id	sid	tid	token	lemma	pos
spir-14028	1	1	selected	select	VERB
spir-14028	1	2	papers	paper	NOUN
spir-14028	1	3	of	of	ADP
spir-14028	1	4	#	#	SYM
spir-14028	1	5	aoir2024	aoir2024	PROPN
spir-14028	1	6	:	:	PUNCT
spir-14028	1	7	the	the	DET
spir-14028	1	8	25th	25th	ADJ
spir-14028	1	9	annual	annual	ADJ
spir-14028	1	10	conference	conference	NOUN
spir-14028	1	11	of	of	ADP
spir-14028	1	12	the	the	DET
spir-14028	1	13	association	association	NOUN
spir-14028	1	14	of	of	ADP
spir-14028	1	15	internet	internet	NOUN
spir-14028	1	16	researchers	researcher	NOUN
spir-14028	1	17	sheffield	sheffield	PROPN
spir-14028	1	18	,	,	PUNCT
spir-14028	1	19	uk	uk	PROPN
spir-14028	1	20	/	/	SYM
spir-14028	1	21	30	30	NUM
spir-14028	1	22	oct	oct	NOUN
spir-14028	1	23	2	2	NUM
spir-14028	1	24	nov	nov	PROPN
spir-14028	1	25	2024	2024	NUM
spir-14028	1	26	suggested	suggest	VERB
spir-14028	1	27	citation	citation	NOUN
spir-14028	1	28	(	(	PUNCT
spir-14028	1	29	apa	apa	PROPN
spir-14028	1	30	):	):	PUNCT
spir-14028	1	31	jokubauskaitė	jokubauskaitė	PROPN
spir-14028	1	32	,	,	PUNCT
spir-14028	1	33	e.	e.	PROPN
spir-14028	1	34	,	,	PUNCT
spir-14028	1	35	&	&	CCONJ
spir-14028	1	36	peeters	peeters	PROPN
spir-14028	1	37	,	,	PUNCT
spir-14028	1	38	s.	s.	PROPN
spir-14028	1	39	(	(	PUNCT
spir-14028	1	40	2024	2024	NUM
spir-14028	1	41	)	)	PUNCT
spir-14028	1	42	.	.	PUNCT
spir-14028	2	1	visibility	visibility	NOUN
spir-14028	2	2	in	in	ADP
spir-14028	2	3	the	the	DET
spir-14028	2	4	shadows	shadow	NOUN
spir-14028	2	5	:	:	PUNCT
spir-14028	2	6	tips	tip	NOUN
spir-14028	2	7	in	in	ADP
spir-14028	2	8	mainstream	mainstream	NOUN
spir-14028	2	9	vs.	vs.	ADP
spir-14028	2	10	niche	niche	NOUN
spir-14028	2	11	streaming	streaming	NOUN
spir-14028	2	12	on	on	ADP
spir-14028	2	13	chaturbate	chaturbate	NOUN
spir-14028	2	14	.	.	PUNCT
spir-14028	3	1	paper	paper	NOUN
spir-14028	3	2	presented	present	VERB
spir-14028	3	3	at	at	ADP
spir-14028	3	4	aoir2024	aoir2024	PROPN
spir-14028	3	5	:	:	PUNCT
spir-14028	3	6	the	the	DET
spir-14028	3	7	25th	25th	ADJ
spir-14028	3	8	annual	annual	ADJ
spir-14028	3	9	conference	conference	NOUN
spir-14028	3	10	of	of	ADP
spir-14028	3	11	the	the	DET
spir-14028	3	12	association	association	NOUN
spir-14028	3	13	of	of	ADP
spir-14028	3	14	internet	internet	NOUN
spir-14028	3	15	researchers	researcher	NOUN
spir-14028	3	16	.	.	PUNCT
spir-14028	4	1	sheffield	sheffield	PROPN
spir-14028	4	2	,	,	PUNCT
spir-14028	4	3	uk	uk	PROPN
spir-14028	4	4	:	:	PUNCT
spir-14028	4	5	aoir	aoir	NOUN
spir-14028	4	6	.	.	PUNCT
spir-14028	4	7	retrieved	retrieve	VERB
spir-14028	4	8	from	from	ADP
spir-14028	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-14028	4	10	.	.	PUNCT
spir-14028	5	1	visibility	visibility	NOUN
spir-14028	5	2	in	in	ADP
spir-14028	5	3	the	the	DET
spir-14028	5	4	shadows	shadow	NOUN
spir-14028	5	5	:	:	PUNCT
spir-14028	5	6	tips	tip	NOUN
spir-14028	5	7	in	in	ADP
spir-14028	5	8	mainstream	mainstream	NOUN
spir-14028	5	9	vs.	vs.	ADP
spir-14028	5	10	niche	niche	NOUN
spir-14028	5	11	streaming	streaming	NOUN
spir-14028	5	12	on	on	ADP
spir-14028	5	13	chaturbate	chaturbate	NOUN
spir-14028	5	14	emilija	emilija	PROPN
spir-14028	5	15	jokubauskaitė	jokubauskaitė	PROPN
spir-14028	5	16	university	university	PROPN
spir-14028	5	17	of	of	ADP
spir-14028	5	18	amsterdam	amsterdam	PROPN
spir-14028	5	19	stijn	stijn	PROPN
spir-14028	5	20	peeters	peeters	PROPN
spir-14028	5	21	university	university	PROPN
spir-14028	5	22	of	of	ADP
spir-14028	5	23	amsterdam	amsterdam	PROPN
spir-14028	5	24	webcam	webcam	PROPN
spir-14028	5	25	sex	sex	NOUN
spir-14028	5	26	platforms	platform	NOUN
spir-14028	5	27	have	have	AUX
spir-14028	5	28	grown	grow	VERB
spir-14028	5	29	into	into	ADP
spir-14028	5	30	a	a	DET
spir-14028	5	31	multi	multi	ADJ
spir-14028	5	32	-	-	ADJ
spir-14028	5	33	billion	billion	NUM
spir-14028	5	34	industry	industry	NOUN
spir-14028	5	35	over	over	ADP
spir-14028	5	36	the	the	DET
spir-14028	5	37	past	past	ADJ
spir-14028	5	38	few	few	ADJ
spir-14028	5	39	decades	decade	NOUN
spir-14028	5	40	and	and	CCONJ
spir-14028	5	41	host	host	VERB
spir-14028	5	42	large	large	ADJ
spir-14028	5	43	populations	population	NOUN
spir-14028	5	44	of	of	ADP
spir-14028	5	45	performers	performer	NOUN
spir-14028	5	46	.	.	PUNCT
spir-14028	6	1	succeeding	succeed	VERB
spir-14028	6	2	on	on	ADP
spir-14028	6	3	these	these	DET
spir-14028	6	4	platforms	platform	NOUN
spir-14028	6	5	is	be	AUX
spir-14028	6	6	often	often	ADV
spir-14028	6	7	framed	frame	VERB
spir-14028	6	8	in	in	ADP
spir-14028	6	9	terms	term	NOUN
spir-14028	6	10	of	of	ADP
spir-14028	6	11	appearing	appear	VERB
spir-14028	6	12	higher	higher	ADV
spir-14028	6	13	in	in	ADP
spir-14028	6	14	the	the	DET
spir-14028	6	15	algorithmically	algorithmically	ADV
spir-14028	6	16	ranked	rank	VERB
spir-14028	6	17	performance	performance	NOUN
spir-14028	6	18	list	list	NOUN
spir-14028	6	19	on	on	ADP
spir-14028	6	20	their	their	PRON
spir-14028	6	21	homepage	homepage	NOUN
spir-14028	6	22	(	(	PUNCT
spir-14028	6	23	jones	jones	PROPN
spir-14028	6	24	,	,	PUNCT
spir-14028	6	25	2015	2015	NUM
spir-14028	6	26	;	;	PUNCT
spir-14028	6	27	van	van	PROPN
spir-14028	6	28	doorn	doorn	PROPN
spir-14028	6	29	&	&	CCONJ
spir-14028	6	30	velthuis	velthuis	PROPN
spir-14028	6	31	,	,	PUNCT
spir-14028	6	32	2018	2018	NUM
spir-14028	6	33	;	;	PUNCT
spir-14028	6	34	velthuis	velthuis	PROPN
spir-14028	6	35	&	&	CCONJ
spir-14028	6	36	van	van	PROPN
spir-14028	6	37	doorn	doorn	PROPN
spir-14028	6	38	,	,	PUNCT
spir-14028	6	39	2020	2020	NUM
spir-14028	6	40	;	;	PUNCT
spir-14028	6	41	jokubauskaitė	jokubauskaitė	NOUN
spir-14028	6	42	et	et	PROPN
spir-14028	6	43	al	al	PROPN
spir-14028	6	44	.	.	PROPN
spir-14028	6	45	,	,	PUNCT
spir-14028	6	46	2023	2023	NUM
spir-14028	6	47	)	)	PUNCT
spir-14028	6	48	.	.	PUNCT
spir-14028	7	1	this	this	DET
spir-14028	7	2	visibility	visibility	NOUN
spir-14028	7	3	correlates	correlate	VERB
spir-14028	7	4	with	with	ADP
spir-14028	7	5	attracting	attract	VERB
spir-14028	7	6	substantial	substantial	ADJ
spir-14028	7	7	viewer	viewer	NOUN
spir-14028	7	8	numbers	number	NOUN
spir-14028	7	9	,	,	PUNCT
spir-14028	7	10	in	in	ADP
spir-14028	7	11	turn	turn	NOUN
spir-14028	7	12	increasing	increase	VERB
spir-14028	7	13	the	the	DET
spir-14028	7	14	potential	potential	NOUN
spir-14028	7	15	for	for	ADP
spir-14028	7	16	tips	tip	NOUN
spir-14028	7	17	.	.	PUNCT
spir-14028	8	1	performers	performer	NOUN
spir-14028	8	2	,	,	PUNCT
spir-14028	8	3	however	however	ADV
spir-14028	8	4	,	,	PUNCT
spir-14028	8	5	frequently	frequently	ADV
spir-14028	8	6	claim	claim	VERB
spir-14028	8	7	that	that	SCONJ
spir-14028	8	8	due	due	ADP
spir-14028	8	9	to	to	ADP
spir-14028	8	10	the	the	DET
spir-14028	8	11	prevalence	prevalence	NOUN
spir-14028	8	12	of	of	ADP
spir-14028	8	13	freeloading	freeloading	NOUN
spir-14028	8	14	,	,	PUNCT
spir-14028	8	15	more	more	ADV
spir-14028	8	16	viable	viable	ADJ
spir-14028	8	17	income	income	NOUN
spir-14028	8	18	strategies	strategy	NOUN
spir-14028	8	19	revolve	revolve	NOUN
spir-14028	8	20	around	around	ADP
spir-14028	8	21	cultivating	cultivate	VERB
spir-14028	8	22	a	a	DET
spir-14028	8	23	smaller	small	ADJ
spir-14028	8	24	but	but	CCONJ
spir-14028	8	25	loyal	loyal	ADJ
spir-14028	8	26	customer	customer	NOUN
spir-14028	8	27	base	base	NOUN
spir-14028	8	28	,	,	PUNCT
spir-14028	8	29	commonly	commonly	ADV
spir-14028	8	30	called	call	VERB
spir-14028	8	31	'	'	PUNCT
spir-14028	8	32	regulars	regular	NOUN
spir-14028	8	33	'	'	PART
spir-14028	8	34	.	.	PUNCT
spir-14028	9	1	streaming	stream	VERB
spir-14028	9	2	to	to	ADP
spir-14028	9	3	a	a	DET
spir-14028	9	4	niche	niche	NOUN
spir-14028	9	5	,	,	PUNCT
spir-14028	9	6	therefore	therefore	ADV
spir-14028	9	7	,	,	PUNCT
spir-14028	9	8	is	be	AUX
spir-14028	9	9	a	a	DET
spir-14028	9	10	recognized	recognize	VERB
spir-14028	9	11	approach	approach	NOUN
spir-14028	9	12	among	among	ADP
spir-14028	9	13	webcam	webcam	NOUN
spir-14028	9	14	performers	performer	NOUN
spir-14028	9	15	,	,	PUNCT
spir-14028	9	16	often	often	ADV
spir-14028	9	17	advised	advise	VERB
spir-14028	9	18	to	to	ADP
spir-14028	9	19	beginners	beginner	NOUN
spir-14028	9	20	as	as	ADP
spir-14028	9	21	a	a	DET
spir-14028	9	22	way	way	NOUN
spir-14028	9	23	to	to	PART
spir-14028	9	24	“	"	PUNCT
spir-14028	9	25	stand	stand	VERB
spir-14028	9	26	out	out	ADP
spir-14028	9	27	and	and	CCONJ
spir-14028	9	28	build	build	VERB
spir-14028	9	29	a	a	DET
spir-14028	9	30	dedicated	dedicated	ADJ
spir-14028	9	31	fan	fan	NOUN
spir-14028	9	32	base	base	NOUN
spir-14028	9	33	”	"	PUNCT
spir-14028	9	34	(	(	PUNCT
spir-14028	9	35	sah	sah	NOUN
spir-14028	9	36	,	,	PUNCT
spir-14028	9	37	2024	2024	NUM
spir-14028	9	38	)	)	PUNCT
spir-14028	9	39	.	.	PUNCT
spir-14028	10	1	this	this	PRON
spir-14028	10	2	suggests	suggest	VERB
spir-14028	10	3	that	that	SCONJ
spir-14028	10	4	there	there	PRON
spir-14028	10	5	is	be	VERB
spir-14028	10	6	more	more	ADJ
spir-14028	10	7	to	to	ADP
spir-14028	10	8	financial	financial	ADJ
