408	331	9	visualizations	visualization	NOUN
spir-8408	331	10	can	can	AUX
spir-8408	331	11	lower	lower	VERB
spir-8408	331	12	the	the	DET
spir-8408	331	13	cognitive	cognitive	ADJ
spir-8408	331	14	cost	cost	NOUN
spir-8408	331	15	of	of	ADP
spir-8408	331	16	sensemaking	sensemaking	NOUN
spir-8408	331	17	and	and	CCONJ
spir-8408	331	18	interpreting	interpret	VERB
spir-8408	331	19	large	large	ADJ
spir-8408	331	20	datasets	dataset	NOUN
spir-8408	331	21	(	(	PUNCT
spir-8408	331	22	thomas	thomas	PROPN
spir-8408	331	23	&	&	CCONJ
spir-8408	331	24	cook	cook	PROPN
spir-8408	331	25	,	,	PUNCT
spir-8408	331	26	2005	2005	NUM
spir-8408	331	27	)	)	PUNCT
spir-8408	331	28	.	.	PUNCT
spir-8408	332	1	thus	thus	ADV
spir-8408	332	2	,	,	PUNCT
spir-8408	332	3	understanding	understand	VERB
spir-8408	332	4	the	the	DET
spir-8408	332	5	algorithms	algorithm	NOUN
spir-8408	332	6	implies	imply	VERB
spir-8408	332	7	that	that	SCONJ
spir-8408	332	8	researchers	researcher	NOUN
spir-8408	332	9	can	can	AUX
spir-8408	332	10	select	select	VERB
spir-8408	332	11	multiple	multiple	ADJ
spir-8408	332	12	,	,	PUNCT
spir-8408	332	13	complimentary	complimentary	ADJ
spir-8408	332	14	views	view	NOUN
spir-8408	332	15	of	of	ADP
spir-8408	332	16	the	the	DET
spir-8408	332	17	data	datum	NOUN
spir-8408	332	18	that	that	PRON
spir-8408	332	19	,	,	PUNCT
spir-8408	332	20	when	when	SCONJ
spir-8408	332	21	compared	compare	VERB
spir-8408	332	22	,	,	PUNCT
spir-8408	332	23	can	can	AUX
spir-8408	332	24	yield	yield	VERB
spir-8408	332	25	deeper	deep	ADJ
spir-8408	332	26	insights	insight	NOUN
spir-8408	332	27	and	and	CCONJ
spir-8408	332	28	create	create	VERB
spir-8408	332	29	opportunities	opportunity	NOUN
spir-8408	332	30	for	for	ADP
spir-8408	332	31	qualitative	qualitative	ADJ
spir-8408	332	32	interpretation	interpretation	NOUN
spir-8408	332	33	of	of	ADP
spir-8408	332	34	large	large	ADJ
spir-8408	332	35	datasets	dataset	NOUN
spir-8408	332	36	.	.	PUNCT
spir-8408	333	1	acknowledgments	acknowledgment	NOUN
spir-8408	333	2	data	datum	NOUN
spir-8408	333	3	used	use	VERB
spir-8408	333	4	in	in	ADP
spir-8408	333	5	this	this	DET
spir-8408	333	6	work	work	NOUN
spir-8408	333	7	was	be	AUX
spir-8408	333	8	collected	collect	VERB
spir-8408	333	9	by	by	ADP
spir-8408	333	10	the	the	DET
spir-8408	333	11	social	social	ADJ
spir-8408	333	12	media	medium	NOUN
spir-8408	333	13	lab	lab	NOUN
spir-8408	333	14	at	at	ADP
spir-8408	333	15	uw	uw	PROPN
spir-8408	333	16	and	and	CCONJ
spir-8408	333	17	funded	fund	VERB
spir-8408	333	18	by	by	ADP
spir-8408	333	19	the	the	DET
spir-8408	333	20	national	national	PROPN
spir-8408	333	21	science	science	PROPN
spir-8408	333	22	foundation	foundation	PROPN
