id	sid	tid	token	lemma	pos
spir-11030	1	1	selected	select	VERB
spir-11030	1	2	papers	paper	NOUN
spir-11030	1	3	of	of	ADP
spir-11030	1	4	#	#	SYM
spir-11030	1	5	aoir2019	aoir2019	PROPN
spir-11030	1	6	:	:	PUNCT
spir-11030	1	7	the	the	DET
spir-11030	1	8	20th	20th	ADJ
spir-11030	1	9	annual	annual	ADJ
spir-11030	1	10	conference	conference	NOUN
spir-11030	1	11	of	of	ADP
spir-11030	1	12	the	the	DET
spir-11030	1	13	association	association	NOUN
spir-11030	1	14	of	of	ADP
spir-11030	1	15	internet	internet	NOUN
spir-11030	1	16	researchers	researcher	NOUN
spir-11030	1	17	brisbane	brisbane	NOUN
spir-11030	1	18	,	,	PUNCT
spir-11030	1	19	australia	australia	PROPN
spir-11030	1	20	/	/	SYM
spir-11030	1	21	2	2	NUM
spir-11030	1	22	-	-	SYM
spir-11030	1	23	5	5	NUM
spir-11030	1	24	october	october	NOUN
spir-11030	1	25	2019	2019	NUM
spir-11030	1	26	suggested	suggest	VERB
spir-11030	1	27	citation	citation	NOUN
spir-11030	1	28	(	(	PUNCT
spir-11030	1	29	apa	apa	PROPN
spir-11030	1	30	):	):	PUNCT
spir-11030	1	31	witt	witt	PROPN
spir-11030	1	32	,	,	PUNCT
spir-11030	1	33	a.	a.	NOUN
spir-11030	1	34	(	(	PUNCT
spir-11030	1	35	2019	2019	NUM
spir-11030	1	36	,	,	PUNCT
spir-11030	1	37	october	october	PROPN
spir-11030	1	38	2	2	NUM
spir-11030	1	39	-	-	SYM
spir-11030	1	40	5	5	NUM
spir-11030	1	41	)	)	PUNCT
spir-11030	1	42	.	.	PUNCT
spir-11030	2	1	a	a	DET
spir-11030	2	2	new	new	ADJ
spir-11030	2	3	black	black	ADJ
spir-11030	2	4	box	box	NOUN
spir-11030	2	5	methodology	methodology	NOUN
spir-11030	2	6	:	:	PUNCT
spir-11030	2	7	the	the	DET
spir-11030	2	8	challenges	challenge	NOUN
spir-11030	2	9	and	and	CCONJ
spir-11030	2	10	opportunities	opportunity	NOUN
spir-11030	2	11	of	of	ADP
spir-11030	2	12	interrogating	interrogate	VERB
spir-11030	2	13	the	the	DET
spir-11030	2	14	moderation	moderation	NOUN
spir-11030	2	15	of	of	ADP
spir-11030	2	16	images	image	NOUN
spir-11030	2	17	depicting	depict	VERB
spir-11030	2	18	women	woman	NOUN
spir-11030	2	19	’s	’s	PART
spir-11030	2	20	bodies	body	NOUN
spir-11030	2	21	on	on	ADP
spir-11030	2	22	instagram	instagram	PROPN
spir-11030	2	23	.	.	PUNCT
spir-11030	3	1	paper	paper	PROPN
spir-11030	3	2	presented	present	VERB
spir-11030	3	3	at	at	ADP
spir-11030	3	4	aoir	aoir	NOUN
spir-11030	3	5	2019	2019	NUM
spir-11030	3	6	:	:	PUNCT
spir-11030	3	7	the	the	DET
spir-11030	3	8	20th	20th	ADJ
spir-11030	3	9	annual	annual	ADJ
spir-11030	3	10	conference	conference	NOUN
spir-11030	3	11	of	of	ADP
spir-11030	3	12	the	the	DET
spir-11030	3	13	association	association	NOUN
spir-11030	3	14	of	of	ADP
spir-11030	3	15	internet	internet	NOUN
spir-11030	3	16	researchers	researcher	NOUN
spir-11030	3	17	.	.	PUNCT
spir-11030	4	1	brisbane	brisbane	PROPN
spir-11030	4	2	,	,	PUNCT
spir-11030	4	3	australia	australia	PROPN
spir-11030	4	4	:	:	PUNCT
spir-11030	4	5	aoir	aoir	NOUN
spir-11030	4	6	.	.	PUNCT
spir-11030	4	7	retrieved	retrieve	VERB
spir-11030	4	8	from	from	ADP
spir-11030	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11030	4	10	.	.	PROPN
spir-11030	5	1	1	1	NUM
spir-11030	5	2	a	a	DET
spir-11030	5	3	new	new	ADJ
spir-11030	5	4	black	black	ADJ
spir-11030	5	5	box	box	NOUN
spir-11030	5	6	methodology	methodology	NOUN
spir-11030	5	7	:	:	PUNCT
spir-11030	5	8	the	the	DET
spir-11030	5	9	challenges	challenge	NOUN
spir-11030	5	10	and	and	CCONJ
spir-11030	5	11	opportunities	opportunity	NOUN
spir-11030	5	12	of	of	ADP
spir-11030	5	13	interrogating	interrogate	VERB
spir-11030	5	14	the	the	DET
spir-11030	5	15	moderation	moderation	NOUN
spir-11030	5	16	of	of	ADP
spir-11030	5	17	images	image	NOUN
spir-11030	5	18	depicting	depict	VERB
spir-11030	5	19	women	woman	NOUN
spir-11030	5	20	’s	’s	PART
spir-11030	5	21	bodies	body	NOUN
spir-11030	5	22	on	on	ADP
spir-11030	5	23	instagram	instagram	PROPN
spir-11030	5	24	alice	alice	PROPN
spir-11030	5	25	witt	witt	PROPN
spir-11030	5	26	faculty	faculty	NOUN
spir-11030	5	27	of	of	ADP
spir-11030	5	28	law	law	NOUN
spir-11030	5	29	,	,	PUNCT
spir-11030	5	30	digital	digital	ADJ
spir-11030	5	31	media	medium	NOUN
spir-11030	5	32	research	research	NOUN
spir-11030	5	33	centre	centre	NOUN
spir-11030	5	34	,	,	PUNCT
spir-11030	5	35	queensland	queensland	PROPN
spir-11030	5	36	university	university	PROPN
spir-11030	5	37	of	of	ADP
spir-11030	5	38	technology	technology	NOUN
spir-11030	5	39	(	(	PUNCT
spir-11030	5	40	qut	qut	NOUN
spir-11030	5	41	)	)	PUNCT
spir-11030	5	42	introduction	introduction	NOUN
spir-11030	5	43	it	it	PRON
spir-11030	5	44	is	be	AUX
spir-11030	5	45	difficult	difficult	ADJ
spir-11030	5	46	to	to	PART
spir-11030	5	47	trust	trust	VERB
spir-11030	5	48	that	that	SCONJ
spir-11030	5	49	user	user	NOUN
spir-11030	5	50	-	-	PUNCT
spir-11030	5	51	generated	generate	VERB
spir-11030	5	52	content	content	NOUN
spir-11030	5	53	is	be	AUX
spir-11030	5	54	moderated	moderate	VERB
spir-11030	5	55	on	on	ADP
spir-11030	5	56	social	social	ADJ
spir-11030	5	57	media	medium	NOUN
spir-11030	5	58	platforms	platform	NOUN
spir-11030	5	59	in	in	ADP
spir-11030	5	60	ways	way	NOUN
spir-11030	5	61	that	that	PRON
spir-11030	5	62	are	be	AUX
spir-11030	5	63	free	free	ADJ
spir-11030	5	64	from	from	ADP
spir-11030	5	65	arbitrariness	arbitrariness	NOUN
spir-11030	5	66	and	and	CCONJ
spir-11030	5	67	bias	bias	NOUN
spir-11030	5	68	.	.	PUNCT
spir-11030	6	1	content	content	NOUN
spir-11030	6	2	moderation	moderation	NOUN
spir-11030	6	3	refers	refer	VERB
spir-11030	6	4	to	to	ADP
spir-11030	6	5	the	the	DET
spir-11030	6	6	processes	process	NOUN
spir-11030	6	7	through	through	ADP
spir-11030	6	8	which	which	PRON
spir-11030	6	9	platform	platform	NOUN
spir-11030	6	10	executives	executive	NOUN
spir-11030	6	11	and	and	CCONJ
spir-11030	6	12	their	their	PRON
spir-11030	6	13	moderators	moderator	NOUN
spir-11030	6	14	set	set	VERB
spir-11030	6	15	,	,	PUNCT
spir-11030	6	16	maintain	maintain	VERB
spir-11030	6	17	and	and	CCONJ
spir-11030	6	18	enforce	enforce	VERB
spir-11030	6	19	the	the	DET
spir-11030	6	20	bounds	bound	NOUN
spir-11030	6	21	of	of	ADP
spir-11030	6	22	‘	'	PUNCT
spir-11030	6	23	appropriate	appropriate	ADJ
spir-11030	6	24	’	'	PUNCT
spir-11030	6	25	content	content	NOUN
spir-11030	6	26	based	base	VERB
spir-11030	6	27	on	on	ADP
spir-11030	6	28	many	many	ADJ
spir-11030	6	29	factors	factor	NOUN
spir-11030	6	30	,	,	PUNCT
spir-11030	6	31	among	among	ADP
spir-11030	6	32	them	they	PRON
spir-11030	6	33	platform	platform	NOUN
spir-11030	6	34	-	-	PUNCT
spir-11030	6	35	specific	specific	ADJ
spir-11030	6	36	rules	rule	NOUN
spir-11030	6	37	and	and	CCONJ
spir-11030	6	38	emergent	emergent	VERB
spir-11030	6	39	social	social	ADJ
spir-11030	6	40	norms	norm	NOUN
spir-11030	6	41	.	.	PUNCT
spir-11030	7	1	decisions	decision	NOUN
spir-11030	7	2	around	around	ADP
spir-11030	7	3	the	the	DET
spir-11030	7	4	appropriateness	appropriateness	NOUN
spir-11030	7	5	of	of	ADP
spir-11030	7	6	content	content	NOUN
spir-11030	7	7	,	,	PUNCT
spir-11030	7	8	which	which	PRON
spir-11030	7	9	are	be	AUX
spir-11030	7	10	made	make	VERB
spir-11030	7	11	by	by	ADP
spir-11030	7	12	humans	human	NOUN
spir-11030	7	13	and/or	and/or	CCONJ
spir-11030	7	14	artificial	artificial	ADJ
spir-11030	7	15	intelligence	intelligence	NOUN
spir-11030	7	16	systems	system	NOUN
spir-11030	7	17	,	,	PUNCT
spir-11030	7	18	are	be	AUX
spir-11030	7	19	ultimately	ultimately	ADV
spir-11030	7	20	regulatory	regulatory	ADJ
spir-11030	7	21	decisions	decision	NOUN
