id	sid	tid	token	lemma	pos
spir-11148	1	1	selected	select	VERB
spir-11148	1	2	papers	paper	NOUN
spir-11148	1	3	of	of	ADP
spir-11148	1	4	#	#	SYM
spir-11148	1	5	aoir2020	aoir2020	PROPN
spir-11148	1	6	:	:	PUNCT
spir-11148	1	7	the	the	DET
spir-11148	1	8	21st	21st	ADJ
spir-11148	1	9	annual	annual	ADJ
spir-11148	1	10	conference	conference	NOUN
spir-11148	1	11	of	of	ADP
spir-11148	1	12	the	the	DET
spir-11148	1	13	association	association	NOUN
spir-11148	1	14	of	of	ADP
spir-11148	1	15	internet	internet	NOUN
spir-11148	1	16	researchers	researcher	NOUN
spir-11148	1	17	virtual	virtual	ADJ
spir-11148	1	18	event	event	NOUN
spir-11148	1	19	/	/	PUNCT
spir-11148	1	20	27	27	NUM
spir-11148	1	21	-	-	SYM
spir-11148	1	22	31	31	NUM
spir-11148	1	23	october	october	PROPN
spir-11148	1	24	2020	2020	NUM
spir-11148	1	25	suggested	suggest	VERB
spir-11148	1	26	citation	citation	NOUN
spir-11148	1	27	(	(	PUNCT
spir-11148	1	28	apa	apa	PROPN
spir-11148	1	29	):	):	PUNCT
spir-11148	1	30	johnson	johnson	PROPN
spir-11148	1	31	,	,	PUNCT
spir-11148	1	32	m.	m.	PROPN
spir-11148	1	33	r.	r.	PROPN
spir-11148	1	34	;	;	PUNCT
spir-11148	1	35	woodcock	woodcock	NOUN
spir-11148	1	36	,	,	PUNCT
spir-11148	1	37	j.	j.	PROPN
spir-11148	1	38	;	;	PUNCT
spir-11148	1	39	bowman	bowman	PROPN
spir-11148	1	40	,	,	PUNCT
spir-11148	1	41	n.	n.	PROPN
spir-11148	1	42	;	;	PUNCT
spir-11148	1	43	partin	partin	PROPN
spir-11148	1	44	,	,	PUNCT
spir-11148	1	45	w.	w.	PROPN
spir-11148	1	46	&	&	CCONJ
spir-11148	1	47	jackson	jackson	PROPN
spir-11148	1	48	,	,	PUNCT
spir-11148	1	49	n.	n.	PROPN
spir-11148	1	50	(	(	PUNCT
spir-11148	1	51	2020	2020	NUM
spir-11148	1	52	,	,	PUNCT
spir-11148	1	53	october	october	PROPN
spir-11148	1	54	28	28	NUM
spir-11148	1	55	-	-	SYM
spir-11148	1	56	31	31	NUM
spir-11148	1	57	)	)	PUNCT
spir-11148	1	58	.	.	PUNCT
spir-11148	2	1	sociality	sociality	NOUN
spir-11148	2	2	and	and	CCONJ
spir-11148	2	3	monetization	monetization	NOUN
spir-11148	2	4	on	on	ADP
spir-11148	2	5	live	live	ADJ
spir-11148	2	6	streaming	streaming	NOUN
spir-11148	2	7	platforms	platform	NOUN
spir-11148	2	8	.	.	PUNCT
spir-11148	3	1	panel	panel	NOUN
spir-11148	3	2	presented	present	VERB
spir-11148	3	3	at	at	ADP
spir-11148	3	4	aoir	aoir	NOUN
spir-11148	3	5	2020	2020	NUM
spir-11148	3	6	:	:	PUNCT
spir-11148	3	7	the	the	DET
spir-11148	3	8	21th	21th	ADJ
spir-11148	3	9	annual	annual	ADJ
spir-11148	3	10	conference	conference	NOUN
spir-11148	3	11	of	of	ADP
spir-11148	3	12	the	the	DET
spir-11148	3	13	association	association	NOUN
spir-11148	3	14	of	of	ADP
spir-11148	3	15	internet	internet	NOUN
spir-11148	3	16	researchers	researcher	NOUN
spir-11148	3	17	.	.	PUNCT
spir-11148	4	1	dublin	dublin	PROPN
spir-11148	4	2	,	,	PUNCT
spir-11148	4	3	ireland	ireland	PROPN
spir-11148	4	4	:	:	PUNCT
spir-11148	4	5	aoir	aoir	NOUN
spir-11148	4	6	.	.	PUNCT
spir-11148	4	7	retrieved	retrieve	VERB
spir-11148	4	8	from	from	ADP
spir-11148	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11148	4	10	.	.	PUNCT
spir-11148	4	11	sociality	sociality	NOUN
spir-11148	4	12	and	and	CCONJ
spir-11148	4	13	monetization	monetization	NOUN
spir-11148	4	14	on	on	ADP
spir-11148	4	15	live	live	ADJ
spir-11148	4	16	streaming	streaming	NOUN
spir-11148	4	17	platforms	platform	NOUN
spir-11148	4	18	mark	mark	NOUN
spir-11148	4	19	r	r	PROPN
spir-11148	4	20	johnson	johnson	PROPN
spir-11148	4	21	phd	phd	PROPN
spir-11148	4	22	university	university	PROPN
spir-11148	4	23	of	of	ADP
spir-11148	4	24	sydney	sydney	PROPN
spir-11148	4	25	jamie	jamie	PROPN
spir-11148	4	26	woodcock	woodcock	PROPN
spir-11148	4	27	phd	phd	PROPN
spir-11148	4	28	the	the	DET
spir-11148	4	29	open	open	ADJ
spir-11148	4	30	university	university	PROPN
spir-11148	4	31	nick	nick	PROPN
spir-11148	4	32	bowman	bowman	PROPN
spir-11148	4	33	phd	phd	PROPN
spir-11148	4	34	texas	texas	PROPN
spir-11148	4	35	tech	tech	PROPN
spir-11148	4	36	university	university	PROPN
spir-11148	4	37	will	will	AUX
spir-11148	4	38	partin	partin	VERB
spir-11148	4	39	university	university	PROPN
spir-11148	4	40	of	of	ADP
spir-11148	4	41	north	north	PROPN
spir-11148	4	42	carolina	carolina	PROPN
spir-11148	4	43	at	at	ADP
spir-11148	4	44	chapel	chapel	PROPN
spir-11148	4	45	hill	hill	PROPN
spir-11148	4	46	nathan	nathan	PROPN
spir-11148	4	47	jackson	jackson	PROPN
spir-11148	4	48	university	university	PROPN
spir-11148	4	49	of	of	ADP
spir-11148	4	50	new	new	PROPN
spir-11148	4	51	south	south	PROPN
spir-11148	4	52	wales	wales	PROPN
spir-11148	4	53	introductory	introductory	ADJ
spir-11148	4	54	statement	statement	NOUN
spir-11148	4	55	this	this	DET
spir-11148	4	56	panel	panel	NOUN
spir-11148	4	57	presents	present	VERB
spir-11148	4	58	an	an	DET
spir-11148	4	59	overview	overview	NOUN
spir-11148	4	60	of	of	ADP
spir-11148	4	61	ongoing	ongoing	ADJ
spir-11148	4	62	research	research	NOUN
spir-11148	4	63	into	into	ADP
spir-11148	4	64	online	online	ADJ
spir-11148	4	65	“	"	PUNCT
spir-11148	4	66	live	live	ADJ
spir-11148	4	67	streaming	streaming	NOUN
spir-11148	4	68	”	"	PUNCT
spir-11148	4	69	platforms	platform	NOUN
spir-11148	4	70	,	,	PUNCT
spir-11148	4	71	which	which	PRON
spir-11148	4	72	offer	offer	VERB
spir-11148	4	73	the	the	DET
spir-11148	4	74	live	live	ADJ
spir-11148	4	75	broadcast	broadcast	NOUN
spir-11148	4	76	of	of	ADP
spir-11148	4	77	individuals	individual	NOUN
spir-11148	4	78	’	'	PUNCT
spir-11148	4	79	activities	activity	NOUN
spir-11148	4	80	primarily	primarily	ADV
spir-11148	4	81	but	but	CCONJ
spir-11148	4	82	not	not	PART
spir-11148	4	83	exclusively	exclusively	ADV
spir-11148	4	84	digital	digital	ADJ
spir-11148	4	85	gameplay	gameplay	NOUN
spir-11148	4	86	over	over	ADP
spir-11148	4	87	the	the	DET
spir-11148	4	88	internet	internet	NOUN
spir-11148	4	89	to	to	ADP
spir-11148	4	90	potentially	potentially	ADV
spir-11148	4	91	massive	massive	ADJ
spir-11148	4	92	worldwide	worldwide	ADJ
spir-11148	4	93	audiences	audience	NOUN
spir-11148	4	94	.	.	PUNCT
spir-11148	5	1	the	the	DET
spir-11148	5	2	largest	large	ADJ
spir-11148	5	3	platform	platform	NOUN
spir-11148	5	4	in	in	ADP
spir-11148	5	5	this	this	DET
spir-11148	5	6	area	area	NOUN
spir-11148	5	7	(	(	PUNCT
spir-11148	5	8	on	on	ADP
spir-11148	5	9	which	which	PRON
spir-11148	5	10	we	we	PRON
spir-11148	5	11	focus	focus	VERB
spir-11148	5	12	)	)	PUNCT
spir-11148	5	13	is	be	AUX
spir-11148	5	14	twitch.tv	twitch.tv	NUM
spir-11148	5	15	,	,	PUNCT
spir-11148	5	16	already	already	ADV
spir-11148	5	17	the	the	DET
spir-11148	5	18	30th	30th	ADJ
spir-11148	5	19	most	most	ADV
spir-11148	5	20	-	-	PUNCT
spir-11148	5	21	viewed	view	VERB
spir-11148	5	22	website	website	NOUN
spir-11148	5	23	in	in	ADP
spir-11148	5	24	the	the	DET
spir-11148	5	25	world	world	NOUN
spir-11148	5	26	,	,	PUNCT
spir-11148	5	27	with	with	ADP
spir-11148	5	28	comparable	comparable	ADJ
spir-11148	5	29	platforms	platform	NOUN
spir-11148	5	30	boasting	boast	VERB
spir-11148	5	31	large	large	ADJ
spir-11148	5	32	viewing	view	VERB
spir-11148	5	33	numbers	number	NOUN
spir-11148	5	34	in	in	ADP
spir-11148	5	35	china	china	PROPN
spir-11148	5	36	,	,	PUNCT
spir-11148	5	37	korea	korea	PROPN
spir-11148	5	38	,	,	PUNCT
spir-11148	5	39	and	and	CCONJ
spir-11148	5	40	japan	japan	PROPN
spir-11148	5	41	.	.	PUNCT
spir-11148	6	1	marking	mark	VERB
spir-11148	6	2	live	live	ADJ
spir-11148	6	3	streaming	streaming	NOUN
spir-11148	6	4	out	out	ADP
spir-11148	6	5	from	from	ADP
spir-11148	6	6	other	other	ADJ
spir-11148	6	7	forms	form	NOUN
spir-11148	6	8	of	of	ADP
spir-11148	6	9	online	online	ADJ
spir-11148	6	10	media	medium	NOUN
spir-11148	6	11	is	be	AUX
spir-11148	6	12	the	the	DET
spir-11148	6	13	potential	potential	NOUN
spir-11148	6	14	for	for	ADP
spir-11148	6	15	rapid	rapid	ADJ
spir-11148	6	16	back	back	NOUN
spir-11148	6	17	-	-	PUNCT
spir-11148	6	18	and	and	CCONJ
spir-11148	6	19	-	-	PUNCT
spir-11148	6	20	forth	forth	NOUN
spir-11148	6	21	communication	communication	NOUN
spir-11148	6	22	between	between	ADP
spir-11148	6	23	“	"	PUNCT
spir-11148	6	24	streamers	streamer	NOUN
spir-11148	6	25	”	"	PUNCT
spir-11148	6	26	and	and	CCONJ
spir-11148	6	27	their	their	PRON
spir-11148	6	28	potentially	potentially	ADV
spir-11148	6	29	tens	ten	NOUN
spir-11148	6	30	of	of	ADP
spir-11148	6	31	thousands	thousand	NOUN
spir-11148	6	32	of	of	ADP
spir-11148	6	33	concurrent	concurrent	ADJ
spir-11148	6	34	viewers	viewer	NOUN
spir-11148	6	35	,	,	PUNCT
spir-11148	6	36	with	with	ADP
spir-11148	6	37	often	often	ADV
spir-11148	6	38	only	only	ADV
spir-11148	6	39	a	a	DET
spir-11148	6	40	few	few	ADJ
spir-11148	6	41	seconds	second	NOUN
spir-11148	6	42	of	of	ADP
spir-11148	6	43	time	time	NOUN
spir-11148	6	44	lag	lag	NOUN
spir-11148	6	45	.	.	PUNCT
spir-11148	7	1	equally	equally	ADV
spir-11148	7	2	,	,	PUNCT
spir-11148	7	3	much	much	ADJ
spir-11148	7	4	of	of	ADP
spir-11148	7	5	this	this	DET
spir-11148	7	6	communication	communication	NOUN
spir-11148	7	7	is	be	AUX
spir-11148	7	8	tied	tie	VERB
spir-11148	7	9	to	to	ADP
spir-11148	7	10	impressive	impressive	ADJ
spir-11148	7	11	volume	volume	NOUN
spir-11148	7	12	of	of	ADP
spir-11148	7	13	altruistic	altruistic	ADJ
spir-11148	7	14	financial	financial	ADJ
spir-11148	7	15	support	support	NOUN
spir-11148	7	16	from	from	ADP
spir-11148	7	17	loyal	loyal	ADJ
spir-11148	7	18	viewers	viewer	NOUN
spir-11148	7	19	,	,	PUNCT
spir-11148	7	20	with	with	ADP
spir-11148	7	21	the	the	DET
spir-11148	7	22	most	most	ADV
spir-11148	7	23	successful	successful	ADJ
spir-11148	7	24	of	of	ADP
spir-11148	7	25	the	the	DET
spir-11148	7	26	world	world	NOUN
spir-11148	7	27	’s	’s	PART
spir-11148	7	28	several	several	ADJ
spir-11148	7	29	thousand	thousand	NUM
spir-11148	7	30	full	full	ADJ
spir-11148	7	31	-	-	PUNCT
spir-11148	7	32	time	time	NOUN
spir-11148	7	33	professional	professional	ADJ
spir-11148	7	34	live	live	ADJ
spir-11148	7	35	streamers	streamer	NOUN
spir-11148	7	36	bringing	bring	VERB
spir-11148	7	37	in	in	ADP
spir-11148	7	38	several	several	ADJ
spir-11148	7	39	million	million	NUM
spir-11148	7	40	usd	usd	NOUN
spir-11148	7	41	per	per	ADP
spir-11148	7	42	year	year	NOUN
spir-11148	7	43	.	.	PUNCT
spir-11148	8	1	live	live	ADJ
spir-11148	8	2	streaming	streaming	NOUN
spir-11148	8	3	is	be	AUX
spir-11148	8	4	a	a	DET
spir-11148	8	5	major	major	ADJ
spir-11148	8	6	growing	grow	VERB
spir-11148	8	7	interdisciplinary	interdisciplinary	ADJ
spir-11148	8	8	area	area	NOUN
spir-11148	8	9	of	of	ADP
spir-11148	8	10	internet	internet	NOUN
spir-11148	8	11	research	research	NOUN
spir-11148	8	12	,	,	PUNCT
spir-11148	8	13	drawing	draw	VERB
spir-11148	8	14	primarily	primarily	ADV
spir-11148	8	15	on	on	ADP
spir-11148	8	16	media	medium	NOUN
spir-11148	8	17	studies	study	NOUN
spir-11148	8	18	but	but	CCONJ
spir-11148	8	19	also	also	ADV
spir-11148	8	20	scholars	scholar	NOUN
spir-11148	8	21	from	from	ADP
spir-11148	8	22	psychology	psychology	NOUN
spir-11148	8	23	,	,	PUNCT
spir-11148	8	24	sociology	sociology	NOUN
spir-11148	8	25	,	,	PUNCT
spir-11148	8	26	human	human	NOUN
spir-11148	8	27	-	-	PUNCT
spir-11148	8	28	computer	computer	NOUN
spir-11148	8	29	interaction	interaction	NOUN
spir-11148	8	30	,	,	PUNCT
spir-11148	8	31	and	and	CCONJ
spir-11148	8	32	political	political	ADJ
spir-11148	8	33	economy	economy	NOUN
spir-11148	8	34	.	.	PUNCT
spir-11148	9	1	in	in	ADP
spir-11148	9	2	turn	turn	NOUN
spir-11148	9	3	it	it	PRON
spir-11148	9	4	has	have	AUX
spir-11148	9	5	begun	begin	VERB
spir-11148	9	6	to	to	PART
spir-11148	9	7	build	build	VERB
spir-11148	9	8	a	a	DET
spir-11148	9	9	presence	presence	NOUN
spir-11148	9	10	within	within	ADP
spir-11148	9	11	platform	platform	NOUN
spir-11148	9	12	studies	study	NOUN
spir-11148	9	13	,	,	PUNCT
spir-11148	9	14	game	game	NOUN
spir-11148	9	15	studies	study	NOUN
spir-11148	9	16	,	,	PUNCT
spir-11148	9	17	and	and	CCONJ
spir-11148	9	18	social	social	ADJ
spir-11148	9	19	media	medium	NOUN
spir-11148	9	20	research	research	NOUN
spir-11148	9	21	,	,	PUNCT
spir-11148	9	22	given	give	VERB
spir-11148	9	23	the	the	DET
spir-11148	9	24	complex	complex	ADJ
spir-11148	9	25	nature	nature	NOUN
spir-11148	9	26	of	of	ADP
spir-11148	9	27	the	the	DET
spir-11148	9	28	phenomenon	phenomenon	NOUN
spir-11148	9	29	cutting	cut	VERB
spir-11148	9	30	across	across	ADP
spir-11148	9	31	many	many	ADJ
spir-11148	9	32	traditional	traditional	ADJ
spir-11148	9	33	definitions	definition	NOUN
spir-11148	9	34	of	of	ADP
spir-11148	9	35	media	medium	NOUN
spir-11148	9	36	forms	form	NOUN
spir-11148	9	37	and	and	CCONJ
spir-11148	9	38	online	online	ADJ
spir-11148	9	39	media	medium	NOUN
spir-11148	9	40	-	-	PUNCT
spir-11148	9	41	related	relate	VERB
spir-11148	9	42	behaviours	behaviour	NOUN
spir-11148	9	43	.	.	PUNCT
spir-11148	10	1	the	the	DET
spir-11148	10	2	four	four	NUM
spir-11148	10	3	papers	paper	NOUN
spir-11148	10	4	here	here	ADV
spir-11148	10	5	will	will	AUX
spir-11148	10	6	each	each	PRON
spir-11148	10	7	cover	cover	VERB
spir-11148	10	8	an	an	DET
spir-11148	10	9	element	element	NOUN
spir-11148	10	10	of	of	ADP
spir-11148	10	11	understanding	understand	VERB
spir-11148	10	12	live	live	ADJ
spir-11148	10	13	streaming	streaming	NOUN
spir-11148	10	14	platforms	platform	NOUN
spir-11148	10	15	,	,	PUNCT
spir-11148	10	16	moving	move	VERB
spir-11148	10	17	from	from	ADP
spir-11148	10	18	foundational	foundational	ADJ
spir-11148	10	19	theory	theory	NOUN
spir-11148	10	20	into	into	ADP
spir-11148	10	21	sociality	sociality	NOUN
spir-11148	10	22	and	and	CCONJ
spir-11148	10	23	consequently	consequently	ADV
spir-11148	10	24	into	into	ADP
spir-11148	10	25	the	the	DET
spir-11148	10	26	monetization	monetization	NOUN
spir-11148	10	27	of	of	ADP
spir-11148	10	28	these	these	DET
spir-11148	10	29	same	same	ADJ
spir-11148	10	30	social	social	ADJ
spir-11148	10	31	practices	practice	NOUN
spir-11148	10	32	by	by	ADP
spir-11148	10	33	both	both	CCONJ
spir-11148	10	34	the	the	DET
spir-11148	10	35	platform	platform	NOUN
spir-11148	10	36	and	and	CCONJ
spir-11148	10	37	the	the	DET
spir-11148	10	38	live	live	ADJ
spir-11148	10	39	streamers	streamer	NOUN
spir-11148	10	40	who	who	PRON
spir-11148	10	41	make	make	VERB
spir-11148	10	42	a	a	DET
spir-11148	10	43	living	living	NOUN
spir-11148	10	44	on	on	ADP
spir-11148	10	45	it	it	PRON
spir-11148	10	46	.	.	PUNCT
spir-11148	11	1	specifically	specifically	ADV
spir-11148	11	2	,	,	PUNCT
spir-11148	11	3	the	the	DET
spir-11148	11	4	first	first	ADJ
spir-11148	11	5	talk	talk	NOUN
spir-11148	11	6	addresses	address	NOUN
spir-11148	11	7	itself	itself	PRON
spir-11148	11	8	to	to	ADP
spir-11148	11	9	the	the	DET
spir-11148	11	10	sociality	sociality	NOUN
spir-11148	11	11	of	of	ADP
spir-11148	11	12	live	live	ADJ
spir-11148	11	13	streaming	streaming	NOUN
spir-11148	11	14	,	,	PUNCT
spir-11148	11	15	which	which	PRON
spir-11148	11	16	unlike	unlike	ADP
spir-11148	11	17	most	most	ADJ
spir-11148	11	18	traditional	traditional	ADJ
spir-11148	11	19	video	video	NOUN
spir-11148	11	20	media	medium	NOUN
spir-11148	11	21	formats	format	NOUN
spir-11148	11	22	enables	enable	VERB
spir-11148	11	23	a	a	DET
spir-11148	11	24	rapid	rapid	ADJ
spir-11148	11	25	live	live	ADJ
spir-11148	11	26	exchange	exchange	NOUN
spir-11148	11	27	of	of	ADP
spir-11148	11	28	comments	comment	NOUN
spir-11148	11	29	and	and	CCONJ
spir-11148	11	30	conversation	conversation	NOUN
spir-11148	11	31	between	between	ADP
spir-11148	11	32	live	live	ADJ
spir-11148	11	33	streaming	streaming	NOUN
spir-11148	11	34	producers	producer	NOUN
spir-11148	11	35	and	and	CCONJ
spir-11148	11	36	consumers	consumer	NOUN
spir-11148	11	37	,	,	PUNCT
spir-11148	11	38	both	both	PRON
spir-11148	11	39	enabled	enable	VERB
spir-11148	11	40	by	by	ADP
spir-11148	11	41	and	and	CCONJ
spir-11148	11	42	in	in	ADP
spir-11148	11	43	turn	turn	NOUN
spir-11148	11	44	shaping	shape	VERB
spir-11148	11	45	the	the	DET
spir-11148	11	46	affordances	affordance	NOUN
spir-11148	11	47	of	of	ADP
spir-11148	11	48	these	these	DET
spir-11148	11	49	platforms	platform	NOUN
spir-11148	11	50	.	.	PUNCT
spir-11148	12	1	the	the	DET
spir-11148	12	2	second	second	ADJ
spir-11148	12	3	,	,	PUNCT
spir-11148	12	4	third	third	ADJ
spir-11148	12	5	and	and	CCONJ
spir-11148	12	6	fourth	fourth	ADJ
spir-11148	12	7	papers	paper	NOUN
spir-11148	12	8	then	then	ADV
spir-11148	12	9	turn	turn	VERB
spir-11148	12	10	to	to	ADP
spir-11148	12	11	addressing	address	VERB
spir-11148	12	12	the	the	DET
spir-11148	12	13	monetization	monetization	NOUN
spir-11148	12	14	of	of	ADP
spir-11148	12	15	such	such	ADJ
spir-11148	12	16	emerging	emerge	VERB
spir-11148	12	17	social	social	ADJ
spir-11148	12	18	behaviours	behaviour	NOUN
spir-11148	12	19	and	and	CCONJ
spir-11148	12	20	their	their	PRON
spir-11148	12	21	entanglements	entanglement	NOUN
spir-11148	12	22	with	with	ADP
spir-11148	12	23	affective	affective	ADJ
spir-11148	12	24	labour	labour	NOUN
spir-11148	12	25	on	on	ADP
spir-11148	12	26	the	the	DET
spir-11148	12	27	platform	platform	NOUN
spir-11148	12	28	.	.	PUNCT
spir-11148	13	1	the	the	DET
spir-11148	13	2	second	second	ADJ
spir-11148	13	3	paper	paper	NOUN
spir-11148	13	4	presents	present	VERB
spir-11148	13	5	an	an	DET
spir-11148	13	6	overview	overview	NOUN
spir-11148	13	7	and	and	CCONJ
spir-11148	13	8	first	first	ADJ
spir-11148	13	9	typology	typology	NOUN
spir-11148	13	10	of	of	ADP
spir-11148	13	11	monetization	monetization	NOUN
spir-11148	13	12	methods	method	NOUN
spir-11148	13	13	in	in	ADP
spir-11148	13	14	live	live	ADJ
spir-11148	13	15	streaming	streaming	NOUN
spir-11148	13	16	,	,	PUNCT
spir-11148	13	17	focusing	focus	VERB
spir-11148	13	18	in	in	ADP
spir-11148	13	19	particular	particular	ADJ
spir-11148	13	20	on	on	ADP
spir-11148	13	21	the	the	DET
spir-11148	13	22	gamified	gamifie	VERB
spir-11148	13	23	and	and	CCONJ
spir-11148	13	24	“	"	PUNCT
spir-11148	13	25	gamblified	gamblifie	VERB
spir-11148	13	26	”	"	PUNCT
spir-11148	13	27	elements	element	NOUN
spir-11148	13	28	of	of	ADP
spir-11148	13	29	making	make	VERB
spir-11148	13	30	money	money	NOUN
spir-11148	13	31	through	through	ADP
spir-11148	13	32	the	the	DET
spir-11148	13	33	practice	practice	NOUN
spir-11148	13	34	,	,	PUNCT
spir-11148	13	35	as	as	ADV
spir-11148	13	36	well	well	ADV
spir-11148	13	37	as	as	ADP
spir-11148	13	38	how	how	SCONJ
spir-11148	13	39	these	these	DET
spir-11148	13	40	practices	practice	NOUN
spir-11148	13	41	have	have	AUX
spir-11148	13	42	evolved	evolve	VERB
spir-11148	13	43	through	through	ADP
spir-11148	13	44	a	a	DET
spir-11148	13	45	three	three	NUM
spir-11148	13	46	-	-	PUNCT
spir-11148	13	47	way	way	NOUN
spir-11148	13	48	dialogue	dialogue	NOUN
spir-11148	13	49	between	between	ADP
spir-11148	13	50	viewers	viewer	NOUN
spir-11148	13	51	,	,	PUNCT
spir-11148	13	52	“	"	PUNCT
spir-11148	13	53	streamers	streamer	NOUN
spir-11148	13	54	”	"	PUNCT
spir-11148	13	55	,	,	PUNCT
spir-11148	13	56	and	and	CCONJ
spir-11148	13	57	platforms	platform	NOUN
spir-11148	13	58	.	.	PUNCT
spir-11148	14	1	the	the	DET
spir-11148	14	2	third	third	ADJ
spir-11148	14	3	paper	paper	NOUN
spir-11148	14	4	builds	build	VERB
spir-11148	14	5	on	on	ADP
spir-11148	14	6	this	this	PRON
spir-11148	14	7	by	by	ADP
spir-11148	14	8	examining	examine	VERB
spir-11148	14	9	in	in	ADP
spir-11148	14	10	detail	detail	NOUN
spir-11148	14	11	the	the	DET
spir-11148	14	12	on	on	ADP
spir-11148	14	13	-	-	PUNCT
spir-11148	14	14	platform	platform	NOUN
spir-11148	14	15	currency	currency	NOUN
spir-11148	14	16	of	of	ADP
spir-11148	14	17	marketleading	marketleade	VERB
spir-11148	14	18	platform	platform	NOUN
spir-11148	14	19	twitch	twitch	NOUN
spir-11148	14	20	,	,	PUNCT
spir-11148	14	21	known	know	VERB
spir-11148	14	22	as	as	ADP
spir-11148	14	23	“	"	PUNCT
spir-11148	14	24	bits	bit	NOUN
spir-11148	14	25	”	"	PUNCT
spir-11148	14	26	,	,	PUNCT
spir-11148	14	27	and	and	CCONJ
spir-11148	14	28	how	how	SCONJ
spir-11148	14	29	the	the	DET
spir-11148	14	30	platform	platform	NOUN
spir-11148	14	31	captured	capture	VERB
spir-11148	14	32	donations	donation	NOUN
spir-11148	14	33	from	from	ADP
spir-11148	14	34	viewers	viewer	NOUN
spir-11148	14	35	through	through	ADP
spir-11148	14	36	the	the	DET
spir-11148	14	37	implementation	implementation	NOUN
spir-11148	14	38	of	of	ADP
spir-11148	14	39	this	this	DET
spir-11148	14	40	currency	currency	NOUN
spir-11148	14	41	system	system	NOUN
spir-11148	14	42	.	.	PUNCT
spir-11148	15	1	the	the	DET
spir-11148	15	2	fourth	fourth	ADJ
spir-11148	15	3	and	and	CCONJ
spir-11148	15	4	final	final	ADJ
spir-11148	15	5	paper	paper	NOUN
spir-11148	15	6	will	will	AUX
spir-11148	15	7	then	then	ADV
spir-11148	15	8	further	far	ADV
spir-11148	15	9	develop	develop	VERB
spir-11148	15	10	these	these	DET
spir-11148	15	11	critical	critical	ADJ
spir-11148	15	12	enquiries	enquiry	NOUN
spir-11148	15	13	into	into	ADP
spir-11148	15	14	monetization	monetization	NOUN
spir-11148	15	15	methods	method	NOUN
spir-11148	15	16	and	and	CCONJ
spir-11148	15	17	platform	platform	NOUN
spir-11148	15	18	dynamics	dynamic	NOUN
spir-11148	15	19	by	by	ADP
spir-11148	15	20	presenting	present	VERB
spir-11148	15	21	a	a	DET
spir-11148	15	22	number	number	NOUN
spir-11148	15	23	of	of	ADP
spir-11148	15	24	extremely	extremely	ADV
spir-11148	15	25	contemporary	contemporary	ADJ
spir-11148	15	26	developments	development	NOUN
spir-11148	15	27	in	in	ADP
spir-11148	15	28	this	this	DET
spir-11148	15	29	area	area	NOUN
spir-11148	15	30	on	on	ADP
spir-11148	15	31	twitch	twitch	PROPN
spir-11148	15	32	,	,	PUNCT
spir-11148	15	33	exploring	explore	VERB
spir-11148	15	34	new	new	ADJ
spir-11148	15	35	the	the	DET
spir-11148	15	36	routes	route	NOUN
spir-11148	15	37	for	for	ADP
spir-11148	15	38	capital	capital	NOUN
spir-11148	15	39	flow	flow	NOUN
spir-11148	15	40	enabled	enable	VERB
spir-11148	15	41	by	by	ADP
spir-11148	15	42	new	new	ADJ
spir-11148	15	43	platform	platform	NOUN
spir-11148	15	44	infrastructures	infrastructure	NOUN
spir-11148	15	45	and	and	CCONJ
spir-11148	15	46	technological	technological	ADJ
spir-11148	15	47	systems	system	NOUN
spir-11148	15	48	.	.	PUNCT
spir-11148	16	1	in	in	ADP
spir-11148	16	2	spite	spite	NOUN
spir-11148	16	3	of	of	ADP
spir-11148	16	4	the	the	DET
spir-11148	16	5	size	size	NOUN
spir-11148	16	6	and	and	CCONJ
spir-11148	16	7	impact	impact	NOUN
spir-11148	16	8	of	of	ADP
spir-11148	16	9	live	live	ADJ
spir-11148	16	10	streaming	streaming	NOUN
spir-11148	16	11	platforms	platform	NOUN
spir-11148	16	12	,	,	PUNCT
spir-11148	16	13	the	the	DET
spir-11148	16	14	phenomenon	phenomenon	NOUN
spir-11148	16	15	remains	remain	VERB
spir-11148	16	16	relatively	relatively	ADV
spir-11148	16	17	alien	alien	ADJ
spir-11148	16	18	to	to	ADP
spir-11148	16	19	many	many	ADJ
spir-11148	16	20	scholars	scholar	NOUN
spir-11148	16	21	when	when	SCONJ
spir-11148	16	22	compared	compare	VERB
spir-11148	16	23	to	to	ADP
spir-11148	16	24	more	more	ADV
spir-11148	16	25	traditional	traditional	ADJ
spir-11148	16	26	and	and	CCONJ
spir-11148	16	27	studied	study	VERB
spir-11148	16	28	forms	form	NOUN
spir-11148	16	29	of	of	ADP
spir-11148	16	30	social	social	ADJ
spir-11148	16	31	media	medium	NOUN
spir-11148	16	32	.	.	PUNCT
spir-11148	17	1	drawing	draw	VERB
spir-11148	17	2	on	on	ADP
spir-11148	17	3	a	a	DET
spir-11148	17	4	diverse	diverse	ADJ
spir-11148	17	5	range	range	NOUN
spir-11148	17	6	of	of	ADP
spir-11148	17	7	theoretical	theoretical	ADJ
spir-11148	17	8	perspectives	perspective	NOUN
spir-11148	17	9	including	include	VERB
spir-11148	17	10	platform	platform	NOUN
spir-11148	17	11	studies	study	NOUN
spir-11148	17	12	,	,	PUNCT
spir-11148	17	13	science	science	NOUN
spir-11148	17	14	and	and	CCONJ
spir-11148	17	15	technology	technology	NOUN
spir-11148	17	16	studies	study	NOUN
spir-11148	17	17	,	,	PUNCT
spir-11148	17	18	labour	labour	ADJ
spir-11148	17	19	studies	study	NOUN
spir-11148	17	20	and	and	CCONJ
spir-11148	17	21	discourse	discourse	NOUN
spir-11148	17	22	analysis	analysis	NOUN
spir-11148	17	23	,	,	PUNCT
spir-11148	17	24	these	these	DET
spir-11148	17	25	papers	paper	NOUN
spir-11148	17	26	represent	represent	VERB
spir-11148	17	27	numerous	numerous	ADJ
spir-11148	17	28	directions	direction	NOUN
spir-11148	17	29	of	of	ADP
spir-11148	17	30	enquiry	enquiry	NOUN
spir-11148	17	31	at	at	ADP
spir-11148	17	32	the	the	DET
spir-11148	17	33	forefront	forefront	NOUN
spir-11148	17	34	of	of	ADP
spir-11148	17	35	live	live	ADJ
spir-11148	17	36	streaming	streaming	NOUN
spir-11148	17	37	research	research	NOUN
spir-11148	17	38	.	.	PUNCT
spir-11148	18	1	we	we	PRON
spir-11148	18	2	now	now	ADV
spir-11148	18	3	proceed	proceed	VERB
spir-11148	18	4	to	to	PART
spir-11148	18	5	outline	outline	VERB
spir-11148	18	6	the	the	DET
spir-11148	18	7	abstracts	abstract	NOUN
spir-11148	18	8	for	for	ADP
spir-11148	18	9	the	the	DET
spir-11148	18	10	four	four	NUM
spir-11148	18	11	constituent	constituent	NOUN
spir-11148	18	12	talks	talk	NOUN
spir-11148	18	13	in	in	ADP
spir-11148	18	14	this	this	DET
spir-11148	18	15	panel	panel	NOUN
spir-11148	18	16	(	(	PUNCT
spir-11148	18	17	three	three	NUM
spir-11148	18	18	included	include	VERB
spir-11148	18	19	in	in	ADP
spir-11148	18	20	video	video	NOUN
spir-11148	18	21	upload	upload	NOUN
spir-11148	18	22	)	)	PUNCT
spir-11148	18	23	.	.	PUNCT
spir-11148	19	1	the	the	DET
spir-11148	19	2	social	social	ADJ
spir-11148	19	3	demands	demand	NOUN
spir-11148	19	4	of	of	ADP
spir-11148	19	5	live	live	ADJ
spir-11148	19	6	streaming	streaming	NOUN
spir-11148	19	7	platform	platform	NOUN
spir-11148	19	8	audiences	audience	NOUN
spir-11148	19	9	nick	nick	PROPN
spir-11148	19	10	bowman	bowman	PROPN
spir-11148	19	11	,	,	PUNCT
spir-11148	19	12	texas	texas	PROPN
spir-11148	19	13	tech	tech	PROPN
spir-11148	19	14	university	university	PROPN
spir-11148	19	15	whether	whether	SCONJ
spir-11148	19	16	one	one	NOUN
spir-11148	19	17	is	be	AUX
spir-11148	19	18	live	live	ADJ
spir-11148	19	19	-	-	PUNCT
spir-11148	19	20	streaming	streaming	NOUN
spir-11148	19	21	to	to	ADP
spir-11148	19	22	an	an	DET
spir-11148	19	23	audience	audience	NOUN
spir-11148	19	24	approaching	approach	VERB
spir-11148	19	25	zero	zero	NUM
spir-11148	19	26	or	or	CCONJ
spir-11148	19	27	an	an	DET
spir-11148	19	28	audience	audience	NOUN
spir-11148	19	29	approaching	approach	VERB
spir-11148	19	30	tens	ten	NOUN
spir-11148	19	31	of	of	ADP
spir-11148	19	32	thousands	thousand	NOUN
spir-11148	19	33	(	(	PUNCT
spir-11148	19	34	or	or	CCONJ
spir-11148	19	35	more	more	ADJ
spir-11148	19	36	;	;	PUNCT
spir-11148	19	37	taylor	taylor	PROPN
spir-11148	19	38	,	,	PUNCT
spir-11148	19	39	2018	2018	NUM
spir-11148	19	40	)	)	PUNCT
spir-11148	19	41	,	,	PUNCT
spir-11148	19	42	technologies	technology	NOUN
spir-11148	19	43	that	that	PRON
spir-11148	19	44	allow	allow	VERB
spir-11148	19	45	us	we	PRON
spir-11148	19	46	to	to	PART
spir-11148	19	47	broadcast	broadcast	VERB
spir-11148	19	48	ourselves	ourselves	PRON
spir-11148	19	49	have	have	AUX
spir-11148	19	50	brought	bring	VERB
spir-11148	19	51	the	the	DET
spir-11148	19	52	social	social	ADJ
spir-11148	19	53	history	history	NOUN
spir-11148	19	54	of	of	ADP
spir-11148	19	55	gaming	gaming	NOUN
spir-11148	19	56	to	to	ADP
spir-11148	19	57	the	the	DET
spir-11148	19	58	fore	fore	NOUN
spir-11148	19	59	.	.	PUNCT
spir-11148	20	1	videogames	videogame	NOUN
