id	sid	tid	token	lemma	pos
spir-13023	1	1	selected	select	VERB
spir-13023	1	2	papers	paper	NOUN
spir-13023	1	3	of	of	ADP
spir-13023	1	4	#	#	SYM
spir-13023	1	5	aoir2022	aoir2022	NOUN
spir-13023	1	6	:	:	PUNCT
spir-13023	1	7	the	the	DET
spir-13023	1	8	23rd	23rd	ADJ
spir-13023	1	9	annual	annual	ADJ
spir-13023	1	10	conference	conference	NOUN
spir-13023	1	11	of	of	ADP
spir-13023	1	12	the	the	DET
spir-13023	1	13	association	association	NOUN
spir-13023	1	14	of	of	ADP
spir-13023	1	15	internet	internet	NOUN
spir-13023	1	16	researchers	researcher	NOUN
spir-13023	1	17	dublin	dublin	PROPN
spir-13023	1	18	,	,	PUNCT
spir-13023	1	19	ireland	ireland	PROPN
spir-13023	1	20	/	/	SYM
spir-13023	1	21	2	2	NUM
spir-13023	1	22	-	-	SYM
spir-13023	1	23	5	5	NUM
spir-13023	1	24	nov	nov	PROPN
spir-13023	1	25	2022	2022	NUM
spir-13023	1	26	suggested	suggest	VERB
spir-13023	1	27	citation	citation	NOUN
spir-13023	1	28	(	(	PUNCT
spir-13023	1	29	apa	apa	PROPN
spir-13023	1	30	):	):	PUNCT
spir-13023	1	31	hou	hou	PROPN
spir-13023	1	32	,	,	PUNCT
spir-13023	1	33	j.	j.	PROPN
spir-13023	1	34	(	(	PUNCT
spir-13023	1	35	2022	2022	NUM
spir-13023	1	36	,	,	PUNCT
spir-13023	1	37	november	november	PROPN
spir-13023	1	38	)	)	PUNCT
spir-13023	1	39	.	.	PUNCT
spir-13023	2	1	to	to	PART
spir-13023	2	2	generate	generate	VERB
spir-13023	2	3	data	datum	NOUN
spir-13023	2	4	at	at	ADP
spir-13023	2	5	all	all	DET
spir-13023	2	6	costs	cost	NOUN
spir-13023	2	7	for	for	ADP
spir-13023	2	8	traffic	traffic	NOUN
spir-13023	2	9	celebrities	celebrity	NOUN
spir-13023	2	10	:	:	PUNCT
spir-13023	2	11	the	the	DET
spir-13023	2	12	remaking	remaking	NOUN
spir-13023	2	13	of	of	ADP
spir-13023	2	14	chinese	chinese	ADJ
spir-13023	2	15	new	new	ADJ
spir-13023	2	16	poor	poor	ADJ
spir-13023	2	17	through	through	ADP
spir-13023	2	18	data	data	NOUN
spir-13023	2	19	-	-	PUNCT
spir-13023	2	20	driven	drive	VERB
spir-13023	2	21	fan	fan	NOUN
spir-13023	2	22	culture	culture	NOUN
spir-13023	2	23	.	.	PUNCT
spir-13023	3	1	paper	paper	NOUN
spir-13023	3	2	presented	present	VERB
spir-13023	3	3	at	at	ADP
spir-13023	3	4	aoir	aoir	NOUN
spir-13023	3	5	2022	2022	NUM
spir-13023	3	6	:	:	PUNCT
spir-13023	3	7	the	the	DET
spir-13023	3	8	23rd	23rd	ADJ
spir-13023	3	9	annual	annual	ADJ
spir-13023	3	10	conference	conference	NOUN
spir-13023	3	11	of	of	ADP
spir-13023	3	12	the	the	DET
spir-13023	3	13	association	association	NOUN
spir-13023	3	14	of	of	ADP
spir-13023	3	15	internet	internet	NOUN
spir-13023	3	16	researchers	researcher	NOUN
spir-13023	3	17	.	.	PUNCT
spir-13023	4	1	dublin	dublin	PROPN
spir-13023	4	2	,	,	PUNCT
spir-13023	4	3	ireland	ireland	PROPN
spir-13023	4	4	:	:	PUNCT
spir-13023	4	5	aoir	aoir	NOUN
spir-13023	4	6	.	.	PUNCT
spir-13023	4	7	retrieved	retrieve	VERB
spir-13023	4	8	from	from	ADP
spir-13023	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13023	4	10	.	.	PUNCT
spir-13023	5	1	to	to	PART
spir-13023	5	2	generate	generate	VERB
spir-13023	5	3	data	datum	NOUN
spir-13023	5	4	at	at	ADP
spir-13023	5	5	all	all	DET
spir-13023	5	6	costs	cost	NOUN
spir-13023	5	7	for	for	ADP
spir-13023	5	8	traffic	traffic	NOUN
spir-13023	5	9	celebrities	celebrity	NOUN
spir-13023	5	10	:	:	PUNCT
spir-13023	5	11	the	the	DET
spir-13023	5	12	remaking	remaking	NOUN
spir-13023	5	13	of	of	ADP
spir-13023	5	14	chinese	chinese	ADJ
spir-13023	5	15	new	new	ADJ
spir-13023	5	16	poor	poor	ADJ
spir-13023	5	17	through	through	ADP
spir-13023	5	18	data	data	NOUN
spir-13023	5	19	-	-	PUNCT
spir-13023	5	20	driven	drive	VERB
spir-13023	5	21	fan	fan	NOUN
spir-13023	5	22	culture	culture	PROPN
spir-13023	5	23	jiaxi	jiaxi	PROPN
spir-13023	5	24	hou	hou	PROPN
spir-13023	5	25	the	the	DET
spir-13023	5	26	university	university	PROPN
spir-13023	5	27	of	of	ADP
spir-13023	5	28	tokyo	tokyo	PROPN
spir-13023	5	29	to	to	PART
spir-13023	5	30	be	be	AUX
spir-13023	5	31	a	a	DET
spir-13023	5	32	qualified	qualified	ADJ
spir-13023	5	33	fan	fan	NOUN
spir-13023	5	34	,	,	PUNCT
spir-13023	5	35	you	you	PRON
spir-13023	5	36	always	always	ADV
spir-13023	5	37	need	need	VERB
spir-13023	5	38	to	to	PART
spir-13023	5	39	work	work	VERB
spir-13023	5	40	on	on	ADP
spir-13023	5	41	data	datum	NOUN
spir-13023	5	42	(	(	PUNCT
spir-13023	5	43	for	for	ADP
spir-13023	5	44	the	the	DET
spir-13023	5	45	celebrity	celebrity	NOUN
spir-13023	5	46	)	)	PUNCT
spir-13023	5	47	.	.	PUNCT
spir-13023	6	1	you	you	PRON
spir-13023	6	2	either	either	CCONJ
spir-13023	6	3	boost	boost	VERB
spir-13023	6	4	his	his	PRON
spir-13023	6	5	or	or	CCONJ
spir-13023	6	6	her	her	PRON
spir-13023	6	7	online	online	ADJ
spir-13023	6	8	visibility	visibility	NOUN
spir-13023	6	9	on	on	ADP
spir-13023	6	10	social	social	ADJ
spir-13023	6	11	media	medium	NOUN
spir-13023	6	12	or	or	CCONJ
spir-13023	6	13	pay	pay	VERB
spir-13023	6	14	money	money	NOUN
spir-13023	6	15	to	to	PART
spir-13023	6	16	exaggerate	exaggerate	VERB
spir-13023	6	17	the	the	DET
spir-13023	6	18	commercial	commercial	ADJ
spir-13023	6	19	sales	sale	NOUN
spir-13023	6	20	.	.	PUNCT
spir-13023	7	1	otherwise	otherwise	ADV
spir-13023	7	2	,	,	PUNCT
spir-13023	7	3	how	how	SCONJ
spir-13023	7	4	dare	dare	AUX
spir-13023	7	5	you	you	PRON
spir-13023	7	6	claim	claim	VERB
spir-13023	7	7	yourself	yourself	PRON
spir-13023	7	8	as	as	ADP
spir-13023	7	9	a	a	DET
spir-13023	7	10	fan	fan	NOUN
spir-13023	7	11	?	?	PUNCT
spir-13023	7	12	-wang	-wang	PROPN
spir-13023	7	13	,	,	PUNCT
spir-13023	7	14	22	22	NUM
spir-13023	7	15	,	,	PUNCT
spir-13023	7	16	college	college	NOUN
spir-13023	7	17	student	student	NOUN
spir-13023	7	18	,	,	PUNCT
spir-13023	7	19	a	a	DET
spir-13023	7	20	long	long	ADJ
spir-13023	7	21	-	-	PUNCT
spir-13023	7	22	time	time	NOUN
spir-13023	7	23	fan	fan	NOUN
spir-13023	7	24	of	of	ADP
spir-13023	7	25	tfboys	tfboy	NOUN
spir-13023	7	26	introduction	introduction	VERB
spir-13023	7	27	the	the	DET
spir-13023	7	28	logic	logic	NOUN
spir-13023	7	29	that	that	SCONJ
spir-13023	7	30	only	only	ADV
spir-13023	7	31	contributing	contribute	VERB
spir-13023	7	32	to	to	ADP
spir-13023	7	33	data	datum	NOUN
spir-13023	7	34	to	to	ADP
spir-13023	7	35	some	some	DET
spir-13023	7	36	extent	extent	NOUN
spir-13023	7	37	can	can	AUX
spir-13023	7	38	justify	justify	VERB
spir-13023	7	39	a	a	DET
spir-13023	7	40	fan	fan	NOUN
spir-13023	7	41	’s	’s	PART
