id	sid	tid	token	lemma	pos
spir-13021	1	1	selected	select	VERB
spir-13021	1	2	papers	paper	NOUN
spir-13021	1	3	of	of	ADP
spir-13021	1	4	#	#	SYM
spir-13021	1	5	aoir2022	aoir2022	NOUN
spir-13021	1	6	:	:	PUNCT
spir-13021	1	7	the	the	DET
spir-13021	1	8	23rd	23rd	ADJ
spir-13021	1	9	annual	annual	ADJ
spir-13021	1	10	conference	conference	NOUN
spir-13021	1	11	of	of	ADP
spir-13021	1	12	the	the	DET
spir-13021	1	13	association	association	NOUN
spir-13021	1	14	of	of	ADP
spir-13021	1	15	internet	internet	NOUN
spir-13021	1	16	researchers	researcher	NOUN
spir-13021	1	17	dublin	dublin	PROPN
spir-13021	1	18	,	,	PUNCT
spir-13021	1	19	ireland	ireland	PROPN
spir-13021	1	20	/	/	SYM
spir-13021	1	21	2	2	NUM
spir-13021	1	22	-	-	SYM
spir-13021	1	23	5	5	NUM
spir-13021	1	24	nov	nov	PROPN
spir-13021	1	25	2022	2022	NUM
spir-13021	1	26	suggested	suggest	VERB
spir-13021	1	27	citation	citation	NOUN
spir-13021	1	28	(	(	PUNCT
spir-13021	1	29	apa	apa	PROPN
spir-13021	1	30	):	):	PUNCT
spir-13021	1	31	homant	homant	PROPN
spir-13021	1	32	,	,	PUNCT
spir-13021	1	33	e.	e.	PROPN
spir-13021	1	34	and	and	CCONJ
spir-13021	1	35	russell	russell	PROPN
spir-13021	1	36	,	,	PUNCT
spir-13021	1	37	a.	a.	NOUN
spir-13021	1	38	(	(	PUNCT
spir-13021	1	39	2022	2022	NUM
spir-13021	1	40	,	,	PUNCT
spir-13021	1	41	november	november	PROPN
spir-13021	1	42	)	)	PUNCT
spir-13021	1	43	.	.	PUNCT
spir-13021	2	1	coming	come	VERB
spir-13021	2	2	out	out	ADP
spir-13021	2	3	and	and	CCONJ
spir-13021	2	4	coming	come	VERB
spir-13021	2	5	up	up	ADP
spir-13021	2	6	:	:	PUNCT
spir-13021	2	7	quantifying	quantify	VERB
spir-13021	2	8	queer	queer	NOUN
spir-13021	2	9	immaterial	immaterial	ADJ
spir-13021	2	10	labor	labor	NOUN
spir-13021	2	11	.	.	PUNCT
spir-13021	3	1	paper	paper	NOUN
spir-13021	3	2	presented	present	VERB
spir-13021	3	3	at	at	ADP
spir-13021	3	4	aoir	aoir	NOUN
spir-13021	3	5	2022	2022	NUM
spir-13021	3	6	:	:	PUNCT
spir-13021	3	7	the	the	DET
spir-13021	3	8	23rd	23rd	ADJ
spir-13021	3	9	annual	annual	ADJ
spir-13021	3	10	conference	conference	NOUN
spir-13021	3	11	of	of	ADP
spir-13021	3	12	the	the	DET
spir-13021	3	13	association	association	NOUN
spir-13021	3	14	of	of	ADP
spir-13021	3	15	internet	internet	NOUN
spir-13021	3	16	researchers	researcher	NOUN
spir-13021	3	17	.	.	PUNCT
spir-13021	4	1	dublin	dublin	PROPN
spir-13021	4	2	,	,	PUNCT
spir-13021	4	3	ireland	ireland	PROPN
spir-13021	4	4	:	:	PUNCT
spir-13021	4	5	aoir	aoir	NOUN
spir-13021	4	6	.	.	PUNCT
spir-13021	4	7	retrieved	retrieve	VERB
spir-13021	4	8	from	from	ADP
spir-13021	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13021	4	10	.	.	PUNCT
spir-13021	4	11	coming	come	VERB
spir-13021	4	12	out	out	ADP
spir-13021	4	13	and	and	CCONJ
spir-13021	4	14	coming	come	VERB
spir-13021	4	15	up	up	ADP
spir-13021	4	16	:	:	PUNCT
spir-13021	4	17	quantifying	quantify	VERB
spir-13021	4	18	queer	queer	NOUN
spir-13021	4	19	immaterial	immaterial	ADJ
spir-13021	4	20	labor	labor	NOUN
spir-13021	4	21	ellie	ellie	PROPN
spir-13021	4	22	homant	homant	PROPN
spir-13021	4	23	cornell	cornell	PROPN
spir-13021	4	24	university	university	PROPN
spir-13021	4	25	aspen	aspen	PROPN
spir-13021	4	26	russell	russell	PROPN
spir-13021	4	27	cornell	cornell	PROPN
spir-13021	4	28	university	university	PROPN
spir-13021	4	29	literature	literature	PROPN
spir-13021	4	30	review	review	PROPN
spir-13021	4	31	since	since	SCONJ
spir-13021	4	32	youtube	youtube	PROPN
spir-13021	4	33	’s	’s	PART
spir-13021	4	34	inception	inception	NOUN
spir-13021	4	35	in	in	ADP
spir-13021	4	36	2006	2006	NUM
spir-13021	4	37	,	,	PUNCT
spir-13021	4	38	users	user	NOUN
spir-13021	4	39	have	have	AUX
spir-13021	4	40	carved	carve	VERB
spir-13021	4	41	out	out	ADP
spir-13021	4	42	a	a	DET
spir-13021	4	43	variety	variety	NOUN
spir-13021	4	44	of	of	ADP
spir-13021	4	45	genres	genre	NOUN
spir-13021	4	46	and	and	CCONJ
spir-13021	4	47	niches	niche	NOUN
spir-13021	4	48	on	on	ADP
spir-13021	4	49	the	the	DET
spir-13021	4	50	platform	platform	NOUN
spir-13021	4	51	.	.	PUNCT
spir-13021	5	1	one	one	NUM
spir-13021	5	2	of	of	ADP
spir-13021	5	3	the	the	DET
spir-13021	5	4	earliest	early	ADJ
spir-13021	5	5	was	be	AUX
spir-13021	5	6	the	the	DET
spir-13021	5	7	beauty	beauty	NOUN
spir-13021	5	8	space	space	NOUN
spir-13021	5	9	,	,	PUNCT
spir-13021	5	10	made	make	VERB
spir-13021	5	11	up	up	ADP
spir-13021	5	12	of	of	ADP
spir-13021	5	13	users	user	NOUN
spir-13021	5	14	who	who	PRON
spir-13021	5	15	posted	post	VERB
spir-13021	5	16	beauty	beauty	NOUN
spir-13021	5	17	vlogs	vlog	NOUN
spir-13021	5	18	that	that	PRON
spir-13021	5	19	included	include	VERB
spir-13021	5	20	makeup	makeup	NOUN
spir-13021	5	21	tutorials	tutorial	NOUN
spir-13021	5	22	and	and	CCONJ
spir-13021	5	23	videos	video	NOUN
spir-13021	5	24	showing	show	VERB
spir-13021	5	25	off	off	ADP
spir-13021	5	26	new	new	ADJ
spir-13021	5	27	or	or	CCONJ
spir-13021	5	28	favorite	favorite	ADJ
spir-13021	5	29	products	product	NOUN
spir-13021	5	30	.	.	PUNCT
spir-13021	6	1	although	although	SCONJ
spir-13021	6	2	the	the	DET
spir-13021	6	3	beauty	beauty	NOUN
spir-13021	6	4	vlogosphere	vlogosphere	NOUN
spir-13021	6	5	has	have	AUX
spir-13021	6	6	been	be	AUX
spir-13021	6	7	racially	racially	ADV
spir-13021	6	8	diverse	diverse	ADJ
spir-13021	6	9	since	since	SCONJ
spir-13021	6	10	its	its	PRON
spir-13021	6	11	inception	inception	NOUN
spir-13021	6	12	—	—	PUNCT
spir-13021	6	13	with	with	ADP
spir-13021	6	14	asian	asian	PROPN
spir-13021	6	15	american	american	PROPN
spir-13021	6	16	michelle	michelle	PROPN
spir-13021	6	17	phan	phan	PROPN
spir-13021	6	18	widely	widely	ADV
spir-13021	6	19	cited	cite	VERB
spir-13021	6	20	as	as	ADP
spir-13021	6	21	the	the	DET
spir-13021	6	22	first	first	ADJ
spir-13021	6	23	beauty	beauty	NOUN
spir-13021	6	24	vlogger	vlogger	NOUN
spir-13021	6	25	—	—	PUNCT
spir-13021	6	26	like	like	ADP
spir-13021	6	27	the	the	DET
spir-13021	6	28	broader	broad	ADJ
spir-13021	6	29	beauty	beauty	NOUN
spir-13021	6	30	industry	industry	NOUN
spir-13021	6	31	,	,	PUNCT
spir-13021	6	32	youtube	youtube	PROPN
spir-13021	6	33	’s	’s	PART
spir-13021	6	34	beauty	beauty	NOUN
spir-13021	6	35	space	space	NOUN
spir-13021	6	36	has	have	AUX
spir-13021	6	37	historically	historically	ADV
spir-13021	6	38	been	be	AUX
spir-13021	6	39	dominated	dominate	VERB
spir-13021	6	40	by	by	ADP