spir-14028	10	9	success	success	NOUN
spir-14028	10	10	on	on	ADP
spir-14028	10	11	these	these	DET
spir-14028	10	12	platforms	platform	NOUN
spir-14028	10	13	than	than	ADP
spir-14028	10	14	‘	'	PUNCT
spir-14028	10	15	ranking	rank	VERB
spir-14028	10	16	higher	high	ADJ
spir-14028	10	17	’	'	PUNCT
spir-14028	10	18	,	,	PUNCT
spir-14028	10	19	and	and	CCONJ
spir-14028	10	20	that	that	SCONJ
spir-14028	10	21	it	it	PRON
spir-14028	10	22	can	can	AUX
spir-14028	10	23	manifest	manifest	VERB
spir-14028	10	24	in	in	ADP
spir-14028	10	25	multiple	multiple	ADJ
spir-14028	10	26	forms	form	NOUN
spir-14028	10	27	.	.	PUNCT
spir-14028	11	1	from	from	ADP
spir-14028	11	2	the	the	DET
spir-14028	11	3	platform	platform	NOUN
spir-14028	11	4	’s	’s	PART
spir-14028	11	5	perspective	perspective	NOUN
spir-14028	11	6	,	,	PUNCT
spir-14028	11	7	the	the	DET
spir-14028	11	8	algorithmic	algorithmic	ADJ
spir-14028	11	9	management	management	NOUN
spir-14028	11	10	of	of	ADP
spir-14028	11	11	creators	creator	NOUN
spir-14028	11	12	’	'	PUNCT
spir-14028	11	13	visibility	visibility	NOUN
spir-14028	11	14	is	be	AUX
spir-14028	11	15	embedded	embed	VERB
spir-14028	11	16	in	in	ADP
spir-14028	11	17	a	a	DET
spir-14028	11	18	large	large	ADJ
spir-14028	11	19	non	non	ADJ
spir-14028	11	20	-	-	ADJ
spir-14028	11	21	monopoly	monopoly	ADJ
spir-14028	11	22	market	market	NOUN
spir-14028	11	23	(	(	PUNCT
spir-14028	11	24	jokubauskaitė	jokubauskaitė	NOUN
spir-14028	11	25	et	et	PROPN
spir-14028	11	26	al	al	PROPN
spir-14028	11	27	.	.	PROPN
spir-14028	11	28	,	,	PUNCT
spir-14028	11	29	2023	2023	NUM
spir-14028	11	30	)	)	PUNCT
spir-14028	11	31	,	,	PUNCT
spir-14028	11	32	with	with	ADP
spir-14028	11	33	numerous	numerous	ADJ
spir-14028	11	34	sites	site	NOUN
spir-14028	11	35	competing	compete	VERB
spir-14028	11	36	for	for	ADP
spir-14028	11	37	limited	limited	ADJ
spir-14028	11	38	traffic	traffic	NOUN
spir-14028	11	39	.	.	PUNCT
spir-14028	12	1	various	various	ADJ
spir-14028	12	2	platform	platform	NOUN
spir-14028	12	3	affordances	affordance	NOUN
spir-14028	12	4	,	,	PUNCT
spir-14028	12	5	such	such	ADJ
spir-14028	12	6	as	as	ADP
spir-14028	12	7	the	the	DET
spir-14028	12	8	algorithmic	algorithmic	ADJ
spir-14028	12	9	ranking	ranking	NOUN
spir-14028	12	10	system	system	NOUN
spir-14028	12	11	,	,	PUNCT
spir-14028	12	12	tag	tag	NOUN
spir-14028	12	13	and	and	CCONJ
spir-14028	12	14	categorization	categorization	NOUN
spir-14028	12	15	systems	system	NOUN
spir-14028	12	16	,	,	PUNCT
spir-14028	12	17	whitelabel	whitelabel	NOUN
spir-14028	12	18	sites	site	NOUN
spir-14028	12	19	,	,	PUNCT
spir-14028	12	20	and	and	CCONJ
spir-14028	12	21	other	other	ADJ
spir-14028	12	22	affiliate	affiliate	NOUN
spir-14028	12	23	program	program	NOUN
spir-14028	12	24	elements	element	NOUN
spir-14028	12	25	serve	serve	VERB
spir-14028	12	26	to	to	PART
spir-14028	12	27	maximize	maximize	VERB
spir-14028	12	28	both	both	DET
spir-14028	12	29	traffic	traffic	NOUN
spir-14028	12	30	to	to	ADP
spir-14028	12	31	the	the	DET
spir-14028	12	32	platform	platform	NOUN
spir-14028	12	33	and	and	CCONJ
spir-14028	12	34	potential	potential	ADJ
spir-14028	12	35	spending	spending	NOUN
spir-14028	12	36	by	by	ADP
spir-14028	12	37	viewers	viewer	NOUN
spir-14028	12	38	(	(	PUNCT
spir-14028	12	39	of	of	ADP
spir-14028	12	40	which	which	PRON
spir-14028	12	41	the	the	DET
spir-14028	12	42	platform	platform	NOUN
spir-14028	12	43	receives	receive	VERB
spir-14028	12	44	a	a	DET
spir-14028	12	45	percentage	percentage	NOUN
spir-14028	12	46	)	)	PUNCT
spir-14028	12	47	.	.	PUNCT
spir-14028	13	1	for	for	ADP
spir-14028	13	2	performers	performer	NOUN
spir-14028	13	3	,	,	PUNCT
spir-14028	13	4	though	though	ADV
spir-14028	13	5	,	,	PUNCT
spir-14028	13	6	they	they	PRON
spir-14028	13	7	afford	afford	VERB
spir-14028	13	8	alternative	alternative	ADJ
spir-14028	13	9	modes	mode	NOUN
spir-14028	13	10	of	of	ADP
spir-14028	13	11	visibility	visibility	NOUN
spir-14028	13	12	,	,	PUNCT
spir-14028	13	13	which	which	PRON
spir-14028	13	14	may	may	AUX
spir-14028	13	15	generate	generate	VERB
spir-14028	13	16	tips	tip	NOUN
spir-14028	13	17	beyond	beyond	ADP
spir-14028	13	18	the	the	DET
spir-14028	13	19	top	top	NOUN
spir-14028	13	20	of	of	ADP
spir-14028	13	21	the	the	DET
spir-14028	13	22	front	front	ADJ
spir-14028	13	23	page	page	NOUN
spir-14028	13	24	of	of	ADP
spir-14028	13	25	the	the	DET
spir-14028	13	26	platform	platform	NOUN
spir-14028	13	27	.	.	PUNCT
spir-14028	14	1	nevertheless	nevertheless	ADV
spir-14028	14	2	,	,	PUNCT
spir-14028	14	3	little	little	ADJ
spir-14028	14	4	is	be	AUX
spir-14028	14	5	known	know	VERB
spir-14028	14	6	about	about	ADP
spir-14028	14	7	the	the	DET
spir-14028	14	8	concrete	concrete	ADJ
spir-14028	14	9	earnings	earning	NOUN
spir-14028	14	10	of	of	ADP
spir-14028	14	11	webcam	webcam	NOUN
spir-14028	14	12	sex	sex	NOUN
spir-14028	14	13	streamers	streamer	NOUN
spir-14028	14	14	in	in	ADP
spir-14028	14	15	relation	relation	NOUN
spir-14028	14	16	to	to	ADP
spir-14028	14	17	both	both	PRON
spir-14028	14	18	homepage	homepage	NOUN
spir-14028	14	19	ranking	ranking	NOUN
spir-14028	14	20	and	and	CCONJ
spir-14028	14	21	other	other	ADJ
spir-14028	14	22	forms	form	NOUN
spir-14028	14	23	of	of	ADP
spir-14028	14	24	visibility	visibility	NOUN
spir-14028	14	25	.	.	PUNCT
spir-14028	15	1	this	this	DET
spir-14028	15	2	paper	paper	NOUN
spir-14028	15	3	focuses	focus	VERB
spir-14028	15	4	on	on	ADP
spir-14028	15	5	chaturbate	chaturbate	NOUN
spir-14028	15	6	,	,	PUNCT
spir-14028	15	7	one	one	NUM
spir-14028	15	8	of	of	ADP
spir-14028	15	9	the	the	DET
spir-14028	15	10	highest	high	ADJ
spir-14028	15	11	-	-	PUNCT
spir-14028	15	12	traffic	traffic	NOUN
spir-14028	15	13	and	and	CCONJ
spir-14028	15	14	largestperformer	largestperformer	NOUN
spir-14028	15	15	-	-	PUNCT
spir-14028	15	16	base	base	NOUN
spir-14028	15	17	webcam	webcam	NOUN
spir-14028	15	18	sex	sex	NOUN
spir-14028	15	19	platforms	platform	NOUN
spir-14028	15	20	,	,	PUNCT
spir-14028	15	21	examining	examine	VERB
spir-14028	15	22	the	the	DET
spir-14028	15	23	income	income	NOUN
spir-14028	15	24	of	of	ADP
spir-14028	15	25	performers	performer	NOUN
spir-14028	15	26	on	on	ADP
spir-14028	15	27	the	the	DET
spir-14028	15	28	platform	platform	NOUN
spir-14028	15	29	as	as	ADV
spir-14028	15	30	related	relate	VERB
spir-14028	15	31	to	to	ADP
spir-14028	15	32	modes	mode	NOUN
spir-14028	15	33	of	of	ADP
spir-14028	15	34	visibility	visibility	NOUN
spir-14028	15	35	,	,	PUNCT
spir-14028	15	36	reliance	reliance	NOUN
spir-14028	15	37	on	on	ADP
spir-14028	15	38	regulars	regular	NOUN
spir-14028	15	39	,	,	PUNCT
spir-14028	15	40	and	and	CCONJ
spir-14028	15	41	the	the	DET
spir-14028	15	42	size	size	NOUN
spir-14028	15	43	and	and	CCONJ
spir-14028	15	44	frequency	frequency	NOUN
spir-14028	15	45	of	of	ADP
spir-14028	15	46	incoming	incoming	ADJ
spir-14028	15	47	tips	tip	NOUN
spir-14028	15	48	.	.	PUNCT
spir-14028	16	1	previous	previous	ADJ
spir-14028	16	2	research	research	NOUN
spir-14028	16	3	has	have	AUX
spir-14028	16	4	underscored	underscore	VERB
spir-14028	16	5	the	the	DET
spir-14028	16	6	opacity	opacity	NOUN
spir-14028	16	7	of	of	ADP
spir-14028	16	8	algorithmic	algorithmic	ADJ
spir-14028	16	9	ranking	ranking	NOUN
spir-14028	16	10	systems	system	NOUN
spir-14028	16	11	in	in	ADP
spir-14028	16	12	webcamming	webcamme	VERB
spir-14028	16	13	and	and	CCONJ
spir-14028	16	14	the	the	DET
spir-14028	16	15	fiercely	fiercely	ADV
spir-14028	16	16	competitive	competitive	ADJ
spir-14028	16	17	environment	environment	NOUN
spir-14028	16	18	they	they	PRON
spir-14028	16	19	foster	foster	VERB
spir-14028	16	20	.	.	PUNCT
spir-14028	17	1	for	for	ADP
spir-14028	17	2	example	example	NOUN
spir-14028	17	3	,	,	PUNCT
spir-14028	17	4	velthuis	velthuis	NOUN
spir-14028	17	5	and	and	CCONJ
spir-14028	17	6	van	van	PROPN
spir-14028	17	7	doorn	doorn	PROPN
spir-14028	17	8	(	(	PUNCT
spir-14028	17	9	2020	2020	NUM
spir-14028	17	10	)	)	PUNCT
spir-14028	17	11	assert	assert	VERB
spir-14028	17	12	that	that	SCONJ
spir-14028	17	13	these	these	DET
spir-14028	17	14	systems	system	NOUN
spir-14028	17	15	are	be	AUX
spir-14028	17	16	“	"	PUNCT
spir-14028	17	17	constitutive	constitutive	ADJ
spir-14028	17	18	of	of	ADP
spir-14028	17	19	competition	competition	NOUN
spir-14028	17	20	”	"	PUNCT
spir-14028	17	21	(	(	PUNCT
spir-14028	17	22	p.	p.	NOUN
spir-14028	17	23	168	168	NUM
spir-14028	17	24	)	)	PUNCT
spir-14028	17	25	and	and	CCONJ
spir-14028	17	26	transform	transform	VERB
spir-14028	17	27	“	"	PUNCT
spir-14028	17	28	the	the	DET
spir-14028	17	29	world	world	NOUN
spir-14028	17	30	of	of	ADP
spir-14028	17	31	webcamming	webcamme	VERB
spir-14028	17	32	into	into	ADP
spir-14028	17	33	a	a	DET
spir-14028	17	34	winner	winner	NOUN
spir-14028	17	35	-	-	PUNCT
spir-14028	17	36	take	take	VERB
spir-14028	17	37	-	-	PUNCT
spir-14028	17	38	all	all	PRON
spir-14028	17	39	world	world	NOUN
spir-14028	17	40	”	"	PUNCT