spir-11030	7	22	as	as	SCONJ
spir-11030	7	23	they	they	PRON
spir-11030	7	24	attempt	attempt	VERB
spir-11030	7	25	to	to	PART
spir-11030	7	26	influence	influence	VERB
spir-11030	7	27	or	or	CCONJ
spir-11030	7	28	control	control	VERB
spir-11030	7	29	the	the	DET
spir-11030	7	30	types	type	NOUN
spir-11030	7	31	of	of	ADP
spir-11030	7	32	content	content	NOUN
spir-11030	7	33	that	that	PRON
spir-11030	7	34	users	user	NOUN
spir-11030	7	35	see	see	VERB
spir-11030	7	36	and	and	CCONJ
spir-11030	7	37	how	how	SCONJ
spir-11030	7	38	and	and	CCONJ
spir-11030	7	39	when	when	SCONJ
spir-11030	7	40	they	they	PRON
spir-11030	7	41	see	see	VERB
spir-11030	7	42	it	it	PRON
spir-11030	7	43	(	(	PUNCT
spir-11030	7	44	suzor	suzor	NOUN
spir-11030	7	45	,	,	PUNCT
spir-11030	7	46	2018	2018	NUM
spir-11030	7	47	)	)	PUNCT
spir-11030	7	48	.	.	PUNCT
spir-11030	8	1	content	content	NOUN
spir-11030	8	2	is	be	AUX
spir-11030	8	3	,	,	PUNCT
spir-11030	8	4	however	however	ADV
spir-11030	8	5	,	,	PUNCT
spir-11030	8	6	moderated	moderate	VERB
spir-11030	8	7	within	within	ADP
spir-11030	8	8	a	a	DET
spir-11030	8	9	‘	'	PUNCT
spir-11030	8	10	black	black	ADJ
spir-11030	8	11	box	box	NOUN
spir-11030	8	12	’	'	PUNCT
spir-11030	8	13	that	that	PRON
spir-11030	8	14	obscures	obscure	VERB
spir-11030	8	15	internal	internal	ADJ
spir-11030	8	16	governance	governance	NOUN
spir-11030	8	17	processes	process	NOUN
spir-11030	8	18	from	from	ADP
spir-11030	8	19	external	external	ADJ
spir-11030	8	20	scrutiny	scrutiny	NOUN
spir-11030	8	21	.	.	PUNCT
spir-11030	9	1	this	this	DET
spir-11030	9	2	lack	lack	NOUN
spir-11030	9	3	of	of	ADP
spir-11030	9	4	transparency	transparency	NOUN
spir-11030	9	5	has	have	VERB
spir-11030	9	6	far	far	ADV
spir-11030	9	7	-	-	PUNCT
spir-11030	9	8	reaching	reach	VERB
spir-11030	9	9	consequences	consequence	NOUN
spir-11030	9	10	(	(	PUNCT
spir-11030	9	11	pasquale	pasquale	NOUN
spir-11030	9	12	,	,	PUNCT
spir-11030	9	13	2011	2011	NUM
spir-11030	9	14	)	)	PUNCT
spir-11030	9	15	,	,	PUNCT
spir-11030	9	16	one	one	NUM
spir-11030	9	17	of	of	ADP
spir-11030	9	18	which	which	PRON
spir-11030	9	19	is	be	AUX
spir-11030	9	20	that	that	SCONJ
spir-11030	9	21	users	user	NOUN
spir-11030	9	22	’	'	PUNCT
spir-11030	9	23	have	have	VERB
spir-11030	9	24	limited	limit	VERB
spir-11030	9	25	understandings	understanding	NOUN
spir-11030	9	26	of	of	ADP
spir-11030	9	27	the	the	DET
spir-11030	9	28	direct	direct	ADJ
spir-11030	9	29	interventions	intervention	NOUN
spir-11030	9	30	that	that	PRON
spir-11030	9	31	platforms	platform	NOUN
spir-11030	9	32	make	make	VERB
spir-11030	9	33	around	around	ADP
spir-11030	9	34	content	content	NOUN
spir-11030	9	35	(	(	PUNCT
spir-11030	9	36	gillespie	gillespie	PROPN
spir-11030	9	37	,	,	PUNCT
spir-11030	9	38	2018	2018	NUM
spir-11030	9	39	)	)	PUNCT
spir-11030	9	40	.	.	PUNCT
spir-11030	10	1	transparency	transparency	NOUN
spir-11030	10	2	deficits	deficit	NOUN
spir-11030	10	3	also	also	ADV
spir-11030	10	4	contribute	contribute	VERB
spir-11030	10	5	to	to	ADP
spir-11030	10	6	the	the	DET
spir-11030	10	7	relative	relative	ADJ
spir-11030	10	8	dearth	dearth	NOUN
spir-11030	10	9	of	of	ADP
spir-11030	10	10	empirical	empirical	ADJ
spir-11030	10	11	research	research	NOUN
spir-11030	10	12	into	into	ADP
spir-11030	10	13	instagram	instagram	PROPN
spir-11030	10	14	’s	’s	PART
spir-11030	10	15	moderation	moderation	NOUN
spir-11030	10	16	processes	process	NOUN
spir-11030	10	17	to	to	ADP
spir-11030	10	18	date	date	NOUN
spir-11030	10	19	,	,	PUNCT
spir-11030	10	20	along	along	ADP
spir-11030	10	21	with	with	ADP
spir-11030	10	22	the	the	DET
spir-11030	10	23	confidential	confidential	ADJ
spir-11030	10	24	nature	nature	NOUN
spir-11030	10	25	of	of	ADP
spir-11030	10	26	the	the	DET
spir-11030	10	27	rules	rule	NOUN
spir-11030	10	28	that	that	PRON
spir-11030	10	29	moderators	moderator	NOUN
spir-11030	10	30	follow	follow	VERB
spir-11030	10	31	and	and	CCONJ
spir-11030	10	32	ongoing	ongoing	ADJ
spir-11030	10	33	restrictions	restriction	NOUN
spir-11030	10	34	to	to	ADP
spir-11030	10	35	the	the	DET
spir-11030	10	36	instagram	instagram	PROPN
spir-11030	10	37	application	application	NOUN
spir-11030	10	38	programming	programming	NOUN
spir-11030	10	39	interface	interface	NOUN
spir-11030	10	40	(	(	PUNCT
spir-11030	10	41	instagram	instagram	PROPN
spir-11030	10	42	,	,	PUNCT
spir-11030	10	43	2019	2019	NUM
spir-11030	10	44	)	)	PUNCT
spir-11030	10	45	.	.	PUNCT
spir-11030	11	1	this	this	DET
spir-11030	11	2	paper	paper	NOUN
spir-11030	11	3	,	,	PUNCT
spir-11030	11	4	therefore	therefore	ADV
spir-11030	11	5	,	,	PUNCT
spir-11030	11	6	proposes	propose	VERB
spir-11030	11	7	a	a	DET
spir-11030	11	8	black	black	ADJ
spir-11030	11	9	box	box	NOUN
spir-11030	11	10	methodology	methodology	NOUN
spir-11030	11	11	for	for	ADP
spir-11030	11	12	empirically	empirically	ADV
spir-11030	11	13	examining	examine	VERB
spir-11030	11	14	processes	process	NOUN
spir-11030	11	15	for	for	ADP
spir-11030	11	16	moderating	moderate	VERB
spir-11030	11	17	content	content	NOUN
spir-11030	11	18	when	when	SCONJ
spir-11030	11	19	only	only	ADV
spir-11030	11	20	parts	part	NOUN
spir-11030	11	21	of	of	ADP
spir-11030	11	22	a	a	DET
spir-11030	11	23	platform	platform	NOUN
spir-11030	11	24	’s	’s	PART
spir-11030	11	25	regulatory	regulatory	ADJ
spir-11030	11	26	system	system	NOUN
spir-11030	11	27	are	be	AUX
spir-11030	11	28	visible	visible	ADJ
spir-11030	11	29	from	from	ADP
spir-11030	11	30	the	the	DET
spir-11030	11	31	outside	outside	NOUN
spir-11030	11	32	.	.	PUNCT
spir-11030	12	1	in	in	ADP
spir-11030	12	2	doing	do	VERB
spir-11030	12	3	so	so	ADV
spir-11030	12	4	,	,	PUNCT
spir-11030	12	5	it	it	PRON
spir-11030	12	6	evaluates	evaluate	VERB
spir-11030	12	7	the	the	DET
spir-11030	12	8	methodological	methodological	ADJ
spir-11030	12	9	,	,	PUNCT
spir-11030	12	10	legal	legal	ADJ
spir-11030	12	11	and	and	CCONJ
spir-11030	12	12	ethical	ethical	ADJ
spir-11030	12	13	challenges	challenge	NOUN
spir-11030	12	14	of	of	ADP
spir-11030	12	15	studying	study	VERB
spir-11030	12	16	content	content	NOUN
spir-11030	12	17	moderation	moderation	NOUN
spir-11030	12	18	in	in	ADP
spir-11030	12	19	practice	practice	NOUN
spir-11030	12	20	.	.	PUNCT
spir-11030	13	1	the	the	DET
spir-11030	13	2	proposed	propose	VERB
spir-11030	13	3	methodology	methodology	NOUN
spir-11030	13	4	is	be	AUX
spir-11030	13	5	2	2	NUM
spir-11030	13	6	explained	explain	VERB
spir-11030	13	7	through	through	ADP
spir-11030	13	8	a	a	DET
spir-11030	13	9	case	case	NOUN
spir-11030	13	10	study	study	NOUN
spir-11030	13	11	into	into	ADP
spir-11030	13	12	whether	whether	SCONJ
spir-11030	13	13	like	like	ADP
spir-11030	13	14	images	image	NOUN
spir-11030	13	15	of	of	ADP
spir-11030	13	16	women	woman	NOUN
spir-11030	13	17	’s	’s	PART
spir-11030	13	18	bodies	body	NOUN
spir-11030	13	19	are	be	AUX
spir-11030	13	20	moderated	moderate	VERB
spir-11030	13	21	alike	alike	ADV
spir-11030	13	22	on	on	ADP
spir-11030	13	23	instagram	instagram	PROPN
spir-11030	13	24	.	.	PUNCT
spir-11030	14	1	none	none	NOUN
spir-11030	14	2	of	of	ADP
spir-11030	14	3	these	these	DET
spir-11030	14	4	images	image	NOUN
spir-11030	14	5	are	be	AUX
spir-11030	14	6	explicitly	explicitly	ADV
spir-11030	14	7	prohibited	prohibit	VERB
spir-11030	14	8	under	under	ADP
spir-11030	14	9	the	the	DET
spir-11030	14	10	platform	platform	NOUN
