id	sid	tid	token	lemma	pos
spir-13943	1	1	selected	select	VERB
spir-13943	1	2	papers	paper	NOUN
spir-13943	1	3	of	of	ADP
spir-13943	1	4	#	#	SYM
spir-13943	1	5	aoir2024	aoir2024	PROPN
spir-13943	1	6	:	:	PUNCT
spir-13943	1	7	the	the	DET
spir-13943	1	8	25th	25th	ADJ
spir-13943	1	9	annual	annual	ADJ
spir-13943	1	10	conference	conference	NOUN
spir-13943	1	11	of	of	ADP
spir-13943	1	12	the	the	DET
spir-13943	1	13	association	association	NOUN
spir-13943	1	14	of	of	ADP
spir-13943	1	15	internet	internet	NOUN
spir-13943	1	16	researchers	researcher	NOUN
spir-13943	1	17	sheffield	sheffield	PROPN
spir-13943	1	18	,	,	PUNCT
spir-13943	1	19	uk	uk	PROPN
spir-13943	1	20	/	/	SYM
spir-13943	1	21	30	30	NUM
spir-13943	1	22	october	october	PROPN
spir-13943	1	23	2	2	NUM
spir-13943	1	24	november	november	PROPN
spir-13943	1	25	garvey	garvey	PROPN
spir-13943	1	26	,	,	PUNCT
spir-13943	1	27	k.	k.	PROPN
spir-13943	1	28	&	&	CCONJ
spir-13943	1	29	flonk	flonk	PROPN
spir-13943	1	30	,	,	PUNCT
spir-13943	1	31	d.	d.	PROPN
spir-13943	1	32	(	(	PUNCT
spir-13943	1	33	2024	2024	NUM
spir-13943	1	34	,	,	PUNCT
spir-13943	1	35	october	october	PROPN
spir-13943	1	36	)	)	PUNCT
spir-13943	1	37	.	.	PUNCT
spir-13943	2	1	adaptive	adaptive	ADJ
spir-13943	2	2	governance	governance	NOUN
spir-13943	2	3	by	by	ADP
spir-13943	2	4	digital	digital	ADJ
spir-13943	2	5	platforms	platform	NOUN
spir-13943	2	6	:	:	PUNCT
spir-13943	2	7	how	how	SCONJ
spir-13943	2	8	twitch	twitch	NOUN
spir-13943	2	9	changed	change	VERB
spir-13943	2	10	its	its	PRON
spir-13943	2	11	platform	platform	NOUN
spir-13943	2	12	over	over	ADP
spir-13943	2	13	time	time	NOUN
spir-13943	2	14	.	.	PUNCT
spir-13943	3	1	paper	paper	NOUN
spir-13943	3	2	presented	present	VERB
spir-13943	3	3	at	at	ADP
spir-13943	3	4	aoir2024	aoir2024	PROPN
spir-13943	3	5	:	:	PUNCT
spir-13943	3	6	the	the	DET
spir-13943	3	7	25th	25th	ADJ
spir-13943	3	8	annual	annual	ADJ
spir-13943	3	9	conference	conference	NOUN
spir-13943	3	10	of	of	ADP
spir-13943	3	11	the	the	DET
spir-13943	3	12	association	association	NOUN
spir-13943	3	13	of	of	ADP
spir-13943	3	14	internet	internet	NOUN
spir-13943	3	15	researchers	researcher	NOUN
spir-13943	3	16	.	.	PUNCT
spir-13943	4	1	sheffield	sheffield	PROPN
spir-13943	4	2	,	,	PUNCT
spir-13943	4	3	uk	uk	PROPN
spir-13943	4	4	:	:	PUNCT
spir-13943	4	5	aoir	aoir	NOUN
spir-13943	4	6	.	.	PUNCT
spir-13943	4	7	retrieved	retrieve	VERB
spir-13943	4	8	from	from	ADP
spir-13943	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13943	4	10	.	.	PUNCT
spir-13943	5	1	adaptive	adaptive	ADJ
spir-13943	5	2	governance	governance	NOUN
spir-13943	5	3	by	by	ADP
spir-13943	5	4	digital	digital	ADJ
spir-13943	5	5	platforms	platform	NOUN
spir-13943	5	6	:	:	PUNCT
spir-13943	5	7	how	how	SCONJ
spir-13943	5	8	twitch	twitch	NOUN
spir-13943	5	9	changed	change	VERB
spir-13943	5	10	its	its	PRON
spir-13943	5	11	platform	platform	NOUN
spir-13943	5	12	over	over	ADP
spir-13943	5	13	time	time	NOUN
spir-13943	5	14	kevin	kevin	PROPN
spir-13943	5	15	garvey	garvey	PROPN
spir-13943	5	16	rikkyo	rikkyo	PROPN
spir-13943	5	17	university	university	PROPN
spir-13943	5	18	daniëlle	daniëlle	PROPN
spir-13943	5	19	flonk	flonk	PROPN
spir-13943	5	20	hitotsubashi	hitotsubashi	PROPN
spir-13943	5	21	university	university	PROPN
spir-13943	5	22	introduction	introduction	NOUN
spir-13943	5	23	since	since	SCONJ
spir-13943	5	24	its	its	PRON
spir-13943	5	25	launch	launch	NOUN
spir-13943	5	26	in	in	ADP
spir-13943	5	27	2011	2011	NUM
spir-13943	5	28	,	,	PUNCT
spir-13943	5	29	the	the	DET
spir-13943	5	30	live	live	ADJ
spir-13943	5	31	streaming	streaming	NOUN
spir-13943	5	32	platform	platform	NOUN
spir-13943	5	33	twitch	twitch	NOUN
spir-13943	5	34	has	have	AUX
spir-13943	5	35	continually	continually	ADV
spir-13943	5	36	expanded	expand	VERB
spir-13943	5	37	its	its	PRON
spir-13943	5	38	mechanisms	mechanism	NOUN
spir-13943	5	39	for	for	ADP
spir-13943	5	40	monetizing	monetizing	NOUN
spir-13943	5	41	interactions	interaction	NOUN
spir-13943	5	42	between	between	ADP
spir-13943	5	43	content	content	NOUN
spir-13943	5	44	creators	creator	NOUN
spir-13943	5	45	and	and	CCONJ
spir-13943	5	46	their	their	PRON
spir-13943	5	47	viewers	viewer	NOUN
spir-13943	5	48	.	.	PUNCT
spir-13943	6	1	while	while	SCONJ
spir-13943	6	2	numerous	numerous	ADJ
spir-13943	6	3	studies	study	NOUN
spir-13943	6	4	document	document	VERB
spir-13943	6	5	the	the	DET
spir-13943	6	6	motivation	motivation	NOUN
spir-13943	6	7	of	of	ADP
spir-13943	6	8	viewers	viewer	NOUN
spir-13943	6	9	(	(	PUNCT
spir-13943	6	10	sjöblom	sjöblom	PROPN
spir-13943	6	11	,	,	PUNCT
spir-13943	6	12	et	et	NOUN
spir-13943	6	13	.	.	PUNCT
spir-13943	7	1	al	al	PROPN
spir-13943	7	2	.	.	PROPN
spir-13943	7	3	2017	2017	NUM
spir-13943	7	4	;	;	PUNCT
spir-13943	7	5	wulf	wulf	PROPN
spir-13943	7	6	,	,	PUNCT
spir-13943	7	7	et	et	PROPN
spir-13943	7	8	.	.	PUNCT
spir-13943	8	1	al	al	PROPN
spir-13943	8	2	.	.	PROPN
spir-13943	8	3	2020	2020	NUM
spir-13943	8	4	)	)	PUNCT
spir-13943	8	5	,	,	PUNCT
spir-13943	8	6	experiences	experience	NOUN
spir-13943	8	7	of	of	ADP
spir-13943	8	8	live	live	ADJ
spir-13943	8	9	streamers	streamer	NOUN
spir-13943	8	10	(	(	PUNCT
spir-13943	8	11	taylor	taylor	PROPN
spir-13943	8	12	,	,	PUNCT
spir-13943	8	13	2018	2018	NUM
spir-13943	8	14	;	;	PUNCT
spir-13943	8	15	sjöblom	sjöblom	NUM
spir-13943	8	16	,	,	PUNCT
spir-13943	8	17	et	et	NOUN
spir-13943	8	18	.	.	PUNCT
spir-13943	9	1	al	al	PROPN
spir-13943	9	2	.	.	PROPN
spir-13943	9	3	,	,	PUNCT
spir-13943	9	4	2019	2019	NUM
spir-13943	9	5	;	;	PUNCT
spir-13943	9	6	woodcock	woodcock	NOUN
spir-13943	9	7	&	&	CCONJ
spir-13943	9	8	johnson	johnson	PROPN
spir-13943	9	9	,	,	PUNCT
spir-13943	9	10	2019	2019	NUM
spir-13943	9	11	)	)	PUNCT
spir-13943	9	12	,	,	PUNCT
spir-13943	9	13	and	and	CCONJ
spir-13943	9	14	platform	platform	NOUN
spir-13943	9	15	policy	policy	NOUN
spir-13943	9	16	(	(	PUNCT
spir-13943	9	17	partin	partin	PROPN
spir-13943	9	18	,	,	PUNCT
spir-13943	9	19	2020	2020	NUM
spir-13943	9	20	;	;	PUNCT
spir-13943	9	21	poell	poell	NOUN
spir-13943	9	22	,	,	PUNCT
spir-13943	9	23	et	et	NOUN
spir-13943	9	24	.	.	PUNCT
spir-13943	10	1	al	al	PROPN
spir-13943	10	2	.	.	PROPN
spir-13943	10	3	,	,	PUNCT
spir-13943	10	4	2022	2022	NUM
spir-13943	10	5	)	)	PUNCT
spir-13943	10	6	,	,	PUNCT
spir-13943	10	7	an	an	DET
spir-13943	10	8	explanatory	explanatory	ADJ
spir-13943	10	9	framework	framework	NOUN
spir-13943	10	10	and	and	CCONJ
spir-13943	10	11	a	a	DET
spir-13943	10	12	clear	clear	ADJ
spir-13943	10	13	timeline	timeline	NOUN
spir-13943	10	14	of	of	ADP
spir-13943	10	15	functional	functional	ADJ
spir-13943	10	16	changes	change	NOUN
spir-13943	10	17	on	on	ADP
spir-13943	10	18	twitch	twitch	NOUN
spir-13943	10	19	is	be	AUX
spir-13943	10	20	still	still	ADV
spir-13943	10	21	missing	miss	VERB
spir-13943	10	22	.	.	PUNCT
spir-13943	11	1	tracking	track	VERB
spir-13943	11	2	twitch	twitch	ADJ
spir-13943	11	3	changes	change	NOUN
spir-13943	11	4	can	can	AUX
spir-13943	11	5	shed	shed	VERB
spir-13943	11	6	light	light	NOUN
spir-13943	11	7	on	on	ADP
spir-13943	11	8	what	what	PRON
spir-13943	11	9	motivates	motivate	VERB
spir-13943	11	10	them	they	PRON
spir-13943	11	11	,	,	PUNCT
spir-13943	11	12	and	and	CCONJ
spir-13943	11	13	what	what	PRON
spir-13943	11	14	is	be	AUX
spir-13943	11	15	likely	likely	ADJ
spir-13943	11	16	to	to	PART
spir-13943	11	17	influence	influence	VERB
spir-13943	11	18	the	the	DET
spir-13943	11	19	platform	platform	NOUN
spir-13943	11	20	going	go	VERB
spir-13943	11	21	forward	forward	ADV
spir-13943	11	22	.	.	PUNCT
spir-13943	12	1	the	the	DET
spir-13943	12	2	literature	literature	NOUN
spir-13943	12	3	on	on	ADP
spir-13943	12	4	twitch	twitch	ADJ
spir-13943	12	5	platform	platform	NOUN
spir-13943	12	6	policy	policy	NOUN
spir-13943	12	7	focuses	focus	VERB
spir-13943	12	8	mainly	mainly	ADV
spir-13943	12	9	on	on	ADP
spir-13943	12	10	how	how	SCONJ
spir-13943	12	11	the	the	DET
spir-13943	12	12	platform	platform	NOUN
spir-13943	12	13	mimics	mimic	VERB
spir-13943	12	14	features	feature	NOUN
spir-13943	12	15	that	that	PRON