spir-13021	6	41	genderand	genderand	PROPN
spir-13021	6	42	sexually	sexually	ADV
spir-13021	6	43	normative	normative	ADJ
spir-13021	6	44	white	white	ADJ
spir-13021	6	45	women	woman	NOUN
spir-13021	6	46	.	.	PUNCT
spir-13021	7	1	however	however	ADV
spir-13021	7	2	,	,	PUNCT
spir-13021	7	3	in	in	ADP
spir-13021	7	4	recent	recent	ADJ
spir-13021	7	5	years	year	NOUN
spir-13021	7	6	a	a	DET
spir-13021	7	7	new	new	ADJ
spir-13021	7	8	class	class	NOUN
spir-13021	7	9	of	of	ADP
spir-13021	7	10	queer	queer	NOUN
spir-13021	7	11	-	-	PUNCT
spir-13021	7	12	identified	identify	VERB
spir-13021	7	13	beauty	beauty	NOUN
spir-13021	7	14	vloggers	vlogger	NOUN
spir-13021	7	15	have	have	AUX
spir-13021	7	16	risen	rise	VERB
spir-13021	7	17	to	to	ADP
spir-13021	7	18	fame	fame	NOUN
spir-13021	7	19	on	on	ADP
spir-13021	7	20	the	the	DET
spir-13021	7	21	platform	platform	NOUN
spir-13021	7	22	,	,	PUNCT
spir-13021	7	23	including	include	VERB
spir-13021	7	24	creators	creator	NOUN
spir-13021	7	25	like	like	ADP
spir-13021	7	26	jeffree	jeffree	PROPN
spir-13021	7	27	star	star	PROPN
spir-13021	7	28	,	,	PUNCT
spir-13021	7	29	manny	manny	PROPN
spir-13021	7	30	mua	mua	NOUN
spir-13021	7	31	(	(	PUNCT
spir-13021	7	32	manny	manny	PROPN
spir-13021	7	33	gutierrez	gutierrez	PROPN
spir-13021	7	34	)	)	PUNCT
spir-13021	7	35	,	,	PUNCT
spir-13021	7	36	james	james	PROPN
spir-13021	7	37	charles	charles	PROPN
spir-13021	7	38	,	,	PUNCT
spir-13021	7	39	patrick	patrick	PROPN
spir-13021	7	40	starrr	starrr	PROPN
spir-13021	7	41	(	(	PUNCT
spir-13021	7	42	patrick	patrick	PROPN
spir-13021	7	43	simondac	simondac	PROPN
spir-13021	7	44	)	)	PUNCT
spir-13021	7	45	,	,	PUNCT
spir-13021	7	46	and	and	CCONJ
spir-13021	7	47	nikkietutorials	nikkietutorial	NOUN
spir-13021	7	48	(	(	PUNCT
spir-13021	7	49	nikkie	nikkie	PROPN
spir-13021	7	50	de	de	X
spir-13021	7	51	jager	jager	PROPN
spir-13021	7	52	)	)	PUNCT
spir-13021	7	53	.	.	PUNCT
spir-13021	8	1	these	these	DET
spir-13021	8	2	creators	creator	NOUN
spir-13021	8	3	encompass	encompass	VERB
spir-13021	8	4	a	a	DET
spir-13021	8	5	range	range	NOUN
spir-13021	8	6	of	of	ADP
spir-13021	8	7	gender	gender	NOUN
spir-13021	8	8	,	,	PUNCT
spir-13021	8	9	sexual	sexual	ADJ
spir-13021	8	10	,	,	PUNCT
spir-13021	8	11	racial	racial	ADJ
spir-13021	8	12	and	and	CCONJ
spir-13021	8	13	ethnic	ethnic	ADJ
spir-13021	8	14	identities	identity	NOUN
spir-13021	8	15	.	.	PUNCT
spir-13021	9	1	although	although	SCONJ
spir-13021	9	2	these	these	DET
spir-13021	9	3	vloggers	vlogger	NOUN
spir-13021	9	4	have	have	AUX
spir-13021	9	5	“	"	PUNCT
spir-13021	9	6	made	make	VERB
spir-13021	9	7	it	it	PRON
spir-13021	9	8	”	"	PUNCT
spir-13021	9	9	on	on	ADP
spir-13021	9	10	youtube	youtube	NOUN
spir-13021	9	11	—	—	PUNCT
spir-13021	9	12	i.e.	i.e.	X
spir-13021	9	13	,	,	PUNCT
spir-13021	9	14	they	they	PRON
spir-13021	9	15	all	all	PRON
spir-13021	9	16	have	have	VERB
spir-13021	9	17	millions	million	NOUN
spir-13021	9	18	of	of	ADP
spir-13021	9	19	subscribers	subscriber	NOUN
spir-13021	9	20	,	,	PUNCT
spir-13021	9	21	regularly	regularly	ADV
spir-13021	9	22	traffic	traffic	NOUN
spir-13021	9	23	in	in	ADP
spir-13021	9	24	hundreds	hundred	NOUN
spir-13021	9	25	of	of	ADP
spir-13021	9	26	thousands	thousand	NOUN
spir-13021	9	27	of	of	ADP
spir-13021	9	28	video	video	NOUN
spir-13021	9	29	views	view	NOUN
spir-13021	9	30	,	,	PUNCT
spir-13021	9	31	and	and	CCONJ
spir-13021	9	32	engage	engage	VERB
spir-13021	9	33	in	in	ADP
spir-13021	9	34	paid	pay	VERB
spir-13021	9	35	corporate	corporate	ADJ
spir-13021	9	36	sponsorships	sponsorship	NOUN
spir-13021	9	37	—	—	PUNCT
spir-13021	9	38	there	there	PRON
spir-13021	9	39	are	be	VERB
spir-13021	9	40	still	still	ADV
spir-13021	9	41	significant	significant	ADJ
spir-13021	9	42	barriers	barrier	NOUN
spir-13021	9	43	to	to	ADP
spir-13021	9	44	entry	entry	NOUN
spir-13021	9	45	on	on	ADP
spir-13021	9	46	online	online	ADJ
spir-13021	9	47	platforms	platform	NOUN
spir-13021	9	48	like	like	ADP
spir-13021	9	49	youtube	youtube	NOUN
spir-13021	9	50	for	for	ADP
spir-13021	9	51	creators	creator	NOUN
spir-13021	9	52	who	who	PRON
spir-13021	9	53	occupy	occupy	VERB
spir-13021	9	54	non	non	ADJ
spir-13021	9	55	-	-	ADJ
spir-13021	9	56	normative	normative	ADJ
spir-13021	9	57	identities	identity	NOUN
spir-13021	9	58	(	(	PUNCT
spir-13021	9	59	i.e.	i.e.	X
spir-13021	9	60	,	,	PUNCT
spir-13021	9	61	those	those	PRON
spir-13021	9	62	who	who	PRON
spir-13021	9	63	are	be	AUX
spir-13021	9	64	not	not	PART
spir-13021	9	65	cisgender	cisgender	NOUN
spir-13021	9	66	,	,	PUNCT
spir-13021	9	67	heterosexual	heterosexual	ADJ
spir-13021	9	68	white	white	ADJ
spir-13021	9	69	men	man	NOUN
spir-13021	9	70	)	)	PUNCT
spir-13021	9	71	.	.	PUNCT
spir-13021	10	1	previous	previous	ADJ
spir-13021	10	2	scholarship	scholarship	NOUN
spir-13021	10	3	has	have	AUX
spir-13021	10	4	identified	identify	VERB
spir-13021	10	5	the	the	DET
spir-13021	10	6	specific	specific	ADJ
spir-13021	10	7	type	type	NOUN
spir-13021	10	8	of	of	ADP
spir-13021	10	9	labor	labor	NOUN
spir-13021	10	10	that	that	PRON
spir-13021	10	11	queer	queer	NOUN
spir-13021	10	12	online	online	PROPN
spir-13021	10	13	content	content	PROPN
spir-13021	10	14	creators	creator	NOUN
spir-13021	10	15	undertake	undertake	VERB
spir-13021	10	16	as	as	ADP
spir-13021	10	17	“	"	PUNCT
spir-13021	10	18	queer	queer	NOUN
spir-13021	10	19	immaterial	immaterial	ADJ
spir-13021	10	20	labor	labor	NOUN
spir-13021	10	21	,	,	PUNCT
spir-13021	10	22	”	"	PUNCT
spir-13021	10	23	which	which	PRON
spir-13021	10	24	recognizes	recognize	VERB
spir-13021	10	25	that	that	SCONJ
spir-13021	10	26	(	(	PUNCT
spir-13021	10	27	1	1	X
spir-13021	10	28	)	)	PUNCT
spir-13021	10	29	immaterial	immaterial	ADJ
spir-13021	10	30	labor	labor	NOUN
spir-13021	10	31	is	be	AUX
spir-13021	10	32	not	not	PART
spir-13021	10	33	performed	perform	VERB
spir-13021	10	34	in	in	ADP
spir-13021	10	35	the	the	DET
spir-13021	10	36	same	same	ADJ
spir-13021	10	37	way	way	NOUN
spir-13021	10	38	by	by	ADP
spir-13021	10	39	creators	creator	NOUN
spir-13021	10	40	in	in	ADP
spir-13021	10	41	online	online	ADJ
spir-13021	10	42	spaces	space	NOUN
spir-13021	10	43	,	,	PUNCT
spir-13021	10	44	but	but	CCONJ
spir-13021	10	45	rather	rather	ADV
spir-13021	10	46	is	be	AUX
spir-13021	10	47	structured	structure	VERB
spir-13021	10	48	by	by	ADP
