id	sid	tid	token	lemma	pos
spir-11229	1	1	selected	select	VERB
spir-11229	1	2	papers	paper	NOUN
spir-11229	1	3	of	of	ADP
spir-11229	1	4	#	#	SYM
spir-11229	1	5	aoir2020	aoir2020	PROPN
spir-11229	1	6	:	:	PUNCT
spir-11229	1	7	the	the	DET
spir-11229	1	8	21st	21st	ADJ
spir-11229	1	9	annual	annual	ADJ
spir-11229	1	10	conference	conference	NOUN
spir-11229	1	11	of	of	ADP
spir-11229	1	12	the	the	DET
spir-11229	1	13	association	association	NOUN
spir-11229	1	14	of	of	ADP
spir-11229	1	15	internet	internet	NOUN
spir-11229	1	16	researchers	researcher	NOUN
spir-11229	1	17	virtual	virtual	ADJ
spir-11229	1	18	event	event	NOUN
spir-11229	1	19	/	/	PUNCT
spir-11229	1	20	27	27	NUM
spir-11229	1	21	-	-	SYM
spir-11229	1	22	31	31	NUM
spir-11229	1	23	october	october	PROPN
spir-11229	1	24	2020	2020	NUM
spir-11229	1	25	suggested	suggest	VERB
spir-11229	1	26	citation	citation	NOUN
spir-11229	1	27	(	(	PUNCT
spir-11229	1	28	apa	apa	PROPN
spir-11229	1	29	):	):	PUNCT
spir-11229	1	30	harrisson	harrisson	PROPN
spir-11229	1	31	,	,	PUNCT
spir-11229	1	32	a.	a.	NOUN
spir-11229	1	33	marchessault	marchessault	PROPN
spir-11229	1	34	,	,	PUNCT
spir-11229	1	35	j.	j.	PROPN
spir-11229	1	36	,	,	PUNCT
spir-11229	1	37	pedraça	pedraça	PROPN
spir-11229	1	38	,	,	PUNCT
spir-11229	1	39	s.	s.	PROPN
spir-11229	1	40	,	,	PUNCT
spir-11229	1	41	jones	jones	PROPN
spir-11229	1	42	,	,	PUNCT
spir-11229	1	43	s.	s.	PROPN
spir-11229	1	44	,	,	PUNCT
spir-11229	1	45	consalvo	consalvo	PROPN
spir-11229	1	46	,	,	PUNCT
spir-11229	1	47	m.	m.	NOUN
spir-11229	1	48	(	(	PUNCT
spir-11229	1	49	2020	2020	NUM
spir-11229	1	50	,	,	PUNCT
spir-11229	1	51	october	october	PROPN
spir-11229	1	52	)	)	PUNCT
spir-11229	1	53	.	.	PUNCT
spir-11229	2	1	the	the	DET
spir-11229	2	2	virtual	virtual	ADJ
spir-11229	2	3	census	census	NOUN
spir-11229	2	4	2.0	2.0	NUM
spir-11229	2	5	:	:	PUNCT
spir-11229	2	6	a	a	DET
spir-11229	2	7	continued	continue	VERB
spir-11229	2	8	investigation	investigation	NOUN
spir-11229	2	9	on	on	ADP
spir-11229	2	10	the	the	DET
spir-11229	2	11	representation	representation	NOUN
spir-11229	2	12	of	of	ADP
spir-11229	2	13	gender	gender	NOUN
spir-11229	2	14	,	,	PUNCT
spir-11229	2	15	race	race	NOUN
spir-11229	2	16	and	and	CCONJ
spir-11229	2	17	age	age	NOUN
spir-11229	2	18	in	in	ADP
spir-11229	2	19	videogames	videogame	NOUN
spir-11229	2	20	.	.	PUNCT
spir-11229	3	1	paper	paper	NOUN
spir-11229	3	2	presented	present	VERB
spir-11229	3	3	at	at	ADP
spir-11229	3	4	aoir	aoir	NOUN
spir-11229	3	5	2020	2020	NUM
spir-11229	3	6	:	:	PUNCT
spir-11229	3	7	the	the	DET
spir-11229	3	8	21th	21th	ADJ
spir-11229	3	9	annual	annual	ADJ
spir-11229	3	10	conference	conference	NOUN
spir-11229	3	11	of	of	ADP
spir-11229	3	12	the	the	DET
spir-11229	3	13	association	association	NOUN
spir-11229	3	14	of	of	ADP
spir-11229	3	15	internet	internet	NOUN
spir-11229	3	16	researchers	researcher	NOUN
spir-11229	3	17	.	.	PUNCT
spir-11229	4	1	virtual	virtual	ADJ
spir-11229	4	2	event	event	NOUN
spir-11229	4	3	:	:	PUNCT
spir-11229	4	4	aoir	aoir	NOUN
spir-11229	4	5	.	.	PUNCT
spir-11229	4	6	retrieved	retrieve	VERB
spir-11229	4	7	from	from	ADP
spir-11229	4	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11229	4	9	.	.	PUNCT
spir-11229	5	1	the	the	DET
spir-11229	5	2	virtual	virtual	ADJ
spir-11229	5	3	census	census	NOUN
spir-11229	5	4	2.0	2.0	NUM
spir-11229	5	5	:	:	PUNCT
spir-11229	5	6	a	a	DET
spir-11229	5	7	continued	continue	VERB
spir-11229	5	8	investigation	investigation	NOUN
spir-11229	5	9	on	on	ADP
spir-11229	5	10	the	the	DET
spir-11229	5	11	representation	representation	NOUN
spir-11229	5	12	of	of	ADP
spir-11229	5	13	gender	gender	NOUN
spir-11229	5	14	,	,	PUNCT
spir-11229	5	15	race	race	NOUN
spir-11229	5	16	and	and	CCONJ
spir-11229	5	17	age	age	NOUN
spir-11229	5	18	in	in	ADP
spir-11229	5	19	videogames	videogame	NOUN
spir-11229	5	20	annie	annie	PROPN
spir-11229	5	21	harrisson	harrisson	PROPN
spir-11229	5	22	concordia	concordia	PROPN
spir-11229	5	23	university	university	PROPN
spir-11229	5	24	jessie	jessie	PROPN
spir-11229	5	25	marchessault	marchessault	PROPN
spir-11229	5	26	concordia	concordia	PROPN
spir-11229	5	27	university	university	PROPN
spir-11229	5	28	sâmia	sâmia	PROPN
spir-11229	5	29	pedraça	pedraça	PROPN
spir-11229	5	30	concordia	concordia	PROPN
spir-11229	5	31	university	university	PROPN
spir-11229	5	32	shawn	shawn	PROPN
spir-11229	5	33	suyong	suyong	PROPN
spir-11229	5	34	yi	yi	PROPN
spir-11229	5	35	jones	jones	PROPN
spir-11229	5	36	concordia	concordia	PROPN
spir-11229	5	37	university	university	PROPN
spir-11229	5	38	mia	mia	PROPN
spir-11229	5	39	consalvo	consalvo	PROPN
spir-11229	5	40	concordia	concordia	PROPN
spir-11229	5	41	university	university	PROPN
spir-11229	5	42	introduction	introduction	NOUN
spir-11229	5	43	in	in	ADP
spir-11229	5	44	2009	2009	NUM
spir-11229	5	45	,	,	PUNCT
spir-11229	5	46	williams	williams	PROPN
spir-11229	5	47	et	et	PROPN
spir-11229	5	48	al	al	PROPN
spir-11229	5	49	.	.	PROPN
spir-11229	5	50	examined	examine	VERB
spir-11229	5	51	the	the	DET
spir-11229	5	52	representation	representation	NOUN
spir-11229	5	53	of	of	ADP
spir-11229	5	54	characters	character	NOUN
spir-11229	5	55	in	in	ADP
spir-11229	5	56	the	the	DET
spir-11229	5	57	united	united	PROPN
spir-11229	5	58	states	states	PROPN
spir-11229	5	59	’	’	PART
spir-11229	5	60	100	100	NUM
spir-11229	5	61	top	top	ADV
spir-11229	5	62	-	-	PUNCT
spir-11229	5	63	selling	sell	VERB
spir-11229	5	64	videogames	videogame	NOUN
spir-11229	5	65	of	of	ADP
spir-11229	5	66	2005	2005	NUM
spir-11229	5	67	in	in	ADP
spir-11229	5	68	“	"	PUNCT
spir-11229	5	69	the	the	DET
spir-11229	5	70	virtual	virtual	ADJ
spir-11229	5	71	census	census	NOUN
spir-11229	5	72	:	:	PUNCT
spir-11229	5	73	representation	representation	NOUN
spir-11229	5	74	of	of	ADP
spir-11229	5	75	gender	gender	NOUN
spir-11229	5	76	,	,	PUNCT
spir-11229	5	77	race	race	NOUN
spir-11229	5	78	and	and	CCONJ
spir-11229	5	79	age	age	NOUN
spir-11229	5	80	in	in	ADP
spir-11229	5	81	videogames	videogame	NOUN
spir-11229	5	82	”	"	PUNCT
spir-11229	5	83	.	.	PUNCT
spir-11229	6	1	their	their	PRON
spir-11229	6	2	results	result	NOUN
spir-11229	6	3	highlighted	highlight	VERB
spir-11229	6	4	the	the	DET
spir-11229	6	5	overrepresentation	overrepresentation	NOUN
spir-11229	6	6	of	of	ADP
spir-11229	6	7	characters	character	NOUN
spir-11229	6	8	that	that	PRON
spir-11229	6	9	are	be	AUX