spir-13943	12	16	were	be	AUX
spir-13943	12	17	first	first	ADV
spir-13943	12	18	introduced	introduce	VERB
spir-13943	12	19	by	by	ADP
spir-13943	12	20	users	user	NOUN
spir-13943	12	21	,	,	PUNCT
spir-13943	12	22	a	a	DET
spir-13943	12	23	process	process	NOUN
spir-13943	12	24	partin	partin	X
spir-13943	12	25	(	(	PUNCT
spir-13943	12	26	2020	2020	NUM
spir-13943	12	27	)	)	PUNCT
spir-13943	12	28	called	call	VERB
spir-13943	12	29	“	"	PUNCT
spir-13943	12	30	envelopment	envelopment	NOUN
spir-13943	12	31	”	"	PUNCT
spir-13943	12	32	.	.	PUNCT
spir-13943	13	1	however	however	ADV
spir-13943	13	2	,	,	PUNCT
spir-13943	13	3	we	we	PRON
spir-13943	13	4	argue	argue	VERB
spir-13943	13	5	that	that	SCONJ
spir-13943	13	6	there	there	PRON
spir-13943	13	7	are	be	VERB
spir-13943	13	8	two	two	NUM
spir-13943	13	9	important	important	ADJ
spir-13943	13	10	parallel	parallel	ADJ
spir-13943	13	11	mechanisms	mechanism	NOUN
spir-13943	13	12	that	that	PRON
spir-13943	13	13	motivate	motivate	VERB
spir-13943	13	14	change	change	NOUN
spir-13943	13	15	.	.	PUNCT
spir-13943	14	1	first	first	ADV
spir-13943	14	2	,	,	PUNCT
spir-13943	14	3	via	via	ADP
spir-13943	14	4	competition	competition	NOUN
spir-13943	14	5	,	,	PUNCT
spir-13943	14	6	twitch	twitch	VERB
spir-13943	14	7	copies	copy	NOUN
spir-13943	14	8	features	feature	NOUN
spir-13943	14	9	from	from	ADP
spir-13943	14	10	other	other	ADJ
spir-13943	14	11	platforms	platform	NOUN
spir-13943	14	12	.	.	PUNCT
spir-13943	15	1	second	second	ADJ
spir-13943	15	2	,	,	PUNCT
spir-13943	15	3	via	via	ADP
spir-13943	15	4	realignment	realignment	NOUN
spir-13943	15	5	,	,	PUNCT
spir-13943	15	6	twitch	twitch	VERB
spir-13943	15	7	meets	meet	VERB
spir-13943	15	8	user	user	NOUN
spir-13943	15	9	demands	demand	NOUN
spir-13943	15	10	for	for	ADP
spir-13943	15	11	changes	change	NOUN
spir-13943	15	12	on	on	ADP
spir-13943	15	13	the	the	DET
spir-13943	15	14	platform	platform	NOUN
spir-13943	15	15	.	.	PUNCT
spir-13943	16	1	this	this	DET
spir-13943	16	2	process	process	NOUN
spir-13943	16	3	of	of	ADP
spir-13943	16	4	strategic	strategic	ADJ
spir-13943	16	5	cooptation	cooptation	NOUN
spir-13943	16	6	of	of	ADP
spir-13943	16	7	features	feature	NOUN
spir-13943	16	8	via	via	ADP
spir-13943	16	9	envelopment	envelopment	NOUN
spir-13943	16	10	,	,	PUNCT
spir-13943	16	11	competition	competition	NOUN
spir-13943	16	12	,	,	PUNCT
spir-13943	16	13	and	and	CCONJ
spir-13943	16	14	realignment	realignment	NOUN
spir-13943	16	15	,	,	PUNCT
spir-13943	16	16	is	be	AUX
spir-13943	16	17	what	what	PRON
spir-13943	16	18	we	we	PRON
spir-13943	16	19	call	call	VERB
spir-13943	16	20	adaptive	adaptive	ADJ
spir-13943	16	21	governance	governance	NOUN
spir-13943	16	22	.	.	PUNCT
spir-13943	17	1	it	it	PRON
spir-13943	17	2	is	be	AUX
spir-13943	17	3	this	this	DET
spir-13943	17	4	holistic	holistic	ADJ
spir-13943	17	5	approach	approach	NOUN
spir-13943	17	6	of	of	ADP
spir-13943	17	7	adaptive	adaptive	ADJ
spir-13943	17	8	governance	governance	NOUN
spir-13943	17	9	that	that	PRON
spir-13943	17	10	remains	remain	VERB
spir-13943	17	11	a	a	DET
spir-13943	17	12	blind	blind	ADJ
spir-13943	17	13	spot	spot	NOUN
spir-13943	17	14	in	in	ADP
spir-13943	17	15	the	the	DET
spir-13943	17	16	literature	literature	NOUN
spir-13943	17	17	and	and	CCONJ
spir-13943	17	18	which	which	PRON
spir-13943	17	19	this	this	DET
spir-13943	17	20	article	article	NOUN
spir-13943	17	21	aims	aim	VERB
spir-13943	17	22	to	to	PART
spir-13943	17	23	give	give	VERB
spir-13943	17	24	a	a	DET
spir-13943	17	25	first	first	ADJ
spir-13943	17	26	description	description	NOUN
spir-13943	17	27	of	of	ADP
spir-13943	17	28	.	.	PUNCT
spir-13943	18	1	hence	hence	ADV
spir-13943	18	2	,	,	PUNCT
spir-13943	18	3	our	our	PRON
spir-13943	18	4	contribution	contribution	NOUN
spir-13943	18	5	is	be	AUX
spir-13943	18	6	not	not	PART
spir-13943	18	7	only	only	ADV
spir-13943	18	8	theoretical	theoretical	ADJ
spir-13943	18	9	,	,	PUNCT
spir-13943	18	10	but	but	CCONJ
spir-13943	18	11	also	also	ADV
spir-13943	18	12	empirical	empirical	ADJ
spir-13943	18	13	.	.	PUNCT
spir-13943	19	1	histories	history	NOUN
spir-13943	19	2	of	of	ADP
spir-13943	19	3	twitch	twitch	NOUN
spir-13943	19	4	tend	tend	VERB
spir-13943	19	5	to	to	PART
spir-13943	19	6	focus	focus	VERB
spir-13943	19	7	on	on	ADP
spir-13943	19	8	its	its	PRON
spir-13943	19	9	origins	origin	NOUN
spir-13943	19	10	(	(	PUNCT
spir-13943	19	11	taylor	taylor	PROPN
spir-13943	19	12	,	,	PUNCT
spir-13943	19	13	2018	2018	NUM
spir-13943	19	14	;	;	PUNCT
spir-13943	19	15	johnson	johnson	PROPN
spir-13943	19	16	,	,	PUNCT
spir-13943	19	17	2021	2021	NUM
spir-13943	19	18	)	)	PUNCT
spir-13943	19	19	or	or	CCONJ
spir-13943	19	20	case	case	NOUN
spir-13943	19	21	studies	study	NOUN
spir-13943	19	22	of	of	ADP
spir-13943	19	23	policy	policy	NOUN
spir-13943	19	24	(	(	PUNCT
spir-13943	19	25	ruberg	ruberg	PROPN
spir-13943	19	26	,	,	PUNCT
spir-13943	19	27	et	et	NOUN
spir-13943	19	28	.	.	PUNCT
spir-13943	20	1	al	al	PROPN
spir-13943	20	2	.	.	PROPN
spir-13943	20	3	2019	2019	NUM
spir-13943	20	4	)	)	PUNCT
spir-13943	20	5	.	.	PUNCT
spir-13943	21	1	we	we	PRON
spir-13943	21	2	present	present	VERB
spir-13943	21	3	the	the	DET
spir-13943	21	4	first	first	ADJ
spir-13943	21	5	historical	historical	ADJ
spir-13943	21	6	overview	overview	NOUN
spir-13943	21	7	of	of	ADP
spir-13943	21	8	changes	change	NOUN
spir-13943	21	9	that	that	PRON
spir-13943	21	10	twitch	twitch	AUX
spir-13943	21	11	made	make	VERB
spir-13943	21	12	to	to	ADP
spir-13943	21	13	its	its	PRON
spir-13943	21	14	platform	platform	NOUN
spir-13943	21	15	.	.	PUNCT
spir-13943	22	1	we	we	PRON
spir-13943	22	2	adopt	adopt	VERB
spir-13943	22	3	the	the	DET
spir-13943	22	4	empirical	empirical	ADJ
spir-13943	22	5	approach	approach	NOUN
spir-13943	22	6	of	of	ADP
spir-13943	22	7	netnography	netnography	NOUN
spir-13943	22	8	(	(	PUNCT
spir-13943	22	9	kozinets	kozinet	NOUN
spir-13943	22	10	,	,	PUNCT
spir-13943	22	11	2020	2020	NUM
spir-13943	22	12	)	)	PUNCT
spir-13943	22	13	that	that	PRON
spir-13943	22	14	collects	collect	VERB
spir-13943	22	15	and	and	CCONJ
spir-13943	22	16	triangulates	triangulate	VERB
spir-13943	22	17	a	a	DET
spir-13943	22	18	variety	variety	NOUN
spir-13943	22	19	of	of	ADP
spir-13943	22	20	data	datum	NOUN
spir-13943	22	21	,	,	PUNCT
spir-13943	22	22	namely	namely	ADV
spir-13943	22	23	interviews	interview	NOUN
spir-13943	22	24	with	with	ADP
spir-13943	22	25	streamers	streamer	NOUN
spir-13943	22	26	,	,	PUNCT
spir-13943	22	27	twitch	twitch	VERB
spir-13943	22	28	’s	’s	PART
spir-13943	22	29	official	official	ADJ
spir-13943	22	30	blog	blog	NOUN
spir-13943	22	31	,	,	PUNCT
spir-13943	22	32	journalistic	journalistic	ADJ
spir-13943	22	33	reports	report	NOUN
spir-13943	22	34	of	of	ADP
spir-13943	22	35	major	major	ADJ
spir-13943	22	36	changes	change	NOUN
spir-13943	22	37	,	,	PUNCT
spir-13943	22	38	twitchcon	twitchcon	NOUN
spir-13943	22	39	announcements	announcement	NOUN
spir-13943	22	40	,	,	PUNCT
spir-13943	22	41	a	a	DET
spir-13943	22	42	“	"	PUNCT
spir-13943	22	43	digital	digital	ADJ
spir-13943	22	44	oral	oral	ADJ
spir-13943	22	45	history	history	NOUN
spir-13943	22	46	”	"	PUNCT
spir-13943	22	47	of	of	ADP
spir-13943	22	48	youtube	youtube	NOUN
spir-13943	22	49	videos	video	NOUN
spir-13943	22	50	,	,	PUNCT
spir-13943	22	51	and	and	CCONJ
spir-13943	22	52	finally	finally	ADV
spir-13943	22	53	digital	digital	ADJ
spir-13943	22	54	autoethnography	autoethnography	NOUN
spir-13943	22	55	.	.	PUNCT
spir-13943	23	1	the	the	DET
spir-13943	23	2	variety	variety	NOUN
spir-13943	23	3	of	of	ADP
spir-13943	23	4	data	datum	NOUN
spir-13943	23	5	helps	help	VERB
spir-13943	23	6	us	we	PRON
spir-13943	23	7	see	see	VERB
spir-13943	23	8	the	the	DET
spir-13943	23	9	full	full	ADJ
spir-13943	23	10	context	context	NOUN
spir-13943	23	11	of	of	ADP
spir-13943	23	12	platform	platform	NOUN
spir-13943	23	13	change	change	NOUN
spir-13943	23	14	:	:	PUNCT
spir-13943	23	15	when	when	SCONJ
spir-13943	23	16	and	and	CCONJ
spir-13943	23	17	where	where	SCONJ
spir-13943	23	18	twitch	twitch	NOUN
spir-13943	23	19	implemented	implement	VERB