spir-14028	17	41	(	(	PUNCT
spir-14028	17	42	p.	p.	NOUN
spir-14028	17	43	176	176	NUM
spir-14028	17	44	)	)	PUNCT
spir-14028	17	45	.	.	PUNCT
spir-14028	18	1	they	they	PRON
spir-14028	18	2	further	far	ADV
spir-14028	18	3	argue	argue	VERB
spir-14028	18	4	that	that	SCONJ
spir-14028	18	5	“	"	PUNCT
spir-14028	18	6	the	the	DET
spir-14028	18	7	algorithm	algorithm	NOUN
spir-14028	18	8	is	be	AUX
spir-14028	18	9	a	a	DET
spir-14028	18	10	strategic	strategic	ADJ
spir-14028	18	11	tool	tool	NOUN
spir-14028	18	12	in	in	ADP
spir-14028	18	13	inter	inter	ADJ
spir-14028	18	14	-	-	ADJ
spir-14028	18	15	platform	platform	ADJ
spir-14028	18	16	competition	competition	NOUN
spir-14028	18	17	”	"	PUNCT
spir-14028	18	18	(	(	PUNCT
spir-14028	18	19	ibid	ibid	NOUN
spir-14028	18	20	.	.	PUNCT
spir-14028	18	21	)	)	PUNCT
spir-14028	18	22	,	,	PUNCT
spir-14028	18	23	with	with	ADP
spir-14028	18	24	its	its	PRON
spir-14028	18	25	opacity	opacity	NOUN
spir-14028	18	26	serving	serve	VERB
spir-14028	18	27	as	as	ADP
spir-14028	18	28	a	a	DET
spir-14028	18	29	safeguard	safeguard	NOUN
spir-14028	18	30	against	against	ADP
spir-14028	18	31	performers	performer	NOUN
spir-14028	18	32	attempting	attempt	VERB
spir-14028	18	33	to	to	ADP
spir-14028	18	34	'	'	PUNCT
spir-14028	18	35	game	game	NOUN
spir-14028	18	36	'	'	PUNCT
spir-14028	18	37	the	the	DET
spir-14028	18	38	system	system	NOUN
spir-14028	18	39	.	.	PUNCT
spir-14028	19	1	despite	despite	SCONJ
spir-14028	19	2	the	the	DET
spir-14028	19	3	opaqueness	opaqueness	NOUN
spir-14028	19	4	of	of	ADP
spir-14028	19	5	these	these	DET
spir-14028	19	6	algorithmic	algorithmic	ADJ
spir-14028	19	7	ranking	ranking	NOUN
spir-14028	19	8	systems	system	NOUN
spir-14028	19	9	,	,	PUNCT
spir-14028	19	10	some	some	DET
spir-14028	19	11	patterns	pattern	NOUN
spir-14028	19	12	have	have	AUX
spir-14028	19	13	been	be	AUX
spir-14028	19	14	observed	observe	VERB
spir-14028	19	15	regarding	regard	VERB
spir-14028	19	16	their	their	PRON
spir-14028	19	17	outcomes	outcome	NOUN
spir-14028	19	18	.	.	PUNCT
spir-14028	20	1	angela	angela	PROPN
spir-14028	20	2	jones	jones	PROPN
spir-14028	20	3	(	(	PUNCT
spir-14028	20	4	2015	2015	NUM
spir-14028	20	5	)	)	PUNCT
spir-14028	20	6	found	find	VERB
spir-14028	20	7	that	that	SCONJ
spir-14028	20	8	“	"	PUNCT
spir-14028	20	9	black	black	ADJ
spir-14028	20	10	and	and	CCONJ
spir-14028	20	11	hispanic	hispanic	ADJ
spir-14028	20	12	performers	performer	NOUN
spir-14028	20	13	have	have	VERB
spir-14028	20	14	disproportionately	disproportionately	ADV
spir-14028	20	15	lower	low	ADJ
spir-14028	20	16	camscores	camscore	NOUN
spir-14028	20	17	”	"	PUNCT
spir-14028	20	18	(	(	PUNCT
spir-14028	20	19	p.	p.	NOUN
spir-14028	20	20	789	789	NUM
spir-14028	20	21	)	)	PUNCT
spir-14028	20	22	on	on	ADP
spir-14028	20	23	myfreecams	myfreecam	NOUN
spir-14028	20	24	.	.	PUNCT
spir-14028	21	1	similarly	similarly	ADV
spir-14028	21	2	,	,	PUNCT
spir-14028	21	3	lorena	lorena	PROPN
spir-14028	21	4	caminhas	caminhas	X
spir-14028	21	5	(	(	PUNCT
spir-14028	21	6	2022	2022	NUM
spir-14028	21	7	)	)	PUNCT
spir-14028	21	8	documented	document	VERB
spir-14028	21	9	that	that	SCONJ
spir-14028	21	10	“	"	PUNCT
spir-14028	21	11	rankings	ranking	NOUN
spir-14028	21	12	rely	rely	VERB
spir-14028	21	13	on	on	ADP
spir-14028	21	14	axes	axis	NOUN
spir-14028	21	15	of	of	ADP
spir-14028	21	16	difference	difference	NOUN
spir-14028	21	17	,	,	PUNCT
spir-14028	21	18	centrally	centrally	ADV
spir-14028	21	19	gender	gender	NOUN
spir-14028	21	20	,	,	PUNCT
spir-14028	21	21	race	race	NOUN
spir-14028	21	22	,	,	PUNCT
spir-14028	21	23	and	and	CCONJ
spir-14028	21	24	age	age	NOUN
spir-14028	21	25	,	,	PUNCT
spir-14028	21	26	foregrounding	foreground	VERB
spir-14028	21	27	young	young	ADJ
spir-14028	21	28	white	white	PROPN
spir-14028	21	29	cisgender	cisgender	PROPN
spir-14028	21	30	women	woman	NOUN
spir-14028	21	31	”	"	PUNCT
spir-14028	21	32	(	(	PUNCT
spir-14028	21	33	p.	p.	NOUN
spir-14028	21	34	1	1	NUM
spir-14028	21	35	)	)	PUNCT
spir-14028	21	36	in	in	ADP
spir-14028	21	37	the	the	DET
spir-14028	21	38	local	local	ADJ
spir-14028	21	39	webcam	webcam	NOUN
spir-14028	21	40	industry	industry	NOUN
spir-14028	21	41	in	in	ADP
spir-14028	21	42	brazil	brazil	PROPN
spir-14028	21	43	.	.	PUNCT
spir-14028	22	1	furthermore	furthermore	ADV
spir-14028	22	2	,	,	PUNCT
spir-14028	22	3	jokubauskaitė	jokubauskaitė	NOUN
spir-14028	22	4	et	et	PROPN
spir-14028	22	5	al	al	PROPN
spir-14028	22	6	.	.	PROPN
spir-14028	22	7	(	(	PUNCT
spir-14028	22	8	2023	2023	NUM
spir-14028	22	9	)	)	PUNCT
spir-14028	22	10	empirically	empirically	ADV
spir-14028	22	11	scrutinized	scrutinize	VERB
spir-14028	22	12	the	the	DET
spir-14028	22	13	outcomes	outcome	NOUN
spir-14028	22	14	of	of	ADP
spir-14028	22	15	ranking	rank	VERB
spir-14028	22	16	systems	system	NOUN
spir-14028	22	17	of	of	ADP
spir-14028	22	18	five	five	NUM
spir-14028	22	19	webcam	webcam	NOUN
spir-14028	22	20	sex	sex	NOUN
spir-14028	22	21	platforms	platform	NOUN
spir-14028	22	22	.	.	PUNCT
spir-14028	23	1	they	they	PRON
spir-14028	23	2	note	note	VERB
spir-14028	23	3	that	that	SCONJ
spir-14028	23	4	chaturbate	chaturbate	NOUN
spir-14028	23	5	,	,	PUNCT
spir-14028	23	6	the	the	DET
spir-14028	23	7	object	object	NOUN
spir-14028	23	8	of	of	ADP
spir-14028	23	9	our	our	PRON
spir-14028	23	10	study	study	NOUN
spir-14028	23	11	,	,	PUNCT
spir-14028	23	12	hosts	host	VERB
spir-14028	23	13	a	a	DET
spir-14028	23	14	high	high	ADJ
spir-14028	23	15	-	-	PUNCT
spir-14028	23	16	risk	risk	NOUN
spir-14028	23	17	,	,	PUNCT
spir-14028	23	18	high	high	ADJ
spir-14028	23	19	-	-	PUNCT
spir-14028	23	20	reward	reward	NOUN
spir-14028	23	21	competitive	competitive	ADJ
spir-14028	23	22	environment	environment	NOUN
spir-14028	23	23	,	,	PUNCT
spir-14028	23	24	where	where	SCONJ
spir-14028	23	25	a	a	DET
spir-14028	23	26	select	select	ADJ
spir-14028	23	27	group	group	NOUN
spir-14028	23	28	of	of	ADP
spir-14028	23	29	high	high	ADJ
spir-14028	23	30	-	-	PUNCT
spir-14028	23	31	visibility	visibility	NOUN
spir-14028	23	32	performers	performer	NOUN
spir-14028	23	33	had	have	VERB
spir-14028	23	34	significantly	significantly	ADV
spir-14028	23	35	greater	great	ADJ
spir-14028	23	36	viewership	viewership	NOUN
spir-14028	23	37	of	of	ADP
spir-14028	23	38	their	their	PRON
spir-14028	23	39	shows	show	NOUN
spir-14028	23	40	compared	compare	VERB
spir-14028	23	41	to	to	ADP
spir-14028	23	42	less	less	ADV
spir-14028	23	43	visible	visible	ADJ
spir-14028	23	44	counterparts	counterpart	NOUN
spir-14028	23	45	.	.	PUNCT
spir-14028	24	1	nonetheless	nonetheless	ADV
spir-14028	24	2	,	,	PUNCT
spir-14028	24	3	mainstream	mainstream	NOUN
spir-14028	24	4	visibility	visibility	NOUN
spir-14028	24	5	is	be	AUX
spir-14028	24	6	not	not	PART
spir-14028	24	7	the	the	DET
spir-14028	24	8	only	only	ADJ
spir-14028	24	9	successful	successful	ADJ
spir-14028	24	10	income	income	NOUN
spir-14028	24	11	strategy	strategy	NOUN
spir-14028	24	12	,	,	PUNCT
spir-14028	24	13	taken	take	VERB
spir-14028	24	14	into	into	ADP
spir-14028	24	15	account	account	NOUN
spir-14028	24	16	that	that	SCONJ
spir-14028	24	17	online	online	ADJ
spir-14028	24	18	sex	sex	NOUN
spir-14028	24	19	workers	worker	NOUN
spir-14028	24	20	are	be	AUX
spir-14028	24	21	known	know	VERB
spir-14028	24	22	to	to	PART
spir-14028	24	23	resist	resist	VERB
spir-14028	24	24	platform	platform	NOUN
spir-14028	24	25	affordances	affordance	NOUN
spir-14028	24	26	(	(	PUNCT
spir-14028	24	27	rand	rand	NOUN
spir-14028	24	28	&	&	CCONJ
spir-14028	24	29	stegeman	stegeman	NOUN
spir-14028	24	30	,	,	PUNCT
spir-14028	24	31	2023	2023	NUM
spir-14028	24	32	)	)	PUNCT
spir-14028	24	33	and	and	CCONJ
spir-14028	24	34	use	use	VERB
spir-14028	24	35	various	various	ADJ
spir-14028	24	36	strategies	strategy	NOUN
spir-14028	24	37	to	to	PART
spir-14028	24	38	earn	earn	VERB
spir-14028	24	39	money	money	NOUN
spir-14028	24	40	in	in	ADP
spir-14028	24	41	a	a	DET
spir-14028	24	42	highly	highly	ADV
spir-14028	24	43	competitive	competitive	ADJ
spir-14028	24	44	environment	environment	NOUN
spir-14028	24	45	.	.	PUNCT
spir-14028	25	1	large	large	ADJ
spir-14028	25	2	-	-	PUNCT
spir-14028	25	3	scale	scale	NOUN
spir-14028	25	4	studies	study	NOUN
spir-14028	25	5	focusing	focus	VERB
spir-14028	25	6	on	on	ADP
spir-14028	25	7	ranking	rank	VERB
spir-14028	25	8	alone	alone	ADV
spir-14028	25	9	,	,	PUNCT
spir-14028	25	10	therefore	therefore	ADV
spir-14028	25	11	,	,	PUNCT
spir-14028	25	12	are	be	AUX
spir-14028	25	13	necessarily	necessarily	ADV
spir-14028	25	14	limited	limited	ADJ
spir-14028	25	15	.	.	PUNCT
spir-14028	26	1	furthermore	furthermore	ADV
spir-14028	26	2	,	,	PUNCT
spir-14028	26	3	even	even	ADV
spir-14028	26	4	though	though	SCONJ
spir-14028	26	5	some	some	DET
spir-14028	26	6	data	datum	NOUN
spir-14028	26	7	about	about	ADP
spir-14028	26	8	performer	performer	NOUN
spir-14028	26	9	earnings	earning	NOUN
spir-14028	26	10	has	have	AUX
spir-14028	26	11	been	be	AUX
