id	sid	tid	token	lemma	pos
spir-13435	1	1	selected	select	VERB
spir-13435	1	2	papers	paper	NOUN
spir-13435	1	3	of	of	ADP
spir-13435	1	4	#	#	SYM
spir-13435	1	5	aoir2023	aoir2023	PROPN
spir-13435	1	6	:	:	PUNCT
spir-13435	1	7	the	the	DET
spir-13435	1	8	24th	24th	ADJ
spir-13435	1	9	annual	annual	ADJ
spir-13435	1	10	conference	conference	NOUN
spir-13435	1	11	of	of	ADP
spir-13435	1	12	the	the	DET
spir-13435	1	13	association	association	NOUN
spir-13435	1	14	of	of	ADP
spir-13435	1	15	internet	internet	NOUN
spir-13435	1	16	researchers	researcher	NOUN
spir-13435	1	17	philadelphia	philadelphia	PROPN
spir-13435	1	18	,	,	PUNCT
spir-13435	1	19	pa	pa	PROPN
spir-13435	1	20	,	,	PUNCT
spir-13435	1	21	usa	usa	PROPN
spir-13435	1	22	/	/	SYM
spir-13435	1	23	18	18	NUM
spir-13435	1	24	-	-	SYM
spir-13435	1	25	21	21	NUM
spir-13435	1	26	oct	oct	PROPN
spir-13435	1	27	2023	2023	NUM
spir-13435	1	28	suggested	suggest	VERB
spir-13435	1	29	citation	citation	NOUN
spir-13435	1	30	(	(	PUNCT
spir-13435	1	31	apa	apa	PROPN
spir-13435	1	32	):	):	PUNCT
spir-13435	1	33	kerby	kerby	PROPN
spir-13435	1	34	,	,	PUNCT
spir-13435	1	35	n.	n.	NOUN
spir-13435	1	36	,	,	PUNCT
spir-13435	1	37	schueler	schueler	NOUN
spir-13435	1	38	,	,	PUNCT
spir-13435	1	39	m.	m.	NOUN
spir-13435	1	40	,	,	PUNCT
spir-13435	1	41	romano	romano	NOUN
spir-13435	1	42	,	,	PUNCT
spir-13435	1	43	s.	s.	PROPN
spir-13435	1	44	,	,	PUNCT
spir-13435	1	45	and	and	CCONJ
spir-13435	1	46	beraldo	beraldo	NOUN
spir-13435	1	47	,	,	PUNCT
spir-13435	1	48	d.	d.	PROPN
spir-13435	1	49	(	(	PUNCT
spir-13435	1	50	2023	2023	NUM
spir-13435	1	51	,	,	PUNCT
spir-13435	1	52	october	october	PROPN
spir-13435	1	53	)	)	PUNCT
spir-13435	1	54	.	.	PUNCT
spir-13435	2	1	the	the	DET
spir-13435	2	2	world	world	NOUN
spir-13435	2	3	according	accord	VERB
spir-13435	2	4	to	to	ADP
spir-13435	2	5	tiktok	tiktok	NOUN
spir-13435	2	6	.	.	PUNCT
spir-13435	3	1	paper	paper	NOUN
spir-13435	3	2	presented	present	VERB
spir-13435	3	3	at	at	ADP
spir-13435	3	4	aoir2023	aoir2023	PROPN
spir-13435	3	5	:	:	PUNCT
spir-13435	3	6	the	the	DET
spir-13435	3	7	24th	24th	ADJ
spir-13435	3	8	annual	annual	ADJ
spir-13435	3	9	conference	conference	NOUN
spir-13435	3	10	of	of	ADP
spir-13435	3	11	the	the	DET
spir-13435	3	12	association	association	NOUN
spir-13435	3	13	of	of	ADP
spir-13435	3	14	internet	internet	NOUN
spir-13435	3	15	researchers	researcher	NOUN
spir-13435	3	16	.	.	PUNCT
spir-13435	4	1	philadelphia	philadelphia	PROPN
spir-13435	4	2	,	,	PUNCT
spir-13435	4	3	pa	pa	PROPN
spir-13435	4	4	,	,	PUNCT
spir-13435	4	5	usa	usa	PROPN
spir-13435	4	6	:	:	PUNCT
spir-13435	4	7	aoir	aoir	NOUN
spir-13435	4	8	.	.	PUNCT
spir-13435	4	9	retrieved	retrieve	VERB
spir-13435	4	10	from	from	ADP
spir-13435	4	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13435	4	12	.	.	PUNCT
spir-13435	5	1	the	the	DET
spir-13435	5	2	world	world	NOUN
spir-13435	5	3	according	accord	VERB
spir-13435	5	4	to	to	ADP
spir-13435	5	5	tiktok	tiktok	NOUN
spir-13435	5	6	:	:	PUNCT
spir-13435	5	7	an	an	DET
spir-13435	5	8	observatory	observatory	NOUN
spir-13435	5	9	on	on	ADP
spir-13435	5	10	cross	cross	ADJ
spir-13435	5	11	-	-	ADJ
spir-13435	5	12	national	national	ADJ
spir-13435	5	13	content	content	NOUN
spir-13435	5	14	prioritization	prioritization	NOUN
spir-13435	5	15	and	and	CCONJ
spir-13435	5	16	platformmediated	platformmediate	VERB
spir-13435	5	17	proximities	proximity	NOUN
spir-13435	5	18	natalie	natalie	PROPN
spir-13435	5	19	kerby	kerby	PROPN
spir-13435	5	20	ai	ai	VERB
spir-13435	5	21	forensics	forensic	NOUN
spir-13435	5	22	miazia	miazia	PROPN
spir-13435	5	23	schueler	schueler	PROPN
spir-13435	5	24	ai	ai	VERB
spir-13435	5	25	forensics	forensic	NOUN
spir-13435	5	26	salvatore	salvatore	PROPN
spir-13435	5	27	romano	romano	PROPN
spir-13435	5	28	ai	ai	PROPN
spir-13435	5	29	forensics	forensics	PROPN
spir-13435	5	30	davide	davide	PROPN
spir-13435	5	31	beraldo	beraldo	PROPN
spir-13435	5	32	university	university	PROPN
spir-13435	5	33	of	of	ADP
spir-13435	5	34	amsterdam	amsterdam	PROPN
spir-13435	5	35	the	the	DET
spir-13435	5	36	present	present	ADJ
spir-13435	5	37	paper	paper	NOUN
spir-13435	5	38	contributes	contribute	VERB
spir-13435	5	39	to	to	ADP
spir-13435	5	40	the	the	DET
spir-13435	5	41	field	field	NOUN
spir-13435	5	42	of	of	ADP
spir-13435	5	43	critical	critical	ADJ
spir-13435	5	44	platform	platform	NOUN
spir-13435	5	45	studies	study	NOUN
spir-13435	5	46	by	by	ADP
spir-13435	5	47	:	:	PUNCT
spir-13435	5	48	a	a	X
spir-13435	5	49	)	)	PUNCT
spir-13435	5	50	showcasing	showcase	VERB
spir-13435	5	51	a	a	DET
spir-13435	5	52	research	research	NOUN