spir-8408	333	23	.	.	PUNCT
spir-8408	334	1	references	reference	NOUN
spir-8408	334	2	bender	bender	NOUN
spir-8408	334	3	-	-	PUNCT
spir-8408	334	4	demoll	demoll	PROPN
spir-8408	334	5	,	,	PUNCT
spir-8408	334	6	s.	s.	PROPN
spir-8408	334	7	,	,	PUNCT
spir-8408	334	8	&	&	CCONJ
spir-8408	334	9	mcfarland	mcfarland	PROPN
spir-8408	334	10	,	,	PUNCT
spir-8408	334	11	d.	d.	PROPN
spir-8408	334	12	a.	a.	PROPN
spir-8408	334	13	(	(	PUNCT
spir-8408	334	14	2006	2006	NUM
spir-8408	334	15	)	)	PUNCT
spir-8408	334	16	.	.	PUNCT
spir-8408	335	1	the	the	DET
spir-8408	335	2	art	art	NOUN
spir-8408	335	3	and	and	CCONJ
spir-8408	335	4	science	science	NOUN
spir-8408	335	5	of	of	ADP
spir-8408	335	6	dynamic	dynamic	ADJ
spir-8408	335	7	network	network	NOUN
spir-8408	335	8	visualization	visualization	NOUN
spir-8408	335	9	.	.	PUNCT
spir-8408	336	1	journal	journal	NOUN
spir-8408	336	2	of	of	ADP
spir-8408	336	3	social	social	ADJ
spir-8408	336	4	structure	structure	NOUN
spir-8408	336	5	,	,	PUNCT
spir-8408	336	6	7(2	7(2	NUM
spir-8408	336	7	)	)	PUNCT
spir-8408	336	8	,	,	PUNCT
spir-8408	336	9	1–38	1–38	PROPN
spir-8408	336	10	.	.	PUNCT
spir-8408	336	11	fruchterman	fruchterman	NOUN
spir-8408	336	12	,	,	PUNCT
spir-8408	336	13	t.	t.	NOUN
spir-8408	336	14	m.	m.	NOUN
spir-8408	336	15	,	,	PUNCT
spir-8408	336	16	&	&	CCONJ
spir-8408	336	17	reingold	reingold	PROPN
spir-8408	336	18	,	,	PUNCT
spir-8408	336	19	e.	e.	PROPN
spir-8408	336	20	m.	m.	PROPN
spir-8408	336	21	(	(	PUNCT
spir-8408	336	22	1991	1991	NUM
spir-8408	336	23	)	)	PUNCT
spir-8408	336	24	.	.	PUNCT
spir-8408	337	1	graph	graph	NOUN
spir-8408	337	2	drawing	draw	VERB
spir-8408	337	3	by	by	ADP
spir-8408	337	4	force-­‐directed	force-­‐directe	VERB
spir-8408	337	5	placement	placement	NOUN
spir-8408	337	6	.	.	PUNCT
spir-8408	338	1	software	software	NOUN
spir-8408	338	2	:	:	PUNCT
spir-8408	338	3	practice	practice	NOUN
spir-8408	338	4	and	and	CCONJ
spir-8408	338	5	experience	experience	NOUN
spir-8408	338	6	,	,	PUNCT
spir-8408	338	7	21(11	21(11	NUM
spir-8408	338	8	)	)	PUNCT
spir-8408	338	9	,	,	PUNCT
spir-8408	338	10	1129–1164	1129–1164	NUM
spir-8408	338	11	.	.	PUNCT
spir-8408	339	1	kamada	kamada	PROPN
spir-8408	339	2	,	,	PUNCT
spir-8408	339	3	t.	t.	PROPN
spir-8408	339	4	,	,	PUNCT
spir-8408	339	5	&	&	CCONJ
spir-8408	339	6	kawai	kawai	PROPN
spir-8408	339	7	,	,	PUNCT
spir-8408	339	8	s.	s.	PROPN
spir-8408	339	9	(	(	PUNCT
spir-8408	339	10	1989	1989	NUM
spir-8408	339	11	)	)	PUNCT
spir-8408	339	12	.	.	PUNCT
spir-8408	340	1	an	an	DET
spir-8408	340	2	algorithm	algorithm	NOUN
spir-8408	340	3	for	for	ADP
spir-8408	340	4	drawing	draw	VERB
spir-8408	340	5	general	general	ADJ