spir-11148	20	2	can	can	AUX
spir-11148	20	3	be	be	AUX
spir-11148	20	4	played	play	VERB
spir-11148	20	5	in	in	ADP
spir-11148	20	6	isolation	isolation	NOUN
spir-11148	20	7	,	,	PUNCT
spir-11148	20	8	but	but	CCONJ
spir-11148	20	9	the	the	DET
spir-11148	20	10	technology	technology	NOUN
spir-11148	20	11	has	have	VERB
spir-11148	20	12	a	a	DET
spir-11148	20	13	broad	broad	ADJ
spir-11148	20	14	and	and	CCONJ
spir-11148	20	15	deep	deep	ADJ
spir-11148	20	16	social	social	ADJ
spir-11148	20	17	history	history	NOUN
spir-11148	20	18	(	(	PUNCT
spir-11148	20	19	bowman	bowman	PROPN
spir-11148	20	20	,	,	PUNCT
spir-11148	20	21	et	et	PROPN
spir-11148	20	22	al	al	PROPN
spir-11148	20	23	.	.	PROPN
spir-11148	20	24	,	,	PUNCT
spir-11148	20	25	2013	2013	NUM
spir-11148	20	26	;	;	PUNCT
spir-11148	21	1	lin	lin	PROPN
spir-11148	21	2	et	et	PROPN
spir-11148	21	3	al	al	PROPN
spir-11148	21	4	.	.	PROPN
spir-11148	21	5	,	,	PUNCT
spir-11148	21	6	2018	2018	NUM
spir-11148	21	7	)	)	PUNCT
spir-11148	21	8	.	.	PUNCT
spir-11148	22	1	the	the	DET
spir-11148	22	2	earliest	early	ADJ
spir-11148	22	3	gaming	gaming	NOUN
spir-11148	22	4	technologies	technology	NOUN
spir-11148	22	5	were	be	AUX
spir-11148	22	6	designed	design	VERB
spir-11148	22	7	with	with	ADP
spir-11148	22	8	multiple	multiple	ADJ
spir-11148	22	9	human	human	ADJ
spir-11148	22	10	players	player	NOUN
spir-11148	22	11	in	in	ADP
spir-11148	22	12	mind	mind	NOUN
spir-11148	22	13	(	(	PUNCT
spir-11148	22	14	as	as	SCONJ
spir-11148	22	15	technological	technological	ADJ
spir-11148	22	16	limitations	limitation	NOUN
spir-11148	22	17	did	do	AUX
spir-11148	22	18	not	not	PART
spir-11148	22	19	allow	allow	VERB
spir-11148	22	20	for	for	ADP
spir-11148	22	21	simulated	simulate	VERB
spir-11148	22	22	intelligent	intelligent	ADJ
spir-11148	22	23	opponents	opponent	NOUN
spir-11148	22	24	)	)	PUNCT
spir-11148	22	25	.	.	PUNCT
spir-11148	23	1	games	game	NOUN
spir-11148	23	2	moved	move	VERB
spir-11148	23	3	quickly	quickly	ADV
spir-11148	23	4	into	into	ADP
spir-11148	23	5	spectated	spectate	VERB
spir-11148	23	6	social	social	ADJ
spir-11148	23	7	places	place	NOUN
spir-11148	23	8	,	,	PUNCT
spir-11148	23	9	such	such	ADJ
spir-11148	23	10	as	as	ADP
spir-11148	23	11	bars	bar	NOUN
spir-11148	23	12	and	and	CCONJ
spir-11148	23	13	taverns	tavern	NOUN
spir-11148	23	14	—	—	PUNCT
spir-11148	23	15	the	the	DET
spir-11148	23	16	first	first	ADJ
spir-11148	23	17	pong	pong	ADJ
spir-11148	23	18	game	game	NOUN
spir-11148	23	19	was	be	AUX
spir-11148	23	20	so	so	ADV
spir-11148	23	21	stuffed	stuff	VERB
spir-11148	23	22	with	with	ADP
spir-11148	23	23	coins	coin	NOUN
spir-11148	23	24	that	that	PRON
spir-11148	23	25	they	they	PRON
spir-11148	23	26	jammed	jam	VERB
spir-11148	23	27	the	the	DET
spir-11148	23	28	machine	machine	NOUN
spir-11148	23	29	’s	’s	PART
spir-11148	23	30	internal	internal	ADJ
spir-11148	23	31	mechanisms	mechanism	NOUN
spir-11148	23	32	(	(	PUNCT
spir-11148	23	33	computer	computer	NOUN
spir-11148	23	34	history	history	NOUN
spir-11148	23	35	museum	museum	PROPN
spir-11148	23	36	,	,	PUNCT
spir-11148	23	37	n.d	n.d	PROPN
spir-11148	23	38	.	.	PROPN
spir-11148	23	39	)	)	PUNCT
spir-11148	23	40	.	.	PUNCT
spir-11148	24	1	more	more	ADJ
spir-11148	24	2	youth	youth	NOUN
spir-11148	24	3	-	-	PUNCT
spir-11148	24	4	oriented	orient	VERB
spir-11148	24	5	video	video	NOUN
spir-11148	24	6	game	game	NOUN
spir-11148	24	7	arcades	arcade	NOUN
spir-11148	24	8	developed	develop	VERB
spir-11148	24	9	through	through	ADP
spir-11148	24	10	the	the	DET
spir-11148	24	11	70s	70	NOUN
spir-11148	24	12	and	and	CCONJ
spir-11148	24	13	80s	80	NOUN
spir-11148	24	14	,	,	PUNCT
spir-11148	24	15	much	much	ADV
spir-11148	24	16	to	to	ADP
spir-11148	24	17	the	the	DET
spir-11148	24	18	chagrin	chagrin	NOUN
spir-11148	24	19	of	of	ADP
spir-11148	24	20	concerned	concerned	ADJ
spir-11148	24	21	teachers	teacher	NOUN
spir-11148	24	22	and	and	CCONJ
spir-11148	24	23	parents	parent	NOUN
spir-11148	24	24	,	,	PUNCT
spir-11148	24	25	but	but	CCONJ
spir-11148	24	26	fostering	foster	VERB
spir-11148	24	27	a	a	DET
spir-11148	24	28	thriving	thriving	ADJ
spir-11148	24	29	socio	socio	NOUN
spir-11148	24	30	-	-	PUNCT
spir-11148	24	31	cultural	cultural	ADJ
spir-11148	24	32	scene	scene	NOUN
spir-11148	24	33	around	around	ADP
spir-11148	24	34	gaming	gaming	NOUN
spir-11148	24	35	.	.	PUNCT
spir-11148	25	1	advances	advance	NOUN
spir-11148	25	2	in	in	ADP
spir-11148	25	3	network	network	NOUN
spir-11148	25	4	technologies	technology	NOUN
spir-11148	25	5	allowed	allow	VERB
spir-11148	25	6	these	these	DET
spir-11148	25	7	social	social	ADJ
spir-11148	25	8	structures	structure	NOUN
spir-11148	25	9	to	to	PART
spir-11148	25	10	carry	carry	VERB
spir-11148	25	11	over	over	ADP
spir-11148	25	12	to	to	ADP
spir-11148	25	13	digital	digital	ADJ
spir-11148	25	14	spaces	space	NOUN
spir-11148	25	15	,	,	PUNCT
spir-11148	25	16	encouraging	encourage	VERB
spir-11148	25	17	some	some	PRON
spir-11148	25	18	to	to	PART
spir-11148	25	19	refer	refer	VERB
spir-11148	25	20	to	to	ADP
spir-11148	25	21	videogames	videogame	NOUN
spir-11148	25	22	as	as	ADP
spir-11148	25	23	third	third	ADJ
spir-11148	25	24	places	place	NOUN
spir-11148	25	25	of	of	ADP
spir-11148	25	26	discourse	discourse	NOUN
spir-11148	25	27	(	(	PUNCT
spir-11148	25	28	steinkuehler	steinkuehler	PROPN
spir-11148	25	29	&	&	CCONJ
spir-11148	25	30	williams	williams	PROPN
spir-11148	25	31	,	,	PUNCT
spir-11148	25	32	2006	2006	NUM
spir-11148	25	33	)	)	PUNCT
spir-11148	25	34	.	.	PUNCT
spir-11148	26	1	at	at	ADP
spir-11148	26	2	the	the	DET
spir-11148	26	3	start	start	NOUN
spir-11148	26	4	of	of	ADP
spir-11148	26	5	the	the	DET
spir-11148	26	6	21st	21st	ADJ
spir-11148	26	7	century	century	NOUN
spir-11148	26	8	,	,	PUNCT
spir-11148	26	9	most	most	ADJ
spir-11148	26	10	every	every	DET
spir-11148	26	11	home	home	NOUN
spir-11148	26	12	gaming	gaming	NOUN
spir-11148	26	13	console	console	NOUN
spir-11148	26	14	,	,	PUNCT
spir-11148	26	15	personal	personal	ADJ
spir-11148	26	16	computer	computer	NOUN
spir-11148	26	17	,	,	PUNCT
spir-11148	26	18	and	and	CCONJ
spir-11148	26	19	portable	portable	ADJ
spir-11148	26	20	gaming	gaming	NOUN
spir-11148	26	21	platform	platform	NOUN
spir-11148	26	22	allows	allow	VERB
spir-11148	26	23	for	for	ADP
spir-11148	26	24	both	both	DET
spir-11148	26	25	co	co	VERB
spir-11148	26	26	-	-	VERB
spir-11148	26	27	located	locate	VERB
spir-11148	26	28	and	and	CCONJ
spir-11148	26	29	networked	networked	ADJ
spir-11148	26	30	social	social	ADJ
spir-11148	26	31	play	play	NOUN
spir-11148	26	32	.	.	PUNCT
spir-11148	27	1	in	in	ADP
spir-11148	27	2	this	this	DET
spir-11148	27	3	discussion	discussion	NOUN
spir-11148	27	4	,	,	PUNCT
spir-11148	27	5	i	i	PRON
spir-11148	27	6	examine	examine	VERB
spir-11148	27	7	how	how	SCONJ
spir-11148	27	8	gaming	gaming	NOUN
spir-11148	27	9	-	-	PUNCT
spir-11148	27	10	oriented	orient	VERB
spir-11148	27	11	social	social	ADJ
spir-11148	27	12	behaviours	behaviour	NOUN
spir-11148	27	13	have	have	AUX
spir-11148	27	14	moved	move	VERB
spir-11148	27	15	onto	onto	ADP
spir-11148	27	16	the	the	DET
spir-11148	27	17	twitch.tv	twitch.tv	PROPN
spir-11148	27	18	platform	platform	NOUN
spir-11148	27	19	,	,	PUNCT
spir-11148	27	20	and	and	CCONJ
spir-11148	27	21	how	how	SCONJ
spir-11148	27	22	the	the	DET
spir-11148	27	23	infrastructure	infrastructure	NOUN
spir-11148	27	24	of	of	ADP
spir-11148	27	25	the	the	DET
spir-11148	27	26	platform	platform	NOUN
spir-11148	27	27	both	both	DET
spir-11148	27	28	shapes	shape	NOUN
spir-11148	27	29	and	and	CCONJ
spir-11148	27	30	is	be	AUX
spir-11148	27	31	shaped	shape	VERB
spir-11148	27	32	by	by	ADP
spir-11148	27	33	the	the	DET
spir-11148	27	34	fundamentally	fundamentally	ADV
spir-11148	27	35	social	social	ADJ
spir-11148	27	36	dimension	dimension	NOUN
spir-11148	27	37	of	of	ADP
spir-11148	27	38	much	much	ADJ
spir-11148	27	39	gaming	gaming	NOUN
spir-11148	27	40	behaviour	behaviour	NOUN
spir-11148	27	41	.	.	PUNCT
spir-11148	28	1	perhaps	perhaps	ADV
spir-11148	28	2	harkening	harken	VERB
spir-11148	28	3	back	back	ADV
spir-11148	28	4	to	to	ADP
spir-11148	28	5	their	their	PRON
spir-11148	28	6	early	early	ADJ
spir-11148	28	7	spectated	spectate	VERB
spir-11148	28	8	sociality	sociality	NOUN
spir-11148	28	9	,	,	PUNCT
spir-11148	28	10	game	game	NOUN
spir-11148	28	11	streaming	streaming	NOUN
spir-11148	28	12	on	on	ADP
spir-11148	28	13	platforms	platform	NOUN
spir-11148	28	14	like	like	ADP
spir-11148	28	15	twitch	twitch	NOUN
spir-11148	28	16	has	have	AUX
spir-11148	28	17	emerged	emerge	VERB
spir-11148	28	18	as	as	ADP
spir-11148	28	19	a	a	DET
spir-11148	28	20	deeply	deeply	ADV
spir-11148	28	21	social	social	ADJ
spir-11148	28	22	aspect	aspect	NOUN
spir-11148	28	23	of	of	ADP
spir-11148	28	24	gaming	gaming	NOUN
spir-11148	28	25	(	(	PUNCT
spir-11148	28	26	hamari	hamari	X
spir-11148	28	27	&	&	CCONJ
spir-11148	28	28	sjoblom	sjoblom	PROPN
spir-11148	28	29	,	,	PUNCT
spir-11148	28	30	2017	2017	NUM
spir-11148	28	31	)	)	PUNCT
spir-11148	28	32	.	.	PUNCT
spir-11148	29	1	although	although	SCONJ
spir-11148	29	2	surprising	surprising	ADJ
spir-11148	29	3	to	to	ADP
spir-11148	29	4	some	some	PRON
spir-11148	29	5	who	who	PRON
spir-11148	29	6	presume	presume	VERB
spir-11148	29	7	the	the	DET
spir-11148	29	8	primary	primary	ADJ
spir-11148	29	9	entertainment	entertainment	NOUN
spir-11148	29	10	value	value	NOUN
spir-11148	29	11	of	of	ADP
spir-11148	29	12	video	video	NOUN
spir-11148	29	13	games	game	NOUN
spir-11148	29	14	to	to	PART
spir-11148	29	15	be	be	AUX
spir-11148	29	16	their	their	PRON
spir-11148	29	17	interactivity	interactivity	NOUN
spir-11148	29	18	,	,	PUNCT
spir-11148	29	19	live	live	ADJ
spir-11148	29	20	-	-	PUNCT
spir-11148	29	21	streaming	streaming	NOUN
spir-11148	29	22	video	video	NOUN
spir-11148	29	23	games	game	NOUN
spir-11148	29	24	satisfies	satisfy	VERB
spir-11148	29	25	one	one	NUM
spir-11148	29	26	of	of	ADP
spir-11148	29	27	the	the	DET
spir-11148	29	28	core	core	NOUN
spir-11148	29	29	competencies	competency	NOUN
spir-11148	29	30	of	of	ADP
spir-11148	29	31	the	the	DET
spir-11148	29	32	earliest	early	ADJ
spir-11148	29	33	gaming	gaming	NOUN
spir-11148	29	34	developers	developer	NOUN
spir-11148	29	35	:	:	PUNCT
spir-11148	29	36	the	the	DET
spir-11148	29	37	content	content	NOUN
spir-11148	29	38	is	be	AUX
spir-11148	29	39	“	"	PUNCT
spir-11148	29	40	entertain(ing	entertain(e	VERB
spir-11148	29	41	)	)	PUNCT
spir-11148	29	42	to	to	ADP
spir-11148	29	43	the	the	DET
spir-11148	29	44	onlooker	onlooker	NOUN
spir-11148	29	45	”	"	PUNCT
spir-11148	29	46	(	(	PUNCT
spir-11148	29	47	graetz	graetz	NOUN
spir-11148	29	48	,	,	PUNCT
spir-11148	29	49	1981	1981	NUM
spir-11148	29	50	)	)	PUNCT
spir-11148	29	51	.	.	PUNCT
spir-11148	30	1	the	the	DET
spir-11148	30	2	success	success	NOUN
spir-11148	30	3	of	of	ADP
spir-11148	30	4	game	game	NOUN
spir-11148	30	5	live	live	ADJ
spir-11148	30	6	streaming	streaming	NOUN
spir-11148	30	7	platforms	platform	NOUN
spir-11148	30	8	demonstrates	demonstrate	VERB
spir-11148	30	9	that	that	SCONJ
spir-11148	30	10	there	there	PRON
spir-11148	30	11	is	be	VERB
spir-11148	30	12	just	just	ADV
spir-11148	30	13	not	not	PART
spir-11148	30	14	just	just	ADV
spir-11148	30	15	a	a	DET
spir-11148	30	16	market	market	NOUN
spir-11148	30	17	for	for	ADP
spir-11148	30	18	more	more	ADV
spir-11148	30	19	carefully	carefully	ADV
spir-11148	30	20	-	-	PUNCT
spir-11148	30	21	curated	curate	VERB
spir-11148	30	22	gaming	gaming	NOUN
spir-11148	30	23	videos	video	NOUN
spir-11148	30	24	,	,	PUNCT
spir-11148	30	25	such	such	ADJ
spir-11148	30	26	as	as	ADP
spir-11148	30	27	those	those	PRON
spir-11148	30	28	on	on	ADP
spir-11148	30	29	youtube	youtube	NOUN
spir-11148	30	30	,	,	PUNCT
spir-11148	30	31	but	but	CCONJ
spir-11148	30	32	also	also	ADV
spir-11148	30	33	one	one	NUM
spir-11148	30	34	where	where	SCONJ
spir-11148	30	35	live	live	VERB
spir-11148	30	36	spectatorship	spectatorship	NOUN
spir-11148	30	37	and	and	CCONJ
spir-11148	30	38	back	back	NOUN
spir-11148	30	39	-	-	PUNCT
spir-11148	30	40	and	and	CCONJ
spir-11148	30	41	-	-	PUNCT
spir-11148	30	42	forth	forth	NOUN
spir-11148	30	43	communication	communication	NOUN
spir-11148	30	44	are	be	AUX
spir-11148	30	45	central	central	ADJ
spir-11148	30	46	.	.	PUNCT
spir-11148	31	1	consalvo	consalvo	PROPN
spir-11148	31	2	et	et	PROPN
spir-11148	31	3	al	al	PROPN
spir-11148	31	4	.	.	PUNCT
spir-11148	32	1	(	(	PUNCT
spir-11148	32	2	2018	2018	NUM
spir-11148	32	3	)	)	PUNCT
spir-11148	32	4	conceptualized	conceptualize	VERB
spir-11148	32	5	tandem	tandem	NOUN
spir-11148	32	6	play	play	NOUN
spir-11148	32	7	to	to	PART
spir-11148	32	8	describe	describe	VERB
spir-11148	32	9	the	the	DET
spir-11148	32	10	entertainment	entertainment	NOUN
spir-11148	32	11	derived	derive	VERB
spir-11148	32	12	from	from	ADP
spir-11148	32	13	audiences	audience	NOUN
spir-11148	32	14	watching	watch	VERB
spir-11148	32	15	others	other	NOUN
spir-11148	32	16	play	play	VERB
spir-11148	32	17	:	:	PUNCT
spir-11148	32	18	platforms	platform	NOUN
spir-11148	32	19	(	(	PUNCT
spir-11148	32	20	such	such	ADJ
spir-11148	32	21	as	as	ADP
spir-11148	32	22	twitch	twitch	ADJ
spir-11148	32	23	)	)	PUNCT
spir-11148	32	24	provide	provide	VERB
spir-11148	32	25	and	and	CCONJ
spir-11148	32	26	encourage	encourage	VERB
spir-11148	32	27	tandem	tandem	NOUN
spir-11148	32	28	play	play	NOUN
spir-11148	32	29	through	through	ADP
spir-11148	32	30	direct	direct	ADJ
spir-11148	32	31	chat	chat	NOUN
spir-11148	32	32	functions	function	NOUN
spir-11148	32	33	through	through	ADP
spir-11148	32	34	which	which	PRON
spir-11148	32	35	viewers	viewer	NOUN
spir-11148	32	36	can	can	AUX
spir-11148	32	37	help	help	VERB
spir-11148	32	38	out	out	ADP
spir-11148	32	39	or	or	CCONJ
spir-11148	32	40	suggest	suggest	VERB
spir-11148	32	41	things	thing	NOUN
spir-11148	32	42	to	to	ADP
spir-11148	32	43	the	the	DET
spir-11148	32	44	streamer	streamer	NOUN
spir-11148	32	45	.	.	PUNCT
spir-11148	33	1	this	this	DET
spir-11148	33	2	affordance	affordance	NOUN
spir-11148	33	3	of	of	ADP
spir-11148	33	4	the	the	DET
spir-11148	33	5	platforms	platform	NOUN
spir-11148	33	6	marks	mark	VERB
spir-11148	33	7	them	they	PRON
spir-11148	33	8	out	out	ADP
spir-11148	33	9	fundamentally	fundamentally	ADV
spir-11148	33	10	from	from	ADP
spir-11148	33	11	a	a	DET
spir-11148	33	12	one	one	NUM
spir-11148	33	13	-	-	PUNCT
spir-11148	33	14	to	to	ADP
spir-11148	33	15	-	-	PUNCT
spir-11148	33	16	many	many	ADJ
spir-11148	33	17	model	model	NOUN
spir-11148	33	18	of	of	ADP
spir-11148	33	19	youtube	youtube	NOUN
spir-11148	33	20	gaming	gaming	NOUN
spir-11148	33	21	videos	video	NOUN
spir-11148	33	22	.	.	PUNCT
spir-11148	34	1	in	in	ADP
spir-11148	34	2	a	a	DET
spir-11148	34	3	real	real	ADJ
spir-11148	34	4	sense	sense	NOUN
spir-11148	34	5	,	,	PUNCT
spir-11148	34	6	streaming	stream	VERB
spir-11148	34	7	audiences	audience	NOUN
spir-11148	34	8	can	can	AUX
spir-11148	34	9	be	be	AUX
spir-11148	34	10	either	either	CCONJ
spir-11148	34	11	synchronous	synchronous	ADJ
spir-11148	34	12	or	or	CCONJ
spir-11148	34	13	asynchronous	asynchronous	ADJ
spir-11148	34	14	(	(	PUNCT
spir-11148	34	15	lin	lin	PROPN
spir-11148	34	16	et	et	PROPN
spir-11148	34	17	al	al	PROPN
spir-11148	34	18	,	,	PUNCT
spir-11148	34	19	2018	2018	NUM
spir-11148	34	20	)	)	PUNCT
spir-11148	34	21	depending	depend	VERB
spir-11148	34	22	on	on	ADP
spir-11148	34	23	individual	individual	ADJ
spir-11148	34	24	platforms	platform	NOUN
spir-11148	34	25	or	or	CCONJ
spir-11148	34	26	settings	setting	NOUN
spir-11148	34	27	within	within	ADP
spir-11148	34	28	a	a	DET
spir-11148	34	29	particular	particular	ADJ
spir-11148	34	30	platform	platform	NOUN
spir-11148	34	31	,	,	PUNCT
spir-11148	34	32	allowing	allow	VERB
spir-11148	34	33	audience	audience	NOUN
spir-11148	34	34	sociality	sociality	NOUN
spir-11148	34	35	to	to	PART
spir-11148	34	36	be	be	AUX
spir-11148	34	37	variably	variably	ADV
spir-11148	34	38	relevant	relevant	ADJ
spir-11148	34	39	to	to	ADP
spir-11148	34	40	the	the	DET
spir-11148	34	41	streamer	streamer	NOUN
spir-11148	34	42	’s	’s	ADV
spir-11148	34	43	and	and	CCONJ
spir-11148	34	44	the	the	DET
spir-11148	34	45	player	player	NOUN
spir-11148	34	46	’s	’s	PART
spir-11148	34	47	own	own	ADJ
spir-11148	34	48	end	end	NOUN
spir-11148	34	49	goals	goal	NOUN
spir-11148	34	50	.	.	PUNCT
spir-11148	35	1	from	from	ADP
spir-11148	35	2	the	the	DET
spir-11148	35	3	perspective	perspective	NOUN
spir-11148	35	4	of	of	ADP
spir-11148	35	5	interactivity	interactivity	NOUN
spir-11148	35	6	-	-	PUNCT
spir-11148	35	7	as	as	ADP
spir-11148	35	8	-	-	PUNCT
spir-11148	35	9	demand	demand	NOUN
spir-11148	35	10	(	(	PUNCT
spir-11148	35	11	bowman	bowman	NOUN
spir-11148	35	12	,	,	PUNCT
spir-11148	35	13	2018	2018	NUM
spir-11148	35	14	)	)	PUNCT
spir-11148	35	15	,	,	PUNCT
spir-11148	35	16	we	we	PRON
spir-11148	35	17	can	can	AUX
spir-11148	35	18	unpack	unpack	VERB
spir-11148	35	19	how	how	SCONJ
spir-11148	35	20	game	game	NOUN
spir-11148	35	21	streamers	streamer	NOUN
spir-11148	35	22	—	—	PUNCT
spir-11148	35	23	those	those	PRON
spir-11148	35	24	performing	perform	VERB
spir-11148	35	25	for	for	ADP
spir-11148	35	26	others	other	NOUN
spir-11148	35	27	—	—	PUNCT
spir-11148	35	28	are	be	AUX
spir-11148	35	29	influenced	influence	VERB
spir-11148	35	30	by	by	ADP
spir-11148	35	31	the	the	DET
spir-11148	35	32	experience	experience	NOUN
spir-11148	35	33	of	of	ADP
spir-11148	35	34	using	use	VERB
spir-11148	35	35	streaming	streaming	NOUN
spir-11148	35	36	platforms	platform	NOUN
spir-11148	35	37	and	and	CCONJ
spir-11148	35	38	navigating	navigate	VERB
spir-11148	35	39	their	their	PRON
spir-11148	35	40	infrastructures	infrastructure	NOUN
spir-11148	35	41	.	.	PUNCT
spir-11148	36	1	beyond	beyond	ADP
spir-11148	36	2	critical	critical	ADJ
spir-11148	36	3	discussions	discussion	NOUN
spir-11148	36	4	of	of	ADP
spir-11148	36	5	monetization	monetization	NOUN
spir-11148	36	6	and	and	CCONJ
spir-11148	36	7	playbor	playbor	NOUN
spir-11148	36	8	practices	practice	NOUN
spir-11148	36	9	associated	associate	VERB
spir-11148	36	10	with	with	ADP
spir-11148	36	11	streaming	streaming	NOUN
spir-11148	36	12	(	(	PUNCT
spir-11148	36	13	cf	cf	NOUN
spir-11148	36	14	.	.	PUNCT
spir-11148	36	15	woodcock	woodcock	PROPN
spir-11148	36	16	&	&	CCONJ
spir-11148	36	17	johnson	johnson	PROPN
spir-11148	36	18	,	,	PUNCT
spir-11148	36	19	2019	2019	NUM
spir-11148	36	20	)	)	PUNCT
spir-11148	36	21	,	,	PUNCT
spir-11148	36	22	the	the	DET
spir-11148	36	23	mere	mere	ADJ
spir-11148	36	24	presence	presence	NOUN
spir-11148	36	25	of	of	ADP
spir-11148	36	26	audiences	audience	NOUN
spir-11148	36	27	facilitated	facilitate	VERB
spir-11148	36	28	by	by	ADP
spir-11148	36	29	streaming	streaming	NOUN
spir-11148	36	30	platforms	platform	NOUN
spir-11148	36	31	change	change	VERB
spir-11148	36	32	how	how	SCONJ
spir-11148	36	33	games	game	NOUN
spir-11148	36	34	are	be	AUX
spir-11148	36	35	experienced	experience	VERB
spir-11148	36	36	,	,	PUNCT
spir-11148	36	37	sometimes	sometimes	ADV
spir-11148	36	38	felt	feel	VERB
spir-11148	36	39	as	as	ADP
spir-11148	36	40	a	a	DET
spir-11148	36	41	form	form	NOUN
spir-11148	36	42	of	of	ADP
spir-11148	36	43	labor	labor	NOUN
spir-11148	36	44	and	and	CCONJ
spir-11148	36	45	other	other	ADJ
spir-11148	36	46	times	time	NOUN
spir-11148	36	47	,	,	PUNCT
spir-11148	36	48	a	a	DET
spir-11148	36	49	performative	performative	ADJ
spir-11148	36	50	act	act	NOUN
spir-11148	36	51	of	of	ADP
spir-11148	36	52	pleasure	pleasure	NOUN
spir-11148	36	53	.	.	PUNCT
spir-11148	37	1	for	for	ADP
spir-11148	37	2	example	example	NOUN
spir-11148	37	3	,	,	PUNCT
spir-11148	37	4	zajonc	zajonc	VERB
spir-11148	37	5	(	(	PUNCT
spir-11148	37	6	1969	1969	NUM
spir-11148	37	7	)	)	PUNCT
spir-11148	37	8	argues	argue	VERB
spir-11148	37	9	for	for	ADP
spir-11148	37	10	a	a	DET
spir-11148	37	11	social	social	ADJ
spir-11148	37	12	facilitation	facilitation	NOUN
spir-11148	37	13	effect	effect	NOUN
spir-11148	37	14	by	by	ADP
spir-11148	37	15	which	which	PRON
spir-11148	37	16	the	the	DET
spir-11148	37	17	presence	presence	NOUN
spir-11148	37	18	of	of	ADP
spir-11148	37	19	spectators	spectator	NOUN
spir-11148	37	20	during	during	ADP
spir-11148	37	21	performance	performance	NOUN
spir-11148	37	22	can	can	AUX
spir-11148	37	23	dramatically	dramatically	ADV
spir-11148	37	24	impact	impact	VERB
spir-11148	37	25	said	say	VERB
spir-11148	37	26	performance	performance	NOUN
spir-11148	37	27	.	.	PUNCT
spir-11148	38	1	bowman	bowman	PROPN
spir-11148	38	2	et	et	PROPN
spir-11148	38	3	al	al	PROPN
spir-11148	38	4	.	.	PROPN
spir-11148	39	1	(	(	PUNCT
spir-11148	39	2	2013	2013	NUM
spir-11148	39	3	)	)	PUNCT
spir-11148	39	4	tested	test	VERB
spir-11148	39	5	this	this	PRON
spir-11148	39	6	,	,	PUNCT
spir-11148	39	7	finding	find	VERB
spir-11148	39	8	that	that	DET
spir-11148	39	9	inperson	inperson	NOUN
spir-11148	39	10	gaming	game	VERB
spir-11148	39	11	audiences	audience	NOUN
spir-11148	39	12	significantly	significantly	ADV
spir-11148	39	13	increased	increase	VERB
spir-11148	39	14	a	a	DET
spir-11148	39	15	gamer	gamer	NOUN
spir-11148	39	16	’s	’s	PART
spir-11148	39	17	performance	performance	NOUN
spir-11148	39	18	at	at	ADP
spir-11148	39	19	first	first	ADJ
spir-11148	39	20	-	-	PUNCT
spir-11148	39	21	person	person	NOUN
spir-11148	39	22	shooters	shooter	NOUN
spir-11148	39	23	(	(	PUNCT
spir-11148	39	24	when	when	SCONJ
spir-11148	39	25	compared	compare	VERB
spir-11148	39	26	to	to	ADP
spir-11148	39	27	gamers	gamer	NOUN
spir-11148	39	28	playing	play	VERB
spir-11148	39	29	in	in	ADP
spir-11148	39	30	isolation	isolation	NOUN
spir-11148	39	31	)	)	PUNCT
spir-11148	39	32	.	.	PUNCT
spir-11148	40	1	when	when	SCONJ
spir-11148	40	2	replicated	replicate	VERB
spir-11148	40	3	using	use	VERB
spir-11148	40	4	twitch.tv	twitch.tv	PRON
spir-11148	40	5	(	(	PUNCT
spir-11148	40	6	synchronous	synchronous	ADJ
spir-11148	40	7	streaming	streaming	NOUN
spir-11148	40	8	)	)	PUNCT
spir-11148	40	9	and	and	CCONJ
spir-11148	40	10	youtube	youtube	NOUN
spir-11148	40	11	(	(	PUNCT
spir-11148	40	12	asynchronous	asynchronous	ADJ
spir-11148	40	13	streaming	streaming	NOUN
spir-11148	40	14	)	)	PUNCT
spir-11148	40	15	,	,	PUNCT
spir-11148	40	16	we	we	PRON
spir-11148	40	17	were	be	AUX
spir-11148	40	18	not	not	PART
spir-11148	40	19	able	able	ADJ
spir-11148	40	20	to	to	PART
spir-11148	40	21	replicate	replicate	VERB
spir-11148	40	22	the	the	DET
spir-11148	40	23	social	social	ADJ
spir-11148	40	24	facilitation	facilitation	NOUN
spir-11148	40	25	effects	effect	NOUN
spir-11148	40	26	—	—	PUNCT
spir-11148	40	27	suggesting	suggest	VERB
spir-11148	40	28	that	that	SCONJ
spir-11148	40	29	mere	mere	ADJ
spir-11148	40	30	presence	presence	NOUN
spir-11148	40	31	effects	effect	NOUN
spir-11148	40	32	might	might	AUX
spir-11148	40	33	not	not	PART
spir-11148	40	34	transfer	transfer	VERB
spir-11148	40	35	to	to	ADP
spir-11148	40	36	digital	digital	ADJ
spir-11148	40	37	audiences	audience	NOUN
spir-11148	40	38	common	common	ADJ
spir-11148	40	39	to	to	ADP
spir-11148	40	40	game	game	NOUN
spir-11148	40	41	streaming	streaming	NOUN
spir-11148	40	42	.	.	PUNCT
spir-11148	41	1	future	future	ADJ
spir-11148	41	2	work	work	NOUN
spir-11148	41	3	might	might	AUX
spir-11148	41	4	work	work	VERB
spir-11148	41	5	to	to	AUX
spir-11148	41	6	more	more	ADV
spir-11148	41	7	specifically	specifically	ADV
spir-11148	41	8	capture	capture	VERB
spir-11148	41	9	platform	platform	NOUN
spir-11148	41	10	elements	element	NOUN
spir-11148	41	11	that	that	PRON
spir-11148	41	12	foster	foster	VERB
spir-11148	41	13	explicit	explicit	ADJ
spir-11148	41	14	and	and	CCONJ
spir-11148	41	15	active	active	ADJ
spir-11148	41	16	spectatorship	spectatorship	NOUN
spir-11148	41	17	,	,	PUNCT
spir-11148	41	18	with	with	ADP
spir-11148	41	19	the	the	DET
spir-11148	41	20	potential	potential	NOUN
spir-11148	41	21	to	to	PART
spir-11148	41	22	impact	impact	VERB
spir-11148	41	23	gaming	gaming	NOUN
spir-11148	41	24	performance	performance	NOUN
spir-11148	41	25	in	in	ADP
spir-11148	41	26	myriad	myriad	ADJ
spir-11148	41	27	ways	way	NOUN
spir-11148	41	28	.	.	PUNCT
spir-11148	42	1	notably	notably	ADV
spir-11148	42	2	,	,	PUNCT
spir-11148	42	3	even	even	ADV
spir-11148	42	4	the	the	DET
spir-11148	42	5	audience	audience	NOUN
spir-11148	42	6	’s	’s	PART
spir-11148	42	7	experience	experience	NOUN
spir-11148	42	8	with	with	ADP
spir-11148	42	9	a	a	DET
spir-11148	42	10	game	game	NOUN
spir-11148	42	11	stream	stream	NOUN
spir-11148	42	12	can	can	AUX
spir-11148	42	13	be	be	AUX
spir-11148	42	14	influenced	influence	VERB
spir-11148	42	15	by	by	ADP
spir-11148	42	16	the	the	DET
spir-11148	42	17	presence	presence	NOUN
spir-11148	42	18	of	of	ADP
spir-11148	42	19	others	other	NOUN
spir-11148	42	20	—	—	PUNCT
spir-11148	42	21	a	a	DET
spir-11148	42	22	phenomenon	phenomenon	NOUN
spir-11148	42	23	known	know	VERB
spir-11148	42	24	as	as	ADP
spir-11148	42	25	the	the	DET
spir-11148	42	26	intra	intra	ADJ
spir-11148	42	27	-	-	ADJ
spir-11148	42	28	audience	audience	ADJ
spir-11148	42	29	effect	effect	NOUN
spir-11148	42	30	by	by	ADP
spir-11148	42	31	which	which	PRON
spir-11148	42	32	the	the	DET
spir-11148	42	33	affective	affective	ADJ
spir-11148	42	34	experience	experience	NOUN
spir-11148	42	35	of	of	ADP
spir-11148	42	36	spectatorship	spectatorship	NOUN
spir-11148	42	37	is	be	AUX
spir-11148	42	38	colored	color	VERB
spir-11148	42	39	by	by	ADP
spir-11148	42	40	one	one	NUM
spir-11148	42	41	’s	’s	PART
spir-11148	42	42	perceived	perceive	VERB
spir-11148	42	43	affective	affective	ADJ
spir-11148	42	44	response	response	NOUN
spir-11148	42	45	of	of	ADP
spir-11148	42	46	others	other	NOUN
spir-11148	42	47	(	(	PUNCT
spir-11148	42	48	hocking	hocking	NOUN
spir-11148	42	49	et	et	PROPN
spir-11148	42	50	al	al	PROPN
spir-11148	42	51	.	.	PROPN
spir-11148	42	52	,	,	PUNCT
spir-11148	42	53	1977	1977	NUM
spir-11148	42	54	)	)	PUNCT
spir-11148	42	55	.	.	PUNCT
spir-11148	43	1	in	in	ADP
spir-11148	43	2	other	other	ADJ
spir-11148	43	3	words	word	NOUN
spir-11148	43	4	,	,	PUNCT
spir-11148	43	5	audience	audience	NOUN
spir-11148	43	6	pleasure	pleasure	NOUN
spir-11148	43	7	(	(	PUNCT
spir-11148	43	8	or	or	CCONJ
spir-11148	43	9	displeasure	displeasure	NOUN
spir-11148	43	10	)	)	PUNCT
spir-11148	43	11	is	be	AUX
spir-11148	43	12	boosted	boost	VERB
spir-11148	43	13	when	when	SCONJ
spir-11148	43	14	other	other	ADJ
spir-11148	43	15	audience	audience	NOUN
spir-11148	43	16	members	member	NOUN
spir-11148	43	17	also	also	ADV
spir-11148	43	18	express	express	VERB
spir-11148	43	19	enjoyment	enjoyment	NOUN
spir-11148	43	20	(	(	PUNCT
spir-11148	43	21	or	or	CCONJ
spir-11148	43	22	otherwise	otherwise	ADV
spir-11148	43	23	)	)	PUNCT
spir-11148	43	24	.	.	PUNCT
spir-11148	44	1	interactivity	interactivity	NOUN
spir-11148	44	2	appears	appear	VERB
spir-11148	44	3	to	to	PART
spir-11148	44	4	be	be	AUX
spir-11148	44	5	a	a	DET
spir-11148	44	6	central	central	ADJ
spir-11148	44	7	component	component	NOUN
spir-11148	44	8	of	of	ADP
spir-11148	44	9	twitch	twitch	PROPN
spir-11148	44	10	's	's	PART
spir-11148	44	11	operation	operation	NOUN
spir-11148	44	12	as	as	ADP
spir-11148	44	13	a	a	DET
spir-11148	44	14	platform	platform	NOUN