spir-11229	6	10	white	white	ADJ
spir-11229	6	11	,	,	PUNCT
spir-11229	6	12	adult	adult	NOUN
spir-11229	6	13	and	and	CCONJ
spir-11229	6	14	male	male	NOUN
spir-11229	6	15	compared	compare	VERB
spir-11229	6	16	to	to	ADP
spir-11229	6	17	characters	character	NOUN
spir-11229	6	18	of	of	ADP
spir-11229	6	19	other	other	ADJ
spir-11229	6	20	races	race	NOUN
spir-11229	6	21	,	,	PUNCT
spir-11229	6	22	genders	gender	NOUN
spir-11229	6	23	,	,	PUNCT
spir-11229	6	24	or	or	CCONJ
spir-11229	6	25	age	age	NOUN
spir-11229	6	26	groups	group	NOUN
spir-11229	6	27	.	.	PUNCT
spir-11229	7	1	a	a	DET
spir-11229	7	2	decade	decade	NOUN
spir-11229	7	3	later	later	ADV
spir-11229	7	4	,	,	PUNCT
spir-11229	7	5	we	we	PRON
spir-11229	7	6	revisit	revisit	VERB
spir-11229	7	7	key	key	ADJ
spir-11229	7	8	questions	question	NOUN
spir-11229	7	9	addressed	address	VERB
spir-11229	7	10	in	in	ADP
spir-11229	7	11	the	the	DET
spir-11229	7	12	original	original	ADJ
spir-11229	7	13	research	research	NOUN
spir-11229	7	14	to	to	PART
spir-11229	7	15	examine	examine	VERB
spir-11229	7	16	how	how	SCONJ
spir-11229	7	17	these	these	DET
spir-11229	7	18	representations	representation	NOUN
spir-11229	7	19	have	have	AUX
spir-11229	7	20	changed	change	VERB
spir-11229	7	21	over	over	ADP
spir-11229	7	22	time	time	NOUN
spir-11229	7	23	.	.	PUNCT
spir-11229	8	1	research	research	NOUN
spir-11229	8	2	questions	question	NOUN
spir-11229	8	3	our	our	PRON
spir-11229	8	4	study	study	NOUN
spir-11229	8	5	revisits	revisit	VERB
spir-11229	8	6	the	the	DET
spir-11229	8	7	following	follow	VERB
spir-11229	8	8	three	three	NUM
spir-11229	8	9	research	research	NOUN
spir-11229	8	10	questions	question	NOUN
spir-11229	8	11	:	:	PUNCT
spir-11229	8	12	•	•	NUM
spir-11229	8	13	rq1	rq1	NOUN
spir-11229	8	14	:	:	PUNCT
spir-11229	8	15	how	how	SCONJ
spir-11229	8	16	frequently	frequently	ADV
spir-11229	8	17	are	be	AUX
spir-11229	8	18	different	different	ADJ
spir-11229	8	19	gender	gender	NOUN
spir-11229	8	20	,	,	PUNCT
spir-11229	8	21	race	race	NOUN
spir-11229	8	22	and	and	CCONJ
spir-11229	8	23	age	age	NOUN
spir-11229	8	24	groups	group	NOUN
spir-11229	8	25	represented	represent	VERB
spir-11229	8	26	in	in	ADP
spir-11229	8	27	games	game	NOUN
spir-11229	8	28	?	?	PUNCT
spir-11229	9	1	•	•	NUM
spir-11229	9	2	rq2	rq2	NOUN
spir-11229	9	3	:	:	PUNCT
spir-11229	9	4	is	be	AUX
spir-11229	9	5	there	there	PRON
spir-11229	9	6	a	a	DET
spir-11229	9	7	difference	difference	NOUN
spir-11229	9	8	between	between	ADP
spir-11229	9	9	groups	group	NOUN
spir-11229	9	10	’	'	PUNCT
spir-11229	9	11	appearance	appearance	NOUN
spir-11229	9	12	in	in	ADP
spir-11229	9	13	primary	primary	ADJ
spir-11229	9	14	and	and	CCONJ
spir-11229	9	15	secondary	secondary	ADJ
spir-11229	9	16	roles	role	NOUN
spir-11229	9	17	?	?	PUNCT
spir-11229	10	1	•	•	NUM
spir-11229	10	2	rq3	rq3	NOUN
spir-11229	10	3	:	:	PUNCT
spir-11229	10	4	is	be	AUX
spir-11229	10	5	there	there	PRON
spir-11229	10	6	a	a	DET
spir-11229	10	7	difference	difference	NOUN
spir-11229	10	8	in	in	ADP
spir-11229	10	9	characters	character	NOUN
spir-11229	10	10	’	’	PART
spir-11229	10	11	social	social	ADJ
spir-11229	10	12	group	group	NOUN
spir-11229	10	13	representation	representation	NOUN
spir-11229	10	14	between	between	ADP
spir-11229	10	15	games	game	NOUN
spir-11229	10	16	with	with	ADP
spir-11229	10	17	different	different	ADJ
spir-11229	10	18	esrb	esrb	PROPN
spir-11229	10	19	ratings	rating	NOUN
spir-11229	10	20	?	?	PUNCT
spir-11229	11	1	while	while	SCONJ
spir-11229	11	2	the	the	DET
spir-11229	11	3	first	first	ADJ
spir-11229	11	4	research	research	NOUN
spir-11229	11	5	question	question	NOUN
spir-11229	11	6	considers	consider	VERB
spir-11229	11	7	the	the	DET
spir-11229	11	8	overall	overall	ADJ
spir-11229	11	9	frequency	frequency	NOUN
spir-11229	11	10	in	in	ADP
spir-11229	11	11	which	which	PRON
spir-11229	11	12	these	these	DET
spir-11229	11	13	social	social	ADJ
spir-11229	11	14	categories	category	NOUN
spir-11229	11	15	appear	appear	VERB
spir-11229	11	16	in	in	ADP
spir-11229	11	17	videogames	videogame	NOUN
spir-11229	11	18	,	,	PUNCT
spir-11229	11	19	the	the	DET
spir-11229	11	20	second	second	ADJ
spir-11229	11	21	and	and	CCONJ
spir-11229	11	22	third	third	ADJ
spir-11229	11	23	questions	question	NOUN
spir-11229	11	24	address	address	VERB
spir-11229	11	25	the	the	DET
spir-11229	11	26	context	context	NOUN
spir-11229	11	27	in	in	ADP
spir-11229	11	28	which	which	PRON
spir-11229	11	29	these	these	DET
spir-11229	11	30	representations	representation	NOUN
spir-11229	11	31	take	take	VERB
spir-11229	11	32	place	place	NOUN
spir-11229	11	33	.	.	PUNCT
spir-11229	12	1	specifically	specifically	ADV
spir-11229	12	2	,	,	PUNCT
spir-11229	12	3	rq2	rq2	NOUN
spir-11229	12	4	looks	look	VERB
spir-11229	12	5	at	at	ADP
spir-11229	12	6	the	the	DET
spir-11229	12	7	representation	representation	NOUN
spir-11229	12	8	of	of	ADP
spir-11229	12	9	the	the	DET
spir-11229	12	10	three	three	NUM
spir-11229	12	11	social	social	ADJ
spir-11229	12	12	groups	group	NOUN
spir-11229	12	13	in	in	ADP
spir-11229	12	14	the	the	DET
spir-11229	12	15	context	context	NOUN
spir-11229	12	16	of	of	ADP
spir-11229	12	17	character	character	NOUN
spir-11229	12	18	playability	playability	NOUN
spir-11229	12	19	and	and	CCONJ
spir-11229	12	20	rq3	rq3	NOUN
spir-11229	12	21	focuses	focus	VERB
spir-11229	12	22	on	on	ADP
spir-11229	12	23	representation	representation	NOUN
spir-11229	12	24	within	within	ADP
spir-11229	12	25	different	different	ADJ
spir-11229	12	26	esrb	esrb	PROPN
spir-11229	12	27	ratings	rating	NOUN
spir-11229	12	28	.	.	PUNCT
spir-11229	13	1	to	to	ADP
spir-11229	13	2	williams	williams	PROPN
spir-11229	13	3	et	et	PROPN
spir-11229	13	4	al	al	PROPN
spir-11229	13	5	.	.	PROPN
spir-11229	13	6	’s	’s	PART
spir-11229	13	7	inquiry	inquiry	NOUN
spir-11229	13	8	,	,	PUNCT
spir-11229	13	9	we	we	PRON
spir-11229	13	10	added	add	VERB
spir-11229	13	11	a	a	DET
spir-11229	13	12	fourth	fourth	ADJ
spir-11229	13	13	question	question	NOUN
spir-11229	13	14	that	that	PRON
spir-11229	13	15	takes	take	VERB
spir-11229	13	16	into	into	ADP
spir-11229	13	17	account	account	NOUN
spir-11229	13	18	the	the	DET
spir-11229	13	19	intersections	intersection	NOUN
spir-11229	13	20	of	of	ADP
spir-11229	13	21	the	the	DET
spir-11229	13	22	three	three	NUM
spir-11229	13	23	social	social	ADJ
spir-11229	13	24	groups	group	NOUN
spir-11229	13	25	:	:	PUNCT