spir-14028	26	12	reported	report	VERB
spir-14028	26	13	in	in	ADP
spir-14028	26	14	ethnographic	ethnographic	ADJ
spir-14028	26	15	studies	study	NOUN
spir-14028	26	16	(	(	PUNCT
spir-14028	26	17	e.g.	e.g.	ADV
spir-14028	26	18	jones	jones	PROPN
spir-14028	26	19	,	,	PUNCT
spir-14028	26	20	2020	2020	NUM
spir-14028	26	21	)	)	PUNCT
spir-14028	26	22	,	,	PUNCT
spir-14028	26	23	and	and	CCONJ
spir-14028	26	24	anecdotal	anecdotal	ADJ
spir-14028	26	25	evidence	evidence	NOUN
spir-14028	26	26	has	have	AUX
spir-14028	26	27	been	be	AUX
spir-14028	26	28	presented	present	VERB
spir-14028	26	29	in	in	ADP
spir-14028	26	30	news	news	NOUN
spir-14028	26	31	media	medium	NOUN
spir-14028	26	32	(	(	PUNCT
spir-14028	26	33	e.g.	e.g.	ADV
spir-14028	26	34	isador	isador	NOUN
spir-14028	26	35	,	,	PUNCT
spir-14028	26	36	2019	2019	NUM
spir-14028	26	37	)	)	PUNCT
spir-14028	26	38	and	and	CCONJ
spir-14028	26	39	industry	industry	NOUN
spir-14028	26	40	blogs	blog	NOUN
spir-14028	26	41	(	(	PUNCT
spir-14028	26	42	e.g.	e.g.	ADV
spir-14028	26	43	graham	graham	PROPN
spir-14028	26	44	,	,	PUNCT
spir-14028	26	45	2023	2023	NUM
spir-14028	26	46	)	)	PUNCT
spir-14028	26	47	,	,	PUNCT
spir-14028	26	48	previous	previous	ADJ
spir-14028	26	49	research	research	NOUN
spir-14028	26	50	does	do	AUX
spir-14028	26	51	not	not	PART
spir-14028	26	52	directly	directly	ADV
spir-14028	26	53	connect	connect	VERB
spir-14028	26	54	visibility	visibility	NOUN
spir-14028	26	55	metrics	metric	NOUN
spir-14028	26	56	with	with	ADP
spir-14028	26	57	earnings	earning	NOUN
spir-14028	26	58	.	.	PUNCT
spir-14028	27	1	additionally	additionally	ADV
spir-14028	27	2	,	,	PUNCT
spir-14028	27	3	income	income	NOUN
spir-14028	27	4	data	datum	NOUN
spir-14028	27	5	has	have	AUX
spir-14028	27	6	not	not	PART
spir-14028	27	7	been	be	AUX
spir-14028	27	8	collected	collect	VERB
spir-14028	27	9	systematically	systematically	ADV
spir-14028	27	10	at	at	ADP
spir-14028	27	11	a	a	DET
spir-14028	27	12	larger	large	ADJ
spir-14028	27	13	scale	scale	NOUN
spir-14028	27	14	before	before	ADV
spir-14028	27	15	.	.	PUNCT
spir-14028	28	1	we	we	PRON
spir-14028	28	2	thus	thus	ADV
spir-14028	28	3	focus	focus	VERB
spir-14028	28	4	our	our	PRON
spir-14028	28	5	inquiry	inquiry	NOUN
spir-14028	28	6	on	on	ADP
spir-14028	28	7	earnings	earning	NOUN
spir-14028	28	8	from	from	ADP
spir-14028	28	9	tips	tip	NOUN
spir-14028	28	10	collected	collect	VERB
spir-14028	28	11	on	on	ADP
spir-14028	28	12	chaturbate	chaturbate	NOUN
spir-14028	28	13	and	and	CCONJ
spir-14028	28	14	their	their	PRON
spir-14028	28	15	relationship	relationship	NOUN
spir-14028	28	16	to	to	ADP
spir-14028	28	17	visibility	visibility	NOUN
spir-14028	28	18	beyond	beyond	ADP
spir-14028	28	19	the	the	DET
spir-14028	28	20	front	front	ADJ
spir-14028	28	21	page	page	NOUN
spir-14028	28	22	of	of	ADP
spir-14028	28	23	the	the	DET
spir-14028	28	24	platform	platform	NOUN
spir-14028	28	25	,	,	PUNCT
spir-14028	28	26	made	make	VERB
spir-14028	28	27	available	available	ADJ
spir-14028	28	28	via	via	ADP
spir-14028	28	29	various	various	ADJ
spir-14028	28	30	technical	technical	ADJ
spir-14028	28	31	affordances	affordance	NOUN
spir-14028	28	32	such	such	ADJ
spir-14028	28	33	as	as	ADP
spir-14028	28	34	whitelabels	whitelabel	NOUN
spir-14028	28	35	,	,	PUNCT
spir-14028	28	36	tags	tag	NOUN
spir-14028	28	37	,	,	PUNCT
spir-14028	28	38	or	or	CCONJ
spir-14028	28	39	gender	gender	NOUN
spir-14028	28	40	labels	label	NOUN
spir-14028	28	41	.	.	PUNCT
spir-14028	29	1	our	our	PRON
spir-14028	29	2	systematic	systematic	ADJ
spir-14028	29	3	,	,	PUNCT
spir-14028	29	4	large	large	ADJ
spir-14028	29	5	-	-	PUNCT
spir-14028	29	6	scale	scale	NOUN
spir-14028	29	7	data	datum	NOUN
spir-14028	29	8	analysis	analysis	NOUN
spir-14028	29	9	is	be	AUX
spir-14028	29	10	grounded	ground	VERB
spir-14028	29	11	in	in	ADP
spir-14028	29	12	an	an	DET
spir-14028	29	13	array	array	NOUN
spir-14028	29	14	of	of	ADP
spir-14028	29	15	performance	performance	NOUN
spir-14028	29	16	metrics	metric	NOUN
spir-14028	29	17	,	,	PUNCT
spir-14028	29	18	including	include	VERB
spir-14028	29	19	ranking	ranking	NOUN
spir-14028	29	20	,	,	PUNCT
spir-14028	29	21	tip	tip	NOUN
spir-14028	29	22	,	,	PUNCT
spir-14028	29	23	viewership	viewership	NOUN
spir-14028	29	24	,	,	PUNCT
spir-14028	29	25	tags	tag	NOUN
spir-14028	29	26	,	,	PUNCT
spir-14028	29	27	and	and	CCONJ
spir-14028	29	28	other	other	ADJ
spir-14028	29	29	data	datum	NOUN
spir-14028	29	30	collected	collect	VERB
spir-14028	29	31	from	from	ADP
spir-14028	29	32	public	public	ADJ
spir-14028	29	33	streams	stream	NOUN
spir-14028	29	34	via	via	ADP
spir-14028	29	35	a	a	DET
spir-14028	29	36	custom	custom	NOUN
spir-14028	29	37	scraper	scraper	NOUN
spir-14028	29	38	on	on	ADP
spir-14028	29	39	chaturbate	chaturbate	NOUN
spir-14028	29	40	over	over	ADP
spir-14028	29	41	a	a	DET
spir-14028	29	42	two	two	NUM
spir-14028	29	43	-	-	PUNCT
spir-14028	29	44	week	week	NOUN
spir-14028	29	45	period	period	NOUN
spir-14028	29	46	in	in	ADP
spir-14028	29	47	july	july	PROPN
spir-14028	29	48	2022	2022	NUM
spir-14028	29	49	.	.	PUNCT
spir-14028	30	1	we	we	PRON
spir-14028	30	2	explore	explore	VERB
spir-14028	30	3	the	the	DET
spir-14028	30	4	distribution	distribution	NOUN
spir-14028	30	5	of	of	ADP
spir-14028	30	6	earnings	earning	NOUN
spir-14028	30	7	from	from	ADP
spir-14028	30	8	tips	tip	NOUN
spir-14028	30	9	and	and	CCONJ
spir-14028	30	10	analyze	analyze	VERB
spir-14028	30	11	their	their	PRON
spir-14028	30	12	correlations	correlation	NOUN
spir-14028	30	13	with	with	ADP
spir-14028	30	14	ranking	rank	VERB
spir-14028	30	15	on	on	ADP
spir-14028	30	16	the	the	DET
spir-14028	30	17	front	front	ADJ
spir-14028	30	18	page	page	NOUN
spir-14028	30	19	,	,	PUNCT
spir-14028	30	20	and	and	CCONJ
spir-14028	30	21	show	show	VERB
spir-14028	30	22	viewership	viewership	NOUN
spir-14028	30	23	.	.	PUNCT
spir-14028	31	1	we	we	PRON
spir-14028	31	2	then	then	ADV
spir-14028	31	3	triangulate	triangulate	VERB
spir-14028	31	4	the	the	DET
spir-14028	31	5	findings	finding	NOUN
spir-14028	31	6	via	via	ADP
spir-14028	31	7	a	a	DET
spir-14028	31	8	codonation	codonation	NOUN
spir-14028	31	9	network	network	NOUN
spir-14028	31	10	with	with	ADP
spir-14028	31	11	gender	gender	NOUN
spir-14028	31	12	-	-	PUNCT
spir-14028	31	13	label	label	NOUN
spir-14028	31	14	and	and	CCONJ
spir-14028	31	15	tag	tag	NOUN
spir-14028	31	16	data	datum	NOUN
spir-14028	31	17	to	to	PART
spir-14028	31	18	delineate	delineate	VERB
spir-14028	31	19	apparent	apparent	ADJ
spir-14028	31	20	niches	niche	NOUN
spir-14028	31	21	that	that	PRON
spir-14028	31	22	performers	performer	NOUN
spir-14028	31	23	stream	stream	VERB
spir-14028	31	24	in	in	ADP
spir-14028	31	25	.	.	PUNCT
spir-14028	32	1	doing	do	VERB
spir-14028	32	2	so	so	ADV
spir-14028	32	3	,	,	PUNCT
spir-14028	32	4	we	we	PRON
spir-14028	32	5	interrogate	interrogate	VERB
spir-14028	32	6	the	the	DET
spir-14028	32	7	algorithmic	algorithmic	ADJ
spir-14028	32	8	visibility	visibility	NOUN
spir-14028	32	9	management	management	NOUN
spir-14028	32	10	on	on	ADP
spir-14028	32	11	the	the	DET
spir-14028	32	12	platform	platform	NOUN
spir-14028	32	13	and	and	CCONJ
spir-14028	32	14	its	its	PRON
spir-14028	32	15	consequences	consequence	NOUN
spir-14028	32	16	for	for	ADP
spir-14028	32	17	performers	performer	NOUN
spir-14028	32	18	’	'	PUNCT
spir-14028	32	19	income	income	NOUN
spir-14028	32	20	from	from	ADP
spir-14028	32	21	tips	tip	NOUN
spir-14028	32	22	,	,	PUNCT
spir-14028	32	23	as	as	ADV
spir-14028	32	24	well	well	ADV
spir-14028	32	25	as	as	ADP
spir-14028	32	26	different	different	ADJ
spir-14028	32	27	ways	way	NOUN
spir-14028	32	28	performers	performer	NOUN
spir-14028	32	29	succeed	succeed	VERB
spir-14028	32	30	financially	financially	ADV
spir-14028	32	31	on	on	ADP
spir-14028	32	32	the	the	DET
spir-14028	32	33	platform	platform	NOUN
spir-14028	32	34	.	.	PUNCT
spir-14028	33	1	the	the	DET
spir-14028	33	2	analysis	analysis	NOUN
spir-14028	33	3	helps	help	VERB
spir-14028	33	4	untangle	untangle	VERB
spir-14028	33	5	the	the	DET
spir-14028	33	6	complex	complex	ADJ
spir-14028	33	7	and	and	CCONJ
spir-14028	33	8	opaque	opaque	ADJ
spir-14028	33	9	socio	socio	NOUN
spir-14028	33	10	-	-	PUNCT
spir-14028	33	11	technical	technical	ADJ
spir-14028	33	12	conditions	condition	NOUN
spir-14028	33	13	that	that	PRON
spir-14028	33	14	webcam	webcam	VERB
spir-14028	33	15	performers	performer	NOUN
spir-14028	33	16	operate	operate	VERB
spir-14028	33	17	in	in	ADP
spir-14028	33	18	.	.	PUNCT
spir-14028	34	1	however	however	ADV
spir-14028	34	2	,	,	PUNCT
spir-14028	34	3	our	our	PRON
spir-14028	34	4	case	case	NOUN
spir-14028	34	5	study	study	NOUN
spir-14028	34	6	does	do	AUX
spir-14028	34	7	not	not	PART
spir-14028	34	8	come	come	VERB
spir-14028	34	9	without	without	ADP
spir-14028	34	10	ethical	ethical	ADJ
spir-14028	34	11	concerns	concern	NOUN
spir-14028	34	12	,	,	PUNCT
spir-14028	34	13	especially	especially	ADV