spir-11148	44	15	,	,	PUNCT
spir-11148	44	16	as	as	SCONJ
spir-11148	44	17	live	live	ADJ
spir-11148	44	18	chat	chat	NOUN
spir-11148	44	19	provides	provide	VERB
spir-11148	44	20	an	an	DET
spir-11148	44	21	avenue	avenue	NOUN
spir-11148	44	22	for	for	SCONJ
spir-11148	44	23	spectators	spectator	NOUN
spir-11148	44	24	to	to	PART
spir-11148	44	25	communicate	communicate	VERB
spir-11148	44	26	their	their	PRON
spir-11148	44	27	impressions	impression	NOUN
spir-11148	44	28	of	of	ADP
spir-11148	44	29	the	the	DET
spir-11148	44	30	stream	stream	NOUN
spir-11148	44	31	to	to	ADP
spir-11148	44	32	the	the	DET
spir-11148	44	33	streamer	streamer	NOUN
spir-11148	44	34	and	and	CCONJ
spir-11148	44	35	each	each	DET
spir-11148	44	36	other	other	ADJ
spir-11148	44	37	,	,	PUNCT
spir-11148	44	38	thereby	thereby	ADV
spir-11148	44	39	contributing	contribute	VERB
spir-11148	44	40	to	to	ADP
spir-11148	44	41	this	this	DET
spir-11148	44	42	intra	intra	ADJ
spir-11148	44	43	-	-	ADJ
spir-11148	44	44	audience	audience	ADJ
spir-11148	44	45	effect	effect	NOUN
spir-11148	44	46	(	(	PUNCT
spir-11148	44	47	lin	lin	PROPN
spir-11148	44	48	et	et	PROPN
spir-11148	44	49	al	al	PROPN
spir-11148	44	50	.	.	PROPN
spir-11148	44	51	,	,	PUNCT
spir-11148	44	52	2018	2018	NUM
spir-11148	44	53	)	)	PUNCT
spir-11148	44	54	.	.	PUNCT
spir-11148	45	1	scholars	scholar	NOUN
spir-11148	45	2	already	already	ADV
spir-11148	45	3	engage	engage	VERB
spir-11148	45	4	the	the	DET
spir-11148	45	5	social	social	ADJ
spir-11148	45	6	dynamics	dynamic	NOUN
spir-11148	45	7	of	of	ADP
spir-11148	45	8	game	game	NOUN
spir-11148	45	9	streaming	streaming	NOUN
spir-11148	45	10	,	,	PUNCT
spir-11148	45	11	and	and	CCONJ
spir-11148	45	12	this	this	DET
spir-11148	45	13	work	work	NOUN
spir-11148	45	14	has	have	AUX
spir-11148	45	15	greatly	greatly	ADV
spir-11148	45	16	informed	inform	VERB
spir-11148	45	17	how	how	SCONJ
spir-11148	45	18	we	we	PRON
spir-11148	45	19	understand	understand	VERB
spir-11148	45	20	social	social	ADJ
spir-11148	45	21	interactions	interaction	NOUN
spir-11148	45	22	in	in	ADP
spir-11148	45	23	these	these	DET
spir-11148	45	24	places	place	NOUN
spir-11148	45	25	,	,	PUNCT
spir-11148	45	26	for	for	ADP
spir-11148	45	27	example	example	NOUN
spir-11148	45	28	as	as	ADP
spir-11148	45	29	motivators	motivator	NOUN
spir-11148	45	30	for	for	ADP
spir-11148	45	31	engagement	engagement	NOUN
spir-11148	45	32	(	(	PUNCT
spir-11148	45	33	hilvert	hilvert	PROPN
spir-11148	45	34	-	-	PUNCT
spir-11148	45	35	bruce	bruce	PROPN
spir-11148	45	36	et	et	PROPN
spir-11148	45	37	al	al	PROPN
spir-11148	45	38	.	.	PROPN
spir-11148	45	39	,	,	PUNCT
spir-11148	45	40	2018	2018	NUM
spir-11148	45	41	)	)	PUNCT
spir-11148	45	42	as	as	ADV
spir-11148	45	43	well	well	ADV
spir-11148	45	44	as	as	ADP
spir-11148	45	45	barriers	barrier	NOUN
spir-11148	45	46	to	to	ADP
spir-11148	45	47	participation	participation	NOUN
spir-11148	45	48	(	(	PUNCT
spir-11148	45	49	such	such	ADJ
spir-11148	45	50	as	as	ADP
spir-11148	45	51	the	the	DET
spir-11148	45	52	dominance	dominance	NOUN
spir-11148	45	53	of	of	ADP
spir-11148	45	54	gendered	gendered	ADJ
spir-11148	45	55	language	language	NOUN
spir-11148	45	56	in	in	ADP
spir-11148	45	57	streaming	streaming	NOUN
spir-11148	45	58	spaces	space	NOUN
spir-11148	45	59	;	;	PUNCT
spir-11148	45	60	ruvalcaba	ruvalcaba	PROPN
spir-11148	45	61	et	et	PROPN
spir-11148	45	62	al	al	PROPN
spir-11148	45	63	.	.	PROPN
spir-11148	45	64	,	,	PUNCT
spir-11148	45	65	2018	2018	NUM
spir-11148	45	66	)	)	PUNCT
spir-11148	45	67	.	.	PUNCT
spir-11148	46	1	a	a	DET
spir-11148	46	2	(	(	PUNCT
spir-11148	46	3	social	social	ADJ
spir-11148	46	4	)	)	PUNCT
spir-11148	46	5	demand	demand	NOUN
spir-11148	46	6	perspective	perspective	NOUN
spir-11148	46	7	augments	augment	VERB
spir-11148	46	8	these	these	DET
spir-11148	46	9	perspectives	perspective	NOUN
spir-11148	46	10	extending	extend	VERB
spir-11148	46	11	our	our	PRON
spir-11148	46	12	focus	focus	NOUN
spir-11148	46	13	beyond	beyond	ADP
spir-11148	46	14	social	social	ADJ
spir-11148	46	15	interactions	interaction	NOUN
spir-11148	46	16	and	and	CCONJ
spir-11148	46	17	exchanges	exchange	NOUN
spir-11148	46	18	,	,	PUNCT
spir-11148	46	19	and	and	CCONJ
spir-11148	46	20	to	to	ADP
spir-11148	46	21	the	the	DET
spir-11148	46	22	psychologically	psychologically	ADV
spir-11148	46	23	demanding	demanding	ADJ
spir-11148	46	24	experience	experience	NOUN
spir-11148	46	25	of	of	ADP
spir-11148	46	26	sociality	sociality	NOUN
spir-11148	46	27	in	in	ADP
spir-11148	46	28	these	these	DET
spir-11148	46	29	spaces	space	NOUN
spir-11148	46	30	.	.	PUNCT
spir-11148	47	1	as	as	ADP
spir-11148	47	2	with	with	ADP
spir-11148	47	3	the	the	DET
spir-11148	47	4	earliest	early	ADJ
spir-11148	47	5	video	video	NOUN
spir-11148	47	6	games	game	NOUN
spir-11148	47	7	,	,	PUNCT
spir-11148	47	8	game	game	NOUN
spir-11148	47	9	streaming	streaming	NOUN
spir-11148	47	10	allows	allow	VERB
spir-11148	47	11	players	player	NOUN
spir-11148	47	12	of	of	ADP
spir-11148	47	13	various	various	ADJ
spir-11148	47	14	skills	skill	NOUN
spir-11148	47	15	to	to	PART
spir-11148	47	16	publicly	publicly	ADV
spir-11148	47	17	perform	perform	VERB
spir-11148	47	18	their	their	PRON
spir-11148	47	19	videogame	videogame	NOUN
spir-11148	47	20	play	play	NOUN
spir-11148	47	21	.	.	PUNCT
spir-11148	48	1	platforms	platform	NOUN
spir-11148	48	2	facilitating	facilitate	VERB
spir-11148	48	3	this	this	DET
spir-11148	48	4	play	play	NOUN
spir-11148	48	5	,	,	PUNCT
spir-11148	48	6	including	include	VERB
spir-11148	48	7	twitch	twitch	PROPN
spir-11148	48	8	,	,	PUNCT
spir-11148	48	9	affect	affect	VERB
spir-11148	48	10	the	the	DET
spir-11148	48	11	social	social	ADJ
spir-11148	48	12	arrangements	arrangement	NOUN
spir-11148	48	13	of	of	ADP
spir-11148	48	14	players	player	NOUN
spir-11148	48	15	and	and	CCONJ
spir-11148	48	16	non	non	NOUN
spir-11148	48	17	-	-	NOUN
spir-11148	48	18	players	player	NOUN
spir-11148	48	19	as	as	ADP
spir-11148	48	20	both	both	DET
spir-11148	48	21	reflections	reflection	NOUN
spir-11148	48	22	of	of	ADP
spir-11148	48	23	and	and	CCONJ
spir-11148	48	24	departures	departure	NOUN
spir-11148	48	25	from	from	ADP
spir-11148	48	26	videogame	videogame	NOUN
spir-11148	48	27	play	play	NOUN
spir-11148	48	28	’s	’s	PART
spir-11148	48	29	historical	historical	ADJ
spir-11148	48	30	sociality	sociality	NOUN
spir-11148	48	31	.	.	PUNCT
spir-11148	49	1	how	how	SCONJ
spir-11148	49	2	live	live	ADJ
spir-11148	49	3	streamers	streamer	NOUN
spir-11148	49	4	on	on	ADP
spir-11148	49	5	twitch.tv	twitch.tv	PRON
spir-11148	49	6	monetize	monetize	VERB
spir-11148	49	7	and	and	CCONJ
spir-11148	49	8	gamify	gamify	VERB
spir-11148	49	9	their	their	PRON
spir-11148	49	10	broadcasts	broadcast	NOUN
spir-11148	49	11	mark	mark	VERB
spir-11148	49	12	r	r	PROPN
spir-11148	49	13	johnson	johnson	PROPN
spir-11148	49	14	,	,	PUNCT
spir-11148	49	15	university	university	PROPN
spir-11148	49	16	of	of	ADP
spir-11148	49	17	sydney	sydney	PROPN
spir-11148	49	18	&	&	CCONJ
spir-11148	49	19	jamie	jamie	PROPN
spir-11148	49	20	woodcock	woodcock	PROPN
spir-11148	49	21	,	,	PUNCT
spir-11148	49	22	the	the	DET
spir-11148	49	23	open	open	ADJ
spir-11148	49	24	university	university	NOUN
spir-11148	49	25	this	this	DET
spir-11148	49	26	paper	paper	NOUN
spir-11148	49	27	presents	present	VERB
spir-11148	49	28	an	an	DET
spir-11148	49	29	overview	overview	NOUN
spir-11148	49	30	of	of	ADP
spir-11148	49	31	economic	economic	ADJ
spir-11148	49	32	behaviour	behaviour	NOUN
spir-11148	49	33	on	on	ADP
spir-11148	49	34	dominant	dominant	ADJ
spir-11148	49	35	market	market	NOUN
spir-11148	49	36	-	-	PUNCT
spir-11148	49	37	leading	lead	VERB
spir-11148	49	38	live	live	ADJ
spir-11148	49	39	streaming	streaming	NOUN
spir-11148	49	40	platform	platform	NOUN
spir-11148	49	41	twitch.tv	twitch.tv	X
spir-11148	49	42	.	.	PUNCT
spir-11148	50	1	specifically	specifically	ADV
spir-11148	50	2	,	,	PUNCT
spir-11148	50	3	we	we	PRON
spir-11148	50	4	are	be	AUX
spir-11148	50	5	interested	interested	ADJ
spir-11148	50	6	in	in	ADP
spir-11148	50	7	how	how	SCONJ
spir-11148	50	8	live	live	ADJ
spir-11148	50	9	streamers	streamer	NOUN
spir-11148	50	10	profit	profit	NOUN
spir-11148	50	11	from	from	ADP
spir-11148	50	12	their	their	PRON
spir-11148	50	13	activities	activity	NOUN
spir-11148	50	14	monetization	monetization	NOUN
spir-11148	50	15	on	on	ADP
spir-11148	50	16	the	the	DET
spir-11148	50	17	platform	platform	NOUN
spir-11148	50	18	,	,	PUNCT
spir-11148	50	19	and	and	CCONJ
spir-11148	50	20	how	how	SCONJ
spir-11148	50	21	they	they	PRON
spir-11148	50	22	often	often	ADV
spir-11148	50	23	do	do	VERB
spir-11148	50	24	so	so	ADV
spir-11148	50	25	through	through	ADP
spir-11148	50	26	the	the	DET
spir-11148	50	27	implementation	implementation	NOUN
spir-11148	50	28	of	of	ADP
spir-11148	50	29	game	game	NOUN
spir-11148	50	30	-	-	PUNCT
spir-11148	50	31	like	like	ADJ
spir-11148	50	32	interfaces	interface	NOUN
spir-11148	50	33	,	,	PUNCT
spir-11148	50	34	competitions	competition	NOUN
spir-11148	50	35	,	,	PUNCT
spir-11148	50	36	or	or	CCONJ
spir-11148	50	37	concepts	concept	VERB
spir-11148	50	38	gamification	gamification	NOUN
spir-11148	50	39	which	which	PRON
spir-11148	50	40	are	be	AUX
spir-11148	50	41	highly	highly	ADV
spir-11148	50	42	effective	effective	ADJ
spir-11148	50	43	in	in	ADP
spir-11148	50	44	this	this	DET
spir-11148	50	45	space	space	NOUN
spir-11148	50	46	.	.	PUNCT
spir-11148	51	1	we	we	PRON
spir-11148	51	2	begin	begin	VERB
spir-11148	51	3	by	by	ADP
spir-11148	51	4	reviewing	review	VERB
spir-11148	51	5	relevant	relevant	ADJ
spir-11148	51	6	literature	literature	NOUN
spir-11148	51	7	on	on	ADP
spir-11148	51	8	both	both	PRON
spir-11148	51	9	twitch	twitch	NOUN
spir-11148	51	10	(	(	PUNCT
spir-11148	51	11	pires	pire	NOUN
spir-11148	51	12	&	&	CCONJ
spir-11148	51	13	simon	simon	PROPN
spir-11148	51	14	,	,	PUNCT
spir-11148	51	15	2015	2015	NUM
spir-11148	51	16	;	;	PUNCT
spir-11148	51	17	johnson	johnson	PROPN
spir-11148	51	18	&	&	CCONJ
spir-11148	51	19	woodcock	woodcock	PROPN
spir-11148	51	20	,	,	PUNCT
spir-11148	51	21	2017	2017	NUM
spir-11148	51	22	;	;	PUNCT
spir-11148	51	23	ask	ask	VERB
spir-11148	51	24	et	et	PROPN
spir-11148	51	25	al	al	PROPN
spir-11148	51	26	,	,	PUNCT
spir-11148	51	27	2019	2019	NUM
spir-11148	51	28	;	;	PUNCT
spir-11148	51	29	etc	etc	X
spir-11148	51	30	)	)	PUNCT
spir-11148	51	31	and	and	CCONJ
spir-11148	51	32	platforms	platform	NOUN
spir-11148	51	33	(	(	PUNCT
spir-11148	51	34	gillespie	gillespie	PROPN
spir-11148	51	35	,	,	PUNCT
spir-11148	51	36	2010	2010	NUM
spir-11148	51	37	;	;	PUNCT
spir-11148	51	38	srnicek	srnicek	NOUN
spir-11148	51	39	,	,	PUNCT
spir-11148	51	40	2017	2017	NUM
spir-11148	51	41	;	;	PUNCT
spir-11148	51	42	etc	etc	X
spir-11148	51	43	)	)	PUNCT
spir-11148	51	44	,	,	PUNCT
spir-11148	51	45	followed	follow	VERB
spir-11148	51	46	by	by	ADP
spir-11148	51	47	a	a	DET
spir-11148	51	48	description	description	NOUN
spir-11148	51	49	of	of	ADP
spir-11148	51	50	our	our	PRON
spir-11148	51	51	data	datum	NOUN
spir-11148	51	52	and	and	CCONJ
spir-11148	51	53	methodology	methodology	NOUN
spir-11148	51	54	which	which	PRON
spir-11148	51	55	draws	draw	VERB
spir-11148	51	56	on	on	ADP
spir-11148	51	57	interview	interview	NOUN
spir-11148	51	58	and	and	CCONJ
spir-11148	51	59	ethnographic	ethnographic	ADJ
spir-11148	51	60	techniques	technique	NOUN
spir-11148	51	61	.	.	PUNCT
spir-11148	52	1	over	over	ADP
spir-11148	52	2	the	the	DET
spir-11148	52	3	past	past	ADJ
spir-11148	52	4	four	four	NUM
spir-11148	52	5	years	year	NOUN
spir-11148	52	6	we	we	PRON
spir-11148	52	7	have	have	AUX
spir-11148	52	8	conducted	conduct	VERB
spir-11148	52	9	over	over	ADP
spir-11148	52	10	100	100	NUM
spir-11148	52	11	semi	semi	ADJ
spir-11148	52	12	-	-	ADJ
spir-11148	52	13	structured	structured	ADJ
spir-11148	52	14	interviews	interview	NOUN
spir-11148	52	15	with	with	ADP
spir-11148	52	16	live	live	ADJ
spir-11148	52	17	streamers	streamer	NOUN
spir-11148	52	18	of	of	ADP
spir-11148	52	19	both	both	CCONJ
spir-11148	52	20	professional	professional	ADJ
spir-11148	52	21	and	and	CCONJ
spir-11148	52	22	semiprofessional	semiprofessional	ADJ
spir-11148	52	23	status	status	NOUN
spir-11148	52	24	.	.	PUNCT
spir-11148	53	1	the	the	DET
spir-11148	53	2	majority	majority	NOUN
spir-11148	53	3	of	of	ADP
spir-11148	53	4	respondents	respondent	NOUN
spir-11148	53	5	were	be	AUX
spir-11148	53	6	in	in	ADP
spir-11148	53	7	their	their	PRON
spir-11148	53	8	twenties	twenty	NOUN
spir-11148	53	9	and	and	CCONJ
spir-11148	53	10	from	from	ADP
spir-11148	53	11	the	the	DET
spir-11148	53	12	united	united	PROPN
spir-11148	53	13	states	states	PROPN
spir-11148	53	14	,	,	PUNCT
spir-11148	53	15	although	although	SCONJ
spir-11148	53	16	nationality	nationality	NOUN
spir-11148	53	17	was	be	AUX
spir-11148	53	18	diverse	diverse	ADJ
spir-11148	53	19	,	,	PUNCT
spir-11148	53	20	with	with	ADP
spir-11148	53	21	most	most	ADJ
spir-11148	53	22	of	of	ADP
spir-11148	53	23	our	our	PRON
spir-11148	53	24	respondents	respondent	NOUN
spir-11148	53	25	hailing	hail	VERB
spir-11148	53	26	from	from	ADP
spir-11148	53	27	other	other	ADJ
spir-11148	53	28	global	global	ADJ
spir-11148	53	29	north	north	NOUN
spir-11148	53	30	countries	country	NOUN
spir-11148	53	31	(	(	PUNCT
spir-11148	53	32	primarily	primarily	ADV
spir-11148	53	33	canada	canada	PROPN
spir-11148	53	34	and	and	CCONJ
spir-11148	53	35	within	within	ADP
spir-11148	53	36	europe	europe	PROPN
spir-11148	53	37	)	)	PUNCT
spir-11148	53	38	,	,	PUNCT
spir-11148	53	39	but	but	CCONJ
spir-11148	53	40	also	also	ADV
spir-11148	53	41	a	a	DET
spir-11148	53	42	significant	significant	ADJ
spir-11148	53	43	number	number	NOUN
spir-11148	53	44	from	from	ADP
spir-11148	53	45	the	the	DET
spir-11148	53	46	global	global	ADJ
spir-11148	53	47	south	south	NOUN
spir-11148	53	48	(	(	PUNCT
spir-11148	53	49	especially	especially	ADV
spir-11148	53	50	south	south	PROPN
spir-11148	53	51	america	america	PROPN
spir-11148	53	52	)	)	PUNCT
spir-11148	53	53	,	,	PUNCT
spir-11148	53	54	in	in	ADP
spir-11148	53	55	a	a	DET
spir-11148	53	56	ratio	ratio	NOUN
spir-11148	53	57	of	of	ADP
spir-11148	53	58	approximately	approximately	ADV
spir-11148	53	59	five	five	NUM
spir-11148	53	60	to	to	ADP
spir-11148	53	61	one	one	NUM
spir-11148	53	62	.	.	PUNCT
spir-11148	54	1	around	around	ADV
spir-11148	54	2	seventy	seventy	NUM
spir-11148	54	3	percent	percent	NOUN
spir-11148	54	4	of	of	ADP
spir-11148	54	5	our	our	PRON
spir-11148	54	6	interviewees	interviewee	NOUN
spir-11148	54	7	were	be	AUX
spir-11148	54	8	in	in	ADP
spir-11148	54	9	their	their	PRON
spir-11148	54	10	20s	20	NOUN
spir-11148	54	11	,	,	PUNCT
spir-11148	54	12	with	with	ADP
spir-11148	54	13	almost	almost	ADV
spir-11148	54	14	thirty	thirty	NUM
spir-11148	54	15	percent	percent	NOUN
spir-11148	54	16	in	in	ADP
spir-11148	54	17	their	their	PRON
spir-11148	54	18	30s	30	NOUN
spir-11148	54	19	,	,	PUNCT
spir-11148	54	20	and	and	CCONJ
spir-11148	54	21	only	only	ADV
spir-11148	54	22	one	one	NUM
spir-11148	54	23	or	or	CCONJ
spir-11148	54	24	two	two	NUM
spir-11148	54	25	younger	young	ADJ
spir-11148	54	26	or	or	CCONJ
spir-11148	54	27	older	old	ADJ
spir-11148	54	28	than	than	ADP
spir-11148	54	29	those	those	DET
spir-11148	54	30	categories	category	NOUN
spir-11148	54	31	.	.	PUNCT
spir-11148	55	1	this	this	DET
spir-11148	55	2	interview	interview	NOUN
spir-11148	55	3	data	datum	NOUN
spir-11148	55	4	is	be	AUX
spir-11148	55	5	coupled	couple	VERB
spir-11148	55	6	with	with	ADP
spir-11148	55	7	ethnographic	ethnographic	ADJ
spir-11148	55	8	findings	finding	NOUN
spir-11148	55	9	from	from	ADP
spir-11148	55	10	several	several	ADJ
spir-11148	55	11	hundred	hundred	NUM
spir-11148	55	12	hours	hour	NOUN
spir-11148	55	13	of	of	ADP
spir-11148	55	14	observation	observation	NOUN
spir-11148	55	15	at	at	ADP
spir-11148	55	16	live	live	ADJ
spir-11148	55	17	streaming	streaming	NOUN
spir-11148	55	18	events	event	NOUN
spir-11148	55	19	attended	attend	VERB
spir-11148	55	20	in	in	ADP
spir-11148	55	21	person	person	NOUN
spir-11148	55	22	in	in	ADP
spir-11148	55	23	the	the	DET
spir-11148	55	24	us	us	PROPN
spir-11148	55	25	,	,	PUNCT
spir-11148	55	26	uk	uk	PROPN
spir-11148	55	27	,	,	PUNCT
spir-11148	55	28	germany	germany	PROPN
spir-11148	55	29	and	and	CCONJ
spir-11148	55	30	poland	poland	PROPN
spir-11148	55	31	,	,	PUNCT
spir-11148	55	32	and	and	CCONJ
spir-11148	55	33	from	from	ADP
spir-11148	55	34	200	200	NUM
spir-11148	55	35	live	live	ADJ
spir-11148	55	36	streams	stream	NOUN
spir-11148	55	37	viewed	view	VERB
spir-11148	55	38	each	each	PRON
spir-11148	55	39	for	for	ADP
spir-11148	55	40	at	at	ADV
spir-11148	55	41	least	least	ADV
spir-11148	55	42	one	one	NUM
spir-11148	55	43	hour	hour	NOUN
spir-11148	55	44	.	.	PUNCT
spir-11148	56	1	this	this	DET
spir-11148	56	2	ethnographic	ethnographic	ADJ
spir-11148	56	3	engagement	engagement	NOUN
spir-11148	56	4	allows	allow	VERB
spir-11148	56	5	us	we	PRON
spir-11148	56	6	to	to	PART
spir-11148	56	7	see	see	VERB
spir-11148	56	8	something	something	PRON
spir-11148	56	9	of	of	ADP
spir-11148	56	10	the	the	DET
spir-11148	56	11	performance	performance	NOUN
spir-11148	56	12	of	of	ADP
spir-11148	56	13	work	work	NOUN
spir-11148	56	14	that	that	PRON
spir-11148	56	15	streamers	streamer	NOUN
spir-11148	56	16	perform	perform	VERB
spir-11148	56	17	in	in	ADP
spir-11148	56	18	their	their	PRON
spir-11148	56	19	daily	daily	ADJ
spir-11148	56	20	activities	activity	NOUN
spir-11148	56	21	,	,	PUNCT
spir-11148	56	22	which	which	PRON
spir-11148	56	23	is	be	AUX
spir-11148	56	24	highly	highly	ADV
spir-11148	56	25	comparable	comparable	ADJ
spir-11148	56	26	(	(	PUNCT
spir-11148	56	27	woodcock	woodcock	NOUN
spir-11148	56	28	&	&	CCONJ
spir-11148	56	29	johnson	johnson	PROPN
spir-11148	56	30	,	,	PUNCT
spir-11148	56	31	2019	2019	NUM
spir-11148	56	32	)	)	PUNCT
spir-11148	56	33	to	to	ADP
spir-11148	56	34	other	other	ADJ
spir-11148	56	35	publicfacing	publicface	VERB
spir-11148	56	36	performative	performative	ADJ
spir-11148	56	37	jobs	job	NOUN
spir-11148	56	38	(	(	PUNCT
spir-11148	56	39	cf	cf	NOUN
spir-11148	56	40	.	.	PUNCT
spir-11148	57	1	duffy	duffy	PROPN
spir-11148	57	2	,	,	PUNCT
spir-11148	57	3	2017	2017	NUM
spir-11148	57	4	)	)	PUNCT
spir-11148	57	5	which	which	PRON
spir-11148	57	6	mobilise	mobilise	VERB
spir-11148	57	7	affect	affect	NOUN
spir-11148	57	8	and	and	CCONJ
spir-11148	57	9	emotion	emotion	NOUN
spir-11148	57	10	,	,	PUNCT
spir-11148	57	11	such	such	ADJ
spir-11148	57	12	as	as	ADP
spir-11148	57	13	fashion	fashion	NOUN
spir-11148	57	14	(	(	PUNCT
spir-11148	57	15	e.g.	e.g.	ADV
spir-11148	57	16	wissinger	wissinger	ADJ
spir-11148	57	17	,	,	PUNCT
spir-11148	57	18	2007	2007	NUM
spir-11148	57	19	)	)	PUNCT
spir-11148	57	20	or	or	CCONJ
spir-11148	57	21	blogging	blogge	VERB
spir-11148	57	22	(	(	PUNCT
spir-11148	57	23	e.g.	e.g.	ADV
spir-11148	57	24	bruns	brun	NOUN
spir-11148	57	25	,	,	PUNCT
spir-11148	57	26	2008	2008	NUM
spir-11148	57	27	)	)	PUNCT
spir-11148	57	28	.	.	PUNCT
spir-11148	58	1	by	by	ADP
spir-11148	58	2	combining	combine	VERB
spir-11148	58	3	interview	interview	NOUN
spir-11148	58	4	data	datum	NOUN
spir-11148	58	5	and	and	CCONJ
spir-11148	58	6	ethnographic	ethnographic	ADJ
spir-11148	58	7	work	work	NOUN
spir-11148	58	8	,	,	PUNCT
spir-11148	58	9	we	we	PRON
spir-11148	58	10	are	be	AUX
spir-11148	58	11	thus	thus	ADV
spir-11148	58	12	able	able	ADJ
spir-11148	58	13	to	to	PART
spir-11148	58	14	achieve	achieve	VERB
spir-11148	58	15	both	both	PRON
spir-11148	58	16	a	a	DET
spir-11148	58	17	detailed	detailed	ADJ
spir-11148	58	18	look	look	NOUN
spir-11148	58	19	into	into	ADP
spir-11148	58	20	the	the	DET
spir-11148	58	21	lives	life	NOUN
spir-11148	58	22	and	and	CCONJ
spir-11148	58	23	actions	action	NOUN
spir-11148	58	24	of	of	ADP
spir-11148	58	25	particular	particular	ADJ
spir-11148	58	26	streamers	streamer	NOUN
spir-11148	58	27	,	,	PUNCT
spir-11148	58	28	and	and	CCONJ
spir-11148	58	29	a	a	DET
spir-11148	58	30	broader	broad	ADJ
spir-11148	58	31	assessment	assessment	NOUN
spir-11148	58	32	of	of	ADP
spir-11148	58	33	the	the	DET
spir-11148	58	34	culture	culture	NOUN
spir-11148	58	35	arising	arise	VERB
spir-11148	58	36	around	around	ADP
spir-11148	58	37	live	live	ADJ
spir-11148	58	38	streaming	streaming	NOUN
spir-11148	58	39	and	and	CCONJ
spir-11148	58	40	the	the	DET
spir-11148	58	41	affordances	affordance	NOUN
spir-11148	58	42	of	of	ADP
spir-11148	58	43	streaming	streaming	NOUN
spir-11148	58	44	platforms	platform	NOUN
spir-11148	58	45	,	,	PUNCT
spir-11148	58	46	and	and	CCONJ
spir-11148	58	47	in	in	ADP
spir-11148	58	48	this	this	DET
spir-11148	58	49	case	case	NOUN
spir-11148	58	50	how	how	SCONJ
spir-11148	58	51	these	these	DET
spir-11148	58	52	shape	shape	NOUN
spir-11148	58	53	monetization	monetization	NOUN
spir-11148	58	54	models	model	NOUN
spir-11148	58	55	.	.	PUNCT
spir-11148	59	1	the	the	DET
spir-11148	59	2	core	core	NOUN
spir-11148	59	3	of	of	ADP
spir-11148	59	4	the	the	DET
spir-11148	59	5	paper	paper	NOUN
spir-11148	59	6	then	then	ADV
spir-11148	59	7	addresses	address	VERB
spir-11148	59	8	seven	seven	NUM
spir-11148	59	9	core	core	NOUN
spir-11148	59	10	monetization	monetization	NOUN
spir-11148	59	11	methods	method	NOUN
spir-11148	59	12	we	we	PRON
spir-11148	59	13	identify	identify	VERB
spir-11148	59	14	for	for	ADP
spir-11148	59	15	live	live	ADJ
spir-11148	59	16	streaming	streaming	NOUN
spir-11148	59	17	.	.	PUNCT
spir-11148	60	1	subscriptions	subscription	NOUN
spir-11148	60	2	entail	entail	VERB
spir-11148	60	3	a	a	DET
spir-11148	60	4	guarantee	guarantee	NOUN
spir-11148	60	5	to	to	PART
spir-11148	60	6	give	give	VERB
spir-11148	60	7	a	a	DET
spir-11148	60	8	monthly	monthly	ADJ
spir-11148	60	9	amount	amount	NOUN
spir-11148	60	10	to	to	ADP
spir-11148	60	11	a	a	DET
spir-11148	60	12	streamer	streamer	NOUN
spir-11148	60	13	in	in	ADP
spir-11148	60	14	exchange	exchange	NOUN
spir-11148	60	15	for	for	ADP
spir-11148	60	16	the	the	DET
spir-11148	60	17	visual	visual	ADJ
spir-11148	60	18	distinction	distinction	NOUN
spir-11148	60	19	of	of	ADP
spir-11148	60	20	one	one	NUM
spir-11148	60	21	’s	’s	PART
spir-11148	60	22	username	username	NOUN
spir-11148	60	23	on	on	ADP
spir-11148	60	24	twitch	twitch	NOUN
spir-11148	60	25	.	.	PUNCT
spir-11148	61	1	donations	donation	NOUN
spir-11148	61	2	and	and	CCONJ
spir-11148	61	3	“	"	PUNCT
spir-11148	61	4	cheering	cheer	VERB
spir-11148	61	5	”	"	PUNCT
spir-11148	61	6	entail	entail	VERB
spir-11148	61	7	either	either	CCONJ
spir-11148	61	8	giving	give	VERB
spir-11148	61	9	the	the	DET
spir-11148	61	10	streamer	streamer	NOUN
spir-11148	61	11	money	money	NOUN
spir-11148	61	12	directly	directly	ADV
spir-11148	61	13	via	via	ADP
spir-11148	61	14	paypal	paypal	NOUN
spir-11148	61	15	,	,	PUNCT
spir-11148	61	16	or	or	CCONJ
spir-11148	61	17	donating	donate	VERB
spir-11148	61	18	through	through	ADP
spir-11148	61	19	twitch	twitch	NOUN
spir-11148	61	20	,	,	PUNCT
spir-11148	61	21	during	during	ADP
spir-11148	61	22	which	which	PRON
spir-11148	61	23	the	the	DET
spir-11148	61	24	platform	platform	NOUN
spir-11148	61	25	takes	take	VERB
spir-11148	61	26	a	a	DET
spir-11148	61	27	cut	cut	NOUN
spir-11148	61	28	of	of	ADP
spir-11148	61	29	the	the	DET
spir-11148	61	30	money	money	NOUN
spir-11148	61	31	,	,	PUNCT
spir-11148	61	32	but	but	CCONJ
spir-11148	61	33	viewers	viewer	NOUN
spir-11148	61	34	get	get	VERB
spir-11148	61	35	automatic	automatic	ADJ
spir-11148	61	36	recognition	recognition	NOUN
spir-11148	61	37	of	of	ADP
spir-11148	61	38	their	their	PRON
spir-11148	61	39	donations	donation	NOUN
spir-11148	61	40	.	.	PUNCT
spir-11148	62	1	advertising	advertising	NOUN
spir-11148	62	2	entails	entail	VERB
spir-11148	62	3	running	run	VERB
spir-11148	62	4	adverts	advert	NOUN
spir-11148	62	5	for	for	ADP
spir-11148	62	6	corporate	corporate	ADJ
spir-11148	62	7	products	product	NOUN
spir-11148	62	8	on	on	ADP
spir-11148	62	9	one	one	NUM
spir-11148	62	10	’s	’s	PART
spir-11148	62	11	channel	channel	NOUN
spir-11148	62	12	.	.	PUNCT
spir-11148	63	1	sponsorships	sponsorship	NOUN
spir-11148	63	2	are	be	AUX
spir-11148	63	3	secured	secure	VERB
spir-11148	63	4	by	by	ADP
spir-11148	63	5	many	many	ADJ
spir-11148	63	6	live	live	ADJ
spir-11148	63	7	streamers	streamer	NOUN
spir-11148	63	8	with	with	ADP
spir-11148	63	9	games	game	NOUN
spir-11148	63	10	companies	company	NOUN
spir-11148	63	11	or	or	CCONJ
spir-11148	63	12	other	other	ADJ
spir-11148	63	13	brands	brand	NOUN
spir-11148	63	14	,	,	PUNCT
spir-11148	63	15	who	who	PRON
spir-11148	63	16	offer	offer	VERB
spir-11148	63	17	free	free	ADJ
spir-11148	63	18	products	product	NOUN
spir-11148	63	19	or	or	CCONJ
spir-11148	63	20	promotion	promotion	NOUN
spir-11148	63	21	in	in	ADP
spir-11148	63	22	exchange	exchange	NOUN
spir-11148	63	23	for	for	ADP
spir-11148	63	24	highlighting	highlight	VERB
spir-11148	63	25	their	their	PRON
spir-11148	63	26	wares	ware	NOUN
spir-11148	63	27	during	during	ADP
spir-11148	63	28	particular	particular	ADJ
spir-11148	63	29	broadcasts	broadcast	NOUN
spir-11148	63	30	.	.	PUNCT
spir-11148	64	1	competitions	competition	NOUN
spir-11148	64	2	and	and	CCONJ
spir-11148	64	3	targets	target	NOUN
spir-11148	64	4	involve	involve	VERB
spir-11148	64	5	encouraging	encourage	VERB
spir-11148	64	6	buy	buy	NOUN
spir-11148	64	7	-	-	PUNCT
spir-11148	64	8	in	in	NOUN
spir-11148	64	9	from	from	ADP
spir-11148	64	10	viewers	viewer	NOUN
spir-11148	64	11	in	in	ADP
spir-11148	64	12	the	the	DET
spir-11148	64	13	hope	hope	NOUN
spir-11148	64	14	of	of	ADP
spir-11148	64	15	winning	win	VERB
spir-11148	64	16	an	an	DET
spir-11148	64	17	individual	individual	ADJ
spir-11148	64	18	or	or	CCONJ
spir-11148	64	19	global	global	ADJ
spir-11148	64	20	prize	prize	NOUN
spir-11148	64	21	.	.	PUNCT
spir-11148	65	1	unpredictable	unpredictable	ADJ
spir-11148	65	2	rewards	reward	NOUN
spir-11148	65	3	for	for	ADP
spir-11148	65	4	financial	financial	ADJ
spir-11148	65	5	support	support	NOUN
spir-11148	65	6	are	be	AUX
spir-11148	65	7	the	the	DET
spir-11148	65	8	sixth	sixth	ADJ
spir-11148	65	9	method	method	NOUN
spir-11148	65	10	,	,	PUNCT
spir-11148	65	11	drawing	draw	VERB
spir-11148	65	12	on	on	ADP
spir-11148	65	13	the	the	DET
spir-11148	65	14	psychology	psychology	NOUN
spir-11148	65	15	of	of	ADP
spir-11148	65	16	gambling	gambling	NOUN
spir-11148	65	17	and	and	CCONJ
spir-11148	65	18	games	game	NOUN
spir-11148	65	19	of	of	ADP
spir-11148	65	20	unpredictability	unpredictability	NOUN
spir-11148	65	21	more	more	ADV
spir-11148	65	22	broadly	broadly	ADV
spir-11148	65	23	to	to	PART
spir-11148	65	24	keep	keep	VERB
spir-11148	65	25	people	people	NOUN
spir-11148	65	26	donating	donate	VERB
spir-11148	65	27	in	in	ADP
spir-11148	65	28	the	the	DET
spir-11148	65	29	hope	hope	NOUN
spir-11148	65	30	of	of	ADP
spir-11148	65	31	recognition	recognition	NOUN
spir-11148	65	32	.	.	PUNCT
spir-11148	66	1	finally	finally	ADV
spir-11148	66	2	,	,	PUNCT
spir-11148	66	3	the	the	DET
spir-11148	66	4	implementation	implementation	NOUN
spir-11148	66	5	of	of	ADP
spir-11148	66	6	monetary	monetary	ADJ
spir-11148	66	7	“	"	PUNCT
spir-11148	66	8	channel	channel	NOUN