spir-11030	14	11	’s	’s	PART
spir-11030	14	12	terms	term	NOUN
spir-11030	14	13	of	of	ADP
spir-11030	14	14	use	use	NOUN
spir-11030	14	15	and	and	CCONJ
spir-11030	14	16	community	community	NOUN
spir-11030	14	17	guidelines	guideline	NOUN
spir-11030	14	18	.	.	PUNCT
spir-11030	15	1	this	this	PRON
spir-11030	15	2	is	be	AUX
spir-11030	15	3	a	a	DET
spir-11030	15	4	topical	topical	ADJ
spir-11030	15	5	case	case	NOUN
spir-11030	15	6	study	study	NOUN
spir-11030	15	7	given	give	VERB
spir-11030	15	8	widespread	widespread	ADJ
spir-11030	15	9	user	user	NOUN
spir-11030	15	10	concerns	concern	NOUN
spir-11030	15	11	that	that	PRON
spir-11030	15	12	instagram	instagram	PROPN
spir-11030	15	13	is	be	AUX
spir-11030	15	14	arbitrarily	arbitrarily	ADV
spir-11030	15	15	‘	'	PUNCT
spir-11030	15	16	removing	remove	VERB
spir-11030	15	17	’	'	PUNCT
spir-11030	15	18	–	–	PUNCT
spir-11030	15	19	also	also	ADV
spir-11030	15	20	described	describe	VERB
spir-11030	15	21	as	as	ADP
spir-11030	15	22	‘	'	PUNCT
spir-11030	15	23	banning	ban	VERB
spir-11030	15	24	,	,	PUNCT
spir-11030	15	25	’	'	PUNCT
spir-11030	15	26	‘	'	PUNCT
spir-11030	15	27	censoring	censor	VERB
spir-11030	15	28	’	'	PUNCT
spir-11030	15	29	and	and	CCONJ
spir-11030	15	30	‘	'	PUNCT
spir-11030	15	31	deleting	delete	VERB
spir-11030	15	32	’	'	PUNCT
spir-11030	15	33	–	–	PUNCT
spir-11030	15	34	depictions	depiction	NOUN
spir-11030	15	35	of	of	ADP
spir-11030	15	36	female	female	ADJ
spir-11030	15	37	forms	form	NOUN
spir-11030	15	38	(	(	PUNCT
spir-11030	15	39	onlinecensorship	onlinecensorship	NOUN
spir-11030	15	40	,	,	PUNCT
spir-11030	15	41	2018	2018	NUM
spir-11030	15	42	)	)	PUNCT
spir-11030	15	43	.	.	PUNCT
spir-11030	16	1	a	a	DET
spir-11030	16	2	persistent	persistent	ADJ
spir-11030	16	3	claim	claim	NOUN
spir-11030	16	4	is	be	AUX
spir-11030	16	5	that	that	SCONJ
spir-11030	16	6	the	the	DET
spir-11030	16	7	platform	platform	NOUN
spir-11030	16	8	is	be	AUX
spir-11030	16	9	less	less	ADV
spir-11030	16	10	likely	likely	ADJ
spir-11030	16	11	to	to	PART
spir-11030	16	12	remove	remove	VERB
spir-11030	16	13	thin	thin	ADJ
spir-11030	16	14	-	-	PUNCT
spir-11030	16	15	idealised	idealise	VERB
spir-11030	16	16	images	image	NOUN
spir-11030	16	17	of	of	ADP
spir-11030	16	18	women	woman	NOUN
spir-11030	16	19	(	(	PUNCT
spir-11030	16	20	sarah	sarah	PROPN
spir-11030	16	21	myers	myers	PROPN
spir-11030	16	22	west	west	PROPN
spir-11030	16	23	,	,	PUNCT
spir-11030	16	24	2015	2015	NUM
spir-11030	16	25	)	)	PUNCT
spir-11030	16	26	.	.	PUNCT
spir-11030	17	1	by	by	ADP
spir-11030	17	2	contrast	contrast	NOUN
spir-11030	17	3	,	,	PUNCT
spir-11030	17	4	some	some	DET
spir-11030	17	5	users	user	NOUN
spir-11030	17	6	claim	claim	VERB
spir-11030	17	7	that	that	SCONJ
spir-11030	17	8	instagram	instagram	PROPN
spir-11030	17	9	is	be	AUX
spir-11030	17	10	creating	create	VERB
spir-11030	17	11	a	a	DET
spir-11030	17	12	positive	positive	ADJ
spir-11030	17	13	space	space	NOUN
spir-11030	17	14	for	for	ADP
spir-11030	17	15	the	the	DET
spir-11030	17	16	depiction	depiction	NOUN
spir-11030	17	17	of	of	ADP
spir-11030	17	18	all	all	DET
spir-11030	17	19	female	female	ADJ
spir-11030	17	20	forms	form	NOUN
spir-11030	17	21	and	and	CCONJ
spir-11030	17	22	democratising	democratise	VERB
spir-11030	17	23	body	body	NOUN
spir-11030	17	24	standards	standard	NOUN
spir-11030	17	25	(	(	PUNCT
spir-11030	17	26	katz	katz	PROPN
spir-11030	17	27	,	,	PUNCT
spir-11030	17	28	2017	2017	NUM
spir-11030	17	29	)	)	PUNCT
spir-11030	17	30	.	.	PUNCT
spir-11030	18	1	though	though	SCONJ
spir-11030	18	2	this	this	DET
spir-11030	18	3	subject	subject	NOUN
spir-11030	18	4	matter	matter	NOUN
spir-11030	18	5	has	have	AUX
spir-11030	18	6	been	be	AUX
spir-11030	18	7	highly	highly	ADV
spir-11030	18	8	controversial	controversial	ADJ
spir-11030	18	9	over	over	ADP
spir-11030	18	10	several	several	ADJ
spir-11030	18	11	years	year	NOUN
spir-11030	18	12	,	,	PUNCT
spir-11030	18	13	users	user	NOUN
spir-11030	18	14	and	and	CCONJ
spir-11030	18	15	other	other	ADJ
spir-11030	18	16	stakeholders	stakeholder	NOUN
spir-11030	18	17	lack	lack	VERB
spir-11030	18	18	empirical	empirical	ADJ
spir-11030	18	19	evidence	evidence	NOUN
spir-11030	18	20	to	to	PART
spir-11030	18	21	ground	ground	VERB
spir-11030	18	22	these	these	DET
spir-11030	18	23	competing	compete	VERB
spir-11030	18	24	claims	claim	NOUN
spir-11030	18	25	.	.	PUNCT
spir-11030	19	1	black	black	PROPN
spir-11030	19	2	box	box	PROPN
spir-11030	19	3	methodology	methodology	NOUN
spir-11030	19	4	the	the	DET
spir-11030	19	5	proposed	propose	VERB
spir-11030	19	6	methodology	methodology	NOUN
spir-11030	19	7	is	be	AUX
spir-11030	19	8	based	base	VERB
spir-11030	19	9	on	on	ADP
spir-11030	19	10	black	black	PROPN
spir-11030	19	11	box	box	PROPN
spir-11030	19	12	analytics	analytic	NOUN
spir-11030	19	13	,	,	PUNCT
spir-11030	19	14	particularly	particularly	ADV
spir-11030	19	15	an	an	DET
spir-11030	19	16	input	input	NOUN
spir-11030	19	17	/	/	SYM
spir-11030	19	18	output	output	NOUN
spir-11030	19	19	method	method	NOUN
spir-11030	19	20	that	that	PRON
spir-11030	19	21	identifies	identify	VERB
spir-11030	19	22	how	how	SCONJ
spir-11030	19	23	discrete	discrete	ADJ
spir-11030	19	24	inputs	input	NOUN
spir-11030	19	25	into	into	ADP
spir-11030	19	26	a	a	DET
spir-11030	19	27	system	system	NOUN
spir-11030	19	28	produce	produce	VERB
spir-11030	19	29	certain	certain	ADJ
spir-11030	19	30	outputs	output	NOUN
spir-11030	19	31	(	(	PUNCT
spir-11030	19	32	perel	perel	PROPN
spir-11030	19	33	&	&	CCONJ
spir-11030	19	34	elkin	elkin	PROPN
spir-11030	19	35	-	-	PUNCT
spir-11030	19	36	koren	koren	PROPN
spir-11030	19	37	,	,	PUNCT
spir-11030	19	38	2017	2017	NUM
spir-11030	19	39	)	)	PUNCT
spir-11030	19	40	.	.	PUNCT
spir-11030	20	1	input	input	NOUN
spir-11030	20	2	in	in	ADP
spir-11030	20	3	this	this	DET
spir-11030	20	4	paper	paper	NOUN
spir-11030	20	5	refers	refer	VERB
spir-11030	20	6	to	to	ADP
spir-11030	20	7	individual	individual	ADJ
spir-11030	20	8	images	image	NOUN
spir-11030	20	9	,	,	PUNCT
spir-11030	20	10	while	while	SCONJ
spir-11030	20	11	output	output	NOUN
spir-11030	20	12	pertains	pertain	VERB
spir-11030	20	13	to	to	ADP
spir-11030	20	14	the	the	DET
spir-11030	20	15	outcome	outcome	NOUN
spir-11030	20	16	of	of	ADP
spir-11030	20	17	content	content	NOUN
spir-11030	20	18	moderation	moderation	NOUN
spir-11030	20	19	(	(	PUNCT
spir-11030	20	20	ie	ie	X
spir-11030	20	21	,	,	PUNCT
spir-11030	20	22	whether	whether	SCONJ
spir-11030	20	23	an	an	DET
spir-11030	20	24	image	image	NOUN
spir-11030	20	25	is	be	AUX
spir-11030	20	26	removed	remove	VERB
spir-11030	20	27	or	or	CCONJ
spir-11030	20	28	not	not	PART
spir-11030	20	29	removed	remove	VERB
spir-11030	20	30	)	)	PUNCT
spir-11030	20	31	.	.	PUNCT
spir-11030	21	1	images	image	NOUN
spir-11030	21	2	were	be	AUX
spir-11030	21	3	programmatically	programmatically	ADV
spir-11030	21	4	collected	collect	VERB
spir-11030	21	5	through	through	ADP
spir-11030	21	6	the	the	DET
spir-11030	21	7	digital	digital	ADJ
spir-11030	21	8	media	medium	NOUN
spir-11030	21	9	observatory	observatory	NOUN
spir-11030	21	10	at	at	ADP
spir-11030	21	11	qut	qut	NOUN
spir-11030	21	12	:	:	PUNCT
spir-11030	21	13	specifically	specifically	ADV
spir-11030	21	14	,	,	PUNCT
spir-11030	21	15	automated	automate	VERB
spir-11030	21	16	tools	tool	NOUN
spir-11030	21	17	scraped	scrape	VERB