spir-13943	23	20	key	key	ADJ
spir-13943	23	21	function	function	NOUN
spir-13943	23	22	changes	change	NOUN
spir-13943	23	23	,	,	PUNCT
spir-13943	23	24	and	and	CCONJ
spir-13943	23	25	the	the	DET
spir-13943	23	26	language	language	NOUN
spir-13943	23	27	it	it	PRON
spir-13943	23	28	uses	use	VERB
spir-13943	23	29	to	to	PART
spir-13943	23	30	promote	promote	VERB
spir-13943	23	31	them	they	PRON
spir-13943	23	32	.	.	PUNCT
spir-13943	24	1	we	we	PRON
spir-13943	24	2	define	define	VERB
spir-13943	24	3	key	key	ADJ
spir-13943	24	4	function	function	NOUN
spir-13943	24	5	changes	change	NOUN
spir-13943	24	6	as	as	ADP
spir-13943	24	7	critical	critical	ADJ
spir-13943	24	8	junctures	juncture	NOUN
spir-13943	24	9	,	,	PUNCT
spir-13943	24	10	which	which	PRON
spir-13943	24	11	are	be	AUX
spir-13943	24	12	“	"	PUNCT
spir-13943	24	13	events	event	NOUN
spir-13943	24	14	and	and	CCONJ
spir-13943	24	15	developments	development	NOUN
spir-13943	24	16	in	in	ADP
spir-13943	24	17	the	the	DET
spir-13943	24	18	distant	distant	ADJ
spir-13943	24	19	past	past	NOUN
spir-13943	24	20	,	,	PUNCT
spir-13943	24	21	generally	generally	ADV
spir-13943	24	22	concentrated	concentrate	VERB
spir-13943	24	23	in	in	ADP
spir-13943	24	24	a	a	DET
spir-13943	24	25	relatively	relatively	ADV
spir-13943	24	26	short	short	ADJ
spir-13943	24	27	period	period	NOUN
spir-13943	24	28	,	,	PUNCT
spir-13943	24	29	that	that	PRON
spir-13943	24	30	have	have	VERB
spir-13943	24	31	a	a	DET
spir-13943	24	32	crucial	crucial	ADJ
spir-13943	24	33	impact	impact	NOUN
spir-13943	24	34	on	on	ADP
spir-13943	24	35	outcomes	outcome	NOUN
spir-13943	24	36	later	later	ADV
spir-13943	24	37	in	in	ADP
spir-13943	24	38	time	time	NOUN
spir-13943	24	39	.	.	PUNCT
spir-13943	24	40	”	"	PUNCT
spir-13943	25	1	(	(	PUNCT
spir-13943	25	2	capoccia	capoccia	PROPN
spir-13943	25	3	,	,	PUNCT
spir-13943	25	4	2016	2016	NUM
spir-13943	25	5	,	,	PUNCT
spir-13943	25	6	p.	p.	NOUN
spir-13943	25	7	89	89	NUM
spir-13943	25	8	)	)	PUNCT
spir-13943	25	9	during	during	ADP
spir-13943	25	10	these	these	DET
spir-13943	25	11	critical	critical	ADJ
spir-13943	25	12	junctures	juncture	NOUN
spir-13943	25	13	,	,	PUNCT
spir-13943	25	14	more	more	ADV
spir-13943	25	15	dramatic	dramatic	ADJ
spir-13943	25	16	change	change	NOUN
spir-13943	25	17	is	be	AUX
spir-13943	25	18	possible	possible	ADJ
spir-13943	25	19	(	(	PUNCT
spir-13943	25	20	capoccia	capoccia	PROPN
spir-13943	25	21	&	&	CCONJ
spir-13943	25	22	kelemen	keleman	NOUN
spir-13943	25	23	,	,	PUNCT
spir-13943	25	24	2007	2007	NUM
spir-13943	25	25	)	)	PUNCT
spir-13943	25	26	.	.	PUNCT
spir-13943	26	1	in	in	ADP
spir-13943	26	2	short	short	ADJ
spir-13943	26	3	,	,	PUNCT
spir-13943	26	4	our	our	PRON
spir-13943	26	5	project	project	NOUN
spir-13943	26	6	has	have	VERB
spir-13943	26	7	two	two	NUM
spir-13943	26	8	goals	goal	NOUN
spir-13943	26	9	:	:	PUNCT
spir-13943	26	10	(	(	PUNCT
spir-13943	26	11	1	1	X
spir-13943	26	12	)	)	PUNCT
spir-13943	26	13	to	to	PART
spir-13943	26	14	reconstruct	reconstruct	VERB
spir-13943	26	15	a	a	DET
spir-13943	26	16	timeline	timeline	NOUN
spir-13943	26	17	of	of	ADP
spir-13943	26	18	official	official	ADJ
spir-13943	26	19	changes	change	NOUN
spir-13943	26	20	made	make	VERB
spir-13943	26	21	by	by	ADP
spir-13943	26	22	twitch	twitch	NOUN
spir-13943	26	23	to	to	ADP
spir-13943	26	24	its	its	PRON
spir-13943	26	25	platform	platform	NOUN
spir-13943	26	26	,	,	PUNCT
spir-13943	26	27	and	and	CCONJ
spir-13943	26	28	(	(	PUNCT
spir-13943	26	29	2	2	X
spir-13943	26	30	)	)	PUNCT
spir-13943	26	31	to	to	PART
spir-13943	26	32	categorize	categorize	VERB
spir-13943	26	33	these	these	DET
spir-13943	26	34	changes	change	NOUN
spir-13943	26	35	by	by	ADP
spir-13943	26	36	the	the	DET
spir-13943	26	37	source	source	NOUN
spir-13943	26	38	of	of	ADP
spir-13943	26	39	their	their	PRON
spir-13943	26	40	motivation	motivation	NOUN
spir-13943	26	41	,	,	PUNCT
spir-13943	26	42	either	either	CCONJ
spir-13943	26	43	(	(	PUNCT
spir-13943	26	44	a	a	X
spir-13943	26	45	)	)	PUNCT
spir-13943	26	46	enveloping	envelop	VERB
spir-13943	26	47	user	user	NOUN
spir-13943	26	48	practice	practice	NOUN
spir-13943	26	49	,	,	PUNCT
spir-13943	26	50	(	(	PUNCT
spir-13943	26	51	b	b	X
spir-13943	26	52	)	)	PUNCT
spir-13943	26	53	competing	compete	VERB
spir-13943	26	54	with	with	ADP
spir-13943	26	55	other	other	ADJ
spir-13943	26	56	platforms	platform	NOUN
spir-13943	26	57	,	,	PUNCT
spir-13943	26	58	or	or	CCONJ
spir-13943	26	59	(	(	PUNCT
spir-13943	26	60	c	c	X
spir-13943	26	61	)	)	PUNCT
spir-13943	26	62	realigning	realign	VERB
spir-13943	26	63	to	to	PART
spir-13943	26	64	respond	respond	VERB
spir-13943	26	65	to	to	ADP
spir-13943	26	66	user	user	NOUN
spir-13943	26	67	demand	demand	NOUN
spir-13943	26	68	.	.	PUNCT
spir-13943	27	1	project	project	NOUN
spir-13943	27	2	and	and	CCONJ
spir-13943	27	3	findings	finding	NOUN
spir-13943	27	4	we	we	PRON
spir-13943	27	5	argue	argue	VERB
spir-13943	27	6	that	that	SCONJ
spir-13943	27	7	twitch	twitch	NOUN
spir-13943	27	8	applies	apply	VERB
spir-13943	27	9	a	a	DET
spir-13943	27	10	strategy	strategy	NOUN
spir-13943	27	11	of	of	ADP
spir-13943	27	12	adaptive	adaptive	ADJ
spir-13943	27	13	governance	governance	NOUN
spir-13943	27	14	:	:	PUNCT
spir-13943	27	15	the	the	DET
spir-13943	27	16	strategic	strategic	ADJ
spir-13943	27	17	cooptation	cooptation	NOUN
spir-13943	27	18	of	of	ADP
spir-13943	27	19	features	feature	NOUN
spir-13943	27	20	developed	develop	VERB
spir-13943	27	21	outside	outside	ADP
spir-13943	27	22	of	of	ADP
spir-13943	27	23	the	the	DET
spir-13943	27	24	platform	platform	NOUN
spir-13943	27	25	,	,	PUNCT
spir-13943	27	26	originating	originate	VERB
spir-13943	27	27	from	from	ADP
spir-13943	27	28	users	user	NOUN
spir-13943	27	29	(	(	PUNCT
spir-13943	27	30	enveloping	envelop	VERB
spir-13943	27	31	)	)	PUNCT
spir-13943	27	32	,	,	PUNCT
spir-13943	27	33	from	from	ADP
spir-13943	27	34	other	other	ADJ
spir-13943	27	35	platforms	platform	NOUN
spir-13943	27	36	(	(	PUNCT
spir-13943	27	37	competing	compete	VERB
spir-13943	27	38	)	)	PUNCT
spir-13943	27	39	,	,	PUNCT
spir-13943	27	40	or	or	CCONJ
spir-13943	27	41	based	base	VERB
spir-13943	27	42	on	on	ADP
spir-13943	27	43	popular	popular	ADJ
spir-13943	27	44	demand	demand	NOUN
spir-13943	27	45	(	(	PUNCT
spir-13943	27	46	realigning	realigning	NOUN
spir-13943	27	47	)	)	PUNCT
spir-13943	27	48	.	.	PUNCT
spir-13943	28	1	for	for	ADP
spir-13943	28	2	an	an	DET
spir-13943	28	3	overview	overview	NOUN
spir-13943	28	4	of	of	ADP
spir-13943	28	5	critical	critical	ADJ
spir-13943	28	6	junctures	juncture	NOUN
spir-13943	28	7	along	along	ADP
spir-13943	28	8	these	these	DET
spir-13943	28	9	dimensions	dimension	NOUN
spir-13943	28	10	,	,	PUNCT
spir-13943	28	11	see	see	VERB
spir-13943	28	12	table	table	NOUN
spir-13943	28	13	1	1	NUM
spir-13943	28	14	-	-	SYM
spir-13943	28	15	3	3	NUM
spir-13943	28	16	.	.	X
spir-13943	28	17	enveloping	envelop	VERB
spir-13943	28	18	user	user	NOUN
spir-13943	28	19	practice	practice	NOUN
spir-13943	28	20	refers	refer	VERB
spir-13943	28	21	to	to	PART
spir-13943	28	22	twitch	twitch	VERB
spir-13943	28	23	’s	’s	PART
spir-13943	28	24	practice	practice	NOUN
spir-13943	28	25	of	of	ADP
spir-13943	28	26	introducing	introduce	VERB
spir-13943	28	27	features	feature	NOUN
spir-13943	28	28	that	that	PRON
spir-13943	28	29	imitate	imitate	VERB
spir-13943	28	30	functions	function	NOUN
spir-13943	28	31	produced	produce	VERB
spir-13943	28	32	by	by	ADP
spir-13943	28	33	others	other	NOUN
spir-13943	28	34	.	.	PUNCT
spir-13943	29	1	by	by	ADP
spir-13943	29	2	monitoring	monitor	VERB
spir-13943	29	3	their	their	PRON
spir-13943	29	4	user	user	NOUN
spir-13943	29	5	base	base	NOUN
spir-13943	29	6	and	and	CCONJ
spir-13943	29	7	third	third	ADJ
spir-13943	29	8	party	party	NOUN
spir-13943	29	9	applications	application	NOUN
spir-13943	29	10	,	,	PUNCT
spir-13943	29	11	twitch	twitch	VERB
spir-13943	29	12	gains	gain	NOUN
spir-13943	29	13	knowledge	knowledge	NOUN
spir-13943	29	14	about	about	ADP
spir-13943	29	15	which	which	DET
spir-13943	29	16	products	product	NOUN