spir-11148	66	9	games	game	NOUN
spir-11148	66	10	”	"	PUNCT
spir-11148	66	11	represent	represent	VERB
spir-11148	66	12	a	a	DET
spir-11148	66	13	gamification	gamification	NOUN
spir-11148	66	14	of	of	ADP
spir-11148	66	15	the	the	DET
spir-11148	66	16	twitch	twitch	NOUN
spir-11148	66	17	platform	platform	NOUN
spir-11148	66	18	itself	itself	PRON
spir-11148	66	19	,	,	PUNCT
spir-11148	66	20	highly	highly	ADV
spir-11148	66	21	appropriate	appropriate	ADJ
spir-11148	66	22	given	give	VERB
spir-11148	66	23	its	its	PRON
spir-11148	66	24	primary	primary	ADJ
spir-11148	66	25	user	user	NOUN
spir-11148	66	26	market	market	NOUN
spir-11148	66	27	.	.	PUNCT
spir-11148	67	1	we	we	PRON
spir-11148	67	2	cover	cover	VERB
spir-11148	67	3	each	each	DET
spir-11148	67	4	monetization	monetization	NOUN
spir-11148	67	5	technique	technique	NOUN
spir-11148	67	6	in	in	ADP
spir-11148	67	7	turn	turn	NOUN
spir-11148	67	8	,	,	PUNCT
spir-11148	67	9	considering	consider	VERB
spir-11148	67	10	what	what	PRON
spir-11148	67	11	elements	element	NOUN
spir-11148	67	12	of	of	ADP
spir-11148	67	13	the	the	DET
spir-11148	67	14	platform	platform	NOUN
spir-11148	67	15	encourage	encourage	VERB
spir-11148	67	16	them	they	PRON
spir-11148	67	17	,	,	PUNCT
spir-11148	67	18	how	how	SCONJ
spir-11148	67	19	streamers	streamer	NOUN
spir-11148	67	20	act	act	VERB
spir-11148	67	21	,	,	PUNCT
spir-11148	67	22	how	how	SCONJ
spir-11148	67	23	viewers	viewer	NOUN
spir-11148	67	24	act	act	VERB
spir-11148	67	25	,	,	PUNCT
spir-11148	67	26	and	and	CCONJ
spir-11148	67	27	how	how	SCONJ
spir-11148	67	28	elements	element	NOUN
spir-11148	67	29	of	of	ADP
spir-11148	67	30	gaming	gaming	NOUN
spir-11148	67	31	culture	culture	NOUN
spir-11148	67	32	have	have	AUX
spir-11148	67	33	been	be	AUX
spir-11148	67	34	skillfully	skillfully	ADV
spir-11148	67	35	monetized	monetize	VERB
spir-11148	67	36	by	by	ADP
spir-11148	67	37	entrepreneurial	entrepreneurial	ADJ
spir-11148	67	38	live	live	ADJ
spir-11148	67	39	streamers	streamer	NOUN
spir-11148	67	40	–	–	PUNCT
spir-11148	67	41	yet	yet	CCONJ
spir-11148	67	42	within	within	ADP
spir-11148	67	43	boundaries	boundary	NOUN
spir-11148	67	44	and	and	CCONJ
spir-11148	67	45	confines	confine	NOUN
spir-11148	67	46	laid	lay	VERB
spir-11148	67	47	out	out	ADP
spir-11148	67	48	by	by	ADP
spir-11148	67	49	twitch	twitch	NOUN
spir-11148	67	50	.	.	PUNCT
spir-11148	68	1	in	in	ADP
spir-11148	68	2	particular	particular	ADJ
spir-11148	68	3	,	,	PUNCT
spir-11148	68	4	we	we	PRON
spir-11148	68	5	focus	focus	VERB
spir-11148	68	6	on	on	ADP
spir-11148	68	7	practices	practice	NOUN
spir-11148	68	8	that	that	PRON
spir-11148	68	9	exist	exist	VERB
spir-11148	68	10	both	both	CCONJ
spir-11148	68	11	within	within	ADP
spir-11148	68	12	and	and	CCONJ
spir-11148	68	13	beyond	beyond	ADP
spir-11148	68	14	the	the	DET
spir-11148	68	15	governance	governance	NOUN
spir-11148	68	16	of	of	ADP
spir-11148	68	17	the	the	DET
spir-11148	68	18	platform	platform	NOUN
spir-11148	68	19	itself	itself	PRON
spir-11148	68	20	:	:	PUNCT
spir-11148	68	21	this	this	DET
spir-11148	68	22	analysis	analysis	NOUN
spir-11148	68	23	of	of	ADP
spir-11148	68	24	twitch	twitch	ADJ
spir-11148	68	25	examines	examine	NOUN
spir-11148	68	26	how	how	SCONJ
spir-11148	68	27	these	these	DET
spir-11148	68	28	economic	economic	ADJ
spir-11148	68	29	dynamics	dynamic	NOUN
spir-11148	68	30	influence	influence	NOUN
spir-11148	68	31	,	,	PUNCT
spir-11148	68	32	and	and	CCONJ
spir-11148	68	33	are	be	AUX
spir-11148	68	34	influenced	influence	VERB
spir-11148	68	35	by	by	ADP
spir-11148	68	36	,	,	PUNCT
spir-11148	68	37	the	the	DET
spir-11148	68	38	political	political	ADJ
spir-11148	68	39	,	,	PUNCT
spir-11148	68	40	social	social	ADJ
spir-11148	68	41	and	and	CCONJ
spir-11148	68	42	cultural	cultural	ADJ
spir-11148	68	43	relationships	relationship	NOUN
spir-11148	68	44	of	of	ADP
spir-11148	68	45	live	live	ADJ
spir-11148	68	46	streaming	streaming	NOUN
spir-11148	68	47	.	.	PUNCT
spir-11148	69	1	the	the	DET
spir-11148	69	2	monetization	monetization	NOUN
spir-11148	69	3	models	model	NOUN
spir-11148	69	4	emerging	emerge	VERB
spir-11148	69	5	here	here	ADV
spir-11148	69	6	have	have	VERB
spir-11148	69	7	important	important	ADJ
spir-11148	69	8	implications	implication	NOUN
spir-11148	69	9	for	for	ADP
spir-11148	69	10	the	the	DET
spir-11148	69	11	entrepreneurial	entrepreneurial	ADJ
spir-11148	69	12	(	(	PUNCT
spir-11148	69	13	generally	generally	ADV
spir-11148	69	14	young	young	ADJ
spir-11148	69	15	)	)	PUNCT
spir-11148	69	16	individuals	individual	NOUN
spir-11148	69	17	trying	try	VERB
spir-11148	69	18	to	to	PART
spir-11148	69	19	build	build	VERB
spir-11148	69	20	new	new	ADJ
spir-11148	69	21	online	online	ADJ
spir-11148	69	22	careers	career	NOUN
spir-11148	69	23	,	,	PUNCT
spir-11148	69	24	as	as	ADV
spir-11148	69	25	well	well	ADV
spir-11148	69	26	as	as	ADP
spir-11148	69	27	for	for	ADP
spir-11148	69	28	how	how	SCONJ
spir-11148	69	29	other	other	ADJ
spir-11148	69	30	platforms	platform	NOUN
spir-11148	69	31	(	(	PUNCT
spir-11148	69	32	or	or	CCONJ
spir-11148	69	33	people	people	NOUN
spir-11148	69	34	on	on	ADP
spir-11148	69	35	platforms	platform	NOUN
spir-11148	69	36	)	)	PUNCT
spir-11148	69	37	may	may	AUX
spir-11148	69	38	choose	choose	VERB
spir-11148	69	39	to	to	PART
spir-11148	69	40	monetize	monetize	VERB
spir-11148	69	41	.	.	PUNCT
spir-11148	70	1	on	on	ADP
spir-11148	70	2	twitch	twitch	VERB
spir-11148	70	3	itself	itself	PRON
spir-11148	70	4	,	,	PUNCT
spir-11148	70	5	meanwhile	meanwhile	ADV
spir-11148	70	6	,	,	PUNCT
spir-11148	70	7	the	the	DET
spir-11148	70	8	striking	striking	ADJ
spir-11148	70	9	profitability	profitability	NOUN
spir-11148	70	10	of	of	ADP
spir-11148	70	11	the	the	DET
spir-11148	70	12	most	most	ADV
spir-11148	70	13	successful	successful	ADJ
spir-11148	70	14	streamers	streamer	NOUN
spir-11148	70	15	and	and	CCONJ
spir-11148	70	16	twitch	twitch	VERB
spir-11148	70	17	as	as	ADP
spir-11148	70	18	a	a	DET
spir-11148	70	19	whole	whole	ADJ
spir-11148	70	20	make	make	VERB
spir-11148	70	21	it	it	PRON
spir-11148	70	22	is	be	AUX
spir-11148	70	23	crucial	crucial	ADJ
spir-11148	70	24	to	to	PART
spir-11148	70	25	interrogate	interrogate	VERB
spir-11148	70	26	who	who	PRON
spir-11148	70	27	is	be	AUX
spir-11148	70	28	winning	win	VERB
spir-11148	70	29	and	and	CCONJ
spir-11148	70	30	losing	lose	VERB
spir-11148	70	31	in	in	ADP
spir-11148	70	32	financial	financial	ADJ
spir-11148	70	33	terms	term	NOUN
spir-11148	70	34	,	,	PUNCT
spir-11148	70	35	and	and	CCONJ
spir-11148	70	36	why	why	SCONJ
spir-11148	70	37	,	,	PUNCT
spir-11148	70	38	and	and	CCONJ
spir-11148	70	39	how	how	SCONJ
spir-11148	70	40	the	the	DET
spir-11148	70	41	role	role	NOUN
spir-11148	70	42	of	of	ADP
spir-11148	70	43	money	money	NOUN
spir-11148	70	44	brushes	brush	VERB
spir-11148	70	45	up	up	ADP
spir-11148	70	46	against	against	ADP
spir-11148	70	47	the	the	DET
spir-11148	70	48	inherent	inherent	ADJ
spir-11148	70	49	playfulness	playfulness	NOUN
spir-11148	70	50	of	of	ADP
spir-11148	70	51	a	a	DET
spir-11148	70	52	platform	platform	NOUN
spir-11148	70	53	dedicated	dedicate	VERB
spir-11148	70	54	(	(	PUNCT
spir-11148	70	55	primarily	primarily	ADV
spir-11148	70	56	)	)	PUNCT
spir-11148	70	57	to	to	ADP
spir-11148	70	58	gaming	game	VERB
spir-11148	70	59	.	.	PUNCT
spir-11148	71	1	we	we	PRON
spir-11148	71	2	argue	argue	VERB
spir-11148	71	3	that	that	SCONJ
spir-11148	71	4	such	such	DET
spir-11148	71	5	a	a	DET
spir-11148	71	6	wide	wide	ADJ
spir-11148	71	7	variety	variety	NOUN
spir-11148	71	8	of	of	ADP
spir-11148	71	9	monetization	monetization	NOUN
spir-11148	71	10	methods	method	NOUN
spir-11148	71	11	is	be	AUX
spir-11148	71	12	possible	possible	ADJ
spir-11148	71	13	because	because	SCONJ
spir-11148	71	14	the	the	DET
spir-11148	71	15	platform	platform	NOUN
spir-11148	71	16	is	be	AUX
spir-11148	71	17	relatively	relatively	ADV
spir-11148	71	18	devoid	devoid	ADJ
spir-11148	71	19	of	of	ADP
spir-11148	71	20	explicit	explicit	ADJ
spir-11148	71	21	rules	rule	NOUN
spir-11148	71	22	or	or	CCONJ
spir-11148	71	23	regulations	regulation	NOUN
spir-11148	71	24	preventing	prevent	VERB
spir-11148	71	25	streamer	streamer	NOUN
spir-11148	71	26	behaviours	behaviour	NOUN
spir-11148	71	27	,	,	PUNCT
spir-11148	71	28	allowing	allow	VERB
spir-11148	71	29	for	for	ADP
spir-11148	71	30	consistent	consistent	ADJ
spir-11148	71	31	innovation	innovation	NOUN
spir-11148	71	32	and	and	CCONJ
spir-11148	71	33	change	change	NOUN
spir-11148	71	34	within	within	ADP
spir-11148	71	35	the	the	DET
spir-11148	71	36	broader	broad	ADJ
spir-11148	71	37	structure	structure	NOUN
spir-11148	71	38	of	of	ADP
spir-11148	71	39	the	the	DET
spir-11148	71	40	live	live	ADJ
spir-11148	71	41	stream	stream	NOUN
spir-11148	71	42	.	.	PUNCT
spir-11148	72	1	this	this	PRON
spir-11148	72	2	has	have	AUX
spir-11148	72	3	led	lead	VERB
spir-11148	72	4	to	to	ADP
spir-11148	72	5	an	an	DET
spir-11148	72	6	ongoing	ongoing	ADJ
spir-11148	72	7	relationship	relationship	NOUN
spir-11148	72	8	between	between	ADP
spir-11148	72	9	the	the	DET
spir-11148	72	10	platform	platform	NOUN
spir-11148	72	11	and	and	CCONJ
spir-11148	72	12	its	its	PRON
spir-11148	72	13	streamers	streamer	NOUN
spir-11148	72	14	which	which	PRON
spir-11148	72	15	is	be	AUX
spir-11148	72	16	both	both	DET
spir-11148	72	17	iterative	iterative	NOUN
spir-11148	72	18	–	–	PUNCT
spir-11148	72	19	things	thing	NOUN
spir-11148	72	20	are	be	AUX
spir-11148	72	21	regularly	regularly	ADV
spir-11148	72	22	changing	change	VERB
spir-11148	72	23	and	and	CCONJ
spir-11148	72	24	progressing	progress	VERB
spir-11148	72	25	and	and	CCONJ
spir-11148	72	26	becoming	become	VERB
spir-11148	72	27	ever	ever	ADV
spir-11148	72	28	more	more	ADV
spir-11148	72	29	“	"	PUNCT
spir-11148	72	30	optimised	optimise	VERB
spir-11148	72	31	”	"	PUNCT
spir-11148	72	32	(	(	PUNCT
spir-11148	72	33	cf	cf	NOUN
spir-11148	72	34	.	.	PUNCT
spir-11148	73	1	partin	partin	PROPN
spir-11148	73	2	,	,	PUNCT
spir-11148	73	3	2019	2019	NUM
spir-11148	73	4	)	)	PUNCT
spir-11148	73	5	–	–	PUNCT
spir-11148	73	6	and	and	CCONJ
spir-11148	73	7	recursive	recursive	ADJ
spir-11148	73	8	–	–	PUNCT
spir-11148	73	9	as	as	SCONJ
spir-11148	73	10	both	both	DET
spir-11148	73	11	parties	party	NOUN
spir-11148	73	12	are	be	AUX
spir-11148	73	13	influencing	influence	VERB
spir-11148	73	14	the	the	DET
spir-11148	73	15	behaviours	behaviour	NOUN
spir-11148	73	16	of	of	ADP
spir-11148	73	17	the	the	DET
spir-11148	73	18	other	other	ADJ
spir-11148	73	19	.	.	PUNCT
spir-11148	74	1	the	the	DET
spir-11148	74	2	laxity	laxity	NOUN
spir-11148	74	3	of	of	ADP
spir-11148	74	4	these	these	DET
spir-11148	74	5	restrictions	restriction	NOUN
spir-11148	74	6	is	be	AUX
spir-11148	74	7	such	such	ADJ
spir-11148	74	8	that	that	SCONJ
spir-11148	74	9	streamers	streamer	NOUN
spir-11148	74	10	can	can	AUX
spir-11148	74	11	even	even	ADV
spir-11148	74	12	run	run	VERB
spir-11148	74	13	games	game	NOUN
spir-11148	74	14	of	of	ADP
spir-11148	74	15	chance	chance	NOUN
spir-11148	74	16	of	of	ADP
spir-11148	74	17	debatable	debatable	ADJ
spir-11148	74	18	legality	legality	NOUN
spir-11148	74	19	,	,	PUNCT
spir-11148	74	20	although	although	SCONJ
spir-11148	74	21	the	the	DET
spir-11148	74	22	length	length	NOUN
spir-11148	74	23	of	of	ADP
spir-11148	74	24	time	time	NOUN
spir-11148	74	25	this	this	DET
spir-11148	74	26	situation	situation	NOUN
spir-11148	74	27	will	will	AUX
spir-11148	74	28	continue	continue	VERB
spir-11148	74	29	unabated	unabated	ADJ
spir-11148	74	30	,	,	PUNCT
spir-11148	74	31	or	or	CCONJ
spir-11148	74	32	without	without	ADP
spir-11148	74	33	capture	capture	NOUN
spir-11148	74	34	by	by	ADP
spir-11148	74	35	the	the	DET
spir-11148	74	36	platform	platform	NOUN
spir-11148	74	37	,	,	PUNCT
spir-11148	74	38	remains	remain	VERB
spir-11148	74	39	to	to	PART
spir-11148	74	40	be	be	AUX
spir-11148	74	41	seen	see	VERB
spir-11148	74	42	.	.	PUNCT
spir-11148	75	1	equally	equally	ADV
spir-11148	75	2	,	,	PUNCT
spir-11148	75	3	the	the	DET
spir-11148	75	4	norms	norm	NOUN
spir-11148	75	5	of	of	ADP
spir-11148	75	6	twitch	twitch	NOUN
spir-11148	75	7	for	for	ADP
spir-11148	75	8	both	both	CCONJ
spir-11148	75	9	its	its	PRON
spir-11148	75	10	streamers	streamer	NOUN
spir-11148	75	11	and	and	CCONJ
spir-11148	75	12	its	its	PRON
spir-11148	75	13	viewers	viewer	NOUN
spir-11148	75	14	contribute	contribute	VERB
spir-11148	75	15	significantly	significantly	ADV
spir-11148	75	16	to	to	ADP
spir-11148	75	17	this	this	DET
spir-11148	75	18	profusion	profusion	NOUN
spir-11148	75	19	of	of	ADP
spir-11148	75	20	monetization	monetization	NOUN
spir-11148	75	21	methods	method	NOUN
spir-11148	75	22	:	:	PUNCT
spir-11148	75	23	viewers	viewer	NOUN
spir-11148	75	24	are	be	AUX
spir-11148	75	25	consistently	consistently	ADV
spir-11148	75	26	eager	eager	ADJ
spir-11148	75	27	to	to	PART
spir-11148	75	28	support	support	VERB
spir-11148	75	29	their	their	PRON
spir-11148	75	30	favourite	favourite	ADJ
spir-11148	75	31	streamers	streamer	NOUN
spir-11148	75	32	and	and	CCONJ
spir-11148	75	33	be	be	AUX
spir-11148	75	34	rewarded	reward	VERB
spir-11148	75	35	(	(	PUNCT
spir-11148	75	36	non	non	ADJ
spir-11148	75	37	-	-	ADJ
spir-11148	75	38	financially	financially	ADV
spir-11148	75	39	or	or	CCONJ
spir-11148	75	40	financially	financially	ADV
spir-11148	75	41	)	)	PUNCT
spir-11148	75	42	in	in	ADP
spir-11148	75	43	exchange	exchange	NOUN
spir-11148	75	44	,	,	PUNCT
spir-11148	75	45	while	while	SCONJ
spir-11148	75	46	aspiring	aspiring	ADJ
spir-11148	75	47	streamers	streamer	NOUN
spir-11148	75	48	think	think	VERB
spir-11148	75	49	nothing	nothing	PRON
spir-11148	75	50	of	of	ADP
spir-11148	75	51	encouraging	encourage	VERB
spir-11148	75	52	as	as	ADP
spir-11148	75	53	many	many	ADJ
spir-11148	75	54	donations	donation	NOUN
spir-11148	75	55	from	from	ADP
spir-11148	75	56	their	their	PRON
spir-11148	75	57	viewers	viewer	NOUN
spir-11148	75	58	as	as	ADP
spir-11148	75	59	possible	possible	ADJ
spir-11148	75	60	.	.	PUNCT
spir-11148	76	1	the	the	DET
spir-11148	76	2	exchange	exchange	NOUN
spir-11148	76	3	of	of	ADP
spir-11148	76	4	money	money	NOUN
spir-11148	76	5	is	be	AUX
spir-11148	76	6	built	build	VERB
spir-11148	76	7	so	so	ADV
spir-11148	76	8	deeply	deeply	ADV
spir-11148	76	9	into	into	ADP
spir-11148	76	10	both	both	CCONJ
spir-11148	76	11	the	the	DET
spir-11148	76	12	infrastructure	infrastructure	NOUN
spir-11148	76	13	and	and	CCONJ
spir-11148	76	14	the	the	DET
spir-11148	76	15	culture	culture	NOUN
spir-11148	76	16	of	of	ADP
spir-11148	76	17	live	live	ADJ
spir-11148	76	18	streaming	streaming	NOUN
spir-11148	76	19	that	that	PRON
spir-11148	76	20	new	new	ADJ
spir-11148	76	21	monetization	monetization	NOUN
spir-11148	76	22	methods	method	NOUN
spir-11148	76	23	are	be	AUX
spir-11148	76	24	welcomed	welcome	VERB
spir-11148	76	25	by	by	ADP
spir-11148	76	26	broadcaster	broadcaster	NOUN
spir-11148	76	27	and	and	CCONJ
spir-11148	76	28	consumer	consumer	NOUN
spir-11148	76	29	alike	alike	ADV
spir-11148	76	30	.	.	PUNCT
spir-11148	77	1	alongside	alongside	ADP
spir-11148	77	2	all	all	PRON
spir-11148	77	3	of	of	ADP
spir-11148	77	4	this	this	PRON
spir-11148	77	5	,	,	PUNCT
spir-11148	77	6	the	the	DET
spir-11148	77	7	games	game	NOUN
spir-11148	77	8	focus	focus	VERB
spir-11148	77	9	of	of	ADP
spir-11148	77	10	twitch	twitch	NOUN
spir-11148	77	11	also	also	ADV
spir-11148	77	12	makes	make	VERB
spir-11148	77	13	it	it	PRON
spir-11148	77	14	an	an	DET
spir-11148	77	15	environment	environment	NOUN
spir-11148	77	16	filled	fill	VERB
spir-11148	77	17	with	with	ADP
spir-11148	77	18	viewers	viewer	NOUN
spir-11148	77	19	who	who	PRON
spir-11148	77	20	are	be	AUX
spir-11148	77	21	highly	highly	ADV
spir-11148	77	22	comfortable	comfortable	ADJ
spir-11148	77	23	with	with	ADP
spir-11148	77	24	digital	digital	ADJ
spir-11148	77	25	play	play	NOUN
spir-11148	77	26	of	of	ADP
spir-11148	77	27	all	all	DET
spir-11148	77	28	different	different	ADJ
spir-11148	77	29	kinds	kind	NOUN
spir-11148	77	30	,	,	PUNCT
spir-11148	77	31	and	and	CCONJ
spir-11148	77	32	thus	thus	ADV
spir-11148	77	33	both	both	CCONJ
spir-11148	77	34	able	able	ADJ
spir-11148	77	35	and	and	CCONJ
spir-11148	77	36	willing	willing	ADJ
spir-11148	77	37	to	to	PART
spir-11148	77	38	engage	engage	VERB
spir-11148	77	39	with	with	ADP
spir-11148	77	40	some	some	PRON
spir-11148	77	41	of	of	ADP
spir-11148	77	42	the	the	DET
spir-11148	77	43	more	more	ADV
spir-11148	77	44	gamified	gamifie	VERB
spir-11148	77	45	monetization	monetization	NOUN
spir-11148	77	46	methods	method	NOUN
spir-11148	77	47	we	we	PRON
spir-11148	77	48	have	have	AUX
spir-11148	77	49	outlined	outline	VERB
spir-11148	77	50	here	here	ADV
spir-11148	77	51	.	.	PUNCT
spir-11148	78	1	bit	bit	NOUN
spir-11148	78	2	by	by	ADP
spir-11148	78	3	(	(	PUNCT
spir-11148	78	4	twitch	twitch	PROPN
spir-11148	78	5	)	)	PUNCT
spir-11148	78	6	bit	bit	NOUN
spir-11148	78	7	:	:	PUNCT
spir-11148	78	8	from	from	ADP
spir-11148	78	9	‘	'	PUNCT
spir-11148	78	10	platform	platform	NOUN
spir-11148	78	11	envelopment	envelopment	NOUN
spir-11148	78	12	’	'	PUNCT
spir-11148	78	13	to	to	ADP
spir-11148	78	14	‘	'	PUNCT
spir-11148	78	15	platform	platform	NOUN
spir-11148	78	16	capture	capture	NOUN
spir-11148	78	17	’	'	PUNCT
spir-11148	78	18	will	will	AUX
spir-11148	78	19	partin	partin	PROPN
spir-11148	78	20	,	,	PUNCT
spir-11148	78	21	university	university	PROPN
spir-11148	78	22	of	of	ADP
spir-11148	78	23	north	north	PROPN
spir-11148	78	24	carolina	carolina	PROPN
spir-11148	78	25	at	at	ADP
spir-11148	78	26	chapel	chapel	PROPN
spir-11148	78	27	hill	hill	PROPN
spir-11148	78	28	as	as	ADP
spir-11148	78	29	the	the	DET
spir-11148	78	30	literature	literature	NOUN
spir-11148	78	31	on	on	ADP
spir-11148	78	32	platforms	platform	NOUN
spir-11148	78	33	—	—	PUNCT
spir-11148	78	34	defined	define	VERB
spir-11148	78	35	,	,	PUNCT
spir-11148	78	36	in	in	ADP
spir-11148	78	37	their	their	PRON
spir-11148	78	38	broadest	broad	ADJ
spir-11148	78	39	sense	sense	NOUN
spir-11148	78	40	,	,	PUNCT
spir-11148	78	41	as	as	ADP
spir-11148	78	42	digital	digital	ADJ
spir-11148	78	43	infrastructures	infrastructure	NOUN
spir-11148	78	44	that	that	PRON
spir-11148	78	45	facilitate	facilitate	VERB
spir-11148	78	46	interactions	interaction	NOUN
spir-11148	78	47	between	between	ADP
spir-11148	78	48	users	user	NOUN
spir-11148	78	49	while	while	SCONJ
spir-11148	78	50	also	also	ADV
spir-11148	78	51	producing	produce	VERB
spir-11148	78	52	and	and	CCONJ
spir-11148	78	53	collecting	collect	VERB
spir-11148	78	54	data	datum	NOUN
spir-11148	78	55	on	on	ADP
spir-11148	78	56	these	these	DET
spir-11148	78	57	interactions	interaction	NOUN
spir-11148	78	58	(	(	PUNCT
spir-11148	78	59	van	van	PROPN
spir-11148	78	60	dijck	dijck	NOUN
spir-11148	78	61	,	,	PUNCT
spir-11148	78	62	poell	poell	NOUN
spir-11148	78	63	,	,	PUNCT
spir-11148	78	64	&	&	CCONJ
spir-11148	78	65	de	de	PROPN
spir-11148	78	66	waal	waal	PROPN
spir-11148	78	67	2018)—has	2018)—has	NUM
spir-11148	78	68	grown	grow	VERB
spir-11148	78	69	over	over	ADP
spir-11148	78	70	the	the	DET
spir-11148	78	71	last	last	ADJ
spir-11148	78	72	decade	decade	NOUN
spir-11148	78	73	,	,	PUNCT
spir-11148	78	74	scholars	scholar	NOUN
spir-11148	78	75	in	in	ADP
spir-11148	78	76	a	a	DET
spir-11148	78	77	variety	variety	NOUN
spir-11148	78	78	of	of	ADP
spir-11148	78	79	fields	field	NOUN
spir-11148	78	80	have	have	AUX
spir-11148	78	81	begun	begin	VERB
spir-11148	78	82	to	to	PART
spir-11148	78	83	address	address	VERB
spir-11148	78	84	questions	question	NOUN
spir-11148	78	85	of	of	ADP
spir-11148	78	86	how	how	SCONJ
spir-11148	78	87	platforms	platform	NOUN
spir-11148	78	88	evolve	evolve	VERB
spir-11148	78	89	as	as	ADP
spir-11148	78	90	technological	technological	ADJ
spir-11148	78	91	objects	object	NOUN
spir-11148	78	92	.	.	PUNCT
spir-11148	79	1	though	though	SCONJ
spir-11148	79	2	scholars	scholar	NOUN
spir-11148	79	3	have	have	AUX
spir-11148	79	4	long	long	ADV
spir-11148	79	5	recognized	recognize	VERB
spir-11148	79	6	that	that	SCONJ
spir-11148	79	7	the	the	DET
spir-11148	79	8	technical	technical	ADJ
spir-11148	79	9	features	feature	NOUN
spir-11148	79	10	of	of	ADP
spir-11148	79	11	platforms	platform	NOUN
spir-11148	79	12	are	be	AUX
spir-11148	79	13	constantly	constantly	ADV
spir-11148	79	14	in	in	ADP
spir-11148	79	15	flux	flux	NOUN
spir-11148	79	16	,	,	PUNCT
spir-11148	79	17	the	the	DET
spir-11148	79	18	actual	actual	ADJ
spir-11148	79	19	processes	process	NOUN
spir-11148	79	20	and	and	CCONJ
spir-11148	79	21	trajectories	trajectory	NOUN
spir-11148	79	22	by	by	ADP
spir-11148	79	23	which	which	PRON
spir-11148	79	24	platforms	platform	NOUN
spir-11148	79	25	evolve	evolve	VERB
spir-11148	79	26	over	over	ADP
spir-11148	79	27	time	time	NOUN
spir-11148	79	28	are	be	AUX
spir-11148	79	29	comparatively	comparatively	ADV
spir-11148	79	30	understudied	understudied	ADJ
spir-11148	79	31	(	(	PUNCT
spir-11148	79	32	helmond	helmond	ADJ
spir-11148	79	33	,	,	PUNCT
spir-11148	79	34	nieborg	nieborg	ADJ
spir-11148	79	35	,	,	PUNCT
spir-11148	79	36	&	&	CCONJ
spir-11148	79	37	van	van	PROPN
spir-11148	79	38	der	der	PROPN
spir-11148	79	39	vlist	vlist	NOUN
spir-11148	79	40	,	,	PUNCT
spir-11148	79	41	2019	2019	NUM
spir-11148	79	42	)	)	PUNCT
spir-11148	79	43	.	.	PUNCT
spir-11148	80	1	by	by	ADP
spir-11148	80	2	problematizing	problematize	VERB
spir-11148	80	3	how	how	SCONJ
spir-11148	80	4	platforms	platform	NOUN
spir-11148	80	5	evolve	evolve	VERB
spir-11148	80	6	—	—	PUNCT
spir-11148	80	7	that	that	ADV
spir-11148	80	8	is	is	ADV
spir-11148	80	9	,	,	PUNCT
spir-11148	80	10	by	by	ADP
spir-11148	80	11	seeing	see	VERB
spir-11148	80	12	certain	certain	ADJ
spir-11148	80	13	modalities	modality	NOUN
spir-11148	80	14	of	of	ADP
spir-11148	80	15	change	change	NOUN
spir-11148	80	16	not	not	PART
spir-11148	80	17	as	as	ADP
spir-11148	80	18	natural	natural	ADJ
spir-11148	80	19	or	or	CCONJ
spir-11148	80	20	inevitable	inevitable	ADJ
spir-11148	80	21	,	,	PUNCT
spir-11148	80	22	but	but	CCONJ
spir-11148	80	23	as	as	ADP
spir-11148	80	24	being	be	AUX
spir-11148	80	25	shaped	shape	VERB
spir-11148	80	26	by	by	ADP
spir-11148	80	27	specific	specific	ADJ
spir-11148	80	28	contexts	context	NOUN
spir-11148	80	29	—	—	PUNCT
spir-11148	80	30	it	it	PRON
spir-11148	80	31	becomes	become	VERB
spir-11148	80	32	possible	possible	ADJ
spir-11148	80	33	to	to	PART
spir-11148	80	34	ask	ask	VERB
spir-11148	80	35	questions	question	NOUN
spir-11148	80	36	about	about	ADP
spir-11148	80	37	on	on	ADP
spir-11148	80	38	whose	whose	DET
spir-11148	80	39	terms	term	NOUN
spir-11148	80	40	and	and	CCONJ
spir-11148	80	41	to	to	ADP
spir-11148	80	42	what	what	DET
spir-11148	80	43	effects	effect	NOUN
spir-11148	80	44	the	the	DET
spir-11148	80	45	technical	technical	ADJ
spir-11148	80	46	evolution	evolution	NOUN
spir-11148	80	47	of	of	ADP
spir-11148	80	48	platforms	platform	NOUN
spir-11148	80	49	occurs	occur	VERB
spir-11148	80	50	.	.	PUNCT
spir-11148	81	1	this	this	DET
spir-11148	81	2	paper	paper	NOUN
spir-11148	81	3	theorizes	theorize	VERB
spir-11148	81	4	“	"	PUNCT
spir-11148	81	5	platform	platform	NOUN
spir-11148	81	6	capture	capture	NOUN
spir-11148	81	7	”	"	PUNCT
spir-11148	81	8	as	as	ADP
spir-11148	81	9	one	one	NUM
spir-11148	81	10	way	way	NOUN
spir-11148	81	11	that	that	PRON
spir-11148	81	12	platforms	platform	NOUN
spir-11148	81	13	accrue	accrue	VERB
spir-11148	81	14	new	new	ADJ
spir-11148	81	15	features	feature	NOUN
spir-11148	81	16	though	though	SCONJ
spir-11148	81	17	complex	complex	ADJ
spir-11148	81	18	interaction	interaction	NOUN
spir-11148	81	19	with	with	ADP
spir-11148	81	20	other	other	ADJ
spir-11148	81	21	actors	actor	NOUN
spir-11148	81	22	in	in	ADP
spir-11148	81	23	a	a	DET
spir-11148	81	24	platform	platform	NOUN
spir-11148	81	25	ecosystem	ecosystem	NOUN
spir-11148	81	26	.	.	PUNCT
spir-11148	82	1	platform	platform	NOUN
spir-11148	82	2	capture	capture	NOUN
spir-11148	82	3	,	,	PUNCT
spir-11148	82	4	in	in	ADP
spir-11148	82	5	my	my	PRON
spir-11148	82	6	definition	definition	NOUN
spir-11148	82	7	,	,	PUNCT
spir-11148	82	8	denotes	denote	VERB
spir-11148	82	9	a	a	DET
spir-11148	82	10	process	process	NOUN
spir-11148	82	11	in	in	ADP
spir-11148	82	12	which	which	PRON
spir-11148	82	13	(	(	PUNCT
spir-11148	82	14	1	1	X
spir-11148	82	15	)	)	PUNCT
spir-11148	82	16	complementors	complementor	NOUN
spir-11148	82	17	within	within	ADP
spir-11148	82	18	a	a	DET
spir-11148	82	19	platform	platform	NOUN
spir-11148	82	20	marketplace	marketplace	NOUN
spir-11148	82	21	,	,	PUNCT
spir-11148	82	22	such	such	ADJ
spir-11148	82	23	as	as	ADP
spir-11148	82	24	software	software	NOUN
spir-11148	82	25	developers	developer	NOUN
spir-11148	82	26	who	who	PRON
spir-11148	82	27	create	create	VERB
spir-11148	82	28	applications	application	NOUN
spir-11148	82	29	using	use	VERB
spir-11148	82	30	boundary	boundary	ADJ
spir-11148	82	31	resources	resource	NOUN
spir-11148	82	32	like	like	ADP
spir-11148	82	33	apis	apis	PROPN
spir-11148	82	34	,	,	PUNCT
spir-11148	82	35	create	create	VERB
spir-11148	82	36	new	new	ADJ
spir-11148	82	37	features	feature	NOUN
spir-11148	82	38	that	that	PRON
spir-11148	82	39	produce	produce	VERB
spir-11148	82	40	new	new	ADJ
spir-11148	82	41	value	value	NOUN
spir-11148	82	42	for	for	ADP
spir-11148	82	43	a	a	DET
spir-11148	82	44	platform	platform	NOUN
spir-11148	82	45	ecosystem	ecosystem	NOUN
spir-11148	82	46	by	by	ADP
spir-11148	82	47	extending	extend	VERB
spir-11148	82	48	its	its	PRON
spir-11148	82	49	capabilities	capability	NOUN
spir-11148	82	50	;	;	PUNCT
spir-11148	82	51	(	(	PUNCT
spir-11148	82	52	2	2	X
spir-11148	82	53	)	)	PUNCT
spir-11148	82	54	platform	platform	NOUN
spir-11148	82	55	owners	owner	NOUN
spir-11148	82	56	create	create	VERB
spir-11148	82	57	first	first	ADJ
spir-11148	82	58	-	-	PUNCT
spir-11148	82	59	party	party	NOUN
spir-11148	82	60	versions	version	NOUN
spir-11148	82	61	of	of	ADP
spir-11148	82	62	these	these	DET
spir-11148	82	63	features	feature	NOUN
spir-11148	82	64	that	that	SCONJ
spir-11148	82	65	direct	direct	ADJ
spir-11148	82	66	new	new	ADJ
spir-11148	82	67	value	value	NOUN
spir-11148	82	68	to	to	ADP
spir-11148	82	69	themselves	themselves	PRON
spir-11148	82	70	;	;	PUNCT
spir-11148	82	71	(	(	PUNCT
spir-11148	82	72	3	3	X
spir-11148	82	73	)	)	PUNCT
spir-11148	82	74	third	third	ADJ
spir-11148	82	75	-	-	PUNCT
spir-11148	82	76	party	party	NOUN
spir-11148	82	77	tools	tool	NOUN
spir-11148	82	78	are	be	AUX
spir-11148	82	79	forced	force	VERB
spir-11148	82	80	into	into	ADP
spir-11148	82	81	competition	competition	NOUN
spir-11148	82	82	against	against	ADP
spir-11148	82	83	first	first	ADJ
spir-11148	82	84	-	-	PUNCT
spir-11148	82	85	party	party	NOUN
spir-11148	82	86	offerings	offering	NOUN
spir-11148	82	87	in	in	ADP
spir-11148	82	88	a	a	DET
spir-11148	82	89	platform	platform	NOUN
spir-11148	82	90	marketplace	marketplace	NOUN
spir-11148	82	91	that	that	PRON
spir-11148	82	92	is	be	AUX
spir-11148	82	93	biased	bias	VERB
spir-11148	82	94	towards	towards	ADP
spir-11148	82	95	its	its	PRON
spir-11148	82	96	owners	owner	NOUN
spir-11148	82	97	.	.	PUNCT
spir-11148	83	1	platform	platform	NOUN