spir-11229	13	26	•	•	NUM
spir-11229	13	27	rq4	rq4	NOUN
spir-11229	13	28	:	:	PUNCT
spir-11229	13	29	how	how	SCONJ
spir-11229	13	30	does	do	AUX
spir-11229	13	31	character	character	NOUN
spir-11229	13	32	playability	playability	NOUN
spir-11229	13	33	relate	relate	VERB
spir-11229	13	34	to	to	ADP
spir-11229	13	35	the	the	DET
spir-11229	13	36	intersection	intersection	NOUN
spir-11229	13	37	of	of	ADP
spir-11229	13	38	demographic	demographic	ADJ
spir-11229	13	39	characteristics	characteristic	NOUN
spir-11229	13	40	and	and	CCONJ
spir-11229	13	41	game	game	NOUN
spir-11229	13	42	rating	rating	NOUN
spir-11229	13	43	?	?	PUNCT
spir-11229	14	1	this	this	DET
spir-11229	14	2	intersectional	intersectional	ADJ
spir-11229	14	3	approach	approach	NOUN
spir-11229	14	4	allows	allow	VERB
spir-11229	14	5	us	we	PRON
spir-11229	14	6	to	to	PART
spir-11229	14	7	make	make	VERB
spir-11229	14	8	visible	visible	ADJ
spir-11229	14	9	the	the	DET
spir-11229	14	10	gaps	gap	NOUN
spir-11229	14	11	in	in	ADP
spir-11229	14	12	representation	representation	NOUN
spir-11229	14	13	of	of	ADP
spir-11229	14	14	specific	specific	ADJ
spir-11229	14	15	groups	group	NOUN
spir-11229	14	16	defined	define	VERB
spir-11229	14	17	by	by	ADP
spir-11229	14	18	multiple	multiple	ADJ
spir-11229	14	19	identities	identity	NOUN
spir-11229	14	20	.	.	PUNCT
spir-11229	15	1	methods	method	NOUN
spir-11229	15	2	this	this	DET
spir-11229	15	3	study	study	NOUN
spir-11229	15	4	examines	examine	VERB
spir-11229	15	5	8,135	8,135	NUM
spir-11229	15	6	characters	character	NOUN
spir-11229	15	7	observed	observe	VERB
spir-11229	15	8	in	in	ADP
spir-11229	15	9	a	a	DET
spir-11229	15	10	sample	sample	NOUN
spir-11229	15	11	of	of	ADP
spir-11229	15	12	100	100	NUM
spir-11229	15	13	videogames	videogame	NOUN
spir-11229	15	14	.	.	PUNCT
spir-11229	16	1	the	the	DET
spir-11229	16	2	sample	sample	NOUN
spir-11229	16	3	of	of	ADP
spir-11229	16	4	games	game	NOUN
spir-11229	16	5	was	be	AUX
spir-11229	16	6	drawn	draw	VERB
spir-11229	16	7	from	from	ADP
spir-11229	16	8	the	the	DET
spir-11229	16	9	united	united	PROPN
spir-11229	16	10	kingdom	kingdom	PROPN
spir-11229	16	11	’s	’s	PART
spir-11229	16	12	100	100	NUM
spir-11229	16	13	top	top	ADV
spir-11229	16	14	-	-	PUNCT
spir-11229	16	15	selling	sell	VERB
spir-11229	16	16	boxed	boxed	ADJ
spir-11229	16	17	videogames	videogame	NOUN
spir-11229	16	18	of	of	ADP
spir-11229	16	19	2017	2017	NUM
spir-11229	16	20	according	accord	VERB
spir-11229	16	21	to	to	ADP
spir-11229	16	22	ukie	ukie	NOUN
spir-11229	16	23	and	and	CCONJ
spir-11229	16	24	gfk	gfk	PROPN
spir-11229	16	25	chart	chart	NOUN
spir-11229	16	26	-	-	PUNCT
spir-11229	16	27	track	track	NOUN
spir-11229	16	28	.	.	PUNCT
spir-11229	17	1	this	this	DET
spir-11229	17	2	list	list	NOUN
spir-11229	17	3	consists	consist	VERB
spir-11229	17	4	of	of	ADP
spir-11229	17	5	playstation	playstation	NOUN
spir-11229	17	6	4	4	NUM
spir-11229	17	7	,	,	PUNCT
spir-11229	17	8	xbox	xbox	PROPN
spir-11229	17	9	one	one	NUM
spir-11229	17	10	,	,	PUNCT
spir-11229	17	11	and	and	CCONJ
spir-11229	17	12	nintendo	nintendo	PROPN
spir-11229	17	13	switch	switch	PROPN
spir-11229	17	14	games	game	NOUN
spir-11229	17	15	,	,	PUNCT
spir-11229	17	16	as	as	ADV
spir-11229	17	17	well	well	ADV
spir-11229	17	18	as	as	ADP
spir-11229	17	19	a	a	DET
spir-11229	17	20	limited	limited	ADJ
spir-11229	17	21	number	number	NOUN
spir-11229	17	22	of	of	ADP
spir-11229	17	23	pc	pc	NOUN
spir-11229	17	24	and	and	CCONJ
spir-11229	17	25	nintendo	nintendo	ADJ
spir-11229	17	26	3ds	3ds	ADJ
spir-11229	17	27	titles	title	NOUN
spir-11229	17	28	.	.	PUNCT
spir-11229	18	1	the	the	DET
spir-11229	18	2	list	list	NOUN
spir-11229	18	3	includes	include	VERB
spir-11229	18	4	both	both	DET
spir-11229	18	5	games	game	NOUN
spir-11229	18	6	that	that	PRON
spir-11229	18	7	were	be	AUX
spir-11229	18	8	launched	launch	VERB
spir-11229	18	9	in	in	ADP
spir-11229	18	10	2017	2017	NUM
spir-11229	18	11	and	and	CCONJ
spir-11229	18	12	years	year	NOUN
spir-11229	18	13	prior	prior	ADV
spir-11229	18	14	that	that	PRON
spir-11229	18	15	have	have	AUX
spir-11229	18	16	consistently	consistently	ADV
spir-11229	18	17	maintained	maintain	VERB
spir-11229	18	18	high	high	ADJ
spir-11229	18	19	sales	sale	NOUN
spir-11229	18	20	figures	figure	NOUN
spir-11229	18	21	through	through	ADP
spir-11229	18	22	online	online	ADJ
spir-11229	18	23	features	feature	NOUN
spir-11229	18	24	and	and	CCONJ
spir-11229	18	25	dlcs	dlcs	NOUN
spir-11229	18	26	.	.	PUNCT
spir-11229	19	1	following	follow	VERB
spir-11229	19	2	the	the	DET
spir-11229	19	3	method	method	NOUN
spir-11229	19	4	of	of	ADP
spir-11229	19	5	the	the	DET
spir-11229	19	6	original	original	ADJ
spir-11229	19	7	study	study	NOUN
spir-11229	19	8	,	,	PUNCT
spir-11229	19	9	mobile	mobile	NOUN
spir-11229	19	10	and/or	and/or	CCONJ
spir-11229	19	11	free	free	ADJ
spir-11229	19	12	-	-	PUNCT
spir-11229	19	13	to	to	PART
spir-11229	19	14	-	-	PUNCT
spir-11229	19	15	play	play	VERB
spir-11229	19	16	titles	title	NOUN
spir-11229	19	17	were	be	AUX
spir-11229	19	18	excluded	exclude	VERB
spir-11229	19	19	from	from	ADP
spir-11229	19	20	our	our	PRON
spir-11229	19	21	analysis	analysis	NOUN
spir-11229	19	22	.	.	PUNCT
spir-11229	20	1	members	member	NOUN
spir-11229	20	2	of	of	ADP
spir-11229	20	3	the	the	DET
spir-11229	20	4	research	research	NOUN
spir-11229	20	5	team	team	NOUN
spir-11229	20	6	played	play	VERB
spir-11229	20	7	and	and	CCONJ
spir-11229	20	8	recorded	record	VERB
spir-11229	20	9	the	the	DET
spir-11229	20	10	opening	open	VERB
spir-11229	20	11	cinematic	cinematic	ADJ
spir-11229	20	12	scene	scene	NOUN
spir-11229	20	13	,	,	PUNCT
spir-11229	20	14	as	as	ADV
spir-11229	20	15	well	well	ADV
spir-11229	20	16	as	as	ADP
spir-11229	20	17	the	the	DET
spir-11229	20	18	first	first	ADJ
spir-11229	20	19	15	15	NUM
spir-11229	20	20	minutes	minute	NOUN
spir-11229	20	21	of	of	ADP
spir-11229	20	22	gameplay	gameplay	NOUN
spir-11229	20	23	for	for	ADP
spir-11229	20	24	each	each	DET
spir-11229	20	25	game	game	NOUN
spir-11229	20	26	.	.	PUNCT
spir-11229	21	1	given	give	VERB
spir-11229	21	2	the	the	DET
spir-11229	21	3	study	study	NOUN
spir-11229	21	4	’s	’s	PART
spir-11229	21	5	focus	focus	NOUN
spir-11229	21	6	on	on	ADP
spir-11229	21	7	human	human	ADJ
spir-11229	21	8	representation	representation	NOUN
spir-11229	21	9	and	and	CCONJ
spir-11229	21	10	its	its	PRON
spir-11229	21	11	impact	impact	NOUN
spir-11229	21	12	on	on	ADP