spir-13943	29	17	have	have	AUX
spir-13943	29	18	a	a	DET
spir-13943	29	19	high	high	ADJ
spir-13943	29	20	demand	demand	NOUN
spir-13943	29	21	.	.	PUNCT
spir-13943	30	1	after	after	ADP
spir-13943	30	2	introducing	introduce	VERB
spir-13943	30	3	these	these	DET
spir-13943	30	4	features	feature	NOUN
spir-13943	30	5	as	as	ADP
spir-13943	30	6	twitch	twitch	NOUN
spir-13943	30	7	features	feature	NOUN
spir-13943	30	8	,	,	PUNCT
spir-13943	30	9	twitch	twitch	VERB
spir-13943	30	10	can	can	AUX
spir-13943	30	11	take	take	VERB
spir-13943	30	12	a	a	DET
spir-13943	30	13	part	part	NOUN
spir-13943	30	14	of	of	ADP
spir-13943	30	15	the	the	DET
spir-13943	30	16	revenue	revenue	NOUN
spir-13943	30	17	made	make	VERB
spir-13943	30	18	from	from	ADP
spir-13943	30	19	them	they	PRON
spir-13943	30	20	.	.	PUNCT
spir-13943	31	1	for	for	ADP
spir-13943	31	2	instance	instance	NOUN
spir-13943	31	3	,	,	PUNCT
spir-13943	31	4	twitch	twitch	AUX
spir-13943	31	5	introduced	introduce	VERB
spir-13943	31	6	“	"	PUNCT
spir-13943	31	7	twitch	twitch	VERB
spir-13943	31	8	fundraising	fundraising	NOUN
spir-13943	31	9	”	"	PUNCT
spir-13943	31	10	,	,	PUNCT
spir-13943	31	11	a	a	DET
spir-13943	31	12	function	function	NOUN
spir-13943	31	13	that	that	PRON
spir-13943	31	14	integrates	integrate	VERB
spir-13943	31	15	with	with	ADP
spir-13943	31	16	live	live	ADJ
spir-13943	31	17	streaming	streaming	NOUN
spir-13943	31	18	broadcasts	broadcast	NOUN
spir-13943	31	19	and	and	CCONJ
spir-13943	31	20	allows	allow	VERB
spir-13943	31	21	viewers	viewer	NOUN
spir-13943	31	22	to	to	PART
spir-13943	31	23	direct	direct	VERB
spir-13943	31	24	their	their	PRON
spir-13943	31	25	monetary	monetary	ADJ
spir-13943	31	26	donations	donation	NOUN
spir-13943	31	27	towards	towards	ADP
spir-13943	31	28	a	a	DET
spir-13943	31	29	charity	charity	NOUN
spir-13943	31	30	of	of	ADP
spir-13943	31	31	the	the	DET
spir-13943	31	32	streamer	streamer	NOUN
spir-13943	31	33	’s	’s	PART
spir-13943	31	34	choice	choice	NOUN
spir-13943	31	35	.	.	PUNCT
spir-13943	32	1	prior	prior	ADV
spir-13943	32	2	to	to	ADP
spir-13943	32	3	its	its	PRON
spir-13943	32	4	introduction	introduction	NOUN
spir-13943	32	5	,	,	PUNCT
spir-13943	32	6	third	third	ADJ
spir-13943	32	7	-	-	PUNCT
spir-13943	32	8	party	party	NOUN
spir-13943	32	9	apps	app	NOUN
spir-13943	32	10	such	such	ADJ
spir-13943	32	11	as	as	ADP
spir-13943	32	12	tiltify	tiltify	NOUN
spir-13943	32	13	were	be	AUX
spir-13943	32	14	used	use	VERB
spir-13943	32	15	by	by	ADP
spir-13943	32	16	live	live	ADJ
spir-13943	32	17	streamers	streamer	NOUN
spir-13943	32	18	to	to	PART
spir-13943	32	19	arrange	arrange	VERB
spir-13943	32	20	fundraising	fundraise	VERB
spir-13943	32	21	on	on	ADP
spir-13943	32	22	their	their	PRON
spir-13943	32	23	channel	channel	NOUN
spir-13943	32	24	.	.	PUNCT
spir-13943	33	1	type	type	NOUN
spir-13943	33	2	of	of	ADP
spir-13943	33	3	adaptive	adaptive	ADJ
spir-13943	33	4	governance	governance	NOUN
spir-13943	33	5	envelopment	envelopment	NOUN
spir-13943	33	6	meaning	mean	VERB
spir-13943	33	7	introducing	introduce	VERB
spir-13943	33	8	functions	function	NOUN
spir-13943	33	9	that	that	PRON
spir-13943	33	10	imitate	imitate	VERB
spir-13943	33	11	or	or	CCONJ
spir-13943	33	12	otherwise	otherwise	ADV
spir-13943	33	13	make	make	VERB
spir-13943	33	14	redundant	redundant	ADJ
spir-13943	33	15	functions	function	NOUN
spir-13943	33	16	that	that	PRON
spir-13943	33	17	were	be	AUX
spir-13943	33	18	produced	produce	VERB
spir-13943	33	19	by	by	ADP
spir-13943	33	20	others	other	NOUN
spir-13943	33	21	year	year	NOUN
spir-13943	33	22	:	:	PUNCT
spir-13943	33	23	feature	feature	NOUN
spir-13943	33	24	name	name	NOUN
spir-13943	33	25	2016	2016	NUM
spir-13943	33	26	:	:	PUNCT
spir-13943	33	27	clips	clip	NOUN
spir-13943	33	28	2021	2021	NUM
spir-13943	33	29	:	:	PUNCT
spir-13943	33	30	bits	bit	VERB
spir-13943	33	31	2023	2023	NUM
spir-13943	33	32	:	:	PUNCT
spir-13943	33	33	twitch	twitch	VERB
spir-13943	33	34	charity	charity	NOUN
spir-13943	33	35	feature	feature	NOUN
spir-13943	33	36	explanation	explanation	VERB
spir-13943	33	37	the	the	DET
spir-13943	33	38	ability	ability	NOUN
spir-13943	33	39	of	of	ADP
spir-13943	33	40	users	user	NOUN
spir-13943	33	41	to	to	PART
spir-13943	33	42	record	record	VERB
spir-13943	33	43	up	up	ADP
spir-13943	33	44	to	to	PART
spir-13943	33	45	60	60	NUM
spir-13943	33	46	seconds	second	NOUN
spir-13943	33	47	of	of	ADP
spir-13943	33	48	a	a	DET
spir-13943	33	49	live	live	ADJ
spir-13943	33	50	stream	stream	NOUN
spir-13943	33	51	the	the	DET
spir-13943	33	52	ability	ability	NOUN
spir-13943	33	53	of	of	ADP
spir-13943	33	54	viewers	viewer	NOUN
spir-13943	33	55	to	to	PART
spir-13943	33	56	donate	donate	VERB
spir-13943	33	57	custom	custom	NOUN
spir-13943	33	58	amounts	amount	NOUN
spir-13943	33	59	of	of	ADP
spir-13943	33	60	money	money	NOUN
spir-13943	33	61	a	a	DET
spir-13943	33	62	multipart	multipart	ADJ
spir-13943	33	63	feature	feature	NOUN
spir-13943	33	64	that	that	PRON
spir-13943	33	65	directs	direct	VERB
spir-13943	33	66	donations	donation	NOUN
spir-13943	33	67	to	to	ADP
spir-13943	33	68	specific	specific	ADJ
spir-13943	33	69	causes	cause	NOUN
spir-13943	33	70	,	,	PUNCT
spir-13943	33	71	often	often	ADV
spir-13943	33	72	with	with	ADP
spir-13943	33	73	accompanying	accompany	VERB
spir-13943	33	74	banner	banner	NOUN
spir-13943	33	75	and	and	CCONJ
spir-13943	33	76	tracker	tracker	NOUN
spir-13943	33	77	table	table	NOUN
spir-13943	33	78	1	1	NUM
spir-13943	33	79	:	:	PUNCT
spir-13943	33	80	critical	critical	ADJ
spir-13943	33	81	junctures	juncture	NOUN
spir-13943	33	82	related	relate	VERB
spir-13943	33	83	to	to	ADP
spir-13943	33	84	the	the	DET
spir-13943	33	85	envelopment	envelopment	ADJ
spir-13943	33	86	process	process	NOUN
spir-13943	33	87	however	however	ADV
spir-13943	33	88	,	,	PUNCT
spir-13943	33	89	features	feature	NOUN
spir-13943	33	90	are	be	AUX
spir-13943	33	91	not	not	PART
spir-13943	33	92	only	only	ADV
spir-13943	33	93	adopted	adopt	VERB
spir-13943	33	94	from	from	ADP
spir-13943	33	95	users	user	NOUN
spir-13943	33	96	or	or	CCONJ
spir-13943	33	97	the	the	DET
spir-13943	33	98	twitch	twitch	ADJ
spir-13943	33	99	community	community	NOUN
spir-13943	33	100	.	.	PUNCT
spir-13943	34	1	twitch	twitch	VERB
spir-13943	34	2	constantly	constantly	ADV
spir-13943	34	3	competes	compete	VERB
spir-13943	34	4	with	with	ADP
spir-13943	34	5	other	other	ADJ
spir-13943	34	6	platforms	platform	NOUN
spir-13943	34	7	by	by	ADP
spir-13943	34	8	imitating	imitate	VERB
spir-13943	34	9	or	or	CCONJ
spir-13943	34	10	iterating	iterate	VERB
spir-13943	34	11	on	on	ADP
spir-13943	34	12	proven	prove	VERB
spir-13943	34	13	popular	popular	ADJ
spir-13943	34	14	functions	function	NOUN
spir-13943	34	15	.	.	PUNCT
spir-13943	35	1	for	for	ADP
spir-13943	35	2	instance	instance	NOUN
spir-13943	35	3	,	,	PUNCT
spir-13943	35	4	twitch	twitch	VERB
spir-13943	35	5	introduced	introduce	VERB
spir-13943	35	6	“	"	PUNCT
spir-13943	35	7	twitch	twitch	ADJ
spir-13943	35	8	shorts	short	NOUN
spir-13943	35	9	”	"	PUNCT
spir-13943	35	10	(	(	PUNCT
spir-13943	35	11	clips	clip	NOUN
spir-13943	35	12	of	of	ADP
spir-13943	35	13	channels	channel	NOUN
spir-13943	35	14	,	,	PUNCT
spir-13943	35	15	similar	similar	ADJ
spir-13943	35	16	to	to	ADP
spir-13943	35	17	tiktok	tiktok	NOUN
spir-13943	35	18	’s	’s	PART
spir-13943	35	19	short	short	ADJ
spir-13943	35	20	-	-	PUNCT
spir-13943	35	21	video	video	NOUN
spir-13943	35	22	format	format	NOUN
spir-13943	35	23	)	)	PUNCT
spir-13943	35	24	,	,	PUNCT
spir-13943	35	25	and	and	CCONJ
spir-13943	35	26	“	"	PUNCT
spir-13943	35	27	super	super	ADJ
spir-13943	35	28	chats	chat	NOUN
spir-13943	35	29	”	"	PUNCT
spir-13943	35	30	(	(	PUNCT
spir-13943	35	31	similar	similar	ADJ
spir-13943	35	32	to	to	ADP
spir-13943	35	33	a	a	DET
spir-13943	35	34	youtube	youtube	NOUN
spir-13943	35	35	function	function	NOUN
spir-13943	35	36	of	of	ADP
spir-13943	35	37	the	the	DET
spir-13943	35	38	same	same	ADJ
spir-13943	35	39	name	name	NOUN
spir-13943	35	40	)	)	PUNCT
spir-13943	35	41	,	,	PUNCT
spir-13943	35	42	which	which	PRON