spir-11148	83	2	capture	capture	NOUN
spir-11148	83	3	describes	describe	VERB
spir-11148	83	4	a	a	DET
spir-11148	83	5	cycle	cycle	NOUN
spir-11148	83	6	in	in	ADP
spir-11148	83	7	which	which	PRON
spir-11148	83	8	the	the	DET
spir-11148	83	9	technical	technical	ADJ
spir-11148	83	10	architecture	architecture	NOUN
spir-11148	83	11	of	of	ADP
spir-11148	83	12	platforms	platform	NOUN
spir-11148	83	13	evolves	evolve	VERB
spir-11148	83	14	through	through	ADP
spir-11148	83	15	the	the	DET
spir-11148	83	16	exploitation	exploitation	NOUN
spir-11148	83	17	of	of	ADP
spir-11148	83	18	power	power	NOUN
spir-11148	83	19	asymmetries	asymmetry	NOUN
spir-11148	83	20	between	between	ADP
spir-11148	83	21	platform	platform	NOUN
spir-11148	83	22	owners	owner	NOUN
spir-11148	83	23	and	and	CCONJ
spir-11148	83	24	dependents	dependent	NOUN
spir-11148	83	25	,	,	PUNCT
spir-11148	83	26	raising	raise	VERB
spir-11148	83	27	questions	question	NOUN
spir-11148	83	28	about	about	ADP
spir-11148	83	29	the	the	DET
spir-11148	83	30	monopolistic	monopolistic	ADJ
spir-11148	83	31	tendencies	tendency	NOUN
spir-11148	83	32	of	of	ADP
spir-11148	83	33	platform	platform	NOUN
spir-11148	83	34	ecosystems	ecosystem	NOUN
spir-11148	83	35	.	.	PUNCT
spir-11148	84	1	taken	take	VERB
spir-11148	84	2	purely	purely	ADV
spir-11148	84	3	as	as	ADP
spir-11148	84	4	a	a	DET
spir-11148	84	5	description	description	NOUN
spir-11148	84	6	of	of	ADP
spir-11148	84	7	actions	action	NOUN
spir-11148	84	8	by	by	ADP
spir-11148	84	9	platform	platform	NOUN
spir-11148	84	10	owners	owner	NOUN
spir-11148	84	11	,	,	PUNCT
spir-11148	84	12	platform	platform	NOUN
spir-11148	84	13	capture	capture	NOUN
spir-11148	84	14	has	have	VERB
spir-11148	84	15	much	much	ADJ
spir-11148	84	16	in	in	ADP
spir-11148	84	17	common	common	ADJ
spir-11148	84	18	with	with	ADP
spir-11148	84	19	what	what	PRON
spir-11148	84	20	scholars	scholar	NOUN
spir-11148	84	21	of	of	ADP
spir-11148	84	22	strategic	strategic	ADJ
spir-11148	84	23	management	management	NOUN
spir-11148	84	24	call	call	NOUN
spir-11148	84	25	platform	platform	NOUN
spir-11148	84	26	envelopment	envelopment	NOUN
spir-11148	84	27	(	(	PUNCT
spir-11148	84	28	eisenmann	eisenmann	PROPN
spir-11148	84	29	,	,	PUNCT
spir-11148	84	30	parker	parker	PROPN
spir-11148	84	31	,	,	PUNCT
spir-11148	84	32	&	&	CCONJ
spir-11148	84	33	van	van	PROPN
spir-11148	84	34	alstyne	alstyne	PROPN
spir-11148	84	35	2010	2010	NUM
spir-11148	84	36	)	)	PUNCT
spir-11148	84	37	.	.	PUNCT
spir-11148	85	1	yet	yet	ADV
spir-11148	85	2	whereas	whereas	SCONJ
spir-11148	85	3	scholars	scholar	NOUN
spir-11148	85	4	in	in	ADP
spir-11148	85	5	this	this	DET
spir-11148	85	6	tradition	tradition	NOUN
spir-11148	85	7	tend	tend	VERB
spir-11148	85	8	to	to	PART
spir-11148	85	9	see	see	VERB
spir-11148	85	10	platform	platform	NOUN
spir-11148	85	11	envelopment	envelopment	NOUN
spir-11148	85	12	as	as	ADP
spir-11148	85	13	a	a	DET
spir-11148	85	14	business	business	NOUN
spir-11148	85	15	tactic	tactic	NOUN
spir-11148	85	16	,	,	PUNCT
spir-11148	85	17	this	this	DET
spir-11148	85	18	article	article	NOUN
spir-11148	85	19	offers	offer	VERB
spir-11148	85	20	a	a	DET
spir-11148	85	21	more	more	ADV
spir-11148	85	22	critical	critical	ADJ
spir-11148	85	23	eye	eye	NOUN
spir-11148	85	24	on	on	ADP
spir-11148	85	25	this	this	DET
spir-11148	85	26	practice	practice	NOUN
spir-11148	85	27	by	by	ADP
spir-11148	85	28	reading	read	VERB
spir-11148	85	29	it	it	PRON
spir-11148	85	30	in	in	ADP
spir-11148	85	31	the	the	DET
spir-11148	85	32	context	context	NOUN
spir-11148	85	33	of	of	ADP
spir-11148	85	34	david	david	PROPN
spir-11148	85	35	nieborg	nieborg	PROPN
spir-11148	85	36	and	and	CCONJ
spir-11148	85	37	thomas	thomas	PROPN
spir-11148	85	38	poell	poell	PROPN
spir-11148	85	39	’s	’s	PART
spir-11148	85	40	(	(	PUNCT
spir-11148	85	41	2018	2018	NUM
spir-11148	85	42	)	)	PUNCT
spir-11148	85	43	notion	notion	NOUN
spir-11148	85	44	of	of	ADP
spir-11148	85	45	the	the	DET
spir-11148	85	46	platformization	platformization	NOUN
spir-11148	85	47	of	of	ADP
spir-11148	85	48	cultural	cultural	ADJ
spir-11148	85	49	production	production	NOUN
spir-11148	85	50	,	,	PUNCT
spir-11148	85	51	a	a	DET
spir-11148	85	52	framework	framework	NOUN
spir-11148	85	53	that	that	PRON
spir-11148	85	54	synthesizes	synthesize	VERB
spir-11148	85	55	insights	insight	NOUN
spir-11148	85	56	on	on	ADP
spir-11148	85	57	platforms	platform	NOUN
spir-11148	85	58	not	not	PART
spir-11148	85	59	only	only	ADV
spir-11148	85	60	from	from	ADP
spir-11148	85	61	business	business	NOUN
spir-11148	85	62	studies	study	NOUN
spir-11148	85	63	but	but	CCONJ
spir-11148	85	64	also	also	ADV
spir-11148	85	65	critical	critical	ADJ
spir-11148	85	66	political	political	ADJ
spir-11148	85	67	economy	economy	NOUN
spir-11148	85	68	and	and	CCONJ
spir-11148	85	69	software	software	NOUN
spir-11148	85	70	studies	study	NOUN
spir-11148	85	71	.	.	PUNCT
spir-11148	86	1	this	this	DET
spir-11148	86	2	holistic	holistic	ADJ
spir-11148	86	3	framework	framework	NOUN
spir-11148	86	4	systematizes	systematize	NOUN
spir-11148	86	5	inquiry	inquiry	NOUN
spir-11148	86	6	into	into	ADP
spir-11148	86	7	platforms	platform	NOUN
spir-11148	86	8	to	to	PART
spir-11148	86	9	make	make	VERB
spir-11148	86	10	their	their	PRON
spir-11148	86	11	impacts	impact	NOUN
spir-11148	86	12	on	on	ADP
spir-11148	86	13	cultural	cultural	ADJ
spir-11148	86	14	production	production	NOUN
spir-11148	86	15	more	more	ADV
spir-11148	86	16	visible	visible	ADJ
spir-11148	86	17	.	.	PUNCT
spir-11148	87	1	by	by	ADP
spir-11148	87	2	rethinking	rethink	VERB
spir-11148	87	3	platform	platform	NOUN
spir-11148	87	4	envelopment	envelopment	NOUN
spir-11148	87	5	as	as	ADP
spir-11148	87	6	platform	platform	NOUN
spir-11148	87	7	capture	capture	NOUN
spir-11148	87	8	via	via	ADP
spir-11148	87	9	poell	poell	NOUN
spir-11148	87	10	and	and	CCONJ
spir-11148	87	11	nieborg	nieborg	PROPN
spir-11148	87	12	’s	’s	PART
spir-11148	87	13	framework	framework	NOUN
spir-11148	87	14	,	,	PUNCT
spir-11148	87	15	it	it	PRON
spir-11148	87	16	becomes	become	VERB
spir-11148	87	17	possible	possible	ADJ
spir-11148	87	18	to	to	PART
spir-11148	87	19	connect	connect	VERB
spir-11148	87	20	this	this	DET
spir-11148	87	21	process	process	NOUN
spir-11148	87	22	to	to	PART
spir-11148	87	23	broader	broad	ADJ
spir-11148	87	24	concerns	concern	NOUN
spir-11148	87	25	about	about	ADP
spir-11148	87	26	the	the	DET
spir-11148	87	27	accumulation	accumulation	NOUN
spir-11148	87	28	of	of	ADP
spir-11148	87	29	power	power	NOUN
spir-11148	87	30	and	and	CCONJ
spir-11148	87	31	influence	influence	NOUN
spir-11148	87	32	in	in	ADP
spir-11148	87	33	the	the	DET
spir-11148	87	34	information	information	NOUN
spir-11148	87	35	technology	technology	NOUN
spir-11148	87	36	sector	sector	NOUN
spir-11148	87	37	,	,	PUNCT
spir-11148	87	38	as	as	ADV
spir-11148	87	39	well	well	ADV
spir-11148	87	40	as	as	ADP
spir-11148	87	41	technology	technology	NOUN
spir-11148	87	42	firms	firm	NOUN
spir-11148	87	43	’	'	PUNCT
spir-11148	87	44	role	role	NOUN
spir-11148	87	45	in	in	ADP
spir-11148	87	46	producing	produce	VERB
spir-11148	87	47	,	,	PUNCT
spir-11148	87	48	maintaining	maintain	VERB
spir-11148	87	49	,	,	PUNCT
spir-11148	87	50	and	and	CCONJ
spir-11148	87	51	exploiting	exploit	VERB
spir-11148	87	52	widespread	widespread	ADJ
spir-11148	87	53	precariousness	precariousness	NOUN
spir-11148	87	54	in	in	ADP
spir-11148	87	55	contemporary	contemporary	ADJ
spir-11148	87	56	capitalism	capitalism	NOUN
spir-11148	87	57	.	.	PUNCT
spir-11148	88	1	to	to	PART
spir-11148	88	2	illustrate	illustrate	VERB
spir-11148	88	3	platform	platform	NOUN
spir-11148	88	4	capture	capture	NOUN
spir-11148	88	5	,	,	PUNCT
spir-11148	88	6	i	i	PRON
spir-11148	88	7	consider	consider	VERB
spir-11148	88	8	the	the	DET
spir-11148	88	9	history	history	NOUN
spir-11148	88	10	of	of	ADP
spir-11148	88	11	donation	donation	NOUN
spir-11148	88	12	management	management	NOUN
spir-11148	88	13	tools	tool	NOUN
spir-11148	88	14	on	on	ADP
spir-11148	88	15	twitch	twitch	VERB
spir-11148	88	16	,	,	PUNCT
spir-11148	88	17	an	an	DET
spir-11148	88	18	amazon	amazon	NOUN
spir-11148	88	19	-	-	PUNCT
spir-11148	88	20	owned	own	VERB
spir-11148	88	21	platform	platform	NOUN
spir-11148	88	22	that	that	PRON
spir-11148	88	23	hosts	host	VERB
spir-11148	88	24	user	user	NOUN
spir-11148	88	25	-	-	PUNCT
spir-11148	88	26	generated	generate	VERB
spir-11148	88	27	broadcasts	broadcast	NOUN
spir-11148	88	28	of	of	ADP
spir-11148	88	29	live	live	ADJ
spir-11148	88	30	video	video	NOUN
spir-11148	88	31	game	game	NOUN
spir-11148	88	32	play	play	NOUN
spir-11148	88	33	.	.	PUNCT
spir-11148	89	1	not	not	PART
spir-11148	89	2	only	only	ADV
spir-11148	89	3	is	be	AUX
spir-11148	89	4	twitch	twitch	VERB
spir-11148	89	5	an	an	DET
spir-11148	89	6	important	important	ADJ
spir-11148	89	7	spot	spot	NOUN
spir-11148	89	8	for	for	ADP
spir-11148	89	9	understanding	understand	VERB
spir-11148	89	10	“	"	PUNCT
spir-11148	89	11	social	social	ADJ
spir-11148	89	12	media	medium	NOUN
spir-11148	89	13	entertainment	entertainment	NOUN
spir-11148	89	14	”	"	PUNCT
spir-11148	89	15	(	(	PUNCT
spir-11148	89	16	cunningham	cunningham	PROPN
spir-11148	89	17	and	and	CCONJ
spir-11148	89	18	craig	craig	PROPN
spir-11148	89	19	2019	2019	NUM
spir-11148	89	20	)	)	PUNCT
spir-11148	89	21	,	,	PUNCT
spir-11148	89	22	i	i	PRON
spir-11148	89	23	argue	argue	VERB
spir-11148	89	24	that	that	SCONJ
spir-11148	89	25	it	it	PRON
spir-11148	89	26	is	be	AUX
spir-11148	89	27	a	a	DET
spir-11148	89	28	useful	useful	ADJ
spir-11148	89	29	point	point	NOUN
spir-11148	89	30	for	for	ADP
spir-11148	89	31	studying	study	VERB
spir-11148	89	32	how	how	SCONJ
spir-11148	89	33	platform	platform	NOUN
spir-11148	89	34	architectures	architecture	NOUN
spir-11148	89	35	gradually	gradually	ADV
spir-11148	89	36	acquire	acquire	VERB
spir-11148	89	37	new	new	ADJ
spir-11148	89	38	features	feature	NOUN
spir-11148	89	39	over	over	ADP
spir-11148	89	40	time	time	NOUN
spir-11148	89	41	in	in	ADP
spir-11148	89	42	complex	complex	ADJ
spir-11148	89	43	interactions	interaction	NOUN
spir-11148	89	44	with	with	ADP
spir-11148	89	45	their	their	PRON
spir-11148	89	46	dependents	dependent	NOUN
spir-11148	89	47	.	.	PUNCT
spir-11148	90	1	taking	take	VERB
spir-11148	90	2	as	as	ADP
spir-11148	90	3	a	a	DET
spir-11148	90	4	given	give	VERB
spir-11148	90	5	that	that	DET
spir-11148	90	6	platforms	platform	NOUN
spir-11148	90	7	“	"	PUNCT
spir-11148	90	8	evolve	evolve	VERB
spir-11148	90	9	via	via	ADP
spir-11148	90	10	a	a	DET
spir-11148	90	11	complex	complex	ADJ
spir-11148	90	12	interplay	interplay	NOUN
spir-11148	90	13	among	among	ADP
spir-11148	90	14	users	user	NOUN
spir-11148	90	15	,	,	PUNCT
spir-11148	90	16	technologies	technology	NOUN
spir-11148	90	17	,	,	PUNCT
spir-11148	90	18	infrastructures	infrastructure	NOUN
spir-11148	90	19	,	,	PUNCT
spir-11148	90	20	organizational	organizational	ADJ
spir-11148	90	21	structures	structure	NOUN
spir-11148	90	22	,	,	PUNCT
spir-11148	90	23	and	and	CCONJ
spir-11148	90	24	various	various	ADJ
spir-11148	90	25	social	social	ADJ
spir-11148	90	26	,	,	PUNCT
spir-11148	90	27	cultural	cultural	ADJ
spir-11148	90	28	,	,	PUNCT
spir-11148	90	29	and	and	CCONJ
spir-11148	90	30	economic	economic	ADJ
spir-11148	90	31	practices	practice	NOUN
spir-11148	90	32	”	"	PUNCT
spir-11148	90	33	(	(	PUNCT
spir-11148	90	34	nieborg	nieborg	PROPN
spir-11148	90	35	&	&	CCONJ
spir-11148	90	36	helmond	helmond	NOUN
spir-11148	90	37	,	,	PUNCT
spir-11148	90	38	2019	2019	NUM
spir-11148	90	39	:	:	SYM
spir-11148	90	40	125	125	NUM
spir-11148	90	41	)	)	PUNCT
spir-11148	90	42	,	,	PUNCT
spir-11148	90	43	i	i	PRON
spir-11148	90	44	adopt	adopt	VERB
spir-11148	90	45	a	a	DET
spir-11148	90	46	holistic	holistic	ADJ
spir-11148	90	47	view	view	NOUN
spir-11148	90	48	of	of	ADP
spir-11148	90	49	twitch	twitch	NOUN
spir-11148	90	50	that	that	PRON
spir-11148	90	51	does	do	AUX
spir-11148	90	52	not	not	PART
spir-11148	90	53	reduce	reduce	VERB
spir-11148	90	54	its	its	PRON
spir-11148	90	55	technical	technical	ADJ
spir-11148	90	56	evolution	evolution	NOUN
spir-11148	90	57	to	to	ADP
spir-11148	90	58	a	a	DET
spir-11148	90	59	single	single	ADJ
spir-11148	90	60	cause	cause	NOUN
spir-11148	90	61	,	,	PUNCT
spir-11148	90	62	but	but	CCONJ
spir-11148	90	63	,	,	PUNCT
spir-11148	90	64	rather	rather	ADV
spir-11148	90	65	,	,	PUNCT
spir-11148	90	66	sees	see	VERB
spir-11148	90	67	that	that	DET
spir-11148	90	68	process	process	NOUN
spir-11148	90	69	as	as	ADP
spir-11148	90	70	taking	take	VERB
spir-11148	90	71	place	place	NOUN
spir-11148	90	72	within	within	ADP
spir-11148	90	73	and	and	CCONJ
spir-11148	90	74	through	through	ADP
spir-11148	90	75	a	a	DET
spir-11148	90	76	broader	broad	ADJ
spir-11148	90	77	platform	platform	NOUN
spir-11148	90	78	ecosystem	ecosystem	NOUN
spir-11148	90	79	that	that	PRON
spir-11148	90	80	does	do	AUX
spir-11148	90	81	only	only	ADV
spir-11148	90	82	include	include	VERB
spir-11148	90	83	twitch	twitch	NOUN
spir-11148	90	84	,	,	PUNCT
spir-11148	90	85	but	but	CCONJ
spir-11148	90	86	also	also	ADV
spir-11148	90	87	the	the	DET
spir-11148	90	88	viewers	viewer	NOUN
spir-11148	90	89	,	,	PUNCT
spir-11148	90	90	streamers	streamer	NOUN
spir-11148	90	91	,	,	PUNCT
spir-11148	90	92	and	and	CCONJ
spir-11148	90	93	application	application	NOUN
spir-11148	90	94	developers	developer	NOUN
spir-11148	90	95	who	who	PRON
spir-11148	90	96	engage	engage	VERB
spir-11148	90	97	with	with	ADP
spir-11148	90	98	the	the	DET
spir-11148	90	99	platform	platform	NOUN
spir-11148	90	100	in	in	ADP
spir-11148	90	101	various	various	ADJ
spir-11148	90	102	ways	way	NOUN
spir-11148	90	103	.	.	PUNCT
spir-11148	91	1	likewise	likewise	ADV
spir-11148	91	2	,	,	PUNCT
spir-11148	91	3	this	this	DET
spir-11148	91	4	paper	paper	NOUN
spir-11148	91	5	also	also	ADV
spir-11148	91	6	draws	draw	VERB
spir-11148	91	7	upon	upon	SCONJ
spir-11148	91	8	textual	textual	ADJ
spir-11148	91	9	boundary	boundary	ADJ
spir-11148	91	10	resources	resource	NOUN
spir-11148	91	11	from	from	ADP
spir-11148	91	12	developers	developer	NOUN
spir-11148	91	13	working	work	VERB
spir-11148	91	14	with	with	ADP
spir-11148	91	15	twitch	twitch	VERB
spir-11148	91	16	,	,	PUNCT
spir-11148	91	17	professional	professional	ADJ
spir-11148	91	18	streamers	streamer	NOUN
spir-11148	91	19	’	'	PUNCT
spir-11148	91	20	public	public	ADJ
spir-11148	91	21	statements	statement	NOUN
spir-11148	91	22	on	on	ADP
spir-11148	91	23	donation	donation	NOUN
spir-11148	91	24	tools	tool	NOUN
spir-11148	91	25	,	,	PUNCT
spir-11148	91	26	and	and	CCONJ
spir-11148	91	27	twitch	twitch	VERB
spir-11148	91	28	's	's	PART
spir-11148	91	29	own	own	ADJ
spir-11148	91	30	announcements	announcement	NOUN
spir-11148	91	31	.	.	PUNCT
spir-11148	92	1	this	this	DET
spir-11148	92	2	approach	approach	NOUN
spir-11148	92	3	reveals	reveal	VERB
spir-11148	92	4	that	that	SCONJ
spir-11148	92	5	,	,	PUNCT
spir-11148	92	6	like	like	ADP
spir-11148	92	7	facebook	facebook	PROPN
spir-11148	92	8	’s	’s	PART
spir-11148	92	9	own	own	ADJ
spir-11148	92	10	growth	growth	NOUN
spir-11148	92	11	into	into	ADP
spir-11148	92	12	a	a	DET
spir-11148	92	13	platform	platform	NOUN
spir-11148	92	14	-	-	PUNCT
spir-11148	92	15	as	as	ADP
spir-11148	92	16	-	-	PUNCT
spir-11148	92	17	infrastructure	infrastructure	NOUN
spir-11148	92	18	,	,	PUNCT
spir-11148	92	19	twitch	twitch	VERB
spir-11148	92	20	’s	’s	PART
spir-11148	92	21	own	own	ADJ
spir-11148	92	22	evolution	evolution	NOUN
spir-11148	92	23	as	as	ADP
spir-11148	92	24	a	a	DET
spir-11148	92	25	technical	technical	ADJ
spir-11148	92	26	architecture	architecture	NOUN
spir-11148	92	27	has	have	AUX
spir-11148	92	28	been	be	AUX
spir-11148	92	29	an	an	DET
spir-11148	92	30	incremental	incremental	ADJ
spir-11148	92	31	process	process	NOUN
spir-11148	92	32	,	,	PUNCT
spir-11148	92	33	not	not	PART
spir-11148	92	34	a	a	DET
spir-11148	92	35	revolutionary	revolutionary	ADJ
spir-11148	92	36	one	one	NUM
spir-11148	92	37	,	,	PUNCT
spir-11148	92	38	but	but	CCONJ
spir-11148	92	39	still	still	ADV
spir-11148	92	40	evidences	evidence	VERB
spir-11148	92	41	twitch	twitch	VERB
spir-11148	92	42	’s	’s	PART
spir-11148	92	43	gradual	gradual	ADJ
spir-11148	92	44	consolidation	consolidation	NOUN
spir-11148	92	45	of	of	ADP
spir-11148	92	46	power	power	NOUN
spir-11148	92	47	and	and	CCONJ
spir-11148	92	48	influence	influence	NOUN
spir-11148	92	49	over	over	ADP
spir-11148	92	50	its	its	PRON
spir-11148	92	51	ecosystem	ecosystem	NOUN
spir-11148	92	52	.	.	PUNCT
spir-11148	93	1	in	in	ADP
spir-11148	93	2	particular	particular	ADJ
spir-11148	93	3	,	,	PUNCT
spir-11148	93	4	i	i	PRON
spir-11148	93	5	demonstrate	demonstrate	VERB
spir-11148	93	6	how	how	SCONJ
spir-11148	93	7	the	the	DET
spir-11148	93	8	financial	financial	ADJ
spir-11148	93	9	precariousness	precariousness	NOUN
spir-11148	93	10	of	of	ADP
spir-11148	93	11	cultural	cultural	ADJ
spir-11148	93	12	producers	producer	NOUN
spir-11148	93	13	on	on	ADP
spir-11148	93	14	the	the	DET
spir-11148	93	15	platform	platform	NOUN
spir-11148	93	16	led	lead	VERB
spir-11148	93	17	to	to	ADP
spir-11148	93	18	the	the	DET
spir-11148	93	19	development	development	NOUN
spir-11148	93	20	of	of	ADP
spir-11148	93	21	thirdparty	thirdparty	PROPN
spir-11148	93	22	donation	donation	NOUN
spir-11148	93	23	management	management	NOUN
spir-11148	93	24	services	service	NOUN
spir-11148	93	25	,	,	PUNCT
spir-11148	93	26	such	such	ADJ
spir-11148	93	27	as	as	ADP
spir-11148	93	28	twitchalerts	twitchalert	NOUN
spir-11148	93	29	,	,	PUNCT
spir-11148	93	30	often	often	ADV
spir-11148	93	31	at	at	ADP
spir-11148	93	32	significant	significant	ADJ
spir-11148	93	33	personal	personal	ADJ
spir-11148	93	34	or	or	CCONJ
spir-11148	93	35	venture	venture	NOUN
spir-11148	93	36	-	-	PUNCT
spir-11148	93	37	backed	back	VERB
spir-11148	93	38	expense	expense	NOUN
spir-11148	93	39	(	(	PUNCT
spir-11148	93	40	see	see	VERB
spir-11148	93	41	also	also	ADV
spir-11148	93	42	johnson	johnson	PROPN
spir-11148	93	43	&	&	CCONJ
spir-11148	93	44	woodcock	woodcock	PROPN
spir-11148	93	45	2019	2019	NUM
spir-11148	93	46	)	)	PUNCT
spir-11148	93	47	.	.	PUNCT
spir-11148	94	1	these	these	PRON
spir-11148	94	2	were	be	AUX
spir-11148	94	3	later	later	ADV
spir-11148	94	4	supplemented	supplement	VERB
spir-11148	94	5	by	by	ADP
spir-11148	94	6	a	a	DET
spir-11148	94	7	first	first	ADJ
spir-11148	94	8	party	party	NOUN
spir-11148	94	9	program	program	NOUN
spir-11148	94	10	,	,	PUNCT
spir-11148	94	11	twitch	twitch	VERB
spir-11148	94	12	bits	bit	NOUN
spir-11148	94	13	,	,	PUNCT
spir-11148	94	14	which	which	PRON
spir-11148	94	15	replicated	replicate	VERB
spir-11148	94	16	the	the	DET
spir-11148	94	17	functionality	functionality	NOUN
spir-11148	94	18	of	of	ADP
spir-11148	94	19	third	third	ADJ
spir-11148	94	20	-	-	PUNCT
spir-11148	94	21	party	party	NOUN
spir-11148	94	22	donation	donation	NOUN
spir-11148	94	23	management	management	NOUN
spir-11148	94	24	tools	tool	NOUN
spir-11148	94	25	but	but	CCONJ
spir-11148	94	26	was	be	AUX
spir-11148	94	27	integrated	integrate	VERB
spir-11148	94	28	directly	directly	ADV
spir-11148	94	29	into	into	ADP
spir-11148	94	30	the	the	DET
spir-11148	94	31	twitch	twitch	NOUN
spir-11148	94	32	user	user	NOUN
spir-11148	94	33	interface	interface	NOUN
spir-11148	94	34	,	,	PUNCT
spir-11148	94	35	giving	give	VERB
spir-11148	94	36	the	the	DET
spir-11148	94	37	first	first	ADJ
spir-11148	94	38	party	party	NOUN
spir-11148	94	39	-	-	PUNCT
spir-11148	94	40	service	service	NOUN
spir-11148	94	41	a	a	DET
spir-11148	94	42	significant	significant	ADJ
spir-11148	94	43	competitive	competitive	ADJ
spir-11148	94	44	advantage	advantage	NOUN
spir-11148	94	45	over	over	ADP
spir-11148	94	46	thirdparty	thirdparty	NOUN
spir-11148	94	47	tools	tool	NOUN
spir-11148	94	48	.	.	PUNCT
spir-11148	95	1	while	while	SCONJ
spir-11148	95	2	this	this	DET
spir-11148	95	3	process	process	NOUN
spir-11148	95	4	could	could	AUX
spir-11148	95	5	be	be	AUX
spir-11148	95	6	described	describe	VERB
spir-11148	95	7	as	as	ADP
spir-11148	95	8	a	a	DET
spir-11148	95	9	kind	kind	NOUN
spir-11148	95	10	of	of	ADP
spir-11148	95	11	platform	platform	NOUN
spir-11148	95	12	envelopment	envelopment	NOUN
spir-11148	95	13	,	,	PUNCT
spir-11148	95	14	the	the	DET
spir-11148	95	15	normative	normative	ADJ
spir-11148	95	16	stance	stance	NOUN
spir-11148	95	17	of	of	ADP
spir-11148	95	18	scholars	scholar	NOUN
spir-11148	95	19	in	in	ADP
spir-11148	95	20	strategic	strategic	ADJ
spir-11148	95	21	management	management	NOUN
spir-11148	95	22	renders	render	VERB
spir-11148	95	23	this	this	DET
spir-11148	95	24	perspective	perspective	NOUN
spir-11148	95	25	insensitive	insensitive	ADJ
spir-11148	95	26	to	to	ADP
spir-11148	95	27	the	the	DET
spir-11148	95	28	power	power	NOUN
spir-11148	95	29	dynamics	dynamic	NOUN
spir-11148	95	30	at	at	ADP
spir-11148	95	31	play	play	NOUN
spir-11148	95	32	in	in	ADP
spir-11148	95	33	development	development	NOUN
spir-11148	95	34	.	.	PUNCT
spir-11148	96	1	in	in	ADP
spir-11148	96	2	particular	particular	ADJ
spir-11148	96	3	,	,	PUNCT
spir-11148	96	4	platform	platform	NOUN
spir-11148	96	5	envelopment	envelopment	NOUN
spir-11148	96	6	,	,	PUNCT
spir-11148	96	7	as	as	SCONJ
spir-11148	96	8	theorized	theorize	VERB
spir-11148	96	9	,	,	PUNCT
spir-11148	96	10	suggests	suggest	VERB
spir-11148	96	11	that	that	SCONJ
spir-11148	96	12	third	third	ADJ
spir-11148	96	13	-	-	PUNCT
spir-11148	96	14	party	party	NOUN
spir-11148	96	15	application	application	NOUN
spir-11148	96	16	developers	developer	NOUN
spir-11148	96	17	become	become	VERB
spir-11148	96	18	competitive	competitive	ADJ
spir-11148	96	19	with	with	ADP
spir-11148	96	20	platform	platform	NOUN
spir-11148	96	21	owners	owner	NOUN
spir-11148	96	22	rather	rather	ADV
spir-11148	96	23	than	than	ADP
spir-11148	96	24	being	be	AUX
spir-11148	96	25	interpellated	interpellate	VERB
spir-11148	96	26	as	as	ADP
spir-11148	96	27	competitors	competitor	NOUN
spir-11148	96	28	by	by	ADP
spir-11148	96	29	the	the	DET
spir-11148	96	30	development	development	NOUN
spir-11148	96	31	of	of	ADP
spir-11148	96	32	new	new	ADJ
spir-11148	96	33	technical	technical	ADJ
spir-11148	96	34	features	feature	NOUN
spir-11148	96	35	.	.	PUNCT
spir-11148	97	1	this	this	DET
spir-11148	97	2	orientation	orientation	NOUN
spir-11148	97	3	towards	towards	ADP
spir-11148	97	4	platform	platform	NOUN
spir-11148	97	5	evolution	evolution	NOUN
spir-11148	97	6	glosses	gloss	NOUN
spir-11148	97	7	over	over	ADP
spir-11148	97	8	the	the	DET
spir-11148	97	9	power	power	NOUN
spir-11148	97	10	dynamics	dynamic	NOUN
spir-11148	97	11	that	that	PRON
spir-11148	97	12	are	be	AUX
spir-11148	97	13	embedded	embed	VERB
spir-11148	97	14	in	in	ADP
spir-11148	97	15	technical	technical	ADJ
spir-11148	97	16	dependency	dependency	NOUN
spir-11148	97	17	are	be	AUX
spir-11148	97	18	conditions	condition	NOUN
spir-11148	97	19	of	of	ADP
spir-11148	97	20	possibility	possibility	NOUN
spir-11148	97	21	for	for	ADP
spir-11148	97	22	envelopment	envelopment	ADJ
spir-11148	97	23	attacks	attack	NOUN
spir-11148	97	24	.	.	PUNCT
spir-11148	98	1	platform	platform	NOUN
spir-11148	98	2	capture	capture	NOUN
spir-11148	98	3	,	,	PUNCT
spir-11148	98	4	by	by	ADP
spir-11148	98	5	contrast	contrast	NOUN
spir-11148	98	6	,	,	PUNCT
spir-11148	98	7	draws	draw	VERB
spir-11148	98	8	attention	attention	NOUN
spir-11148	98	9	to	to	ADP
spir-11148	98	10	how	how	SCONJ
spir-11148	98	11	the	the	DET
spir-11148	98	12	power	power	NOUN
spir-11148	98	13	asymmetries	asymmetry	NOUN
spir-11148	98	14	between	between	ADP
spir-11148	98	15	application	application	NOUN
spir-11148	98	16	developers	developer	NOUN
spir-11148	98	17	and	and	CCONJ
spir-11148	98	18	twitch	twitch	NOUN
spir-11148	98	19	were	be	AUX
spir-11148	98	20	exploited	exploit	VERB
spir-11148	98	21	by	by	ADP
spir-11148	98	22	twitch	twitch	NOUN
spir-11148	98	23	in	in	ADP
spir-11148	98	24	service	service	NOUN
spir-11148	98	25	of	of	ADP
spir-11148	98	26	the	the	DET
spir-11148	98	27	new	new	ADJ
spir-11148	98	28	development	development	NOUN
spir-11148	98	29	of	of	ADP
spir-11148	98	30	features	feature	NOUN
spir-11148	98	31	,	,	PUNCT
spir-11148	98	32	raising	raise	VERB
spir-11148	98	33	questions	question	NOUN
spir-11148	98	34	about	about	ADP
spir-11148	98	35	the	the	DET
spir-11148	98	36	concentration	concentration	NOUN
spir-11148	98	37	of	of	ADP
spir-11148	98	38	power	power	NOUN
spir-11148	98	39	and	and	CCONJ
spir-11148	98	40	capital	capital	NOUN
spir-11148	98	41	in	in	ADP
spir-11148	98	42	large	large	ADJ
spir-11148	98	43	technology	technology	NOUN
spir-11148	98	44	corporations	corporation	NOUN
spir-11148	98	45	and	and	CCONJ
spir-11148	98	46	the	the	DET
spir-11148	98	47	potentially	potentially	ADV
spir-11148	98	48	deleterious	deleterious	ADJ
spir-11148	98	49	impacts	impact	NOUN
spir-11148	98	50	on	on	ADP
spir-11148	98	51	innovation	innovation	NOUN
spir-11148	98	52	,	,	PUNCT
spir-11148	98	53	an	an	DET
spir-11148	98	54	observation	observation	NOUN
spir-11148	98	55	that	that	PRON
spir-11148	98	56	has	have	VERB
spir-11148	98	57	implications	implication	NOUN
spir-11148	98	58	far	far	ADV
spir-11148	98	59	beyond	beyond	ADP
spir-11148	98	60	twitch	twitch	NOUN
spir-11148	98	61	.	.	PUNCT
spir-11148	99	1	capital	capital	NOUN
spir-11148	99	2	flow	flow	NOUN
spir-11148	99	3	and	and	CCONJ
spir-11148	99	4	temporal	temporal	ADJ
spir-11148	99	5	politics	politic	NOUN
spir-11148	99	6	on	on	ADP
spir-11148	99	7	twitch	twitch	VERB
spir-11148	99	8	:	:	PUNCT
spir-11148	99	9	an	an	DET
spir-11148	99	10	examination	examination	NOUN
spir-11148	99	11	of	of	ADP
spir-11148	99	12	new	new	ADJ
spir-11148	99	13	features	feature	NOUN
spir-11148	99	14	and	and	CCONJ
spir-11148	99	15	affordances	affordance	NOUN
spir-11148	99	16	nathan	nathan	PROPN
spir-11148	99	17	jackson	jackson	PROPN
spir-11148	99	18	,	,	PUNCT
spir-11148	99	19	university	university	PROPN
spir-11148	99	20	of	of	ADP
spir-11148	99	21	new	new	ADJ
spir-11148	99	22	south	south	PROPN
spir-11148	99	23	wales	wales	PROPN
spir-11148	99	24	since	since	SCONJ
spir-11148	99	25	mid-2018	mid-2018	NOUN
spir-11148	99	26	,	,	PUNCT
spir-11148	99	27	the	the	DET
spir-11148	99	28	livestreaming	livestreaming	NOUN
spir-11148	99	29	platform	platform	NOUN
spir-11148	99	30	twitch	twitch	NOUN
spir-11148	99	31	has	have	AUX
spir-11148	99	32	seen	see	VERB
spir-11148	99	33	the	the	DET
spir-11148	99	34	advent	advent	NOUN
spir-11148	99	35	of	of	ADP
spir-11148	99	36	a	a	DET
spir-11148	99	37	number	number	NOUN
spir-11148	99	38	of	of	ADP
spir-11148	99	39	new	new	ADJ
spir-11148	99	40	features	feature	NOUN
spir-11148	99	41	influencing	influence	VERB
spir-11148	99	42	how	how	SCONJ
spir-11148	99	43	users	user	NOUN
spir-11148	99	44	spend	spend	VERB
spir-11148	99	45	their	their	PRON
spir-11148	99	46	time	time	NOUN
spir-11148	99	47	and	and	CCONJ
spir-11148	99	48	money	money	NOUN
spir-11148	99	49	.	.	PUNCT
spir-11148	100	1	in	in	ADP
spir-11148	100	2	this	this	DET
spir-11148	100	3	paper	paper	NOUN
spir-11148	100	4	,	,	PUNCT
spir-11148	100	5	i	i	PRON
spir-11148	100	6	will	will	AUX
spir-11148	100	7	introduce	introduce	VERB