spir-11229	21	13	social	social	ADJ
spir-11229	21	14	groups	group	NOUN
spir-11229	21	15	,	,	PUNCT
spir-11229	21	16	only	only	ADV
spir-11229	21	17	the	the	DET
spir-11229	21	18	7,043	7,043	NUM
spir-11229	21	19	human	human	ADJ
spir-11229	21	20	characters	character	NOUN
spir-11229	21	21	of	of	ADP
spir-11229	21	22	the	the	DET
spir-11229	21	23	8,135	8,135	NUM
spir-11229	21	24	total	total	ADJ
spir-11229	21	25	characters	character	NOUN
spir-11229	21	26	coded	code	VERB
spir-11229	21	27	were	be	AUX
spir-11229	21	28	considered	consider	VERB
spir-11229	21	29	for	for	ADP
spir-11229	21	30	analysis	analysis	NOUN
spir-11229	21	31	.	.	PUNCT
spir-11229	22	1	preliminary	preliminary	ADJ
spir-11229	22	2	findings	finding	NOUN
spir-11229	22	3	the	the	DET
spir-11229	22	4	following	following	NOUN
spir-11229	22	5	discusses	discuss	VERB
spir-11229	22	6	each	each	DET
spir-11229	22	7	social	social	ADJ
spir-11229	22	8	category	category	NOUN
spir-11229	22	9	separately	separately	ADV
spir-11229	22	10	in	in	ADP
spir-11229	22	11	relation	relation	NOUN
spir-11229	22	12	to	to	PART
spir-11229	22	13	rq1	rq1	VERB
spir-11229	22	14	,	,	PUNCT
spir-11229	22	15	2	2	NUM
spir-11229	22	16	and	and	CCONJ
spir-11229	22	17	3	3	NUM
spir-11229	22	18	.	.	PUNCT
spir-11229	23	1	the	the	DET
spir-11229	23	2	preliminary	preliminary	ADJ
spir-11229	23	3	analyses	analysis	NOUN
spir-11229	23	4	show	show	VERB
spir-11229	23	5	that	that	SCONJ
spir-11229	23	6	,	,	PUNCT
spir-11229	23	7	similarly	similarly	ADV
spir-11229	23	8	to	to	ADP
spir-11229	23	9	the	the	DET
spir-11229	23	10	2009	2009	NUM
spir-11229	23	11	study	study	NOUN
spir-11229	23	12	,	,	PUNCT
spir-11229	23	13	most	most	ADJ
spir-11229	23	14	characters	character	NOUN
spir-11229	23	15	proportionally	proportionally	ADV
spir-11229	23	16	are	be	AUX
spir-11229	23	17	white	white	ADJ
spir-11229	23	18	,	,	PUNCT
spir-11229	23	19	male	male	ADJ
spir-11229	23	20	,	,	PUNCT
spir-11229	23	21	and	and	CCONJ
spir-11229	23	22	adult	adult	NOUN
spir-11229	23	23	.	.	PUNCT
spir-11229	24	1	nevertheless	nevertheless	ADV
spir-11229	24	2	,	,	PUNCT
spir-11229	24	3	the	the	DET
spir-11229	24	4	overall	overall	ADJ
spir-11229	24	5	proportion	proportion	NOUN
spir-11229	24	6	of	of	ADP
spir-11229	24	7	female	female	ADJ
spir-11229	24	8	characters	character	NOUN
spir-11229	24	9	has	have	AUX
spir-11229	24	10	nearly	nearly	ADV
spir-11229	24	11	doubled	double	VERB
spir-11229	24	12	from	from	ADP
spir-11229	24	13	13	13	NUM
spir-11229	24	14	%	%	NOUN
spir-11229	24	15	in	in	ADP
spir-11229	24	16	2005	2005	NUM
spir-11229	24	17	to	to	ADP
spir-11229	24	18	22	22	NUM
spir-11229	24	19	%	%	NOUN
spir-11229	24	20	in	in	ADP
spir-11229	24	21	2017	2017	NUM
spir-11229	24	22	.	.	PUNCT
spir-11229	25	1	when	when	SCONJ
spir-11229	25	2	examining	examine	VERB
spir-11229	25	3	this	this	DET
spir-11229	25	4	increase	increase	NOUN
spir-11229	25	5	in	in	ADP
spir-11229	25	6	relation	relation	NOUN
spir-11229	25	7	to	to	ADP
spir-11229	25	8	playability	playability	NOUN
spir-11229	25	9	,	,	PUNCT
spir-11229	25	10	however	however	ADV
spir-11229	25	11	,	,	PUNCT
spir-11229	25	12	female	female	ADJ
spir-11229	25	13	characters	character	NOUN
spir-11229	25	14	accounted	account	VERB
spir-11229	25	15	for	for	ADP
spir-11229	25	16	15	15	NUM
spir-11229	25	17	%	%	NOUN
spir-11229	25	18	of	of	ADP
spir-11229	25	19	all	all	DET
spir-11229	25	20	primary	primary	ADJ
spir-11229	25	21	roles	role	NOUN
spir-11229	25	22	and	and	CCONJ
spir-11229	25	23	13	13	NUM
spir-11229	25	24	%	%	NOUN
spir-11229	25	25	of	of	ADP
spir-11229	25	26	secondary	secondary	ADJ
spir-11229	25	27	roles	role	NOUN
spir-11229	25	28	in	in	ADP
spir-11229	25	29	2005	2005	NUM
spir-11229	25	30	,	,	PUNCT
spir-11229	25	31	compared	compare	VERB
spir-11229	25	32	to	to	ADP
spir-11229	25	33	16	16	NUM
spir-11229	25	34	%	%	NOUN
spir-11229	25	35	of	of	ADP
spir-11229	25	36	primary	primary	ADJ
spir-11229	25	37	roles	role	NOUN
spir-11229	25	38	and	and	CCONJ
spir-11229	25	39	22	22	NUM
spir-11229	25	40	%	%	NOUN
spir-11229	25	41	of	of	ADP
spir-11229	25	42	secondary	secondary	ADJ
spir-11229	25	43	roles	role	NOUN
spir-11229	25	44	in	in	ADP
spir-11229	25	45	2017	2017	NUM
spir-11229	25	46	.	.	PUNCT
spir-11229	26	1	so	so	ADV
spir-11229	26	2	,	,	PUNCT
spir-11229	26	3	while	while	SCONJ
spir-11229	26	4	the	the	DET
spir-11229	26	5	proportion	proportion	NOUN
spir-11229	26	6	of	of	ADP
spir-11229	26	7	overall	overall	ADJ
spir-11229	26	8	female	female	ADJ
spir-11229	26	9	characters	character	NOUN
spir-11229	26	10	nearly	nearly	ADV
spir-11229	26	11	doubled	double	VERB
spir-11229	26	12	,	,	PUNCT
spir-11229	26	13	this	this	DET
spir-11229	26	14	increase	increase	NOUN
spir-11229	26	15	was	be	AUX
spir-11229	26	16	primarily	primarily	ADV
spir-11229	26	17	due	due	ADJ
spir-11229	26	18	to	to	ADP
spir-11229	26	19	non	non	ADJ
spir-11229	26	20	-	-	ADJ
spir-11229	26	21	playable	playable	ADJ
spir-11229	26	22	secondary	secondary	ADJ
spir-11229	26	23	roles	role	NOUN
spir-11229	26	24	.	.	PUNCT
spir-11229	27	1	in	in	ADP
spir-11229	27	2	regards	regard	NOUN
spir-11229	27	3	to	to	ADP
spir-11229	27	4	’	'	PUNCT
spir-11229	27	5	esrb	esrb	NOUN
spir-11229	27	6	rating	rating	NOUN
spir-11229	27	7	,	,	PUNCT
spir-11229	27	8	the	the	DET
spir-11229	27	9	results	result	NOUN
spir-11229	27	10	show	show	VERB
spir-11229	27	11	a	a	DET
spir-11229	27	12	significant	significant	ADJ
spir-11229	27	13	increase	increase	NOUN
spir-11229	27	14	in	in	ADP
spir-11229	27	15	the	the	DET
spir-11229	27	16	presence	presence	NOUN
spir-11229	27	17	of	of	ADP
spir-11229	27	18	female	female	ADJ
spir-11229	27	19	characters	character	NOUN
spir-11229	27	20	in	in	ADP
spir-11229	27	21	both	both	DET
spir-11229	27	22	teen	teen	NOUN
spir-11229	27	23	(	(	PUNCT
spir-11229	27	24	t	t	PROPN
spir-11229	27	25	)	)	PUNCT
spir-11229	27	26	and	and	CCONJ
spir-11229	27	27	mature	mature	ADJ
spir-11229	27	28	(	(	PUNCT
spir-11229	27	29	m	m	NOUN
spir-11229	27	30	)	)	PUNCT
spir-11229	27	31	rated	rate	VERB
spir-11229	27	32	games	game	NOUN
spir-11229	27	33	,	,	PUNCT
spir-11229	27	34	while	while	SCONJ
spir-11229	27	35	there	there	PRON
spir-11229	27	36	was	be	VERB
spir-11229	27	37	no	no	DET
spir-11229	27	38	significant	significant	ADJ
spir-11229	27	39	change	change	NOUN
spir-11229	27	40	in	in	ADP
spir-11229	27	41	everyone	everyone	PRON
spir-11229	27	42	(	(	PUNCT
spir-11229	27	43	e	e	NOUN
spir-11229	27	44	)	)	PUNCT