spir-11030	21	18	the	the	DET
spir-11030	21	19	last	last	ADJ
spir-11030	21	20	20	20	NUM
spir-11030	21	21	images	image	NOUN
spir-11030	21	22	from	from	ADP
spir-11030	21	23	selected	select	VERB
spir-11030	21	24	hashtags	hashtag	NOUN
spir-11030	21	25	every	every	DET
spir-11030	21	26	six	six	NUM
spir-11030	21	27	hours	hour	NOUN
spir-11030	21	28	(	(	PUNCT
spir-11030	21	29	four	four	NUM
spir-11030	21	30	times	time	NOUN
spir-11030	21	31	per	per	ADP
spir-11030	21	32	day	day	NOUN
spir-11030	21	33	)	)	PUNCT
spir-11030	21	34	on	on	ADP
spir-11030	21	35	an	an	DET
spir-11030	21	36	ongoing	ongoing	ADJ
spir-11030	21	37	basis	basis	NOUN
spir-11030	21	38	.	.	PUNCT
spir-11030	22	1	the	the	DET
spir-11030	22	2	selected	select	VERB
spir-11030	22	3	,	,	PUNCT
spir-11030	22	4	publicly	publicly	ADV
spir-11030	22	5	available	available	ADJ
spir-11030	22	6	hashtags	hashtag	NOUN
spir-11030	22	7	were	be	AUX
spir-11030	22	8	#	#	SYM
spir-11030	22	9	curvy	curvy	ADJ
spir-11030	22	10	,	,	PUNCT
spir-11030	22	11	#	#	SYM
spir-11030	22	12	effyourbeautystandards	effyourbeautystandard	NOUN
spir-11030	22	13	,	,	PUNCT
spir-11030	22	14	#	#	NOUN
spir-11030	22	15	fatgirl	fatgirl	NOUN
spir-11030	22	16	,	,	PUNCT
spir-11030	22	17	#	#	NOUN
spir-11030	22	18	fitgirl	fitgirl	NOUN
spir-11030	22	19	,	,	PUNCT
spir-11030	22	20	#	#	NOUN
spir-11030	22	21	girl	girl	NOUN
spir-11030	22	22	,	,	PUNCT
spir-11030	22	23	#	#	NOUN
spir-11030	22	24	lesbian	lesbian	NOUN
spir-11030	22	25	,	,	PUNCT
spir-11030	22	26	#	#	ADJ
spir-11030	22	27	lgbt	lgbt	NOUN
spir-11030	22	28	,	,	PUNCT
spir-11030	22	29	#	#	NOUN
spir-11030	22	30	postpartum	postpartum	NOUN
spir-11030	22	31	,	,	PUNCT
spir-11030	22	32	#	#	NOUN
spir-11030	22	33	skinny	skinny	ADJ
spir-11030	22	34	,	,	PUNCT
spir-11030	22	35	#	#	SYM
spir-11030	22	36	stretchmarks	stretchmark	NOUN
spir-11030	22	37	,	,	PUNCT
spir-11030	22	38	#	#	NOUN
spir-11030	22	39	thick	thick	ADJ
spir-11030	22	40	and	and	CCONJ
spir-11030	22	41	#	#	SYM
spir-11030	22	42	thin	thin	ADJ
spir-11030	22	43	.	.	PUNCT
spir-11030	23	1	these	these	DET
spir-11030	23	2	hashtags	hashtag	NOUN
spir-11030	23	3	were	be	AUX
spir-11030	23	4	mentioned	mention	VERB
spir-11030	23	5	in	in	ADP
spir-11030	23	6	controversies	controversy	NOUN
spir-11030	23	7	around	around	ADP
spir-11030	23	8	women	woman	NOUN
spir-11030	23	9	’s	’s	PART
spir-11030	23	10	bodies	body	NOUN
spir-11030	23	11	on	on	ADP
spir-11030	23	12	instagram	instagram	PROPN
spir-11030	23	13	and	and	CCONJ
spir-11030	23	14	offered	offer	VERB
spir-11030	23	15	a	a	DET
spir-11030	23	16	high	high	ADJ
spir-11030	23	17	volume	volume	NOUN
spir-11030	23	18	of	of	ADP
spir-11030	23	19	fairly	fairly	ADV
spir-11030	23	20	diverse	diverse	ADJ
spir-11030	23	21	content	content	NOUN
spir-11030	23	22	.	.	PUNCT
spir-11030	24	1	once	once	ADV
spir-11030	24	2	images	image	NOUN
spir-11030	24	3	were	be	AUX
spir-11030	24	4	programmatically	programmatically	ADV
spir-11030	24	5	collected	collect	VERB
spir-11030	24	6	,	,	PUNCT
spir-11030	24	7	content	content	ADJ
spir-11030	24	8	analysis	analysis	NOUN
spir-11030	24	9	was	be	AUX
spir-11030	24	10	undertaken	undertake	VERB
spir-11030	24	11	to	to	ADP
spir-11030	24	12	code	code	NOUN
spir-11030	24	13	images	image	NOUN
spir-11030	24	14	as	as	ADP
spir-11030	24	15	either	either	CCONJ
spir-11030	24	16	underweight	underweight	NOUN
spir-11030	24	17	,	,	PUNCT
spir-11030	24	18	mid	mid	ADJ
spir-11030	24	19	-	-	NOUN
spir-11030	24	20	range	range	NOUN
spir-11030	24	21	or	or	CCONJ
spir-11030	24	22	overweight	overweight	NOUN
spir-11030	24	23	based	base	VERB
spir-11030	24	24	on	on	ADP
spir-11030	24	25	the	the	DET
spir-11030	24	26	photographic	photographic	ADJ
spir-11030	24	27	figure	figure	NOUN
spir-11030	24	28	rating	rating	NOUN
spir-11030	24	29	scale	scale	NOUN
spir-11030	24	30	(	(	PUNCT
spir-11030	24	31	pfrs	pfrs	ADJ
spir-11030	24	32	)	)	PUNCT
spir-11030	24	33	.	.	PUNCT
spir-11030	25	1	while	while	SCONJ
spir-11030	25	2	coding	code	VERB
spir-11030	25	3	for	for	ADP
spir-11030	25	4	women	woman	NOUN
spir-11030	25	5	’s	’s	PART
spir-11030	25	6	bodies	body	NOUN
spir-11030	25	7	is	be	AUX
spir-11030	25	8	subjective	subjective	ADJ
spir-11030	25	9	,	,	PUNCT
spir-11030	25	10	the	the	DET
spir-11030	25	11	pfrs	pfrs	NOUN
spir-11030	25	12	provides	provide	VERB
spir-11030	25	13	a	a	DET
spir-11030	25	14	realistic	realistic	ADJ
spir-11030	25	15	measure	measure	NOUN
spir-11030	25	16	of	of	ADP
spir-11030	25	17	the	the	DET
spir-11030	25	18	naturally	naturally	ADV
spir-11030	25	19	occurring	occur	VERB
spir-11030	25	20	morphology	morphology	NOUN
spir-11030	25	21	of	of	ADP
spir-11030	25	22	women	woman	NOUN
spir-11030	25	23	that	that	PRON
spir-11030	25	24	is	be	AUX
spir-11030	25	25	arguably	arguably	ADV
spir-11030	25	26	more	more	ADV
spir-11030	25	27	rigorous	rigorous	ADJ
spir-11030	25	28	than	than	ADP
spir-11030	25	29	descriptive	descriptive	ADJ
spir-11030	25	30	categorisation	categorisation	NOUN
spir-11030	25	31	(	(	PUNCT
spir-11030	25	32	swami	swami	NOUN
spir-11030	25	33	et	et	PROPN
spir-11030	25	34	al	al	PROPN
spir-11030	25	35	.	.	PROPN
spir-11030	25	36	,	,	PUNCT
spir-11030	25	37	2012	2012	NUM
spir-11030	25	38	)	)	PUNCT
spir-11030	25	39	.	.	PUNCT
spir-11030	26	1	a	a	DET
spir-11030	26	2	number	number	NOUN
spir-11030	26	3	of	of	ADP
spir-11030	26	4	images	image	NOUN
spir-11030	26	5	were	be	AUX
spir-11030	26	6	excluded	exclude	VERB
spir-11030	26	7	during	during	ADP
spir-11030	26	8	coding	code	VERB
spir-11030	26	9	,	,	PUNCT
spir-11030	26	10	including	include	VERB
spir-11030	26	11	explicitly	explicitly	ADV
spir-11030	26	12	prohibited	prohibit	VERB
spir-11030	26	13	content	content	NOUN
spir-11030	26	14	and	and	CCONJ
spir-11030	26	15	close	close	NOUN
spir-11030	26	16	-	-	PUNCT
spir-11030	26	17	ups	up	NOUN
spir-11030	26	18	of	of	ADP
spir-11030	26	19	women	woman	NOUN
spir-11030	26	20	’s	’s	PART
spir-11030	26	21	faces	face	NOUN
spir-11030	26	22	.	.	PUNCT
spir-11030	27	1	this	this	PRON
spir-11030	27	2	means	mean	VERB
spir-11030	27	3	that	that	SCONJ
spir-11030	27	4	the	the	DET
spir-11030	27	5	final	final	ADJ
spir-11030	27	6	coded	code	VERB
spir-11030	27	7	dataset	dataset	NOUN
spir-11030	27	8	(	(	PUNCT
spir-11030	27	9	a	a	DET
spir-11030	27	10	total	total	ADJ
spir-11030	27	11	(	(	PUNCT
spir-11030	27	12	‘	'	PUNCT
spir-11030	27	13	t	t	NOUN
spir-11030	27	14	’	'	PUNCT
spir-11030	27	15	)	)	PUNCT
spir-11030	27	16	of	of	ADP
spir-11030	27	17	4,994	4,994	NUM
spir-11030	27	18	images	image	NOUN
spir-11030	27	19	,	,	PUNCT
spir-11030	27	20	specifically	specifically	ADV
spir-11030	27	21	t	t	PROPN
spir-11030	27	22	=	=	SYM
spir-11030	27	23	3,879	3,879	NUM
spir-11030	27	24	for	for	ADP
spir-11030	27	25	underweight	underweight	NOUN
spir-11030	27	26	,	,	PUNCT
spir-11030	27	27	t	t	PROPN
spir-11030	27	28	=	=	PUNCT
spir-11030	27	29	524	524	NUM
spir-11030	27	30	for	for	ADP
spir-11030	27	31	midrange	midrange	NOUN
spir-11030	27	32	and	and	CCONJ
spir-11030	27	33	t	t	NOUN
spir-11030	27	34	=	=	SYM
spir-11030	27	35	541	541	NUM
spir-11030	27	36	for	for	ADP
spir-11030	27	37	overweight	overweight	NOUN
spir-11030	27	38	)	)	PUNCT
spir-11030	27	39	primarily	primarily	ADV
spir-11030	27	40	comprises	comprise	VERB
spir-11030	27	41	‘	'	PUNCT
spir-11030	27	42	selfies	selfie	NOUN
spir-11030	27	43	’	'	PUNCT
spir-11030	27	44	or	or	CCONJ
spir-11030	27	45	portraits	portrait	NOUN