spir-13021	10	49	complex	complex	ADJ
spir-13021	10	50	interplay	interplay	NOUN
spir-13021	10	51	between	between	ADP
spir-13021	10	52	a	a	DET
spir-13021	10	53	variety	variety	NOUN
spir-13021	10	54	of	of	ADP
spir-13021	10	55	social	social	ADJ
spir-13021	10	56	identities	identity	NOUN
spir-13021	10	57	;	;	PUNCT
spir-13021	10	58	and	and	CCONJ
spir-13021	10	59	(	(	PUNCT
spir-13021	10	60	2	2	X
spir-13021	10	61	)	)	PUNCT
spir-13021	10	62	that	that	PRON
spir-13021	10	63	queer	queer	NOUN
spir-13021	10	64	influencers	influencer	NOUN
spir-13021	10	65	undertake	undertake	VERB
spir-13021	10	66	labor	labor	NOUN
spir-13021	10	67	that	that	PRON
spir-13021	10	68	is	be	AUX
spir-13021	10	69	specific	specific	ADJ
spir-13021	10	70	to	to	ADP
spir-13021	10	71	the	the	DET
spir-13021	10	72	queer	queer	NOUN
spir-13021	10	73	community	community	NOUN
spir-13021	10	74	(	(	PUNCT
spir-13021	10	75	e.g.	e.g.	ADV
spir-13021	10	76	performance	performance	NOUN
spir-13021	10	77	of	of	ADP
spir-13021	10	78	the	the	DET
spir-13021	10	79	coming	come	VERB
spir-13021	10	80	-	-	PUNCT
spir-13021	10	81	out	out	ADP
spir-13021	10	82	narrative	narrative	NOUN
spir-13021	10	83	,	,	PUNCT
spir-13021	10	84	employing	employ	VERB
spir-13021	10	85	queer	queer	NOUN
spir-13021	10	86	cultural	cultural	ADJ
spir-13021	10	87	resources	resource	NOUN
spir-13021	10	88	)	)	PUNCT
spir-13021	10	89	(	(	PUNCT
spir-13021	10	90	homant	homant	ADJ
spir-13021	10	91	and	and	CCONJ
spir-13021	10	92	sender	sender	NOUN
spir-13021	10	93	,	,	PUNCT
spir-13021	10	94	2019	2019	NUM
spir-13021	10	95	)	)	PUNCT
spir-13021	10	96	.	.	PUNCT
spir-13021	11	1	queer	queer	NOUN
spir-13021	11	2	immaterial	immaterial	ADJ
spir-13021	11	3	labor	labor	NOUN
spir-13021	11	4	is	be	AUX
spir-13021	11	5	a	a	DET
spir-13021	11	6	specification	specification	NOUN
spir-13021	11	7	of	of	ADP
spir-13021	11	8	maurizio	maurizio	PROPN
spir-13021	11	9	lazzarato	lazzarato	PROPN
spir-13021	11	10	’s	’s	PART
spir-13021	11	11	(	(	PUNCT
spir-13021	11	12	2006	2006	NUM
spir-13021	11	13	[	[	X
spir-13021	11	14	1996	1996	NUM
spir-13021	11	15	]	]	PUNCT
spir-13021	11	16	)	)	PUNCT
spir-13021	11	17	prescient	prescient	ADJ
spir-13021	11	18	concept	concept	NOUN
spir-13021	11	19	of	of	ADP
spir-13021	11	20	immaterial	immaterial	ADJ
spir-13021	11	21	labor	labor	NOUN
spir-13021	11	22	,	,	PUNCT
spir-13021	11	23	which	which	PRON
spir-13021	11	24	he	he	PRON
spir-13021	11	25	argues	argue	VERB
spir-13021	11	26	is	be	AUX
spir-13021	11	27	a	a	DET
spir-13021	11	28	shift	shift	NOUN
spir-13021	11	29	to	to	PART
spir-13021	11	30	prioritize	prioritize	VERB
spir-13021	11	31	information	information	NOUN
spir-13021	11	32	and	and	CCONJ
spir-13021	11	33	communication	communication	NOUN
spir-13021	11	34	jobs	job	NOUN
spir-13021	11	35	over	over	ADP
spir-13021	11	36	manufacturing	manufacturing	NOUN
spir-13021	11	37	,	,	PUNCT
spir-13021	11	38	increase	increase	VERB
spir-13021	11	39	valuation	valuation	NOUN
spir-13021	11	40	of	of	ADP
spir-13021	11	41	cultural	cultural	ADJ
spir-13021	11	42	content	content	NOUN
spir-13021	11	43	,	,	PUNCT
spir-13021	11	44	and	and	CCONJ
spir-13021	11	45	to	to	PART
spir-13021	11	46	produce	produce	VERB
spir-13021	11	47	“	"	PUNCT
spir-13021	11	48	a	a	DET
spir-13021	11	49	‘	'	PUNCT
spir-13021	11	50	social	social	ADJ
spir-13021	11	51	relationship	relationship	NOUN
spir-13021	11	52	’	'	PUNCT
spir-13021	11	53	(	(	PUNCT
spir-13021	11	54	a	a	DET
spir-13021	11	55	relationship	relationship	NOUN
spir-13021	11	56	of	of	ADP
spir-13021	11	57	innovation	innovation	NOUN
spir-13021	11	58	,	,	PUNCT
spir-13021	11	59	production	production	NOUN
spir-13021	11	60	,	,	PUNCT
spir-13021	11	61	and	and	CCONJ
spir-13021	11	62	consumption	consumption	NOUN
spir-13021	11	63	)	)	PUNCT
spir-13021	11	64	”	"	PUNCT
spir-13021	12	1	(	(	PUNCT
spir-13021	12	2	p.	p.	NOUN
spir-13021	12	3	137	137	NUM
spir-13021	12	4	)	)	PUNCT
spir-13021	12	5	.	.	PUNCT
spir-13021	13	1	while	while	SCONJ
spir-13021	13	2	lazzarato	lazzarato	NOUN
spir-13021	13	3	and	and	CCONJ
spir-13021	13	4	his	his	PRON
spir-13021	13	5	contemporaries	contemporary	NOUN
spir-13021	13	6	primarily	primarily	ADV
spir-13021	13	7	focused	focus	VERB
spir-13021	13	8	on	on	ADP
spir-13021	13	9	the	the	DET
spir-13021	13	10	impact	impact	NOUN
spir-13021	13	11	of	of	ADP
spir-13021	13	12	class	class	NOUN
spir-13021	13	13	on	on	ADP
spir-13021	13	14	immaterial	immaterial	ADJ
spir-13021	13	15	labor	labor	NOUN
spir-13021	13	16	,	,	PUNCT
spir-13021	13	17	feminist	feminist	PROPN
spir-13021	13	18	scholars	scholar	NOUN
spir-13021	13	19	have	have	AUX
spir-13021	13	20	reinterpreted	reinterpret	VERB
spir-13021	13	21	lazzarato	lazzarato	NOUN
spir-13021	13	22	’s	’s	PART
spir-13021	13	23	concept	concept	NOUN
spir-13021	13	24	with	with	ADP
spir-13021	13	25	greater	great	ADJ
spir-13021	13	26	emphasis	emphasis	NOUN
spir-13021	13	27	on	on	ADP
spir-13021	13	28	gender	gender	NOUN
spir-13021	13	29	and	and	CCONJ
spir-13021	13	30	race	race	NOUN
spir-13021	13	31	.	.	PUNCT
spir-13021	14	1	much	much	ADJ
spir-13021	14	2	of	of	ADP
spir-13021	14	3	the	the	DET
spir-13021	14	4	labor	labor	NOUN
spir-13021	14	5	that	that	PRON
spir-13021	14	6	online	online	ADJ
spir-13021	14	7	content	content	NOUN
spir-13021	14	8	creators	creator	NOUN
spir-13021	14	9	undertake	undertake	VERB
spir-13021	14	10	is	be	AUX
spir-13021	14	11	specifically	specifically	ADV
spir-13021	14	12	affective	affective	ADJ
spir-13021	14	13	,	,	PUNCT
spir-13021	14	14	where	where	SCONJ
spir-13021	14	15	influencers	influencer	NOUN
spir-13021	14	16	are	be	AUX
spir-13021	14	17	trying	try	VERB
spir-13021	14	18	to	to	PART
spir-13021	14	19	assert	assert	VERB
spir-13021	14	20	their	their	PRON
spir-13021	14	21	authenticity	authenticity	NOUN
spir-13021	14	22	and	and	CCONJ
spir-13021	14	23	sincerity	sincerity	NOUN
spir-13021	14	24	in	in	ADP
spir-13021	14	25	order	order	NOUN
spir-13021	14	26	to	to	PART
spir-13021	14	27	cultivate	cultivate	VERB
spir-13021	14	28	community	community	NOUN
spir-13021	14	29	with	with	ADP
spir-13021	14	30	their	their	PRON
spir-13021	14	31	audience	audience	NOUN
spir-13021	14	32	and	and	CCONJ
spir-13021	14	33	keep	keep	VERB
spir-13021	14	34	viewers	viewer	NOUN
spir-13021	14	35	coming	come	VERB
spir-13021	14	36	back	back	ADV
spir-13021	14	37	.	.	PUNCT