spir-11229	27	45	and	and	CCONJ
spir-11229	27	46	everyone	everyone	PRON
spir-11229	27	47	+10	+10	NOUN
spir-11229	27	48	(	(	PUNCT
spir-11229	27	49	e+10	e+10	ADJ
spir-11229	27	50	)	)	PUNCT
spir-11229	27	51	games	game	NOUN
spir-11229	27	52	.	.	PUNCT
spir-11229	28	1	with	with	ADP
spir-11229	28	2	respect	respect	NOUN
spir-11229	28	3	to	to	ADP
spir-11229	28	4	race	race	NOUN
spir-11229	28	5	,	,	PUNCT
spir-11229	28	6	the	the	DET
spir-11229	28	7	proportion	proportion	NOUN
spir-11229	28	8	of	of	ADP
spir-11229	28	9	poc	poc	NOUN
spir-11229	28	10	characters	character	NOUN
spir-11229	28	11	significantly	significantly	ADV
spir-11229	28	12	increased	increase	VERB
spir-11229	28	13	from	from	ADP
spir-11229	28	14	17	17	NUM
spir-11229	28	15	%	%	NOUN
spir-11229	28	16	to	to	PART
spir-11229	28	17	20	20	NUM
spir-11229	28	18	%	%	NOUN
spir-11229	28	19	between	between	ADP
spir-11229	28	20	the	the	DET
spir-11229	28	21	two	two	NUM
spir-11229	28	22	studies	study	NOUN
spir-11229	28	23	.	.	PUNCT
spir-11229	29	1	specifically	specifically	ADV
spir-11229	29	2	,	,	PUNCT
spir-11229	29	3	asian	asian	ADJ
spir-11229	29	4	/	/	SYM
spir-11229	29	5	pacific	pacific	ADJ
spir-11229	29	6	islanders	islander	NOUN
spir-11229	29	7	(	(	PUNCT
spir-11229	29	8	api	api	NOUN
spir-11229	29	9	)	)	PUNCT
spir-11229	29	10	and	and	CCONJ
spir-11229	29	11	biracial	biracial	ADJ
spir-11229	29	12	characters	character	NOUN
spir-11229	29	13	significantly	significantly	ADV
spir-11229	29	14	increased	increase	VERB
spir-11229	29	15	while	while	SCONJ
spir-11229	29	16	black	black	ADJ
spir-11229	29	17	and	and	CCONJ
spir-11229	29	18	hispanic	hispanic	ADJ
spir-11229	29	19	characters	character	NOUN
spir-11229	29	20	did	do	AUX
spir-11229	29	21	not	not	PART
spir-11229	29	22	significantly	significantly	ADV
spir-11229	29	23	change	change	VERB
spir-11229	29	24	.	.	PUNCT
spir-11229	30	1	for	for	ADP
spir-11229	30	2	rq2	rq2	NOUN
spir-11229	30	3	,	,	PUNCT
spir-11229	30	4	the	the	DET
spir-11229	30	5	probability	probability	NOUN
spir-11229	30	6	of	of	ADP
spir-11229	30	7	a	a	DET
spir-11229	30	8	black	black	ADJ
spir-11229	30	9	character	character	NOUN
spir-11229	30	10	being	be	AUX
spir-11229	30	11	playable	playable	ADJ
spir-11229	30	12	increased	increase	VERB
spir-11229	30	13	over	over	ADP
spir-11229	30	14	time	time	NOUN
spir-11229	30	15	while	while	SCONJ
spir-11229	30	16	the	the	DET
spir-11229	30	17	other	other	ADJ
spir-11229	30	18	racial	racial	ADJ
spir-11229	30	19	groups	group	NOUN
spir-11229	30	20	saw	see	VERB
spir-11229	30	21	no	no	DET
spir-11229	30	22	significant	significant	ADJ
spir-11229	30	23	change	change	NOUN
spir-11229	30	24	;	;	PUNCT
spir-11229	30	25	white	white	ADJ
spir-11229	30	26	characters	character	NOUN
spir-11229	30	27	still	still	ADV
spir-11229	30	28	occupied	occupy	VERB
spir-11229	30	29	a	a	DET
spir-11229	30	30	higher	high	ADJ
spir-11229	30	31	proportion	proportion	NOUN
spir-11229	30	32	of	of	ADP
spir-11229	30	33	the	the	DET
spir-11229	30	34	secondary	secondary	ADJ
spir-11229	30	35	non	non	ADJ
spir-11229	30	36	-	-	ADJ
spir-11229	30	37	playable	playable	ADJ
spir-11229	30	38	roles	role	NOUN
spir-11229	30	39	in	in	ADP
spir-11229	30	40	both	both	DET
spir-11229	30	41	years	year	NOUN
spir-11229	30	42	.	.	PUNCT
spir-11229	31	1	finally	finally	ADV
spir-11229	31	2	,	,	PUNCT
spir-11229	31	3	there	there	PRON
spir-11229	31	4	was	be	VERB
spir-11229	31	5	a	a	DET
spir-11229	31	6	significant	significant	ADJ
spir-11229	31	7	increase	increase	NOUN
spir-11229	31	8	in	in	ADP
spir-11229	31	9	biracial	biracial	ADJ
spir-11229	31	10	characters	character	NOUN
spir-11229	31	11	in	in	ADP
spir-11229	31	12	e	e	PROPN
spir-11229	31	13	games	game	NOUN
spir-11229	31	14	,	,	PUNCT
spir-11229	31	15	api	api	NOUN
spir-11229	31	16	in	in	ADP
spir-11229	31	17	t	t	PROPN
spir-11229	31	18	games	game	NOUN
spir-11229	31	19	,	,	PUNCT
spir-11229	31	20	and	and	CCONJ
spir-11229	31	21	white	white	ADJ
spir-11229	31	22	in	in	ADP
spir-11229	31	23	m	m	PROPN
spir-11229	31	24	games	game	NOUN
spir-11229	31	25	,	,	PUNCT
spir-11229	31	26	while	while	SCONJ
spir-11229	31	27	t	t	PROPN
spir-11229	31	28	and	and	CCONJ
spir-11229	31	29	m	m	PROPN
spir-11229	31	30	games	game	NOUN
spir-11229	31	31	both	both	PRON
spir-11229	31	32	saw	see	VERB
spir-11229	31	33	a	a	DET
spir-11229	31	34	significant	significant	ADJ
spir-11229	31	35	decrease	decrease	NOUN
spir-11229	31	36	in	in	ADP
spir-11229	31	37	black	black	ADJ
spir-11229	31	38	and	and	CCONJ
spir-11229	31	39	hispanic	hispanic	ADJ
spir-11229	31	40	characters	character	NOUN
spir-11229	31	41	.	.	PUNCT
spir-11229	32	1	looking	look	VERB
spir-11229	32	2	at	at	ADP
spir-11229	32	3	age	age	NOUN
spir-11229	32	4	,	,	PUNCT
spir-11229	32	5	the	the	DET
spir-11229	32	6	present	present	ADJ
spir-11229	32	7	study	study	NOUN
spir-11229	32	8	found	find	VERB
spir-11229	32	9	no	no	DET
spir-11229	32	10	significant	significant	ADJ
spir-11229	32	11	change	change	NOUN
spir-11229	32	12	in	in	ADP
spir-11229	32	13	child	child	NOUN
spir-11229	32	14	and	and	CCONJ
spir-11229	32	15	elderly	elderly	ADJ
spir-11229	32	16	representation	representation	NOUN
spir-11229	32	17	across	across	ADP
spir-11229	32	18	time	time	NOUN
spir-11229	32	19	.	.	PUNCT
spir-11229	33	1	however	however	ADV
spir-11229	33	2	,	,	PUNCT
spir-11229	33	3	the	the	DET
spir-11229	33	4	proportion	proportion	NOUN
spir-11229	33	5	of	of	ADP
spir-11229	33	6	adult	adult	NOUN
spir-11229	33	7	characters	character	NOUN
spir-11229	33	8	did	do	AUX
spir-11229	33	9	significantly	significantly	ADV
spir-11229	33	10	increase	increase	VERB
spir-11229	33	11	,	,	PUNCT
spir-11229	33	12	while	while	SCONJ
spir-11229	33	13	that	that	PRON
spir-11229	33	14	of	of	ADP
spir-11229	33	15	teen	teen	NOUN
spir-11229	33	16	characters	character	NOUN
spir-11229	33	17	decreased	decrease	VERB
spir-11229	33	18	.	.	PUNCT
spir-11229	34	1	in	in	ADP
spir-11229	34	2	terms	term	NOUN
spir-11229	34	3	of	of	ADP
spir-11229	34	4	playability	playability	NOUN
spir-11229	34	5	,	,	PUNCT
spir-11229	34	6	the	the	DET
spir-11229	34	7	probability	probability	NOUN
spir-11229	34	8	of	of	ADP
spir-11229	34	9	an	an	DET
spir-11229	34	10	adult	adult	NOUN
spir-11229	34	11	character	character	NOUN
spir-11229	34	12	being	be	AUX
spir-11229	34	13	primary	primary	ADJ
spir-11229	34	14	in	in	ADP
spir-11229	34	15	2017	2017	NUM
spir-11229	34	16	increased	increase	VERB