spir-13435	5	53	tool	tool	NOUN
spir-13435	5	54	which	which	PRON
spir-13435	5	55	allows	allow	VERB
spir-13435	5	56	the	the	DET
spir-13435	5	57	research	research	NOUN
spir-13435	5	58	community	community	NOUN
spir-13435	5	59	to	to	PART
spir-13435	5	60	replicate	replicate	VERB
spir-13435	5	61	our	our	PRON
spir-13435	5	62	methodological	methodological	ADJ
spir-13435	5	63	framework	framework	NOUN
spir-13435	5	64	;	;	PUNCT
spir-13435	5	65	b	b	X
spir-13435	5	66	)	)	PUNCT
spir-13435	5	67	presenting	present	VERB
spir-13435	5	68	the	the	DET
spir-13435	5	69	outcome	outcome	NOUN
spir-13435	5	70	of	of	ADP
spir-13435	5	71	the	the	DET
spir-13435	5	72	analysis	analysis	NOUN
spir-13435	5	73	of	of	ADP
spir-13435	5	74	global	global	ADJ
spir-13435	5	75	and	and	CCONJ
spir-13435	5	76	geographical	geographical	ADJ
spir-13435	5	77	patterns	pattern	NOUN
spir-13435	5	78	of	of	ADP
spir-13435	5	79	content	content	NOUN
spir-13435	5	80	promotion	promotion	NOUN
spir-13435	5	81	on	on	ADP
spir-13435	5	82	tiktok	tiktok	NOUN
spir-13435	5	83	;	;	PUNCT
spir-13435	5	84	c	c	X
spir-13435	5	85	)	)	PUNCT
spir-13435	5	86	developing	develop	VERB
spir-13435	5	87	and	and	CCONJ
spir-13435	5	88	operationalizing	operationalize	VERB
spir-13435	5	89	the	the	DET
spir-13435	5	90	notion	notion	NOUN
spir-13435	5	91	of	of	ADP
spir-13435	5	92	‘	'	PUNCT
spir-13435	5	93	platform	platform	NOUN
spir-13435	5	94	-	-	PUNCT
spir-13435	5	95	mediated	mediate	VERB
spir-13435	5	96	proximity	proximity	NOUN
spir-13435	5	97	,	,	PUNCT
spir-13435	5	98	’	'	PUNCT
spir-13435	5	99	which	which	PRON
spir-13435	5	100	emerges	emerge	VERB
spir-13435	5	101	from	from	ADP
spir-13435	5	102	this	this	DET
spir-13435	5	103	type	type	NOUN
spir-13435	5	104	of	of	ADP
spir-13435	5	105	data	datum	NOUN
spir-13435	5	106	and	and	CCONJ
spir-13435	5	107	analysis	analysis	NOUN
spir-13435	5	108	.	.	PUNCT
spir-13435	6	1	cross	cross	ADJ
spir-13435	6	2	-	-	ADJ
spir-13435	6	3	national	national	ADJ
spir-13435	6	4	analysis	analysis	NOUN
spir-13435	6	5	of	of	ADP
spir-13435	6	6	tiktok	tiktok	ADJ
spir-13435	6	7	content	content	NOUN
spir-13435	6	8	prioritization	prioritization	NOUN
spir-13435	6	9	tiktok	tiktok	NOUN
spir-13435	6	10	’s	’s	PART
spir-13435	6	11	main	main	ADJ
spir-13435	6	12	access	access	NOUN
spir-13435	6	13	point	point	NOUN
spir-13435	6	14	to	to	ADP
spir-13435	6	15	content	content	NOUN
spir-13435	6	16	is	be	AUX
spir-13435	6	17	its	its	PRON
spir-13435	6	18	for	for	ADP
spir-13435	6	19	you	you	PRON
spir-13435	6	20	page	page	NOUN
spir-13435	6	21	(	(	PUNCT
spir-13435	6	22	fyp	fyp	NOUN
spir-13435	6	23	)	)	PUNCT
spir-13435	6	24	,	,	PUNCT
spir-13435	6	25	a	a	DET
spir-13435	6	26	continuous	continuous	ADJ
spir-13435	6	27	feed	feed	NOUN
spir-13435	6	28	of	of	ADP
spir-13435	6	29	content	content	NOUN
spir-13435	6	30	that	that	PRON
spir-13435	6	31	is	be	AUX
spir-13435	6	32	algorithmically	algorithmically	ADV
spir-13435	6	33	curated	curate	VERB
spir-13435	6	34	by	by	ADP
spir-13435	6	35	the	the	DET
spir-13435	6	36	platform	platform	NOUN
spir-13435	6	37	’s	’s	PART
spir-13435	6	38	recommendation	recommendation	NOUN
spir-13435	6	39	system	system	NOUN
spir-13435	6	40	(	(	PUNCT
spir-13435	6	41	tiktok	tiktok	NOUN
spir-13435	6	42	2019	2019	NUM
spir-13435	6	43	)	)	PUNCT
spir-13435	6	44	.	.	PUNCT
spir-13435	7	1	this	this	DET
spir-13435	7	2	recommendation	recommendation	NOUN
spir-13435	7	3	system	system	NOUN
spir-13435	7	4	is	be	AUX
spir-13435	7	5	based	base	VERB
spir-13435	7	6	on	on	ADP
spir-13435	7	7	a	a	DET
spir-13435	7	8	combination	combination	NOUN
spir-13435	7	9	of	of	ADP
spir-13435	7	10	factors	factor	NOUN
spir-13435	7	11	,	,	PUNCT
spir-13435	7	12	such	such	ADJ
spir-13435	7	13	as	as	ADP
spir-13435	7	14	inferred	infer	VERB
spir-13435	7	15	user	user	NOUN
spir-13435	7	16	interests	interest	NOUN
spir-13435	7	17	and	and	CCONJ
spir-13435	7	18	interactions	interaction	NOUN
spir-13435	7	19	,	,	PUNCT
spir-13435	7	20	video	video	NOUN
spir-13435	7	21	information	information	NOUN
spir-13435	7	22	,	,	PUNCT
spir-13435	7	23	device	device	NOUN
spir-13435	7	24	and	and	CCONJ
spir-13435	7	25	account	account	NOUN
spir-13435	7	26	settings	setting	NOUN
spir-13435	7	27	,	,	PUNCT
spir-13435	7	28	as	as	ADV
spir-13435	7	29	well	well	ADV
spir-13435	7	30	as	as	ADP
spir-13435	7	31	,	,	PUNCT
spir-13435	7	32	importantly	importantly	ADV
spir-13435	7	33	here	here	ADV
spir-13435	7	34	,	,	PUNCT
spir-13435	7	35	the	the	DET
spir-13435	7	36	device	device	NOUN
spir-13435	7	37	’s	’s	PART
spir-13435	7	38	geographical	geographical	ADJ
spir-13435	7	39	location	location	NOUN
spir-13435	7	40	(	(	PUNCT
spir-13435	7	41	tiktok	tiktok	NOUN