spir-13023	7	42	identity	identity	NOUN
spir-13023	7	43	now	now	ADV
spir-13023	7	44	prevails	prevail	VERB
spir-13023	7	45	among	among	ADP
spir-13023	7	46	the	the	DET
spir-13023	7	47	chinese	chinese	PROPN
spir-13023	7	48	fan	fan	PROPN
spir-13023	7	49	communities	communities	PROPN
spir-13023	7	50	.	.	PUNCT
spir-13023	8	1	for	for	ADP
spir-13023	8	2	example	example	NOUN
spir-13023	8	3	,	,	PUNCT
spir-13023	8	4	when	when	SCONJ
spir-13023	8	5	xiao	xiao	PROPN
spir-13023	8	6	zhan	zhan	PROPN
spir-13023	8	7	,	,	PUNCT
spir-13023	8	8	one	one	NUM
spir-13023	8	9	of	of	ADP
spir-13023	8	10	china	china	PROPN
spir-13023	8	11	’s	’s	PART
spir-13023	8	12	most	most	ADV
spir-13023	8	13	sought	seek	VERB
spir-13023	8	14	-	-	PUNCT
spir-13023	8	15	after	after	NOUN
spir-13023	8	16	“	"	PUNCT
spir-13023	8	17	traffic	traffic	NOUN
spir-13023	8	18	celebrities	celebrity	NOUN
spir-13023	8	19	”	"	PUNCT
spir-13023	8	20	released	release	VERB
spir-13023	8	21	his	his	PRON
spir-13023	8	22	digital	digital	ADJ
spir-13023	8	23	single	single	NOUN
spir-13023	8	24	,	,	PUNCT
spir-13023	8	25	his	his	PRON
spir-13023	8	26	fans	fan	NOUN
spir-13023	8	27	set	set	VERB
spir-13023	8	28	consumption	consumption	NOUN
spir-13023	8	29	quotas	quota	NOUN
spir-13023	8	30	for	for	ADP
spir-13023	8	31	each	each	DET
spir-13023	8	32	other	other	ADJ
spir-13023	8	33	to	to	PART
spir-13023	8	34	manifest	manifest	VERB
spir-13023	8	35	their	their	PRON
spir-13023	8	36	loyalty	loyalty	NOUN
spir-13023	8	37	.	.	PUNCT
spir-13023	9	1	the	the	DET
spir-13023	9	2	most	most	ADV
spir-13023	9	3	widely	widely	ADV
spir-13023	9	4	shared	share	VERB
spir-13023	9	5	standard	standard	NOUN
spir-13023	9	6	indicated	indicate	VERB
spir-13023	9	7	that	that	SCONJ
spir-13023	9	8	students	student	NOUN
spir-13023	9	9	should	should	AUX
spir-13023	9	10	each	each	PRON
spir-13023	9	11	buy	buy	VERB
spir-13023	9	12	at	at	ADV
spir-13023	9	13	least	least	ADJ
spir-13023	9	14	105	105	NUM
spir-13023	9	15	copies	copy	NOUN
spir-13023	9	16	of	of	ADP
spir-13023	9	17	the	the	DET
spir-13023	9	18	track	track	NOUN
spir-13023	9	19	,	,	PUNCT
spir-13023	9	20	while	while	SCONJ
spir-13023	9	21	those	those	PRON
spir-13023	9	22	with	with	ADP
spir-13023	9	23	a	a	DET
spir-13023	9	24	job	job	NOUN
spir-13023	9	25	should	should	AUX
spir-13023	9	26	buy	buy	VERB
spir-13023	9	27	at	at	ADV
spir-13023	9	28	least	least	ADJ
spir-13023	9	29	1,005	1,005	NUM
spir-13023	9	30	.	.	PUNCT
spir-13023	10	1	such	such	ADJ
spir-13023	10	2	multiple	multiple	ADJ
spir-13023	10	3	purchases	purchase	NOUN
spir-13023	10	4	hardly	hardly	ADV
spir-13023	10	5	render	render	VERB
spir-13023	10	6	any	any	DET
spir-13023	10	7	material	material	NOUN
spir-13023	10	8	benefits	benefit	NOUN
spir-13023	10	9	to	to	ADP
spir-13023	10	10	the	the	DET
spir-13023	10	11	fans	fan	NOUN
spir-13023	10	12	,	,	PUNCT
spir-13023	10	13	but	but	CCONJ
spir-13023	10	14	in	in	ADP
spir-13023	10	15	most	most	ADJ
spir-13023	10	16	cases	case	NOUN
spir-13023	10	17	only	only	ADV
spir-13023	10	18	function	function	VERB
spir-13023	10	19	to	to	PART
spir-13023	10	20	inflate	inflate	VERB
spir-13023	10	21	the	the	DET
spir-13023	10	22	sales	sale	NOUN
spir-13023	10	23	data	datum	NOUN
spir-13023	10	24	of	of	ADP
spir-13023	10	25	the	the	DET
spir-13023	10	26	celebrity	celebrity	NOUN
spir-13023	10	27	and	and	CCONJ
spir-13023	10	28	exaggerate	exaggerate	VERB
spir-13023	10	29	his	his	PRON
spir-13023	10	30	or	or	CCONJ
spir-13023	10	31	her	her	PRON
spir-13023	10	32	actual	actual	ADJ
spir-13023	10	33	popularity	popularity	NOUN
spir-13023	10	34	.	.	PUNCT
spir-13023	11	1	though	though	SCONJ
spir-13023	11	2	a	a	DET
spir-13023	11	3	few	few	ADJ
spir-13023	11	4	elite	elite	ADJ
spir-13023	11	5	and	and	CCONJ
spir-13023	11	6	middleclass	middleclass	NOUN
spir-13023	11	7	fans	fan	NOUN
spir-13023	11	8	could	could	AUX
spir-13023	11	9	easily	easily	ADV
spir-13023	11	10	satisfy	satisfy	VERB
spir-13023	11	11	their	their	PRON
spir-13023	11	12	consumerist	consumerist	NOUN
spir-13023	11	13	desire	desire	NOUN
spir-13023	11	14	for	for	ADP
spir-13023	11	15	being	be	AUX
spir-13023	11	16	economically	economically	ADV
spir-13023	11	17	powerful	powerful	ADJ
spir-13023	11	18	,	,	PUNCT
spir-13023	11	19	many	many	ADJ
spir-13023	11	20	more	more	ADJ
spir-13023	11	21	—	—	PUNCT
spir-13023	11	22	who	who	PRON
spir-13023	11	23	are	be	AUX
spir-13023	11	24	seduced	seduce	VERB
spir-13023	11	25	by	by	ADP
spir-13023	11	26	the	the	DET
spir-13023	11	27	communitas	communita	NOUN
spir-13023	11	28	of	of	ADP
spir-13023	11	29	fan	fan	NOUN
spir-13023	11	30	activism	activism	NOUN
spir-13023	11	31	—	—	PUNCT
spir-13023	11	32	are	be	AUX
spir-13023	11	33	actually	actually	ADV
spir-13023	11	34	unable	unable	ADJ
spir-13023	11	35	or	or	CCONJ
spir-13023	11	36	not	not	PART
spir-13023	11	37	yet	yet	ADV
spir-13023	11	38	fully	fully	ADV
spir-13023	11	39	prepared	prepared	ADJ
spir-13023	11	40	to	to	PART
spir-13023	11	41	afford	afford	VERB
spir-13023	11	42	this	this	DET
spir-13023	11	43	lifestyle	lifestyle	NOUN
spir-13023	11	44	.	.	PUNCT
spir-13023	12	1	repeatedly	repeatedly	ADV
spir-13023	12	2	purchasing	purchase	VERB
spir-13023	12	3	hundreds	hundred	NOUN
spir-13023	12	4	or	or	CCONJ
spir-13023	12	5	thousands	thousand	NOUN
spir-13023	12	6	of	of	ADP
spir-13023	12	7	the	the	DET
spir-13023	12	8	same	same	ADJ
spir-13023	12	9	digital	digital	ADJ
spir-13023	12	10	track	track	NOUN
spir-13023	12	11	as	as	ADV
spir-13023	12	12	well	well	ADV
spir-13023	12	13	as	as	ADP
spir-13023	12	14	the	the	DET
spir-13023	12	15	other	other	ADJ
spir-13023	12	16	commodities	commodity	NOUN
spir-13023	12	17	endorsed	endorse	VERB
spir-13023	12	18	by	by	ADP
spir-13023	12	19	celebrities	celebrity	NOUN
spir-13023	12	20	depleted	deplete	VERB
spir-13023	12	21	many	many	ADJ
spir-13023	12	22	ordinary	ordinary	ADJ
spir-13023	12	23	fans	fan	NOUN
spir-13023	12	24	’	’	PART
spir-13023	12	25	energy	energy	NOUN
spir-13023	12	26	and	and	CCONJ
spir-13023	12	27	even	even	ADV
spir-13023	12	28	pushed	push	VERB
spir-13023	12	29	some	some	DET
spir-13023	12	30	already	already	ADV
spir-13023	12	31	socioeconomically	socioeconomically	ADV
spir-13023	12	32	disadvantaged	disadvantaged	ADJ
spir-13023	12	33	ones	one	NOUN
spir-13023	12	34	into	into	ADP