spir-11229	34	17	,	,	PUNCT
spir-11229	34	18	while	while	SCONJ
spir-11229	34	19	all	all	DET
spir-11229	34	20	other	other	ADJ
spir-11229	34	21	age	age	NOUN
spir-11229	34	22	categories	category	NOUN
spir-11229	34	23	had	have	VERB
spir-11229	34	24	no	no	DET
spir-11229	34	25	significant	significant	ADJ
spir-11229	34	26	change	change	NOUN
spir-11229	34	27	.	.	PUNCT
spir-11229	35	1	in	in	ADP
spir-11229	35	2	general	general	ADJ
spir-11229	35	3	,	,	PUNCT
spir-11229	35	4	the	the	DET
spir-11229	35	5	proportion	proportion	NOUN
spir-11229	35	6	of	of	ADP
spir-11229	35	7	adult	adult	NOUN
spir-11229	35	8	characters	character	NOUN
spir-11229	35	9	has	have	AUX
spir-11229	35	10	increased	increase	VERB
spir-11229	35	11	noticeably	noticeably	ADV
spir-11229	35	12	in	in	ADP
spir-11229	35	13	e	e	NOUN
spir-11229	35	14	and	and	CCONJ
spir-11229	35	15	e+10	e+10	ADV
spir-11229	35	16	rated	rate	VERB
spir-11229	35	17	games	game	NOUN
spir-11229	35	18	from	from	ADP
spir-11229	35	19	2005	2005	NUM
spir-11229	35	20	to	to	ADP
spir-11229	35	21	2017	2017	NUM
spir-11229	35	22	.	.	PUNCT
spir-11229	36	1	meanwhile	meanwhile	ADV
spir-11229	36	2	,	,	PUNCT
spir-11229	36	3	the	the	DET
spir-11229	36	4	representation	representation	NOUN
spir-11229	36	5	of	of	ADP
spir-11229	36	6	elderly	elderly	ADJ
spir-11229	36	7	characters	character	NOUN
spir-11229	36	8	has	have	AUX
spir-11229	36	9	stayed	stay	VERB
spir-11229	36	10	nearly	nearly	ADV
spir-11229	36	11	the	the	DET
spir-11229	36	12	same	same	ADJ
spir-11229	36	13	across	across	ADP
spir-11229	36	14	all	all	DET
spir-11229	36	15	categories	category	NOUN
spir-11229	36	16	,	,	PUNCT
spir-11229	36	17	with	with	ADP
spir-11229	36	18	the	the	DET
spir-11229	36	19	exception	exception	NOUN
spir-11229	36	20	of	of	ADP
spir-11229	36	21	e+10	e+10	ADJ
spir-11229	36	22	,	,	PUNCT
spir-11229	36	23	which	which	PRON
spir-11229	36	24	showed	show	VERB
spir-11229	36	25	a	a	DET
spir-11229	36	26	slight	slight	ADJ
spir-11229	36	27	increase	increase	NOUN
spir-11229	36	28	.	.	PUNCT
spir-11229	37	1	finally	finally	ADV
spir-11229	37	2	,	,	PUNCT
spir-11229	37	3	rq4	rq4	VERB
spir-11229	37	4	concerns	concern	VERB
spir-11229	37	5	the	the	DET
spir-11229	37	6	intersection	intersection	NOUN
spir-11229	37	7	of	of	ADP
spir-11229	37	8	gender	gender	NOUN
spir-11229	37	9	,	,	PUNCT
spir-11229	37	10	race	race	NOUN
spir-11229	37	11	,	,	PUNCT
spir-11229	37	12	and	and	CCONJ
spir-11229	37	13	age	age	NOUN
spir-11229	37	14	relative	relative	ADJ
spir-11229	37	15	to	to	ADP
spir-11229	37	16	character	character	NOUN
spir-11229	37	17	playability	playability	NOUN
spir-11229	37	18	and	and	CCONJ
spir-11229	37	19	esrb	esrb	NOUN
spir-11229	37	20	rating	rating	NOUN
spir-11229	37	21	.	.	PUNCT
spir-11229	38	1	biracial	biracial	ADJ
spir-11229	38	2	male	male	ADJ
spir-11229	38	3	and	and	CCONJ
spir-11229	38	4	female	female	ADJ
spir-11229	38	5	characters	character	NOUN
spir-11229	38	6	have	have	VERB
spir-11229	38	7	significantly	significantly	ADV
spir-11229	38	8	higher	high	ADJ
spir-11229	38	9	model	model	NOUN
spir-11229	38	10	-	-	PUNCT
spir-11229	38	11	predicted	predict	VERB
spir-11229	38	12	probabilities	probability	NOUN
spir-11229	38	13	of	of	ADP
spir-11229	38	14	being	be	AUX
spir-11229	38	15	playable	playable	ADJ
spir-11229	38	16	compared	compare	VERB
spir-11229	38	17	to	to	ADP
spir-11229	38	18	their	their	PRON
spir-11229	38	19	white	white	ADJ
spir-11229	38	20	counterparts	counterpart	NOUN
spir-11229	38	21	.	.	PUNCT
spir-11229	39	1	conversely	conversely	ADV
spir-11229	39	2	,	,	PUNCT
spir-11229	39	3	white	white	ADJ
spir-11229	39	4	characters	character	NOUN
spir-11229	39	5	of	of	ADP
spir-11229	39	6	both	both	DET
spir-11229	39	7	genders	gender	NOUN
spir-11229	39	8	generally	generally	ADV
spir-11229	39	9	had	have	VERB
spir-11229	39	10	lower	low	ADJ
spir-11229	39	11	probabilities	probability	NOUN
spir-11229	39	12	.	.	PUNCT
spir-11229	40	1	the	the	DET
spir-11229	40	2	model	model	NOUN
spir-11229	40	3	showed	show	VERB
spir-11229	40	4	no	no	DET
spir-11229	40	5	significant	significant	ADJ
spir-11229	40	6	interaction	interaction	NOUN
spir-11229	40	7	between	between	ADP
spir-11229	40	8	race	race	NOUN
spir-11229	40	9	and	and	CCONJ
spir-11229	40	10	gender	gender	NOUN
spir-11229	40	11	,	,	PUNCT
spir-11229	40	12	even	even	ADV
spir-11229	40	13	though	though	SCONJ
spir-11229	40	14	the	the	DET
spir-11229	40	15	interaction	interaction	NOUN
spir-11229	40	16	coefficients	coefficient	NOUN
spir-11229	40	17	are	be	AUX
spir-11229	40	18	fairly	fairly	ADV
spir-11229	40	19	large	large	ADJ
spir-11229	40	20	.	.	PUNCT
spir-11229	41	1	this	this	DET
spir-11229	41	2	non	non	ADJ
spir-11229	41	3	-	-	NOUN
spir-11229	41	4	significance	significance	NOUN
spir-11229	41	5	is	be	AUX
spir-11229	41	6	possibly	possibly	ADV
spir-11229	41	7	due	due	ADJ
spir-11229	41	8	to	to	ADP
spir-11229	41	9	low	low	ADJ
spir-11229	41	10	statistical	statistical	ADJ
spir-11229	41	11	power	power	NOUN
spir-11229	41	12	when	when	SCONJ
spir-11229	41	13	characters	character	NOUN
spir-11229	41	14	are	be	AUX
spir-11229	41	15	simultaneously	simultaneously	ADV
spir-11229	41	16	categorized	categorize	VERB
spir-11229	41	17	by	by	ADP
spir-11229	41	18	race	race	NOUN
spir-11229	41	19	and	and	CCONJ
spir-11229	41	20	gender	gender	NOUN
spir-11229	41	21	.	.	PUNCT
spir-11229	42	1	correspondingly	correspondingly	ADV
spir-11229	42	2	,	,	PUNCT
spir-11229	42	3	we	we	PRON
spir-11229	42	4	noticed	notice	VERB
spir-11229	42	5	a	a	DET
spir-11229	42	6	trend	trend	NOUN
spir-11229	42	7	in	in	ADP
spir-11229	42	8	the	the	DET
spir-11229	42	9	model	model	NOUN
spir-11229	42	10	predictions	prediction	NOUN
spir-11229	42	11	consistent	consistent	ADJ
spir-11229	42	12	with	with	ADP
spir-11229	42	13	an	an	DET
spir-11229	42	14	intersectional	intersectional	ADJ
spir-11229	42	15	effect	effect	NOUN
spir-11229	42	16	.	.	PUNCT
spir-11229	43	1	black	black	ADJ
spir-11229	43	2	female	female	ADJ
spir-11229	43	3	characters	character	NOUN
spir-11229	43	4	,	,	PUNCT
spir-11229	43	5	who	who	PRON
spir-11229	43	6	had	have	VERB
spir-11229	43	7	the	the	DET
spir-11229	43	8	lowest	low	ADJ
spir-11229	43	9	probability	probability	NOUN
spir-11229	43	10	of	of	ADP
spir-11229	43	11	being	be	AUX
spir-11229	43	12	playable	playable	ADJ
spir-11229	43	13	across	across	ADP
spir-11229	43	14	all	all	DET
spir-11229	43	15	rating	rating	NOUN
spir-11229	43	16	categories	category	NOUN