spir-13021	15	1	gender	gender	NOUN
spir-13021	15	2	and	and	CCONJ
spir-13021	15	3	racial	racial	ADJ
spir-13021	15	4	hierarchies	hierarchy	NOUN
spir-13021	15	5	add	add	VERB
spir-13021	15	6	additional	additional	ADJ
spir-13021	15	7	complexity	complexity	NOUN
spir-13021	15	8	in	in	ADP
spir-13021	15	9	the	the	DET
spir-13021	15	10	likelihood	likelihood	NOUN
spir-13021	15	11	of	of	ADP
spir-13021	15	12	success	success	NOUN
spir-13021	15	13	when	when	SCONJ
spir-13021	15	14	undertaking	undertake	VERB
spir-13021	15	15	this	this	DET
spir-13021	15	16	kind	kind	NOUN
spir-13021	15	17	of	of	ADP
spir-13021	15	18	labor	labor	NOUN
spir-13021	15	19	.	.	PUNCT
spir-13021	16	1	this	this	PRON
spir-13021	16	2	means	mean	VERB
spir-13021	16	3	that	that	SCONJ
spir-13021	16	4	content	content	NOUN
spir-13021	16	5	creators	creator	NOUN
spir-13021	16	6	who	who	PRON
spir-13021	16	7	occupy	occupy	VERB
spir-13021	16	8	non	non	ADJ
spir-13021	16	9	-	-	ADJ
spir-13021	16	10	normative	normative	ADJ
spir-13021	16	11	identities	identity	NOUN
spir-13021	16	12	(	(	PUNCT
spir-13021	16	13	e.g.	e.g.	ADV
spir-13021	16	14	,	,	PUNCT
spir-13021	16	15	queer	queer	NOUN
spir-13021	16	16	people	people	NOUN
spir-13021	16	17	,	,	PUNCT
spir-13021	16	18	people	people	NOUN
spir-13021	16	19	of	of	ADP
spir-13021	16	20	color	color	NOUN
spir-13021	16	21	)	)	PUNCT
spir-13021	16	22	,	,	PUNCT
spir-13021	16	23	must	must	AUX
spir-13021	16	24	shoulder	shoulder	VERB
spir-13021	16	25	additional	additional	ADJ
spir-13021	16	26	work	work	NOUN
spir-13021	16	27	.	.	PUNCT
spir-13021	17	1	moving	move	VERB
spir-13021	17	2	forward	forward	ADV
spir-13021	17	3	,	,	PUNCT
spir-13021	17	4	there	there	PRON
spir-13021	17	5	are	be	VERB
spir-13021	17	6	clear	clear	ADJ
spir-13021	17	7	opportunities	opportunity	NOUN
spir-13021	17	8	to	to	PART
spir-13021	17	9	investigate	investigate	VERB
spir-13021	17	10	queer	queer	NOUN
spir-13021	17	11	immaterial	immaterial	ADJ
spir-13021	17	12	labor	labor	NOUN
spir-13021	17	13	on	on	ADP
spir-13021	17	14	youtube	youtube	NOUN
spir-13021	17	15	,	,	PUNCT
spir-13021	17	16	specifically	specifically	ADV
spir-13021	17	17	to	to	PART
spir-13021	17	18	test	test	VERB
spir-13021	17	19	the	the	DET
spir-13021	17	20	boundaries	boundary	NOUN
spir-13021	17	21	of	of	ADP
spir-13021	17	22	claims	claim	NOUN
spir-13021	17	23	made	make	VERB
spir-13021	17	24	.	.	PUNCT
spir-13021	18	1	our	our	PRON
spir-13021	18	2	goal	goal	NOUN
spir-13021	18	3	is	be	AUX
spir-13021	18	4	to	to	PART
spir-13021	18	5	use	use	VERB
spir-13021	18	6	a	a	DET
spir-13021	18	7	computational	computational	ADJ
spir-13021	18	8	approach	approach	NOUN
spir-13021	18	9	to	to	PART
spir-13021	18	10	measure	measure	VERB
spir-13021	18	11	its	its	PRON
spir-13021	18	12	two	two	NUM
spir-13021	18	13	primary	primary	ADJ
spir-13021	18	14	facets	facet	NOUN
spir-13021	18	15	:	:	PUNCT
spir-13021	18	16	amount	amount	NOUN
spir-13021	18	17	of	of	ADP
spir-13021	18	18	labor	labor	NOUN
spir-13021	18	19	and	and	CCONJ
spir-13021	18	20	unique	unique	ADJ
spir-13021	18	21	labor	labor	NOUN
spir-13021	18	22	practices	practice	NOUN
spir-13021	18	23	.	.	PUNCT
spir-13021	19	1	this	this	PRON
spir-13021	19	2	can	can	AUX
spir-13021	19	3	be	be	AUX
spir-13021	19	4	accomplished	accomplish	VERB
spir-13021	19	5	by	by	ADP
spir-13021	19	6	returning	return	VERB
spir-13021	19	7	to	to	ADP
spir-13021	19	8	youtube	youtube	NOUN
spir-13021	19	9	and	and	CCONJ
spir-13021	19	10	expanding	expand	VERB
spir-13021	19	11	the	the	DET
spir-13021	19	12	sample	sample	NOUN
spir-13021	19	13	of	of	ADP
spir-13021	19	14	queer	queer	NOUN
spir-13021	19	15	and	and	CCONJ
spir-13021	19	16	non	non	ADJ
spir-13021	19	17	-	-	ADJ
spir-13021	19	18	queer	queer	ADJ
spir-13021	19	19	beauty	beauty	NOUN
spir-13021	19	20	vloggers	vlogger	NOUN
spir-13021	19	21	with	with	ADP
spir-13021	19	22	broader	broad	ADJ
spir-13021	19	23	metrics	metric	NOUN
spir-13021	19	24	for	for	ADP
spir-13021	19	25	comparison	comparison	NOUN
spir-13021	19	26	.	.	PUNCT
spir-13021	20	1	we	we	PRON
spir-13021	20	2	will	will	AUX
spir-13021	20	3	use	use	VERB
spir-13021	20	4	a	a	DET
spir-13021	20	5	mixture	mixture	NOUN
spir-13021	20	6	of	of	ADP
spir-13021	20	7	comments	comment	NOUN
spir-13021	20	8	,	,	PUNCT
spir-13021	20	9	transcripts	transcript	NOUN
spir-13021	20	10	,	,	PUNCT
spir-13021	20	11	and	and	CCONJ
spir-13021	20	12	video	video	NOUN
spir-13021	20	13	metadata	metadata	NOUN
spir-13021	20	14	.	.	PUNCT
spir-13021	21	1	while	while	SCONJ
spir-13021	21	2	the	the	DET
spir-13021	21	3	subject	subject	NOUN
spir-13021	21	4	of	of	ADP
spir-13021	21	5	the	the	DET
spir-13021	21	6	videos	video	NOUN
spir-13021	21	7	informed	inform	VERB
spir-13021	21	8	much	much	ADJ
spir-13021	21	9	of	of	ADP
spir-13021	21	10	the	the	DET
spir-13021	21	11	prior	prior	ADJ
spir-13021	21	12	research	research	NOUN
spir-13021	21	13	on	on	ADP
spir-13021	21	14	this	this	DET
spir-13021	21	15	subject	subject	NOUN
spir-13021	21	16	,	,	PUNCT
spir-13021	21	17	there	there	PRON
spir-13021	21	18	is	be	VERB
spir-13021	21	19	much	much	ADJ
spir-13021	21	20	to	to	PART
spir-13021	21	21	learn	learn	VERB
spir-13021	21	22	from	from	ADP
spir-13021	21	23	the	the	DET
spir-13021	21	24	reception	reception	NOUN
spir-13021	21	25	of	of	ADP
spir-13021	21	26	these	these	DET
spir-13021	21	27	videos	video	NOUN
spir-13021	21	28	.	.	PUNCT
spir-13021	22	1	in	in	ADP
spir-13021	22	2	an	an	DET
spir-13021	22	3	analysis	analysis	NOUN
spir-13021	22	4	of	of	ADP
spir-13021	22	5	67,000	67,000	NUM
spir-13021	22	6	youtube	youtube	NOUN
spir-13021	22	7	videos	video	NOUN
spir-13021	22	8	and	and	CCONJ
spir-13021	22	9	6	6	NUM
spir-13021	22	10	million	million	NUM
spir-13021	22	11	comments	comment	NOUN
spir-13021	22	12	,	,	PUNCT
spir-13021	22	13	siersdorfer	siersdorfer	NOUN
spir-13021	22	14	,	,	PUNCT
spir-13021	22	15	chelaru	chelaru	NOUN
spir-13021	22	16	,	,	PUNCT
spir-13021	22	17	and	and	CCONJ
spir-13021	22	18	nejdl	nejdl	NOUN
spir-13021	22	19	(	(	PUNCT
spir-13021	22	20	2010	2010	NUM
spir-13021	22	21	)	)	PUNCT
spir-13021	22	22	discovered	discover	VERB
spir-13021	22	23	that	that	SCONJ
spir-13021	22	24	comments	comment	NOUN
spir-13021	22	25	,	,	PUNCT
spir-13021	22	26	and	and	CCONJ
spir-13021	22	27	their	their	PRON
spir-13021	22	28	associated	associated	ADJ
spir-13021	22	29	scores	score	NOUN