spir-13023	12	35	over	over	ADP
spir-13023	12	36	-	-	PUNCT
spir-13023	12	37	indebtedness	indebtedness	NOUN
spir-13023	12	38	.	.	PUNCT
spir-13023	13	1	“	"	PUNCT
spir-13023	13	2	traffic	traffic	NOUN
spir-13023	13	3	celebrity	celebrity	NOUN
spir-13023	13	4	,	,	PUNCT
spir-13023	13	5	”	"	PUNCT
spir-13023	13	6	or	or	CCONJ
spir-13023	13	7	its	its	PRON
spir-13023	13	8	chinese	chinese	ADJ
spir-13023	13	9	term	term	NOUN
spir-13023	13	10	,	,	PUNCT
spir-13023	13	11	liuliang	liuliang	PROPN
spir-13023	13	12	mingxing	mingxing	NOUN
spir-13023	13	13	,	,	PUNCT
spir-13023	13	14	is	be	AUX
spir-13023	13	15	the	the	DET
spir-13023	13	16	specific	specific	ADJ
spir-13023	13	17	genre	genre	NOUN
spir-13023	13	18	of	of	ADP
spir-13023	13	19	media	medium	NOUN
spir-13023	13	20	products	product	NOUN
spir-13023	13	21	to	to	PART
spir-13023	13	22	simultaneously	simultaneously	ADV
spir-13023	13	23	accommodate	accommodate	VERB
spir-13023	13	24	individual	individual	ADJ
spir-13023	13	25	fans	fan	NOUN
spir-13023	13	26	’	'	PUNCT
spir-13023	13	27	yearning	yearn	VERB
spir-13023	13	28	for	for	ADP
spir-13023	13	29	participation	participation	NOUN
spir-13023	13	30	and	and	CCONJ
spir-13023	13	31	the	the	DET
spir-13023	13	32	industrial	industrial	ADJ
spir-13023	13	33	demand	demand	NOUN
spir-13023	13	34	to	to	PART
spir-13023	13	35	maximize	maximize	VERB
spir-13023	13	36	revenue	revenue	NOUN
spir-13023	13	37	from	from	ADP
spir-13023	13	38	platform	platform	NOUN
spir-13023	13	39	data	datum	NOUN
spir-13023	13	40	.	.	PUNCT
spir-13023	14	1	it	it	PRON
spir-13023	14	2	refers	refer	VERB
spir-13023	14	3	to	to	ADP
spir-13023	14	4	the	the	DET
spir-13023	14	5	new	new	ADJ
spir-13023	14	6	type	type	NOUN
spir-13023	14	7	of	of	ADP
spir-13023	14	8	pop	pop	ADJ
spir-13023	14	9	idols	idol	NOUN
spir-13023	14	10	who	who	PRON
spir-13023	14	11	can	can	AUX
spir-13023	14	12	effectively	effectively	ADV
spir-13023	14	13	stimulate	stimulate	VERB
spir-13023	14	14	their	their	PRON
spir-13023	14	15	fans	fan	NOUN
spir-13023	14	16	’	’	PART
spir-13023	14	17	constant	constant	ADJ
spir-13023	14	18	contribution	contribution	NOUN
spir-13023	14	19	to	to	ADP
spir-13023	14	20	the	the	DET
spir-13023	14	21	increase	increase	NOUN
spir-13023	14	22	of	of	ADP
spir-13023	14	23	internet	internet	NOUN
spir-13023	14	24	traffic	traffic	NOUN
spir-13023	14	25	and	and	CCONJ
spir-13023	14	26	commercial	commercial	ADJ
spir-13023	14	27	sales	sale	NOUN
spir-13023	14	28	data	datum	NOUN
spir-13023	14	29	in	in	ADP
spir-13023	14	30	numerous	numerous	ADJ
spir-13023	14	31	ways	way	NOUN
spir-13023	14	32	.	.	PUNCT
spir-13023	15	1	concentrating	concentrate	VERB
spir-13023	15	2	on	on	ADP
spir-13023	15	3	fans	fan	NOUN
spir-13023	15	4	of	of	ADP
spir-13023	15	5	traffic	traffic	NOUN
spir-13023	15	6	celebrities	celebrity	NOUN
spir-13023	15	7	,	,	PUNCT
spir-13023	15	8	this	this	DET
spir-13023	15	9	article	article	NOUN
spir-13023	15	10	aims	aim	VERB
spir-13023	15	11	at	at	ADP
spir-13023	15	12	understanding	understand	VERB
spir-13023	15	13	how	how	SCONJ
spir-13023	15	14	datafication	datafication	NOUN
spir-13023	15	15	affects	affect	VERB
spir-13023	15	16	people	people	NOUN
spir-13023	15	17	’s	’s	PART
spir-13023	15	18	consumption	consumption	NOUN
spir-13023	15	19	and	and	CCONJ
spir-13023	15	20	even	even	ADV
spir-13023	15	21	reconfigures	reconfigure	VERB
spir-13023	15	22	the	the	DET
spir-13023	15	23	intertwining	intertwine	VERB
spir-13023	15	24	socio	socio	NOUN
spir-13023	15	25	-	-	PUNCT
spir-13023	15	26	economic	economic	ADJ
spir-13023	15	27	and	and	CCONJ
spir-13023	15	28	techno	techno	NOUN
spir-13023	15	29	-	-	PUNCT
spir-13023	15	30	cultural	cultural	ADJ
spir-13023	15	31	inequalities	inequality	NOUN
spir-13023	15	32	in	in	ADP
spir-13023	15	33	contemporary	contemporary	PROPN
spir-13023	15	34	china	china	PROPN
spir-13023	15	35	.	.	PUNCT
spir-13023	16	1	i	i	PRON
spir-13023	16	2	pay	pay	VERB
spir-13023	16	3	special	special	ADJ
spir-13023	16	4	attention	attention	NOUN
spir-13023	16	5	to	to	ADP
spir-13023	16	6	the	the	DET
spir-13023	16	7	experiences	experience	NOUN
spir-13023	16	8	of	of	ADP
spir-13023	16	9	fans	fan	NOUN
spir-13023	16	10	who	who	PRON
spir-13023	16	11	are	be	AUX
spir-13023	16	12	seduced	seduce	VERB
spir-13023	16	13	by	by	ADP
spir-13023	16	14	this	this	DET
spir-13023	16	15	data	data	NOUN
spir-13023	16	16	-	-	PUNCT
spir-13023	16	17	driven	drive	VERB
spir-13023	16	18	fan	fan	NOUN
spir-13023	16	19	culture	culture	NOUN
spir-13023	16	20	but	but	CCONJ
spir-13023	16	21	still	still	ADV
spir-13023	16	22	lack	lack	VERB
spir-13023	16	23	the	the	DET
spir-13023	16	24	economic	economic	ADJ
spir-13023	16	25	power	power	NOUN
spir-13023	16	26	to	to	PART
spir-13023	16	27	afford	afford	VERB
spir-13023	16	28	such	such	DET
spir-13023	16	29	an	an	DET
spir-13023	16	30	excessive	excessive	ADJ
spir-13023	16	31	way	way	NOUN
spir-13023	16	32	of	of	ADP
spir-13023	16	33	consumption	consumption	NOUN
spir-13023	16	34	.	.	PUNCT
spir-13023	17	1	this	this	DET
spir-13023	17	2	research	research	NOUN
spir-13023	17	3	examines	examine	NOUN
spir-13023	17	4	(	(	PUNCT
spir-13023	17	5	1	1	X
spir-13023	17	6	)	)	PUNCT
spir-13023	17	7	how	how	SCONJ
spir-13023	17	8	and	and	CCONJ
spir-13023	17	9	why	why	SCONJ
spir-13023	17	10	socioeconomically	socioeconomically	ADV
spir-13023	17	11	disadvantaged	disadvantaged	ADJ
spir-13023	17	12	fans	fan	NOUN
spir-13023	17	13	adeptly	adeptly	ADV
spir-13023	17	14	utilize	utilize	VERB
spir-13023	17	15	various	various	ADJ
spir-13023	17	16	digital	digital	ADJ
spir-13023	17	17	platforms	platform	NOUN
spir-13023	17	18	(	(	PUNCT
spir-13023	17	19	including	include	VERB
spir-13023	17	20	but	but	CCONJ
spir-13023	17	21	not	not	PART
spir-13023	17	22	limited	limit	VERB
spir-13023	17	23	to	to	ADP
spir-13023	17	24	social	social	ADJ
spir-13023	17	25	media	medium	NOUN
spir-13023	17	26	,	,	PUNCT
spir-13023	17	27	virtual	virtual	ADJ
spir-13023	17	28	credit	credit	NOUN
spir-13023	17	29	cards	card	NOUN
spir-13023	17	30	,	,	PUNCT
spir-13023	17	31	online	online	ADJ
spir-13023	17	32	loans	loan	NOUN
spir-13023	17	33	,	,	PUNCT
spir-13023	17	34	e	e	NOUN
spir-13023	17	35	-	-	NOUN
spir-13023	17	36	commerce	commerce	NOUN
spir-13023	17	37	etc	etc	X
spir-13023	17	38	.	.	X
spir-13023	17	39	)	)	PUNCT