spir-13943	35	43	allows	allow	VERB
spir-13943	35	44	viewers	viewer	NOUN
spir-13943	35	45	to	to	PART
spir-13943	35	46	donate	donate	VERB
spir-13943	35	47	money	money	NOUN
spir-13943	35	48	to	to	PART
spir-13943	35	49	highlight	highlight	VERB
spir-13943	35	50	or	or	CCONJ
spir-13943	35	51	pin	pin	VERB
spir-13943	35	52	their	their	PRON
spir-13943	35	53	messages	message	NOUN
spir-13943	35	54	to	to	ADP
spir-13943	35	55	the	the	DET
spir-13943	35	56	top	top	NOUN
spir-13943	35	57	of	of	ADP
spir-13943	35	58	streamers	streamer	NOUN
spir-13943	35	59	’	'	PUNCT
spir-13943	35	60	chat	chat	NOUN
spir-13943	35	61	.	.	PUNCT
spir-13943	36	1	type	type	NOUN
spir-13943	36	2	of	of	ADP
spir-13943	36	3	adaptive	adaptive	ADJ
spir-13943	36	4	governance	governance	NOUN
spir-13943	36	5	competition	competition	NOUN
spir-13943	36	6	meaning	mean	VERB
spir-13943	36	7	imitating	imitate	VERB
spir-13943	36	8	or	or	CCONJ
spir-13943	36	9	iterating	iterate	VERB
spir-13943	36	10	on	on	ADP
spir-13943	36	11	proven	prove	VERB
spir-13943	36	12	popular	popular	ADJ
spir-13943	36	13	functions	function	NOUN
spir-13943	36	14	from	from	ADP
spir-13943	36	15	other	other	ADJ
spir-13943	36	16	platforms	platform	NOUN
spir-13943	36	17	year	year	NOUN
spir-13943	36	18	:	:	PUNCT
spir-13943	36	19	feature	feature	NOUN
spir-13943	36	20	name	name	NOUN
spir-13943	36	21	(	(	PUNCT
spir-13943	36	22	competing	compete	VERB
spir-13943	36	23	with	with	ADP
spir-13943	36	24	)	)	PUNCT
spir-13943	36	25	2023	2023	NUM
spir-13943	36	26	:	:	PUNCT
spir-13943	36	27	super	super	ADJ
spir-13943	36	28	chats	chat	NOUN
spir-13943	36	29	(	(	PUNCT
spir-13943	36	30	youtube	youtube	NOUN
spir-13943	36	31	)	)	PUNCT
spir-13943	36	32	2023	2023	NUM
spir-13943	36	33	:	:	PUNCT
spir-13943	36	34	discovery	discovery	NOUN
spir-13943	36	35	feed	feed	NOUN
spir-13943	36	36	(	(	PUNCT
spir-13943	36	37	tiktok	tiktok	NOUN
spir-13943	36	38	)	)	PUNCT
spir-13943	36	39	2023	2023	NUM
spir-13943	36	40	:	:	PUNCT
spir-13943	36	41	revenue	revenue	NOUN
spir-13943	36	42	split	split	NOUN
spir-13943	36	43	70/30	70/30	NUM
spir-13943	36	44	(	(	PUNCT
spir-13943	36	45	kick	kick	NOUN
spir-13943	36	46	)	)	PUNCT
spir-13943	36	47	feature	feature	NOUN
spir-13943	36	48	explanation	explanation	NOUN
spir-13943	36	49	viewers	viewer	NOUN
spir-13943	36	50	can	can	AUX
spir-13943	36	51	donate	donate	VERB
spir-13943	36	52	money	money	NOUN
spir-13943	36	53	to	to	PART
spir-13943	36	54	have	have	VERB
spir-13943	36	55	their	their	PRON
spir-13943	36	56	message	message	NOUN
spir-13943	36	57	highlighted	highlight	VERB
spir-13943	36	58	select	select	ADJ
spir-13943	36	59	clips	clip	NOUN
spir-13943	36	60	of	of	ADP
spir-13943	36	61	streamers	streamer	NOUN
spir-13943	36	62	are	be	AUX
spir-13943	36	63	placed	place	VERB
spir-13943	36	64	on	on	ADP
spir-13943	36	65	the	the	DET
spir-13943	36	66	front	front	ADJ
spir-13943	36	67	page	page	NOUN
spir-13943	36	68	to	to	PART
spir-13943	36	69	increase	increase	VERB
spir-13943	36	70	the	the	DET
spir-13943	36	71	visibility	visibility	NOUN
spir-13943	36	72	of	of	ADP
spir-13943	36	73	their	their	PRON
spir-13943	36	74	channel	channel	NOUN
spir-13943	36	75	another	another	DET
spir-13943	36	76	update	update	NOUN
spir-13943	36	77	to	to	PART
spir-13943	36	78	twitch	twitch	VERB
spir-13943	36	79	’s	’s	PART
spir-13943	36	80	standard	standard	ADJ
spir-13943	36	81	revenue	revenue	NOUN
spir-13943	36	82	splitting	splitting	NOUN
spir-13943	36	83	agreement	agreement	NOUN
spir-13943	36	84	with	with	ADP
spir-13943	36	85	live	live	ADJ
spir-13943	36	86	streamers	streamer	NOUN
spir-13943	36	87	table	table	NOUN
spir-13943	36	88	2	2	NUM
spir-13943	36	89	:	:	PUNCT
spir-13943	36	90	critical	critical	ADJ
spir-13943	36	91	junctures	juncture	NOUN
spir-13943	36	92	related	relate	VERB
spir-13943	36	93	to	to	ADP
spir-13943	36	94	the	the	DET
spir-13943	36	95	competition	competition	NOUN
spir-13943	36	96	process	process	NOUN
spir-13943	36	97	finally	finally	ADV
spir-13943	36	98	,	,	PUNCT
spir-13943	36	99	realigning	realign	VERB
spir-13943	36	100	refers	refer	VERB
spir-13943	36	101	to	to	ADP
spir-13943	36	102	the	the	DET
spir-13943	36	103	implementation	implementation	NOUN
spir-13943	36	104	of	of	ADP
spir-13943	36	105	features	feature	NOUN
spir-13943	36	106	because	because	SCONJ
spir-13943	36	107	users	user	NOUN
spir-13943	36	108	demand	demand	VERB
spir-13943	36	109	it	it	PRON
spir-13943	36	110	.	.	PUNCT
spir-13943	37	1	this	this	DET
spir-13943	37	2	fit	fit	NOUN
spir-13943	37	3	to	to	ADP
spir-13943	37	4	user	user	NOUN
spir-13943	37	5	demand	demand	NOUN
spir-13943	37	6	can	can	AUX
spir-13943	37	7	be	be	AUX
spir-13943	37	8	seen	see	VERB
spir-13943	37	9	in	in	ADP
spir-13943	37	10	the	the	DET
spir-13943	37	11	example	example	NOUN
spir-13943	37	12	of	of	ADP
spir-13943	37	13	twitch	twitch	PROPN
spir-13943	37	14	’s	’s	PART
spir-13943	37	15	added	add	VERB
spir-13943	37	16	moderation	moderation	NOUN
spir-13943	37	17	tools	tool	NOUN
spir-13943	37	18	to	to	PART
spir-13943	37	19	decrease	decrease	VERB
spir-13943	37	20	practices	practice	NOUN
spir-13943	37	21	such	such	ADJ
spir-13943	37	22	as	as	ADP
spir-13943	37	23	“	"	PUNCT
spir-13943	37	24	hate	hate	NOUN
spir-13943	37	25	-	-	PUNCT
spir-13943	37	26	raiding	raid	VERB
spir-13943	37	27	”	"	PUNCT
spir-13943	37	28	(	(	PUNCT
spir-13943	37	29	i.e.	i.e.	X
spir-13943	37	30	directing	direct	VERB
spir-13943	37	31	a	a	DET
spir-13943	37	32	large	large	ADJ
spir-13943	37	33	number	number	NOUN
spir-13943	37	34	of	of	ADP
spir-13943	37	35	viewers	viewer	NOUN
spir-13943	37	36	to	to	ADP
spir-13943	37	37	a	a	DET
spir-13943	37	38	specific	specific	ADJ
spir-13943	37	39	channel	channel	NOUN
spir-13943	37	40	with	with	ADP
spir-13943	37	41	the	the	DET
spir-13943	37	42	intent	intent	NOUN
spir-13943	37	43	of	of	ADP
spir-13943	37	44	overwhelming	overwhelm	VERB
spir-13943	37	45	the	the	DET
spir-13943	37	46	channel	channel	NOUN
spir-13943	37	47	with	with	ADP
spir-13943	37	48	negative	negative	ADJ
spir-13943	37	49	messages	message	NOUN
spir-13943	37	50	)	)	PUNCT
spir-13943	37	51	.	.	PUNCT
spir-13943	38	1	this	this	DET
spir-13943	38	2	process	process	NOUN
spir-13943	38	3	is	be	AUX
spir-13943	38	4	notably	notably	ADV
spir-13943	38	5	slower	slow	ADJ
spir-13943	38	6	than	than	ADP
spir-13943	38	7	either	either	CCONJ
spir-13943	38	8	enveloping	envelop	VERB
spir-13943	38	9	or	or	CCONJ
spir-13943	38	10	competing	compete	VERB
spir-13943	38	11	,	,	PUNCT
spir-13943	38	12	because	because	SCONJ
spir-13943	38	13	it	it	PRON
spir-13943	38	14	is	be	AUX
spir-13943	38	15	not	not	PART
spir-13943	38	16	motivated	motivate	VERB
spir-13943	38	17	by	by	ADP
spir-13943	38	18	revenue	revenue	NOUN
spir-13943	38	19	.	.	PUNCT
spir-13943	39	1	instead	instead	ADV
spir-13943	39	2	,	,	PUNCT
spir-13943	39	3	it	it	PRON
spir-13943	39	4	is	be	AUX
spir-13943	39	5	a	a	DET
spir-13943	39	6	quality	quality	NOUN
spir-13943	39	7	of	of	ADP
spir-13943	39	8	life	life	NOUN
spir-13943	39	9	improvement	improvement	NOUN
spir-13943	39	10	pushed	push	VERB
spir-13943	39	11	for	for	ADP
spir-13943	39	12	via	via	ADP
spir-13943	39	13	a	a	DET
spir-13943	39	14	bottom	bottom	ADJ
spir-13943	39	15	-	-	PUNCT
spir-13943	39	16	up	up	ADP
spir-13943	39	17	process	process	NOUN
spir-13943	39	18	.	.	PUNCT
spir-13943	40	1	resulting	result	VERB
spir-13943	40	2	in	in	ADP
spir-13943	40	3	fewer	few	ADJ
spir-13943	40	4	and	and	CCONJ
spir-13943	40	5	slower	slow	ADJ
spir-13943	40	6	changes	change	NOUN
spir-13943	40	7	,	,	PUNCT
spir-13943	40	8	realigning	realign	VERB
spir-13943	40	9	is	be	AUX
spir-13943	40	10	the	the	DET
spir-13943	40	11	weakest	weak	ADJ
spir-13943	40	12	of	of	ADP
spir-13943	40	13	three	three	NUM
spir-13943	40	14	motivations	motivation	NOUN
spir-13943	40	15	for	for	ADP
spir-13943	40	16	twitch	twitch	VERB
spir-13943	40	17	’s	’s	PART
spir-13943	40	18	adaptive	adaptive	ADJ
spir-13943	40	19	governance	governance	NOUN
spir-13943	40	20	.	.	PUNCT
spir-13943	41	1	type	type	NOUN
spir-13943	41	2	of	of	ADP
spir-13943	41	3	adaptive	adaptive	ADJ
spir-13943	41	4	governance	governance	NOUN