spir-11030	27	46	that	that	PRON
spir-11030	27	47	depict	depict	VERB
spir-11030	27	48	a	a	DET
spir-11030	27	49	significant	significant	ADJ
spir-11030	27	50	portion	portion	NOUN
spir-11030	27	51	of	of	ADP
spir-11030	27	52	a	a	DET
spir-11030	27	53	woman	woman	NOUN
spir-11030	27	54	’s	’s	PART
spir-11030	27	55	body	body	NOUN
spir-11030	27	56	.	.	PUNCT
spir-11030	28	1	we	we	PRON
spir-11030	28	2	should	should	AUX
spir-11030	28	3	arguably	arguably	ADV
spir-11030	28	4	expect	expect	VERB
spir-11030	28	5	the	the	DET
spir-11030	28	6	sampled	sample	VERB
spir-11030	28	7	images	image	NOUN
spir-11030	28	8	to	to	PART
spir-11030	28	9	be	be	AUX
spir-11030	28	10	moderated	moderate	VERB
spir-11030	28	11	alike	alike	ADV
spir-11030	28	12	given	give	VERB
spir-11030	28	13	that	that	SCONJ
spir-11030	28	14	none	none	NOUN
spir-11030	28	15	of	of	ADP
spir-11030	28	16	the	the	DET
spir-11030	28	17	images	image	NOUN
spir-11030	28	18	in	in	ADP
spir-11030	28	19	this	this	DET
spir-11030	28	20	study	study	NOUN
spir-11030	28	21	are	be	AUX
spir-11030	28	22	explicitly	explicitly	ADV
spir-11030	28	23	prohibited	prohibit	VERB
spir-11030	28	24	.	.	PUNCT
spir-11030	29	1	approximately	approximately	ADV
spir-11030	29	2	one	one	NUM
spir-11030	29	3	month	month	NOUN
spir-11030	29	4	after	after	SCONJ
spir-11030	29	5	images	image	NOUN
spir-11030	29	6	were	be	AUX
spir-11030	29	7	collected	collect	VERB
spir-11030	29	8	,	,	PUNCT
spir-11030	29	9	the	the	DET
spir-11030	29	10	availability	availability	NOUN
spir-11030	29	11	of	of	ADP
spir-11030	29	12	each	each	DET
spir-11030	29	13	image	image	NOUN
spir-11030	29	14	was	be	AUX
spir-11030	29	15	tested	test	VERB
spir-11030	29	16	again	again	ADV
spir-11030	29	17	to	to	PART
spir-11030	29	18	determine	determine	VERB
spir-11030	29	19	whether	whether	SCONJ
spir-11030	29	20	it	it	PRON
spir-11030	29	21	had	have	AUX
spir-11030	29	22	been	be	AUX
spir-11030	29	23	removed	remove	VERB
spir-11030	29	24	.	.	PUNCT
spir-11030	30	1	this	this	PRON
spir-11030	30	2	provided	provide	VERB
spir-11030	30	3	a	a	DET
spir-11030	30	4	discrete	discrete	ADJ
spir-11030	30	5	output	output	NOUN
spir-11030	30	6	for	for	ADP
spir-11030	30	7	every	every	DET
spir-11030	30	8	coded	code	VERB
spir-11030	30	9	input	input	NOUN
spir-11030	30	10	.	.	PUNCT
spir-11030	31	1	it	it	PRON
spir-11030	31	2	was	be	AUX
spir-11030	31	3	then	then	ADV
spir-11030	31	4	possible	possible	ADJ
spir-11030	31	5	to	to	PART
spir-11030	31	6	investigate	investigate	VERB
spir-11030	31	7	true	true	ADJ
spir-11030	31	8	negatives	negative	NOUN
spir-11030	31	9	(	(	PUNCT
spir-11030	31	10	images	image	NOUN
spir-11030	31	11	that	that	PRON
spir-11030	31	12	do	do	AUX
spir-11030	31	13	not	not	PART
spir-11030	31	14	appear	appear	VERB
spir-11030	31	15	to	to	PART
spir-11030	31	16	violate	violate	VERB
spir-11030	31	17	instagram	instagram	PROPN
spir-11030	31	18	’s	’s	PART
spir-11030	31	19	policies	policy	NOUN
spir-11030	31	20	and	and	CCONJ
spir-11030	31	21	were	be	AUX
spir-11030	31	22	not	not	PART
spir-11030	31	23	removed	remove	VERB
spir-11030	31	24	)	)	PUNCT
spir-11030	31	25	,	,	PUNCT
spir-11030	31	26	and	and	CCONJ
spir-11030	31	27	potential	potential	ADJ
spir-11030	31	28	false	false	ADJ
spir-11030	31	29	positives	positive	NOUN
spir-11030	31	30	(	(	PUNCT
spir-11030	31	31	images	image	NOUN
spir-11030	31	32	that	that	PRON
spir-11030	31	33	do	do	AUX
spir-11030	31	34	not	not	PART
spir-11030	31	35	appear	appear	VERB
spir-11030	31	36	to	to	PART
spir-11030	31	37	violate	violate	VERB
spir-11030	31	38	instagram	instagram	PROPN
spir-11030	31	39	’s	’s	PART
spir-11030	31	40	policies	policy	NOUN
spir-11030	31	41	and	and	CCONJ
spir-11030	31	42	were	be	AUX
spir-11030	31	43	removed	remove	VERB
spir-11030	31	44	)	)	PUNCT
spir-11030	31	45	,	,	PUNCT
spir-11030	31	46	across	across	ADP
spir-11030	31	47	underweight	underweight	NOUN
spir-11030	31	48	,	,	PUNCT
spir-11030	31	49	mid	mid	ADJ
spir-11030	31	50	-	-	NOUN
spir-11030	31	51	range	range	ADJ
spir-11030	31	52	and	and	CCONJ
spir-11030	31	53	overweight	overweight	ADJ
spir-11030	31	54	categories	category	NOUN
spir-11030	31	55	.	.	PUNCT
spir-11030	32	1	results	result	NOUN
spir-11030	32	2	,	,	PUNCT
spir-11030	32	3	challenges	challenge	NOUN
spir-11030	32	4	and	and	CCONJ
spir-11030	32	5	opportunities	opportunity	NOUN
spir-11030	32	6	3	3	NUM
spir-11030	32	7	overall	overall	ADJ
spir-11030	32	8	,	,	PUNCT
spir-11030	32	9	the	the	DET
spir-11030	32	10	moderation	moderation	NOUN
spir-11030	32	11	of	of	ADP
spir-11030	32	12	images	image	NOUN
spir-11030	32	13	in	in	ADP
spir-11030	32	14	this	this	DET
spir-11030	32	15	paper	paper	NOUN
spir-11030	32	16	was	be	AUX
spir-11030	32	17	inconsistent	inconsistent	ADJ
spir-11030	32	18	.	.	PUNCT
spir-11030	33	1	the	the	DET
spir-11030	33	2	probability	probability	NOUN
spir-11030	33	3	of	of	ADP
spir-11030	33	4	removal	removal	NOUN
spir-11030	33	5	for	for	ADP
spir-11030	33	6	the	the	DET
spir-11030	33	7	underweight	underweight	NOUN
spir-11030	33	8	category	category	NOUN
spir-11030	33	9	is	be	AUX
spir-11030	33	10	24.1	24.1	NUM
spir-11030	33	11	%	%	NOUN
spir-11030	33	12	followed	follow	VERB
spir-11030	33	13	by	by	ADP
spir-11030	33	14	16.9	16.9	NUM
spir-11030	33	15	%	%	NOUN
spir-11030	33	16	for	for	ADP
spir-11030	33	17	mid	mid	NOUN
spir-11030	33	18	-	-	NOUN
spir-11030	33	19	range	range	NOUN
spir-11030	33	20	and	and	CCONJ
spir-11030	33	21	11.4	11.4	NUM
spir-11030	33	22	%	%	NOUN
spir-11030	33	23	for	for	ADP
spir-11030	33	24	overweight	overweight	NOUN
spir-11030	33	25	.	.	PUNCT
spir-11030	34	1	up	up	ADP
spir-11030	34	2	to	to	PART
spir-11030	34	3	22	22	NUM
spir-11030	34	4	%	%	NOUN
spir-11030	34	5	of	of	ADP
spir-11030	34	6	images	image	NOUN
spir-11030	34	7	in	in	ADP
spir-11030	34	8	the	the	DET
spir-11030	34	9	coded	code	VERB
spir-11030	34	10	sample	sample	NOUN
spir-11030	34	11	were	be	AUX
spir-11030	34	12	removed	remove	VERB
spir-11030	34	13	by	by	ADP
spir-11030	34	14	instagram	instagram	PROPN
spir-11030	34	15	or	or	CCONJ
spir-11030	34	16	by	by	ADP
spir-11030	34	17	the	the	DET
spir-11030	34	18	user	user	NOUN
spir-11030	34	19	and	and	CCONJ
spir-11030	34	20	are	be	AUX
spir-11030	34	21	,	,	PUNCT
spir-11030	34	22	therefore	therefore	ADV
spir-11030	34	23	,	,	PUNCT
spir-11030	34	24	potentially	potentially	ADV
spir-11030	34	25	false	false	ADJ
spir-11030	34	26	positives	positive	NOUN
spir-11030	34	27	.	.	PUNCT
spir-11030	35	1	the	the	DET
spir-11030	35	2	results	result	NOUN
spir-11030	35	3	suggest	suggest	VERB
spir-11030	35	4	that	that	SCONJ
spir-11030	35	5	claims	claim	VERB
spir-11030	35	6	that	that	SCONJ
spir-11030	35	7	instagram	instagram	PROPN
spir-11030	35	8	is	be	AUX
spir-11030	35	9	less	less	ADV
spir-11030	35	10	likely	likely	ADJ
spir-11030	35	11	to	to	PART
spir-11030	35	12	remove	remove	VERB
spir-11030	35	13	thin	thin	ADJ
spir-11030	35	14	-	-	PUNCT
spir-11030	35	15	idealised	idealise	VERB
spir-11030	35	16	images	image	NOUN
spir-11030	35	17	could	could	AUX
spir-11030	35	18	be	be	AUX
spir-11030	35	19	overstated	overstate	VERB
spir-11030	35	20	,	,	PUNCT
spir-11030	35	21	but	but	CCONJ
spir-11030	35	22	that	that	SCONJ
spir-11030	35	23	concerns	concern	NOUN
spir-11030	35	24	around	around	ADP
spir-11030	35	25	the	the	DET
spir-11030	35	26	risk	risk	NOUN
spir-11030	35	27	of	of	ADP
spir-11030	35	28	arbitrariness	arbitrariness	NOUN