spir-13021	22	30	of	of	ADP
spir-13021	22	31	likes	like	NOUN
spir-13021	22	32	and	and	CCONJ
spir-13021	22	33	dislikes	dislike	NOUN
spir-13021	22	34	were	be	AUX
spir-13021	22	35	highly	highly	ADV
spir-13021	22	36	indicative	indicative	ADJ
spir-13021	22	37	of	of	ADP
spir-13021	22	38	the	the	DET
spir-13021	22	39	level	level	NOUN
spir-13021	22	40	of	of	ADP
spir-13021	22	41	polarization	polarization	NOUN
spir-13021	22	42	of	of	ADP
spir-13021	22	43	content	content	NOUN
spir-13021	22	44	.	.	PUNCT
spir-13021	23	1	guo	guo	PROPN
spir-13021	23	2	and	and	CCONJ
spir-13021	23	3	fussell	fussell	ADJ
spir-13021	23	4	(	(	PUNCT
spir-13021	23	5	2020	2020	NUM
spir-13021	23	6	)	)	PUNCT
spir-13021	23	7	investigated	investigate	VERB
spir-13021	23	8	the	the	DET
spir-13021	23	9	influence	influence	NOUN
spir-13021	23	10	of	of	ADP
spir-13021	23	11	user	user	NOUN
spir-13021	23	12	comments	comment	NOUN
spir-13021	23	13	in	in	ADP
spir-13021	23	14	a	a	DET
spir-13021	23	15	live	live	ADJ
spir-13021	23	16	stream	stream	NOUN
spir-13021	23	17	chat	chat	NOUN
spir-13021	23	18	compared	compare	VERB
spir-13021	23	19	to	to	ADP
spir-13021	23	20	the	the	DET
spir-13021	23	21	transcripts	transcript	NOUN
spir-13021	23	22	of	of	ADP
spir-13021	23	23	live	live	ADJ
spir-13021	23	24	streamers	streamer	NOUN
spir-13021	23	25	on	on	ADP
spir-13021	23	26	youtube	youtube	NOUN
spir-13021	23	27	.	.	PUNCT
spir-13021	24	1	they	they	PRON
spir-13021	24	2	found	find	VERB
spir-13021	24	3	that	that	SCONJ
spir-13021	24	4	user	user	NOUN
spir-13021	24	5	comment	comment	NOUN
spir-13021	24	6	sentiment	sentiment	NOUN
spir-13021	24	7	was	be	AUX
spir-13021	24	8	a	a	DET
spir-13021	24	9	better	well	ADJ
spir-13021	24	10	predictor	predictor	NOUN
spir-13021	24	11	of	of	ADP
spir-13021	24	12	future	future	ADJ
spir-13021	24	13	chat	chat	NOUN
spir-13021	24	14	sentiment	sentiment	NOUN
spir-13021	24	15	than	than	ADP
spir-13021	24	16	that	that	PRON
spir-13021	24	17	of	of	ADP
spir-13021	24	18	the	the	DET
spir-13021	24	19	streamer	streamer	NOUN
spir-13021	24	20	.	.	PUNCT
spir-13021	25	1	alongside	alongside	ADP
spir-13021	25	2	comments	comment	NOUN
spir-13021	25	3	,	,	PUNCT
spir-13021	25	4	metadata	metadata	NOUN
spir-13021	25	5	(	(	PUNCT
spir-13021	25	6	likes	like	NOUN
spir-13021	25	7	,	,	PUNCT
spir-13021	25	8	shares	share	NOUN
spir-13021	25	9	,	,	PUNCT
spir-13021	25	10	reactions	reaction	NOUN
spir-13021	25	11	,	,	PUNCT
spir-13021	25	12	etc	etc	X
spir-13021	25	13	.	.	X
spir-13021	25	14	)	)	PUNCT
spir-13021	25	15	have	have	AUX
spir-13021	25	16	been	be	AUX
spir-13021	25	17	influential	influential	ADJ
spir-13021	25	18	in	in	ADP
spir-13021	25	19	learning	learn	VERB
spir-13021	25	20	about	about	ADP
spir-13021	25	21	the	the	DET
spir-13021	25	22	impact	impact	NOUN
spir-13021	25	23	of	of	ADP
spir-13021	25	24	content	content	NOUN
spir-13021	25	25	(	(	PUNCT
spir-13021	25	26	ferrara	ferrara	NOUN
spir-13021	25	27	and	and	CCONJ
spir-13021	25	28	yang	yang	PROPN
spir-13021	25	29	,	,	PUNCT
spir-13021	25	30	2015	2015	NUM
spir-13021	25	31	)	)	PUNCT
spir-13021	25	32	.	.	PUNCT
spir-13021	26	1	all	all	PRON
spir-13021	26	2	of	of	ADP
spir-13021	26	3	these	these	DET
spir-13021	26	4	studies	study	NOUN
spir-13021	26	5	point	point	VERB
spir-13021	26	6	to	to	ADP
spir-13021	26	7	the	the	DET
spir-13021	26	8	importance	importance	NOUN
spir-13021	26	9	of	of	ADP
spir-13021	26	10	user	user	NOUN
spir-13021	26	11	’s	’s	PART
spir-13021	26	12	metadata	metadata	NOUN
spir-13021	26	13	and	and	CCONJ
spir-13021	26	14	comments	comment	NOUN
spir-13021	26	15	in	in	ADP
spir-13021	26	16	shaping	shape	VERB
spir-13021	26	17	the	the	DET
spir-13021	26	18	community	community	NOUN
spir-13021	26	19	and	and	CCONJ
spir-13021	26	20	response	response	NOUN
spir-13021	26	21	to	to	ADP
spir-13021	26	22	youtube	youtube	NOUN
spir-13021	26	23	content	content	NOUN
spir-13021	26	24	.	.	PUNCT
spir-13021	27	1	methods	method	NOUN
spir-13021	27	2	each	each	DET
spir-13021	27	3	study	study	NOUN
spir-13021	27	4	points	point	VERB
spir-13021	27	5	us	we	PRON
spir-13021	27	6	toward	toward	ADP
spir-13021	27	7	important	important	ADJ
spir-13021	27	8	data	datum	NOUN
spir-13021	27	9	that	that	PRON
spir-13021	27	10	we	we	PRON
spir-13021	27	11	can	can	AUX
spir-13021	27	12	use	use	VERB
spir-13021	27	13	to	to	PART
spir-13021	27	14	measure	measure	VERB
spir-13021	27	15	our	our	PRON
spir-13021	27	16	constructs	construct	NOUN
spir-13021	27	17	.	.	PUNCT
spir-13021	28	1	to	to	PART
spir-13021	28	2	gain	gain	VERB
spir-13021	28	3	access	access	NOUN
spir-13021	28	4	,	,	PUNCT
spir-13021	28	5	we	we	PRON
spir-13021	28	6	will	will	AUX
spir-13021	28	7	be	be	AUX
spir-13021	28	8	using	use	VERB
spir-13021	28	9	the	the	DET
spir-13021	28	10	google	google	NOUN
spir-13021	28	11	’s	’s	PART
spir-13021	28	12	youtube	youtube	NOUN
spir-13021	28	13	application	application	NOUN
spir-13021	28	14	programming	programming	NOUN
spir-13021	28	15	interface	interface	NOUN
spir-13021	28	16	(	(	PUNCT
spir-13021	28	17	api	api	NOUN
spir-13021	28	18	)	)	PUNCT
spir-13021	28	19	and	and	CCONJ
spir-13021	28	20	the	the	DET
spir-13021	28	21	“	"	PUNCT
spir-13021	28	22	tuber	tuber	NOUN
spir-13021	28	23	”	"	PUNCT
spir-13021	28	24	package	package	NOUN
spir-13021	28	25	for	for	ADP
spir-13021	28	26	the	the	DET
spir-13021	28	27	r	r	NOUN
spir-13021	28	28	programming	programming	NOUN
spir-13021	28	29	language	language	NOUN
spir-13021	28	30	.	.	PUNCT
spir-13021	29	1	there	there	PRON
spir-13021	29	2	are	be	VERB
spir-13021	29	3	a	a	DET
spir-13021	29	4	variety	variety	NOUN
spir-13021	29	5	of	of	ADP
spir-13021	29	6	data	datum	NOUN
spir-13021	29	7	and	and	CCONJ
spir-13021	29	8	metadata	metadata	NOUN
spir-13021	29	9	about	about	ADP
spir-13021	29	10	the	the	DET
spir-13021	29	11	individual	individual	ADJ
spir-13021	29	12	videos	video	NOUN
spir-13021	29	13	and	and	CCONJ
spir-13021	29	14	channels	channel	NOUN
spir-13021	29	15	of	of	ADP
spir-13021	29	16	these	these	DET
spir-13021	29	17	content	content	NOUN
spir-13021	29	18	creators	creator	NOUN
spir-13021	29	19	that	that	SCONJ
spir-13021	29	20	these	these	DET
spir-13021	29	21	tools	tool	NOUN
spir-13021	29	22	allow	allow	VERB
spir-13021	29	23	us	we	PRON
spir-13021	29	24	access	access	NOUN
spir-13021	29	25	to	to	ADP
spir-13021	29	26	.	.	PUNCT