spir-8408	340	6	undirected	undirected	ADJ
spir-8408	340	7	graphs	graph	NOUN
spir-8408	340	8	.	.	PUNCT
spir-8408	341	1	information	information	NOUN
spir-8408	341	2	processing	processing	NOUN
spir-8408	341	3	letters	letter	NOUN
spir-8408	341	4	,	,	PUNCT
spir-8408	341	5	31(1	31(1	NUM
spir-8408	341	6	)	)	PUNCT
spir-8408	341	7	,	,	PUNCT
spir-8408	341	8	7–15	7–15	PROPN
spir-8408	341	9	.	.	PUNCT
spir-8408	342	1	selected	select	VERB
spir-8408	342	2	papers	paper	NOUN
spir-8408	342	3	of	of	ADP
spir-8408	342	4	internet	internet	NOUN
spir-8408	342	5	research	research	NOUN
spir-8408	342	6	14.0	14.0	NUM
spir-8408	342	7	,	,	PUNCT
spir-8408	342	8	2013	2013	NUM
spir-8408	342	9	:	:	PUNCT
spir-8408	342	10	denver	denver	PROPN
spir-8408	342	11	,	,	PUNCT
spir-8408	342	12	usa	usa	PROPN
spir-8408	342	13	6	6	NUM
spir-8408	342	14	leskovec	leskovec	NOUN
spir-8408	342	15	,	,	PUNCT
spir-8408	342	16	j.	j.	PROPN
spir-8408	342	17	,	,	PUNCT
spir-8408	342	18	backstrom	backstrom	PROPN
spir-8408	342	19	,	,	PUNCT
spir-8408	342	20	l.	l.	PROPN
spir-8408	342	21	,	,	PUNCT
spir-8408	342	22	&	&	CCONJ
spir-8408	342	23	kleinberg	kleinberg	PROPN
spir-8408	342	24	,	,	PUNCT
spir-8408	342	25	j.	j.	PROPN
spir-8408	342	26	(	(	PUNCT
spir-8408	342	27	2009	2009	NUM
spir-8408	342	28	)	)	PUNCT
spir-8408	342	29	.	.	PUNCT
spir-8408	343	1	meme	meme	NOUN
spir-8408	343	2	-	-	PUNCT
spir-8408	343	3	tracking	tracking	NOUN
spir-8408	343	4	and	and	CCONJ
spir-8408	343	5	the	the	DET
spir-8408	343	6	dynamics	dynamic	NOUN
spir-8408	343	7	of	of	ADP
spir-8408	343	8	the	the	DET
spir-8408	343	9	news	news	NOUN
spir-8408	343	10	cycle	cycle	NOUN
spir-8408	343	11	.	.	PUNCT
spir-8408	344	1	in	in	ADP
spir-8408	344	2	proceedings	proceeding	NOUN
spir-8408	344	3	of	of	ADP
spir-8408	344	4	the	the	DET
spir-8408	344	5	15th	15th	PROPN
spir-8408	344	6	acm	acm	PROPN
spir-8408	344	7	sigkdd	sigkdd	NOUN
spir-8408	344	8	international	international	ADJ
spir-8408	344	9	conference	conference	NOUN
spir-8408	344	10	on	on	ADP
spir-8408	344	11	knowledge	knowledge	NOUN
spir-8408	344	12	discovery	discovery	PROPN
spir-8408	344	13	and	and	CCONJ
spir-8408	344	14	data	datum	NOUN
spir-8408	344	15	mining	mining	NOUN
spir-8408	344	16	(	(	PUNCT
spir-8408	344	17	pp	pp	ADJ
spir-8408	344	18	.	.	PUNCT
spir-8408	345	1	497–506	497–506	NUM
spir-8408	345	2	)	)	PUNCT
spir-8408	345	3	.	.	PUNCT
spir-8408	346	1	citeseer	citeseer	NOUN
spir-8408	346	2	.	.	PUNCT
spir-8408	347	1	martin	martin	PROPN
spir-8408	347	2	,	,	PUNCT
spir-8408	347	3	s.	s.	PROPN
spir-8408	347	4	,	,	PUNCT
spir-8408	347	5	brown	brown	PROPN
spir-8408	347	6	,	,	PUNCT
spir-8408	347	7	w.	w.	PROPN
spir-8408	347	8	m.	m.	PROPN