spir-13435	7	42	2019	2019	NUM
spir-13435	7	43	)	)	PUNCT
spir-13435	7	44	.	.	PUNCT
spir-13435	8	1	despite	despite	SCONJ
spir-13435	8	2	affording	afford	VERB
spir-13435	8	3	global	global	ADJ
spir-13435	8	4	connectivity	connectivity	NOUN
spir-13435	8	5	beyond	beyond	ADP
spir-13435	8	6	local	local	ADJ
spir-13435	8	7	and	and	CCONJ
spir-13435	8	8	cultural	cultural	ADJ
spir-13435	8	9	barriers	barrier	NOUN
spir-13435	8	10	,	,	PUNCT
spir-13435	8	11	indeed	indeed	ADV
spir-13435	8	12	,	,	PUNCT
spir-13435	8	13	platforms	platform	NOUN
spir-13435	8	14	’	'	PUNCT
spir-13435	8	15	ecosystem	ecosystem	NOUN
spir-13435	8	16	are	be	AUX
spir-13435	8	17	highly	highly	ADV
spir-13435	8	18	reactive	reactive	ADJ
spir-13435	8	19	to	to	ADP
spir-13435	8	20	local	local	ADJ
spir-13435	8	21	conditions	condition	NOUN
spir-13435	8	22	and	and	CCONJ
spir-13435	8	23	cultural	cultural	ADJ
spir-13435	8	24	boundaries	boundary	NOUN
spir-13435	8	25	(	(	PUNCT
spir-13435	8	26	rogers	rogers	PROPN
spir-13435	8	27	2019	2019	NUM
spir-13435	8	28	)	)	PUNCT
spir-13435	8	29	.	.	PUNCT
spir-13435	9	1	furthermore	furthermore	ADV
spir-13435	9	2	,	,	PUNCT
spir-13435	9	3	growing	grow	VERB
spir-13435	9	4	concerns	concern	NOUN
spir-13435	9	5	are	be	AUX
spir-13435	9	6	emerging	emerge	VERB
spir-13435	9	7	around	around	ADP
spir-13435	9	8	the	the	DET
spir-13435	9	9	rise	rise	NOUN
spir-13435	9	10	of	of	ADP
spir-13435	9	11	a	a	DET
spir-13435	9	12	‘	'	PUNCT
spir-13435	9	13	splinternet	splinternet	NOUN
spir-13435	9	14	,	,	PUNCT
spir-13435	9	15	’	'	PUNCT
spir-13435	9	16	where	where	SCONJ
spir-13435	9	17	national	national	ADJ
spir-13435	9	18	borders	border	NOUN
spir-13435	9	19	are	be	AUX
spir-13435	9	20	impressed	impressed	ADJ
spir-13435	9	21	over	over	ADP
spir-13435	9	22	an	an	DET
spir-13435	9	23	infrastructure	infrastructure	NOUN
spir-13435	9	24	that	that	PRON
spir-13435	9	25	used	use	VERB
spir-13435	9	26	to	to	PART
spir-13435	9	27	hold	hold	VERB
spir-13435	9	28	a	a	DET
spir-13435	9	29	promise	promise	NOUN
spir-13435	9	30	of	of	ADP
spir-13435	9	31	universality	universality	NOUN
spir-13435	9	32	(	(	PUNCT
spir-13435	9	33	lemley	lemley	NOUN
spir-13435	9	34	2020	2020	NUM
spir-13435	9	35	)	)	PUNCT
spir-13435	9	36	.	.	PUNCT
spir-13435	10	1	governments	government	NOUN
spir-13435	10	2	,	,	PUNCT
spir-13435	10	3	as	as	ADV
spir-13435	10	4	well	well	ADV
spir-13435	10	5	as	as	ADP
spir-13435	10	6	private	private	ADJ
spir-13435	10	7	platforms	platform	NOUN
spir-13435	10	8	,	,	PUNCT
spir-13435	10	9	are	be	AUX
spir-13435	10	10	nowadays	nowadays	ADV
spir-13435	10	11	intervening	intervene	VERB
spir-13435	10	12	at	at	ADP
spir-13435	10	13	legal	legal	ADJ
spir-13435	10	14	,	,	PUNCT
spir-13435	10	15	commercial	commercial	ADJ
spir-13435	10	16	,	,	PUNCT
spir-13435	10	17	and	and	CCONJ
spir-13435	10	18	infrastructural	infrastructural	ADJ
spir-13435	10	19	levels	level	NOUN
spir-13435	10	20	to	to	PART
spir-13435	10	21	re	re	VERB
spir-13435	10	22	-	-	VERB
spir-13435	10	23	instantiate	instantiate	ADJ
spir-13435	10	24	control	control	NOUN
spir-13435	10	25	over	over	ADP
spir-13435	10	26	information	information	NOUN
spir-13435	10	27	diffusion	diffusion	NOUN
spir-13435	10	28	(	(	PUNCT
spir-13435	10	29	vendil	vendil	NOUN
spir-13435	10	30	pallin	pallin	PROPN
spir-13435	10	31	2017	2017	NUM
spir-13435	10	32	)	)	PUNCT
spir-13435	10	33	.	.	PUNCT
spir-13435	11	1	especially	especially	ADV
spir-13435	11	2	globally	globally	ADV
spir-13435	11	3	-	-	PUNCT
spir-13435	11	4	operating	operate	VERB
spir-13435	11	5	private	private	ADJ
spir-13435	11	6	platforms	platform	NOUN
spir-13435	11	7	have	have	AUX
spir-13435	11	8	been	be	AUX
spir-13435	11	9	found	find	VERB
spir-13435	11	10	to	to	PART
spir-13435	11	11	adhere	adhere	VERB
spir-13435	11	12	to	to	ADP
spir-13435	11	13	countries	country	NOUN
spir-13435	11	14	’	'	PUNCT
spir-13435	11	15	local	local	ADJ
spir-13435	11	16	political	political	ADJ
spir-13435	11	17	pressures	pressure	NOUN
spir-13435	11	18	and	and	CCONJ
spir-13435	11	19	national	national	ADJ
spir-13435	11	20	regulations	regulation	NOUN
spir-13435	11	21	(	(	PUNCT
spir-13435	11	22	biddile	biddile	ADJ
spir-13435	11	23	,	,	PUNCT
spir-13435	11	24	ribeiro	ribeiro	PROPN
spir-13435	11	25	&	&	CCONJ
spir-13435	11	26	dias	dias	PROPN
spir-13435	11	27	2020	2020	NUM
spir-13435	11	28	)	)	PUNCT
spir-13435	11	29	.	.	PUNCT
spir-13435	12	1	given	give	VERB
spir-13435	12	2	its	its	PRON
spir-13435	12	3	centrality	centrality	NOUN
spir-13435	12	4	in	in	ADP
spir-13435	12	5	the	the	DET
spir-13435	12	6	contemporary	contemporary	ADJ
spir-13435	12	7	mediascape	mediascape	NOUN
spir-13435	12	8	,	,	PUNCT