spir-13023	17	40	to	to	PART
spir-13023	17	41	attach	attach	VERB
spir-13023	17	42	themselves	themselves	PRON
spir-13023	17	43	to	to	ADP
spir-13023	17	44	the	the	DET
spir-13023	17	45	digitalized	digitalize	VERB
spir-13023	17	46	consumer	consumer	NOUN
spir-13023	17	47	society	society	NOUN
spir-13023	17	48	;	;	PUNCT
spir-13023	17	49	(	(	PUNCT
spir-13023	17	50	2	2	X
spir-13023	17	51	)	)	PUNCT
spir-13023	17	52	how	how	SCONJ
spir-13023	17	53	digital	digital	ADJ
spir-13023	17	54	platforms	platform	NOUN
spir-13023	17	55	,	,	PUNCT
spir-13023	17	56	especially	especially	ADV
spir-13023	17	57	their	their	PRON
spir-13023	17	58	different	different	ADJ
spir-13023	17	59	datafication	datafication	NOUN
spir-13023	17	60	mechanisms	mechanism	NOUN
spir-13023	17	61	,	,	PUNCT
spir-13023	17	62	at	at	ADP
spir-13023	17	63	the	the	DET
spir-13023	17	64	same	same	ADJ
spir-13023	17	65	time	time	NOUN
spir-13023	17	66	,	,	PUNCT
spir-13023	17	67	discipline	discipline	NOUN
spir-13023	17	68	and	and	CCONJ
spir-13023	17	69	exploit	exploit	VERB
spir-13023	17	70	these	these	DET
spir-13023	17	71	fans	fan	NOUN
spir-13023	17	72	in	in	ADP
spir-13023	17	73	return	return	NOUN
spir-13023	17	74	;	;	PUNCT
spir-13023	17	75	(	(	PUNCT
spir-13023	17	76	3	3	X
spir-13023	17	77	)	)	PUNCT
spir-13023	17	78	how	how	SCONJ
spir-13023	17	79	the	the	DET
spir-13023	17	80	other	other	ADJ
spir-13023	17	81	social	social	ADJ
spir-13023	17	82	actors	actor	NOUN
spir-13023	17	83	such	such	ADJ
spir-13023	17	84	as	as	ADP
spir-13023	17	85	the	the	DET
spir-13023	17	86	state	state	NOUN
spir-13023	17	87	authorities	authority	NOUN
spir-13023	17	88	and	and	CCONJ
spir-13023	17	89	the	the	DET
spir-13023	17	90	informal	informal	ADJ
spir-13023	17	91	online	online	ADJ
spir-13023	17	92	lending	lending	NOUN
spir-13023	17	93	market	market	NOUN
spir-13023	17	94	are	be	AUX
spir-13023	17	95	involved	involve	VERB
spir-13023	17	96	in	in	ADP
spir-13023	17	97	bringing	bring	VERB
spir-13023	17	98	more	more	ADJ
spir-13023	17	99	precarity	precarity	NOUN
spir-13023	17	100	to	to	ADP
spir-13023	17	101	the	the	DET
spir-13023	17	102	already	already	ADV
spir-13023	17	103	disadvantaged	disadvantaged	ADJ
spir-13023	17	104	social	social	ADJ
spir-13023	17	105	groups	group	NOUN
spir-13023	17	106	.	.	PUNCT
spir-13023	18	1	in	in	ADP
spir-13023	18	2	doing	do	VERB
spir-13023	18	3	so	so	ADV
spir-13023	18	4	,	,	PUNCT
spir-13023	18	5	i	i	PRON
spir-13023	18	6	try	try	VERB
spir-13023	18	7	to	to	PART
spir-13023	18	8	illustrate	illustrate	VERB
spir-13023	18	9	how	how	SCONJ
spir-13023	18	10	digital	digital	ADJ
spir-13023	18	11	platforms	platform	NOUN
spir-13023	18	12	not	not	PART
spir-13023	18	13	just	just	ADV
spir-13023	18	14	profoundly	profoundly	ADV
spir-13023	18	15	intertwine	intertwine	VERB
spir-13023	18	16	with	with	ADP
spir-13023	18	17	existing	exist	VERB
spir-13023	18	18	unequal	unequal	ADJ
spir-13023	18	19	social	social	ADJ
spir-13023	18	20	structures	structure	NOUN
spir-13023	18	21	but	but	CCONJ
spir-13023	18	22	also	also	ADV
spir-13023	18	23	become	become	VERB
spir-13023	18	24	nexus	nexus	NOUN
spir-13023	18	25	to	to	PART
spir-13023	18	26	embody	embody	VERB
spir-13023	18	27	nonelite	nonelite	ADJ
spir-13023	18	28	and	and	CCONJ
spir-13023	18	29	non	non	ADJ
spir-13023	18	30	-	-	ADJ
spir-13023	18	31	middleclass	middleclass	ADJ
spir-13023	18	32	fans	fan	NOUN
spir-13023	18	33	as	as	ADP
spir-13023	18	34	the	the	DET
spir-13023	18	35	“	"	PUNCT
spir-13023	18	36	new	new	ADJ
spir-13023	18	37	poor	poor	ADJ
spir-13023	18	38	”	"	PUNCT
spir-13023	18	39	of	of	ADP
spir-13023	18	40	today	today	NOUN
spir-13023	18	41	’s	’s	PART
spir-13023	18	42	china	china	PROPN
spir-13023	18	43	,	,	PUNCT
spir-13023	18	44	as	as	ADP
spir-13023	18	45	a	a	DET
spir-13023	18	46	transitional	transitional	ADJ
spir-13023	18	47	consumer	consumer	NOUN
spir-13023	18	48	society	society	NOUN
spir-13023	18	49	(	(	PUNCT
spir-13023	18	50	bauman	bauman	NOUN
spir-13023	18	51	,	,	PUNCT
spir-13023	18	52	2005	2005	NUM
spir-13023	18	53	)	)	PUNCT
spir-13023	18	54	.	.	PUNCT
spir-13023	19	1	theoretical	theoretical	ADJ
spir-13023	19	2	framework	framework	NOUN
spir-13023	19	3	this	this	DET
spir-13023	19	4	study	study	NOUN
spir-13023	19	5	locates	locate	VERB
spir-13023	19	6	in	in	ADP
spir-13023	19	7	the	the	DET
spir-13023	19	8	overlapping	overlap	VERB
spir-13023	19	9	areas	area	NOUN
spir-13023	19	10	among	among	ADP
spir-13023	19	11	fandom	fandom	ADJ
spir-13023	19	12	studies	study	NOUN
spir-13023	19	13	,	,	PUNCT
spir-13023	19	14	platform	platform	NOUN
spir-13023	19	15	studies	study	NOUN
spir-13023	19	16	,	,	PUNCT
spir-13023	19	17	and	and	CCONJ
spir-13023	19	18	the	the	DET
spir-13023	19	19	critical	critical	ADJ
spir-13023	19	20	sociology	sociology	NOUN
spir-13023	19	21	of	of	ADP
spir-13023	19	22	inequalities	inequality	NOUN
spir-13023	19	23	in	in	ADP
spir-13023	19	24	a	a	DET
spir-13023	19	25	consumer	consumer	NOUN
spir-13023	19	26	society	society	NOUN
spir-13023	19	27	.	.	PUNCT
spir-13023	20	1	first	first	ADV
spir-13023	20	2	,	,	PUNCT
spir-13023	20	3	contemporary	contemporary	ADJ
spir-13023	20	4	fans	fan	NOUN
spir-13023	20	5	are	be	AUX
spir-13023	20	6	neither	neither	CCONJ
spir-13023	20	7	fully	fully	ADV
spir-13023	20	8	empowered	empower	VERB
spir-13023	20	9	nor	nor	CCONJ
spir-13023	20	10	merely	merely	ADV
spir-13023	20	11	exploited	exploit	VERB
spir-13023	20	12	by	by	ADP
spir-13023	20	13	either	either	CCONJ
spir-13023	20	14	digital	digital	ADJ
spir-13023	20	15	platforms	platform	NOUN
spir-13023	20	16	or	or	CCONJ
spir-13023	20	17	the	the	DET
spir-13023	20	18	so	so	ADV
spir-13023	20	19	-	-	PUNCT
spir-13023	20	20	called	call	VERB
spir-13023	20	21	power	power	NOUN
spir-13023	20	22	of	of	ADP
spir-13023	20	23	consumers	consumer	NOUN
spir-13023	20	24	.	.	PUNCT
spir-13023	21	1	when	when	SCONJ
spir-13023	21	2	they	they	PRON
spir-13023	21	3	share	share	VERB
spir-13023	21	4	thoughts	thought	NOUN
spir-13023	21	5	and	and	CCONJ
spir-13023	21	6	establish	establish	VERB
spir-13023	21	7	connections	connection	NOUN
spir-13023	21	8	with	with	ADP
spir-13023	21	9	each	each	DET
spir-13023	21	10	other	other	ADJ
spir-13023	21	11	,	,	PUNCT
spir-13023	21	12	the	the	DET
spir-13023	21	13	entertainment	entertainment	NOUN