spir-8408	347	9	,	,	PUNCT
spir-8408	347	10	klavans	klavan	NOUN
spir-8408	347	11	,	,	PUNCT
spir-8408	347	12	r.	r.	PROPN
spir-8408	347	13	,	,	PUNCT
spir-8408	347	14	&	&	CCONJ
spir-8408	347	15	boyack	boyack	PROPN
spir-8408	347	16	,	,	PUNCT
spir-8408	347	17	k.	k.	PROPN
spir-8408	347	18	w.	w.	PROPN
spir-8408	347	19	(	(	PUNCT
spir-8408	347	20	2011	2011	NUM
spir-8408	347	21	)	)	PUNCT
spir-8408	347	22	.	.	PUNCT
spir-8408	348	1	openord	openord	NOUN
spir-8408	348	2	:	:	PUNCT
spir-8408	348	3	an	an	DET
spir-8408	348	4	open	open	ADJ
spir-8408	348	5	-	-	PUNCT
spir-8408	348	6	source	source	NOUN
spir-8408	348	7	toolbox	toolbox	NOUN
spir-8408	348	8	for	for	ADP
spir-8408	348	9	large	large	ADJ
spir-8408	348	10	graph	graph	NOUN
spir-8408	348	11	layout	layout	NOUN
spir-8408	348	12	.	.	PUNCT
spir-8408	349	1	in	in	ADP
spir-8408	349	2	is&t	is&t	PROPN
spir-8408	349	3	/	/	SYM
spir-8408	349	4	spie	spie	ADJ
spir-8408	349	5	electronic	electronic	ADJ
spir-8408	349	6	imaging	imaging	NOUN
spir-8408	349	7	(	(	PUNCT
spir-8408	349	8	pp	pp	ADP
spir-8408	349	9	.	.	PUNCT
spir-8408	350	1	786806–786806–11	786806–786806–11	NUM
spir-8408	350	2	)	)	PUNCT
spir-8408	350	3	.	.	PUNCT
spir-8408	351	1	international	international	ADJ
spir-8408	351	2	society	society	NOUN
spir-8408	351	3	for	for	ADP
spir-8408	351	4	optics	optic	NOUN
spir-8408	351	5	and	and	CCONJ
spir-8408	351	6	photonics	photonic	NOUN
spir-8408	351	7	.	.	PUNCT
spir-8408	352	1	nahon	nahon	PROPN
spir-8408	352	2	,	,	PUNCT
spir-8408	352	3	k.	k.	PROPN
spir-8408	352	4	,	,	PUNCT
spir-8408	352	5	&	&	CCONJ
spir-8408	352	6	hemsley	hemsley	PROPN
spir-8408	352	7	,	,	PUNCT
spir-8408	352	8	j.	j.	PROPN
spir-8408	352	9	(	(	PUNCT
spir-8408	352	10	2011	2011	NUM
spir-8408	352	11	)	)	PUNCT
spir-8408	352	12	.	.	PUNCT
spir-8408	353	1	democracy.com	democracy.com	X
spir-8408	353	2	:	:	PUNCT
spir-8408	353	3	a	a	DET
spir-8408	353	4	tale	tale	NOUN
spir-8408	353	5	of	of	ADP
spir-8408	353	6	political	political	ADJ
spir-8408	353	7	blogs	blog	NOUN
spir-8408	353	8	and	and	CCONJ
spir-8408	353	9	content	content	NOUN
spir-8408	353	10	.	.	PUNCT
spir-8408	354	1	presented	present	VERB
spir-8408	354	2	at	at	ADP
spir-8408	354	3	the	the	DET
spir-8408	354	4	hicss-44	hicss-44	PROPN
spir-8408	354	5	(	(	PUNCT
spir-8408	354	6	hawaii	hawaii	PROPN
spir-8408	354	7	international	international	ADJ
spir-8408	354	8	conference	conference	NOUN
spir-8408	354	9	on	on	ADP
spir-8408	354	10	system	system	NOUN
spir-8408	354	11	sciences	science	NOUN
spir-8408	354	12	)	)	PUNCT
spir-8408	354	13	.	.	PUNCT
spir-8408	355	1	nahon	nahon	PROPN
spir-8408	355	2	,	,	PUNCT
spir-8408	355	3	k.	k.	PROPN
spir-8408	355	4	,	,	PUNCT