spir-13435	12	9	tiktok	tiktok	NOUN
spir-13435	12	10	’s	’s	PART
spir-13435	12	11	content	content	NOUN
spir-13435	12	12	moderation	moderation	NOUN
spir-13435	12	13	and	and	CCONJ
spir-13435	12	14	promotion	promotion	NOUN
spir-13435	12	15	/	/	SYM
spir-13435	12	16	demotion	demotion	NOUN
spir-13435	12	17	strategies	strategy	NOUN
spir-13435	12	18	are	be	AUX
spir-13435	12	19	under	under	ADP
spir-13435	12	20	scrutiny	scrutiny	NOUN
spir-13435	12	21	and	and	CCONJ
spir-13435	12	22	at	at	ADP
spir-13435	12	23	the	the	DET
spir-13435	12	24	center	center	NOUN
spir-13435	12	25	of	of	ADP
spir-13435	12	26	controversies	controversy	NOUN
spir-13435	12	27	(	(	PUNCT
spir-13435	12	28	biddle	biddle	PROPN
spir-13435	12	29	,	,	PUNCT
spir-13435	12	30	ribeiro	ribeiro	PROPN
spir-13435	12	31	&	&	CCONJ
spir-13435	12	32	dias	dias	PROPN
spir-13435	12	33	2020	2020	NUM
spir-13435	12	34	)	)	PUNCT
spir-13435	12	35	.	.	PUNCT
spir-13435	13	1	additionally	additionally	ADV
spir-13435	13	2	,	,	PUNCT
spir-13435	13	3	little	little	ADJ
spir-13435	13	4	research	research	NOUN
spir-13435	13	5	has	have	AUX
spir-13435	13	6	been	be	AUX
spir-13435	13	7	conducted	conduct	VERB
spir-13435	13	8	on	on	ADP
spir-13435	13	9	how	how	SCONJ
spir-13435	13	10	geography	geography	NOUN
spir-13435	13	11	influences	influence	VERB
spir-13435	13	12	tiktok	tiktok	NOUN
spir-13435	13	13	’s	’s	PART
spir-13435	13	14	content	content	NOUN
spir-13435	13	15	prioritization	prioritization	NOUN
spir-13435	13	16	on	on	ADP
spir-13435	13	17	a	a	DET
spir-13435	13	18	global	global	ADJ
spir-13435	13	19	scale	scale	NOUN
spir-13435	13	20	.	.	PUNCT
spir-13435	14	1	monitoring	monitoring	NOUN
spir-13435	14	2	and	and	CCONJ
spir-13435	14	3	understanding	understand	VERB
spir-13435	14	4	how	how	SCONJ
spir-13435	14	5	tiktok	tiktok	ADJ
spir-13435	14	6	prioritizes	prioritize	VERB
spir-13435	14	7	content	content	NOUN
spir-13435	14	8	differently	differently	ADV
spir-13435	14	9	across	across	ADP
spir-13435	14	10	the	the	DET
spir-13435	14	11	world	world	NOUN
spir-13435	14	12	is	be	AUX
spir-13435	14	13	of	of	ADP
spir-13435	14	14	paramount	paramount	ADJ
spir-13435	14	15	importance	importance	NOUN
spir-13435	14	16	given	give	VERB
spir-13435	14	17	its	its	PRON
spir-13435	14	18	power	power	NOUN
spir-13435	14	19	over	over	ADP
spir-13435	14	20	global	global	ADJ
spir-13435	14	21	information	information	NOUN
spir-13435	14	22	flows	flow	VERB
spir-13435	14	23	,	,	PUNCT
spir-13435	14	24	and	and	CCONJ
spir-13435	14	25	growing	grow	VERB
spir-13435	14	26	concerns	concern	NOUN
spir-13435	14	27	associated	associate	VERB
spir-13435	14	28	with	with	ADP
spir-13435	14	29	the	the	DET
spir-13435	14	30	platform	platform	NOUN
spir-13435	14	31	’s	’s	PART
spir-13435	14	32	compliance	compliance	NOUN
spir-13435	14	33	with	with	ADP
spir-13435	14	34	countries	country	NOUN
spir-13435	14	35	’	'	PUNCT
spir-13435	14	36	censorship	censorship	NOUN
spir-13435	14	37	(	(	PUNCT
spir-13435	14	38	ryan	ryan	PROPN
spir-13435	14	39	,	,	PUNCT
spir-13435	14	40	fritz	fritz	PROPN
spir-13435	14	41	&	&	CCONJ
spir-13435	14	42	impiombato	impiombato	PROPN
spir-13435	14	43	2020	2020	NUM
spir-13435	14	44	)	)	PUNCT
spir-13435	14	45	.	.	PUNCT
spir-13435	15	1	these	these	DET
spir-13435	15	2	trends	trend	NOUN
spir-13435	15	3	emphasize	emphasize	VERB
spir-13435	15	4	the	the	DET
spir-13435	15	5	need	need	NOUN
spir-13435	15	6	to	to	PART
spir-13435	15	7	make	make	VERB
spir-13435	15	8	data	datum	NOUN
spir-13435	15	9	available	available	ADJ
spir-13435	15	10	about	about	ADP
spir-13435	15	11	how	how	SCONJ
spir-13435	15	12	tiktok	tiktok	ADJ
spir-13435	15	13	’s	’s	PART
spir-13435	15	14	recommendation	recommendation	NOUN
spir-13435	15	15	system	system	NOUN
spir-13435	15	16	works	work	VERB
spir-13435	15	17	on	on	ADP
spir-13435	15	18	a	a	DET
spir-13435	15	19	cross	cross	ADJ
spir-13435	15	20	-	-	ADJ
spir-13435	15	21	national	national	ADJ
spir-13435	15	22	level	level	NOUN
spir-13435	15	23	.	.	PUNCT
spir-13435	16	1	through	through	ADP
spir-13435	16	2	the	the	DET
spir-13435	16	3	development	development	NOUN
spir-13435	16	4	of	of	ADP
spir-13435	16	5	tools	tool	NOUN
spir-13435	16	6	such	such	ADJ
spir-13435	16	7	as	as	ADP
spir-13435	16	8	the	the	DET
spir-13435	16	9	one	one	NOUN
spir-13435	16	10	that	that	PRON
spir-13435	16	11	we	we	PRON
spir-13435	16	12	present	present	VERB
spir-13435	16	13	and	and	CCONJ
spir-13435	16	14	showcase	showcase	NOUN
spir-13435	16	15	here	here	ADV
spir-13435	16	16	,	,	PUNCT
spir-13435	16	17	we	we	PRON
spir-13435	16	18	want	want	VERB
spir-13435	16	19	to	to	PART
spir-13435	16	20	ensure	ensure	VERB