spir-13023	21	14	and	and	CCONJ
spir-13023	21	15	internet	internet	NOUN
spir-13023	21	16	industry	industry	NOUN
spir-13023	21	17	also	also	ADV
spir-13023	21	18	take	take	VERB
spir-13023	21	19	advantage	advantage	NOUN
spir-13023	21	20	of	of	ADP
spir-13023	21	21	them	they	PRON
spir-13023	21	22	and	and	CCONJ
spir-13023	21	23	encourage	encourage	VERB
spir-13023	21	24	them	they	PRON
spir-13023	21	25	to	to	PART
spir-13023	21	26	consume	consume	VERB
spir-13023	21	27	in	in	ADP
spir-13023	21	28	circumscribed	circumscribed	ADJ
spir-13023	21	29	,	,	PUNCT
spir-13023	21	30	industry	industry	NOUN
spir-13023	21	31	-	-	PUNCT
spir-13023	21	32	useful	useful	ADJ
spir-13023	21	33	ways	way	NOUN
spir-13023	21	34	(	(	PUNCT
spir-13023	21	35	stanfill	stanfill	NOUN
spir-13023	21	36	,	,	PUNCT
spir-13023	21	37	2019	2019	NUM
spir-13023	21	38	)	)	PUNCT
spir-13023	21	39	.	.	PUNCT
spir-13023	22	1	second	second	ADJ
spir-13023	22	2	,	,	PUNCT
spir-13023	22	3	despite	despite	SCONJ
spir-13023	22	4	being	be	AUX
spir-13023	22	5	proclaimed	proclaim	VERB
spir-13023	22	6	as	as	ADP
spir-13023	22	7	the	the	DET
spir-13023	22	8	fundamental	fundamental	ADJ
spir-13023	22	9	fuel	fuel	NOUN
spir-13023	22	10	of	of	ADP
spir-13023	22	11	platform	platform	NOUN
spir-13023	22	12	-	-	PUNCT
spir-13023	22	13	based	base	VERB
spir-13023	22	14	economy	economy	NOUN
spir-13023	22	15	like	like	ADP
spir-13023	22	16	oil	oil	NOUN
spir-13023	22	17	for	for	ADP
spir-13023	22	18	an	an	DET
spir-13023	22	19	industrial	industrial	ADJ
spir-13023	22	20	society	society	NOUN
spir-13023	22	21	,	,	PUNCT
spir-13023	22	22	data	datum	NOUN
spir-13023	22	23	never	never	ADV
spir-13023	22	24	exists	exist	VERB
spir-13023	22	25	like	like	ADP
spir-13023	22	26	natural	natural	ADJ
spir-13023	22	27	resources	resource	NOUN
spir-13023	22	28	but	but	CCONJ
spir-13023	22	29	is	be	AUX
spir-13023	22	30	essentially	essentially	ADV
spir-13023	22	31	manufactured	manufacture	VERB
spir-13023	22	32	(	(	PUNCT
spir-13023	22	33	gitelman	gitelman	NOUN
spir-13023	22	34	,	,	PUNCT
spir-13023	22	35	2013	2013	NUM
spir-13023	22	36	)	)	PUNCT
spir-13023	22	37	.	.	PUNCT
spir-13023	23	1	like	like	ADP
spir-13023	23	2	their	their	PRON
spir-13023	23	3	global	global	ADJ
spir-13023	23	4	counterparts	counterpart	NOUN
spir-13023	23	5	,	,	PUNCT
spir-13023	23	6	china	china	PROPN
spir-13023	23	7	-	-	PUNCT
spir-13023	23	8	based	base	VERB
spir-13023	23	9	digital	digital	ADJ
spir-13023	23	10	platforms	platform	NOUN
spir-13023	23	11	also	also	ADV
spir-13023	23	12	rely	rely	VERB
spir-13023	23	13	on	on	ADP
spir-13023	23	14	the	the	DET
spir-13023	23	15	systematic	systematic	ADJ
spir-13023	23	16	collection	collection	NOUN
spir-13023	23	17	,	,	PUNCT
spir-13023	23	18	monetization	monetization	NOUN
spir-13023	23	19	,	,	PUNCT
spir-13023	23	20	and	and	CCONJ
spir-13023	23	21	circulation	circulation	NOUN
spir-13023	23	22	of	of	ADP
spir-13023	23	23	users	user	NOUN
spir-13023	23	24	’	’	PART
spir-13023	23	25	data	datum	NOUN
spir-13023	23	26	as	as	ADP
spir-13023	23	27	a	a	DET
spir-13023	23	28	critical	critical	ADJ
spir-13023	23	29	new	new	ADJ
spir-13023	23	30	resource	resource	NOUN
spir-13023	23	31	to	to	PART
spir-13023	23	32	generate	generate	VERB
spir-13023	23	33	revenues	revenue	NOUN
spir-13023	23	34	(	(	PUNCT
spir-13023	23	35	zuboff	zuboff	NOUN
spir-13023	23	36	,	,	PUNCT
spir-13023	23	37	2019	2019	NUM
spir-13023	23	38	;	;	PUNCT
spir-13023	23	39	couldry	couldry	NOUN
spir-13023	23	40	and	and	CCONJ
spir-13023	23	41	mejias	mejia	NOUN
spir-13023	23	42	,	,	PUNCT
spir-13023	23	43	2019	2019	NUM
spir-13023	23	44	)	)	PUNCT
spir-13023	23	45	.	.	PUNCT
spir-13023	24	1	nonetheless	nonetheless	ADV
spir-13023	24	2	,	,	PUNCT
spir-13023	24	3	it	it	PRON
spir-13023	24	4	will	will	AUX
spir-13023	24	5	be	be	AUX
spir-13023	24	6	oversimplified	oversimplify	VERB
spir-13023	24	7	to	to	PART
spir-13023	24	8	assume	assume	VERB
spir-13023	24	9	fans	fan	NOUN
spir-13023	24	10	as	as	ADP
spir-13023	24	11	the	the	DET
spir-13023	24	12	victims	victim	NOUN
spir-13023	24	13	of	of	ADP
spir-13023	24	14	platform	platform	NOUN
spir-13023	24	15	data	datum	NOUN
spir-13023	24	16	metrics	metric	NOUN
spir-13023	24	17	because	because	SCONJ
spir-13023	24	18	they	they	PRON
spir-13023	24	19	also	also	ADV
spir-13023	24	20	utilize	utilize	VERB
spir-13023	24	21	and	and	CCONJ
spir-13023	24	22	manipulate	manipulate	VERB
spir-13023	24	23	the	the	DET
spir-13023	24	24	system	system	NOUN
spir-13023	24	25	to	to	PART
spir-13023	24	26	achieve	achieve	VERB
spir-13023	24	27	their	their	PRON
spir-13023	24	28	own	own	ADJ
spir-13023	24	29	ends	end	NOUN
spir-13023	24	30	.	.	PUNCT
spir-13023	25	1	to	to	PART
spir-13023	25	2	unpack	unpack	VERB
spir-13023	25	3	the	the	DET
spir-13023	25	4	entangled	entangled	ADJ
spir-13023	25	5	remaking	remaking	NOUN
spir-13023	25	6	of	of	ADP
spir-13023	25	7	chinese	chinese	ADJ
spir-13023	25	8	new	new	ADJ
spir-13023	25	9	poor	poor	ADJ
spir-13023	25	10	through	through	ADP
spir-13023	25	11	data	data	NOUN
spir-13023	25	12	-	-	PUNCT
spir-13023	25	13	drive	drive	NOUN
spir-13023	25	14	fan	fan	NOUN
spir-13023	25	15	culture	culture	NOUN
spir-13023	25	16	,	,	PUNCT
spir-13023	25	17	this	this	DET
spir-13023	25	18	study	study	NOUN
spir-13023	25	19	investigates	investigate	VERB
spir-13023	25	20	how	how	SCONJ
spir-13023	25	21	different	different	ADJ
spir-13023	25	22	actors	actor	NOUN
spir-13023	25	23	manifest	manifest	VERB
spir-13023	25	24	distinguished	distinguished	ADJ
spir-13023	25	25	types	type	NOUN
spir-13023	25	26	of	of	ADP
spir-13023	25	27	agencies	agency	NOUN
spir-13023	25	28	in	in	ADP
spir-13023	25	29	the	the	DET
spir-13023	25	30	process	process	NOUN
spir-13023	25	31	.	.	PUNCT
spir-13023	26	1	rather	rather	ADV
spir-13023	26	2	than	than	SCONJ
spir-13023	26	3	restricted	restrict	VERB
spir-13023	26	4	to	to	ADP
spir-13023	26	5	human	human	ADJ
spir-13023	26	6	being	be	AUX
spir-13023	26	7	’s	’s	PART
spir-13023	26	8	motivations	motivation	NOUN
spir-13023	26	9	and	and	CCONJ
spir-13023	26	10	subjectivities	subjectivity	NOUN
spir-13023	26	11	,	,	PUNCT
spir-13023	26	12	i	i	PRON
spir-13023	26	13	follow	follow	VERB
spir-13023	26	14	latour	latour	PROPN
spir-13023	26	15	’s	’s	PART
spir-13023	26	16	(	(	PUNCT
spir-13023	26	17	2005	2005	NUM