spir-8408	355	5	hemsley	hemsley	PROPN
spir-8408	355	6	,	,	PUNCT
spir-8408	355	7	j.	j.	PROPN
spir-8408	355	8	,	,	PUNCT
spir-8408	355	9	walker	walker	PROPN
spir-8408	355	10	,	,	PUNCT
spir-8408	355	11	s.	s.	PROPN
spir-8408	355	12	,	,	PUNCT
spir-8408	355	13	&	&	CCONJ
spir-8408	355	14	hussain	hussain	PROPN
spir-8408	355	15	,	,	PUNCT
spir-8408	355	16	m.	m.	NOUN
spir-8408	355	17	(	(	PUNCT
spir-8408	355	18	2011	2011	NUM
spir-8408	355	19	)	)	PUNCT
spir-8408	355	20	.	.	PUNCT
spir-8408	356	1	fifteen	fifteen	NUM
spir-8408	356	2	minutes	minute	NOUN
spir-8408	356	3	of	of	ADP
spir-8408	356	4	fame	fame	NOUN
spir-8408	356	5	:	:	PUNCT
spir-8408	356	6	the	the	DET
spir-8408	356	7	place	place	NOUN
spir-8408	356	8	of	of	ADP
spir-8408	356	9	blogs	blog	NOUN
spir-8408	356	10	in	in	ADP
spir-8408	356	11	the	the	DET
spir-8408	356	12	life	life	NOUN
spir-8408	356	13	cycle	cycle	NOUN
spir-8408	356	14	of	of	ADP
spir-8408	356	15	viral	viral	ADJ
spir-8408	356	16	political	political	ADJ
spir-8408	356	17	information	information	NOUN
spir-8408	356	18	.	.	PUNCT
spir-8408	357	1	policy	policy	NOUN
spir-8408	357	2	&	&	CCONJ
spir-8408	357	3	internet	internet	NOUN
spir-8408	357	4	,	,	PUNCT
spir-8408	357	5	3(1	3(1	NUM
spir-8408	357	6	)	)	PUNCT
spir-8408	357	7	.	.	PUNCT
spir-8408	358	1	doi:10.2202/19442866.1108	doi:10.2202/19442866.1108	PROPN
spir-8408	358	2	thomas	thomas	PROPN
spir-8408	358	3	,	,	PUNCT
spir-8408	358	4	j.	j.	PROPN
spir-8408	358	5	j.	j.	PROPN
spir-8408	358	6	,	,	PUNCT
spir-8408	358	7	&	&	CCONJ
spir-8408	358	8	cook	cook	PROPN
spir-8408	358	9	,	,	PUNCT
spir-8408	358	10	k.	k.	PROPN
spir-8408	358	11	a.	a.	PROPN
spir-8408	358	12	(	(	PUNCT
spir-8408	358	13	eds	eds	PROPN
spir-8408	358	14	.	.	PUNCT
spir-8408	358	15	)	)	PUNCT
spir-8408	358	16	.	.	PUNCT
spir-8408	359	1	(	(	PUNCT
spir-8408	359	2	2005	2005	NUM
spir-8408	359	3	)	)	PUNCT
spir-8408	359	4	.	.	PUNCT
spir-8408	360	1	illuminating	illuminate	VERB
spir-8408	360	2	the	the	DET
spir-8408	360	3	path	path	NOUN
spir-8408	360	4	:	:	PUNCT
spir-8408	360	5	the	the	DET
spir-8408	360	6	research	research	NOUN
spir-8408	360	7	and	and	CCONJ
spir-8408	360	8	development	development	NOUN
spir-8408	360	9	agenda	agenda	NOUN
spir-8408	360	10	for	for	ADP
spir-8408	360	11	visual	visual	ADJ
spir-8408	360	12	analytics	analytic	NOUN
spir-8408	360	13	.	.	PUNCT
spir-8408	361	1	national	national	ADJ
spir-8408	361	2	visualization	visualization	NOUN
spir-8408	361	3	and	and	CCONJ
spir-8408	361	4	analytics	analytic	NOUN
spir-8408	361	5	ctr	ctr	PROPN
spir-8408	361	6	.	.	PUNCT
spir-8408	362	1	retrieved	retrieve	VERB
spir-8408	362	2	from	from	ADP