spir-13021	30	1	to	to	PART
spir-13021	30	2	characterize	characterize	VERB
spir-13021	30	3	the	the	DET
spir-13021	30	4	amount	amount	NOUN
spir-13021	30	5	of	of	ADP
spir-13021	30	6	labor	labor	NOUN
spir-13021	30	7	performed	perform	VERB
spir-13021	30	8	when	when	SCONJ
spir-13021	30	9	comparing	compare	VERB
spir-13021	30	10	queer	queer	NOUN
spir-13021	30	11	and	and	CCONJ
spir-13021	30	12	non	non	ADJ
spir-13021	30	13	-	-	ADJ
spir-13021	30	14	queer	queer	ADJ
spir-13021	30	15	vloggers	vlogger	NOUN
spir-13021	30	16	,	,	PUNCT
spir-13021	30	17	we	we	PRON
spir-13021	30	18	will	will	AUX
spir-13021	30	19	use	use	VERB
spir-13021	30	20	video	video	NOUN
spir-13021	30	21	length	length	NOUN
spir-13021	30	22	,	,	PUNCT
spir-13021	30	23	transcript	transcript	NOUN
spir-13021	30	24	length	length	NOUN
spir-13021	30	25	,	,	PUNCT
spir-13021	30	26	number	number	NOUN
spir-13021	30	27	of	of	ADP
spir-13021	30	28	replies	reply	NOUN
spir-13021	30	29	to	to	ADP
spir-13021	30	30	user	user	NOUN
spir-13021	30	31	comments	comment	NOUN
spir-13021	30	32	,	,	PUNCT
spir-13021	30	33	length	length	NOUN
spir-13021	30	34	of	of	ADP
spir-13021	30	35	video	video	NOUN
spir-13021	30	36	description	description	NOUN
spir-13021	30	37	,	,	PUNCT
spir-13021	30	38	and	and	CCONJ
spir-13021	30	39	number	number	NOUN
spir-13021	30	40	of	of	ADP
spir-13021	30	41	tags	tag	NOUN
spir-13021	30	42	.	.	PUNCT
spir-13021	31	1	while	while	SCONJ
spir-13021	31	2	we	we	PRON
spir-13021	31	3	never	never	ADV
spir-13021	31	4	know	know	VERB
spir-13021	31	5	exactly	exactly	ADV
spir-13021	31	6	who	who	PRON
spir-13021	31	7	is	be	AUX
spir-13021	31	8	performing	perform	VERB
spir-13021	31	9	these	these	DET
spir-13021	31	10	tasks	task	NOUN
spir-13021	31	11	,	,	PUNCT
spir-13021	31	12	aside	aside	ADV
spir-13021	31	13	from	from	ADP
spir-13021	31	14	the	the	DET
spir-13021	31	15	video	video	NOUN
spir-13021	31	16	subjects	subject	NOUN
spir-13021	31	17	,	,	PUNCT
spir-13021	31	18	these	these	DET
spir-13021	31	19	measures	measure	NOUN
spir-13021	31	20	do	do	AUX
spir-13021	31	21	point	point	VERB
spir-13021	31	22	toward	toward	ADP
spir-13021	31	23	an	an	DET
spir-13021	31	24	investment	investment	NOUN
spir-13021	31	25	in	in	ADP
spir-13021	31	26	the	the	DET
spir-13021	31	27	channel	channel	NOUN
spir-13021	31	28	and	and	CCONJ
spir-13021	31	29	reflect	reflect	VERB
spir-13021	31	30	overall	overall	ADJ
spir-13021	31	31	labor	labor	NOUN
spir-13021	31	32	.	.	PUNCT
spir-13021	32	1	the	the	DET
spir-13021	32	2	beauty	beauty	NOUN
spir-13021	32	3	vlogging	vlogge	VERB
spir-13021	32	4	space	space	NOUN
spir-13021	32	5	varies	vary	VERB
spir-13021	32	6	immensely	immensely	ADV
spir-13021	32	7	in	in	ADP
spir-13021	32	8	channel	channel	NOUN
spir-13021	32	9	size	size	NOUN
spir-13021	32	10	and	and	CCONJ
spir-13021	32	11	content	content	NOUN
spir-13021	32	12	format	format	NOUN
spir-13021	32	13	.	.	PUNCT
spir-13021	33	1	in	in	ADP
spir-13021	33	2	an	an	DET
spir-13021	33	3	effort	effort	NOUN
spir-13021	33	4	to	to	PART
spir-13021	33	5	manage	manage	VERB
spir-13021	33	6	this	this	DET
spir-13021	33	7	variance	variance	NOUN
spir-13021	33	8	,	,	PUNCT
spir-13021	33	9	we	we	PRON
spir-13021	33	10	will	will	AUX
spir-13021	33	11	normalize	normalize	VERB
spir-13021	33	12	these	these	DET
spir-13021	33	13	metrics	metric	NOUN
spir-13021	33	14	by	by	ADP
spir-13021	33	15	comparing	compare	VERB
spir-13021	33	16	the	the	DET
spir-13021	33	17	ratio	ratio	NOUN
spir-13021	33	18	of	of	ADP
spir-13021	33	19	video	video	NOUN
spir-13021	33	20	and	and	CCONJ
spir-13021	33	21	transcript	transcript	NOUN
spir-13021	33	22	length	length	NOUN
spir-13021	33	23	to	to	ADP
spir-13021	33	24	the	the	DET
spir-13021	33	25	number	number	NOUN
spir-13021	33	26	of	of	ADP
spir-13021	33	27	videos	video	NOUN
spir-13021	33	28	on	on	ADP
spir-13021	33	29	the	the	DET
spir-13021	33	30	channel	channel	NOUN
spir-13021	33	31	.	.	PUNCT
spir-13021	34	1	this	this	PRON
spir-13021	34	2	can	can	AUX
spir-13021	34	3	be	be	AUX
spir-13021	34	4	further	far	ADV
spir-13021	34	5	broken	break	VERB
spir-13021	34	6	down	down	ADP
spir-13021	34	7	over	over	ADP
spir-13021	34	8	the	the	DET
spir-13021	34	9	lifetime	lifetime	NOUN
spir-13021	34	10	of	of	ADP
spir-13021	34	11	the	the	DET
spir-13021	34	12	channel	channel	NOUN
spir-13021	34	13	.	.	PUNCT
spir-13021	35	1	to	to	PART
spir-13021	35	2	contextualize	contextualize	VERB
spir-13021	35	3	labor	labor	NOUN
spir-13021	35	4	performed	perform	VERB
spir-13021	35	5	solely	solely	ADV
spir-13021	35	6	by	by	ADP
spir-13021	35	7	queer	queer	NOUN
spir-13021	35	8	vloggers	vlogger	NOUN
spir-13021	35	9	,	,	PUNCT
spir-13021	35	10	we	we	PRON
spir-13021	35	11	will	will	AUX
spir-13021	35	12	focus	focus	VERB
spir-13021	35	13	on	on	ADP
spir-13021	35	14	video	video	NOUN
spir-13021	35	15	titles	title	NOUN
spir-13021	35	16	and	and	CCONJ
spir-13021	35	17	transcripts	transcript	NOUN
spir-13021	35	18	.	.	PUNCT
spir-13021	36	1	using	use	VERB
spir-13021	36	2	a	a	DET
spir-13021	36	3	dictionary	dictionary	ADJ
spir-13021	36	4	-	-	PUNCT
spir-13021	36	5	based	base	VERB
spir-13021	36	6	approach	approach	NOUN
spir-13021	36	7	,	,	PUNCT
spir-13021	36	8	we	we	PRON
spir-13021	36	9	will	will	AUX
spir-13021	36	10	compile	compile	VERB
spir-13021	36	11	a	a	DET
spir-13021	36	12	list	list	NOUN
spir-13021	36	13	of	of	ADP
spir-13021	36	14	words	word	NOUN
spir-13021	36	15	commonly	commonly	ADV
spir-13021	36	16	associated	associate	VERB
spir-13021	36	17	with	with	ADP
spir-13021	36	18	queer	queer	NOUN
spir-13021	36	19	identity	identity	NOUN
spir-13021	36	20	and	and	CCONJ
spir-13021	36	21	assess	assess	VERB
spir-13021	36	22	the	the	DET
spir-13021	36	23	context	context	NOUN
spir-13021	36	24	of	of	ADP
spir-13021	36	25	their	their	PRON
spir-13021	36	26	use	use	NOUN
spir-13021	36	27	in	in	ADP
spir-13021	36	28	videos	video	NOUN
spir-13021	36	29	and	and	CCONJ
spir-13021	36	30	channels	channel	NOUN
spir-13021	36	31	.	.	PUNCT
spir-13021	37	1	from	from	ADP
spir-13021	37	2	the	the	DET
spir-13021	37	3	sample	sample	NOUN
spir-13021	37	4	that	that	PRON
spir-13021	37	5	contain	contain	VERB
spir-13021	37	6	queer	queer	NOUN
spir-13021	37	7	-	-	PUNCT
spir-13021	37	8	identity	identity	NOUN
spir-13021	37	9	words	word	NOUN
spir-13021	37	10	,	,	PUNCT
spir-13021	37	11	a	a	DET