spir-13435	16	21	that	that	SCONJ
spir-13435	16	22	researchers	researcher	NOUN
spir-13435	16	23	,	,	PUNCT
spir-13435	16	24	journalists	journalist	NOUN
spir-13435	16	25	,	,	PUNCT
spir-13435	16	26	and	and	CCONJ
spir-13435	16	27	content	content	NOUN
spir-13435	16	28	creators	creator	NOUN
spir-13435	16	29	have	have	VERB
spir-13435	16	30	the	the	DET
spir-13435	16	31	access	access	NOUN
spir-13435	16	32	and	and	CCONJ
spir-13435	16	33	resources	resource	NOUN
spir-13435	16	34	to	to	PART
spir-13435	16	35	hold	hold	VERB
spir-13435	16	36	the	the	DET
spir-13435	16	37	platform	platform	NOUN
spir-13435	16	38	accountable	accountable	ADJ
spir-13435	16	39	for	for	ADP
spir-13435	16	40	its	its	PRON
spir-13435	16	41	globally	globally	ADV
spir-13435	16	42	-	-	PUNCT
spir-13435	16	43	disparate	disparate	ADJ
spir-13435	16	44	implementation	implementation	NOUN
spir-13435	16	45	of	of	ADP
spir-13435	16	46	algorithms	algorithm	NOUN
spir-13435	16	47	and	and	CCONJ
spir-13435	16	48	content	content	NOUN
spir-13435	16	49	moderation	moderation	NOUN
spir-13435	16	50	strategies	strategy	NOUN
spir-13435	16	51	.	.	PUNCT
spir-13435	17	1	the	the	DET
spir-13435	17	2	tool	tool	NOUN
spir-13435	17	3	the	the	DET
spir-13435	17	4	tiktok	tiktok	ADJ
spir-13435	17	5	global	global	ADJ
spir-13435	17	6	observatory	observatory	NOUN
spir-13435	17	7	is	be	AUX
spir-13435	17	8	based	base	VERB
spir-13435	17	9	on	on	ADP
spir-13435	17	10	a	a	DET
spir-13435	17	11	continuously	continuously	ADV
spir-13435	17	12	updated	update	VERB
spir-13435	17	13	dataset	dataset	NOUN
spir-13435	17	14	,	,	PUNCT
spir-13435	17	15	which	which	PRON
spir-13435	17	16	consists	consist	VERB
spir-13435	17	17	of	of	ADP
spir-13435	17	18	the	the	DET
spir-13435	17	19	first	first	ADJ
spir-13435	17	20	8	8	NUM
spir-13435	17	21	videos	video	NOUN
spir-13435	17	22	scraped	scrape	VERB
spir-13435	17	23	from	from	ADP
spir-13435	17	24	the	the	DET
spir-13435	17	25	web	web	NOUN
spir-13435	17	26	-	-	NOUN
spir-13435	17	27	version	version	NOUN
spir-13435	17	28	of	of	ADP
spir-13435	17	29	the	the	DET
spir-13435	17	30	fyp	fyp	NOUN
spir-13435	17	31	of	of	ADP
spir-13435	17	32	a	a	DET
spir-13435	17	33	nonauthenticated	nonauthenticate	VERB
spir-13435	17	34	tiktok	tiktok	ADJ
spir-13435	17	35	user	user	NOUN
spir-13435	17	36	.	.	PUNCT
spir-13435	18	1	the	the	DET
spir-13435	18	2	data	data	NOUN
spir-13435	18	3	collection	collection	NOUN
spir-13435	18	4	is	be	AUX
spir-13435	18	5	replicated	replicate	VERB
spir-13435	18	6	across	across	ADP
spir-13435	18	7	197	197	NUM
spir-13435	18	8	countries	country	NOUN
spir-13435	18	9	and	and	CCONJ
spir-13435	18	10	territories	territory	NOUN
spir-13435	18	11	up	up	ADP
spir-13435	18	12	to	to	PART
spir-13435	18	13	4	4	NUM
spir-13435	18	14	times	time	NOUN
spir-13435	18	15	per	per	ADP
spir-13435	18	16	day	day	NOUN
spir-13435	18	17	.	.	PUNCT
spir-13435	19	1	metrics	metric	NOUN
spir-13435	19	2	made	make	VERB
spir-13435	19	3	available	available	ADJ
spir-13435	19	4	include	include	VERB
spir-13435	19	5	country	country	NOUN
spir-13435	19	6	,	,	PUNCT
spir-13435	19	7	description	description	NOUN
spir-13435	19	8	,	,	PUNCT
spir-13435	19	9	video	video	NOUN
spir-13435	19	10	i	i	PROPN
spir-13435	19	11	d	d	PROPN
spir-13435	19	12	,	,	PUNCT
spir-13435	19	13	authors	author	NOUN
spir-13435	19	14	/	/	SYM
spir-13435	19	15	account	account	NOUN
spir-13435	19	16	,	,	PUNCT
spir-13435	19	17	author	author	NOUN
spir-13435	19	18	i	i	PROPN
spir-13435	19	19	d	d	PROPN
spir-13435	19	20	,	,	PUNCT
spir-13435	19	21	views	view	NOUN
spir-13435	19	22	,	,	PUNCT
spir-13435	19	23	likes	like	NOUN
spir-13435	19	24	,	,	PUNCT
spir-13435	19	25	hashtags	hashtag	NOUN
spir-13435	19	26	,	,	PUNCT
spir-13435	19	27	shares	share	NOUN
spir-13435	19	28	,	,	PUNCT
spir-13435	19	29	upload	upload	VERB
spir-13435	19	30	date	date	NOUN
spir-13435	19	31	,	,	PUNCT
spir-13435	19	32	date	date	NOUN
spir-13435	19	33	of	of	ADP
spir-13435	19	34	extraction	extraction	NOUN
spir-13435	19	35	,	,	PUNCT
spir-13435	19	36	and	and	CCONJ
spir-13435	19	37	more	more	ADJ
spir-13435	19	38	.	.	PUNCT
spir-13435	20	1	this	this	DET
spir-13435	20	2	data	data	NOUN
spir-13435	20	3	collection	collection	NOUN
spir-13435	20	4	relies	rely	VERB
spir-13435	20	5	on	on	ADP
spir-13435	20	6	a	a	DET
spir-13435	20	7	residential	residential	ADJ
spir-13435	20	8	ips	ip	NOUN
spir-13435	20	9	network	network	NOUN
spir-13435	20	10	that	that	PRON
spir-13435	20	11	allows	allow	VERB
spir-13435	20	12	us	we	PRON
spir-13435	20	13	to	to	PART
spir-13435	20	14	programmatically	programmatically	ADV
spir-13435	20	15	access	access	VERB
spir-13435	20	16	tiktok	tiktok	NOUN
spir-13435	20	17	from	from	ADP