spir-11229	43	17	,	,	PUNCT
spir-11229	43	18	were	be	AUX
spir-11229	43	19	much	much	ADV
spir-11229	43	20	less	less	ADV
spir-11229	43	21	likely	likely	ADJ
spir-11229	43	22	than	than	ADP
spir-11229	43	23	black	black	ADJ
spir-11229	43	24	males	male	NOUN
spir-11229	43	25	to	to	PART
spir-11229	43	26	be	be	AUX
spir-11229	43	27	playable	playable	ADJ
spir-11229	43	28	.	.	PUNCT
spir-11229	44	1	conversely	conversely	ADV
spir-11229	44	2	,	,	PUNCT
spir-11229	44	3	api	api	NOUN
spir-11229	44	4	female	female	ADJ
spir-11229	44	5	characters	character	NOUN
spir-11229	44	6	consistently	consistently	ADV
spir-11229	44	7	had	have	VERB
spir-11229	44	8	a	a	DET
spir-11229	44	9	higher	high	ADJ
spir-11229	44	10	predicted	predict	VERB
spir-11229	44	11	probability	probability	NOUN
spir-11229	44	12	than	than	ADP
spir-11229	44	13	api	api	NOUN
spir-11229	44	14	males	male	NOUN
spir-11229	44	15	of	of	ADP
spir-11229	44	16	being	be	AUX
spir-11229	44	17	playable	playable	ADJ
spir-11229	44	18	across	across	ADP
spir-11229	44	19	esrb	esrb	PROPN
spir-11229	44	20	ratings	rating	NOUN
spir-11229	44	21	and	and	CCONJ
spir-11229	44	22	ages	age	NOUN
spir-11229	44	23	.	.	PUNCT
spir-11229	45	1	significance	significance	NOUN
spir-11229	45	2	of	of	ADP
spir-11229	45	3	findings	finding	NOUN
spir-11229	45	4	though	though	SCONJ
spir-11229	45	5	discussions	discussion	NOUN
spir-11229	45	6	on	on	ADP
spir-11229	45	7	“	"	PUNCT
spir-11229	45	8	race	race	NOUN
spir-11229	45	9	”	"	PUNCT
spir-11229	45	10	,	,	PUNCT
spir-11229	45	11	“	"	PUNCT
spir-11229	45	12	diversity	diversity	NOUN
spir-11229	45	13	”	"	PUNCT
spir-11229	45	14	and	and	CCONJ
spir-11229	45	15	“	"	PUNCT
spir-11229	45	16	inclusiveness	inclusiveness	NOUN
spir-11229	45	17	”	"	PUNCT
spir-11229	45	18	in	in	ADP
spir-11229	45	19	videogames	videogame	NOUN
spir-11229	45	20	have	have	AUX
spir-11229	45	21	been	be	AUX
spir-11229	45	22	raised	raise	VERB
spir-11229	45	23	at	at	ADP
spir-11229	45	24	industry	industry	NOUN
spir-11229	45	25	events	event	NOUN
spir-11229	45	26	such	such	ADJ
spir-11229	45	27	as	as	ADP
spir-11229	45	28	the	the	DET
spir-11229	45	29	annual	annual	ADJ
spir-11229	45	30	game	game	NOUN
spir-11229	45	31	developers	developer	NOUN
spir-11229	45	32	conference	conference	VERB
spir-11229	45	33	(	(	PUNCT
spir-11229	45	34	gdc	gdc	PROPN
spir-11229	45	35	)	)	PUNCT
spir-11229	45	36	,	,	PUNCT
spir-11229	45	37	studies	study	NOUN
spir-11229	45	38	have	have	AUX
spir-11229	45	39	shown	show	VERB
spir-11229	45	40	that	that	SCONJ
spir-11229	45	41	representations	representation	NOUN
spir-11229	45	42	of	of	ADP
spir-11229	45	43	race	race	NOUN
spir-11229	45	44	and	and	CCONJ
spir-11229	45	45	ethnicity	ethnicity	NOUN
spir-11229	45	46	have	have	AUX
spir-11229	45	47	barely	barely	ADV
spir-11229	45	48	shifted	shift	VERB
spir-11229	45	49	in	in	ADP
spir-11229	45	50	recent	recent	ADJ
spir-11229	45	51	years	year	NOUN
spir-11229	45	52	(	(	PUNCT
spir-11229	45	53	waddell	waddell	PROPN
spir-11229	45	54	et	et	PROPN
spir-11229	45	55	.	.	PUNCT
spir-11229	46	1	al	al	PROPN
spir-11229	46	2	.	.	PROPN
spir-11229	46	3	2014	2014	NUM
spir-11229	46	4	)	)	PUNCT
spir-11229	46	5	.	.	PUNCT
spir-11229	47	1	given	give	VERB
spir-11229	47	2	the	the	DET
spir-11229	47	3	media	medium	NOUN
spir-11229	47	4	’s	’s	PART
spir-11229	47	5	influence	influence	NOUN
spir-11229	47	6	to	to	PART
spir-11229	47	7	shape	shape	VERB
spir-11229	47	8	a	a	DET
spir-11229	47	9	consumer	consumer	NOUN
spir-11229	47	10	’s	’s	PART
spir-11229	47	11	worldview	worldview	NOUN
spir-11229	47	12	,	,	PUNCT
spir-11229	47	13	there	there	PRON
spir-11229	47	14	is	be	VERB
spir-11229	47	15	growing	grow	VERB
spir-11229	47	16	concern	concern	NOUN
spir-11229	47	17	over	over	ADP
spir-11229	47	18	the	the	DET
spir-11229	47	19	lack	lack	NOUN
spir-11229	47	20	of	of	ADP
spir-11229	47	21	diversity	diversity	NOUN
spir-11229	47	22	in	in	ADP
spir-11229	47	23	the	the	DET
spir-11229	47	24	representation	representation	NOUN
spir-11229	47	25	of	of	ADP
spir-11229	47	26	videogame	videogame	NOUN
spir-11229	47	27	characters	character	NOUN
spir-11229	47	28	,	,	PUNCT
spir-11229	47	29	which	which	PRON
spir-11229	47	30	could	could	AUX
spir-11229	47	31	have	have	VERB
spir-11229	47	32	significant	significant	ADJ
spir-11229	47	33	social	social	ADJ
spir-11229	47	34	impacts	impact	NOUN
spir-11229	47	35	on	on	ADP
spir-11229	47	36	players	player	NOUN
spir-11229	47	37	—	—	PUNCT
spir-11229	47	38	for	for	ADP
spir-11229	47	39	example	example	NOUN
spir-11229	47	40	,	,	PUNCT
spir-11229	47	41	normalizing	normalize	VERB
spir-11229	47	42	power	power	NOUN
spir-11229	47	43	imbalances	imbalance	NOUN
spir-11229	47	44	and	and	CCONJ
spir-11229	47	45	marginalizing	marginalize	VERB
spir-11229	47	46	certain	certain	ADJ
spir-11229	47	47	groups	group	NOUN
spir-11229	47	48	(	(	PUNCT
spir-11229	47	49	gerbner	gerbner	NOUN
spir-11229	47	50	et	et	PROPN
spir-11229	47	51	al	al	PROPN
spir-11229	47	52	.	.	PROPN
spir-11229	47	53	1994	1994	NUM
spir-11229	47	54	;	;	PUNCT
spir-11229	47	55	harwood	harwood	NOUN
spir-11229	47	56	and	and	CCONJ
spir-11229	47	57	anderson	anderson	PROPN
spir-11229	47	58	2002	2002	NUM
spir-11229	47	59	)	)	PUNCT
spir-11229	47	60	.	.	PUNCT
spir-11229	48	1	in	in	ADP
spir-11229	48	2	conducting	conduct	VERB
spir-11229	48	3	a	a	DET
spir-11229	48	4	virtual	virtual	ADJ
spir-11229	48	5	census	census	NOUN
spir-11229	48	6	of	of	ADP
spir-11229	48	7	the	the	DET
spir-11229	48	8	human	human	ADJ
spir-11229	48	9	characters	character	NOUN
spir-11229	48	10	present	present	ADJ
spir-11229	48	11	in	in	ADP
spir-11229	48	12	the	the	DET
spir-11229	48	13	best	well	ADV
spir-11229	48	14	-	-	PUNCT
spir-11229	48	15	selling	sell	VERB
spir-11229	48	16	uk	uk	PROPN
spir-11229	48	17	games	game	NOUN
spir-11229	48	18	of	of	ADP
spir-11229	48	19	2017	2017	NUM
spir-11229	48	20	,	,	PUNCT
spir-11229	48	21	the	the	DET
spir-11229	48	22	researchers	researcher	NOUN
spir-11229	48	23	hope	hope	VERB
spir-11229	48	24	to	to	PART
spir-11229	48	25	bring	bring	VERB
spir-11229	48	26	an	an	DET
spir-11229	48	27	awareness	awareness	NOUN
spir-11229	48	28	to	to	ADP
spir-11229	48	29	the	the	DET
spir-11229	48	30	continued	continue	VERB
spir-11229	48	31	lack	lack	NOUN
spir-11229	48	32	of	of	ADP
spir-11229	48	33	diverse	diverse	ADJ
spir-11229	48	34	representation	representation	NOUN
spir-11229	48	35	of	of	ADP
spir-11229	48	36	videogame	videogame	NOUN