spir-13023	26	18	)	)	PUNCT
spir-13023	26	19	definition	definition	NOUN
spir-13023	26	20	of	of	ADP
spir-13023	26	21	agency	agency	NOUN
spir-13023	26	22	and	and	CCONJ
spir-13023	26	23	concentrate	concentrate	VERB
spir-13023	26	24	on	on	ADP
spir-13023	26	25	the	the	DET
spir-13023	26	26	interactions	interaction	NOUN
spir-13023	26	27	and	and	CCONJ
spir-13023	26	28	traceable	traceable	ADJ
spir-13023	26	29	impacts	impact	NOUN
spir-13023	26	30	of	of	ADP
spir-13023	26	31	both	both	CCONJ
spir-13023	26	32	human	human	ADJ
spir-13023	26	33	and	and	CCONJ
spir-13023	26	34	non	non	ADJ
spir-13023	26	35	-	-	ADJ
spir-13023	26	36	human	human	ADJ
spir-13023	26	37	actors	actor	NOUN
spir-13023	26	38	.	.	PUNCT
spir-13023	27	1	these	these	DET
spir-13023	27	2	actors	actor	NOUN
spir-13023	27	3	include	include	VERB
spir-13023	27	4	:	:	PUNCT
spir-13023	27	5	fans	fan	NOUN
spir-13023	27	6	with	with	ADP
spir-13023	27	7	divergent	divergent	ADJ
spir-13023	27	8	backgrounds	background	NOUN
spir-13023	27	9	,	,	PUNCT
spir-13023	27	10	digital	digital	ADJ
spir-13023	27	11	platforms	platform	NOUN
spir-13023	27	12	and	and	CCONJ
spir-13023	27	13	their	their	PRON
spir-13023	27	14	distinguished	distinguished	ADJ
spir-13023	27	15	data	data	NOUN
spir-13023	27	16	metrics	metric	NOUN
spir-13023	27	17	,	,	PUNCT
spir-13023	27	18	institutions	institution	NOUN
spir-13023	27	19	that	that	PRON
spir-13023	27	20	afford	afford	VERB
spir-13023	27	21	digital	digital	ADJ
spir-13023	27	22	transactions	transaction	NOUN
spir-13023	27	23	,	,	PUNCT
spir-13023	27	24	and	and	CCONJ
spir-13023	27	25	the	the	DET
spir-13023	27	26	government	government	NOUN
spir-13023	27	27	.	.	PUNCT
spir-13023	28	1	method	method	NOUN
spir-13023	28	2	during	during	ADP
spir-13023	28	3	my	my	PRON
spir-13023	28	4	ethnography	ethnography	NOUN
spir-13023	28	5	from	from	ADP
spir-13023	28	6	december	december	PROPN
spir-13023	28	7	2019	2019	NUM
spir-13023	28	8	to	to	PART
spir-13023	28	9	may	may	PROPN
spir-13023	28	10	2021	2021	NUM
spir-13023	28	11	in	in	ADP
spir-13023	28	12	multiple	multiple	ADJ
spir-13023	28	13	online	online	ADJ
spir-13023	28	14	fan	fan	PROPN
spir-13023	28	15	communities	community	NOUN
spir-13023	28	16	of	of	ADP
spir-13023	28	17	different	different	ADJ
spir-13023	28	18	traffic	traffic	NOUN
spir-13023	28	19	celebrities	celebrity	NOUN
spir-13023	28	20	,	,	PUNCT
spir-13023	28	21	i	i	PRON
spir-13023	28	22	collected	collect	VERB
spir-13023	28	23	data	datum	NOUN
spir-13023	28	24	from	from	ADP
spir-13023	28	25	the	the	DET
spir-13023	28	26	following	following	ADJ
spir-13023	28	27	three	three	NUM
spir-13023	28	28	sources	source	NOUN
spir-13023	28	29	.	.	PUNCT
spir-13023	29	1	first	first	ADV
spir-13023	29	2	,	,	PUNCT
spir-13023	29	3	i	i	PRON
spir-13023	29	4	actively	actively	ADV
spir-13023	29	5	participated	participate	VERB
spir-13023	29	6	in	in	ADP
spir-13023	29	7	these	these	DET
spir-13023	29	8	communities	community	NOUN
spir-13023	29	9	and	and	CCONJ
spir-13023	29	10	observed	observe	VERB
spir-13023	29	11	how	how	SCONJ
spir-13023	29	12	fans	fan	NOUN
spir-13023	29	13	(	(	PUNCT
spir-13023	29	14	1	1	X
spir-13023	29	15	)	)	PUNCT
spir-13023	29	16	engaged	engage	VERB
spir-13023	29	17	on	on	ADP
spir-13023	29	18	the	the	DET
spir-13023	29	19	platforms	platform	NOUN
spir-13023	29	20	;	;	PUNCT
spir-13023	29	21	(	(	PUNCT
spir-13023	29	22	2	2	X
spir-13023	29	23	)	)	PUNCT
spir-13023	29	24	interpreted	interpret	VERB
spir-13023	29	25	their	their	PRON
spir-13023	29	26	understandings	understanding	NOUN
spir-13023	29	27	of	of	ADP
spir-13023	29	28	various	various	ADJ
spir-13023	29	29	data	datum	NOUN
spir-13023	29	30	metrics	metric	NOUN
spir-13023	29	31	;	;	PUNCT
spir-13023	29	32	(	(	PUNCT
spir-13023	29	33	3	3	X
spir-13023	29	34	)	)	PUNCT
spir-13023	29	35	intentionally	intentionally	ADV
spir-13023	29	36	gamed	game	VERB
spir-13023	29	37	with	with	ADP
spir-13023	29	38	not	not	PART
spir-13023	29	39	just	just	ADV
spir-13023	29	40	social	social	ADJ
spir-13023	29	41	media	medium	NOUN
spir-13023	29	42	data	datum	NOUN
spir-13023	29	43	metrics	metric	NOUN
spir-13023	29	44	but	but	CCONJ
spir-13023	29	45	also	also	ADV
spir-13023	29	46	quantified	quantify	VERB
spir-13023	29	47	data	datum	NOUN
spir-13023	29	48	in	in	ADP
spir-13023	29	49	broader	broad	ADJ
spir-13023	29	50	context	context	NOUN
spir-13023	29	51	for	for	ADP
spir-13023	29	52	example	example	NOUN
spir-13023	29	53	sales	sale	NOUN
spir-13023	29	54	charts	chart	NOUN
spir-13023	29	55	or	or	CCONJ
spir-13023	29	56	charitable	charitable	ADJ
spir-13023	29	57	charts	chart	NOUN
spir-13023	29	58	in	in	ADP
spir-13023	29	59	commercial	commercial	ADJ
spir-13023	29	60	and	and	CCONJ
spir-13023	29	61	public	public	ADJ
spir-13023	29	62	domains	domain	NOUN
spir-13023	29	63	.	.	PUNCT
spir-13023	30	1	second	second	ADJ
spir-13023	30	2	,	,	PUNCT
spir-13023	30	3	i	i	PRON
spir-13023	30	4	conducted	conduct	VERB
spir-13023	30	5	several	several	ADJ
spir-13023	30	6	rounds	round	NOUN
spir-13023	30	7	of	of	ADP
spir-13023	30	8	interviews	interview	NOUN
spir-13023	30	9	with	with	ADP
spir-13023	30	10	12	12	NUM
spir-13023	30	11	fans	fan	NOUN
spir-13023	30	12	who	who	PRON
spir-13023	30	13	perceived	perceive	VERB
spir-13023	30	14	themselves	themselves	PRON
spir-13023	30	15	as	as	ADP
spir-13023	30	16	insufficient	insufficient	ADJ
spir-13023	30	17	fans	fan	NOUN
spir-13023	30	18	/	/	SYM
spir-13023	30	19	consumers	consumer	NOUN
spir-13023	30	20	.	.	PUNCT
spir-13023	31	1	third	third	ADV
spir-13023	31	2	,	,	PUNCT
spir-13023	31	3	i	i	PRON
spir-13023	31	4	also	also	ADV
spir-13023	31	5	sought	seek	VERB
spir-13023	31	6	information	information	NOUN
spir-13023	31	7	from	from	ADP
spir-13023	31	8	news	news	NOUN
spir-13023	31	9	reports	report	NOUN
spir-13023	31	10	,	,	PUNCT
spir-13023	31	11	blogs	blog	NOUN
spir-13023	31	12	,	,	PUNCT
spir-13023	31	13	commentaries	commentary	NOUN
spir-13023	31	14	,	,	PUNCT
spir-13023	31	15	business	business	NOUN
spir-13023	31	16	reports	report	NOUN
spir-13023	31	17	and	and	CCONJ
spir-13023	31	18	policy	policy	NOUN
spir-13023	31	19	documents	document	NOUN
spir-13023	31	20	.	.	PUNCT
spir-13023	32	1	findings	finding	NOUN
spir-13023	32	2	and	and	CCONJ
spir-13023	32	3	conclusions	conclusion	NOUN