spir-13435	20	18	each	each	PRON
spir-13435	20	19	of	of	ADP
spir-13435	20	20	the	the	DET
spir-13435	20	21	listed	list	VERB
spir-13435	20	22	countries	country	NOUN
spir-13435	20	23	.	.	PUNCT
spir-13435	21	1	with	with	ADP
spir-13435	21	2	this	this	DET
spir-13435	21	3	tool	tool	NOUN
spir-13435	21	4	,	,	PUNCT
spir-13435	21	5	we	we	PRON
spir-13435	21	6	aim	aim	VERB
spir-13435	21	7	to	to	PART
spir-13435	21	8	make	make	VERB
spir-13435	21	9	cross	cross	ADJ
spir-13435	21	10	-	-	ADJ
spir-13435	21	11	national	national	ADJ
spir-13435	21	12	comparisons	comparison	NOUN
spir-13435	21	13	on	on	ADP
spir-13435	21	14	tiktok	tiktok	ADJ
spir-13435	21	15	more	more	ADV
spir-13435	21	16	accessible	accessible	ADJ
spir-13435	21	17	and	and	CCONJ
spir-13435	21	18	contribute	contribute	VERB
spir-13435	21	19	to	to	ADP
spir-13435	21	20	easing	ease	VERB
spir-13435	21	21	the	the	DET
spir-13435	21	22	process	process	NOUN
spir-13435	21	23	of	of	ADP
spir-13435	21	24	identifying	identify	VERB
spir-13435	21	25	how	how	SCONJ
spir-13435	21	26	tiktok	tiktok	ADJ
spir-13435	21	27	distributes	distribute	VERB
spir-13435	21	28	content	content	NOUN
spir-13435	21	29	on	on	ADP
spir-13435	21	30	the	the	DET
spir-13435	21	31	fyp	fyp	NOUN
spir-13435	21	32	.	.	PUNCT
spir-13435	22	1	the	the	DET
spir-13435	22	2	tool	tool	NOUN
spir-13435	22	3	’s	’s	PART
spir-13435	22	4	main	main	ADJ
spir-13435	22	5	feature	feature	NOUN
spir-13435	22	6	is	be	AUX
spir-13435	22	7	a	a	DET
spir-13435	22	8	geographic	geographic	ADJ
spir-13435	22	9	map	map	NOUN
spir-13435	22	10	of	of	ADP
spir-13435	22	11	the	the	DET
spir-13435	22	12	world	world	NOUN
spir-13435	22	13	that	that	PRON
spir-13435	22	14	allows	allow	VERB
spir-13435	22	15	users	user	NOUN
spir-13435	22	16	to	to	PART
spir-13435	22	17	mouse	mouse	VERB
spir-13435	22	18	-	-	PUNCT
spir-13435	22	19	over	over	ADP
spir-13435	22	20	territories	territory	NOUN
spir-13435	22	21	and	and	CCONJ
spir-13435	22	22	get	get	VERB
spir-13435	22	23	a	a	DET
spir-13435	22	24	preview	preview	NOUN
spir-13435	22	25	of	of	ADP
spir-13435	22	26	the	the	DET
spir-13435	22	27	most	most	ADV
spir-13435	22	28	recommended	recommended	ADJ
spir-13435	22	29	videos	video	NOUN
spir-13435	22	30	,	,	PUNCT
spir-13435	22	31	hashtags	hashtag	NOUN
spir-13435	22	32	,	,	PUNCT
spir-13435	22	33	filters	filter	NOUN
spir-13435	22	34	,	,	PUNCT
spir-13435	22	35	or	or	CCONJ
spir-13435	22	36	audio	audio	NOUN
spir-13435	22	37	that	that	PRON
spir-13435	22	38	are	be	AUX
spir-13435	22	39	being	be	AUX
spir-13435	22	40	pushed	push	VERB
spir-13435	22	41	within	within	ADP
spir-13435	22	42	an	an	DET
spir-13435	22	43	adjustable	adjustable	ADJ
spir-13435	22	44	time	time	NOUN
spir-13435	22	45	frame	frame	NOUN
spir-13435	22	46	.	.	PUNCT
spir-13435	23	1	a	a	DET
spir-13435	23	2	search	search	NOUN
spir-13435	23	3	bar	bar	NOUN
spir-13435	23	4	allows	allow	VERB
spir-13435	23	5	the	the	DET
spir-13435	23	6	user	user	NOUN
spir-13435	23	7	to	to	PART
spir-13435	23	8	query	query	VERB
spir-13435	23	9	for	for	ADP
spir-13435	23	10	specific	specific	ADJ
spir-13435	23	11	authors	author	NOUN
spir-13435	23	12	,	,	PUNCT
spir-13435	23	13	songs	song	NOUN
spir-13435	23	14	,	,	PUNCT
spir-13435	23	15	filters	filter	NOUN
spir-13435	23	16	,	,	PUNCT
spir-13435	23	17	hashtags	hashtag	NOUN
spir-13435	23	18	,	,	PUNCT
spir-13435	23	19	labels	label	NOUN
spir-13435	23	20	,	,	PUNCT
spir-13435	23	21	or	or	CCONJ
spir-13435	23	22	words	word	NOUN
spir-13435	23	23	in	in	ADP
spir-13435	23	24	the	the	DET
spir-13435	23	25	description	description	NOUN
spir-13435	23	26	.	.	PUNCT
spir-13435	24	1	this	this	DET
spir-13435	24	2	data	data	NOUN
spir-13435	24	3	is	be	AUX
spir-13435	24	4	then	then	ADV
spir-13435	24	5	exportable	exportable	ADJ
spir-13435	24	6	as	as	ADP
spir-13435	24	7	csv	csv	NOUN
spir-13435	24	8	files	file	NOUN
spir-13435	24	9	,	,	PUNCT
spir-13435	24	10	including	include	VERB
spir-13435	24	11	different	different	ADJ
spir-13435	24	12	types	type	NOUN
spir-13435	24	13	of	of	ADP
spir-13435	24	14	relational	relational	ADJ
spir-13435	24	15	datasets	dataset	NOUN
spir-13435	24	16	for	for	ADP
spir-13435	24	17	network	network	NOUN
spir-13435	24	18	analysis	analysis	NOUN
spir-13435	24	19	.	.	PUNCT
spir-13435	25	1	overall	overall	ADV
spir-13435	25	2	,	,	PUNCT
spir-13435	25	3	it	it	PRON
spir-13435	25	4	allows	allow	VERB
spir-13435	25	5	users	user	NOUN
spir-13435	25	6	to	to	PART
spir-13435	25	7	view	view	VERB
spir-13435	25	8	,	,	PUNCT
spir-13435	25	9	filter	filter	NOUN
spir-13435	25	10	,	,	PUNCT
spir-13435	25	11	sort	sort	NOUN
spir-13435	25	12	,	,	PUNCT
spir-13435	25	13	and	and	CCONJ