spir-13021	37	12	qualitative	qualitative	ADJ
spir-13021	37	13	text	text	NOUN
spir-13021	37	14	analysis	analysis	NOUN
spir-13021	37	15	approach	approach	NOUN
spir-13021	37	16	will	will	AUX
spir-13021	37	17	be	be	AUX
spir-13021	37	18	used	use	VERB
spir-13021	37	19	categorize	categorize	VERB
spir-13021	37	20	the	the	DET
spir-13021	37	21	common	common	ADJ
spir-13021	37	22	contexts	context	NOUN
spir-13021	37	23	that	that	SCONJ
spir-13021	37	24	these	these	DET
spir-13021	37	25	terms	term	NOUN
spir-13021	37	26	are	be	AUX
spir-13021	37	27	used	use	VERB
spir-13021	37	28	in	in	ADP
spir-13021	37	29	the	the	DET
spir-13021	37	30	video	video	NOUN
spir-13021	37	31	titles	title	NOUN
spir-13021	37	32	.	.	PUNCT
spir-13021	38	1	our	our	PRON
spir-13021	38	2	sample	sample	NOUN
spir-13021	38	3	consists	consist	VERB
spir-13021	38	4	of	of	ADP
spir-13021	38	5	already	already	ADV
spir-13021	38	6	popular	popular	ADJ
spir-13021	38	7	beauty	beauty	NOUN
spir-13021	38	8	vloggers	vlogger	NOUN
spir-13021	38	9	.	.	PUNCT
spir-13021	39	1	to	to	PART
spir-13021	39	2	assess	assess	VERB
spir-13021	39	3	criteria	criterion	NOUN
spir-13021	39	4	,	,	PUNCT
spir-13021	39	5	we	we	PRON
spir-13021	39	6	will	will	AUX
spir-13021	39	7	use	use	VERB
spir-13021	39	8	youtube	youtube	NOUN
spir-13021	39	9	’s	’s	PART
spir-13021	39	10	creator	creator	PROPN
spir-13021	39	11	award	award	NOUN
spir-13021	39	12	system	system	NOUN
spir-13021	39	13	,	,	PUNCT
spir-13021	39	14	which	which	PRON
spir-13021	39	15	award	award	NOUN
spir-13021	39	16	channels	channel	NOUN
spir-13021	39	17	plaques	plaque	NOUN
spir-13021	39	18	based	base	VERB
spir-13021	39	19	on	on	ADP
spir-13021	39	20	the	the	DET
spir-13021	39	21	number	number	NOUN
spir-13021	39	22	of	of	ADP
spir-13021	39	23	subscribers	subscriber	NOUN
spir-13021	39	24	they	they	PRON
spir-13021	39	25	have	have	AUX
spir-13021	39	26	amassed	amass	VERB
spir-13021	39	27	.	.	PUNCT
spir-13021	40	1	we	we	PRON
spir-13021	40	2	will	will	AUX
spir-13021	40	3	use	use	VERB
spir-13021	40	4	the	the	DET
spir-13021	40	5	lowest	low	ADJ
spir-13021	40	6	threshold	threshold	NOUN
spir-13021	40	7	of	of	ADP
spir-13021	40	8	silver	silver	NOUN
spir-13021	40	9	(	(	PUNCT
spir-13021	40	10	100,000	100,000	NUM
spir-13021	40	11	subscribers	subscriber	NOUN
spir-13021	40	12	)	)	PUNCT
spir-13021	40	13	to	to	PART
spir-13021	40	14	be	be	AUX
spir-13021	40	15	considered	consider	VERB
spir-13021	40	16	“	"	PUNCT
spir-13021	40	17	popular	popular	ADJ
spir-13021	40	18	.	.	PUNCT
spir-13021	40	19	”	"	PUNCT
spir-13021	41	1	to	to	PART
spir-13021	41	2	be	be	AUX
spir-13021	41	3	considered	consider	VERB
spir-13021	41	4	a	a	DET
spir-13021	41	5	makeup	makeup	NOUN
spir-13021	41	6	youtuber	youtuber	NOUN
spir-13021	41	7	,	,	PUNCT
spir-13021	41	8	the	the	DET
spir-13021	41	9	channel	channel	NOUN
spir-13021	41	10	must	must	AUX
spir-13021	41	11	produce	produce	VERB
spir-13021	41	12	youtube	youtube	NOUN
spir-13021	41	13	videos	video	NOUN
spir-13021	41	14	about	about	ADP
spir-13021	41	15	makeup	makeup	NOUN
spir-13021	41	16	and	and	CCONJ
spir-13021	41	17	adjacent	adjacent	ADJ
spir-13021	41	18	products	product	NOUN
spir-13021	41	19	and	and	CCONJ
spir-13021	41	20	processes	process	NOUN
spir-13021	41	21	.	.	PUNCT
spir-13021	42	1	videos	video	NOUN
spir-13021	42	2	and	and	CCONJ
spir-13021	42	3	comments	comment	NOUN
spir-13021	42	4	must	must	AUX
spir-13021	42	5	also	also	ADV
spir-13021	42	6	be	be	AUX
spir-13021	42	7	primarily	primarily	ADV
spir-13021	42	8	in	in	ADP
spir-13021	42	9	the	the	DET
spir-13021	42	10	english	english	ADJ
spir-13021	42	11	language	language	NOUN
spir-13021	42	12	.	.	PUNCT
spir-13021	43	1	we	we	PRON
spir-13021	43	2	will	will	AUX
spir-13021	43	3	conduct	conduct	VERB
spir-13021	43	4	this	this	DET
spir-13021	43	5	comparison	comparison	NOUN
spir-13021	43	6	between	between	ADP
spir-13021	43	7	a	a	DET
spir-13021	43	8	sample	sample	NOUN
spir-13021	43	9	of	of	ADP
spir-13021	43	10	500	500	NUM
spir-13021	43	11	queer	queer	NOUN
spir-13021	43	12	-	-	PUNCT
spir-13021	43	13	identified	identify	VERB
spir-13021	43	14	beauty	beauty	NOUN
spir-13021	43	15	vloggers	vlogger	NOUN
spir-13021	43	16	and	and	CCONJ
spir-13021	43	17	500	500	NUM
spir-13021	43	18	equivalent	equivalent	ADJ
spir-13021	43	19	non	non	ADJ
spir-13021	43	20	-	-	ADJ
spir-13021	43	21	queer	queer	ADJ
spir-13021	43	22	beauty	beauty	NOUN
spir-13021	43	23	vlogger	vlogger	NOUN
spir-13021	43	24	channels	channel	NOUN
spir-13021	43	25	.	.	PUNCT
spir-13021	44	1	finding	find	VERB
spir-13021	44	2	these	these	DET
spir-13021	44	3	channels	channel	NOUN
spir-13021	44	4	will	will	AUX
spir-13021	44	5	be	be	AUX
spir-13021	44	6	based	base	VERB
spir-13021	44	7	on	on	ADP
spir-13021	44	8	a	a	DET
spir-13021	44	9	snowball	snowball	ADJ
spir-13021	44	10	sampling	sampling	NOUN
spir-13021	44	11	technique	technique	NOUN
spir-13021	44	12	based	base	VERB
spir-13021	44	13	on	on	ADP
spir-13021	44	14	the	the	DET
spir-13021	44	15	youtube	youtube	NOUN
spir-13021	44	16	recommendation	recommendation	NOUN
spir-13021	44	17	algorithm	algorithm	NOUN
spir-13021	44	18	.	.	PUNCT
spir-13021	45	1	our	our	PRON
spir-13021	45	2	goal	goal	NOUN
spir-13021	45	3	is	be	AUX
spir-13021	45	4	to	to	PART
spir-13021	45	5	provide	provide	VERB
spir-13021	45	6	a	a	DET
spir-13021	45	7	series	series	NOUN
spir-13021	45	8	of	of	ADP
spir-13021	45	9	descriptive	descriptive	ADJ
spir-13021	45	10	comparisons	comparison	NOUN
spir-13021	45	11	across	across	ADP
spir-13021	45	12	this	this	DET
spir-13021	45	13	large	large	ADJ
spir-13021	45	14	sample	sample	NOUN
spir-13021	45	15	of	of	ADP
spir-13021	45	16	beauty	beauty	NOUN
spir-13021	45	17	vloggers	vlogger	NOUN
spir-13021	45	18	on	on	ADP
spir-13021	45	19	youtube	youtube	NOUN
spir-13021	45	20	.	.	PUNCT
spir-13021	46	1	insights	insight	NOUN
spir-13021	46	2	will	will	AUX
spir-13021	46	3	allow	allow	VERB
spir-13021	46	4	us	we	PRON
spir-13021	46	5	to	to	PART
spir-13021	46	6	directly	directly	ADV
spir-13021	46	7	point	point	VERB
spir-13021	46	8	to	to	ADP
spir-13021	46	9	areas	area	NOUN
spir-13021	46	10	of	of	ADP
spir-13021	46	11	potentially	potentially	ADV
spir-13021	46	12	inequitable	inequitable	ADJ
spir-13021	46	13	output	output	NOUN
spir-13021	46	14	and	and	CCONJ
spir-13021	46	15	differences	difference	NOUN
spir-13021	46	16	in	in	ADP