spir-14028	34	14	because	because	SCONJ
spir-14028	34	15	of	of	ADP
spir-14028	34	16	the	the	DET
spir-14028	34	17	continuous	continuous	ADJ
spir-14028	34	18	stigmatization	stigmatization	NOUN
spir-14028	34	19	and	and	CCONJ
spir-14028	34	20	marginalization	marginalization	NOUN
spir-14028	34	21	of	of	ADP
spir-14028	34	22	the	the	DET
spir-14028	34	23	sex	sex	NOUN
spir-14028	34	24	worker	worker	NOUN
spir-14028	34	25	community	community	NOUN
spir-14028	34	26	.	.	PUNCT
spir-14028	35	1	we	we	PRON
spir-14028	35	2	are	be	AUX
spir-14028	35	3	particularly	particularly	ADV
spir-14028	35	4	aware	aware	ADJ
spir-14028	35	5	of	of	ADP
spir-14028	35	6	concerns	concern	NOUN
spir-14028	35	7	related	relate	VERB
spir-14028	35	8	to	to	ADP
spir-14028	35	9	automated	automate	VERB
spir-14028	35	10	online	online	ADJ
spir-14028	35	11	data	datum	NOUN
spir-14028	35	12	collection	collection	NOUN
spir-14028	35	13	.	.	PUNCT
spir-14028	36	1	nevertheless	nevertheless	ADV
spir-14028	36	2	,	,	PUNCT
spir-14028	36	3	we	we	PRON
spir-14028	36	4	believe	believe	VERB
spir-14028	36	5	that	that	SCONJ
spir-14028	36	6	a	a	DET
spir-14028	36	7	comprehensive	comprehensive	ADJ
spir-14028	36	8	analysis	analysis	NOUN
spir-14028	36	9	into	into	ADP
spir-14028	36	10	the	the	DET
spir-14028	36	11	functioning	functioning	NOUN
spir-14028	36	12	of	of	ADP
spir-14028	36	13	powerful	powerful	ADJ
spir-14028	36	14	platforms	platform	NOUN
spir-14028	36	15	can	can	AUX
spir-14028	36	16	bring	bring	VERB
spir-14028	36	17	beneficial	beneficial	ADJ
spir-14028	36	18	outcomes	outcome	NOUN
spir-14028	36	19	to	to	PART
spir-14028	36	20	worker	worker	NOUN
spir-14028	36	21	communities	community	NOUN
spir-14028	36	22	if	if	SCONJ
spir-14028	36	23	conducted	conduct	VERB
spir-14028	36	24	with	with	ADP
spir-14028	36	25	an	an	DET
spir-14028	36	26	'	'	PUNCT
spir-14028	36	27	ethic	ethic	ADJ
spir-14028	36	28	of	of	ADP
spir-14028	36	29	care	care	NOUN
spir-14028	36	30	'	'	PUNCT
spir-14028	36	31	(	(	PUNCT
spir-14028	36	32	tronto	tronto	PROPN
spir-14028	36	33	1998	1998	NUM
spir-14028	36	34	)	)	PUNCT
spir-14028	36	35	.	.	PUNCT
spir-14028	37	1	while	while	SCONJ
spir-14028	37	2	ethnographic	ethnographic	ADJ
spir-14028	37	3	studies	study	NOUN
spir-14028	37	4	of	of	ADP
spir-14028	37	5	worker	worker	NOUN
spir-14028	37	6	experiences	experience	NOUN
spir-14028	37	7	are	be	AUX
spir-14028	37	8	indispensable	indispensable	ADJ
spir-14028	37	9	,	,	PUNCT
spir-14028	37	10	they	they	PRON
spir-14028	37	11	alone	alone	ADV
spir-14028	37	12	may	may	AUX
spir-14028	37	13	not	not	PART
spir-14028	37	14	suffice	suffice	VERB
spir-14028	37	15	to	to	PART
spir-14028	37	16	counterbalance	counterbalance	VERB
spir-14028	37	17	the	the	DET
spir-14028	37	18	hegemonic	hegemonic	ADJ
spir-14028	37	19	influence	influence	NOUN
spir-14028	37	20	wielded	wield	VERB
spir-14028	37	21	by	by	ADP
spir-14028	37	22	large	large	ADJ
spir-14028	37	23	platforms	platform	NOUN
spir-14028	37	24	through	through	ADP
spir-14028	37	25	"	"	PUNCT
spir-14028	37	26	sexual	sexual	ADJ
spir-14028	37	27	datafication	datafication	NOUN
spir-14028	37	28	"	"	PUNCT
spir-14028	37	29	(	(	PUNCT
spir-14028	37	30	saunders	saunder	NOUN
spir-14028	37	31	,	,	PUNCT
spir-14028	37	32	2020	2020	NUM
spir-14028	37	33	,	,	PUNCT
spir-14028	37	34	p.	p.	NOUN
spir-14028	37	35	58	58	NUM
spir-14028	37	36	)	)	PUNCT
spir-14028	37	37	.	.	PUNCT
spir-14028	38	1	our	our	PRON
spir-14028	38	2	research	research	NOUN
spir-14028	38	3	followed	follow	VERB
spir-14028	38	4	a	a	DET
spir-14028	38	5	strict	strict	ADJ
spir-14028	38	6	ethics	ethic	NOUN
spir-14028	38	7	protocol	protocol	NOUN
spir-14028	38	8	,	,	PUNCT
spir-14028	38	9	continually	continually	ADV
spir-14028	38	10	reassessing	reassess	VERB
spir-14028	38	11	the	the	DET
spir-14028	38	12	potential	potential	ADJ
spir-14028	38	13	risks	risk	NOUN
spir-14028	38	14	of	of	ADP
spir-14028	38	15	harm	harm	NOUN
spir-14028	38	16	throughout	throughout	ADP
spir-14028	38	17	the	the	DET
spir-14028	38	18	process	process	NOUN
spir-14028	38	19	.	.	PUNCT
spir-14028	39	1	no	no	DET
spir-14028	39	2	visual	visual	ADJ
spir-14028	39	3	data	datum	NOUN
spir-14028	39	4	was	be	AUX
spir-14028	39	5	collected	collect	VERB
spir-14028	39	6	,	,	PUNCT
spir-14028	39	7	and	and	CCONJ
spir-14028	39	8	only	only	ADV
spir-14028	39	9	aggregated	aggregate	VERB
spir-14028	39	10	findings	finding	NOUN
spir-14028	39	11	are	be	AUX
spir-14028	39	12	presented	present	VERB
spir-14028	39	13	without	without	ADP
spir-14028	39	14	any	any	DET
spir-14028	39	15	identifying	identify	VERB
spir-14028	39	16	information	information	NOUN
spir-14028	39	17	.	.	PUNCT
spir-14028	40	1	besides	besides	SCONJ
spir-14028	40	2	scrutinizing	scrutinize	VERB
spir-14028	40	3	the	the	DET
spir-14028	40	4	algorithmic	algorithmic	ADJ
spir-14028	40	5	management	management	NOUN
spir-14028	40	6	of	of	ADP
spir-14028	40	7	chaturbate	chaturbate	NOUN
spir-14028	40	8	,	,	PUNCT
spir-14028	40	9	the	the	DET
spir-14028	40	10	paper	paper	NOUN
spir-14028	40	11	offers	offer	VERB
spir-14028	40	12	insight	insight	NOUN
spir-14028	40	13	into	into	ADP
spir-14028	40	14	the	the	DET
spir-14028	40	15	scale	scale	NOUN
spir-14028	40	16	and	and	CCONJ
spir-14028	40	17	distribution	distribution	NOUN
spir-14028	40	18	of	of	ADP
spir-14028	40	19	performer	performer	ADJ
spir-14028	40	20	earnings	earning	NOUN
spir-14028	40	21	along	along	ADP
spir-14028	40	22	the	the	DET
spir-14028	40	23	lines	line	NOUN
spir-14028	40	24	of	of	ADP
spir-14028	40	25	different	different	ADJ
spir-14028	40	26	strategies	strategy	NOUN
spir-14028	40	27	for	for	ADP
spir-14028	40	28	generating	generate	VERB
spir-14028	40	29	tips	tip	NOUN
spir-14028	40	30	.	.	PUNCT
spir-14028	41	1	this	this	PRON
spir-14028	41	2	can	can	AUX
spir-14028	41	3	give	give	VERB
spir-14028	41	4	actionable	actionable	ADJ
spir-14028	41	5	information	information	NOUN
spir-14028	41	6	to	to	ADP
spir-14028	41	7	performers	performer	NOUN
spir-14028	41	8	without	without	ADP
spir-14028	41	9	requiring	require	VERB
spir-14028	41	10	marginalized	marginalize	VERB
spir-14028	41	11	workers	worker	NOUN
spir-14028	41	12	to	to	PART
spir-14028	41	13	perform	perform	VERB
spir-14028	41	14	“	"	PUNCT
spir-14028	41	15	intellectual	intellectual	ADJ
spir-14028	41	16	,	,	PUNCT
spir-14028	41	17	practical	practical	ADJ
spir-14028	41	18	,	,	PUNCT
spir-14028	41	19	or	or	CCONJ
spir-14028	41	20	emotional	emotional	ADJ
spir-14028	41	21	labor	labor	NOUN
spir-14028	41	22	”	"	PUNCT
spir-14028	41	23	(	(	PUNCT
spir-14028	41	24	phipps	phipps	PROPN
spir-14028	41	25	,	,	PUNCT
spir-14028	41	26	2015	2015	NUM
spir-14028	41	27	)	)	PUNCT
spir-14028	41	28	.	.	PUNCT
spir-14028	42	1	we	we	PRON
spir-14028	42	2	also	also	ADV
spir-14028	42	3	estimate	estimate	VERB
spir-14028	42	4	the	the	DET
spir-14028	42	5	earnings	earning	NOUN
spir-14028	42	6	of	of	ADP
spir-14028	42	7	a	a	DET
spir-14028	42	8	platform	platform	NOUN
spir-14028	42	9	within	within	ADP
spir-14028	42	10	a	a	DET
spir-14028	42	11	highly	highly	ADV
spir-14028	42	12	secretive	secretive	ADJ
spir-14028	42	13	industry	industry	NOUN
spir-14028	42	14	,	,	PUNCT
spir-14028	42	15	which	which	PRON
spir-14028	42	16	has	have	AUX
spir-14028	42	17	not	not	PART
spir-14028	42	18	been	be	AUX
spir-14028	42	19	independently	independently	ADV
spir-14028	42	20	or	or	CCONJ
spir-14028	42	21	systematically	systematically	ADV
spir-14028	42	22	done	do	VERB
spir-14028	42	23	previously	previously	ADV
spir-14028	42	24	.	.	PUNCT
spir-14028	43	1	three	three	NUM
spir-14028	43	2	preliminary	preliminary	ADJ
spir-14028	43	3	findings	finding	NOUN
spir-14028	43	4	emerge	emerge	VERB
spir-14028	43	5	:	:	PUNCT
spir-14028	43	6	firstly	firstly	ADV
spir-14028	43	7	,	,	PUNCT
spir-14028	43	8	we	we	PRON
spir-14028	43	9	find	find	VERB
spir-14028	43	10	a	a	DET
spir-14028	43	11	pronounced	pronounce	VERB
spir-14028	43	12	winners	winner	NOUN
spir-14028	43	13	-	-	PUNCT
spir-14028	43	14	take	take	VERB
spir-14028	43	15	-	-	PUNCT
spir-14028	43	16	all	all	PRON
spir-14028	43	17	distribution	distribution	NOUN
spir-14028	43	18	of	of	ADP
spir-14028	43	19	tips	tip	NOUN
spir-14028	43	20	on	on	ADP
spir-14028	43	21	chaturbate	chaturbate	NOUN
spir-14028	43	22	,	,	PUNCT
spir-14028	43	23	with	with	ADP
spir-14028	43	24	the	the	DET
spir-14028	43	25	top	top	ADJ
spir-14028	43	26	10	10	NUM
spir-14028	43	27	percent	percent	NOUN
spir-14028	43	28	of	of	ADP
spir-14028	43	29	earners	earner	NOUN
spir-14028	43	30	collecting	collect	VERB
spir-14028	43	31	more	more	ADJ
spir-14028	43	32	than	than	ADP
spir-14028	43	33	69	69	NUM
spir-14028	43	34	%	%	NOUN
spir-14028	43	35	of	of	ADP
spir-14028	43	36	all	all	DET
spir-14028	43	37	tips	tip	NOUN
spir-14028	43	38	.	.	PUNCT
spir-14028	44	1	these	these	DET
spir-14028	44	2	tips	tip	NOUN
spir-14028	44	3	strongly	strongly	ADV
spir-14028	44	4	correlate	correlate	VERB
spir-14028	44	5	with	with	ADP
spir-14028	44	6	show	show	NOUN