spir-13435	25	14	extrapolate	extrapolate	ADJ
spir-13435	25	15	fyp	fyp	NOUN
spir-13435	25	16	data	datum	NOUN
spir-13435	25	17	as	as	SCONJ
spir-13435	25	18	prioritized	prioritize	VERB
spir-13435	25	19	in	in	ADP
spir-13435	25	20	different	different	ADJ
spir-13435	25	21	countries	country	NOUN
spir-13435	25	22	and	and	CCONJ
spir-13435	25	23	territories	territory	NOUN
spir-13435	25	24	,	,	PUNCT
spir-13435	25	25	making	make	VERB
spir-13435	25	26	it	it	PRON
spir-13435	25	27	a	a	DET
spir-13435	25	28	unique	unique	ADJ
spir-13435	25	29	access	access	NOUN
spir-13435	25	30	point	point	NOUN
spir-13435	25	31	for	for	ADP
spir-13435	25	32	researchers	researcher	NOUN
spir-13435	25	33	,	,	PUNCT
spir-13435	25	34	journalists	journalist	NOUN
spir-13435	25	35	,	,	PUNCT
spir-13435	25	36	and	and	CCONJ
spir-13435	25	37	content	content	NOUN
spir-13435	25	38	creators	creator	NOUN
spir-13435	25	39	who	who	PRON
spir-13435	25	40	aim	aim	VERB
spir-13435	25	41	to	to	PART
spir-13435	25	42	investigate	investigate	VERB
spir-13435	25	43	trends	trend	NOUN
spir-13435	25	44	,	,	PUNCT
spir-13435	25	45	content	content	NOUN
spir-13435	25	46	moderation	moderation	NOUN
spir-13435	25	47	,	,	PUNCT
spir-13435	25	48	and	and	CCONJ
spir-13435	25	49	content	content	NOUN
spir-13435	25	50	promotion	promotion	NOUN
spir-13435	25	51	from	from	ADP
spir-13435	25	52	a	a	DET
spir-13435	25	53	cross	cross	ADJ
spir-13435	25	54	-	-	ADJ
spir-13435	25	55	national	national	ADJ
spir-13435	25	56	perspective	perspective	NOUN
spir-13435	25	57	.	.	PUNCT
spir-13435	26	1	whereas	whereas	SCONJ
spir-13435	26	2	focusing	focus	VERB
spir-13435	26	3	on	on	ADP
spir-13435	26	4	homepages	homepage	NOUN
spir-13435	26	5	served	serve	VERB
spir-13435	26	6	to	to	ADP
spir-13435	26	7	unauthenticated	unauthenticated	ADJ
spir-13435	26	8	users	user	NOUN
spir-13435	26	9	does	do	AUX
spir-13435	26	10	not	not	PART
spir-13435	26	11	enable	enable	VERB
spir-13435	26	12	the	the	DET
spir-13435	26	13	the	the	DET
spir-13435	26	14	study	study	NOUN
spir-13435	26	15	of	of	ADP
spir-13435	26	16	personalization	personalization	NOUN
spir-13435	26	17	dynamics	dynamic	NOUN
spir-13435	26	18	,	,	PUNCT
spir-13435	26	19	it	it	PRON
spir-13435	26	20	allows	allow	VERB
spir-13435	26	21	us	we	PRON
spir-13435	26	22	to	to	PART
spir-13435	26	23	infer	infer	VERB
spir-13435	26	24	how	how	SCONJ
spir-13435	26	25	tiktok	tiktok	ADJ
spir-13435	26	26	tailors	tailor	NOUN
spir-13435	26	27	content	content	VERB
spir-13435	26	28	trends	trend	NOUN
spir-13435	26	29	and	and	CCONJ
spir-13435	26	30	prioritization	prioritization	NOUN
spir-13435	26	31	logic	logic	NOUN
spir-13435	26	32	to	to	ADP
spir-13435	26	33	the	the	DET
spir-13435	26	34	geographical	geographical	ADJ
spir-13435	26	35	and	and	CCONJ
spir-13435	26	36	political	political	ADJ
spir-13435	26	37	context	context	NOUN
spir-13435	26	38	of	of	ADP
spir-13435	26	39	respective	respective	ADJ
spir-13435	26	40	countries	country	NOUN
spir-13435	26	41	or	or	CCONJ
spir-13435	26	42	territories	territory	NOUN
spir-13435	26	43	.	.	PUNCT
spir-13435	27	1	moreover	moreover	ADV
spir-13435	27	2	,	,	PUNCT
spir-13435	27	3	the	the	DET
spir-13435	27	4	fyp	fyp	NOUN
spir-13435	27	5	displayed	display	VERB
spir-13435	27	6	to	to	ADP
spir-13435	27	7	a	a	DET
spir-13435	27	8	non	non	ADJ
spir-13435	27	9	-	-	ADJ
spir-13435	27	10	logged	logged	ADJ
spir-13435	27	11	-	-	PUNCT
spir-13435	27	12	in	in	ADP
spir-13435	27	13	user	user	NOUN
spir-13435	27	14	represents	represent	VERB
spir-13435	27	15	the	the	DET
spir-13435	27	16	platform	platform	NOUN
spir-13435	27	17	’s	’s	PART
spir-13435	27	18	“	"	PUNCT
spir-13435	27	19	show	show	NOUN
spir-13435	27	20	window	window	NOUN
spir-13435	27	21	”	"	PUNCT
spir-13435	27	22	designed	design	VERB
spir-13435	27	23	to	to	PART
spir-13435	27	24	attract	attract	VERB
spir-13435	27	25	newcomers	newcomer	NOUN
spir-13435	27	26	all	all	ADV
spir-13435	27	27	over	over	ADP
spir-13435	27	28	the	the	DET
spir-13435	27	29	world	world	NOUN
spir-13435	27	30	.	.	PUNCT
spir-13435	28	1	preliminary	preliminary	ADJ
spir-13435	28	2	analysis	analysis	NOUN
spir-13435	28	3	https://wiki.digitalmethods.net/dmi/tiktok	https://wiki.digitalmethods.net/dmi/tiktok	ADP
spir-13435	28	4	the	the	DET
spir-13435	28	5	tool	tool	NOUN
spir-13435	28	6	is	be	AUX
spir-13435	28	7	illustrated	illustrate	VERB
spir-13435	28	8	in	in	ADP
spir-13435	28	9	this	this	DET
spir-13435	28	10	paper	paper	NOUN
spir-13435	28	11	with	with	ADP
spir-13435	28	12	an	an	DET
spir-13435	28	13	analysis	analysis	NOUN
spir-13435	28	14	of	of	ADP
spir-13435	28	15	emerging	emerge	VERB
spir-13435	28	16	patterns	pattern	NOUN