spir-13021	46	17	labor	labor	NOUN
spir-13021	46	18	practices	practice	NOUN
spir-13021	46	19	across	across	ADP
spir-13021	46	20	these	these	DET
spir-13021	46	21	two	two	NUM
spir-13021	46	22	groups	group	NOUN
spir-13021	46	23	.	.	PUNCT
spir-13021	47	1	references	reference	NOUN
spir-13021	47	2	ferrara	ferrara	PROPN
spir-13021	47	3	,	,	PUNCT
spir-13021	47	4	e.	e.	PROPN
spir-13021	47	5	,	,	PUNCT
spir-13021	47	6	&	&	CCONJ
spir-13021	47	7	yang	yang	PROPN
spir-13021	47	8	,	,	PUNCT
spir-13021	47	9	z.	z.	PROPN
spir-13021	47	10	(	(	PUNCT
spir-13021	47	11	2015	2015	NUM
spir-13021	47	12	)	)	PUNCT
spir-13021	47	13	.	.	PUNCT
spir-13021	48	1	quantifying	quantify	VERB
spir-13021	48	2	the	the	DET
spir-13021	48	3	effect	effect	NOUN
spir-13021	48	4	of	of	ADP
spir-13021	48	5	sentiment	sentiment	NOUN
spir-13021	48	6	on	on	ADP
spir-13021	48	7	information	information	NOUN
spir-13021	48	8	diffusion	diffusion	NOUN
spir-13021	48	9	in	in	ADP
spir-13021	48	10	social	social	ADJ
spir-13021	48	11	media	medium	NOUN
spir-13021	48	12	.	.	PUNCT
spir-13021	49	1	peerj	peerj	PROPN
spir-13021	49	2	computer	computer	NOUN
spir-13021	49	3	science	science	NOUN
spir-13021	49	4	,	,	PUNCT
spir-13021	49	5	1	1	NUM
spir-13021	49	6	,	,	PUNCT
spir-13021	49	7	e26	e26	PROPN
spir-13021	49	8	.	.	PUNCT
spir-13021	49	9	https://doi.org/10.7717/peerjcs.26	https://doi.org/10.7717/peerjcs.26	PUNCT
spir-13021	50	1	guo	guo	PROPN
spir-13021	50	2	,	,	PUNCT
spir-13021	50	3	j.	j.	PROPN
spir-13021	50	4	,	,	PUNCT
spir-13021	50	5	&	&	CCONJ
spir-13021	50	6	fussell	fussell	PROPN
spir-13021	50	7	,	,	PUNCT
spir-13021	50	8	s.	s.	PROPN
spir-13021	50	9	r.	r.	PROPN
spir-13021	50	10	(	(	PUNCT
spir-13021	50	11	2020	2020	NUM
spir-13021	50	12	)	)	PUNCT
spir-13021	50	13	.	.	PUNCT
spir-13021	51	1	a	a	DET
spir-13021	51	2	preliminary	preliminary	ADJ
spir-13021	51	3	study	study	NOUN
spir-13021	51	4	of	of	ADP
spir-13021	51	5	emotional	emotional	ADJ
spir-13021	51	6	contagion	contagion	NOUN
spir-13021	51	7	in	in	ADP
spir-13021	51	8	live	live	ADJ
spir-13021	51	9	streaming	streaming	NOUN
spir-13021	51	10	.	.	PUNCT
spir-13021	52	1	conference	conference	NOUN
spir-13021	52	2	companion	companion	NOUN
spir-13021	52	3	publication	publication	NOUN
spir-13021	52	4	of	of	ADP
spir-13021	52	5	the	the	DET
spir-13021	52	6	2020	2020	NUM
spir-13021	52	7	on	on	ADP
spir-13021	52	8	computer	computer	NOUN
spir-13021	52	9	supported	support	VERB
spir-13021	52	10	cooperative	cooperative	ADJ
spir-13021	52	11	work	work	NOUN
spir-13021	52	12	and	and	CCONJ
spir-13021	52	13	social	social	ADJ
spir-13021	52	14	computing	computing	NOUN
spir-13021	52	15	,	,	PUNCT
spir-13021	52	16	263–268	263–268	NUM
spir-13021	52	17	.	.	PUNCT
spir-13021	53	1	https://doi.org/10.1145/3406865.3418309	https://doi.org/10.1145/3406865.3418309	PROPN
spir-13021	53	2	homant	homant	PROPN
spir-13021	53	3	,	,	PUNCT
spir-13021	53	4	e.	e.	PROPN
spir-13021	53	5	,	,	PUNCT
spir-13021	53	6	&	&	CCONJ
spir-13021	53	7	sender	sender	PROPN
spir-13021	53	8	,	,	PUNCT
spir-13021	53	9	k.	k.	PROPN
spir-13021	53	10	(	(	PUNCT
spir-13021	53	11	2019	2019	NUM
spir-13021	53	12	)	)	PUNCT
spir-13021	53	13	.	.	PUNCT
spir-13021	54	1	queer	queer	NOUN
spir-13021	54	2	immaterial	immaterial	ADJ
spir-13021	54	3	labor	labor	NOUN
spir-13021	54	4	in	in	ADP
spir-13021	54	5	beauty	beauty	NOUN
spir-13021	54	6	videos	video	NOUN
spir-13021	54	7	by	by	ADP
spir-13021	54	8	lgbtqidentified	lgbtqidentifie	VERB
spir-13021	54	9	youtubers	youtuber	NOUN
spir-13021	54	10	.	.	PUNCT
spir-13021	55	1	international	international	ADJ
spir-13021	55	2	journal	journal	NOUN
spir-13021	55	3	of	of	ADP
spir-13021	55	4	communication	communication	NOUN
spir-13021	55	5	,	,	PUNCT
spir-13021	55	6	13	13	NUM
spir-13021	55	7	,	,	PUNCT
spir-13021	55	8	19	19	NUM
spir-13021	55	9	.	.	PUNCT
spir-13021	56	1	https://doi.org/1932–8036/20190005	https://doi.org/1932–8036/20190005	PROPN
spir-13021	56	2	lazzarato	lazzarato	NOUN
spir-13021	56	3	,	,	PUNCT
spir-13021	56	4	m.	m.	NOUN
spir-13021	56	5	(	(	PUNCT
spir-13021	56	6	1996	1996	NUM
spir-13021	56	7	)	)	PUNCT
spir-13021	56	8	.	.	PUNCT
spir-13021	57	1	immaterial	immaterial	ADJ
spir-13021	57	2	labor	labor	NOUN
spir-13021	57	3	.	.	PUNCT
spir-13021	58	1	radical	radical	ADJ
spir-13021	58	2	thought	thought	NOUN
spir-13021	58	3	in	in	ADP
spir-13021	58	4	italy	italy	PROPN
spir-13021	58	5	:	:	PUNCT
spir-13021	58	6	a	a	DET
spir-13021	58	7	potential	potential	ADJ
spir-13021	58	8	politics	politic	NOUN
spir-13021	58	9	,	,	PUNCT
spir-13021	58	10	1996	1996	NUM
spir-13021	58	11	,	,	PUNCT
spir-13021	58	12	133–147	133–147	NUM
spir-13021	58	13	.	.	PUNCT
spir-13021	59	1	siersdorfer	siersdorfer	PROPN
spir-13021	59	2	,	,	PUNCT
spir-13021	59	3	s.	s.	PROPN
spir-13021	59	4	,	,	PUNCT
spir-13021	59	5	chelaru	chelaru	PROPN
spir-13021	59	6	,	,	PUNCT
spir-13021	59	7	s.	s.	PROPN
spir-13021	59	8	,	,	PUNCT
spir-13021	59	9	nejdl	nejdl	PROPN
spir-13021	59	10	,	,	PUNCT
spir-13021	59	11	w.	w.	PROPN
spir-13021	59	12	,	,	PUNCT
spir-13021	59	13	&	&	CCONJ
spir-13021	59	14	san	san	PROPN
spir-13021	59	15	pedro	pedro	PROPN
spir-13021	59	16	,	,	PUNCT
spir-13021	59	17	j.	j.	PROPN
spir-13021	59	18	(	(	PUNCT
spir-13021	59	19	2010	2010	NUM
spir-13021	59	20	)	)	PUNCT
spir-13021	59	21	.	.	PUNCT
spir-13021	60	1	how	how	SCONJ
spir-13021	60	2	useful	useful	ADJ
spir-13021	60	3	are	be	AUX
spir-13021	60	4	your	your	PRON
spir-13021	60	5	comments	comment	NOUN
spir-13021	60	6	?	?	PUNCT
spir-13021	61	1	analyzing	analyze	VERB
spir-13021	61	2	and	and	CCONJ
spir-13021	61	3	predicting	predict	VERB
spir-13021	61	4	youtube	youtube	NOUN
spir-13021	61	5	comments	comment	NOUN
spir-13021	61	6	and	and	CCONJ
spir-13021	61	7	comment	comment	NOUN
spir-13021	61	8	ratings	rating	NOUN
spir-13021	61	9	.	.	PUNCT
spir-13021	62	1	proceedings	proceeding	NOUN
spir-13021	62	2	of	of	ADP
spir-13021	62	3	the	the	DET
spir-13021	62	4	19th	19th	ADJ
spir-13021	62	5	international	international	ADJ
spir-13021	62	6	conference	conference	NOUN
spir-13021	62	7	on	on	ADP
spir-13021	62	8	world	world	NOUN
spir-13021	62	9	wide	wide	ADJ
spir-13021	62	10	web	web	NOUN
spir-13021	62	11	,	,	PUNCT
spir-13021	62	12	891–900	891–900	NUM
spir-13021	62	13	.	.	PUNCT
spir-13021	62	14	https://doi.org/10.1145/1772690.1772781	https://doi.org/10.1145/1772690.1772781	PUNCT