spir-11229	48	37	characters	character	NOUN
spir-11229	48	38	,	,	PUNCT
spir-11229	48	39	while	while	SCONJ
spir-11229	48	40	simultaneously	simultaneously	ADV
spir-11229	48	41	underlining	underline	VERB
spir-11229	48	42	the	the	DET
spir-11229	48	43	positive	positive	ADJ
spir-11229	48	44	changes	change	NOUN
spir-11229	48	45	and	and	CCONJ
spir-11229	48	46	trends	trend	NOUN
spir-11229	48	47	that	that	PRON
spir-11229	48	48	are	be	AUX
spir-11229	48	49	slowly	slowly	ADV
spir-11229	48	50	emerging	emerge	VERB
spir-11229	48	51	due	due	ADP
spir-11229	48	52	to	to	ADP
spir-11229	48	53	the	the	DET
spir-11229	48	54	pressure	pressure	NOUN
spir-11229	48	55	of	of	ADP
spir-11229	48	56	a	a	DET
spir-11229	48	57	more	more	ADV
spir-11229	48	58	diverse	diverse	ADJ
spir-11229	48	59	and	and	CCONJ
spir-11229	48	60	socially	socially	ADV
spir-11229	48	61	conscious	conscious	ADJ
spir-11229	48	62	gaming	gaming	NOUN
spir-11229	48	63	community	community	NOUN
spir-11229	48	64	.	.	PUNCT
spir-11229	49	1	works	work	NOUN
spir-11229	49	2	cited	cite	VERB
spir-11229	49	3	gerbner	gerbner	NOUN
spir-11229	49	4	,	,	PUNCT
spir-11229	49	5	g.	g.	PROPN
spir-11229	49	6	et	et	PROPN
spir-11229	49	7	al	al	PROPN
spir-11229	49	8	.	.	PUNCT
spir-11229	50	1	“	"	PUNCT
spir-11229	50	2	growing	grow	VERB
spir-11229	50	3	up	up	ADP
spir-11229	50	4	with	with	ADP
spir-11229	50	5	television	television	NOUN
spir-11229	50	6	:	:	PUNCT
spir-11229	50	7	the	the	DET
spir-11229	50	8	cultivation	cultivation	NOUN
spir-11229	50	9	perspective	perspective	NOUN
spir-11229	50	10	.	.	PUNCT
spir-11229	50	11	”	"	PUNCT
spir-11229	51	1	media	medium	NOUN
spir-11229	51	2	effects	effect	NOUN
spir-11229	51	3	:	:	PUNCT
spir-11229	51	4	advances	advance	NOUN
spir-11229	51	5	in	in	ADP
spir-11229	51	6	theory	theory	NOUN
spir-11229	51	7	and	and	CCONJ
spir-11229	51	8	research	research	NOUN
spir-11229	51	9	,	,	PUNCT
spir-11229	51	10	edited	edit	VERB
spir-11229	51	11	by	by	ADP
spir-11229	51	12	j.	j.	PROPN
spir-11229	51	13	bryant	bryant	PROPN
spir-11229	51	14	and	and	CCONJ
spir-11229	51	15	d.	d.	PROPN
spir-11229	51	16	zillman	zillman	PROPN
spir-11229	51	17	,	,	PUNCT
spir-11229	51	18	lawrence	lawrence	PROPN
spir-11229	51	19	erlbaum	erlbaum	PROPN
spir-11229	51	20	associates	associates	PROPN
spir-11229	51	21	,	,	PUNCT
spir-11229	51	22	1994	1994	NUM
spir-11229	51	23	,	,	PUNCT
spir-11229	51	24	pp	pp	ADJ
spir-11229	51	25	.	.	PUNCT
spir-11229	52	1	17–41	17–41	NUM
spir-11229	52	2	.	.	PUNCT
spir-11229	53	1	harwood	harwood	PROPN
spir-11229	53	2	,	,	PUNCT
spir-11229	53	3	j.	j.	PROPN
spir-11229	53	4	and	and	CCONJ
spir-11229	53	5	k.	k.	PROPN
spir-11229	53	6	anderson	anderson	PROPN
spir-11229	53	7	.	.	PUNCT
spir-11229	54	1	“	"	PUNCT
spir-11229	54	2	the	the	DET
spir-11229	54	3	presence	presence	NOUN
spir-11229	54	4	and	and	CCONJ
spir-11229	54	5	portrayal	portrayal	NOUN
spir-11229	54	6	of	of	ADP
spir-11229	54	7	social	social	ADJ
spir-11229	54	8	groups	group	NOUN
spir-11229	54	9	on	on	ADP
spir-11229	54	10	primetime	primetime	ADJ
spir-11229	54	11	television	television	NOUN
spir-11229	54	12	.	.	PUNCT
spir-11229	54	13	”	"	PUNCT
spir-11229	55	1	communication	communication	NOUN
spir-11229	55	2	reports	report	NOUN
spir-11229	55	3	,	,	PUNCT
spir-11229	55	4	vol	vol	NOUN
spir-11229	55	5	.	.	PROPN
spir-11229	55	6	15	15	NUM
spir-11229	55	7	,	,	PUNCT
spir-11229	55	8	no	no	INTJ
spir-11229	55	9	.	.	NOUN
spir-11229	55	10	2	2	NUM
spir-11229	55	11	,	,	PUNCT
spir-11229	55	12	2002	2002	NUM
spir-11229	55	13	,	,	PUNCT
spir-11229	55	14	pp	pp	X
spir-11229	55	15	.	.	PUNCT
spir-11229	56	1	81–97	81–97	NUM
spir-11229	56	2	.	.	PUNCT
spir-11229	57	1	williams	williams	PROPN
spir-11229	57	2	,	,	PUNCT
spir-11229	57	3	dmitri	dmitri	PROPN
spir-11229	57	4	,	,	PUNCT
spir-11229	57	5	et	et	PROPN
spir-11229	57	6	al	al	PROPN
spir-11229	57	7	.	.	PUNCT
spir-11229	58	1	“	"	PUNCT
spir-11229	58	2	the	the	DET
spir-11229	58	3	virtual	virtual	ADJ
spir-11229	58	4	census	census	NOUN
spir-11229	58	5	:	:	PUNCT
spir-11229	58	6	representations	representation	NOUN
spir-11229	58	7	of	of	ADP
spir-11229	58	8	gender	gender	NOUN
spir-11229	58	9	,	,	PUNCT
spir-11229	58	10	race	race	NOUN
spir-11229	58	11	and	and	CCONJ
spir-11229	58	12	age	age	NOUN
spir-11229	58	13	in	in	ADP
spir-11229	58	14	video	video	NOUN
spir-11229	58	15	games	game	NOUN
spir-11229	58	16	.	.	PUNCT
spir-11229	58	17	”	"	PUNCT
spir-11229	59	1	new	new	ADJ
spir-11229	59	2	media	medium	NOUN
spir-11229	59	3	&	&	CCONJ
spir-11229	59	4	society	society	NOUN
spir-11229	59	5	,	,	PUNCT
spir-11229	59	6	vo	vo	NOUN
spir-11229	59	7	.	.	PROPN
spir-11229	59	8	11	11	NUM
spir-11229	59	9	,	,	PUNCT
spir-11229	59	10	no	no	INTJ
spir-11229	59	11	.	.	NOUN
spir-11229	59	12	5	5	NUM
spir-11229	59	13	2009	2009	NUM
spir-11229	59	14	,	,	PUNCT
spir-11229	59	15	pp	pp	PROPN
spir-11229	59	16	.	.	PUNCT
spir-11229	59	17	815	815	NUM
spir-11229	59	18	-	-	SYM
spir-11229	59	19	834	834	NUM
spir-11229	59	20	.	.	PUNCT
spir-11229	59	21	waddell	waddell	PROPN
spir-11229	59	22	,	,	PUNCT
spir-11229	59	23	t.	t.	PROPN
spir-11229	59	24	f.	f.	PROPN
spir-11229	59	25	et	et	PROPN
spir-11229	59	26	al	al	PROPN
spir-11229	59	27	.	.	PUNCT
spir-11229	60	1	"	"	PUNCT
spir-11229	60	2	white	white	ADJ
spir-11229	60	3	man	man	NOUN
spir-11229	60	4	’s	’s	PART
spir-11229	60	5	virtual	virtual	ADJ
spir-11229	60	6	world	world	NOUN
spir-11229	60	7	:	:	PUNCT
spir-11229	60	8	a	a	DET
spir-11229	60	9	systematic	systematic	ADJ
spir-11229	60	10	content	content	NOUN
spir-11229	60	11	analysis	analysis	NOUN
spir-11229	60	12	of	of	ADP
spir-11229	60	13	gender	gender	NOUN
spir-11229	60	14	and	and	CCONJ
spir-11229	60	15	race	race	NOUN
spir-11229	60	16	in	in	ADP
spir-11229	60	17	massively	massively	ADV
spir-11229	60	18	multiplayer	multiplayer	NOUN
spir-11229	60	19	online	online	PROPN
spir-11229	60	20	games	games	PROPN
spir-11229	60	21	.	.	PUNCT
spir-11229	60	22	"	"	PUNCT
spir-11229	61	1	journal	journal	NOUN
spir-11229	61	2	for	for	ADP
spir-11229	61	3	virtual	virtual	ADJ
spir-11229	61	4	worlds	world	NOUN
spir-11229	61	5	research	research	NOUN
spir-11229	61	6	,	,	PUNCT
spir-11229	61	7	vol	vol	NOUN
spir-11229	61	8	.	.	PROPN
spir-11229	61	9	7	7	NUM
spir-11229	61	10	,	,	PUNCT
spir-11229	61	11	no	no	INTJ
spir-11229	61	12	.	.	NOUN
spir-11229	61	13	2	2	NUM
spir-11229	61	14	,	,	PUNCT
spir-11229	61	15	2014	2014	NUM
spir-11229	61	16	.	.	PUNCT