spir-13023	32	4	i	i	PRON
spir-13023	32	5	trace	trace	VERB
spir-13023	32	6	the	the	DET
spir-13023	32	7	three	three	NUM
spir-13023	32	8	identities	identity	NOUN
spir-13023	32	9	from	from	ADP
spir-13023	32	10	these	these	DET
spir-13023	32	11	fans	fan	NOUN
spir-13023	32	12	’	’	PART
spir-13023	32	13	self	self	NOUN
spir-13023	32	14	-	-	PUNCT
spir-13023	32	15	expression	expression	NOUN
spir-13023	32	16	:	:	PUNCT
spir-13023	32	17	(	(	PUNCT
spir-13023	32	18	1	1	X
spir-13023	32	19	)	)	PUNCT
spir-13023	32	20	a	a	DET
spir-13023	32	21	gendered	gendere	VERB
spir-13023	32	22	labor	labor	NOUN
spir-13023	32	23	in	in	ADP
spir-13023	32	24	the	the	DET
spir-13023	32	25	digital	digital	ADJ
spir-13023	32	26	data	data	NOUN
spir-13023	32	27	sweatshop	sweatshop	NOUN
spir-13023	32	28	;	;	PUNCT
spir-13023	32	29	(	(	PUNCT
spir-13023	32	30	2	2	X
spir-13023	32	31	)	)	PUNCT
spir-13023	32	32	a	a	DET
spir-13023	32	33	tactic	tactic	NOUN
spir-13023	32	34	but	but	CCONJ
spir-13023	32	35	flawed	flawed	ADJ
spir-13023	32	36	consumer	consumer	NOUN
spir-13023	32	37	;	;	PUNCT
spir-13023	32	38	and	and	CCONJ
spir-13023	32	39	(	(	PUNCT
spir-13023	32	40	3	3	X
spir-13023	32	41	)	)	PUNCT
spir-13023	32	42	a	a	DET
spir-13023	32	43	warrior	warrior	NOUN
spir-13023	32	44	in	in	ADP
spir-13023	32	45	the	the	DET
spir-13023	32	46	fierce	fierce	ADJ
spir-13023	32	47	data	data	NOUN
spir-13023	32	48	competition	competition	NOUN
spir-13023	32	49	to	to	PART
spir-13023	32	50	understand	understand	VERB
spir-13023	32	51	how	how	SCONJ
spir-13023	32	52	they	they	PRON
spir-13023	32	53	are	be	AUX
spir-13023	32	54	seduced	seduce	VERB
spir-13023	32	55	,	,	PUNCT
spir-13023	32	56	repressed	repress	VERB
spir-13023	32	57	,	,	PUNCT
spir-13023	32	58	to	to	ADP
spir-13023	32	59	some	some	DET
spir-13023	32	60	extent	extent	NOUN
spir-13023	32	61	included	include	VERB
spir-13023	32	62	,	,	PUNCT
spir-13023	32	63	and	and	CCONJ
spir-13023	32	64	then	then	ADV
spir-13023	32	65	depleted	deplete	VERB
spir-13023	32	66	in	in	ADP
spir-13023	32	67	the	the	DET
spir-13023	32	68	traffic	traffic	NOUN
spir-13023	32	69	celebrity	celebrity	NOUN
spir-13023	32	70	’s	’s	PART
spir-13023	32	71	fan	fan	PROPN
spir-13023	32	72	culture	culture	NOUN
spir-13023	32	73	.	.	PUNCT
spir-13023	33	1	i	i	PRON
spir-13023	33	2	argue	argue	VERB
spir-13023	33	3	the	the	DET
spir-13023	33	4	three	three	NUM
spir-13023	33	5	subidentities	subidentitie	NOUN
spir-13023	33	6	together	together	ADV
spir-13023	33	7	embody	embody	VERB
spir-13023	33	8	them	they	PRON
spir-13023	33	9	as	as	ADP
spir-13023	33	10	the	the	DET
spir-13023	33	11	new	new	ADJ
spir-13023	33	12	poor	poor	ADJ
spir-13023	33	13	in	in	ADP
spir-13023	33	14	the	the	DET
spir-13023	33	15	transitional	transitional	ADJ
spir-13023	33	16	chinese	chinese	ADJ
spir-13023	33	17	society	society	NOUN
spir-13023	33	18	.	.	PUNCT
spir-13023	34	1	first	first	ADV
spir-13023	34	2	,	,	PUNCT
spir-13023	34	3	social	social	ADJ
spir-13023	34	4	media	medium	NOUN
spir-13023	34	5	data	datum	NOUN
spir-13023	34	6	metrics	metric	NOUN
spir-13023	34	7	not	not	PART
spir-13023	34	8	just	just	ADV
spir-13023	34	9	directly	directly	ADV
spir-13023	34	10	extract	extract	VERB
spir-13023	34	11	fans	fan	NOUN
spir-13023	34	12	’	’	PART
spir-13023	34	13	labor	labor	NOUN
spir-13023	34	14	value	value	NOUN
spir-13023	34	15	when	when	SCONJ
spir-13023	34	16	they	they	PRON
spir-13023	34	17	manipulate	manipulate	VERB
spir-13023	34	18	data	datum	NOUN
spir-13023	34	19	for	for	ADP
spir-13023	34	20	specific	specific	ADJ
spir-13023	34	21	traffic	traffic	NOUN
spir-13023	34	22	celebrities	celebrity	NOUN
spir-13023	34	23	,	,	PUNCT
spir-13023	34	24	they	they	PRON
spir-13023	34	25	also	also	ADV
spir-13023	34	26	serve	serve	VERB
spir-13023	34	27	as	as	ADP
spir-13023	34	28	a	a	DET
spir-13023	34	29	disciplining	discipline	VERB
spir-13023	34	30	apparatus	apparatus	NOUN
spir-13023	34	31	in	in	ADP
spir-13023	34	32	shaping	shape	VERB
spir-13023	34	33	individual	individual	ADJ
spir-13023	34	34	fans	fan	NOUN
spir-13023	34	35	’	’	PART
spir-13023	34	36	ways	way	NOUN
spir-13023	34	37	of	of	ADP
spir-13023	34	38	engagement	engagement	NOUN
spir-13023	34	39	.	.	PUNCT
spir-13023	35	1	more	more	ADV
spir-13023	35	2	importantly	importantly	ADV
spir-13023	35	3	,	,	PUNCT
spir-13023	35	4	datafication	datafication	NOUN
spir-13023	35	5	of	of	ADP
spir-13023	35	6	social	social	ADJ
spir-13023	35	7	media	medium	NOUN
spir-13023	35	8	platforms	platform	NOUN
spir-13023	35	9	reinforces	reinforce	VERB
spir-13023	35	10	the	the	DET
spir-13023	35	11	power	power	NOUN
spir-13023	35	12	of	of	ADP
spir-13023	35	13	quantification	quantification	NOUN
spir-13023	35	14	in	in	ADP
spir-13023	35	15	reshaping	reshape	VERB
spir-13023	35	16	new	new	ADJ
spir-13023	35	17	poor	poor	ADJ
spir-13023	35	18	fans	fan	NOUN
spir-13023	35	19	’	'	PUNCT
spir-13023	35	20	perception	perception	NOUN
spir-13023	35	21	of	of	ADP
spir-13023	35	22	autonomy	autonomy	NOUN
spir-13023	35	23	and	and	CCONJ
spir-13023	35	24	future	future	NOUN
spir-13023	35	25	.	.	PUNCT
spir-13023	36	1	that	that	PRON
spir-13023	36	2	said	say	VERB
spir-13023	36	3	,	,	PUNCT
spir-13023	36	4	though	though	SCONJ
spir-13023	36	5	they	they	PRON
spir-13023	36	6	clearly	clearly	ADV
spir-13023	36	7	sense	sense	VERB
spir-13023	36	8	the	the	DET
spir-13023	36	9	powerlessness	powerlessness	NOUN
spir-13023	36	10	individually	individually	ADV
spir-13023	36	11	,	,	PUNCT
spir-13023	36	12	by	by	ADP
spir-13023	36	13	intentionally	intentionally	ADV
spir-13023	36	14	turning	turn	VERB
spir-13023	36	15	oneself	oneself	PRON
spir-13023	36	16	into	into	ADP
spir-13023	36	17	data	datum	NOUN
spir-13023	36	18	in	in	ADP
spir-13023	36	19	a	a	DET
spir-13023	36	20	collective	collective	ADJ
spir-13023	36	21	fan	fan	NOUN
spir-13023	36	22	space	space	NOUN
spir-13023	36	23	,	,	PUNCT
spir-13023	36	24	they	they	PRON
spir-13023	36	25	depend	depend	VERB
spir-13023	36	26	these	these	DET
spir-13023	36	27	data	datum	NOUN
spir-13023	36	28	metrics	metric	NOUN
spir-13023	36	29	to	to	PART
spir-13023	36	30	interpret	interpret	VERB
spir-13023	36	31	their	their	PRON
spir-13023	36	32	impacts	impact	NOUN
spir-13023	36	33	and	and	CCONJ
spir-13023	36	34	meanings	meaning	NOUN
spir-13023	36	35	on	on	ADP