spir-14028	44	7	viewership	viewership	NOUN
spir-14028	44	8	and	and	CCONJ
spir-14028	44	9	homepage	homepage	NOUN
spir-14028	44	10	ranking	ranking	NOUN
spir-14028	44	11	.	.	PUNCT
spir-14028	45	1	secondly	secondly	ADV
spir-14028	45	2	,	,	PUNCT
spir-14028	45	3	we	we	PRON
spir-14028	45	4	identify	identify	VERB
spir-14028	45	5	instances	instance	NOUN
spir-14028	45	6	where	where	SCONJ
spir-14028	45	7	performers	performer	NOUN
spir-14028	45	8	,	,	PUNCT
spir-14028	45	9	despite	despite	SCONJ
spir-14028	45	10	not	not	PART
spir-14028	45	11	attaining	attain	VERB
spir-14028	45	12	high	high	ADJ
spir-14028	45	13	rankings	ranking	NOUN
spir-14028	45	14	,	,	PUNCT
spir-14028	45	15	still	still	ADV
spir-14028	45	16	accumulate	accumulate	VERB
spir-14028	45	17	substantial	substantial	ADJ
spir-14028	45	18	earnings	earning	NOUN
spir-14028	45	19	,	,	PUNCT
spir-14028	45	20	suggesting	suggest	VERB
spir-14028	45	21	viable	viable	ADJ
spir-14028	45	22	paths	path	NOUN
spir-14028	45	23	to	to	ADP
spir-14028	45	24	sustainable	sustainable	ADJ
spir-14028	45	25	income	income	NOUN
spir-14028	45	26	beyond	beyond	ADP
spir-14028	45	27	seeking	seek	VERB
spir-14028	45	28	front	front	ADJ
spir-14028	45	29	-	-	PUNCT
spir-14028	45	30	page	page	NOUN
spir-14028	45	31	visibility	visibility	NOUN
spir-14028	45	32	.	.	PUNCT
spir-14028	46	1	thirdly	thirdly	ADV
spir-14028	46	2	,	,	PUNCT
spir-14028	46	3	we	we	PRON
spir-14028	46	4	uncover	uncover	VERB
spir-14028	46	5	niche	niche	NOUN
spir-14028	46	6	-	-	PUNCT
spir-14028	46	7	visibility	visibility	NOUN
spir-14028	46	8	areas	area	NOUN
spir-14028	46	9	linked	link	VERB
spir-14028	46	10	to	to	ADP
spir-14028	46	11	gender	gender	NOUN
spir-14028	46	12	labels	label	NOUN
spir-14028	46	13	and	and	CCONJ
spir-14028	46	14	specific	specific	ADJ
spir-14028	46	15	tags	tag	NOUN
spir-14028	46	16	.	.	PUNCT
spir-14028	47	1	while	while	SCONJ
spir-14028	47	2	some	some	DET
spir-14028	47	3	performers	performer	NOUN
spir-14028	47	4	in	in	ADP
spir-14028	47	5	these	these	DET
spir-14028	47	6	niches	niche	NOUN
spir-14028	47	7	earn	earn	VERB
spir-14028	47	8	a	a	DET
spir-14028	47	9	significant	significant	ADJ
spir-14028	47	10	income	income	NOUN
spir-14028	47	11	from	from	ADP
spir-14028	47	12	tips	tip	NOUN
spir-14028	47	13	,	,	PUNCT
spir-14028	47	14	their	their	PRON
spir-14028	47	15	audiences	audience	NOUN
spir-14028	47	16	tend	tend	VERB
spir-14028	47	17	to	to	PART
spir-14028	47	18	be	be	AUX
spir-14028	47	19	smaller	small	ADJ
spir-14028	47	20	and	and	CCONJ
spir-14028	47	21	more	more	ADV
spir-14028	47	22	often	often	ADV
spir-14028	47	23	consist	consist	VERB
spir-14028	47	24	mainly	mainly	ADV
spir-14028	47	25	of	of	ADP
spir-14028	47	26	loyal	loyal	ADJ
spir-14028	47	27	customers	customer	NOUN
spir-14028	47	28	,	,	PUNCT
spir-14028	47	29	who	who	PRON
spir-14028	47	30	tip	tip	VERB
spir-14028	47	31	generous	generous	ADJ
spir-14028	47	32	sums	sum	NOUN
spir-14028	47	33	of	of	ADP
spir-14028	47	34	money	money	NOUN
spir-14028	47	35	,	,	PUNCT
spir-14028	47	36	otherwise	otherwise	ADV
spir-14028	47	37	known	know	VERB
spir-14028	47	38	as	as	ADP
spir-14028	47	39	“	"	PUNCT
spir-14028	47	40	whales	whale	NOUN
spir-14028	47	41	”	"	PUNCT
spir-14028	47	42	.	.	PUNCT
spir-14028	48	1	our	our	PRON
spir-14028	48	2	findings	finding	NOUN
spir-14028	48	3	reinforce	reinforce	VERB
spir-14028	48	4	previous	previous	ADJ
spir-14028	48	5	academic	academic	ADJ
spir-14028	48	6	observations	observation	NOUN
spir-14028	48	7	concerning	concern	VERB
spir-14028	48	8	the	the	DET
spir-14028	48	9	competitive	competitive	ADJ
spir-14028	48	10	environment	environment	NOUN
spir-14028	48	11	in	in	ADP
spir-14028	48	12	webcam	webcam	NOUN
spir-14028	48	13	sex	sex	NOUN
spir-14028	48	14	as	as	ADV
spir-14028	48	15	well	well	ADV
spir-14028	48	16	as	as	ADP
spir-14028	48	17	creator	creator	NOUN
spir-14028	48	18	industries	industry	NOUN
spir-14028	48	19	at	at	ADP
spir-14028	48	20	large	large	ADJ
spir-14028	48	21	.	.	PUNCT
spir-14028	49	1	yet	yet	ADV
spir-14028	49	2	,	,	PUNCT
spir-14028	49	3	diverging	diverge	VERB
spir-14028	49	4	from	from	ADP
spir-14028	49	5	the	the	DET
spir-14028	49	6	focus	focus	NOUN
spir-14028	49	7	on	on	ADP
spir-14028	49	8	mainstream	mainstream	ADJ
spir-14028	49	9	visibility	visibility	NOUN
spir-14028	49	10	in	in	ADP
spir-14028	49	11	prior	prior	ADJ
spir-14028	49	12	work	work	NOUN
spir-14028	49	13	,	,	PUNCT
spir-14028	49	14	we	we	PRON
spir-14028	49	15	discern	discern	VERB
spir-14028	49	16	various	various	ADJ
spir-14028	49	17	income	income	NOUN
spir-14028	49	18	-	-	PUNCT
spir-14028	49	19	generation	generation	NOUN
spir-14028	49	20	strategies	strategy	NOUN
spir-14028	49	21	performers	performer	NOUN
spir-14028	49	22	employ	employ	VERB
spir-14028	49	23	when	when	SCONJ
spir-14028	49	24	subjected	subject	VERB
spir-14028	49	25	to	to	ADP
spir-14028	49	26	the	the	DET
spir-14028	49	27	algorithmic	algorithmic	ADJ
spir-14028	49	28	rule	rule	NOUN
spir-14028	49	29	of	of	ADP
spir-14028	49	30	the	the	DET
spir-14028	49	31	“	"	PUNCT
spir-14028	49	32	engines	engine	NOUN
spir-14028	49	33	of	of	ADP
spir-14028	49	34	anxiety	anxiety	NOUN
spir-14028	49	35	”	"	PUNCT
spir-14028	49	36	(	(	PUNCT
spir-14028	49	37	espeland	espeland	NOUN
spir-14028	49	38	et	et	PROPN
spir-14028	49	39	al	al	PROPN
spir-14028	49	40	.	.	PROPN
spir-14028	49	41	,	,	PUNCT
spir-14028	49	42	2016	2016	NUM
spir-14028	49	43	)	)	PUNCT
spir-14028	49	44	.	.	PUNCT
spir-14028	50	1	the	the	DET
spir-14028	50	2	alternative	alternative	ADJ
spir-14028	50	3	modes	mode	NOUN
spir-14028	50	4	of	of	ADP
spir-14028	50	5	visibility	visibility	NOUN
spir-14028	50	6	afforded	afford	VERB
spir-14028	50	7	by	by	ADP
spir-14028	50	8	the	the	DET
spir-14028	50	9	platform	platform	NOUN
spir-14028	50	10	provide	provide	VERB
spir-14028	50	11	ways	way	NOUN
spir-14028	50	12	for	for	SCONJ
spir-14028	50	13	more	more	ADJ
spir-14028	50	14	performers	performer	NOUN
spir-14028	50	15	to	to	PART
spir-14028	50	16	monetize	monetize	VERB
spir-14028	50	17	their	their	PRON
spir-14028	50	18	content	content	NOUN
spir-14028	50	19	,	,	PUNCT
spir-14028	50	20	and	and	CCONJ
spir-14028	50	21	for	for	SCONJ
spir-14028	50	22	the	the	DET
spir-14028	50	23	platform	platform	NOUN
spir-14028	50	24	to	to	PART
spir-14028	50	25	receive	receive	VERB
spir-14028	50	26	niche	niche	NOUN
spir-14028	50	27	traffic	traffic	NOUN
spir-14028	50	28	.	.	PUNCT
spir-14028	51	1	however	however	ADV
spir-14028	51	2	,	,	PUNCT
spir-14028	51	3	the	the	DET
spir-14028	51	4	strong	strong	ADJ
spir-14028	51	5	income	income	NOUN
spir-14028	51	6	reliance	reliance	NOUN
spir-14028	51	7	on	on	ADP
spir-14028	51	8	whale	whale	NOUN
spir-14028	51	9	tippers	tipper	NOUN
spir-14028	51	10	within	within	ADP
spir-14028	51	11	more	more	ADJ
spir-14028	51	12	niche	niche	NOUN
spir-14028	51	13	areas	area	NOUN
spir-14028	51	14	of	of	ADP
spir-14028	51	15	content	content	NOUN
spir-14028	51	16	underscores	underscore	VERB
spir-14028	51	17	the	the	DET
spir-14028	51	18	financial	financial	ADJ
spir-14028	51	19	precarity	precarity	NOUN
spir-14028	51	20	in	in	ADP
spir-14028	51	21	the	the	DET
spir-14028	51	22	industry	industry	NOUN
spir-14028	51	23	–	–	PUNCT
spir-14028	51	24	a	a	DET
spir-14028	51	25	performer	performer	NOUN
spir-14028	51	26	remains	remain	VERB
spir-14028	51	27	dependent	dependent	ADJ
spir-14028	51	28	,	,	PUNCT
spir-14028	51	29	either	either	CCONJ
spir-14028	51	30	on	on	ADP
spir-14028	51	31	the	the	DET
spir-14028	51	32	algorithmic	algorithmic	ADJ
spir-14028	51	33	ranking	rank	VERB
spir-14028	51	34	system	system	NOUN
spir-14028	51	35	to	to	PART
spir-14028	51	36	consistently	consistently	ADV
spir-14028	51	37	bring	bring	VERB
spir-14028	51	38	in	in	ADP
spir-14028	51	39	a	a	DET
spir-14028	51	40	large	large	ADJ
spir-14028	51	41	audience	audience	NOUN
spir-14028	51	42	,	,	PUNCT
spir-14028	51	43	or	or	CCONJ
spir-14028	51	44	on	on	ADP
spir-14028	51	45	a	a	DET
spir-14028	51	46	select	select	ADJ
spir-14028	51	47	few	few	ADJ
spir-14028	51	48	loyal	loyal	ADJ
spir-14028	51	49	fans	fan	NOUN
spir-14028	51	50	for	for	ADP
spir-14028	51	51	regular	regular	ADJ
spir-14028	51	52	donations	donation	NOUN
spir-14028	51	53	.	.	PUNCT
spir-14028	52	1	notes	note	VERB
spir-14028	52	2	the	the	DET
spir-14028	52	3	design	design	NOUN
spir-14028	52	4	of	of	ADP
spir-14028	52	5	this	this	DET
spir-14028	52	6	study	study	NOUN
spir-14028	52	7	was	be	AUX
spir-14028	52	8	reviewed	review	VERB
spir-14028	52	9	and	and	CCONJ
spir-14028	52	10	approved	approve	VERB
spir-14028	52	11	by	by	ADP
spir-14028	52	12	the	the	DET
spir-14028	52	13	ethics	ethic	NOUN
spir-14028	52	14	review	review	PROPN
spir-14028	52	15	board	board	NOUN
spir-14028	52	16	of	of	ADP
spir-14028	52	17	the	the	DET
spir-14028	52	18	university	university	PROPN
spir-14028	52	19	of	of	ADP
spir-14028	52	20	amsterdam	amsterdam	PROPN
spir-14028	52	21	,	,	PUNCT
spir-14028	52	22	faculty	faculty	NOUN