spir-13943	41	5	realignment	realignment	NOUN
spir-13943	41	6	meaning	mean	VERB
spir-13943	41	7	implementation	implementation	NOUN
spir-13943	41	8	of	of	ADP
spir-13943	41	9	features	feature	NOUN
spir-13943	41	10	because	because	SCONJ
spir-13943	41	11	users	user	NOUN
spir-13943	41	12	demand	demand	VERB
spir-13943	41	13	it	it	PRON
spir-13943	41	14	year	year	NOUN
spir-13943	41	15	:	:	PUNCT
spir-13943	41	16	feature	feature	NOUN
spir-13943	41	17	name	name	NOUN
spir-13943	41	18	2021	2021	NUM
spir-13943	41	19	:	:	PUNCT
spir-13943	41	20	automod	automod	NOUN
spir-13943	41	21	2021	2021	NUM
spir-13943	41	22	:	:	PUNCT
spir-13943	41	23	shield	shield	NOUN
spir-13943	41	24	mode	mode	NOUN
spir-13943	41	25	2023	2023	NUM
spir-13943	41	26	:	:	PUNCT
spir-13943	41	27	shared	share	VERB
spir-13943	41	28	mod	mod	ADJ
spir-13943	41	29	comments	comment	NOUN
spir-13943	41	30	feature	feature	NOUN
spir-13943	41	31	explanation	explanation	NOUN
spir-13943	41	32	an	an	DET
spir-13943	41	33	ai	ai	NOUN
spir-13943	41	34	-	-	PUNCT
spir-13943	41	35	assisted	assist	VERB
spir-13943	41	36	text	text	NOUN
spir-13943	41	37	identifier	identifier	NOUN
spir-13943	41	38	that	that	PRON
spir-13943	41	39	automatically	automatically	ADV
spir-13943	41	40	censors	censor	NOUN
spir-13943	41	41	viewer	viewer	VERB
spir-13943	41	42	messages	message	NOUN
spir-13943	41	43	deemed	deem	VERB
spir-13943	41	44	offensive	offensive	ADJ
spir-13943	41	45	a	a	DET
spir-13943	41	46	single	single	ADJ
spir-13943	41	47	button	button	NOUN
spir-13943	41	48	that	that	PRON
spir-13943	41	49	restricts	restrict	VERB
spir-13943	41	50	chat	chat	NOUN
spir-13943	41	51	functionality	functionality	NOUN
spir-13943	41	52	for	for	ADP
spir-13943	41	53	viewers	viewer	NOUN
spir-13943	41	54	streamers	streamer	NOUN
spir-13943	41	55	can	can	AUX
spir-13943	41	56	share	share	VERB
spir-13943	41	57	lists	list	NOUN
spir-13943	41	58	of	of	ADP
spir-13943	41	59	previously	previously	ADV
spir-13943	41	60	banned	ban	VERB
spir-13943	41	61	users	user	NOUN
spir-13943	41	62	with	with	ADP
spir-13943	41	63	their	their	PRON
spir-13943	41	64	network	network	NOUN
spir-13943	41	65	table	table	NOUN
spir-13943	41	66	3	3	NUM
spir-13943	41	67	:	:	PUNCT
spir-13943	41	68	critical	critical	ADJ
spir-13943	41	69	junctures	juncture	NOUN
spir-13943	41	70	related	relate	VERB
spir-13943	41	71	to	to	ADP
spir-13943	41	72	the	the	DET
spir-13943	41	73	realignment	realignment	NOUN
spir-13943	41	74	process	process	NOUN
spir-13943	41	75	discussion	discussion	NOUN
spir-13943	41	76	the	the	DET
spir-13943	41	77	preliminary	preliminary	ADJ
spir-13943	41	78	findings	finding	NOUN
spir-13943	41	79	show	show	VERB
spir-13943	41	80	that	that	SCONJ
spir-13943	41	81	there	there	PRON
spir-13943	41	82	are	be	VERB
spir-13943	41	83	different	different	ADJ
spir-13943	41	84	motivations	motivation	NOUN
spir-13943	41	85	for	for	ADP
spir-13943	41	86	adaptive	adaptive	ADJ
spir-13943	41	87	governance	governance	NOUN
spir-13943	41	88	.	.	PUNCT
spir-13943	42	1	twitch	twitch	VERB
spir-13943	42	2	's	's	PART
spir-13943	42	3	logic	logic	NOUN
spir-13943	42	4	for	for	ADP
spir-13943	42	5	adopting	adopt	VERB
spir-13943	42	6	features	feature	NOUN
spir-13943	42	7	is	be	AUX
spir-13943	42	8	different	different	ADJ
spir-13943	42	9	depending	depend	VERB
spir-13943	42	10	on	on	ADP
spir-13943	42	11	the	the	DET
spir-13943	42	12	source	source	NOUN
spir-13943	42	13	.	.	PUNCT
spir-13943	43	1	when	when	SCONJ
spir-13943	43	2	enveloping	envelop	VERB
spir-13943	43	3	user	user	NOUN
spir-13943	43	4	practice	practice	NOUN
spir-13943	43	5	or	or	CCONJ
spir-13943	43	6	competing	compete	VERB
spir-13943	43	7	with	with	ADP
spir-13943	43	8	other	other	ADJ
spir-13943	43	9	platforms	platform	NOUN
spir-13943	43	10	,	,	PUNCT
spir-13943	43	11	twitch	twitch	VERB
spir-13943	43	12	makes	make	VERB
spir-13943	43	13	rapid	rapid	ADJ
spir-13943	43	14	changes	change	NOUN
spir-13943	43	15	.	.	PUNCT
spir-13943	44	1	realigning	realign	VERB
spir-13943	44	2	,	,	PUNCT
spir-13943	44	3	on	on	ADP
spir-13943	44	4	the	the	DET
spir-13943	44	5	other	other	ADJ
spir-13943	44	6	hand	hand	NOUN
spir-13943	44	7	,	,	PUNCT
spir-13943	44	8	is	be	AUX
spir-13943	44	9	both	both	CCONJ
spir-13943	44	10	a	a	DET
spir-13943	44	11	slower	slow	ADJ
spir-13943	44	12	process	process	NOUN
spir-13943	44	13	and	and	CCONJ
spir-13943	44	14	results	result	NOUN
spir-13943	44	15	in	in	ADP
spir-13943	44	16	fewer	few	ADJ
spir-13943	44	17	substantial	substantial	ADJ
spir-13943	44	18	changes	change	NOUN
spir-13943	44	19	.	.	PUNCT
spir-13943	45	1	for	for	ADP
spir-13943	45	2	instance	instance	NOUN
spir-13943	45	3	,	,	PUNCT
spir-13943	45	4	when	when	SCONJ
spir-13943	45	5	streamers	streamer	NOUN
spir-13943	45	6	were	be	AUX
spir-13943	45	7	developing	develop	VERB
spir-13943	45	8	tools	tool	NOUN
spir-13943	45	9	to	to	PART
spir-13943	45	10	tackle	tackle	VERB
spir-13943	45	11	hate	hate	VERB
spir-13943	45	12	raids	raid	NOUN
spir-13943	45	13	in	in	ADP
spir-13943	45	14	2021	2021	NUM
spir-13943	45	15	and	and	CCONJ
spir-13943	45	16	protested	protest	VERB
spir-13943	45	17	on	on	ADP
spir-13943	45	18	a	a	DET
spir-13943	45	19	large	large	ADJ
spir-13943	45	20	scale	scale	NOUN
spir-13943	45	21	via	via	ADP
spir-13943	45	22	a	a	DET
spir-13943	45	23	“	"	PUNCT
spir-13943	45	24	twitch	twitch	ADJ
spir-13943	45	25	blackout	blackout	NOUN
spir-13943	45	26	”	"	PUNCT
spir-13943	45	27	,	,	PUNCT
spir-13943	45	28	or	or	CCONJ
spir-13943	45	29	widespread	widespread	ADJ
spir-13943	45	30	nonuse	nonuse	NOUN
spir-13943	45	31	of	of	ADP
spir-13943	45	32	the	the	DET
spir-13943	45	33	platform	platform	NOUN
spir-13943	45	34	,	,	PUNCT
spir-13943	45	35	twitch	twitch	PROPN
spir-13943	45	36	was	be	AUX
spir-13943	45	37	compelled	compel	VERB
spir-13943	45	38	to	to	PART
spir-13943	45	39	incorporate	incorporate	VERB
spir-13943	45	40	features	feature	NOUN
spir-13943	45	41	that	that	PRON
spir-13943	45	42	gave	give	VERB
spir-13943	45	43	streamers	streamer	NOUN
spir-13943	45	44	more	more	ADJ
spir-13943	45	45	tools	tool	NOUN
spir-13943	45	46	to	to	PART
spir-13943	45	47	moderate	moderate	VERB
spir-13943	45	48	their	their	PRON
spir-13943	45	49	channels	channel	NOUN
spir-13943	45	50	in	in	ADP
spir-13943	45	51	order	order	NOUN
spir-13943	45	52	to	to	PART
spir-13943	45	53	keep	keep	VERB
spir-13943	45	54	them	they	PRON
spir-13943	45	55	safe	safe	ADJ
spir-13943	45	56	.	.	PUNCT
spir-13943	46	1	however	however	ADV
spir-13943	46	2	,	,	PUNCT
spir-13943	46	3	the	the	DET
spir-13943	46	4	motivation	motivation	NOUN
spir-13943	46	5	to	to	PART
spir-13943	46	6	change	change	VERB
spir-13943	46	7	was	be	AUX
spir-13943	46	8	different	different	ADJ
spir-13943	46	9	when	when	SCONJ
spir-13943	46	10	twitch	twitch	ADJ
spir-13943	46	11	introduced	introduce	VERB
spir-13943	46	12	clips	clip	NOUN
spir-13943	46	13	on	on	ADP
spir-13943	46	14	the	the	DET
spir-13943	46	15	frontpage	frontpage	NOUN
spir-13943	46	16	in	in	ADP
spir-13943	46	17	2023	2023	NUM
spir-13943	46	18	,	,	PUNCT
spir-13943	46	19	(	(	PUNCT
spir-13943	46	20	imitating	imitate	VERB
spir-13943	46	21	tiktok	tiktok	NOUN
spir-13943	46	22	and	and	CCONJ
spir-13943	46	23	youtube	youtube	NOUN
spir-13943	46	24	shorts	short	NOUN
spir-13943	46	25	)	)	PUNCT
spir-13943	46	26	.	.	PUNCT
spir-13943	47	1	here	here	ADV
spir-13943	47	2	,	,	PUNCT
spir-13943	47	3	twitch	twitch	VERB
spir-13943	47	4	was	be	AUX
spir-13943	47	5	proactively	proactively	ADV
spir-13943	47	6	competing	compete	VERB
spir-13943	47	7	with	with	ADP
spir-13943	47	8	these	these	DET
spir-13943	47	9	platforms	platform	NOUN
spir-13943	47	10	.	.	PUNCT
spir-13943	48	1	the	the	DET
spir-13943	48	2	proliferation	proliferation	NOUN
spir-13943	48	3	and	and	CCONJ
spir-13943	48	4	variety	variety	NOUN
spir-13943	48	5	of	of	ADP
spir-13943	48	6	digital	digital	ADJ
spir-13943	48	7	platforms	platform	NOUN
spir-13943	48	8	presents	present	VERB
spir-13943	48	9	a	a	DET
spir-13943	48	10	challenge	challenge	NOUN
spir-13943	48	11	to	to	ADP
spir-13943	48	12	scholarly	scholarly	ADJ
spir-13943	48	13	work	work	NOUN