spir-13023	36	36	traffic	traffic	NOUN
spir-13023	36	37	celebrities	celebrity	NOUN
spir-13023	36	38	as	as	ADP
spir-13023	36	39	a	a	DET
spir-13023	36	40	media	media	NOUN
spir-13023	36	41	product	product	NOUN
spir-13023	36	42	with	with	ADP
spir-13023	36	43	symbolic	symbolic	ADJ
spir-13023	36	44	meanings	meaning	NOUN
spir-13023	36	45	.	.	PUNCT
spir-13023	37	1	these	these	DET
spir-13023	37	2	impacts	impact	NOUN
spir-13023	37	3	of	of	ADP
spir-13023	37	4	data	datum	NOUN
spir-13023	37	5	metrics	metric	NOUN
spir-13023	37	6	are	be	AUX
spir-13023	37	7	not	not	PART
spir-13023	37	8	restricted	restrict	VERB
spir-13023	37	9	to	to	ADP
spir-13023	37	10	the	the	DET
spir-13023	37	11	virtual	virtual	ADJ
spir-13023	37	12	sphere	sphere	NOUN
spir-13023	37	13	but	but	CCONJ
spir-13023	37	14	significantly	significantly	ADV
spir-13023	37	15	expand	expand	VERB
spir-13023	37	16	to	to	ADP
spir-13023	37	17	commercial	commercial	ADJ
spir-13023	37	18	consumptions	consumption	NOUN
spir-13023	37	19	and	and	CCONJ
spir-13023	37	20	public	public	ADJ
spir-13023	37	21	domain	domain	NOUN
spir-13023	37	22	.	.	PUNCT
spir-13023	38	1	at	at	ADP
spir-13023	38	2	the	the	DET
spir-13023	38	3	same	same	ADJ
spir-13023	38	4	time	time	NOUN
spir-13023	38	5	,	,	PUNCT
spir-13023	38	6	digital	digital	ADJ
spir-13023	38	7	platforms	platform	NOUN
spir-13023	38	8	provide	provide	VERB
spir-13023	38	9	some	some	DET
spir-13023	38	10	temporary	temporary	ADJ
spir-13023	38	11	strategies	strategy	NOUN
spir-13023	38	12	for	for	SCONJ
spir-13023	38	13	the	the	DET
spir-13023	38	14	new	new	ADJ
spir-13023	38	15	poor	poor	ADJ
spir-13023	38	16	fans	fan	NOUN
spir-13023	38	17	to	to	PART
spir-13023	38	18	pretend	pretend	VERB
spir-13023	38	19	to	to	PART
spir-13023	38	20	be	be	AUX
spir-13023	38	21	qualified	qualified	ADJ
spir-13023	38	22	consumers	consumer	NOUN
spir-13023	38	23	and	and	CCONJ
spir-13023	38	24	delay	delay	VERB
spir-13023	38	25	their	their	PRON
spir-13023	38	26	pain	pain	NOUN
spir-13023	38	27	through	through	ADP
spir-13023	38	28	virtual	virtual	ADJ
spir-13023	38	29	credit	credit	NOUN
spir-13023	38	30	cards	card	NOUN
spir-13023	38	31	and	and	CCONJ
spir-13023	38	32	online	online	ADJ
spir-13023	38	33	loans	loan	NOUN
spir-13023	38	34	.	.	PUNCT
spir-13023	39	1	however	however	ADV
spir-13023	39	2	,	,	PUNCT
spir-13023	39	3	the	the	DET
spir-13023	39	4	illusionary	illusionary	ADJ
spir-13023	39	5	inclusion	inclusion	NOUN
spir-13023	39	6	could	could	AUX
spir-13023	39	7	hardly	hardly	ADV
spir-13023	39	8	solve	solve	VERB
spir-13023	39	9	the	the	DET
spir-13023	39	10	problem	problem	NOUN
spir-13023	39	11	but	but	CCONJ
spir-13023	39	12	only	only	ADV
spir-13023	39	13	assists	assist	NOUN
spir-13023	39	14	in	in	ADP
spir-13023	39	15	creating	create	VERB
spir-13023	39	16	a	a	DET
spir-13023	39	17	larger	large	ADJ
spir-13023	39	18	poverty	poverty	NOUN
spir-13023	39	19	trap	trap	NOUN
spir-13023	39	20	where	where	SCONJ
spir-13023	39	21	all	all	DET
spir-13023	39	22	the	the	DET
spir-13023	39	23	social	social	ADJ
spir-13023	39	24	costs	cost	NOUN
spir-13023	39	25	will	will	AUX
spir-13023	39	26	only	only	ADV
spir-13023	39	27	be	be	AUX
spir-13023	39	28	borne	bear	VERB
spir-13023	39	29	by	by	ADP
spir-13023	39	30	individual	individual	ADJ
spir-13023	39	31	fans	fan	NOUN
spir-13023	39	32	.	.	PUNCT
spir-13023	40	1	ironically	ironically	ADV
spir-13023	40	2	,	,	PUNCT
spir-13023	40	3	disadvantaged	disadvantaged	ADJ
spir-13023	40	4	fans	fan	NOUN
spir-13023	40	5	engage	engage	VERB
spir-13023	40	6	in	in	ADP
spir-13023	40	7	the	the	DET
spir-13023	40	8	production	production	NOUN
spir-13023	40	9	of	of	ADP
spir-13023	40	10	traffic	traffic	NOUN
spir-13023	40	11	celebrities	celebrity	NOUN
spir-13023	40	12	in	in	ADP
spir-13023	40	13	pursuit	pursuit	NOUN
spir-13023	40	14	for	for	ADP
spir-13023	40	15	being	be	AUX
spir-13023	40	16	heard	hear	VERB
spir-13023	40	17	,	,	PUNCT
spir-13023	40	18	while	while	SCONJ
spir-13023	40	19	the	the	DET
spir-13023	40	20	pursuit	pursuit	NOUN
spir-13023	40	21	turns	turn	VERB
spir-13023	40	22	out	out	ADP
spir-13023	40	23	to	to	PART
spir-13023	40	24	exploit	exploit	VERB
spir-13023	40	25	and	and	CCONJ
spir-13023	40	26	traps	trap	VERB
spir-13023	40	27	them	they	PRON
spir-13023	40	28	in	in	ADP
spir-13023	40	29	the	the	DET
spir-13023	40	30	end	end	NOUN
spir-13023	40	31	with	with	ADP
spir-13023	40	32	remarkable	remarkable	ADJ
spir-13023	40	33	economic	economic	ADJ
spir-13023	40	34	and	and	CCONJ
spir-13023	40	35	social	social	ADJ
spir-13023	40	36	costs	cost	NOUN
spir-13023	40	37	.	.	PUNCT
spir-13023	41	1	moreover	moreover	ADV
spir-13023	41	2	,	,	PUNCT
spir-13023	41	3	even	even	ADV
spir-13023	41	4	though	though	SCONJ
spir-13023	41	5	digital	digital	ADJ
spir-13023	41	6	platforms	platform	NOUN
spir-13023	41	7	bring	bring	VERB
spir-13023	41	8	hopes	hope	NOUN
spir-13023	41	9	for	for	SCONJ
spir-13023	41	10	them	they	PRON
spir-13023	41	11	to	to	PART
spir-13023	41	12	engage	engage	VERB
spir-13023	41	13	in	in	ADP
spir-13023	41	14	communities	community	NOUN
spir-13023	41	15	and	and	CCONJ
spir-13023	41	16	act	act	VERB
spir-13023	41	17	collectively	collectively	ADV
spir-13023	41	18	,	,	PUNCT
spir-13023	41	19	the	the	DET
spir-13023	41	20	datafication	datafication	NOUN
spir-13023	41	21	mechanisms	mechanism	NOUN
spir-13023	41	22	actually	actually	ADV
spir-13023	41	23	generate	generate	VERB
spir-13023	41	24	endless	endless	ADJ
spir-13023	41	25	competitions	competition	NOUN
spir-13023	41	26	and	and	CCONJ
spir-13023	41	27	enlarges	enlarge	VERB
spir-13023	41	28	conflict	conflict	NOUN
spir-13023	41	29	among	among	ADP
spir-13023	41	30	the	the	DET
spir-13023	41	31	new	new	ADJ
spir-13023	41	32	poor	poor	ADJ
spir-13023	41	33	,	,	PUNCT
spir-13023	41	34	leaving	leave	VERB
spir-13023	41	35	them	they	PRON
spir-13023	41	36	more	more	ADV
spir-13023	41	37	fragmented	fragmented	ADJ
spir-13023	41	38	with	with	ADP
spir-13023	41	39	little	little	ADJ
spir-13023	41	40	possibility	possibility	NOUN
spir-13023	41	41	to	to	PART
spir-13023	41	42	construct	construct	VERB
spir-13023	41	43	solidarity	solidarity	NOUN
spir-13023	41	44	or	or	CCONJ
spir-13023	41	45	collective	collective	ADJ
spir-13023	41	46	consciousness	consciousness	NOUN
spir-13023	41	47	.	.	PUNCT