spir-11030	35	29	and	and	CCONJ
spir-11030	35	30	,	,	PUNCT
spir-11030	35	31	indeed	indeed	ADV
spir-11030	35	32	,	,	PUNCT
spir-11030	35	33	ongoing	ongoing	ADJ
spir-11030	35	34	distrust	distrust	NOUN
spir-11030	35	35	of	of	ADP
spir-11030	35	36	the	the	DET
spir-11030	35	37	platform	platform	NOUN
spir-11030	35	38	among	among	ADP
spir-11030	35	39	users	user	NOUN
spir-11030	35	40	,	,	PUNCT
spir-11030	35	41	might	might	AUX
spir-11030	35	42	not	not	PART
spir-11030	35	43	be	be	AUX
spir-11030	35	44	unfounded	unfounded	ADJ
spir-11030	35	45	.	.	PUNCT
spir-11030	36	1	the	the	DET
spir-11030	36	2	empirical	empirical	ADJ
spir-11030	36	3	results	result	NOUN
spir-11030	36	4	are	be	AUX
spir-11030	36	5	statistically	statistically	ADV
spir-11030	36	6	significant	significant	ADJ
spir-11030	36	7	.	.	PUNCT
spir-11030	37	1	the	the	DET
spir-11030	37	2	results	result	NOUN
spir-11030	37	3	of	of	ADP
spir-11030	37	4	probing	probe	VERB
spir-11030	37	5	the	the	DET
spir-11030	37	6	black	black	ADJ
spir-11030	37	7	box	box	PROPN
spir-11030	37	8	around	around	ADP
spir-11030	37	9	instagram	instagram	PROPN
spir-11030	37	10	’s	’s	PART
spir-11030	37	11	moderation	moderation	NOUN
spir-11030	37	12	processes	process	NOUN
spir-11030	37	13	highlight	highlight	VERB
spir-11030	37	14	a	a	DET
spir-11030	37	15	number	number	NOUN
spir-11030	37	16	of	of	ADP
spir-11030	37	17	complex	complex	ADJ
spir-11030	37	18	methodological	methodological	ADJ
spir-11030	37	19	,	,	PUNCT
spir-11030	37	20	legal	legal	ADJ
spir-11030	37	21	and	and	CCONJ
spir-11030	37	22	ethical	ethical	ADJ
spir-11030	37	23	challenges	challenge	NOUN
spir-11030	37	24	(	(	PUNCT
spir-11030	37	25	highfield	highfield	PROPN
spir-11030	37	26	&	&	CCONJ
spir-11030	37	27	leaver	leaver	PROPN
spir-11030	37	28	,	,	PUNCT
spir-11030	37	29	2016	2016	NUM
spir-11030	37	30	)	)	PUNCT
spir-11030	37	31	.	.	PUNCT
spir-11030	38	1	the	the	DET
spir-11030	38	2	foremost	foremost	ADJ
spir-11030	38	3	methodological	methodological	ADJ
spir-11030	38	4	challenge	challenge	NOUN
spir-11030	38	5	is	be	AUX
spir-11030	38	6	that	that	SCONJ
spir-11030	38	7	automated	automate	VERB
spir-11030	38	8	tools	tool	NOUN
spir-11030	38	9	can	can	AUX
spir-11030	38	10	not	not	PART
spir-11030	38	11	determine	determine	VERB
spir-11030	38	12	whether	whether	SCONJ
spir-11030	38	13	the	the	DET
spir-11030	38	14	platform	platform	NOUN
spir-11030	38	15	or	or	CCONJ
spir-11030	38	16	a	a	DET
spir-11030	38	17	user	user	NOUN
spir-11030	38	18	removed	remove	VERB
spir-11030	38	19	an	an	DET
spir-11030	38	20	image	image	NOUN
spir-11030	38	21	without	without	ADP
spir-11030	38	22	knowledge	knowledge	NOUN
spir-11030	38	23	of	of	ADP
spir-11030	38	24	the	the	DET
spir-11030	38	25	platform	platform	NOUN
spir-11030	38	26	’s	’s	PART
spir-11030	38	27	internal	internal	ADJ
spir-11030	38	28	processes	process	NOUN
spir-11030	38	29	.	.	PUNCT
spir-11030	39	1	this	this	PRON
spir-11030	39	2	means	mean	VERB
spir-11030	39	3	that	that	SCONJ
spir-11030	39	4	this	this	DET
spir-11030	39	5	study	study	NOUN
spir-11030	39	6	,	,	PUNCT
spir-11030	39	7	like	like	ADP
spir-11030	39	8	others	other	NOUN
spir-11030	39	9	,	,	PUNCT
spir-11030	39	10	can	can	AUX
spir-11030	39	11	not	not	PART
spir-11030	39	12	draw	draw	VERB
spir-11030	39	13	definitive	definitive	ADJ
spir-11030	39	14	conclusions	conclusion	NOUN
spir-11030	39	15	about	about	ADP
spir-11030	39	16	why	why	SCONJ
spir-11030	39	17	content	content	NOUN
spir-11030	39	18	was	be	AUX
spir-11030	39	19	removed	remove	VERB
spir-11030	39	20	.	.	PUNCT
spir-11030	40	1	an	an	DET
spir-11030	40	2	added	add	VERB
spir-11030	40	3	complication	complication	NOUN
spir-11030	40	4	is	be	AUX
spir-11030	40	5	that	that	SCONJ
spir-11030	40	6	instagram	instagram	PROPN
spir-11030	40	7	can	can	AUX
spir-11030	40	8	remove	remove	VERB
spir-11030	40	9	images	image	NOUN
spir-11030	40	10	for	for	ADP
spir-11030	40	11	a	a	DET
spir-11030	40	12	number	number	NOUN
spir-11030	40	13	of	of	ADP
spir-11030	40	14	reasons	reason	NOUN
spir-11030	40	15	that	that	PRON
spir-11030	40	16	do	do	AUX
spir-11030	40	17	not	not	PART
spir-11030	40	18	directly	directly	ADV
spir-11030	40	19	relate	relate	VERB
spir-11030	40	20	to	to	ADP
spir-11030	40	21	the	the	DET
spir-11030	40	22	depiction	depiction	NOUN
spir-11030	40	23	of	of	ADP
spir-11030	40	24	women	woman	NOUN
spir-11030	40	25	’s	’s	PART
spir-11030	40	26	bodies	body	NOUN
spir-11030	40	27	,	,	PUNCT
spir-11030	40	28	such	such	ADJ
spir-11030	40	29	as	as	ADP
spir-11030	40	30	copyright	copyright	NOUN
spir-11030	40	31	infringement	infringement	NOUN
spir-11030	40	32	,	,	PUNCT
spir-11030	40	33	and	and	CCONJ
spir-11030	40	34	users	user	NOUN
spir-11030	40	35	might	might	AUX
spir-11030	40	36	choose	choose	VERB
spir-11030	40	37	to	to	PART
spir-11030	40	38	remove	remove	VERB
spir-11030	40	39	their	their	PRON
spir-11030	40	40	content	content	NOUN
spir-11030	40	41	for	for	ADP
spir-11030	40	42	any	any	DET
spir-11030	40	43	number	number	NOUN
spir-11030	40	44	of	of	ADP
spir-11030	40	45	diverse	diverse	ADJ
spir-11030	40	46	reasons	reason	NOUN
spir-11030	40	47	.	.	PUNCT
spir-11030	41	1	there	there	PRON
spir-11030	41	2	is	be	VERB
spir-11030	41	3	also	also	ADV
spir-11030	41	4	legal	legal	ADJ
spir-11030	41	5	uncertainty	uncertainty	NOUN
spir-11030	41	6	,	,	PUNCT
spir-11030	41	7	largely	largely	ADV
spir-11030	41	8	because	because	SCONJ
spir-11030	41	9	the	the	DET
spir-11030	41	10	legality	legality	NOUN
spir-11030	41	11	of	of	ADP
spir-11030	41	12	web	web	NOUN
spir-11030	41	13	scraping	scrape	VERB
spir-11030	41	14	data	datum	NOUN
spir-11030	41	15	remains	remain	VERB
spir-11030	41	16	unclear	unclear	ADJ
spir-11030	41	17	,	,	PUNCT
spir-11030	41	18	and	and	CCONJ
spir-11030	41	19	ethical	ethical	ADJ
spir-11030	41	20	concerns	concern	NOUN
spir-11030	41	21	around	around	ADP
spir-11030	41	22	coding	code	VERB
spir-11030	41	23	images	image	NOUN
spir-11030	41	24	into	into	ADP
spir-11030	41	25	like	like	INTJ
spir-11030	41	26	categories	category	NOUN
spir-11030	41	27	that	that	PRON
spir-11030	41	28	might	might	AUX
spir-11030	41	29	differ	differ	VERB
spir-11030	41	30	in	in	ADP
spir-11030	41	31	terms	term	NOUN
spir-11030	41	32	of	of	ADP
spir-11030	41	33	race	race	NOUN
spir-11030	41	34	,	,	PUNCT
spir-11030	41	35	age	age	NOUN
spir-11030	41	36	,	,	PUNCT
spir-11030	41	37	disability	disability	NOUN
spir-11030	41	38	or	or	CCONJ
spir-11030	41	39	other	other	ADJ
spir-11030	41	40	factors	factor	NOUN
spir-11030	41	41	(	(	PUNCT
spir-11030	41	42	leurs	leur	NOUN
spir-11030	41	43	,	,	PUNCT
spir-11030	41	44	2017	2017	NUM
spir-11030	41	45	)	)	PUNCT
spir-11030	41	46	.	.	PUNCT
spir-11030	42	1	by	by	ADP
spir-11030	42	2	evaluating	evaluate	VERB
spir-11030	42	3	these	these	DET
spir-11030	42	4	methodological	methodological	ADJ
spir-11030	42	5	,	,	PUNCT
spir-11030	42	6	legal	legal	ADJ
spir-11030	42	7	and	and	CCONJ
spir-11030	42	8	ethical	ethical	ADJ
spir-11030	42	9	challenges	challenge	NOUN
spir-11030	42	10	,	,	PUNCT
spir-11030	42	11	among	among	ADP
spir-11030	42	12	others	other	NOUN
spir-11030	42	13	,	,	PUNCT
spir-11030	42	14	we	we	PRON
spir-11030	42	15	can	can	AUX
spir-11030	42	16	better	well	ADV
spir-11030	42	17	assess	assess	VERB
spir-11030	42	18	the	the	DET
spir-11030	42	19	efficacy	efficacy	NOUN
spir-11030	42	20	of	of	ADP
spir-11030	42	21	using	use	VERB
spir-11030	42	22	black	black	ADJ