spir-13943	48	14	seeking	seek	VERB
spir-13943	48	15	to	to	PART
spir-13943	48	16	understand	understand	VERB
spir-13943	48	17	the	the	DET
spir-13943	48	18	nature	nature	NOUN
spir-13943	48	19	of	of	ADP
spir-13943	48	20	these	these	DET
spir-13943	48	21	services	service	NOUN
spir-13943	48	22	.	.	PUNCT
spir-13943	49	1	the	the	DET
spir-13943	49	2	constant	constant	ADJ
spir-13943	49	3	adjustments	adjustment	NOUN
spir-13943	49	4	made	make	VERB
spir-13943	49	5	by	by	ADP
spir-13943	49	6	digital	digital	ADJ
spir-13943	49	7	platforms	platform	NOUN
spir-13943	49	8	obscure	obscure	VERB
spir-13943	49	9	the	the	DET
spir-13943	49	10	fact	fact	NOUN
spir-13943	49	11	of	of	ADP
spir-13943	49	12	persistent	persistent	ADJ
spir-13943	49	13	underlying	underlying	ADJ
spir-13943	49	14	motivations	motivation	NOUN
spir-13943	49	15	driving	driving	NOUN
spir-13943	49	16	platforms	platform	NOUN
spir-13943	49	17	to	to	PART
spir-13943	49	18	invite	invite	VERB
spir-13943	49	19	and	and	CCONJ
spir-13943	49	20	capture	capture	VERB
spir-13943	49	21	ideas	idea	NOUN
spir-13943	49	22	from	from	ADP
spir-13943	49	23	elsewhere	elsewhere	ADV
spir-13943	49	24	.	.	PUNCT
spir-13943	50	1	by	by	ADP
spir-13943	50	2	tracking	track	VERB
spir-13943	50	3	platform	platform	NOUN
spir-13943	50	4	change	change	NOUN
spir-13943	50	5	chronologically	chronologically	ADV
spir-13943	50	6	and	and	CCONJ
spir-13943	50	7	in	in	ADP
spir-13943	50	8	detail	detail	NOUN
spir-13943	50	9	,	,	PUNCT
spir-13943	50	10	we	we	PRON
spir-13943	50	11	reveal	reveal	VERB
spir-13943	50	12	consistent	consistent	ADJ
spir-13943	50	13	motivations	motivation	NOUN
spir-13943	50	14	of	of	ADP
spir-13943	50	15	envelopment	envelopment	NOUN
spir-13943	50	16	,	,	PUNCT
spir-13943	50	17	competition	competition	NOUN
spir-13943	50	18	,	,	PUNCT
spir-13943	50	19	and	and	CCONJ
spir-13943	50	20	realignment	realignment	NOUN
spir-13943	50	21	.	.	PUNCT
spir-13943	51	1	this	this	DET
spir-13943	51	2	‘	'	PUNCT
spir-13943	51	3	chronological	chronological	ADJ
spir-13943	51	4	’	'	PUNCT
spir-13943	51	5	approach	approach	NOUN
spir-13943	51	6	can	can	AUX
spir-13943	51	7	direct	direct	VERB
spir-13943	51	8	future	future	ADJ
spir-13943	51	9	studies	study	NOUN
spir-13943	51	10	of	of	ADP
spir-13943	51	11	platforms	platform	NOUN
spir-13943	51	12	by	by	ADP
spir-13943	51	13	looking	look	VERB
spir-13943	51	14	beneath	beneath	ADP
spir-13943	51	15	the	the	DET
spir-13943	51	16	waves	wave	NOUN
spir-13943	51	17	of	of	ADP
spir-13943	51	18	updates	update	NOUN
spir-13943	51	19	and	and	CCONJ
spir-13943	51	20	small	small	ADJ
spir-13943	51	21	function	function	NOUN
spir-13943	51	22	changes	change	NOUN
spir-13943	51	23	to	to	PART
spir-13943	51	24	see	see	VERB
spir-13943	51	25	the	the	DET
spir-13943	51	26	nature	nature	NOUN
spir-13943	51	27	of	of	ADP
spir-13943	51	28	adaptive	adaptive	ADJ
spir-13943	51	29	governance	governance	NOUN
spir-13943	51	30	shaping	shaping	NOUN
spir-13943	51	31	platforms	platform	NOUN
spir-13943	51	32	.	.	PUNCT
spir-13943	52	1	references	reference	NOUN
spir-13943	52	2	capoccia	capoccia	PROPN
spir-13943	52	3	,	,	PUNCT
spir-13943	52	4	g.	g.	PROPN
spir-13943	52	5	(	(	PUNCT
spir-13943	52	6	2016	2016	NUM
spir-13943	52	7	)	)	PUNCT
spir-13943	52	8	.	.	PUNCT
spir-13943	53	1	critical	critical	ADJ
spir-13943	53	2	junctures	juncture	NOUN
spir-13943	53	3	.	.	PUNCT
spir-13943	54	1	the	the	DET
spir-13943	54	2	oxford	oxford	PROPN
spir-13943	54	3	handbook	handbook	NOUN
spir-13943	54	4	of	of	ADP
spir-13943	54	5	historical	historical	ADJ
spir-13943	54	6	institutionalism	institutionalism	NOUN
spir-13943	54	7	,	,	PUNCT
spir-13943	54	8	89	89	NUM
spir-13943	54	9	-	-	SYM
spir-13943	54	10	106	106	NUM
spir-13943	54	11	.	.	PUNCT
spir-13943	55	1	capoccia	capoccia	PROPN
spir-13943	55	2	,	,	PUNCT
spir-13943	55	3	g.	g.	PROPN
spir-13943	55	4	,	,	PUNCT
spir-13943	55	5	&	&	CCONJ
spir-13943	55	6	kelemen	kelemen	PROPN
spir-13943	55	7	,	,	PUNCT
spir-13943	55	8	r.	r.	PROPN
spir-13943	55	9	d.	d.	PROPN
spir-13943	55	10	(	(	PUNCT
spir-13943	55	11	2007	2007	NUM
spir-13943	55	12	)	)	PUNCT
spir-13943	55	13	.	.	PUNCT
spir-13943	56	1	the	the	DET
spir-13943	56	2	study	study	NOUN
spir-13943	56	3	of	of	ADP
spir-13943	56	4	critical	critical	ADJ
spir-13943	56	5	junctures	juncture	NOUN
spir-13943	56	6	:	:	PUNCT
spir-13943	56	7	theory	theory	NOUN
spir-13943	56	8	,	,	PUNCT
spir-13943	56	9	narrative	narrative	NOUN
spir-13943	56	10	,	,	PUNCT
spir-13943	56	11	and	and	CCONJ
spir-13943	56	12	counterfactuals	counterfactual	NOUN
spir-13943	56	13	in	in	ADP
spir-13943	56	14	historical	historical	ADJ
spir-13943	56	15	institutionalism	institutionalism	NOUN
spir-13943	56	16	.	.	PUNCT
spir-13943	57	1	world	world	NOUN
spir-13943	57	2	politics	politic	NOUN
spir-13943	57	3	,	,	PUNCT
spir-13943	57	4	59(3	59(3	NUM
spir-13943	57	5	)	)	PUNCT
spir-13943	57	6	,	,	PUNCT
spir-13943	57	7	341	341	NUM
spir-13943	57	8	-	-	SYM
spir-13943	57	9	369	369	NUM
spir-13943	57	10	.	.	PUNCT
spir-13943	58	1	gillespie	gillespie	PROPN
spir-13943	58	2	,	,	PUNCT
spir-13943	58	3	t.	t.	PROPN
spir-13943	58	4	(	(	PUNCT
spir-13943	58	5	2010	2010	NUM
spir-13943	58	6	)	)	PUNCT
spir-13943	58	7	.	.	PUNCT
spir-13943	59	1	“	"	PUNCT
spir-13943	59	2	the	the	DET
spir-13943	59	3	politics	politic	NOUN
spir-13943	59	4	of	of	ADP
spir-13943	59	5	‘	'	PUNCT
spir-13943	59	6	platforms	platform	NOUN
spir-13943	59	7	’	'	PUNCT
spir-13943	59	8	”	"	PUNCT
spir-13943	59	9	.	.	PUNCT
spir-13943	60	1	new	new	ADJ
spir-13943	60	2	media	medium	NOUN
spir-13943	60	3	&	&	CCONJ
spir-13943	60	4	society	society	NOUN
spir-13943	60	5	,	,	PUNCT
spir-13943	60	6	12(3	12(3	NOUN
spir-13943	60	7	)	)	PUNCT
spir-13943	60	8	347	347	NUM
spir-13943	60	9	-	-	SYM
spir-13943	60	10	364	364	NUM
spir-13943	60	11	.	.	PUNCT
spir-13943	60	12	doi	doi	NOUN
spir-13943	60	13	:	:	PUNCT
spir-13943	60	14	10.1177/1461444809342738	10.1177/1461444809342738	NUM
spir-13943	60	15	johnson	johnson	PROPN
spir-13943	60	16	,	,	PUNCT
spir-13943	60	17	m.	m.	PROPN
spir-13943	60	18	r.	r.	PROPN
spir-13943	60	19	(	(	PUNCT
spir-13943	60	20	2021	2021	NUM
spir-13943	60	21	)	)	PUNCT
spir-13943	60	22	.	.	PUNCT
spir-13943	61	1	behind	behind	ADP
spir-13943	61	2	the	the	DET
spir-13943	61	3	streams	stream	NOUN
spir-13943	61	4	:	:	PUNCT
spir-13943	61	5	the	the	DET
spir-13943	61	6	off	off	ADP
spir-13943	61	7	-	-	PUNCT
spir-13943	61	8	camera	camera	NOUN
spir-13943	61	9	labour	labour	NOUN
spir-13943	61	10	of	of	ADP
spir-13943	61	11	game	game	NOUN
spir-13943	61	12	live	live	VERB
spir-13943	61	13	streaming	streaming	NOUN
spir-13943	61	14	.	.	PUNCT
spir-13943	62	1	games	game	NOUN
spir-13943	62	2	and	and	CCONJ
spir-13943	62	3	culture	culture	NOUN
spir-13943	62	4	,	,	PUNCT
spir-13943	62	5	16(8	16(8	NUM
spir-13943	62	6	)	)	PUNCT
spir-13943	62	7	,	,	PUNCT
spir-13943	62	8	1001	1001	NUM
spir-13943	62	9	-	-	SYM
spir-13943	62	10	1020	1020	NUM
spir-13943	62	11	.	.	PUNCT
spir-13943	63	1	kozinets	kozinet	NOUN
spir-13943	63	2	,	,	PUNCT
spir-13943	63	3	r.	r.	PROPN
spir-13943	63	4	(	(	PUNCT
spir-13943	63	5	2020	2020	NUM
spir-13943	63	6	)	)	PUNCT
spir-13943	63	7	.	.	PUNCT
spir-13943	64	1	netnography	netnography	NOUN
spir-13943	64	2	:	:	PUNCT
spir-13943	64	3	the	the	DET
spir-13943	64	4	essential	essential	ADJ
spir-13943	64	5	guide	guide	NOUN
spir-13943	64	6	to	to	PART
spir-13943	64	7	qualitative	qualitative	VERB
spir-13943	64	8	social	social	ADJ
spir-13943	64	9	media	medium	NOUN
spir-13943	64	10	research	research	NOUN
spir-13943	64	11	.	.	PUNCT
spir-13943	65	1	sage	sage	NOUN
spir-13943	65	2	publications	publication	NOUN
spir-13943	65	3	.	.	PUNCT
spir-13943	66	1	partin	partin	PROPN
spir-13943	66	2	,	,	PUNCT
spir-13943	66	3	w.	w.	PROPN
spir-13943	66	4	c.	c.	PROPN
spir-13943	66	5	(	(	PUNCT
spir-13943	66	6	2020	2020	NUM
spir-13943	66	7	)	)	PUNCT
spir-13943	66	8	.	.	PUNCT
spir-13943	67	1	bit	bit	NOUN
spir-13943	67	2	by	by	ADP
spir-13943	67	3	(	(	PUNCT
spir-13943	67	4	twitch	twitch	VERB
spir-13943	67	5	)	)	PUNCT
spir-13943	67	6	bit:“platform	bit:“platform	NOUN
spir-13943	67	7	capture	capture	NOUN
spir-13943	67	8	”	"	PUNCT