spir-8408	362	3	http://vis.pnnl.gov/pdf/rd_agenda_visualanalytics.pdf	http://vis.pnnl.gov/pdf/rd_agenda_visualanalytics.pdf	PROPN
spir-8408	362	4	license	license	NOUN
spir-8408	362	5	this	this	DET
spir-8408	362	6	article	article	NOUN
spir-8408	362	7	is	be	AUX
spir-8408	362	8	©	©	PROPN
spir-8408	362	9	2013	2013	NUM
spir-8408	362	10	jeff	jeff	PROPN
spir-8408	362	11	hemsley	hemsley	PROPN
spir-8408	362	12	,	,	PUNCT
spir-8408	362	13	and	and	CCONJ
spir-8408	362	14	licensed	license	VERB
spir-8408	362	15	under	under	ADP
spir-8408	362	16	cc	cc	NOUN
spir-8408	362	17	by	by	ADP
spir-8408	362	18	-	-	PUNCT
spir-8408	362	19	nc	nc	PROPN
spir-8408	362	20	-	-	PUNCT
spir-8408	362	21	nd	nd	NOUN
spir-8408	362	22	.	.	PROPN
spir-8408	363	1	annette	annette	PROPN
spir-8408	363	2	markham	markham	PROPN
spir-8408	363	3	:	:	PUNCT
spir-8408	363	4	the	the	DET
spir-8408	363	5	algorithmic	algorithmic	ADJ
spir-8408	363	6	self	self	NOUN
spir-8408	363	7	:	:	PUNCT
spir-8408	363	8	layered	layered	ADJ
spir-8408	363	9	accounts	account	NOUN
spir-8408	363	10	of	of	ADP
spir-8408	363	11	life	life	NOUN
spir-8408	363	12	and	and	CCONJ
spir-8408	363	13	identity	identity	NOUN
spir-8408	363	14	in	in	ADP
spir-8408	363	15	the	the	DET
spir-8408	363	16	21st	21st	ADJ
spir-8408	363	17	century	century	NOUN
spir-8408	363	18	holly	holly	NOUN
spir-8408	363	19	kruse	kruse	PROPN
spir-8408	363	20	:	:	PUNCT
spir-8408	363	21	identity	identity	NOUN
spir-8408	363	22	and	and	CCONJ
spir-8408	363	23	musical	musical	ADJ
spir-8408	363	24	genre	genre	NOUN
spir-8408	363	25	in	in	ADP
spir-8408	363	26	the	the	DET
spir-8408	363	27	age	age	NOUN
spir-8408	363	28	of	of	ADP
spir-8408	363	29	algorithms	algorithm	NOUN
spir-8408	363	30	molly	molly	ADV
spir-8408	363	31	steenson	steenson	NOUN
spir-8408	363	32	:	:	PUNCT
spir-8408	363	33	snps	snps	NOUN
spir-8408	363	34	to	to	PART
spir-8408	363	35	sheepy	sheepy	VERB
spir-8408	363	36	:	:	PUNCT
spir-8408	363	37	genetic	genetic	ADJ
spir-8408	363	38	genealogy	genealogy	NOUN
spir-8408	363	39	and	and	CCONJ
spir-8408	363	40	place	place	NOUN
spir-8408	363	41	identity	identity	NOUN
spir-8408	363	42	jeff	jeff	PROPN
spir-8408	363	43	hemsley	hemsley	PROPN
spir-8408	363	44	:	:	PUNCT
spir-8408	363	45	algorithmically	algorithmically	ADV
spir-8408	363	46	supported	support	VERB
spir-8408	363	47	sensemaking	sensemaking	NOUN
spir-8408	363	48	of	of	ADP
spir-8408	363	49	network	network	NOUN
spir-8408	363	50	visualizations	visualization	NOUN
spir-8408	363	51	:	:	PUNCT
spir-8408	363	52	a	a	DET
spir-8408	363	53	call	call	NOUN
spir-8408	363	54	for	for	ADP
spir-8408	363	55	reflexivity	reflexivity	NOUN
spir-8408	363	56	and	and	CCONJ
spir-8408	363	57	transparency	transparency	NOUN