spir-11030	42	23	box	box	NOUN
spir-11030	42	24	analytics	analytic	NOUN
spir-11030	42	25	and	and	CCONJ
spir-11030	42	26	digital	digital	ADJ
spir-11030	42	27	methods	method	NOUN
spir-11030	42	28	to	to	PART
spir-11030	42	29	examine	examine	VERB
spir-11030	42	30	content	content	NOUN
spir-11030	42	31	moderation	moderation	NOUN
spir-11030	42	32	at	at	ADP
spir-11030	42	33	scale	scale	NOUN
spir-11030	42	34	.	.	PUNCT
spir-11030	43	1	the	the	DET
spir-11030	43	2	methodology	methodology	NOUN
spir-11030	43	3	in	in	ADP
spir-11030	43	4	this	this	DET
spir-11030	43	5	paper	paper	NOUN
spir-11030	43	6	produced	produce	VERB
spir-11030	43	7	a	a	DET
spir-11030	43	8	range	range	NOUN
spir-11030	43	9	of	of	ADP
spir-11030	43	10	empirical	empirical	ADJ
spir-11030	43	11	results	result	NOUN
spir-11030	43	12	about	about	ADP
spir-11030	43	13	the	the	DET
spir-11030	43	14	moderation	moderation	NOUN
spir-11030	43	15	of	of	ADP
spir-11030	43	16	some	some	DET
spir-11030	43	17	images	image	NOUN
spir-11030	43	18	of	of	ADP
spir-11030	43	19	female	female	ADJ
spir-11030	43	20	forms	form	NOUN
spir-11030	43	21	on	on	ADP
spir-11030	43	22	instagram	instagram	PROPN
spir-11030	43	23	and	and	CCONJ
spir-11030	43	24	shone	shine	VERB
spir-11030	43	25	a	a	DET
spir-11030	43	26	spotlight	spotlight	NOUN
spir-11030	43	27	on	on	ADP
spir-11030	43	28	a	a	DET
spir-11030	43	29	complex	complex	ADJ
spir-11030	43	30	regulatory	regulatory	ADJ
spir-11030	43	31	issue	issue	NOUN
spir-11030	43	32	despite	despite	SCONJ
spir-11030	43	33	the	the	DET
spir-11030	43	34	lack	lack	NOUN
spir-11030	43	35	of	of	ADP
spir-11030	43	36	transparent	transparent	ADJ
spir-11030	43	37	information	information	NOUN
spir-11030	43	38	about	about	ADP
spir-11030	43	39	platform	platform	NOUN
spir-11030	43	40	governance	governance	NOUN
spir-11030	43	41	more	more	ADV
spir-11030	43	42	broadly	broadly	ADV
spir-11030	43	43	.	.	PUNCT
spir-11030	44	1	there	there	PRON
spir-11030	44	2	is	be	VERB
spir-11030	44	3	wide	wide	ADJ
spir-11030	44	4	scope	scope	NOUN
spir-11030	44	5	for	for	SCONJ
spir-11030	44	6	researchers	researcher	NOUN
spir-11030	44	7	to	to	PART
spir-11030	44	8	develop	develop	VERB
spir-11030	44	9	and	and	CCONJ
spir-11030	44	10	apply	apply	VERB
spir-11030	44	11	the	the	DET
spir-11030	44	12	proposed	propose	VERB
spir-11030	44	13	methodology	methodology	NOUN
spir-11030	44	14	across	across	ADP
spir-11030	44	15	controversies	controversy	NOUN
spir-11030	44	16	and	and	CCONJ
spir-11030	44	17	platforms	platform	NOUN
spir-11030	44	18	.	.	PUNCT
spir-11030	45	1	doing	do	VERB
spir-11030	45	2	so	so	ADV
spir-11030	45	3	will	will	AUX
spir-11030	45	4	enable	enable	VERB
spir-11030	45	5	researchers	researcher	NOUN
spir-11030	45	6	and	and	CCONJ
spir-11030	45	7	other	other	ADJ
spir-11030	45	8	stakeholders	stakeholder	NOUN
spir-11030	45	9	to	to	PART
spir-11030	45	10	continue	continue	VERB
spir-11030	45	11	the	the	DET
spir-11030	45	12	important	important	ADJ
spir-11030	45	13	work	work	NOUN
spir-11030	45	14	of	of	ADP
spir-11030	45	15	empirically	empirically	ADV
spir-11030	45	16	examining	examine	VERB
spir-11030	45	17	whether	whether	SCONJ
spir-11030	45	18	users	user	NOUN
spir-11030	45	19	can	can	AUX
spir-11030	45	20	trust	trust	VERB
spir-11030	45	21	that	that	SCONJ
spir-11030	45	22	processes	process	NOUN
spir-11030	45	23	for	for	ADP
spir-11030	45	24	moderating	moderate	VERB
spir-11030	45	25	content	content	NOUN
spir-11030	45	26	are	be	AUX
spir-11030	45	27	free	free	ADJ
spir-11030	45	28	from	from	ADP
spir-11030	45	29	potential	potential	ADJ
spir-11030	45	30	arbitrariness	arbitrariness	NOUN
spir-11030	45	31	and	and	CCONJ
spir-11030	45	32	bias	bias	NOUN
spir-11030	45	33	.	.	PUNCT
spir-11030	46	1	references	reference	NOUN
spir-11030	46	2	gillespie	gillespie	PROPN
spir-11030	46	3	,	,	PUNCT
spir-11030	46	4	tarleton	tarleton	PROPN
spir-11030	46	5	.	.	PUNCT
spir-11030	47	1	(	(	PUNCT
spir-11030	47	2	2018	2018	NUM
spir-11030	47	3	)	)	PUNCT
spir-11030	47	4	.	.	PUNCT
spir-11030	48	1	custodians	custodian	NOUN
spir-11030	48	2	of	of	ADP
spir-11030	48	3	the	the	DET
spir-11030	48	4	internet	internet	NOUN
spir-11030	48	5	:	:	PUNCT
spir-11030	48	6	platforms	platform	NOUN
spir-11030	48	7	,	,	PUNCT
spir-11030	48	8	content	content	NOUN
spir-11030	48	9	moderation	moderation	NOUN
spir-11030	48	10	,	,	PUNCT
spir-11030	48	11	and	and	CCONJ
spir-11030	48	12	the	the	DET
spir-11030	48	13	hidden	hide	VERB
spir-11030	48	14	decisions	decision	NOUN
spir-11030	48	15	that	that	PRON
spir-11030	48	16	shape	shape	VERB
spir-11030	48	17	social	social	ADJ
spir-11030	48	18	media	medium	NOUN
spir-11030	48	19	.	.	PUNCT
spir-11030	49	1	connecticut	connecticut	PROPN
spir-11030	49	2	,	,	PUNCT
spir-11030	49	3	united	united	PROPN
spir-11030	49	4	states	states	PROPN
spir-11030	49	5	:	:	PUNCT
spir-11030	49	6	yale	yale	PROPN
spir-11030	49	7	university	university	PROPN
spir-11030	49	8	press	press	NOUN
spir-11030	49	9	.	.	PUNCT
spir-11030	50	1	highfield	highfield	PROPN
spir-11030	50	2	,	,	PUNCT
spir-11030	50	3	tim	tim	PROPN
spir-11030	50	4	and	and	CCONJ
spir-11030	50	5	tama	tama	NOUN
spir-11030	50	6	leaver	leaver	NOUN
spir-11030	50	7	.	.	PUNCT
spir-11030	51	1	(	(	PUNCT
spir-11030	51	2	2016	2016	NUM
spir-11030	51	3	)	)	PUNCT
spir-11030	51	4	.	.	PUNCT
spir-11030	52	1	instagrammatics	instagrammatic	NOUN
spir-11030	52	2	and	and	CCONJ
spir-11030	52	3	digital	digital	ADJ
spir-11030	52	4	methods	method	NOUN
spir-11030	52	5	:	:	PUNCT
spir-11030	52	6	studying	study	VERB
spir-11030	52	7	visual	visual	ADJ
spir-11030	52	8	social	social	ADJ
spir-11030	52	9	media	medium	NOUN
spir-11030	52	10	,	,	PUNCT
spir-11030	52	11	from	from	ADP
spir-11030	52	12	selfies	selfie	NOUN
spir-11030	52	13	and	and	CCONJ
spir-11030	52	14	gifs	gif	NOUN
spir-11030	52	15	to	to	ADP
spir-11030	52	16	memes	meme	NOUN
spir-11030	52	17	and	and	CCONJ
spir-11030	52	18	emoji	emoji	PROPN
spir-11030	52	19	.	.	PUNCT
spir-11030	53	1	communication	communication	NOUN
spir-11030	53	2	research	research	NOUN
spir-11030	53	3	and	and	CCONJ
spir-11030	53	4	practice	practice	NOUN
spir-11030	53	5	,	,	PUNCT
spir-11030	53	6	2(1	2(1	NUM
spir-11030	53	7	)	)	PUNCT
spir-11030	53	8	,	,	PUNCT
spir-11030	53	9	47	47	NUM
spir-11030	53	10	4	4	NUM
spir-11030	53	11	instagram	instagram	NOUN
spir-11030	53	12	.	.	PUNCT
spir-11030	54	1	(	(	PUNCT
spir-11030	54	2	2019	2019	NUM
spir-11030	54	3	,	,	PUNCT
spir-11030	54	4	february	february	PROPN
spir-11030	54	5	8)	8)	NUM
spir-11030	54	6	.	.	PUNCT
spir-11030	55	1	platform	platform	NOUN
spir-11030	55	2	policy	policy	NOUN
spir-11030	55	3	.	.	PUNCT
spir-11030	56	1	about	about	ADP
spir-11030	56	2	us	we	PRON
spir-11030	56	3	.	.	PUNCT
spir-11030	57	1	retrieved	retrieve	VERB
spir-11030	57	2	from	from	ADP
spir-11030	57	3	https://www.instagram.com/about/legal/terms/api/	https://www.instagram.com/about/legal/terms/api/	NUM
spir-11030	57	4	leurs	leur	NOUN
spir-11030	57	5	,	,	PUNCT
spir-11030	57	6	koen	koen	PROPN
spir-11030	57	7	.	.	PUNCT
spir-11030	58	1	(	(	PUNCT
spir-11030	58	2	2017	2017	NUM
spir-11030	58	3	)	)	PUNCT
spir-11030	58	4	.	.	PUNCT
spir-11030	59	1	feminist	feminist	PROPN
spir-11030	59	2	data	data	PROPN
spir-11030	59	3	studies	study	NOUN
spir-11030	59	4	:	:	PUNCT
spir-11030	59	5	using	use	VERB
spir-11030	59	6	digital	digital	ADJ
spir-11030	59	7	methods	method	NOUN