spir-11148	100	8	four	four	NUM
spir-11148	100	9	of	of	ADP
spir-11148	100	10	these	these	DET
spir-11148	100	11	features	feature	NOUN
spir-11148	100	12	and	and	CCONJ
spir-11148	100	13	examine	examine	VERB
spir-11148	100	14	their	their	PRON
spir-11148	100	15	associated	associated	ADJ
spir-11148	100	16	social	social	ADJ
spir-11148	100	17	and	and	CCONJ
spir-11148	100	18	technological	technological	ADJ
spir-11148	100	19	affordances	affordance	NOUN
spir-11148	100	20	.	.	PUNCT
spir-11148	101	1	namely	namely	ADV
spir-11148	101	2	,	,	PUNCT
spir-11148	101	3	i	i	PRON
spir-11148	101	4	will	will	AUX
spir-11148	101	5	examine	examine	VERB
spir-11148	101	6	how	how	SCONJ
spir-11148	101	7	they	they	PRON
spir-11148	101	8	guide	guide	VERB
spir-11148	101	9	users	user	NOUN
spir-11148	101	10	to	to	PART
spir-11148	101	11	spend	spend	VERB
spir-11148	101	12	their	their	PRON
spir-11148	101	13	money	money	NOUN
spir-11148	101	14	in	in	ADP
spir-11148	101	15	particular	particular	ADJ
spir-11148	101	16	ways	way	NOUN
spir-11148	101	17	and	and	CCONJ
spir-11148	101	18	at	at	ADP
spir-11148	101	19	particular	particular	ADJ
spir-11148	101	20	times	time	NOUN
spir-11148	101	21	–	–	PUNCT
spir-11148	101	22	that	that	ADV
spir-11148	101	23	is	be	AUX
spir-11148	101	24	,	,	PUNCT
spir-11148	101	25	how	how	SCONJ
spir-11148	101	26	they	they	PRON
spir-11148	101	27	moderate	moderate	VERB
spir-11148	101	28	capital	capital	NOUN
spir-11148	101	29	flow	flow	NOUN
spir-11148	101	30	–	–	PUNCT
spir-11148	101	31	and	and	CCONJ
spir-11148	101	32	how	how	SCONJ
spir-11148	101	33	they	they	PRON
spir-11148	101	34	demonstrate	demonstrate	VERB
spir-11148	101	35	a	a	DET
spir-11148	101	36	shifting	shift	VERB
spir-11148	101	37	balance	balance	NOUN
spir-11148	101	38	between	between	ADP
spir-11148	101	39	the	the	DET
spir-11148	101	40	value	value	NOUN
spir-11148	101	41	of	of	ADP
spir-11148	101	42	viewers	viewer	NOUN
spir-11148	101	43	’	’	PART
spir-11148	101	44	time	time	NOUN
spir-11148	101	45	and	and	CCONJ
spir-11148	101	46	capital	capital	NOUN
spir-11148	101	47	in	in	ADP
spir-11148	101	48	favour	favour	NOUN
spir-11148	101	49	of	of	ADP
spir-11148	101	50	the	the	DET
spir-11148	101	51	former	former	ADJ
spir-11148	101	52	.	.	PUNCT
spir-11148	102	1	ultimately	ultimately	ADV
spir-11148	102	2	,	,	PUNCT
spir-11148	102	3	i	i	PRON
spir-11148	102	4	will	will	AUX
spir-11148	102	5	interrogate	interrogate	VERB
spir-11148	102	6	how	how	SCONJ
spir-11148	102	7	these	these	DET
spir-11148	102	8	features	feature	NOUN
spir-11148	102	9	interact	interact	VERB
spir-11148	102	10	to	to	PART
spir-11148	102	11	add	add	VERB
spir-11148	102	12	layers	layer	NOUN
spir-11148	102	13	of	of	ADP
spir-11148	102	14	complexity	complexity	NOUN
spir-11148	102	15	within	within	ADP
spir-11148	102	16	and	and	CCONJ
spir-11148	102	17	around	around	ADP
spir-11148	102	18	the	the	DET
spir-11148	102	19	already	already	ADV
spir-11148	102	20	complex	complex	ADJ
spir-11148	102	21	economic	economic	ADJ
spir-11148	102	22	structure	structure	NOUN
spir-11148	102	23	of	of	ADP
spir-11148	102	24	the	the	DET
spir-11148	102	25	platform	platform	NOUN
spir-11148	102	26	.	.	PUNCT
spir-11148	103	1	in	in	ADP
spir-11148	103	2	this	this	DET
spir-11148	103	3	paper	paper	NOUN
spir-11148	103	4	,	,	PUNCT
spir-11148	103	5	i	i	PRON
spir-11148	103	6	will	will	AUX
spir-11148	103	7	update	update	VERB
spir-11148	103	8	the	the	DET
spir-11148	103	9	taxonomy	taxonomy	NOUN
spir-11148	103	10	of	of	ADP
spir-11148	103	11	avenues	avenue	NOUN
spir-11148	103	12	for	for	ADP
spir-11148	103	13	twitch	twitch	ADJ
spir-11148	103	14	monetisation	monetisation	NOUN
spir-11148	103	15	and	and	CCONJ
spir-11148	103	16	associated	associate	VERB
spir-11148	103	17	gamification	gamification	NOUN
spir-11148	103	18	practices	practice	NOUN
spir-11148	103	19	produced	produce	VERB
spir-11148	103	20	by	by	ADP
spir-11148	103	21	johnson	johnson	PROPN
spir-11148	103	22	and	and	CCONJ
spir-11148	103	23	woodcock	woodcock	NOUN
spir-11148	103	24	(	(	PUNCT
spir-11148	103	25	2019	2019	NUM
spir-11148	103	26	)	)	PUNCT
spir-11148	103	27	.	.	PUNCT
spir-11148	104	1	i	i	PRON
spir-11148	104	2	will	will	AUX
spir-11148	104	3	also	also	ADV
spir-11148	104	4	extend	extend	VERB
spir-11148	104	5	discussions	discussion	NOUN
spir-11148	104	6	of	of	ADP
spir-11148	104	7	streamer	streamer	NOUN
spir-11148	104	8	practices	practice	NOUN
spir-11148	104	9	and	and	CCONJ
spir-11148	104	10	associated	associate	VERB
spir-11148	104	11	labour	labour	NOUN
spir-11148	104	12	(	(	PUNCT
spir-11148	104	13	johnson	johnson	PROPN
spir-11148	104	14	et	et	PROPN
spir-11148	104	15	al	al	PROPN
spir-11148	104	16	.	.	PROPN
spir-11148	104	17	,	,	PUNCT
spir-11148	104	18	2019	2019	NUM
spir-11148	104	19	;	;	PUNCT
spir-11148	104	20	woodcock	woodcock	NOUN
spir-11148	104	21	&	&	CCONJ
spir-11148	104	22	johnson	johnson	PROPN
spir-11148	104	23	,	,	PUNCT
spir-11148	104	24	2019	2019	NUM
spir-11148	104	25	)	)	PUNCT
spir-11148	104	26	as	as	SCONJ
spir-11148	104	27	streamers	streamer	NOUN
spir-11148	104	28	decide	decide	VERB
spir-11148	104	29	how	how	SCONJ
spir-11148	104	30	to	to	PART
spir-11148	104	31	integrate	integrate	VERB
spir-11148	104	32	these	these	DET
spir-11148	104	33	features	feature	NOUN
spir-11148	104	34	into	into	ADP
spir-11148	104	35	their	their	PRON
spir-11148	104	36	performances	performance	NOUN
spir-11148	104	37	without	without	ADP
spir-11148	104	38	adversely	adversely	ADV
spir-11148	104	39	affecting	affect	VERB
spir-11148	104	40	their	their	PRON
spir-11148	104	41	relationship	relationship	NOUN
spir-11148	104	42	with	with	ADP
spir-11148	104	43	their	their	PRON
spir-11148	104	44	viewers	viewer	NOUN
spir-11148	104	45	(	(	PUNCT
spir-11148	104	46	walker	walker	PROPN
spir-11148	104	47	,	,	PUNCT
spir-11148	104	48	2014	2014	NUM
spir-11148	104	49	;	;	PUNCT
spir-11148	104	50	taylor	taylor	PROPN
spir-11148	104	51	,	,	PUNCT
spir-11148	104	52	2018	2018	NUM
spir-11148	104	53	;	;	PUNCT
spir-11148	104	54	sjӧblom	sjӧblom	PROPN
spir-11148	104	55	et	et	PROPN
spir-11148	104	56	al	al	PROPN
spir-11148	104	57	,	,	PUNCT
spir-11148	104	58	2019	2019	NUM
spir-11148	104	59	)	)	PUNCT
spir-11148	104	60	.	.	PUNCT
spir-11148	105	1	as	as	SCONJ
spir-11148	105	2	these	these	DET
spir-11148	105	3	features	feature	NOUN
spir-11148	105	4	affect	affect	VERB
spir-11148	105	5	the	the	DET
spir-11148	105	6	flow	flow	NOUN
spir-11148	105	7	of	of	ADP
spir-11148	105	8	time	time	NOUN
spir-11148	105	9	and	and	CCONJ
spir-11148	105	10	capital	capital	NOUN
spir-11148	105	11	spent	spend	VERB
spir-11148	105	12	on	on	ADP
spir-11148	105	13	the	the	DET
spir-11148	105	14	platform	platform	NOUN
spir-11148	105	15	,	,	PUNCT
spir-11148	105	16	their	their	PRON
spir-11148	105	17	close	close	ADJ
spir-11148	105	18	analysis	analysis	NOUN
spir-11148	105	19	will	will	AUX
spir-11148	105	20	enable	enable	VERB
spir-11148	105	21	assessment	assessment	NOUN
spir-11148	105	22	of	of	ADP
spir-11148	105	23	the	the	DET
spir-11148	105	24	rapidly	rapidly	ADV
spir-11148	105	25	-	-	PUNCT
spir-11148	105	26	evolving	evolve	VERB
spir-11148	105	27	relationships	relationship	NOUN
spir-11148	105	28	between	between	ADP
spir-11148	105	29	the	the	DET
spir-11148	105	30	social	social	ADJ
spir-11148	105	31	behaviour	behaviour	NOUN
spir-11148	105	32	,	,	PUNCT
spir-11148	105	33	technical	technical	ADJ
spir-11148	105	34	infrastructures	infrastructure	NOUN
spir-11148	105	35	,	,	PUNCT
spir-11148	105	36	and	and	CCONJ
spir-11148	105	37	economic	economic	ADJ
spir-11148	105	38	imperatives	imperative	NOUN
spir-11148	105	39	of	of	ADP
spir-11148	105	40	the	the	DET
spir-11148	105	41	platform	platform	NOUN
spir-11148	105	42	.	.	PUNCT
spir-11148	106	1	specifically	specifically	ADV
spir-11148	106	2	,	,	PUNCT
spir-11148	106	3	i	i	PRON
spir-11148	106	4	will	will	AUX
spir-11148	106	5	discuss	discuss	VERB
spir-11148	106	6	the	the	DET
spir-11148	106	7	emergence	emergence	NOUN
spir-11148	106	8	of	of	ADP
spir-11148	106	9	‘	'	PUNCT
spir-11148	106	10	subscription	subscription	NOUN
spir-11148	106	11	gifting	gifting	NOUN
spir-11148	106	12	’	'	PUNCT
spir-11148	106	13	,	,	PUNCT
spir-11148	106	14	‘	'	PUNCT
spir-11148	106	15	channel	channel	NOUN
spir-11148	106	16	points	point	NOUN
spir-11148	106	17	’	'	PUNCT
spir-11148	106	18	,	,	PUNCT
spir-11148	106	19	‘	'	PUNCT
spir-11148	106	20	emote	emote	NOUN
spir-11148	106	21	gifts	gift	NOUN
spir-11148	106	22	’	'	PUNCT
spir-11148	106	23	,	,	PUNCT
spir-11148	106	24	and	and	CCONJ
spir-11148	106	25	‘	'	PUNCT
spir-11148	106	26	hype	hype	NOUN
spir-11148	106	27	trains	train	NOUN
spir-11148	106	28	’	'	PUNCT
spir-11148	106	29	,	,	PUNCT
spir-11148	106	30	each	each	PRON
spir-11148	106	31	of	of	ADP
spir-11148	106	32	which	which	PRON
spir-11148	106	33	represents	represent	VERB
spir-11148	106	34	a	a	DET
spir-11148	106	35	new	new	ADJ
spir-11148	106	36	constellation	constellation	NOUN
spir-11148	106	37	of	of	ADP
spir-11148	106	38	socialtechnical	socialtechnical	ADJ
spir-11148	106	39	economic	economic	ADJ
spir-11148	106	40	elements	element	NOUN
spir-11148	106	41	on	on	ADP
spir-11148	106	42	the	the	DET
spir-11148	106	43	platform	platform	NOUN
spir-11148	106	44	.	.	PUNCT
spir-11148	107	1	in	in	ADP
spir-11148	107	2	the	the	DET
spir-11148	107	3	first	first	ADJ
spir-11148	107	4	case	case	NOUN
spir-11148	107	5	,	,	PUNCT
spir-11148	107	6	when	when	SCONJ
spir-11148	107	7	a	a	DET
spir-11148	107	8	twitch	twitch	NOUN
spir-11148	107	9	user	user	NOUN
spir-11148	107	10	subscribes	subscribe	VERB
spir-11148	107	11	to	to	ADP
spir-11148	107	12	a	a	DET
spir-11148	107	13	streamer	streamer	NOUN
spir-11148	107	14	,	,	PUNCT
spir-11148	107	15	they	they	PRON
spir-11148	107	16	demonstrate	demonstrate	VERB
spir-11148	107	17	support	support	NOUN
spir-11148	107	18	for	for	ADP
spir-11148	107	19	the	the	DET
spir-11148	107	20	streamer	streamer	NOUN
spir-11148	107	21	through	through	ADP
spir-11148	107	22	a	a	DET
spir-11148	107	23	tiered	tiere	VERB
spir-11148	107	24	monthly	monthly	ADJ
spir-11148	107	25	fee	fee	NOUN
spir-11148	107	26	split	split	NOUN
spir-11148	107	27	between	between	ADP
spir-11148	107	28	the	the	DET
spir-11148	107	29	streamer	streamer	NOUN
spir-11148	107	30	and	and	CCONJ
spir-11148	107	31	amazon	amazon	NOUN
spir-11148	107	32	.	.	PUNCT
spir-11148	108	1	a	a	DET
spir-11148	108	2	subscriber	subscriber	NOUN
spir-11148	108	3	receives	receive	VERB
spir-11148	108	4	a	a	DET
spir-11148	108	5	badge	badge	NOUN
spir-11148	108	6	for	for	ADP
spir-11148	108	7	display	display	NOUN
spir-11148	108	8	next	next	ADV
spir-11148	108	9	to	to	ADP
spir-11148	108	10	their	their	PRON
spir-11148	108	11	username	username	NOUN
spir-11148	108	12	in	in	ADP
spir-11148	108	13	that	that	DET
spir-11148	108	14	streamer	streamer	NOUN
spir-11148	108	15	’s	’s	PART
spir-11148	108	16	chat	chat	NOUN
spir-11148	108	17	,	,	PUNCT
spir-11148	108	18	as	as	ADV
spir-11148	108	19	well	well	ADV
spir-11148	108	20	as	as	ADP
spir-11148	108	21	a	a	DET
spir-11148	108	22	suite	suite	NOUN
spir-11148	108	23	of	of	ADP
spir-11148	108	24	subscriberspecific	subscriberspecific	PROPN
spir-11148	108	25	emoticons	emoticon	NOUN
spir-11148	108	26	,	,	PUNCT
spir-11148	108	27	called	call	VERB
spir-11148	108	28	emotes	emote	NOUN
spir-11148	108	29	,	,	PUNCT
spir-11148	108	30	for	for	ADP
spir-11148	108	31	use	use	NOUN
spir-11148	108	32	across	across	ADP
spir-11148	108	33	the	the	DET
spir-11148	108	34	platform	platform	NOUN
spir-11148	108	35	.	.	PUNCT
spir-11148	109	1	as	as	SCONJ
spir-11148	109	2	suggested	suggest	VERB
spir-11148	109	3	by	by	ADP
spir-11148	109	4	the	the	DET
spir-11148	109	5	name	name	NOUN
spir-11148	109	6	,	,	PUNCT
spir-11148	109	7	the	the	DET
spir-11148	109	8	oldest	old	ADJ
spir-11148	109	9	feature	feature	NOUN
spir-11148	109	10	on	on	ADP
spir-11148	109	11	this	this	DET
spir-11148	109	12	list	list	NOUN
spir-11148	109	13	–	–	PUNCT
spir-11148	109	14	released	release	VERB
spir-11148	109	15	late	late	ADJ
spir-11148	109	16	2018	2018	NUM
spir-11148	109	17	–	–	PUNCT
spir-11148	109	18	subscription	subscription	NOUN
spir-11148	109	19	gifting	gifting	NOUN
spir-11148	109	20	is	be	AUX
spir-11148	109	21	the	the	DET
spir-11148	109	22	ability	ability	NOUN
spir-11148	109	23	for	for	ADP
spir-11148	109	24	one	one	NUM
spir-11148	109	25	twitch	twitch	NOUN
spir-11148	109	26	user	user	NOUN
spir-11148	109	27	to	to	PART
spir-11148	109	28	pay	pay	VERB
spir-11148	109	29	for	for	ADP
spir-11148	109	30	a	a	DET
spir-11148	109	31	(	(	PUNCT
spir-11148	109	32	single	single	ADJ
spir-11148	109	33	month	month	NOUN
spir-11148	109	34	)	)	PUNCT
spir-11148	109	35	channel	channel	NOUN
spir-11148	109	36	subscription	subscription	NOUN
spir-11148	109	37	for	for	ADP
spir-11148	109	38	another	another	PRON
spir-11148	109	39	.	.	PUNCT
spir-11148	110	1	subscription	subscription	NOUN
spir-11148	110	2	gifting	gifting	NOUN
spir-11148	110	3	has	have	VERB
spir-11148	110	4	both	both	CCONJ
spir-11148	110	5	economic	economic	ADJ
spir-11148	110	6	and	and	CCONJ
spir-11148	110	7	social	social	ADJ
spir-11148	110	8	impacts	impact	NOUN
spir-11148	110	9	,	,	PUNCT
spir-11148	110	10	for	for	ADP
spir-11148	110	11	instance	instance	NOUN
spir-11148	110	12	acting	act	VERB
spir-11148	110	13	as	as	ADP
spir-11148	110	14	a	a	DET
spir-11148	110	15	gesture	gesture	NOUN
spir-11148	110	16	of	of	ADP
spir-11148	110	17	welcome	welcome	NOUN
spir-11148	110	18	for	for	ADP
spir-11148	110	19	newcomers	newcomer	NOUN
spir-11148	110	20	.	.	PUNCT
spir-11148	111	1	if	if	SCONJ
spir-11148	111	2	the	the	DET
spir-11148	111	3	recipient	recipient	NOUN
spir-11148	111	4	renews	renew	VERB
spir-11148	111	5	their	their	PRON
spir-11148	111	6	subscription	subscription	NOUN
spir-11148	111	7	,	,	PUNCT
spir-11148	111	8	this	this	DET
spir-11148	111	9	donation	donation	NOUN
spir-11148	111	10	becomes	become	VERB
spir-11148	111	11	a	a	DET
spir-11148	111	12	source	source	NOUN
spir-11148	111	13	of	of	ADP
spir-11148	111	14	regular	regular	ADJ
spir-11148	111	15	income	income	NOUN
spir-11148	111	16	for	for	ADP
spir-11148	111	17	the	the	DET
spir-11148	111	18	streamer	streamer	NOUN
spir-11148	111	19	.	.	PUNCT
spir-11148	112	1	in	in	ADP
spir-11148	112	2	this	this	DET
spir-11148	112	3	way	way	NOUN
spir-11148	112	4	,	,	PUNCT
spir-11148	112	5	gift	gift	NOUN
spir-11148	112	6	subscriptions	subscription	NOUN
spir-11148	112	7	creatively	creatively	ADV
spir-11148	112	8	exemplify	exemplify	VERB
spir-11148	112	9	the	the	DET
spir-11148	112	10	relationship	relationship	NOUN
spir-11148	112	11	between	between	ADP
spir-11148	112	12	the	the	DET
spir-11148	112	13	market	market	NOUN
spir-11148	112	14	-	-	PUNCT
spir-11148	112	15	driven	drive	VERB
spir-11148	112	16	and	and	CCONJ
spir-11148	112	17	gift	gift	NOUN
spir-11148	112	18	economy	economy	NOUN
spir-11148	112	19	elements	element	NOUN
spir-11148	112	20	of	of	ADP
spir-11148	112	21	the	the	DET
spir-11148	112	22	digital	digital	ADJ
spir-11148	112	23	economy	economy	NOUN
spir-11148	112	24	(	(	PUNCT
spir-11148	112	25	terranova	terranova	NOUN
spir-11148	112	26	,	,	PUNCT
spir-11148	112	27	2000	2000	NUM
spir-11148	112	28	)	)	PUNCT
spir-11148	112	29	.	.	PUNCT
spir-11148	113	1	a	a	DET
spir-11148	113	2	second	second	ADJ
spir-11148	113	3	and	and	CCONJ
spir-11148	113	4	newer	new	ADJ
spir-11148	113	5	feature	feature	NOUN
spir-11148	113	6	,	,	PUNCT
spir-11148	113	7	trialled	trialle	VERB
spir-11148	113	8	in	in	ADP
spir-11148	113	9	late	late	ADJ
spir-11148	113	10	2019	2019	NUM
spir-11148	113	11	and	and	CCONJ
spir-11148	113	12	implemented	implement	VERB
spir-11148	113	13	early	early	ADJ
spir-11148	113	14	2020	2020	NUM
spir-11148	113	15	,	,	PUNCT
spir-11148	113	16	channel	channel	NOUN
spir-11148	113	17	points	point	NOUN
spir-11148	113	18	is	be	AUX
spir-11148	113	19	an	an	DET
spir-11148	113	20	opt	opt	VERB
spir-11148	113	21	-	-	PUNCT
spir-11148	113	22	out	out	ADP
spir-11148	113	23	feature	feature	NOUN
spir-11148	113	24	that	that	PRON
spir-11148	113	25	rewards	reward	VERB
spir-11148	113	26	time	time	NOUN
spir-11148	113	27	spent	spend	VERB
spir-11148	113	28	in	in	ADP
spir-11148	113	29	a	a	DET
spir-11148	113	30	stream	stream	NOUN
spir-11148	113	31	.	.	PUNCT
spir-11148	114	1	the	the	DET
spir-11148	114	2	feature	feature	NOUN
spir-11148	114	3	formalises	formalise	NOUN
spir-11148	114	4	pre	pre	ADJ
spir-11148	114	5	-	-	ADJ
spir-11148	114	6	existing	exist	VERB
spir-11148	114	7	gamification	gamification	NOUN
spir-11148	114	8	practices	practice	NOUN
spir-11148	114	9	implemented	implement	VERB
spir-11148	114	10	by	by	ADP
spir-11148	114	11	some	some	DET
spir-11148	114	12	streamers	streamer	NOUN
spir-11148	114	13	to	to	PART
spir-11148	114	14	incentivise	incentivise	VERB
spir-11148	114	15	viewers	viewer	NOUN
spir-11148	114	16	to	to	PART
spir-11148	114	17	spend	spend	VERB
spir-11148	114	18	time	time	NOUN
spir-11148	114	19	in	in	ADP
spir-11148	114	20	their	their	PRON
spir-11148	114	21	streams	stream	NOUN
spir-11148	114	22	by	by	ADP
spir-11148	114	23	accumulating	accumulate	VERB
spir-11148	114	24	channel	channel	NOUN
spir-11148	114	25	-	-	PUNCT
spir-11148	114	26	specific	specific	ADJ
spir-11148	114	27	currency	currency	NOUN
spir-11148	114	28	(	(	PUNCT
spir-11148	114	29	siutila	siutila	X
spir-11148	114	30	,	,	PUNCT
spir-11148	114	31	2018	2018	NUM
spir-11148	114	32	)	)	PUNCT
spir-11148	114	33	.	.	PUNCT
spir-11148	115	1	viewers	viewer	NOUN
spir-11148	115	2	accrue	accrue	VERB
spir-11148	115	3	points	point	NOUN
spir-11148	115	4	primarily	primarily	ADV
spir-11148	115	5	by	by	ADP
spir-11148	115	6	watching	watch	VERB
spir-11148	115	7	,	,	PUNCT
spir-11148	115	8	actively	actively	ADV
spir-11148	115	9	watching	watch	VERB
spir-11148	115	10	(	(	PUNCT
spir-11148	115	11	regularly	regularly	ADV
spir-11148	115	12	clicking	click	VERB
spir-11148	115	13	a	a	DET
spir-11148	115	14	button	button	NOUN
spir-11148	115	15	below	below	ADP
spir-11148	115	16	chat	chat	PROPN
spir-11148	115	17	)	)	PUNCT
spir-11148	115	18	,	,	PUNCT
spir-11148	115	19	and	and	CCONJ
spir-11148	115	20	viewing	view	VERB
spir-11148	115	21	consecutive	consecutive	ADJ
spir-11148	115	22	streams	stream	NOUN
spir-11148	115	23	.	.	PUNCT
spir-11148	116	1	channel	channel	NOUN
spir-11148	116	2	points	point	NOUN
spir-11148	116	3	can	can	AUX
spir-11148	116	4	be	be	AUX
spir-11148	116	5	redeemed	redeem	VERB
spir-11148	116	6	for	for	ADP
spir-11148	116	7	rewards	reward	NOUN
spir-11148	116	8	that	that	SCONJ
spir-11148	116	9	streamers	streamer	NOUN
spir-11148	116	10	can	can	AUX
spir-11148	116	11	customise	customise	VERB
spir-11148	116	12	,	,	PUNCT
spir-11148	116	13	thereby	thereby	ADV
spir-11148	116	14	enacting	enact	VERB
spir-11148	116	15	creativity	creativity	NOUN
spir-11148	116	16	to	to	PART
spir-11148	116	17	encourage	encourage	VERB
spir-11148	116	18	sustained	sustained	ADJ
spir-11148	116	19	viewing	viewing	NOUN
spir-11148	116	20	.	.	PUNCT
spir-11148	117	1	the	the	DET
spir-11148	117	2	streamer	streamer	NOUN
spir-11148	117	3	can	can	AUX
spir-11148	117	4	commit	commit	VERB
spir-11148	117	5	to	to	PART
spir-11148	117	6	perform	perform	VERB
spir-11148	117	7	specific	specific	ADJ
spir-11148	117	8	acts	act	NOUN
spir-11148	117	9	,	,	PUNCT
spir-11148	117	10	change	change	VERB
spir-11148	117	11	the	the	DET
spir-11148	117	12	stream	stream	NOUN
spir-11148	117	13	title	title	NOUN
spir-11148	117	14	or	or	CCONJ
spir-11148	117	15	music	music	NOUN
spir-11148	117	16	playlist	playlist	NOUN
spir-11148	117	17	for	for	ADP
spir-11148	117	18	points	point	NOUN
spir-11148	117	19	.	.	PUNCT
spir-11148	118	1	whilst	whilst	SCONJ
spir-11148	118	2	clearly	clearly	ADV
spir-11148	118	3	emphasising	emphasise	VERB
spir-11148	118	4	the	the	DET
spir-11148	118	5	value	value	NOUN
spir-11148	118	6	of	of	ADP
spir-11148	118	7	viewing	view	VERB
spir-11148	118	8	time	time	NOUN
spir-11148	118	9	,	,	PUNCT
spir-11148	118	10	the	the	DET
spir-11148	118	11	ties	tie	NOUN
spir-11148	118	12	to	to	PART
spir-11148	118	13	capital	capital	NOUN
spir-11148	118	14	emerge	emerge	VERB
spir-11148	118	15	when	when	SCONJ
spir-11148	118	16	examining	examine	VERB
spir-11148	118	17	the	the	DET
spir-11148	118	18	default	default	NOUN
spir-11148	118	19	rewards	reward	NOUN
spir-11148	118	20	,	,	PUNCT
spir-11148	118	21	which	which	PRON
spir-11148	118	22	include	include	VERB
spir-11148	118	23	the	the	DET
spir-11148	118	24	ability	ability	NOUN
spir-11148	118	25	to	to	PART
spir-11148	118	26	unlock	unlock	VERB
spir-11148	118	27	or	or	CCONJ
spir-11148	118	28	modify	modify	VERB
spir-11148	118	29	a	a	DET
spir-11148	118	30	chosen	choose	VERB
spir-11148	118	31	subscriber	subscriber	NOUN
spir-11148	118	32	emote	emote	NOUN
spir-11148	118	33	for	for	ADP
spir-11148	118	34	one	one	NUM
spir-11148	118	35	day	day	NOUN
spir-11148	118	36	.	.	PUNCT
spir-11148	119	1	this	this	PRON
spir-11148	119	2	heavily	heavily	ADV
spir-11148	119	3	complicates	complicate	VERB
spir-11148	119	4	the	the	DET
spir-11148	119	5	existing	exist	VERB
spir-11148	119	6	economics	economic	NOUN
spir-11148	119	7	of	of	ADP
spir-11148	119	8	the	the	DET
spir-11148	119	9	platform	platform	NOUN
spir-11148	119	10	and	and	CCONJ
spir-11148	119	11	has	have	AUX
spir-11148	119	12	been	be	AUX
spir-11148	119	13	met	meet	VERB
spir-11148	119	14	with	with	ADP
spir-11148	119	15	mixed	mixed	ADJ
spir-11148	119	16	reactions	reaction	NOUN
spir-11148	119	17	.	.	PUNCT
spir-11148	120	1	some	some	DET
spir-11148	120	2	streamers	streamer	NOUN
spir-11148	120	3	openly	openly	ADV
spir-11148	120	4	criticise	criticise	VERB
spir-11148	120	5	the	the	DET
spir-11148	120	6	feature	feature	NOUN
spir-11148	120	7	,	,	PUNCT
spir-11148	120	8	claiming	claim	VERB
spir-11148	120	9	it	it	PRON
spir-11148	120	10	removes	remove	VERB
spir-11148	120	11	the	the	DET
spir-11148	120	12	need	need	NOUN
spir-11148	120	13	for	for	SCONJ
spir-11148	120	14	viewers	viewer	NOUN
spir-11148	120	15	to	to	PART
spir-11148	120	16	subscribe	subscribe	VERB
spir-11148	120	17	in	in	ADP
spir-11148	120	18	order	order	NOUN
spir-11148	120	19	to	to	PART
spir-11148	120	20	access	access	NOUN
spir-11148	120	21	emotes	emote	NOUN
spir-11148	120	22	,	,	PUNCT
spir-11148	120	23	which	which	PRON
spir-11148	120	24	reduces	reduce	VERB
spir-11148	120	25	the	the	DET
spir-11148	120	26	value	value	NOUN
spir-11148	120	27	of	of	ADP
spir-11148	120	28	the	the	DET
spir-11148	120	29	emotes	emote	NOUN
spir-11148	120	30	.	.	PUNCT
spir-11148	121	1	others	other	NOUN
spir-11148	121	2	appreciate	appreciate	VERB
spir-11148	121	3	that	that	SCONJ
spir-11148	121	4	this	this	PRON
spir-11148	121	5	enables	enable	VERB
spir-11148	121	6	viewers	viewer	NOUN
spir-11148	121	7	without	without	ADP
spir-11148	121	8	the	the	DET
spir-11148	121	9	means	mean	NOUN
spir-11148	121	10	/	/	SYM
spir-11148	121	11	ability	ability	NOUN
spir-11148	121	12	to	to	PART
spir-11148	121	13	subscribe	subscribe	VERB
spir-11148	121	14	to	to	PART
spir-11148	121	15	engage	engage	VERB
spir-11148	121	16	more	more	ADV
spir-11148	121	17	deeply	deeply	ADV
spir-11148	121	18	as	as	ADP
spir-11148	121	19	a	a	DET
spir-11148	121	20	member	member	NOUN
spir-11148	121	21	of	of	ADP
spir-11148	121	22	the	the	DET
spir-11148	121	23	stream	stream	NOUN
spir-11148	121	24	collective	collective	ADJ
spir-11148	121	25	,	,	PUNCT
spir-11148	121	26	reflecting	reflect	VERB
spir-11148	121	27	the	the	DET
spir-11148	121	28	time	time	NOUN
spir-11148	121	29	that	that	PRON
spir-11148	121	30	they	they	PRON
spir-11148	121	31	commit	commit	VERB
spir-11148	121	32	to	to	ADP
spir-11148	121	33	the	the	DET
spir-11148	121	34	channel	channel	NOUN
spir-11148	121	35	.	.	PUNCT
spir-11148	122	1	as	as	SCONJ
spir-11148	122	2	such	such	ADJ
spir-11148	122	3	,	,	PUNCT
spir-11148	122	4	channel	channel	NOUN
spir-11148	122	5	points	point	NOUN
spir-11148	122	6	illuminate	illuminate	VERB
spir-11148	122	7	how	how	SCONJ
spir-11148	122	8	heavily	heavily	ADV
spir-11148	122	9	contested	contest	VERB
spir-11148	122	10	the	the	DET
spir-11148	122	11	economic	economic	ADJ
spir-11148	122	12	structure	structure	NOUN
spir-11148	122	13	of	of	ADP
spir-11148	122	14	the	the	DET
spir-11148	122	15	platform	platform	NOUN
spir-11148	122	16	is	be	AUX
spir-11148	122	17	among	among	ADP
spir-11148	122	18	users	user	NOUN
spir-11148	122	19	.	.	PUNCT
spir-11148	123	1	the	the	DET
spir-11148	123	2	third	third	ADJ
spir-11148	123	3	feature	feature	NOUN
spir-11148	123	4	,	,	PUNCT
spir-11148	123	5	emote	emote	NOUN
spir-11148	123	6	gifts	gift	NOUN
spir-11148	123	7	,	,	PUNCT
spir-11148	123	8	is	be	AUX
spir-11148	123	9	event	event	NOUN
spir-11148	123	10	-	-	PUNCT
spir-11148	123	11	based	base	VERB
spir-11148	123	12	and	and	CCONJ
spir-11148	123	13	has	have	AUX
spir-11148	123	14	occurred	occur	VERB
spir-11148	123	15	increasingly	increasingly	ADV
spir-11148	123	16	since	since	SCONJ
spir-11148	123	17	pride	pride	NOUN
spir-11148	123	18	month	month	NOUN
spir-11148	123	19	in	in	ADP
spir-11148	123	20	may	may	PROPN
spir-11148	123	21	2019	2019	NUM
spir-11148	123	22	.	.	PUNCT
spir-11148	124	1	during	during	ADP
spir-11148	124	2	event	event	NOUN
spir-11148	124	3	periods	period	NOUN
spir-11148	124	4	,	,	PUNCT
spir-11148	124	5	including	include	VERB
spir-11148	124	6	the	the	DET
spir-11148	124	7	most	most	ADV
spir-11148	124	8	recent	recent	ADJ
spir-11148	124	9	pride	pride	NOUN
spir-11148	124	10	month	month	NOUN
spir-11148	124	11	,	,	PUNCT
spir-11148	124	12	christmas	christmas	PROPN
spir-11148	124	13	holiday	holiday	NOUN
spir-11148	124	14	period	period	NOUN
spir-11148	124	15	,	,	PUNCT
spir-11148	124	16	and	and	CCONJ
spir-11148	124	17	valentine	valentine	PROPN
spir-11148	124	18	’s	’s	PART
spir-11148	124	19	day	day	NOUN
spir-11148	124	20	,	,	PUNCT
spir-11148	124	21	bit	bit	NOUN
spir-11148	124	22	donations	donation	NOUN
spir-11148	124	23	(	(	PUNCT
spir-11148	124	24	twitch	twitch	VERB
spir-11148	124	25	currency	currency	NOUN
spir-11148	124	26	)	)	PUNCT
spir-11148	124	27	and	and	CCONJ
spir-11148	124	28	(	(	PUNCT
spir-11148	124	29	gift	gift	NOUN
spir-11148	124	30	)	)	PUNCT
spir-11148	124	31	subscriptions	subscription	NOUN
spir-11148	124	32	permanently	permanently	ADV
spir-11148	124	33	unlock	unlock	NOUN
spir-11148	124	34	emotes	emote	NOUN
spir-11148	124	35	from	from	ADP
spir-11148	124	36	an	an	DET
spir-11148	124	37	event	event	NOUN
spir-11148	124	38	-	-	PUNCT
spir-11148	124	39	themed	theme	VERB
spir-11148	124	40	collection	collection	NOUN
spir-11148	124	41	for	for	ADP
spir-11148	124	42	the	the	DET
spir-11148	124	43	donor	donor	NOUN
spir-11148	124	44	,	,	PUNCT
spir-11148	124	45	as	as	ADV
spir-11148	124	46	well	well	ADV
spir-11148	124	47	as	as	ADP
spir-11148	124	48	gifting	gift	VERB
spir-11148	124	49	one	one	NUM
spir-11148	124	50	of	of	ADP
spir-11148	124	51	those	those	DET
spir-11148	124	52	emotes	emote	NOUN
spir-11148	124	53	to	to	ADP
spir-11148	124	54	a	a	DET
spir-11148	124	55	number	number	NOUN
spir-11148	124	56	of	of	ADP
spir-11148	124	57	other	other	ADJ
spir-11148	124	58	viewers	viewer	NOUN
spir-11148	124	59	.	.	PUNCT
spir-11148	125	1	these	these	DET
spir-11148	125	2	events	event	NOUN
spir-11148	125	3	impact	impact	NOUN
spir-11148	125	4	capital	capital	NOUN