spir-14028	52	23	of	of	ADP
spir-14028	52	24	social	social	ADJ
spir-14028	52	25	and	and	CCONJ
spir-14028	52	26	behavioral	behavioral	ADJ
spir-14028	52	27	sciences	science	NOUN
spir-14028	52	28	,	,	PUNCT
spir-14028	52	29	project	project	NOUN
spir-14028	52	30	reference	reference	NOUN
spir-14028	52	31	2021	2021	NUM
spir-14028	52	32	-	-	PUNCT
spir-14028	52	33	aissr-13818	aissr-13818	NOUN
spir-14028	52	34	.	.	PUNCT
spir-14028	53	1	references	reference	NOUN
spir-14028	53	2	caminhas	caminha	VERB
spir-14028	53	3	,	,	PUNCT
spir-14028	53	4	l.	l.	PROPN
spir-14028	53	5	(	(	PUNCT
spir-14028	53	6	2022	2022	NUM
spir-14028	53	7	)	)	PUNCT
spir-14028	53	8	.	.	PUNCT
spir-14028	54	1	the	the	DET
spir-14028	54	2	politics	politic	NOUN
spir-14028	54	3	of	of	ADP
spir-14028	54	4	algorithmic	algorithmic	ADJ
spir-14028	54	5	rank	rank	NOUN
spir-14028	54	6	systems	system	NOUN
spir-14028	54	7	in	in	ADP
spir-14028	54	8	the	the	DET
spir-14028	54	9	brazilian	brazilian	ADJ
spir-14028	54	10	erotic	erotic	PROPN
spir-14028	54	11	webcam	webcam	NOUN
spir-14028	54	12	industry	industry	NOUN
spir-14028	54	13	.	.	PUNCT
spir-14028	55	1	porn	porn	NOUN
spir-14028	55	2	studies	study	NOUN
spir-14028	55	3	,	,	PUNCT
spir-14028	55	4	0(0	0(0	NUM
spir-14028	55	5	)	)	PUNCT
spir-14028	55	6	,	,	PUNCT
spir-14028	55	7	1–17	1–17	PROPN
spir-14028	55	8	.	.	PUNCT
spir-14028	56	1	https://doi.org/10.1080/23268743.2022.2083661	https://doi.org/10.1080/23268743.2022.2083661	PROPN
spir-14028	56	2	espeland	espeland	VERB
spir-14028	56	3	,	,	PUNCT
spir-14028	56	4	w.	w.	PROPN
spir-14028	56	5	n.	n.	PROPN
spir-14028	56	6	,	,	PUNCT
spir-14028	56	7	sauder	sauder	NOUN
spir-14028	56	8	,	,	PUNCT
spir-14028	56	9	m.	m.	NOUN
spir-14028	56	10	,	,	PUNCT
spir-14028	56	11	&	&	CCONJ
spir-14028	56	12	espeland	espeland	PROPN
spir-14028	56	13	,	,	PUNCT
spir-14028	56	14	w.	w.	PROPN
spir-14028	56	15	(	(	PUNCT
spir-14028	56	16	2016	2016	NUM
spir-14028	56	17	)	)	PUNCT
spir-14028	56	18	.	.	PUNCT
spir-14028	57	1	engines	engine	NOUN
spir-14028	57	2	of	of	ADP
spir-14028	57	3	anxiety	anxiety	NOUN
spir-14028	57	4	:	:	PUNCT
spir-14028	57	5	academic	academic	ADJ
spir-14028	57	6	rankings	ranking	NOUN
spir-14028	57	7	,	,	PUNCT
spir-14028	57	8	reputation	reputation	NOUN
spir-14028	57	9	,	,	PUNCT
spir-14028	57	10	and	and	CCONJ
spir-14028	57	11	accountability	accountability	NOUN
spir-14028	57	12	(	(	PUNCT
spir-14028	57	13	1st	1st	ADJ
spir-14028	57	14	edition	edition	NOUN
spir-14028	57	15	)	)	PUNCT
spir-14028	57	16	.	.	PUNCT
spir-14028	58	1	russell	russell	PROPN
spir-14028	58	2	sage	sage	PROPN
spir-14028	58	3	foundation	foundation	PROPN
spir-14028	58	4	.	.	PUNCT
spir-14028	59	1	https://doi.org/10.1080/23268743.2022.2083661	https://doi.org/10.1080/23268743.2022.2083661	PROPN
spir-14028	59	2	graham	graham	PROPN
spir-14028	59	3	,	,	PUNCT
spir-14028	59	4	m.	m.	NOUN
spir-14028	59	5	(	(	PUNCT
spir-14028	59	6	2023	2023	NUM
spir-14028	59	7	,	,	PUNCT
spir-14028	59	8	december	december	PROPN
spir-14028	59	9	6	6	NUM
spir-14028	59	10	)	)	PUNCT
spir-14028	59	11	.	.	PUNCT
spir-14028	60	1	how	how	SCONJ
spir-14028	60	2	much	much	ADJ
spir-14028	60	3	do	do	AUX
spir-14028	60	4	webcam	webcam	NOUN
spir-14028	60	5	models	model	NOUN
spir-14028	60	6	really	really	ADV
spir-14028	60	7	make	make	VERB
spir-14028	60	8	?	?	PUNCT
spir-14028	61	1	(	(	PUNCT
spir-14028	61	2	cam	cam	VERB
spir-14028	61	3	girl	girl	NOUN
spir-14028	61	4	salary	salary	NOUN
spir-14028	61	5	2022	2022	NUM
spir-14028	61	6	updated	update	VERB
spir-14028	61	7	)	)	PUNCT
spir-14028	61	8	.	.	PUNCT
spir-14028	62	1	medium	medium	ADJ
spir-14028	62	2	.	.	PROPN
spir-14028	62	3	https://grahammaloney7.medium.com/how-muchdo-webcam-models-really-make-cam-girl-salary-2022-updated-49e4fc4a0516	https://grahammaloney7.medium.com/how-muchdo-webcam-models-really-make-cam-girl-salary-2022-updated-49e4fc4a0516	PROPN
spir-14028	62	4	isador	isador	PROPN
spir-14028	62	5	,	,	PUNCT
spir-14028	62	6	g.	g.	PROPN
spir-14028	62	7	(	(	PUNCT
spir-14028	62	8	2019	2019	NUM
spir-14028	62	9	,	,	PUNCT
spir-14028	62	10	march	march	PROPN
spir-14028	62	11	8)	8)	NUM
spir-14028	62	12	.	.	PUNCT
spir-14028	63	1	cam	cam	NOUN
spir-14028	63	2	models	model	NOUN
spir-14028	63	3	tell	tell	VERB
spir-14028	63	4	us	we	PRON
spir-14028	63	5	how	how	SCONJ
spir-14028	63	6	much	much	ADJ
spir-14028	63	7	money	money	NOUN
spir-14028	63	8	they	they	PRON
spir-14028	63	9	are	be	AUX
spir-14028	63	10	really	really	ADV
spir-14028	63	11	making	make	VERB
spir-14028	63	12	.	.	PUNCT
spir-14028	64	1	vice	vice	NOUN
spir-14028	64	2	.	.	PUNCT
spir-14028	65	1	https://www.vice.com/en/article/wjmbwn/cam-models-tell-us-how-muchmoney-they-are-really-making	https://www.vice.com/en/article/wjmbwn/cam-models-tell-us-how-muchmoney-they-are-really-make	VERB
spir-14028	65	2	jokubauskaitė	jokubauskaitė	PROPN
spir-14028	65	3	,	,	PUNCT
spir-14028	65	4	e.	e.	PROPN
spir-14028	65	5	,	,	PUNCT
spir-14028	65	6	rieder	rieder	NOUN
spir-14028	65	7	,	,	PUNCT
spir-14028	65	8	b.	b.	PROPN
spir-14028	65	9	,	,	PUNCT
spir-14028	65	10	&	&	CCONJ
spir-14028	65	11	burkhardt	burkhardt	PROPN
spir-14028	65	12	,	,	PUNCT
spir-14028	65	13	s.	s.	PROPN
spir-14028	65	14	(	(	PUNCT
spir-14028	65	15	2023	2023	NUM
spir-14028	65	16	)	)	PUNCT
spir-14028	65	17	.	.	PUNCT
spir-14028	66	1	winner	winner	NOUN
spir-14028	66	2	-	-	PUNCT
spir-14028	66	3	take	take	VERB
spir-14028	66	4	-	-	PUNCT
spir-14028	66	5	all	all	PRON
spir-14028	66	6	?	?	PUNCT
spir-14028	67	1	visibility	visibility	NOUN
spir-14028	67	2	,	,	PUNCT
spir-14028	67	3	availability	availability	NOUN
spir-14028	67	4	,	,	PUNCT
spir-14028	67	5	and	and	CCONJ
spir-14028	67	6	heterogeneity	heterogeneity	NOUN
spir-14028	67	7	on	on	ADP
spir-14028	67	8	webcam	webcam	NOUN
spir-14028	67	9	sex	sex	NOUN
spir-14028	67	10	platforms	platform	NOUN
spir-14028	67	11	.	.	PUNCT
spir-14028	68	1	social	social	ADJ
spir-14028	68	2	media	medium	NOUN
spir-14028	68	3	+	+	CCONJ
spir-14028	68	4	society	society	NOUN
spir-14028	68	5	,	,	PUNCT
spir-14028	68	6	9(4	9(4	NUM
spir-14028	68	7	)	)	PUNCT
spir-14028	68	8	,	,	PUNCT
spir-14028	68	9	20563051231214807	20563051231214807	NUM
spir-14028	68	10	.	.	PUNCT
spir-14028	69	1	https://doi.org/10.1177/20563051231214807	https://doi.org/10.1177/20563051231214807	VERB
spir-14028	69	2	jones	jones	PROPN
spir-14028	69	3	,	,	PUNCT
spir-14028	69	4	a.	a.	PROPN
spir-14028	69	5	(	(	PUNCT
spir-14028	69	6	2015	2015	NUM
spir-14028	69	7	)	)	PUNCT
spir-14028	69	8	.	.	PUNCT
spir-14028	70	1	for	for	SCONJ
spir-14028	70	2	black	black	ADJ
spir-14028	70	3	models	model	NOUN
spir-14028	70	4	scroll	scroll	VERB
spir-14028	70	5	down	down	ADP
spir-14028	70	6	:	:	PUNCT
spir-14028	70	7	webcam	webcam	PROPN
spir-14028	70	8	modeling	modeling	NOUN
spir-14028	70	9	and	and	CCONJ
spir-14028	70	10	the	the	DET
spir-14028	70	11	racialization	racialization	NOUN
spir-14028	70	12	of	of	ADP
spir-14028	70	13	erotic	erotic	ADJ
spir-14028	70	14	labor	labor	NOUN
spir-14028	70	15	.	.	PUNCT
spir-14028	71	1	sexuality	sexuality	NOUN
spir-14028	71	2	&	&	CCONJ
spir-14028	71	3	culture	culture	NOUN
spir-14028	71	4	,	,	PUNCT
spir-14028	71	5	19(4	19(4	PROPN
spir-14028	71	6	)	)	PUNCT
spir-14028	71	7	,	,	PUNCT
spir-14028	71	8	776–799	776–799	NUM
spir-14028	71	9	.	.	PUNCT
spir-14028	71	10	https://doi.org/10.1007/s12119-015-9291-4	https://doi.org/10.1007/s12119-015-9291-4	NUM
spir-14028	71	11	jones	jones	PROPN
spir-14028	71	12	,	,	PUNCT
spir-14028	71	13	a.	a.	NOUN
spir-14028	71	14	(	(	PUNCT
spir-14028	71	15	2020	2020	NUM
spir-14028	71	16	)	)	PUNCT
spir-14028	71	17	.	.	PUNCT
spir-14028	72	1	camming	camme	VERB
spir-14028	72	2	:	:	PUNCT
spir-14028	72	3	money	money	NOUN
spir-14028	72	4	,	,	PUNCT
spir-14028	72	5	power	power	NOUN
spir-14028	72	6	,	,	PUNCT
spir-14028	72	7	and	and	CCONJ
spir-14028	72	8	pleasure	pleasure	NOUN
spir-14028	72	9	in	in	ADP
spir-14028	72	10	the	the	DET
spir-14028	72	11	sex	sex	NOUN
spir-14028	72	12	work	work	NOUN
spir-14028	72	13	industry	industry	NOUN
spir-14028	72	14	.	.	PUNCT
spir-14028	73	1	nyu	nyu	PROPN
spir-14028	73	2	press	press	PROPN
spir-14028	73	3	.	.	PUNCT
spir-14028	74	1	phipps	phipps	PROPN
spir-14028	74	2	,	,	PUNCT
spir-14028	74	3	a.	a.	NOUN
spir-14028	74	4	(	(	PUNCT
spir-14028	74	5	2015	2015	NUM
spir-14028	74	6	,	,	PUNCT
spir-14028	74	7	september	september	PROPN
spir-14028	74	8	29	29	NUM
spir-14028	74	9	)	)	PUNCT
spir-14028	74	10	.	.	PUNCT
spir-14028	75	1	research	research	NOUN
spir-14028	75	2	with	with	ADP
spir-14028	75	3	marginalised	marginalise	VERB
spir-14028	75	4	groups	group	NOUN
spir-14028	75	5	:	:	PUNCT
spir-14028	75	6	some	some	DET
spir-14028	75	7	difficult	difficult	ADJ
spir-14028	75	8	questions	question	NOUN
spir-14028	75	9	.	.	PUNCT
spir-14028	76	1	https://phipps.space/2015/09/29/researching-marginalised-groups/	https://phipps.space/2015/09/29/researching-marginalised-groups/	PROPN
spir-14028	76	2	rand	rand	NOUN