spir-13943	67	9	and	and	CCONJ
spir-13943	67	10	the	the	DET
spir-13943	67	11	evolution	evolution	NOUN
spir-13943	67	12	of	of	ADP
spir-13943	67	13	digital	digital	ADJ
spir-13943	67	14	platforms	platform	NOUN
spir-13943	67	15	.	.	PUNCT
spir-13943	68	1	social	social	ADJ
spir-13943	68	2	media	medium	NOUN
spir-13943	68	3	+	+	CCONJ
spir-13943	68	4	society	society	NOUN
spir-13943	68	5	,	,	PUNCT
spir-13943	68	6	6(3	6(3	NUM
spir-13943	68	7	)	)	PUNCT
spir-13943	68	8	,	,	PUNCT
spir-13943	68	9	2056305120933981	2056305120933981	NUM
spir-13943	68	10	.	.	PUNCT
spir-13943	69	1	poell	poell	NOUN
spir-13943	69	2	,	,	PUNCT
spir-13943	69	3	t.	t.	PROPN
spir-13943	69	4	,nieborg	,nieborg	PROPN
spir-13943	69	5	,	,	PUNCT
spir-13943	69	6	d.	d.	PROPN
spir-13943	69	7	,	,	PUNCT
spir-13943	69	8	duffy	duffy	PROPN
spir-13943	69	9	,	,	PUNCT
spir-13943	69	10	b.	b.	PROPN
spir-13943	69	11	(	(	PUNCT
spir-13943	69	12	2022	2022	NUM
spir-13943	69	13	)	)	PUNCT
spir-13943	69	14	platforms	platform	NOUN
spir-13943	69	15	and	and	CCONJ
spir-13943	69	16	cultural	cultural	ADJ
spir-13943	69	17	production	production	NOUN
spir-13943	69	18	(	(	PUNCT
spir-13943	69	19	p.	p.	NOUN
spir-13943	69	20	184	184	NUM
spir-13943	69	21	)	)	PUNCT
spir-13943	69	22	.	.	PUNCT
spir-13943	70	1	polity	polity	NOUN
spir-13943	70	2	press	press	NOUN
spir-13943	70	3	.	.	PUNCT
spir-13943	71	1	ruberg	ruberg	PROPN
spir-13943	71	2	,	,	PUNCT
spir-13943	71	3	b.	b.	PROPN
spir-13943	71	4	,	,	PUNCT
spir-13943	71	5	cullen	cullen	PROPN
spir-13943	71	6	,	,	PUNCT
spir-13943	71	7	a.	a.	PROPN
spir-13943	71	8	l.	l.	PROPN
spir-13943	71	9	,	,	PUNCT
spir-13943	71	10	&	&	CCONJ
spir-13943	71	11	brewster	brewster	PROPN
spir-13943	71	12	,	,	PUNCT
spir-13943	71	13	k.	k.	PROPN
spir-13943	71	14	(	(	PUNCT
spir-13943	71	15	2019	2019	NUM
spir-13943	71	16	)	)	PUNCT
spir-13943	71	17	.	.	PUNCT
spir-13943	72	1	nothing	nothing	PRON
spir-13943	72	2	but	but	SCONJ
spir-13943	72	3	a	a	DET
spir-13943	72	4	“	"	PUNCT
spir-13943	72	5	titty	titty	NOUN
spir-13943	72	6	streamer	streamer	NOUN
spir-13943	72	7	”	"	PUNCT
spir-13943	72	8	:	:	PUNCT
spir-13943	72	9	legitimacy	legitimacy	NOUN
spir-13943	72	10	,	,	PUNCT
spir-13943	72	11	labor	labor	NOUN
spir-13943	72	12	,	,	PUNCT
spir-13943	72	13	and	and	CCONJ
spir-13943	72	14	the	the	DET
spir-13943	72	15	debate	debate	NOUN
spir-13943	72	16	over	over	ADP
spir-13943	72	17	women	woman	NOUN
spir-13943	72	18	’s	’s	PART
spir-13943	72	19	breasts	breast	NOUN
spir-13943	72	20	in	in	ADP
spir-13943	72	21	video	video	NOUN
spir-13943	72	22	game	game	NOUN
spir-13943	72	23	live	live	VERB
spir-13943	72	24	streaming	streaming	NOUN
spir-13943	72	25	.	.	PUNCT
spir-13943	73	1	critical	critical	ADJ
spir-13943	73	2	studies	study	NOUN
spir-13943	73	3	in	in	ADP
spir-13943	73	4	media	medium	NOUN
spir-13943	73	5	communication	communication	NOUN
spir-13943	73	6	,	,	PUNCT
spir-13943	73	7	36(5	36(5	NUM
spir-13943	73	8	)	)	PUNCT
spir-13943	73	9	,	,	PUNCT
spir-13943	73	10	466	466	NUM
spir-13943	73	11	-	-	SYM
spir-13943	73	12	481	481	NUM
spir-13943	73	13	.	.	PUNCT
spir-13943	74	1	sjöblom	sjöblom	PROPN
spir-13943	74	2	,	,	PUNCT
spir-13943	74	3	m.	m.	NOUN
spir-13943	74	4	,	,	PUNCT
spir-13943	74	5	&	&	CCONJ
spir-13943	74	6	hamari	hamari	X
spir-13943	74	7	,	,	PUNCT
spir-13943	74	8	j.	j.	PROPN
spir-13943	74	9	(	(	PUNCT
spir-13943	74	10	2017	2017	NUM
spir-13943	74	11	)	)	PUNCT
spir-13943	74	12	.	.	PUNCT
spir-13943	75	1	why	why	SCONJ
spir-13943	75	2	do	do	AUX
spir-13943	75	3	people	people	NOUN
spir-13943	75	4	watch	watch	VERB
spir-13943	75	5	others	other	NOUN
spir-13943	75	6	play	play	VERB
spir-13943	75	7	video	video	NOUN
spir-13943	75	8	games	game	NOUN
spir-13943	75	9	?	?	PUNCT
spir-13943	76	1	an	an	DET
spir-13943	76	2	empirical	empirical	ADJ
spir-13943	76	3	study	study	NOUN
spir-13943	76	4	on	on	ADP
spir-13943	76	5	the	the	DET
spir-13943	76	6	motivations	motivation	NOUN
spir-13943	76	7	of	of	ADP
spir-13943	76	8	twitch	twitch	ADJ
spir-13943	76	9	users	user	NOUN
spir-13943	76	10	.	.	PUNCT
spir-13943	77	1	computers	computer	NOUN
spir-13943	77	2	in	in	ADP
spir-13943	77	3	human	human	ADJ
spir-13943	77	4	behavior	behavior	NOUN
spir-13943	77	5	,	,	PUNCT
spir-13943	77	6	75	75	NUM
spir-13943	77	7	,	,	PUNCT
spir-13943	77	8	985	985	NUM
spir-13943	77	9	-	-	SYM
spir-13943	77	10	996	996	NUM
spir-13943	77	11	.	.	PUNCT
spir-13943	78	1	sjöblom	sjöblom	PROPN
spir-13943	78	2	,	,	PUNCT
spir-13943	78	3	m.	m.	NOUN
spir-13943	78	4	,	,	PUNCT
spir-13943	78	5	törhönen	törhönen	PROPN
spir-13943	78	6	,	,	PUNCT
spir-13943	78	7	m.	m.	NOUN
spir-13943	78	8	,	,	PUNCT
spir-13943	78	9	hamari	hamari	X
spir-13943	78	10	,	,	PUNCT
spir-13943	78	11	j.	j.	PROPN
spir-13943	78	12	,	,	PUNCT
spir-13943	78	13	&	&	CCONJ
spir-13943	78	14	macey	macey	PROPN
spir-13943	78	15	,	,	PUNCT
spir-13943	78	16	j.	j.	PROPN
spir-13943	78	17	(	(	PUNCT
spir-13943	78	18	2019	2019	NUM
spir-13943	78	19	)	)	PUNCT
spir-13943	78	20	.	.	PUNCT
spir-13943	79	1	the	the	DET
spir-13943	79	2	ingredients	ingredient	NOUN
spir-13943	79	3	of	of	ADP
spir-13943	79	4	twitch	twitch	ADJ
spir-13943	79	5	streaming	streaming	NOUN
spir-13943	79	6	:	:	PUNCT
spir-13943	79	7	affordances	affordance	NOUN
spir-13943	79	8	of	of	ADP
spir-13943	79	9	game	game	NOUN
spir-13943	79	10	streams	stream	NOUN
spir-13943	79	11	.	.	PUNCT
spir-13943	80	1	computers	computer	NOUN
spir-13943	80	2	in	in	ADP
spir-13943	80	3	human	human	ADJ
spir-13943	80	4	behavior	behavior	NOUN
spir-13943	80	5	,	,	PUNCT
spir-13943	80	6	92	92	NUM
spir-13943	80	7	,	,	PUNCT
spir-13943	80	8	2028	2028	NUM
spir-13943	80	9	.	.	PUNCT
spir-13943	81	1	woodcock	woodcock	NOUN
spir-13943	81	2	,	,	PUNCT
spir-13943	81	3	j.	j.	PROPN
spir-13943	81	4	,	,	PUNCT
spir-13943	81	5	&	&	CCONJ
spir-13943	81	6	johnson	johnson	PROPN
spir-13943	81	7	,	,	PUNCT
spir-13943	81	8	m.	m.	PROPN
spir-13943	81	9	r.	r.	PROPN
spir-13943	81	10	(	(	PUNCT
spir-13943	81	11	2019	2019	NUM
spir-13943	81	12	)	)	PUNCT
spir-13943	81	13	.	.	PUNCT
spir-13943	82	1	the	the	DET
spir-13943	82	2	affective	affective	ADJ
spir-13943	82	3	labour	labour	NOUN
spir-13943	82	4	and	and	CCONJ
spir-13943	82	5	performance	performance	NOUN
spir-13943	82	6	of	of	ADP
spir-13943	82	7	live	live	ADJ
spir-13943	82	8	streaming	streaming	NOUN
spir-13943	82	9	on	on	ADP
spir-13943	82	10	twitch.tv	twitch.tv	PROPN
spir-13943	82	11	.	.	PUNCT
spir-13943	83	1	television	television	PROPN
spir-13943	83	2	&	&	CCONJ
spir-13943	83	3	new	new	ADJ
spir-13943	83	4	media	medium	NOUN
spir-13943	83	5	,	,	PUNCT
spir-13943	83	6	20(8	20(8	NOUN
spir-13943	83	7	)	)	PUNCT
spir-13943	83	8	,	,	PUNCT
spir-13943	83	9	813–823	813–823	NUM
spir-13943	83	10	.	.	PUNCT
spir-13943	84	1	https://doi.org/10.1177/1527476419851077	https://doi.org/10.1177/1527476419851077	PROPN
spir-13943	84	2	wulf	wulf	PROPN
spir-13943	84	3	,	,	PUNCT
spir-13943	84	4	t.	t.	PROPN
spir-13943	84	5	,	,	PUNCT
spir-13943	84	6	schneider	schneider	PROPN
spir-13943	84	7	,	,	PUNCT
spir-13943	84	8	f.	f.	PROPN
spir-13943	84	9	m.	m.	PROPN
spir-13943	84	10	,	,	PUNCT
spir-13943	84	11	&	&	CCONJ
spir-13943	84	12	beckert	beckert	PROPN
spir-13943	84	13	,	,	PUNCT
spir-13943	84	14	s.	s.	PROPN
spir-13943	84	15	(	(	PUNCT
spir-13943	84	16	2020	2020	NUM
spir-13943	84	17	)	)	PUNCT
spir-13943	84	18	.	.	PUNCT
spir-13943	85	1	watching	watch	VERB
spir-13943	85	2	players	player	NOUN
spir-13943	85	3	:	:	PUNCT
spir-13943	85	4	an	an	DET
spir-13943	85	5	exploration	exploration	NOUN
spir-13943	85	6	of	of	ADP
spir-13943	85	7	media	medium	NOUN
spir-13943	85	8	enjoyment	enjoyment	NOUN
spir-13943	85	9	on	on	ADP
spir-13943	85	10	twitch	twitch	PROPN
spir-13943	85	11	.	.	PUNCT
spir-13943	85	12	games	game	NOUN
spir-13943	85	13	and	and	CCONJ
spir-13943	85	14	culture	culture	NOUN
spir-13943	85	15	,	,	PUNCT
spir-13943	85	16	15(3	15(3	NUM
spir-13943	85	17	)	)	PUNCT
spir-13943	85	18	,	,	PUNCT
spir-13943	85	19	328	328	NUM
spir-13943	85	20	-	-	SYM
spir-13943	85	21	346	346	NUM
spir-13943	85	22	.	.	PUNCT
spir-13943	85	23	https://doi.org/10.1177/1527476419851077	https://doi.org/10.1177/1527476419851077	X