spir-11030	59	8	for	for	ADP
spir-11030	59	9	ethical	ethical	ADJ
spir-11030	59	10	,	,	PUNCT
spir-11030	59	11	reflexive	reflexive	ADJ
spir-11030	59	12	and	and	CCONJ
spir-11030	59	13	situated	situated	ADJ
spir-11030	59	14	socio	socio	NOUN
spir-11030	59	15	-	-	PUNCT
spir-11030	59	16	cultural	cultural	ADJ
spir-11030	59	17	research	research	NOUN
spir-11030	59	18	.	.	PUNCT
spir-11030	60	1	feminist	feminist	PROPN
spir-11030	60	2	review	review	PROPN
spir-11030	60	3	,	,	PUNCT
spir-11030	60	4	115	115	NUM
spir-11030	60	5	,	,	PUNCT
spir-11030	60	6	130	130	NUM
spir-11030	60	7	onlinecensorship	onlinecensorship	NOUN
spir-11030	60	8	.	.	PUNCT
spir-11030	61	1	(	(	PUNCT
spir-11030	61	2	2018	2018	NUM
spir-11030	61	3	,	,	PUNCT
spir-11030	61	4	1	1	NUM
spir-11030	61	5	may	may	NOUN
spir-11030	61	6	)	)	PUNCT
spir-11030	61	7	.	.	PUNCT
spir-11030	62	1	a	a	DET
spir-11030	62	2	resource	resource	NOUN
spir-11030	62	3	kit	kit	NOUN
spir-11030	62	4	for	for	ADP
spir-11030	62	5	journalists	journalist	NOUN
spir-11030	62	6	,	,	PUNCT
spir-11030	62	7	[	[	X
spir-11030	62	8	instagram	instagram	X
spir-11030	62	9	]	]	X
spir-11030	62	10	.	.	PUNCT
spir-11030	63	1	onlinecensorship.org	onlinecensorship.org	X
spir-11030	63	2	.	.	PUNCT
spir-11030	63	3	retrieved	retrieve	VERB
spir-11030	63	4	from	from	ADP
spir-11030	63	5	https://onlinecensorship.org/content/a-resourcekit-for-journalists	https://onlinecensorship.org/content/a-resourcekit-for-journalist	NOUN
spir-11030	63	6	pasquale	pasquale	NOUN
spir-11030	63	7	,	,	PUNCT
spir-11030	63	8	frank	frank	PROPN
spir-11030	63	9	.	.	PUNCT
spir-11030	64	1	(	(	PUNCT
spir-11030	64	2	2011	2011	NUM
spir-11030	64	3	)	)	PUNCT
spir-11030	64	4	.	.	PUNCT
spir-11030	65	1	restoring	restore	VERB
spir-11030	65	2	transparency	transparency	NOUN
spir-11030	65	3	to	to	ADP
spir-11030	65	4	automated	automate	VERB
spir-11030	65	5	authority	authority	NOUN
spir-11030	65	6	.	.	PUNCT
spir-11030	66	1	journal	journal	PROPN
spir-11030	66	2	on	on	ADP
spir-11030	66	3	telecommunications	telecommunication	NOUN
spir-11030	66	4	and	and	CCONJ
spir-11030	66	5	high	high	ADJ
spir-11030	66	6	technology	technology	NOUN
spir-11030	66	7	law	law	NOUN
spir-11030	66	8	9	9	NUM
spir-11030	66	9	,	,	PUNCT
spir-11030	66	10	235	235	NUM
spir-11030	66	11	perel	perel	NOUN
spir-11030	66	12	,	,	PUNCT
spir-11030	66	13	maayan	maayan	ADJ
spir-11030	66	14	and	and	CCONJ
spir-11030	66	15	niva	niva	PROPN
spir-11030	66	16	elkin	elkin	PROPN
spir-11030	66	17	-	-	PUNCT
spir-11030	66	18	koren	koren	PROPN
spir-11030	66	19	.	.	PUNCT
spir-11030	67	1	(	(	PUNCT
spir-11030	67	2	2017	2017	NUM
spir-11030	67	3	)	)	PUNCT
spir-11030	67	4	.	.	PUNCT
spir-11030	68	1	black	black	PROPN
spir-11030	68	2	box	box	PROPN
spir-11030	68	3	tinkering	tinker	VERB
spir-11030	68	4	:	:	PUNCT
spir-11030	68	5	beyond	beyond	ADP
spir-11030	68	6	transparency	transparency	NOUN
spir-11030	68	7	in	in	ADP
spir-11030	68	8	algorithmic	algorithmic	ADJ
spir-11030	68	9	enforcement	enforcement	NOUN
spir-11030	68	10	.	.	PUNCT
spir-11030	69	1	florida	florida	PROPN
spir-11030	69	2	law	law	PROPN
spir-11030	69	3	review	review	PROPN
spir-11030	69	4	,	,	PUNCT
spir-11030	69	5	69	69	NUM
spir-11030	69	6	,	,	PUNCT
spir-11030	69	7	181	181	NUM
spir-11030	69	8	-	-	SYM
spir-11030	69	9	221	221	NUM
spir-11030	69	10	.	.	PUNCT
spir-11030	70	1	sarah	sarah	PROPN
spir-11030	70	2	myers	myers	PROPN
spir-11030	70	3	west	west	PROPN
spir-11030	70	4	.	.	PUNCT
spir-11030	71	1	(	(	PUNCT
spir-11030	71	2	2015	2015	NUM
spir-11030	71	3	,	,	PUNCT
spir-11030	71	4	november	november	PROPN
spir-11030	71	5	18	18	NUM
spir-11030	71	6	)	)	PUNCT
spir-11030	71	7	.	.	PUNCT
spir-11030	72	1	facebook	facebook	PROPN
spir-11030	72	2	’s	’s	PART
spir-11030	72	3	guide	guide	NOUN
spir-11030	72	4	to	to	ADP
spir-11030	72	5	being	be	AUX
spir-11030	72	6	a	a	DET
spir-11030	72	7	lady	lady	NOUN
spir-11030	72	8	.	.	PUNCT
spir-11030	73	1	onlinecensorship.org	onlinecensorship.org	X
spir-11030	73	2	.	.	PUNCT
spir-11030	73	3	retrieved	retrieve	VERB
spir-11030	73	4	from	from	ADP
spir-11030	73	5	https://www.onlinecensorship.org/en/news-andanalysis/15	https://www.onlinecensorship.org/en/news-andanalysis/15	PROPN
spir-11030	73	6	suzor	suzor	NOUN
spir-11030	73	7	,	,	PUNCT
spir-11030	73	8	n.	n.	NOUN
spir-11030	73	9	(	(	PUNCT
spir-11030	73	10	2018	2018	NUM
spir-11030	73	11	)	)	PUNCT
spir-11030	73	12	.	.	PUNCT
spir-11030	74	1	digital	digital	ADJ
spir-11030	74	2	constitutionalism	constitutionalism	NOUN
spir-11030	74	3	:	:	PUNCT
spir-11030	74	4	using	use	VERB
spir-11030	74	5	the	the	DET
spir-11030	74	6	rule	rule	NOUN
spir-11030	74	7	of	of	ADP
spir-11030	74	8	law	law	NOUN
spir-11030	74	9	to	to	PART
spir-11030	74	10	evaluate	evaluate	VERB
spir-11030	74	11	the	the	DET
spir-11030	74	12	legitimacy	legitimacy	NOUN
spir-11030	74	13	of	of	ADP
spir-11030	74	14	governance	governance	NOUN
spir-11030	74	15	by	by	ADP
spir-11030	74	16	platforms	platform	NOUN
spir-11030	74	17	.	.	PUNCT
spir-11030	75	1	social	social	ADJ
spir-11030	75	2	media	medium	NOUN
spir-11030	75	3	+	+	CCONJ
spir-11030	75	4	society	society	NOUN
spir-11030	75	5	,	,	PUNCT
spir-11030	75	6	4(3	4(3	NUM
spir-11030	75	7	)	)	PUNCT
spir-11030	75	8	,	,	PUNCT
spir-11030	75	9	1	1	X
spir-11030	75	10	.	.	X
spir-11030	75	11	swami	swami	PROPN
spir-11030	75	12	,	,	PUNCT
spir-11030	75	13	viren	viren	PROPN
spir-11030	75	14	et	et	PROPN
spir-11030	75	15	al	al	PROPN
spir-11030	75	16	(	(	PUNCT
spir-11030	75	17	2012	2012	NUM
spir-11030	75	18	)	)	PUNCT
spir-11030	75	19	.	.	PUNCT
spir-11030	76	1	further	further	ADJ
spir-11030	76	2	investigation	investigation	NOUN
spir-11030	76	3	of	of	ADP
spir-11030	76	4	the	the	DET
spir-11030	76	5	validity	validity	NOUN
spir-11030	76	6	and	and	CCONJ
spir-11030	76	7	reliability	reliability	NOUN
spir-11030	76	8	of	of	ADP
spir-11030	76	9	the	the	DET
spir-11030	76	10	photographic	photographic	ADJ
spir-11030	76	11	figure	figure	NOUN
spir-11030	76	12	rating	rating	NOUN
spir-11030	76	13	scale	scale	NOUN
spir-11030	76	14	for	for	ADP
spir-11030	76	15	body	body	NOUN
spir-11030	76	16	image	image	NOUN
spir-11030	76	17	assessment	assessment	NOUN
spir-11030	76	18	.	.	PUNCT
spir-11030	77	1	journal	journal	NOUN
spir-11030	77	2	of	of	ADP
spir-11030	77	3	personality	personality	NOUN
spir-11030	77	4	assessment	assessment	NOUN
spir-11030	77	5	,	,	PUNCT
spir-11030	77	6	94(4	94(4	NUM
spir-11030	77	7	)	)	PUNCT
spir-11030	77	8	,	,	PUNCT
spir-11030	77	9	404	404	NUM
spir-11030	77	10	.	.	PUNCT
spir-11030	78	1	katz	katz	PROPN
spir-11030	78	2	,	,	PUNCT
spir-11030	78	3	evan	evan	PROPN
spir-11030	78	4	ross	ross	PROPN
spir-11030	78	5	.	.	PUNCT
spir-11030	79	1	(	(	PUNCT
spir-11030	79	2	2017	2017	NUM
spir-11030	79	3	,	,	PUNCT
spir-11030	79	4	august	august	PROPN
spir-11030	79	5	31	31	NUM
spir-11030	79	6	)	)	PUNCT
spir-11030	79	7	.	.	PUNCT
spir-11030	80	1	how	how	SCONJ
spir-11030	80	2	instagram	instagram	PROPN
spir-11030	80	3	helped	help	VERB
spir-11030	80	4	democratise	democratise	VERB
spir-11030	80	5	beauty	beauty	NOUN
spir-11030	80	6	.	.	PUNCT
spir-11030	81	1	mic	mic	ADJ
spir-11030	81	2	.	.	PUNCT
spir-11030	82	1	retrieved	retrieve	VERB
spir-11030	82	2	from	from	ADP
spir-11030	82	3	https://mic.com/articles/184143/how-instagram-helped-democratizebeauty#.vhvfc5jel	https://mic.com/articles/184143/how-instagram-helped-democratizebeauty#.vhvfc5jel	NOUN