spir-14028	76	3	,	,	PUNCT
spir-14028	76	4	h.	h.	PROPN
spir-14028	76	5	m.	m.	PROPN
spir-14028	76	6	,	,	PUNCT
spir-14028	76	7	&	&	CCONJ
spir-14028	76	8	stegeman	stegeman	PROPN
spir-14028	76	9	,	,	PUNCT
spir-14028	76	10	h.	h.	PROPN
spir-14028	76	11	m.	m.	NOUN
spir-14028	76	12	(	(	PUNCT
spir-14028	76	13	2023	2023	NUM
spir-14028	76	14	)	)	PUNCT
spir-14028	76	15	.	.	PUNCT
spir-14028	77	1	navigating	navigate	VERB
spir-14028	77	2	and	and	CCONJ
spir-14028	77	3	resisting	resist	VERB
spir-14028	77	4	platform	platform	NOUN
spir-14028	77	5	affordances	affordance	NOUN
spir-14028	77	6	:	:	PUNCT
spir-14028	77	7	online	online	ADJ
spir-14028	77	8	sex	sex	NOUN
spir-14028	77	9	work	work	NOUN
spir-14028	77	10	as	as	ADP
spir-14028	77	11	digital	digital	ADJ
spir-14028	77	12	labor	labor	NOUN
spir-14028	77	13	.	.	PUNCT
spir-14028	78	1	gender	gender	NOUN
spir-14028	78	2	,	,	PUNCT
spir-14028	78	3	work	work	NOUN
spir-14028	78	4	&	&	CCONJ
spir-14028	78	5	organization	organization	PROPN
spir-14028	78	6	,	,	PUNCT
spir-14028	78	7	30(6	30(6	NUM
spir-14028	78	8	)	)	PUNCT
spir-14028	78	9	,	,	PUNCT
spir-14028	78	10	2102–2118	2102–2118	NUM
spir-14028	78	11	.	.	PUNCT
spir-14028	79	1	https://doi.org/10.1111/gwao.13047	https://doi.org/10.1111/gwao.13047	PROPN
spir-14028	79	2	sah	sah	PROPN
spir-14028	79	3	,	,	PUNCT
spir-14028	79	4	r.	r.	PROPN
spir-14028	79	5	(	(	PUNCT
spir-14028	79	6	2024	2024	NUM
spir-14028	79	7	,	,	PUNCT
spir-14028	79	8	january	january	PROPN
spir-14028	79	9	16	16	NUM
spir-14028	79	10	)	)	PUNCT
spir-14028	79	11	.	.	PUNCT
spir-14028	80	1	unveiling	unveil	VERB
spir-14028	80	2	the	the	DET
spir-14028	80	3	secrets	secret	NOUN
spir-14028	80	4	:	:	PUNCT
spir-14028	80	5	how	how	SCONJ
spir-14028	80	6	to	to	PART
spir-14028	80	7	make	make	VERB
spir-14028	80	8	money	money	NOUN
spir-14028	80	9	on	on	ADP
spir-14028	80	10	chaturbate	chaturbate	NOUN
spir-14028	80	11	like	like	ADP
spir-14028	80	12	a	a	DET
spir-14028	80	13	pro	pro	ADJ
spir-14028	80	14	!	!	NOUN
spir-14028	80	15	medium	medium	ADJ
spir-14028	80	16	.	.	PUNCT
spir-14028	81	1	https://medium.com/@ranjitsah11/unveiling-the-secrets-how-tomake-money-on-chaturbate-like-a-pro-fe6d9ae1d739	https://medium.com/@ranjitsah11/unveiling-the-secrets-how-tomake-money-on-chaturbate-like-a-pro-fe6d9ae1d739	PROPN
spir-14028	81	2	saunders	saunders	PROPN
spir-14028	81	3	,	,	PUNCT
spir-14028	81	4	r.	r.	PROPN
spir-14028	81	5	(	(	PUNCT
spir-14028	81	6	2020	2020	NUM
spir-14028	81	7	)	)	PUNCT
spir-14028	81	8	.	.	PUNCT
spir-14028	82	1	sexual	sexual	ADJ
spir-14028	82	2	datafication	datafication	NOUN
spir-14028	82	3	.	.	PUNCT
spir-14028	83	1	in	in	ADP
spir-14028	83	2	r.	r.	PROPN
spir-14028	83	3	saunders	saunders	PROPN
spir-14028	83	4	(	(	PUNCT
spir-14028	83	5	ed	ed	NOUN
spir-14028	83	6	.	.	PUNCT
spir-14028	83	7	)	)	PUNCT
spir-14028	84	1	,	,	PUNCT
spir-14028	84	2	bodies	body	NOUN
spir-14028	84	3	of	of	ADP
spir-14028	84	4	work	work	NOUN
spir-14028	84	5	:	:	PUNCT
spir-14028	84	6	the	the	DET
spir-14028	84	7	labour	labour	NOUN
spir-14028	84	8	of	of	ADP
spir-14028	84	9	sex	sex	NOUN
spir-14028	84	10	in	in	ADP
spir-14028	84	11	the	the	DET
spir-14028	84	12	digital	digital	ADJ
spir-14028	84	13	age	age	NOUN
spir-14028	84	14	(	(	PUNCT
spir-14028	84	15	pp	pp	ADJ
spir-14028	84	16	.	.	PUNCT
spir-14028	85	1	57–94	57–94	NUM
spir-14028	85	2	)	)	PUNCT
spir-14028	85	3	.	.	PUNCT
spir-14028	86	1	springer	springer	NOUN
spir-14028	86	2	international	international	ADJ
spir-14028	86	3	publishing	publishing	NOUN
spir-14028	86	4	.	.	PUNCT
spir-14028	87	1	https://doi.org/10.1007/978-3-030-49016-4_3	https://doi.org/10.1007/978-3-030-49016-4_3	NOUN
spir-14028	87	2	tronto	tronto	PROPN
spir-14028	87	3	,	,	PUNCT
spir-14028	87	4	j.c	j.c	PROPN
spir-14028	87	5	.	.	PROPN
spir-14028	87	6	(	(	PUNCT
spir-14028	87	7	1998	1998	NUM
spir-14028	87	8	)	)	PUNCT
spir-14028	87	9	an	an	DET
spir-14028	87	10	ethic	ethic	NOUN
spir-14028	87	11	of	of	ADP
spir-14028	87	12	care	care	NOUN
spir-14028	87	13	.	.	PUNCT
spir-14028	88	1	generations	generation	NOUN
spir-14028	88	2	:	:	PUNCT
spir-14028	88	3	journal	journal	NOUN
spir-14028	88	4	of	of	ADP
spir-14028	88	5	the	the	DET
spir-14028	88	6	american	american	ADJ
spir-14028	88	7	society	society	NOUN
spir-14028	88	8	on	on	ADP
spir-14028	88	9	aging	age	VERB
spir-14028	88	10	22(3	22(3	NOUN
spir-14028	88	11	):	):	PUNCT
spir-14028	88	12	15–20	15–20	NUM
spir-14028	88	13	.	.	PUNCT
spir-14028	89	1	van	van	PROPN
spir-14028	89	2	doorn	doorn	PROPN
spir-14028	89	3	,	,	PUNCT
spir-14028	89	4	n.	n.	NOUN
spir-14028	89	5	,	,	PUNCT
spir-14028	89	6	&	&	CCONJ
spir-14028	89	7	velthuis	velthuis	PROPN
spir-14028	89	8	,	,	PUNCT
spir-14028	89	9	o.	o.	NOUN
spir-14028	89	10	(	(	PUNCT
spir-14028	89	11	2018	2018	NUM
spir-14028	89	12	)	)	PUNCT
spir-14028	89	13	.	.	PUNCT
spir-14028	90	1	a	a	DET
spir-14028	90	2	good	good	ADJ
spir-14028	90	3	hustle	hustle	NOUN
spir-14028	90	4	:	:	PUNCT
spir-14028	90	5	the	the	DET
spir-14028	90	6	moral	moral	ADJ
spir-14028	90	7	economy	economy	NOUN
spir-14028	90	8	of	of	ADP
spir-14028	90	9	market	market	NOUN
spir-14028	90	10	competition	competition	NOUN
spir-14028	90	11	in	in	ADP
spir-14028	90	12	adult	adult	NOUN
spir-14028	90	13	webcam	webcam	NOUN
spir-14028	90	14	modeling	modeling	PROPN
spir-14028	90	15	.	.	PUNCT
spir-14028	91	1	journal	journal	PROPN
spir-14028	91	2	of	of	ADP
spir-14028	91	3	cultural	cultural	ADJ
spir-14028	91	4	economy	economy	NOUN
spir-14028	91	5	,	,	PUNCT
spir-14028	91	6	11(3	11(3	NUM
spir-14028	91	7	)	)	PUNCT
spir-14028	91	8	,	,	PUNCT
spir-14028	91	9	177–192	177–192	NUM
spir-14028	91	10	.	.	PUNCT
spir-14028	92	1	https://doi.org/10.1080/17530350.2018.1446183	https://doi.org/10.1080/17530350.2018.1446183	PROPN
spir-14028	92	2	velthuis	velthuis	PROPN
spir-14028	92	3	,	,	PUNCT
spir-14028	92	4	o.	o.	PROPN
spir-14028	92	5	,	,	PUNCT
spir-14028	92	6	&	&	CCONJ
spir-14028	92	7	van	van	PROPN
spir-14028	92	8	doorn	doorn	PROPN
spir-14028	92	9	,	,	PUNCT
spir-14028	92	10	n.	n.	NOUN
spir-14028	92	11	(	(	PUNCT
spir-14028	92	12	2020	2020	NUM
spir-14028	92	13	)	)	PUNCT
spir-14028	92	14	.	.	PUNCT
spir-14028	93	1	weathering	weather	VERB
spir-14028	93	2	winner	winner	NOUN
spir-14028	93	3	-	-	PUNCT
spir-14028	93	4	take	take	NOUN
spir-14028	93	5	-	-	PUNCT
spir-14028	93	6	all	all	NOUN
spir-14028	93	7	.	.	PUNCT
spir-14028	94	1	how	how	SCONJ
spir-14028	94	2	rankings	ranking	NOUN
spir-14028	94	3	constitute	constitute	VERB
spir-14028	94	4	competition	competition	NOUN
spir-14028	94	5	on	on	ADP
spir-14028	94	6	webcam	webcam	PROPN
spir-14028	94	7	sex	sex	NOUN
spir-14028	94	8	platforms	platform	NOUN
spir-14028	94	9	,	,	PUNCT
spir-14028	94	10	and	and	CCONJ
spir-14028	94	11	what	what	DET
spir-14028	94	12	performers	performer	NOUN
spir-14028	94	13	can	can	AUX
spir-14028	94	14	do	do	VERB
spir-14028	94	15	about	about	ADP
spir-14028	94	16	it	it	PRON
spir-14028	94	17	.	.	PUNCT
spir-14028	95	1	in	in	ADP
spir-14028	95	2	d.	d.	PROPN
spir-14028	95	3	stark	stark	PROPN
spir-14028	95	4	(	(	PUNCT
spir-14028	95	5	ed	ed	NOUN
spir-14028	95	6	.	.	PUNCT
spir-14028	95	7	)	)	PUNCT
spir-14028	95	8	,	,	PUNCT
spir-14028	95	9	the	the	DET
spir-14028	95	10	performance	performance	NOUN
spir-14028	95	11	complex	complex	NOUN
spir-14028	95	12	:	:	PUNCT
spir-14028	95	13	competitions	competition	NOUN
spir-14028	95	14	and	and	CCONJ
spir-14028	95	15	valuations	valuation	NOUN
spir-14028	95	16	in	in	ADP
spir-14028	95	17	social	social	ADJ
spir-14028	95	18	life	life	NOUN
spir-14028	95	19	.	.	PUNCT
spir-14028	96	1	oxford	oxford	PROPN
spir-14028	96	2	university	university	PROPN
spir-14028	96	3	press	press	NOUN
spir-14028	96	4	.	.	PUNCT
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spir-14028	97	3	https://grahammaloney7.medium.com/how-much-do-webcam-models-really-make-cam-girl-salary-2022-updated-49e4fc4a0516	https://grahammaloney7.medium.com/how-much-do-webcam-models-really-make-cam-girl-salary-2022-updated-49e4fc4a0516	VERB
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spir-14028	97	5	https://www.vice.com/en/article/wjmbwn/cam-models-tell-us-how-much-money-they-are-really-making	https://www.vice.com/en/article/wjmbwn/cam-models-tell-us-how-much-money-they-are-really-make	VERB
spir-14028	97	6	https://doi.org/10.1177/20563051231214807	https://doi.org/10.1177/20563051231214807	VERB
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spir-14028	97	10	https://medium.com/@ranjitsah11/unveiling-the-secrets-how-to-make-money-on-chaturbate-like-a-pro-fe6d9ae1d739	https://medium.com/@ranjitsah11/unveiling-the-secrets-how-to-make-money-on-chaturbate-like-a-pro-fe6d9ae1d739	PROPN
spir-14028	97	11	https://doi.org/10.1007/978-3-030-49016-4_3	https://doi.org/10.1007/978-3-030-49016-4_3	NOUN
spir-14028	98	1	https://doi.org/10.1080/17530350.2018.1446183	https://doi.org/10.1080/17530350.2018.1446183	PROPN
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