spir-11148	125	5	flow	flow	NOUN
spir-11148	125	6	and	and	CCONJ
spir-11148	125	7	user	user	NOUN
spir-11148	125	8	engagement	engagement	NOUN
spir-11148	125	9	in	in	ADP
spir-11148	125	10	three	three	NUM
spir-11148	125	11	ways	way	NOUN
spir-11148	125	12	.	.	PUNCT
spir-11148	126	1	firstly	firstly	ADV
spir-11148	126	2	,	,	PUNCT
spir-11148	126	3	they	they	PRON
spir-11148	126	4	act	act	VERB
spir-11148	126	5	as	as	ADP
spir-11148	126	6	an	an	DET
spir-11148	126	7	incentive	incentive	NOUN
spir-11148	126	8	for	for	SCONJ
spir-11148	126	9	viewers	viewer	NOUN
spir-11148	126	10	to	to	PART
spir-11148	126	11	spend	spend	VERB
spir-11148	126	12	money	money	NOUN
spir-11148	126	13	on	on	ADP
spir-11148	126	14	the	the	DET
spir-11148	126	15	platform	platform	NOUN
spir-11148	126	16	.	.	PUNCT
spir-11148	127	1	this	this	PRON
spir-11148	127	2	was	be	AUX
spir-11148	127	3	furthered	further	VERB
spir-11148	127	4	in	in	ADP
spir-11148	127	5	the	the	DET
spir-11148	127	6	case	case	NOUN
spir-11148	127	7	of	of	ADP
spir-11148	127	8	pride	pride	NOUN
spir-11148	127	9	month	month	NOUN
spir-11148	127	10	,	,	PUNCT
spir-11148	127	11	when	when	SCONJ
spir-11148	127	12	a	a	DET
spir-11148	127	13	percentage	percentage	NOUN
spir-11148	127	14	of	of	ADP
spir-11148	127	15	bit	bit	NOUN
spir-11148	127	16	donations	donation	NOUN
spir-11148	127	17	was	be	AUX
spir-11148	127	18	committed	commit	VERB
spir-11148	127	19	to	to	PART
spir-11148	127	20	lgbtq	lgbtq	VERB
spir-11148	127	21	youth	youth	NOUN
spir-11148	127	22	crisis	crisis	NOUN
spir-11148	127	23	support	support	NOUN
spir-11148	127	24	through	through	ADP
spir-11148	127	25	the	the	DET
spir-11148	127	26	trevor	trevor	NOUN
spir-11148	127	27	project	project	NOUN
spir-11148	127	28	.	.	PUNCT
spir-11148	128	1	secondly	secondly	ADV
spir-11148	128	2	,	,	PUNCT
spir-11148	128	3	these	these	DET
spir-11148	128	4	events	event	NOUN
spir-11148	128	5	encourage	encourage	VERB
spir-11148	128	6	viewers	viewer	NOUN
spir-11148	128	7	to	to	PART
spir-11148	128	8	spend	spend	VERB
spir-11148	128	9	more	more	ADJ
spir-11148	128	10	time	time	NOUN
spir-11148	128	11	on	on	ADP
spir-11148	128	12	the	the	DET
spir-11148	128	13	platform	platform	NOUN
spir-11148	128	14	–	–	PUNCT
spir-11148	128	15	and	and	CCONJ
spir-11148	128	16	in	in	ADP
spir-11148	128	17	particular	particular	ADJ
spir-11148	128	18	with	with	ADP
spir-11148	128	19	more	more	ADV
spir-11148	128	20	generous	generous	ADJ
spir-11148	128	21	communities	community	NOUN
spir-11148	128	22	–	–	PUNCT
spir-11148	128	23	in	in	ADP
spir-11148	128	24	the	the	DET
spir-11148	128	25	hopes	hope	NOUN
spir-11148	128	26	of	of	ADP
spir-11148	128	27	earning	earn	VERB
spir-11148	128	28	more	more	ADJ
spir-11148	128	29	emotes	emote	NOUN
spir-11148	128	30	as	as	ADP
spir-11148	128	31	gifts	gift	NOUN
spir-11148	128	32	.	.	PUNCT
spir-11148	129	1	lastly	lastly	ADV
spir-11148	129	2	,	,	PUNCT
spir-11148	129	3	they	they	PRON
spir-11148	129	4	encourage	encourage	VERB
spir-11148	129	5	users	user	NOUN
spir-11148	129	6	to	to	PART
spir-11148	129	7	spend	spend	VERB
spir-11148	129	8	more	more	ADJ
spir-11148	129	9	money	money	NOUN
spir-11148	129	10	during	during	ADP
spir-11148	129	11	particular	particular	ADJ
spir-11148	129	12	times	time	NOUN
spir-11148	129	13	of	of	ADP
spir-11148	129	14	year	year	NOUN
spir-11148	129	15	.	.	PUNCT
spir-11148	130	1	this	this	DET
spir-11148	130	2	temporal	temporal	ADJ
spir-11148	130	3	influence	influence	NOUN
spir-11148	130	4	over	over	ADP
spir-11148	130	5	spending	spend	VERB
spir-11148	130	6	patterns	pattern	NOUN
spir-11148	130	7	extends	extend	VERB
spir-11148	130	8	into	into	ADP
spir-11148	130	9	the	the	DET
spir-11148	130	10	final	final	ADJ
spir-11148	130	11	and	and	CCONJ
spir-11148	130	12	newest	new	ADJ
spir-11148	130	13	feature	feature	NOUN
spir-11148	130	14	i	i	PRON
spir-11148	130	15	will	will	AUX
spir-11148	130	16	present	present	VERB
spir-11148	130	17	:	:	PUNCT
spir-11148	130	18	hype	hype	NOUN
spir-11148	130	19	trains	train	NOUN
spir-11148	130	20	.	.	PUNCT
spir-11148	131	1	drawn	draw	VERB
spir-11148	131	2	from	from	ADP
spir-11148	131	3	the	the	DET
spir-11148	131	4	streamer	streamer	NOUN
spir-11148	131	5	-	-	PUNCT
spir-11148	131	6	driven	drive	VERB
spir-11148	131	7	practice	practice	NOUN
spir-11148	131	8	of	of	ADP
spir-11148	131	9	the	the	DET
spir-11148	131	10	same	same	ADJ
spir-11148	131	11	name	name	NOUN
spir-11148	131	12	,	,	PUNCT
spir-11148	131	13	viewers	viewer	NOUN
spir-11148	131	14	are	be	AUX
spir-11148	131	15	challenged	challenge	VERB
spir-11148	131	16	to	to	PART
spir-11148	131	17	chain	chain	VERB
spir-11148	131	18	donations	donation	NOUN
spir-11148	131	19	and/or	and/or	CCONJ
spir-11148	131	20	subscriptions	subscription	NOUN
spir-11148	131	21	before	before	SCONJ
spir-11148	131	22	a	a	DET
spir-11148	131	23	timer	timer	NOUN
spir-11148	131	24	runs	run	VERB
spir-11148	131	25	out	out	ADP
spir-11148	131	26	.	.	PUNCT
spir-11148	132	1	the	the	DET
spir-11148	132	2	hype	hype	NOUN
spir-11148	132	3	train	train	NOUN
spir-11148	132	4	activates	activate	VERB
spir-11148	132	5	when	when	SCONJ
spir-11148	132	6	a	a	DET
spir-11148	132	7	customisable	customisable	ADJ
spir-11148	132	8	number	number	NOUN
spir-11148	132	9	of	of	ADP
spir-11148	132	10	distinct	distinct	ADJ
spir-11148	132	11	donation	donation	NOUN
spir-11148	132	12	or	or	CCONJ
spir-11148	132	13	subscription	subscription	NOUN
spir-11148	132	14	events	event	NOUN
spir-11148	132	15	occur	occur	VERB
spir-11148	132	16	within	within	ADP
spir-11148	132	17	a	a	DET
spir-11148	132	18	particular	particular	ADJ
spir-11148	132	19	length	length	NOUN
spir-11148	132	20	of	of	ADP
spir-11148	132	21	time	time	NOUN
spir-11148	132	22	.	.	PUNCT
spir-11148	133	1	viewers	viewer	NOUN
spir-11148	133	2	continue	continue	VERB
spir-11148	133	3	to	to	PART
spir-11148	133	4	‘	'	PUNCT
spir-11148	133	5	build	build	VERB
spir-11148	133	6	hype	hype	NOUN
spir-11148	133	7	’	'	PUNCT
spir-11148	133	8	by	by	ADP
spir-11148	133	9	donating	donate	VERB
spir-11148	133	10	and	and	CCONJ
spir-11148	133	11	subscribing	subscribe	VERB
spir-11148	133	12	until	until	SCONJ
spir-11148	133	13	a	a	DET
spir-11148	133	14	bar	bar	NOUN
spir-11148	133	15	above	above	ADP
spir-11148	133	16	chat	chat	NOUN
spir-11148	133	17	fills	fill	VERB
spir-11148	133	18	–	–	PUNCT
spir-11148	133	19	at	at	ADP
spir-11148	133	20	which	which	DET
spir-11148	133	21	point	point	NOUN
spir-11148	133	22	the	the	DET
spir-11148	133	23	hype	hype	NOUN
spir-11148	133	24	train	train	NOUN
spir-11148	133	25	levels	level	NOUN
spir-11148	133	26	up	up	ADP
spir-11148	133	27	.	.	PUNCT
spir-11148	134	1	this	this	PRON
spir-11148	134	2	continues	continue	VERB
spir-11148	134	3	until	until	ADP
spir-11148	134	4	either	either	CCONJ
spir-11148	134	5	level	level	NOUN
spir-11148	134	6	5	5	NUM
spir-11148	134	7	or	or	CCONJ
spir-11148	134	8	the	the	DET
spir-11148	134	9	timer	timer	NOUN
spir-11148	134	10	runs	run	VERB
spir-11148	134	11	out	out	ADP
spir-11148	134	12	,	,	PUNCT
spir-11148	134	13	at	at	ADP
spir-11148	134	14	which	which	DET
spir-11148	134	15	point	point	NOUN
spir-11148	134	16	every	every	DET
spir-11148	134	17	participant	participant	NOUN
spir-11148	134	18	receives	receive	VERB
spir-11148	134	19	a	a	DET
spir-11148	134	20	random	random	ADJ
spir-11148	134	21	level	level	NOUN
spir-11148	134	22	-	-	PUNCT
spir-11148	134	23	dependent	dependent	ADJ
spir-11148	134	24	emote	emote	NOUN
spir-11148	134	25	.	.	PUNCT
spir-11148	135	1	again	again	ADV
spir-11148	135	2	,	,	PUNCT
spir-11148	135	3	this	this	DET
spir-11148	135	4	feature	feature	NOUN
spir-11148	135	5	has	have	AUX
spir-11148	135	6	been	be	AUX
spir-11148	135	7	met	meet	VERB
spir-11148	135	8	with	with	ADP
spir-11148	135	9	mixed	mixed	ADJ
spir-11148	135	10	responses	response	NOUN
spir-11148	135	11	,	,	PUNCT
spir-11148	135	12	with	with	ADP
spir-11148	135	13	some	some	DET
spir-11148	135	14	stream	stream	NOUN
spir-11148	135	15	communities	community	NOUN
spir-11148	135	16	relabelling	relabelle	VERB
spir-11148	135	17	it	it	PRON
spir-11148	135	18	as	as	ADP
spir-11148	135	19	the	the	DET
spir-11148	135	20	‘	'	PUNCT
spir-11148	135	21	scam	scam	NOUN
spir-11148	135	22	train	train	NOUN
spir-11148	135	23	’	'	PUNCT
spir-11148	135	24	,	,	PUNCT
spir-11148	135	25	solidifying	solidify	VERB
spir-11148	135	26	the	the	DET
spir-11148	135	27	ambivalence	ambivalence	NOUN
spir-11148	135	28	among	among	ADP
spir-11148	135	29	users	user	NOUN
spir-11148	135	30	towards	towards	ADP
spir-11148	135	31	the	the	DET
spir-11148	135	32	platform	platform	NOUN
spir-11148	135	33	’s	’s	PART
spir-11148	135	34	monetisation	monetisation	NOUN
spir-11148	135	35	strategies	strategy	NOUN
spir-11148	135	36	.	.	PUNCT
spir-11148	136	1	i	i	PRON
spir-11148	136	2	draw	draw	VERB
spir-11148	136	3	upon	upon	SCONJ
spir-11148	136	4	data	datum	NOUN
spir-11148	136	5	from	from	ADP
spir-11148	136	6	an	an	DET
spir-11148	136	7	ongoing	ongoing	ADJ
spir-11148	136	8	ethnography	ethnography	NOUN
spir-11148	136	9	of	of	ADP
spir-11148	136	10	twitch	twitch	NOUN
spir-11148	136	11	designed	design	VERB
spir-11148	136	12	to	to	PART
spir-11148	136	13	examine	examine	VERB
spir-11148	136	14	the	the	DET
spir-11148	136	15	construction	construction	NOUN
spir-11148	136	16	and	and	CCONJ
spir-11148	136	17	performance	performance	NOUN
spir-11148	136	18	of	of	ADP
spir-11148	136	19	streaming	stream	VERB
spir-11148	136	20	personas	persona	NOUN
spir-11148	136	21	.	.	PUNCT
spir-11148	137	1	i	i	PRON
spir-11148	137	2	will	will	AUX
spir-11148	137	3	bring	bring	VERB
spir-11148	137	4	these	these	DET
spir-11148	137	5	features	feature	NOUN
spir-11148	137	6	into	into	ADP
spir-11148	137	7	conversation	conversation	NOUN
spir-11148	137	8	to	to	PART
spir-11148	137	9	emphasise	emphasise	VERB
spir-11148	137	10	their	their	PRON
spir-11148	137	11	effect	effect	NOUN
spir-11148	137	12	on	on	ADP
spir-11148	137	13	user	user	NOUN
spir-11148	137	14	practice	practice	NOUN
spir-11148	137	15	,	,	PUNCT
spir-11148	137	16	the	the	DET
spir-11148	137	17	value	value	NOUN
spir-11148	137	18	of	of	ADP
spir-11148	137	19	emotes	emote	NOUN
spir-11148	137	20	,	,	PUNCT
spir-11148	137	21	and	and	CCONJ
spir-11148	137	22	the	the	DET
spir-11148	137	23	feedback	feedback	NOUN
spir-11148	137	24	loop	loop	NOUN
spir-11148	137	25	between	between	ADP
spir-11148	137	26	social	social	ADJ
spir-11148	137	27	practices	practice	NOUN
spir-11148	137	28	and	and	CCONJ
spir-11148	137	29	technological	technological	ADJ
spir-11148	137	30	features	feature	NOUN
spir-11148	137	31	.	.	PUNCT
spir-11148	138	1	this	this	PRON
spir-11148	138	2	will	will	AUX
spir-11148	138	3	culminate	culminate	VERB
spir-11148	138	4	in	in	ADP
spir-11148	138	5	a	a	DET
spir-11148	138	6	more	more	ADV
spir-11148	138	7	nuanced	nuanced	ADJ
spir-11148	138	8	understanding	understanding	NOUN
spir-11148	138	9	of	of	ADP
spir-11148	138	10	capital	capital	NOUN
spir-11148	138	11	flow	flow	NOUN
spir-11148	138	12	and	and	CCONJ
spir-11148	138	13	the	the	DET
spir-11148	138	14	value	value	NOUN
spir-11148	138	15	of	of	ADP
spir-11148	138	16	time	time	NOUN
spir-11148	138	17	on	on	ADP
spir-11148	138	18	the	the	DET
spir-11148	138	19	platform	platform	NOUN
spir-11148	138	20	,	,	PUNCT
spir-11148	138	21	as	as	ADV
spir-11148	138	22	well	well	ADV
spir-11148	138	23	as	as	ADP
spir-11148	138	24	users	user	NOUN
spir-11148	138	25	’	'	PUNCT
spir-11148	138	26	ambivalence	ambivalence	NOUN
spir-11148	138	27	towards	towards	AUX
spir-11148	138	28	twitch	twitch	VERB
spir-11148	138	29	’s	’s	PART
spir-11148	138	30	constant	constant	ADJ
spir-11148	138	31	innovation	innovation	NOUN
spir-11148	138	32	in	in	ADP
spir-11148	138	33	monetisation	monetisation	NOUN
spir-11148	138	34	practices	practice	NOUN
spir-11148	138	35	.	.	PUNCT
spir-11148	139	1	references	reference	NOUN
spir-11148	139	2	akrich	akrich	NOUN
spir-11148	139	3	,	,	PUNCT
spir-11148	139	4	m.	m.	NOUN
spir-11148	139	5	(	(	PUNCT
spir-11148	139	6	1992	1992	NUM
spir-11148	139	7	)	)	PUNCT
spir-11148	139	8	.	.	PUNCT
spir-11148	140	1	the	the	DET
spir-11148	140	2	de	de	NOUN
spir-11148	140	3	-	-	NOUN
spir-11148	140	4	scription	scription	NOUN
spir-11148	140	5	of	of	ADP
spir-11148	140	6	technological	technological	ADJ
spir-11148	140	7	objects	object	NOUN
spir-11148	140	8	.	.	PUNCT
spir-11148	141	1	in	in	ADP
spir-11148	141	2	w.	w.	PROPN
spir-11148	141	3	e.	e.	PROPN
spir-11148	141	4	bijker	bijker	PROPN
spir-11148	141	5	&	&	CCONJ
spir-11148	141	6	j.	j.	PROPN
spir-11148	141	7	law	law	PROPN
spir-11148	141	8	(	(	PUNCT
spir-11148	141	9	eds	ed	NOUN
spir-11148	141	10	.	.	PUNCT
spir-11148	141	11	)	)	PUNCT
spir-11148	141	12	,	,	PUNCT
spir-11148	141	13	shaping	shape	VERB
spir-11148	141	14	technology	technology	NOUN
spir-11148	141	15	/	/	SYM
spir-11148	141	16	building	building	NOUN
spir-11148	141	17	society	society	NOUN
spir-11148	141	18	:	:	PUNCT
spir-11148	141	19	studies	study	NOUN
spir-11148	141	20	in	in	ADP
spir-11148	141	21	sociotechnical	sociotechnical	ADJ
spir-11148	141	22	change	change	NOUN
spir-11148	141	23	.	.	PUNCT
spir-11148	142	1	cambridge	cambridge	PROPN
spir-11148	142	2	,	,	PUNCT
spir-11148	142	3	ma	ma	PROPN
spir-11148	142	4	:	:	PUNCT
spir-11148	142	5	mit	mit	PROPN
spir-11148	142	6	press	press	NOUN
spir-11148	142	7	.	.	PUNCT
spir-11148	143	1	ask	ask	VERB
spir-11148	143	2	,	,	PUNCT
spir-11148	143	3	k.	k.	PROPN
spir-11148	143	4	,	,	PUNCT
spir-11148	143	5	spilker	spilker	PROPN
spir-11148	143	6	,	,	PUNCT
spir-11148	143	7	h.	h.	PROPN
spir-11148	143	8	s.	s.	PROPN
spir-11148	143	9	,	,	PUNCT
spir-11148	143	10	&	&	CCONJ
spir-11148	143	11	hansen	hansen	PROPN
spir-11148	143	12	,	,	PUNCT
spir-11148	143	13	m.	m.	NOUN
spir-11148	143	14	(	(	PUNCT
spir-11148	143	15	2019	2019	NUM
spir-11148	143	16	)	)	PUNCT
spir-11148	143	17	.	.	PUNCT
spir-11148	144	1	the	the	DET
spir-11148	144	2	politics	politic	NOUN
spir-11148	144	3	of	of	ADP
spir-11148	144	4	user	user	NOUN
spir-11148	144	5	-	-	PUNCT
spir-11148	144	6	platform	platform	NOUN
spir-11148	144	7	relationships	relationship	NOUN
spir-11148	144	8	:	:	PUNCT
spir-11148	144	9	co	co	VERB
spir-11148	144	10	-	-	VERB
spir-11148	144	11	scripting	script	VERB
spir-11148	144	12	live	live	NOUN
spir-11148	144	13	-	-	PUNCT
spir-11148	144	14	streaming	streaming	NOUN
spir-11148	144	15	on	on	ADP
spir-11148	144	16	twitch	twitch	NOUN
spir-11148	144	17	.	.	PUNCT
spir-11148	145	1	tv	tv	NOUN
spir-11148	145	2	.	.	PUNCT
spir-11148	146	1	first	first	ADJ
spir-11148	146	2	monday	monday	PROPN
spir-11148	146	3	,	,	PUNCT
spir-11148	146	4	24(7	24(7	NUM
spir-11148	146	5	)	)	PUNCT
spir-11148	146	6	.	.	PUNCT
spir-11148	147	1	bowman	bowman	PROPN
spir-11148	147	2	,	,	PUNCT
spir-11148	147	3	n.	n.	PROPN
spir-11148	147	4	d.	d.	PROPN
spir-11148	147	5	(	(	PUNCT
spir-11148	147	6	2018	2018	NUM
spir-11148	147	7	)	)	PUNCT
spir-11148	147	8	.	.	PUNCT
spir-11148	148	1	the	the	DET
spir-11148	148	2	demanding	demanding	ADJ
spir-11148	148	3	nature	nature	NOUN
spir-11148	148	4	of	of	ADP
spir-11148	148	5	video	video	NOUN
spir-11148	148	6	game	game	NOUN
spir-11148	148	7	play	play	NOUN
spir-11148	148	8	.	.	PUNCT
spir-11148	149	1	in	in	ADP
spir-11148	149	2	n.	n.	PROPN
spir-11148	149	3	d.	d.	PROPN
spir-11148	149	4	bowman	bowman	PROPN
spir-11148	149	5	(	(	PUNCT
spir-11148	149	6	ed	ed	NOUN
spir-11148	149	7	.	.	PUNCT
spir-11148	149	8	)	)	PUNCT
spir-11148	149	9	,	,	PUNCT
spir-11148	149	10	video	video	NOUN
spir-11148	149	11	games	game	NOUN
spir-11148	149	12	:	:	PUNCT
spir-11148	149	13	a	a	DET
spir-11148	149	14	medium	medium	NOUN
spir-11148	149	15	that	that	PRON
spir-11148	149	16	demands	demand	VERB
spir-11148	149	17	our	our	PRON
spir-11148	149	18	attention	attention	NOUN
spir-11148	149	19	(	(	PUNCT
spir-11148	149	20	pp	pp	ADJ
spir-11148	149	21	.	.	PUNCT
spir-11148	150	1	1	1	NUM
spir-11148	150	2	-	-	SYM
spir-11148	150	3	24	24	NUM
spir-11148	150	4	)	)	PUNCT
spir-11148	150	5	.	.	PUNCT
spir-11148	151	1	new	new	PROPN
spir-11148	151	2	york	york	PROPN
spir-11148	151	3	:	:	PUNCT
spir-11148	152	1	routledge	routledge	PROPN
spir-11148	152	2	.	.	PROPN
spir-11148	152	3	bowman	bowman	PROPN
spir-11148	152	4	,	,	PUNCT
spir-11148	152	5	n.	n.	PROPN
spir-11148	152	6	d.	d.	PROPN
spir-11148	152	7	,	,	PUNCT
spir-11148	152	8	weber	weber	PROPN
spir-11148	152	9	,	,	PUNCT
spir-11148	152	10	r.	r.	PROPN
spir-11148	152	11	,	,	PUNCT
spir-11148	152	12	tamborini	tamborini	PROPN
spir-11148	152	13	,	,	PUNCT
spir-11148	152	14	r.	r.	PROPN
spir-11148	152	15	,	,	PUNCT
spir-11148	152	16	&	&	CCONJ
spir-11148	152	17	sherry	sherry	PROPN
spir-11148	152	18	,	,	PUNCT
spir-11148	152	19	j.	j.	PROPN
spir-11148	152	20	l.	l.	PROPN
spir-11148	152	21	(	(	PUNCT
spir-11148	152	22	2013	2013	NUM
spir-11148	152	23	)	)	PUNCT
spir-11148	152	24	.	.	PUNCT
spir-11148	153	1	facilitating	facilitate	VERB
spir-11148	153	2	game	game	NOUN
spir-11148	153	3	play	play	NOUN
spir-11148	153	4	:	:	PUNCT
spir-11148	153	5	how	how	SCONJ
spir-11148	153	6	others	other	NOUN
spir-11148	153	7	affect	affect	VERB
spir-11148	153	8	performance	performance	NOUN
spir-11148	153	9	at	at	ADP
spir-11148	153	10	and	and	CCONJ
spir-11148	153	11	enjoyment	enjoyment	NOUN
spir-11148	153	12	of	of	ADP
spir-11148	153	13	video	video	NOUN
spir-11148	153	14	games	game	NOUN
spir-11148	153	15	.	.	PUNCT
spir-11148	154	1	media	medium	NOUN
spir-11148	154	2	psychology	psychology	NOUN
spir-11148	154	3	,	,	PUNCT
spir-11148	154	4	16(1	16(1	NUM
spir-11148	154	5	)	)	PUNCT
spir-11148	154	6	,	,	PUNCT
spir-11148	154	7	39	39	NUM
spir-11148	154	8	-	-	SYM
spir-11148	154	9	64	64	NUM
spir-11148	154	10	.	.	PUNCT
spir-11148	155	1	bruns	brun	NOUN
spir-11148	155	2	,	,	PUNCT
spir-11148	155	3	a.	a.	NOUN
spir-11148	155	4	(	(	PUNCT
spir-11148	155	5	2009	2009	NUM
spir-11148	155	6	)	)	PUNCT
spir-11148	155	7	.	.	PUNCT
spir-11148	156	1	the	the	DET
spir-11148	156	2	user	user	NOUN
spir-11148	156	3	-	-	PUNCT
spir-11148	156	4	led	lead	VERB
spir-11148	156	5	disruption	disruption	NOUN
spir-11148	156	6	:	:	PUNCT
spir-11148	156	7	self-(re)broadcasting	self-(re)broadcaste	VERB
spir-11148	156	8	at	at	ADP
spir-11148	156	9	justin.tv	justin.tv	PROPN
spir-11148	156	10	and	and	CCONJ
spir-11148	156	11	elsewhere	elsewhere	ADV
spir-11148	156	12	.	.	PUNCT
spir-11148	157	1	in	in	ADP
spir-11148	157	2	euroitv’09	euroitv’09	PROPN
spir-11148	157	3	:	:	PUNCT
spir-11148	157	4	proceedings	proceeding	NOUN
spir-11148	157	5	of	of	ADP
spir-11148	157	6	the	the	DET
spir-11148	157	7	seventh	seventh	ADJ
spir-11148	157	8	european	european	ADJ
spir-11148	157	9	interactive	interactive	ADJ
spir-11148	157	10	television	television	NOUN
spir-11148	157	11	conference	conference	NOUN
spir-11148	157	12	,	,	PUNCT
spir-11148	157	13	leuven	leuven	PROPN
spir-11148	157	14	,	,	PUNCT
spir-11148	157	15	belgium	belgium	PROPN
spir-11148	157	16	,	,	PUNCT
spir-11148	157	17	june	june	PROPN
spir-11148	157	18	3–5	3–5	NUM
spir-11148	157	19	,	,	PUNCT
spir-11148	157	20	2009	2009	NUM
spir-11148	157	21	.	.	PUNCT
spir-11148	158	1	bruns	brun	NOUN
spir-11148	158	2	,	,	PUNCT
spir-11148	158	3	axel	axel	PROPN
spir-11148	158	4	.	.	PUNCT
spir-11148	159	1	2008	2008	NUM
spir-11148	159	2	.	.	PUNCT
spir-11148	160	1	blogs	blog	NOUN
spir-11148	160	2	,	,	PUNCT
spir-11148	160	3	wikipedia	wikipedia	PROPN
spir-11148	160	4	,	,	PUNCT
spir-11148	160	5	second	second	ADJ
spir-11148	160	6	life	life	NOUN
spir-11148	160	7	,	,	PUNCT
spir-11148	160	8	and	and	CCONJ
spir-11148	160	9	beyond	beyond	ADP
spir-11148	160	10	:	:	PUNCT
spir-11148	160	11	from	from	ADP
spir-11148	160	12	production	production	NOUN
spir-11148	160	13	to	to	ADP
spir-11148	160	14	produsage	produsage	NOUN
spir-11148	160	15	.	.	PUNCT
spir-11148	161	1	new	new	PROPN
spir-11148	161	2	york	york	PROPN
spir-11148	161	3	:	:	PUNCT
spir-11148	161	4	peter	peter	PROPN
spir-11148	161	5	lang	lang	PROPN
spir-11148	161	6	.	.	PUNCT
spir-11148	162	1	burroughs	burroughs	PROPN
spir-11148	162	2	,	,	PUNCT
spir-11148	162	3	b.	b.	PROPN
spir-11148	162	4	e.	e.	PROPN
spir-11148	162	5	(	(	PUNCT
spir-11148	162	6	2015	2015	NUM
spir-11148	162	7	)	)	PUNCT
spir-11148	162	8	.	.	PUNCT
spir-11148	163	1	streaming	stream	VERB
spir-11148	163	2	media	medium	NOUN
spir-11148	163	3	:	:	PUNCT
spir-11148	163	4	audience	audience	NOUN
spir-11148	163	5	and	and	CCONJ
spir-11148	163	6	industry	industry	NOUN
spir-11148	163	7	shifts	shift	NOUN
spir-11148	163	8	in	in	ADP
spir-11148	163	9	a	a	DET
spir-11148	163	10	networked	networked	ADJ
spir-11148	163	11	society	society	NOUN
spir-11148	163	12	(	(	PUNCT
spir-11148	163	13	doctoral	doctoral	ADJ
spir-11148	163	14	dissertation	dissertation	NOUN
spir-11148	163	15	,	,	PUNCT
spir-11148	163	16	university	university	NOUN
spir-11148	163	17	of	of	ADP
spir-11148	163	18	iowa	iowa	PROPN
spir-11148	163	19	)	)	PUNCT
spir-11148	163	20	.	.	PUNCT
spir-11148	164	1	retrieved	retrieve	VERB
spir-11148	164	2	from	from	ADP
spir-11148	164	3	http://ir.uiowa.edu/etd/1833	http://ir.uiowa.edu/etd/1833	PROPN
spir-11148	164	4	.	.	PUNCT
spir-11148	165	1	computer	computer	NOUN
spir-11148	165	2	history	history	NOUN
spir-11148	165	3	museum	museum	PROPN
spir-11148	165	4	(	(	PUNCT
spir-11148	165	5	n.d	n.d	PROPN
spir-11148	165	6	.	.	PROPN
spir-11148	165	7	)	)	PUNCT
spir-11148	165	8	.	.	PUNCT
spir-11148	166	1	pong	pong	PROPN
spir-11148	166	2	.	.	PUNCT
spir-11148	167	1	retrieved	retrieve	VERB
spir-11148	167	2	from	from	ADP
spir-11148	167	3	https://www.computerhistory.org/revolution/computer-games/16/183	https://www.computerhistory.org/revolution/computer-games/16/183	PROPN
spir-11148	167	4	.	.	PUNCT
spir-11148	168	1	consalvo	consalvo	PROPN
spir-11148	168	2	,	,	PUNCT
spir-11148	168	3	m.	m.	NOUN
spir-11148	168	4	,	,	PUNCT
spir-11148	168	5	begy	begy	PROPN
spir-11148	168	6	,	,	PUNCT
spir-11148	168	7	j.	j.	PROPN
spir-11148	168	8	,	,	PUNCT
spir-11148	168	9	ganzon	ganzon	PROPN
spir-11148	168	10	,	,	PUNCT
spir-11148	168	11	s.	s.	PROPN
spir-11148	168	12	c.	c.	PROPN
spir-11148	168	13	,	,	PUNCT
spir-11148	168	14	&	&	CCONJ
spir-11148	168	15	scully	scully	PROPN
spir-11148	168	16	-	-	PUNCT
spir-11148	168	17	blaker	blaker	PROPN
spir-11148	168	18	,	,	PUNCT
spir-11148	168	19	r.	r.	PROPN
spir-11148	168	20	(	(	PUNCT
spir-11148	168	21	2018	2018	NUM
spir-11148	168	22	)	)	PUNCT
spir-11148	168	23	.	.	PUNCT
spir-11148	169	1	tandem	tandem	PROPN
spir-11148	169	2	play	play	NOUN
spir-11148	169	3	:	:	PUNCT
spir-11148	169	4	theorizing	theorize	VERB
spir-11148	169	5	sociality	sociality	NOUN
spir-11148	169	6	in	in	ADP
spir-11148	169	7	single	single	ADJ
spir-11148	169	8	-	-	PUNCT
spir-11148	169	9	player	player	NOUN
spir-11148	169	10	gameplay	gameplay	NOUN
spir-11148	169	11	.	.	PUNCT
spir-11148	170	1	in	in	ADP
spir-11148	170	2	n.	n.	PROPN
spir-11148	170	3	d.	d.	PROPN
spir-11148	170	4	bowman	bowman	PROPN
spir-11148	170	5	(	(	PUNCT
spir-11148	170	6	ed	ed	NOUN
spir-11148	170	7	.	.	PUNCT
spir-11148	170	8	)	)	PUNCT
spir-11148	170	9	,	,	PUNCT
spir-11148	170	10	videogames	videogame	VERB
spir-11148	170	11	:	:	PUNCT
spir-11148	170	12	a	a	DET
spir-11148	170	13	medium	medium	NOUN
spir-11148	170	14	that	that	PRON
spir-11148	170	15	demands	demand	VERB
spir-11148	170	16	our	our	PRON
spir-11148	170	17	attention	attention	NOUN
spir-11148	170	18	.	.	PUNCT
spir-11148	171	1	duffy	duffy	PROPN
spir-11148	171	2	,	,	PUNCT
spir-11148	171	3	b.	b.	PROPN
spir-11148	171	4	e.	e.	PROPN
spir-11148	171	5	(	(	PUNCT
spir-11148	171	6	2017	2017	NUM
spir-11148	171	7	)	)	PUNCT
spir-11148	171	8	.	.	PUNCT
spir-11148	172	1	(	(	PUNCT
spir-11148	172	2	not	not	PART
spir-11148	172	3	)	)	PUNCT
spir-11148	172	4	getting	getting	AUX
spir-11148	172	5	paid	pay	VERB
spir-11148	172	6	to	to	PART
spir-11148	172	7	do	do	VERB
spir-11148	172	8	what	what	PRON
spir-11148	172	9	you	you	PRON
spir-11148	172	10	love	love	VERB
spir-11148	172	11	:	:	PUNCT
spir-11148	172	12	gender	gender	NOUN
spir-11148	172	13	,	,	PUNCT
spir-11148	172	14	social	social	ADJ
spir-11148	172	15	media	medium	NOUN
spir-11148	172	16	,	,	PUNCT
spir-11148	172	17	and	and	CCONJ
spir-11148	172	18	aspirational	aspirational	ADJ
spir-11148	172	19	work	work	NOUN
spir-11148	172	20	.	.	PUNCT
spir-11148	173	1	new	new	ADJ
spir-11148	173	2	haven	haven	PROPN
spir-11148	173	3	,	,	PUNCT
spir-11148	173	4	ct	ct	PROPN
spir-11148	173	5	:	:	PUNCT
spir-11148	173	6	yale	yale	PROPN
spir-11148	173	7	university	university	PROPN
spir-11148	173	8	press	press	NOUN
spir-11148	173	9	.	.	PUNCT
spir-11148	174	1	egli	egli	PROPN
spir-11148	174	2	,	,	PUNCT
spir-11148	174	3	e.	e.	PROPN
spir-11148	174	4	,	,	PUNCT
spir-11148	174	5	&	&	CCONJ
spir-11148	174	6	meyers	meyers	PROPN
spir-11148	174	7	,	,	PUNCT
spir-11148	174	8	l.	l.	PROPN
spir-11148	174	9	s.	s.	PROPN
spir-11148	174	10	(	(	PUNCT
spir-11148	174	11	1984	1984	NUM
spir-11148	174	12	)	)	PUNCT
spir-11148	174	13	.	.	PUNCT
spir-11148	175	1	the	the	DET
spir-11148	175	2	role	role	NOUN
spir-11148	175	3	of	of	ADP
spir-11148	175	4	videogame	videogame	NOUN
spir-11148	175	5	playing	play	VERB
spir-11148	175	6	in	in	ADP
spir-11148	175	7	adolescent	adolescent	ADJ
spir-11148	175	8	life	life	NOUN
spir-11148	175	9	:	:	PUNCT
spir-11148	175	10	is	be	AUX
spir-11148	175	11	there	there	PRON
spir-11148	175	12	reason	reason	NOUN
spir-11148	175	13	to	to	PART
spir-11148	175	14	be	be	AUX
spir-11148	175	15	concerned	concern	VERB
spir-11148	175	16	?	?	PUNCT
spir-11148	176	1	bulletin	bulletin	NOUN
spir-11148	176	2	of	of	ADP
spir-11148	176	3	the	the	DET
spir-11148	176	4	psychonomic	psychonomic	ADJ
spir-11148	176	5	society	society	NOUN
spir-11148	176	6	,	,	PUNCT
spir-11148	176	7	22(4	22(4	NUM
spir-11148	176	8	)	)	PUNCT
spir-11148	176	9	,	,	PUNCT
spir-11148	176	10	309	309	NUM
spir-11148	176	11	-	-	SYM
spir-11148	176	12	312	312	NUM
spir-11148	176	13	.	.	PUNCT
spir-11148	177	1	eisenmann	eisenmann	PROPN
spir-11148	177	2	,	,	PUNCT
spir-11148	177	3	t.	t.	PROPN
spir-11148	177	4	,	,	PUNCT
spir-11148	177	5	parker	parker	PROPN
spir-11148	177	6	,	,	PUNCT
spir-11148	177	7	g.	g.	PROPN
spir-11148	177	8	,	,	PUNCT
spir-11148	177	9	&	&	CCONJ
spir-11148	177	10	alstyne	alstyne	PROPN
spir-11148	177	11	,	,	PUNCT
spir-11148	177	12	m.	m.	NOUN
spir-11148	177	13	v.	v.	PROPN
spir-11148	177	14	(	(	PUNCT
spir-11148	177	15	2010	2010	NUM
spir-11148	177	16	)	)	PUNCT
spir-11148	177	17	.	.	PUNCT
spir-11148	178	1	platform	platform	NOUN
spir-11148	178	2	envelopment	envelopment	NOUN
spir-11148	178	3	(	(	PUNCT
spir-11148	178	4	working	working	NOUN
spir-11148	178	5	paper	paper	NOUN
spir-11148	178	6	)	)	PUNCT
spir-11148	178	7	.	.	PUNCT
spir-11148	179	1	harvard	harvard	PROPN
spir-11148	179	2	business	business	PROPN
spir-11148	179	3	school	school	PROPN
spir-11148	179	4	,	,	PUNCT
spir-11148	179	5	07	07	NUM
spir-11148	179	6	.	.	PUNCT
spir-11148	179	7	gillespie	gillespie	PROPN
spir-11148	179	8	,	,	PUNCT
spir-11148	179	9	t.	t.	PROPN
spir-11148	179	10	(	(	PUNCT
spir-11148	179	11	2010	2010	NUM
spir-11148	179	12	)	)	PUNCT
spir-11148	179	13	.	.	PUNCT
spir-11148	180	1	the	the	DET
spir-11148	180	2	politics	politic	NOUN
spir-11148	180	3	of	of	ADP
spir-11148	180	4	“	"	PUNCT
spir-11148	180	5	platforms	platform	NOUN
spir-11148	180	6	”	"	PUNCT
spir-11148	180	7	.	.	PUNCT
spir-11148	181	1	new	new	ADJ
spir-11148	181	2	media	medium	NOUN
spir-11148	181	3	&	&	CCONJ
spir-11148	181	4	society	society	NOUN
spir-11148	181	5	,	,	PUNCT
spir-11148	181	6	12	12	NUM
spir-11148	181	7	(	(	PUNCT
spir-11148	181	8	3	3	NUM
spir-11148	181	9	):	):	PUNCT
spir-11148	181	10	347	347	NUM
spir-11148	181	11	-	-	SYM
spir-11148	181	12	364	364	NUM
spir-11148	181	13	.	.	PUNCT
spir-11148	182	1	graetz	graetz	PROPN
spir-11148	182	2	,	,	PUNCT
spir-11148	182	3	j.	j.	PROPN
spir-11148	182	4	m.	m.	PROPN
spir-11148	182	5	(	(	PUNCT
spir-11148	182	6	1981	1981	NUM
spir-11148	182	7	,	,	PUNCT
spir-11148	182	8	august	august	PROPN
spir-11148	182	9	)	)	PUNCT
spir-11148	182	10	.	.	PUNCT
spir-11148	183	1	the	the	DET
spir-11148	183	2	origin	origin	NOUN
spir-11148	183	3	of	of	ADP
spir-11148	183	4	spacewar	spacewar	PROPN
spir-11148	183	5	!	!	PUNCT
spir-11148	183	6	creative	creative	ADJ
spir-11148	183	7	computing	computing	PROPN
spir-11148	183	8	magazine	magazine	NOUN
spir-11148	183	9	.	.	PUNCT
spir-11148	184	1	hamari	hamari	PROPN
spir-11148	184	2	,	,	PUNCT
spir-11148	184	3	j.	j.	PROPN
spir-11148	184	4	,	,	PUNCT
spir-11148	184	5	&	&	CCONJ
spir-11148	184	6	sjöblom	sjöblom	PROPN
spir-11148	184	7	,	,	PUNCT
spir-11148	184	8	m.	m.	NOUN
spir-11148	184	9	(	(	PUNCT
spir-11148	184	10	2017	2017	NUM
spir-11148	184	11	)	)	PUNCT
spir-11148	184	12	.	.	PUNCT
spir-11148	185	1	what	what	PRON
spir-11148	185	2	is	be	AUX
spir-11148	185	3	esports	esport	NOUN
spir-11148	185	4	and	and	CCONJ
spir-11148	185	5	why	why	SCONJ
spir-11148	185	6	do	do	AUX
spir-11148	185	7	people	people	NOUN
spir-11148	185	8	watch	watch	VERB
spir-11148	185	9	it	it	PRON
spir-11148	185	10	?	?	PUNCT
spir-11148	186	1	internet	internet	NOUN
spir-11148	186	2	research	research	NOUN
spir-11148	186	3	,	,	PUNCT
spir-11148	186	4	27	27	NUM
spir-11148	186	5	.	.	PUNCT
spir-11148	187	1	helmond	helmond	PROPN
spir-11148	187	2	,	,	PUNCT
spir-11148	187	3	a.	a.	NOUN
spir-11148	187	4	,	,	PUNCT
spir-11148	187	5	nieborg	nieborg	PROPN
spir-11148	187	6	,	,	PUNCT
spir-11148	187	7	d.	d.	PROPN
spir-11148	187	8	b.	b.	PROPN
spir-11148	187	9	,	,	PUNCT
spir-11148	187	10	&	&	CCONJ
spir-11148	187	11	van	van	PROPN
spir-11148	187	12	der	der	PROPN
spir-11148	187	13	vlist	vlist	PROPN
spir-11148	187	14	,	,	PUNCT
spir-11148	187	15	f.	f.	PROPN
spir-11148	187	16	n.	n.	PROPN
spir-11148	187	17	(	(	PUNCT
spir-11148	187	18	2019	2019	NUM
spir-11148	187	19	)	)	PUNCT
spir-11148	187	20	.	.	PUNCT
spir-11148	188	1	facebook	facebook	PROPN
spir-11148	188	2	’s	’s	PART
spir-11148	188	3	evolution	evolution	NOUN
spir-11148	188	4	:	:	PUNCT
spir-11148	188	5	development	development	NOUN
spir-11148	188	6	of	of	ADP
spir-11148	188	7	a	a	DET
spir-11148	188	8	platform	platform	NOUN
spir-11148	188	9	-	-	PUNCT
spir-11148	188	10	as	as	ADP
spir-11148	188	11	-	-	PUNCT
spir-11148	188	12	infrastructure	infrastructure	NOUN
spir-11148	188	13	.	.	PUNCT
spir-11148	189	1	internet	internet	NOUN
spir-11148	189	2	histories	history	NOUN
spir-11148	189	3	,	,	PUNCT
spir-11148	189	4	3	3	NUM
spir-11148	189	5	,	,	PUNCT
spir-11148	189	6	123–146	123–146	NUM
spir-11148	189	7	.	.	PUNCT
spir-11148	190	1	hilvert	hilvert	PROPN
spir-11148	190	2	-	-	PUNCT
spir-11148	190	3	bruce	bruce	PROPN
spir-11148	190	4	,	,	PUNCT
spir-11148	190	5	z.	z.	PROPN
spir-11148	190	6	,	,	PUNCT
spir-11148	190	7	neill	neill	PROPN
spir-11148	190	8	,	,	PUNCT
spir-11148	190	9	j.	j.	PROPN
spir-11148	190	10	t.	t.	PROPN
spir-11148	190	11	,	,	PUNCT
spir-11148	190	12	sjöblom	sjöblom	PROPN
spir-11148	190	13	,	,	PUNCT
spir-11148	190	14	m.	m.	NOUN
spir-11148	190	15	,	,	PUNCT
spir-11148	190	16	&	&	CCONJ
spir-11148	190	17	hamari	hamari	X
spir-11148	190	18	,	,	PUNCT
spir-11148	190	19	j.	j.	PROPN
spir-11148	190	20	(	(	PUNCT
spir-11148	190	21	2018	2018	NUM
spir-11148	190	22	)	)	PUNCT
spir-11148	190	23	.	.	PUNCT
spir-11148	191	1	social	social	ADJ
spir-11148	191	2	motivations	motivation	NOUN
spir-11148	191	3	of	of	ADP
spir-11148	191	4	live	live	ADJ
spir-11148	191	5	-	-	PUNCT
spir-11148	191	6	streaming	stream	VERB
spir-11148	191	7	viewer	viewer	NOUN
spir-11148	191	8	engagement	engagement	NOUN
spir-11148	191	9	on	on	ADP
spir-11148	191	10	twitch	twitch	NOUN
spir-11148	191	11	.	.	PUNCT
spir-11148	192	1	computers	computer	NOUN
spir-11148	192	2	in	in	ADP
spir-11148	192	3	human	human	ADJ
spir-11148	192	4	behavior	behavior	NOUN
spir-11148	192	5	,	,	PUNCT
spir-11148	192	6	84	84	NUM
spir-11148	192	7	,	,	PUNCT
spir-11148	192	8	5867	5867	NUM
spir-11148	192	9	.	.	PUNCT
spir-11148	193	1	hocking	hocking	PROPN
spir-11148	193	2	,	,	PUNCT
spir-11148	193	3	j.	j.	PROPN
spir-11148	193	4	e.	e.	PROPN
spir-11148	193	5	,	,	PUNCT
spir-11148	193	6	margreiter	margreiter	PROPN
spir-11148	193	7	,	,	PUNCT
spir-11148	193	8	d.	d.	PROPN
spir-11148	193	9	g.	g.	PROPN
spir-11148	193	10	,	,	PUNCT
spir-11148	193	11	&	&	CCONJ
spir-11148	193	12	hylton	hylton	PROPN
spir-11148	193	13	,	,	PUNCT
spir-11148	193	14	c.	c.	PROPN
spir-11148	193	15	(	(	PUNCT
spir-11148	193	16	1977	1977	NUM
spir-11148	193	17	)	)	PUNCT
spir-11148	193	18	.	.	PUNCT
spir-11148	194	1	intra	intra	ADJ
spir-11148	194	2	-	-	ADJ
spir-11148	194	3	audience	audience	ADJ
spir-11148	194	4	effects	effect	NOUN
spir-11148	194	5	:	:	PUNCT
spir-11148	194	6	a	a	DET
spir-11148	194	7	field	field	NOUN
spir-11148	194	8	test	test	NOUN
spir-11148	194	9	.	.	PUNCT
spir-11148	195	1	human	human	ADJ
spir-11148	195	2	communication	communication	NOUN
spir-11148	195	3	research	research	NOUN
spir-11148	195	4	,	,	PUNCT
spir-11148	195	5	3(3	3(3	NUM
spir-11148	195	6	)	)	PUNCT
spir-11148	195	7	,	,	PUNCT
spir-11148	195	8	243–249	243–249	NUM
spir-11148	195	9	.	.	PUNCT
spir-11148	196	1	johnson	johnson	PROPN
spir-11148	196	2	,	,	PUNCT
spir-11148	196	3	m.	m.	PROPN
spir-11148	196	4	r.	r.	PROPN
spir-11148	196	5	,	,	PUNCT
spir-11148	196	6	&	&	CCONJ
spir-11148	196	7	woodcock	woodcock	PROPN
spir-11148	196	8	,	,	PUNCT
spir-11148	196	9	j.	j.	PROPN
spir-11148	196	10	(	(	PUNCT
spir-11148	196	11	2017	2017	NUM
spir-11148	196	12	)	)	PUNCT
spir-11148	196	13	.	.	PUNCT
spir-11148	197	1	‘	'	PUNCT
spir-11148	197	2	it	it	PRON
spir-11148	197	3	’s	’	VERB
spir-11148	197	4	like	like	ADP
spir-11148	197	5	the	the	DET
spir-11148	197	6	gold	gold	NOUN
spir-11148	197	7	rush	rush	NOUN
spir-11148	197	8	’	'	PUNCT
spir-11148	197	9	:	:	PUNCT
spir-11148	197	10	the	the	DET
spir-11148	197	11	lives	life	NOUN
spir-11148	197	12	and	and	CCONJ
spir-11148	197	13	careers	career	NOUN
spir-11148	197	14	of	of	ADP
spir-11148	197	15	professional	professional	ADJ
spir-11148	197	16	video	video	NOUN
spir-11148	197	17	game	game	NOUN
spir-11148	197	18	streamers	streamer	NOUN
spir-11148	197	19	on	on	ADP
spir-11148	197	20	twitch	twitch	VERB
spir-11148	197	21	.	.	PUNCT
spir-11148	198	1	tv	tv	NOUN
spir-11148	198	2	.	.	PUNCT
spir-11148	199	1	information	information	NOUN
spir-11148	199	2	,	,	PUNCT
spir-11148	199	3	communication	communication	NOUN
spir-11148	199	4	&	&	CCONJ
spir-11148	199	5	society	society	NOUN
spir-11148	199	6	,	,	PUNCT
spir-11148	199	7	22(3	22(3	NUM
spir-11148	199	8	)	)	PUNCT
spir-11148	199	9	,	,	PUNCT
spir-11148	199	10	336	336	NUM
spir-11148	199	11	-	-	SYM
spir-11148	199	12	351	351	NUM
spir-11148	199	13	.	.	PUNCT
spir-11148	200	1	johnson	johnson	PROPN
spir-11148	200	2	,	,	PUNCT
spir-11148	200	3	m.r	m.r	PROPN
spir-11148	200	4	.	.	PROPN
spir-11148	200	5	,	,	PUNCT
spir-11148	200	6	carrigan	carrigan	PROPN
spir-11148	200	7	,	,	PUNCT
spir-11148	200	8	m	m	PROPN
spir-11148	200	9	,	,	PUNCT
spir-11148	200	10	and	and	CCONJ
spir-11148	200	11	brock	brock	PROPN
spir-11148	200	12	,	,	PUNCT
spir-11148	200	13	t.	t.	PROPN
spir-11148	200	14	(	(	PUNCT
spir-11148	200	15	2019	2019	NUM
spir-11148	200	16	)	)	PUNCT
spir-11148	200	17	.	.	PUNCT
spir-11148	201	1	the	the	DET
spir-11148	201	2	imperative	imperative	NOUN
spir-11148	201	3	to	to	PART
spir-11148	201	4	be	be	AUX
spir-11148	201	5	seen	see	VERB
spir-11148	201	6	:	:	PUNCT
spir-11148	201	7	the	the	DET
spir-11148	201	8	moral	moral	ADJ
spir-11148	201	9	economy	economy	NOUN
spir-11148	201	10	of	of	ADP
spir-11148	201	11	celebrity	celebrity	NOUN
spir-11148	201	12	video	video	NOUN
spir-11148	201	13	game	game	NOUN
spir-11148	201	14	streamers	streamer	NOUN
spir-11148	201	15	on	on	ADP
spir-11148	201	16	twitch.tv	twitch.tv	PRON
spir-11148	201	17	.	.	PUNCT
spir-11148	202	1	first	first	ADJ
spir-11148	202	2	monday	monday	PROPN
spir-11148	202	3	,	,	PUNCT
spir-11148	202	4	24(8	24(8	NUM
spir-11148	202	5	)	)	PUNCT
spir-11148	202	6	.	.	PUNCT
spir-11148	203	1	johnson	johnson	PROPN
spir-11148	203	2	,	,	PUNCT
spir-11148	203	3	m.r	m.r	PROPN
spir-11148	203	4	.	.	PROPN
spir-11148	203	5	,	,	PUNCT
spir-11148	203	6	woodcock	woodcock	NOUN
spir-11148	203	7	,	,	PUNCT
spir-11148	203	8	j.	j.	PROPN
spir-11148	203	9	(	(	PUNCT
spir-11148	203	10	2019	2019	NUM
spir-11148	203	11	)	)	PUNCT
spir-11148	203	12	.	.	PUNCT
spir-11148	204	1	“	"	PUNCT
spir-11148	204	2	and	and	CCONJ
spir-11148	204	3	today	today	NOUN
spir-11148	204	4	’s	’s	PART
spir-11148	204	5	top	top	ADJ
spir-11148	204	6	donator	donator	NOUN
spir-11148	204	7	is	be	AUX
spir-11148	204	8	”	"	PUNCT
spir-11148	204	9	:	:	PUNCT
spir-11148	204	10	how	how	SCONJ
spir-11148	204	11	live	live	ADJ
spir-11148	204	12	streamers	streamer	NOUN
spir-11148	204	13	on	on	ADP
spir-11148	204	14	twitch.tv	twitch.tv	PRON
spir-11148	204	15	monetize	monetize	VERB
spir-11148	204	16	and	and	CCONJ
spir-11148	204	17	gamify	gamify	VERB
spir-11148	204	18	their	their	PRON
spir-11148	204	19	broadcasts	broadcast	NOUN
spir-11148	204	20	.	.	PUNCT
spir-11148	205	1	social	social	ADJ
spir-11148	205	2	media	medium	NOUN
spir-11148	205	3	+	+	CCONJ
spir-11148	205	4	society	society	NOUN
spir-11148	205	5	,	,	PUNCT
spir-11148	205	6	5(4	5(4	NUM
spir-11148	205	7	):	):	PUNCT
spir-11148	205	8	1	1	NUM
spir-11148	205	9	-	-	SYM
spir-11148	205	10	11	11	NUM
spir-11148	205	11	.	.	PUNCT
spir-11148	206	1	lin	lin	PROPN
spir-11148	206	2	,	,	PUNCT
spir-11148	206	3	j	j	PROPN
spir-11148	206	4	-	-	PUNCT
spir-11148	206	5	s.	s.	PROPN
spir-11148	206	6	,	,	PUNCT
spir-11148	206	7	bowman	bowman	PROPN
spir-11148	206	8	,	,	PUNCT
spir-11148	206	9	n.	n.	PROPN
spir-11148	206	10	d.	d.	PROPN
spir-11148	206	11	,	,	PUNCT
spir-11148	206	12	lin	lin	PROPN
spir-11148	206	13	,	,	PUNCT
spir-11148	206	14	s	s	PROPN
spir-11148	206	15	-	-	PROPN
spir-11148	206	16	f.	f.	PROPN
spir-11148	206	17	,	,	PUNCT
spir-11148	206	18	chen	chen	PROPN
spir-11148	206	19	.	.	PUNCT
spir-11148	207	1	s.	s.	PROPN
spir-11148	207	2	(	(	PUNCT
spir-11148	207	3	2019	2019	NUM
spir-11148	207	4	)	)	PUNCT
spir-11148	207	5	.	.	PUNCT
spir-11148	208	1	setting	set	VERB
spir-11148	208	2	the	the	DET
spir-11148	208	3	digital	digital	ADJ
spir-11148	208	4	stage	stage	NOUN
spir-11148	208	5	:	:	PUNCT
spir-11148	208	6	defining	define	VERB
spir-11148	208	7	game	game	NOUN
spir-11148	208	8	streaming	streaming	NOUN
spir-11148	208	9	as	as	ADP
spir-11148	208	10	an	an	DET
spir-11148	208	11	entertainment	entertainment	NOUN
spir-11148	208	12	experience	experience	NOUN
spir-11148	208	13	.	.	PUNCT
spir-11148	209	1	entertainment	entertainment	NOUN
spir-11148	209	2	computing	computing	NOUN
spir-11148	209	3	,	,	PUNCT
spir-11148	209	4	31	31	NUM
spir-11148	209	5	.	.	PUNCT
spir-11148	209	6	nieborg	nieborg	PROPN
spir-11148	209	7	,	,	PUNCT
spir-11148	209	8	d.	d.	PROPN
spir-11148	209	9	b.	b.	PROPN
spir-11148	209	10	,	,	PUNCT
spir-11148	209	11	&	&	CCONJ
spir-11148	209	12	helmond	helmond	PROPN
spir-11148	209	13	,	,	PUNCT
spir-11148	209	14	a.	a.	NOUN
spir-11148	209	15	(	(	PUNCT
spir-11148	209	16	2019	2019	NUM
spir-11148	209	17	)	)	PUNCT
spir-11148	209	18	.	.	PUNCT
spir-11148	210	1	the	the	DET
spir-11148	210	2	political	political	ADJ
spir-11148	210	3	economy	economy	NOUN
spir-11148	210	4	of	of	ADP
spir-11148	210	5	facebook	facebook	PROPN
spir-11148	210	6	’s	’s	PART
spir-11148	210	7	platformization	platformization	NOUN
spir-11148	210	8	in	in	ADP
spir-11148	210	9	the	the	DET
spir-11148	210	10	mobile	mobile	ADJ
spir-11148	210	11	ecosystem	ecosystem	NOUN
spir-11148	210	12	:	:	PUNCT
spir-11148	210	13	facebook	facebook	NOUN
spir-11148	210	14	messenger	messenger	NOUN
spir-11148	210	15	as	as	ADP
spir-11148	210	16	a	a	DET
spir-11148	210	17	platform	platform	NOUN
spir-11148	210	18	instance	instance	NOUN
spir-11148	210	19	.	.	PUNCT
spir-11148	211	1	media	medium	NOUN
spir-11148	211	2	,	,	PUNCT
spir-11148	211	3	culture	culture	NOUN
spir-11148	211	4	&	&	CCONJ
spir-11148	211	5	society	society	NOUN
spir-11148	211	6	,	,	PUNCT
spir-11148	211	7	41	41	NUM
spir-11148	211	8	,	,	PUNCT
spir-11148	211	9	196–218	196–218	NUM
spir-11148	211	10	.	.	PUNCT
spir-11148	211	11	nieborg	nieborg	PROPN
spir-11148	211	12	,	,	PUNCT
spir-11148	211	13	d.	d.	PROPN
spir-11148	211	14	b.	b.	PROPN
spir-11148	211	15	,	,	PUNCT
spir-11148	211	16	&	&	CCONJ
spir-11148	211	17	poell	poell	PROPN
spir-11148	211	18	,	,	PUNCT
spir-11148	211	19	t.	t.	PROPN
spir-11148	211	20	(	(	PUNCT
spir-11148	211	21	2018	2018	NUM
spir-11148	211	22	)	)	PUNCT
spir-11148	211	23	.	.	PUNCT
spir-11148	212	1	the	the	DET
spir-11148	212	2	platformization	platformization	NOUN
spir-11148	212	3	of	of	ADP
spir-11148	212	4	cultural	cultural	ADJ
spir-11148	212	5	production	production	NOUN
spir-11148	212	6	:	:	PUNCT
spir-11148	212	7	theorizing	theorize	VERB
spir-11148	212	8	the	the	DET
spir-11148	212	9	contingent	contingent	ADJ
spir-11148	212	10	cultural	cultural	ADJ
spir-11148	212	11	commodity	commodity	NOUN
spir-11148	212	12	.	.	PUNCT
spir-11148	213	1	new	new	ADJ
spir-11148	213	2	media	medium	NOUN
spir-11148	213	3	&	&	CCONJ
spir-11148	213	4	society	society	NOUN
spir-11148	213	5	,	,	PUNCT
spir-11148	213	6	20	20	NUM
spir-11148	213	7	,	,	PUNCT
spir-11148	213	8	4275–4292	4275–4292	NUM
spir-11148	213	9	.	.	PUNCT
spir-11148	213	10	pires	pire	NOUN
spir-11148	213	11	,	,	PUNCT
spir-11148	213	12	k.	k.	PROPN
spir-11148	213	13	,	,	PUNCT
spir-11148	213	14	&	&	CCONJ
spir-11148	213	15	simon	simon	PROPN
spir-11148	213	16	,	,	PUNCT
spir-11148	213	17	g.	g.	PROPN
spir-11148	213	18	(	(	PUNCT
spir-11148	213	19	2015	2015	NUM
spir-11148	213	20	)	)	PUNCT
spir-11148	213	21	.	.	PUNCT
spir-11148	214	1	youtube	youtube	NOUN
spir-11148	214	2	live	live	VERB
spir-11148	214	3	and	and	CCONJ
spir-11148	214	4	twitch	twitch	VERB
spir-11148	214	5	:	:	PUNCT
spir-11148	214	6	a	a	DET
spir-11148	214	7	tour	tour	NOUN
spir-11148	214	8	of	of	ADP
spir-11148	214	9	user	user	NOUN
spir-11148	214	10	-	-	PUNCT
spir-11148	214	11	generated	generate	VERB
spir-11148	214	12	live	live	ADJ
spir-11148	214	13	streaming	streaming	NOUN
spir-11148	214	14	systems	system	NOUN
spir-11148	214	15	.	.	PUNCT
spir-11148	215	1	6th	6th	ADJ
spir-11148	215	2	acm	acm	PROPN
spir-11148	215	3	multimedia	multimedia	NOUN
spir-11148	215	4	systems	system	NOUN
spir-11148	215	5	conference	conference	NOUN
spir-11148	215	6	,	,	PUNCT
spir-11148	215	7	portland	portland	PROPN
spir-11148	215	8	,	,	PUNCT
spir-11148	215	9	oregon	oregon	PROPN
spir-11148	215	10	,	,	PUNCT
spir-11148	215	11	225	225	NUM
spir-11148	215	12	–	–	SYM
spir-11148	215	13	230	230	NUM
spir-11148	215	14	.	.	PUNCT
spir-11148	216	1	ruvalcaba	ruvalcaba	PROPN
spir-11148	216	2	,	,	PUNCT
spir-11148	216	3	o.	o.	PROPN
spir-11148	216	4	,	,	PUNCT
spir-11148	216	5	schulze	schulze	NOUN
spir-11148	216	6	.	.	PUNCT
spir-11148	217	1	j.	j.	PROPN
spir-11148	217	2	,	,	PUNCT
spir-11148	217	3	kim	kim	PROPN
spir-11148	217	4	.	.	PUNCT
spir-11148	217	5	a.	a.	PROPN
spir-11148	217	6	,	,	PUNCT
spir-11148	217	7	berzenski	berzenski	PROPN
spir-11148	217	8	,	,	PUNCT
spir-11148	217	9	s.	s.	PROPN
spir-11148	217	10	r.	r.	PROPN
spir-11148	217	11	,	,	PUNCT
spir-11148	217	12	&	&	CCONJ
spir-11148	217	13	otten	otten	PROPN
spir-11148	217	14	,	,	PUNCT
spir-11148	217	15	m.	m.	NOUN
spir-11148	217	16	p.	p.	NOUN
spir-11148	217	17	(	(	PUNCT
spir-11148	217	18	2018	2018	NUM
spir-11148	217	19	)	)	PUNCT
spir-11148	217	20	.	.	PUNCT
spir-11148	218	1	women	woman	NOUN
spir-11148	218	2	’s	’s	PART
spir-11148	218	3	experiences	experience	NOUN
spir-11148	218	4	in	in	ADP
spir-11148	218	5	esports	esport	NOUN
spir-11148	218	6	:	:	PUNCT
spir-11148	218	7	gendered	gendere	VERB
spir-11148	218	8	differences	difference	NOUN
spir-11148	218	9	in	in	ADP
spir-11148	218	10	peer	peer	NOUN
spir-11148	218	11	and	and	CCONJ
spir-11148	218	12	spectator	spectator	NOUN
spir-11148	218	13	feedback	feedback	NOUN
spir-11148	218	14	during	during	ADP
spir-11148	218	15	competitive	competitive	ADJ
spir-11148	218	16	video	video	NOUN
spir-11148	218	17	game	game	NOUN
spir-11148	218	18	play	play	NOUN
spir-11148	218	19	.	.	PUNCT
spir-11148	219	1	journal	journal	PROPN
spir-11148	219	2	of	of	ADP
spir-11148	219	3	sport	sport	NOUN
spir-11148	219	4	and	and	CCONJ
spir-11148	219	5	social	social	ADJ
spir-11148	219	6	issues	issue	NOUN
spir-11148	219	7	.	.	PUNCT
spir-11148	220	1	siutila	siutila	PROPN
spir-11148	220	2	,	,	PUNCT
spir-11148	220	3	m.	m.	NOUN
spir-11148	220	4	(	(	PUNCT
spir-11148	220	5	2018	2018	NUM
spir-11148	220	6	)	)	PUNCT
spir-11148	220	7	.	.	PUNCT
spir-11148	221	1	the	the	DET
spir-11148	221	2	gamification	gamification	NOUN
spir-11148	221	3	of	of	ADP
spir-11148	221	4	gaming	gaming	NOUN
spir-11148	221	5	streams	stream	NOUN
spir-11148	221	6	.	.	PUNCT
spir-11148	222	1	gamifin	gamifin	NOUN
spir-11148	222	2	conference	conference	PROPN
spir-11148	222	3	2018	2018	NUM
spir-11148	222	4	,	,	PUNCT
spir-11148	222	5	levi	levi	PROPN
spir-11148	222	6	,	,	PUNCT
spir-11148	222	7	finland	finland	PROPN
spir-11148	222	8	,	,	PUNCT
spir-11148	222	9	131	131	NUM
spir-11148	222	10	-	-	SYM
spir-11148	222	11	140	140	NUM
spir-11148	222	12	.	.	PUNCT
spir-11148	223	1	sjöblom	sjöblom	PROPN
spir-11148	223	2	,	,	PUNCT
spir-11148	223	3	m.	m.	NOUN
spir-11148	223	4	,	,	PUNCT
spir-11148	223	5	törhönen	törhönen	PROPN
spir-11148	223	6	,	,	PUNCT
spir-11148	223	7	m.	m.	NOUN
spir-11148	223	8	,	,	PUNCT
spir-11148	223	9	hamari	hamari	X
spir-11148	223	10	,	,	PUNCT
spir-11148	223	11	j.	j.	PROPN
spir-11148	223	12	,	,	PUNCT
spir-11148	223	13	and	and	CCONJ
spir-11148	223	14	macey	macey	PROPN
spir-11148	223	15	,	,	PUNCT
spir-11148	223	16	j.	j.	PROPN
spir-11148	223	17	(	(	PUNCT
spir-11148	223	18	2019	2019	NUM
spir-11148	223	19	)	)	PUNCT
spir-11148	223	20	.	.	PUNCT
spir-11148	224	1	the	the	DET
spir-11148	224	2	ingredients	ingredient	NOUN
spir-11148	224	3	of	of	ADP
spir-11148	224	4	twitch	twitch	ADJ
spir-11148	224	5	streaming	streaming	NOUN
spir-11148	224	6	:	:	PUNCT
spir-11148	224	7	affordances	affordance	NOUN
spir-11148	224	8	of	of	ADP
spir-11148	224	9	game	game	NOUN
spir-11148	224	10	streams	stream	NOUN
spir-11148	224	11	.	.	PUNCT
spir-11148	225	1	computers	computer	NOUN
spir-11148	225	2	in	in	ADP
spir-11148	225	3	human	human	ADJ
spir-11148	225	4	behavior	behavior	NOUN
spir-11148	225	5	,	,	PUNCT
spir-11148	225	6	92	92	NUM
spir-11148	225	7	:	:	SYM
spir-11148	225	8	20	20	NUM
spir-11148	225	9	-	-	SYM
spir-11148	225	10	28	28	NUM
spir-11148	225	11	.	.	PUNCT
spir-11148	226	1	srnicek	srnicek	NOUN
spir-11148	226	2	,	,	PUNCT
spir-11148	226	3	n.	n.	NOUN
spir-11148	226	4	(	(	PUNCT
spir-11148	226	5	2017	2017	NUM
spir-11148	226	6	)	)	PUNCT
spir-11148	226	7	.	.	PUNCT
spir-11148	227	1	platform	platform	NOUN
spir-11148	227	2	capitalism	capitalism	NOUN
spir-11148	227	3	.	.	PUNCT
spir-11148	228	1	cambridge	cambridge	NOUN
spir-11148	228	2	:	:	PUNCT
spir-11148	228	3	polity	polity	NOUN
spir-11148	228	4	.	.	PUNCT
spir-11148	229	1	steinkuehler	steinkuehler	NOUN
spir-11148	229	2	,	,	PUNCT
spir-11148	229	3	c.	c.	PROPN
spir-11148	229	4	a.	a.	PROPN
spir-11148	229	5	,	,	PUNCT
spir-11148	229	6	&	&	CCONJ
spir-11148	229	7	williams	williams	PROPN
spir-11148	229	8	,	,	PUNCT
spir-11148	229	9	d.	d.	PROPN
spir-11148	229	10	(	(	PUNCT
spir-11148	229	11	2006	2006	NUM
spir-11148	229	12	)	)	PUNCT
spir-11148	229	13	.	.	PUNCT
spir-11148	230	1	where	where	SCONJ
spir-11148	230	2	everybody	everybody	PRON
spir-11148	230	3	knows	know	VERB
spir-11148	230	4	your	your	PRON
spir-11148	230	5	(	(	PUNCT
spir-11148	230	6	screen	screen	NOUN
spir-11148	230	7	)	)	PUNCT
spir-11148	230	8	name	name	NOUN
spir-11148	230	9	:	:	PUNCT
spir-11148	230	10	online	online	ADJ
spir-11148	230	11	games	game	NOUN
spir-11148	230	12	as	as	ADP
spir-11148	230	13	“	"	PUNCT
spir-11148	230	14	third	third	ADJ
spir-11148	230	15	places	place	NOUN
spir-11148	230	16	.	.	PUNCT
spir-11148	230	17	”	"	PUNCT
spir-11148	231	1	journal	journal	NOUN
spir-11148	231	2	of	of	ADP
spir-11148	231	3	computer	computer	NOUN
spir-11148	231	4	-	-	PUNCT
spir-11148	231	5	mediated	mediate	VERB
spir-11148	231	6	communication	communication	NOUN
spir-11148	231	7	,	,	PUNCT
spir-11148	231	8	11(4	11(4	NUM
spir-11148	231	9	)	)	PUNCT
spir-11148	231	10	.	.	PUNCT
spir-11148	232	1	taylor	taylor	PROPN
spir-11148	232	2	,	,	PUNCT
spir-11148	232	3	t.	t.	PROPN
spir-11148	232	4	l.	l.	PROPN
spir-11148	232	5	(	(	PUNCT
spir-11148	232	6	2018	2018	NUM
spir-11148	232	7	)	)	PUNCT
spir-11148	232	8	.	.	PUNCT
spir-11148	233	1	watch	watch	VERB
spir-11148	233	2	me	i	PRON
spir-11148	233	3	play	play	VERB
spir-11148	233	4	:	:	PUNCT
spir-11148	233	5	twitch	twitch	VERB
spir-11148	233	6	and	and	CCONJ
spir-11148	233	7	the	the	DET
spir-11148	233	8	rise	rise	NOUN
spir-11148	233	9	of	of	ADP
spir-11148	233	10	game	game	NOUN
spir-11148	233	11	live	live	ADJ
spir-11148	233	12	-	-	PUNCT
spir-11148	233	13	streaming	streaming	NOUN
spir-11148	233	14	.	.	PUNCT
spir-11148	234	1	princeton	princeton	PROPN
spir-11148	234	2	:	:	PUNCT
spir-11148	234	3	nj	nj	PROPN
spir-11148	234	4	:	:	PUNCT
spir-11148	234	5	princeton	princeton	PROPN
spir-11148	234	6	university	university	PROPN
spir-11148	234	7	press	press	NOUN
spir-11148	234	8	.	.	PUNCT
spir-11148	235	1	terranova	terranova	PROPN
spir-11148	235	2	,	,	PUNCT
spir-11148	235	3	t.	t.	PROPN
spir-11148	235	4	(	(	PUNCT
spir-11148	235	5	2000	2000	NUM
spir-11148	235	6	)	)	PUNCT
spir-11148	235	7	.	.	PUNCT
spir-11148	236	1	free	free	ADJ
spir-11148	236	2	labor	labor	NOUN
spir-11148	236	3	:	:	PUNCT
spir-11148	236	4	producing	produce	VERB
spir-11148	236	5	culture	culture	NOUN
spir-11148	236	6	for	for	ADP
spir-11148	236	7	the	the	DET
spir-11148	236	8	digital	digital	ADJ
spir-11148	236	9	economy	economy	NOUN
spir-11148	236	10	.	.	PUNCT
spir-11148	237	1	social	social	ADJ
spir-11148	237	2	text	text	NOUN
spir-11148	237	3	63	63	NUM
spir-11148	237	4	,	,	PUNCT
spir-11148	237	5	18(2	18(2	NUM
spir-11148	237	6	):	):	PUNCT
spir-11148	237	7	33	33	NUM
spir-11148	237	8	-	-	SYM
spir-11148	237	9	58	58	NUM
spir-11148	237	10	.	.	PUNCT
spir-11148	238	1	van	van	PROPN
spir-11148	238	2	dijk	dijk	PROPN
spir-11148	238	3	,	,	PUNCT
spir-11148	238	4	j	j	PROPN
spir-11148	238	5	,	,	PUNCT
spir-11148	238	6	t	t	PROPN
spir-11148	238	7	poell	poell	NOUN
spir-11148	238	8	and	and	CCONJ
spir-11148	238	9	m	m	PROPN
spir-11148	238	10	de	de	PROPN
spir-11148	238	11	waal	waal	PROPN
spir-11148	238	12	(	(	PUNCT
spir-11148	238	13	2019	2019	NUM
spir-11148	238	14	):	):	PUNCT
spir-11148	238	15	the	the	DET
spir-11148	238	16	platform	platform	NOUN
spir-11148	238	17	society	society	NOUN
spir-11148	238	18	:	:	PUNCT
spir-11148	238	19	public	public	ADJ
spir-11148	238	20	values	value	NOUN
spir-11148	238	21	in	in	ADP
spir-11148	238	22	a	a	DET
spir-11148	238	23	connective	connective	ADJ
spir-11148	238	24	world	world	NOUN
spir-11148	238	25	.	.	PUNCT
spir-11148	239	1	oxford	oxford	NOUN
spir-11148	239	2	:	:	PUNCT
spir-11148	239	3	oxford	oxford	PROPN
spir-11148	239	4	university	university	PROPN
spir-11148	239	5	press	press	NOUN
spir-11148	239	6	.	.	PUNCT
spir-11148	240	1	walker	walker	PROPN
spir-11148	240	2	,	,	PUNCT
spir-11148	240	3	a.	a.	PROPN
spir-11148	240	4	(	(	PUNCT
spir-11148	240	5	2014	2014	NUM
spir-11148	240	6	)	)	PUNCT
spir-11148	240	7	.	.	PUNCT
spir-11148	241	1	watching	watch	VERB
spir-11148	241	2	us	we	PRON
spir-11148	241	3	play	play	VERB
spir-11148	241	4	:	:	PUNCT
spir-11148	241	5	postures	posture	NOUN
spir-11148	241	6	and	and	CCONJ
spir-11148	241	7	platforms	platform	NOUN
spir-11148	241	8	of	of	ADP
spir-11148	241	9	live	live	ADJ
spir-11148	241	10	streaming	streaming	NOUN
spir-11148	241	11	.	.	PUNCT
spir-11148	242	1	surveillance	surveillance	NOUN
spir-11148	242	2	&	&	CCONJ
spir-11148	242	3	society	society	NOUN
spir-11148	242	4	,	,	PUNCT
spir-11148	242	5	12(3	12(3	NUM
spir-11148	242	6	):	):	PUNCT
spir-11148	242	7	437	437	NUM
spir-11148	242	8	-	-	SYM
spir-11148	242	9	442	442	NUM
spir-11148	242	10	.	.	PUNCT
spir-11148	242	11	wissinger	wissing	ADJ
spir-11148	242	12	,	,	PUNCT
spir-11148	242	13	elizabeth	elizabeth	PROPN
spir-11148	242	14	.	.	PUNCT
spir-11148	242	15	2007	2007	NUM
spir-11148	242	16	.	.	PUNCT
spir-11148	243	1	“	"	PUNCT
spir-11148	243	2	modelling	model	VERB
spir-11148	243	3	a	a	DET
spir-11148	243	4	way	way	NOUN
spir-11148	243	5	of	of	ADP
spir-11148	243	6	life	life	NOUN
spir-11148	243	7	:	:	PUNCT
spir-11148	243	8	immaterial	immaterial	ADJ
spir-11148	243	9	and	and	CCONJ
spir-11148	243	10	affective	affective	ADJ
spir-11148	243	11	labour	labour	NOUN
spir-11148	243	12	in	in	ADP
spir-11148	243	13	the	the	DET
spir-11148	243	14	fashion	fashion	NOUN
spir-11148	243	15	modelling	model	VERB
spir-11148	243	16	industry	industry	NOUN
spir-11148	243	17	.	.	PUNCT
spir-11148	243	18	”	"	PUNCT
spir-11148	244	1	ephemera	ephemera	NOUN
spir-11148	244	2	7	7	NUM
spir-11148	244	3	(	(	PUNCT
spir-11148	244	4	1	1	NUM
spir-11148	244	5	):	):	PUNCT
spir-11148	244	6	250–69	250–69	NOUN
spir-11148	244	7	.	.	PUNCT
spir-11148	245	1	woodcock	woodcock	NOUN
spir-11148	245	2	,	,	PUNCT
spir-11148	245	3	j	j	PROPN
spir-11148	245	4	and	and	CCONJ
spir-11148	245	5	johnson	johnson	PROPN
spir-11148	245	6	,	,	PUNCT
spir-11148	245	7	m.r	m.r	PROPN
spir-11148	245	8	.	.	PROPN
spir-11148	245	9	(	(	PUNCT
spir-11148	245	10	2019	2019	NUM
spir-11148	245	11	)	)	PUNCT
spir-11148	245	12	.	.	PUNCT
spir-11148	246	1	the	the	DET
spir-11148	246	2	affective	affective	ADJ
spir-11148	246	3	labor	labor	NOUN
spir-11148	246	4	and	and	CCONJ
spir-11148	246	5	performance	performance	NOUN
spir-11148	246	6	of	of	ADP
spir-11148	246	7	live	live	ADJ
spir-11148	246	8	streaming	streaming	NOUN
spir-11148	246	9	on	on	ADP
spir-11148	246	10	twitch.tv	twitch.tv	PROPN
spir-11148	246	11	.	.	PUNCT
spir-11148	247	1	television	television	PROPN
spir-11148	247	2	&	&	CCONJ
spir-11148	247	3	new	new	ADJ
spir-11148	247	4	media	medium	NOUN
spir-11148	247	5	,	,	PUNCT
spir-11148	247	6	20(8	20(8	NUM
spir-11148	247	7	):	):	PUNCT
spir-11148	247	8	813	813	NUM
spir-11148	247	9	-	-	SYM
spir-11148	247	10	823	823	NUM
spir-11148	247	11	.	.	PUNCT
spir-11148	248	1	zajonc	zajonc	PROPN
spir-11148	248	2	,	,	PUNCT
spir-11148	248	3	r.	r.	PROPN
spir-11148	248	4	b.	b.	PROPN
spir-11148	248	5	(	(	PUNCT
spir-11148	248	6	1965	1965	NUM
spir-11148	248	7	)	)	PUNCT
spir-11148	248	8	.	.	PUNCT
spir-11148	249	1	social	social	ADJ
spir-11148	249	2	facilitation	facilitation	NOUN
spir-11148	249	3	.	.	PUNCT
spir-11148	250	1	science	science	NOUN
spir-11148	250	2	,	,	PUNCT
spir-11148	250	3	149	149	NUM
spir-11148	250	4	(	(	PUNCT
spir-11148	250	5	269	269	NUM
spir-11148	250	6	-	-	SYM
spir-11148	250	7	275	275	NUM
spir-11148	250	8	)	)	PUNCT
spir-11148	250	9	.	.	PUNCT