spir-13435	28	17	,	,	PUNCT
spir-13435	28	18	trends	trend	NOUN
spir-13435	28	19	,	,	PUNCT
spir-13435	28	20	and	and	CCONJ
spir-13435	28	21	thematic	thematic	ADJ
spir-13435	28	22	clusters	cluster	NOUN
spir-13435	28	23	when	when	SCONJ
spir-13435	28	24	(	(	PUNCT
spir-13435	28	25	non	non	ADJ
spir-13435	28	26	-	-	ADJ
spir-13435	28	27	authenticated	authenticated	ADJ
spir-13435	28	28	)	)	PUNCT
spir-13435	28	29	users	user	NOUN
spir-13435	28	30	access	access	VERB
spir-13435	28	31	tiktok	tiktok	NOUN
spir-13435	28	32	from	from	ADP
spir-13435	28	33	different	different	ADJ
spir-13435	28	34	countries	country	NOUN
spir-13435	28	35	.	.	PUNCT
spir-13435	29	1	our	our	PRON
spir-13435	29	2	questions	question	NOUN
spir-13435	29	3	are	be	AUX
spir-13435	29	4	:	:	PUNCT
spir-13435	29	5	what	what	DET
spir-13435	29	6	kinds	kind	NOUN
spir-13435	29	7	of	of	ADP
spir-13435	29	8	patterns	pattern	NOUN
spir-13435	29	9	emerge	emerge	VERB
spir-13435	29	10	by	by	ADP
spir-13435	29	11	comparing	compare	VERB
spir-13435	29	12	content	content	NOUN
spir-13435	29	13	pushed	push	VERB
spir-13435	29	14	by	by	ADP
spir-13435	29	15	tiktok	tiktok	NOUN
spir-13435	29	16	across	across	ADP
spir-13435	29	17	different	different	ADJ
spir-13435	29	18	regions	region	NOUN
spir-13435	29	19	of	of	ADP
spir-13435	29	20	the	the	DET
spir-13435	29	21	world	world	NOUN
spir-13435	29	22	?	?	PUNCT
spir-13435	30	1	what	what	PRON
spir-13435	30	2	platform	platform	NOUN
spir-13435	30	3	-	-	PUNCT
spir-13435	30	4	mediated	mediate	VERB
spir-13435	30	5	crossnational	crossnational	ADJ
spir-13435	30	6	boundaries	boundary	NOUN
spir-13435	30	7	and	and	CCONJ
spir-13435	30	8	proximities	proximity	NOUN
spir-13435	30	9	can	can	AUX
spir-13435	30	10	we	we	PRON
spir-13435	30	11	map	map	VERB
spir-13435	30	12	out	out	ADP
spir-13435	30	13	?	?	PUNCT
spir-13435	31	1	in	in	ADP
spir-13435	31	2	other	other	ADJ
spir-13435	31	3	words	word	NOUN
spir-13435	31	4	:	:	PUNCT
spir-13435	31	5	what	what	PRON
spir-13435	31	6	does	do	AUX
spir-13435	31	7	the	the	DET
spir-13435	31	8	world	world	NOUN
spir-13435	31	9	look	look	VERB
spir-13435	31	10	like	like	ADP
spir-13435	31	11	according	accord	VERB
spir-13435	31	12	to	to	ADP
spir-13435	31	13	tiktok	tiktok	NOUN
spir-13435	31	14	?	?	PUNCT
spir-13435	32	1	we	we	PRON
spir-13435	32	2	focus	focus	VERB
spir-13435	32	3	on	on	ADP
spir-13435	32	4	a	a	DET
spir-13435	32	5	dataset	dataset	NOUN
spir-13435	32	6	collected	collect	VERB
spir-13435	32	7	between	between	ADP
spir-13435	32	8	june	june	PROPN
spir-13435	32	9	2023	2023	NUM
spir-13435	32	10	and	and	CCONJ
spir-13435	32	11	september	september	PROPN
spir-13435	32	12	2023	2023	NUM
spir-13435	32	13	,	,	PUNCT
spir-13435	32	14	consisting	consist	VERB
spir-13435	32	15	of	of	ADP
spir-13435	32	16	roughly	roughly	ADV
spir-13435	32	17	700.000	700.000	NUM
spir-13435	32	18	recommended	recommend	VERB
spir-13435	32	19	videos	video	NOUN
spir-13435	32	20	,	,	PUNCT
spir-13435	32	21	corresponding	correspond	VERB
spir-13435	32	22	to	to	ADP
spir-13435	32	23	around	around	ADP
spir-13435	32	24	100.000	100.000	NUM
spir-13435	32	25	unique	unique	ADJ
spir-13435	32	26	ones	one	NOUN
spir-13435	32	27	.	.	PUNCT
spir-13435	33	1	in	in	ADP
spir-13435	33	2	order	order	NOUN
spir-13435	33	3	to	to	PART
spir-13435	33	4	achieve	achieve	VERB
spir-13435	33	5	a	a	DET
spir-13435	33	6	complex	complex	ADJ
spir-13435	33	7	representational	representational	ADJ
spir-13435	33	8	overview	overview	NOUN
spir-13435	33	9	of	of	ADP
spir-13435	33	10	‘	'	PUNCT
spir-13435	33	11	the	the	DET
spir-13435	33	12	world	world	NOUN
spir-13435	33	13	according	accord	VERB
spir-13435	33	14	to	to	ADP
spir-13435	33	15	tiktok	tiktok	NOUN
spir-13435	33	16	’	'	PUNCT
spir-13435	33	17	,	,	PUNCT
spir-13435	33	18	we	we	PRON
spir-13435	33	19	use	use	VERB
spir-13435	33	20	a	a	DET
spir-13435	33	21	combination	combination	NOUN
spir-13435	33	22	of	of	ADP
spir-13435	33	23	exploratory	exploratory	ADJ
spir-13435	33	24	data	datum	NOUN
spir-13435	33	25	analysis	analysis	NOUN
spir-13435	33	26	and	and	CCONJ
spir-13435	33	27	network	network	NOUN
spir-13435	33	28	analysis	analysis	NOUN
spir-13435	33	29	/	/	SYM
spir-13435	33	30	visualization	visualization	NOUN
spir-13435	33	31	.	.	PUNCT
spir-13435	34	1	our	our	PRON
spir-13435	34	2	analysis	analysis	NOUN
spir-13435	34	3	focuses	focus	VERB
spir-13435	34	4	on	on	ADP
spir-13435	34	5	global	global	ADJ
spir-13435	34	6	trends	trend	NOUN
spir-13435	34	7	and	and	CCONJ
spir-13435	34	8	distributions	distribution	NOUN
spir-13435	34	9	through	through	ADP
spir-13435	34	10	the	the	DET
spir-13435	34	11	lens	lens	NOUN
spir-13435	34	12	of	of	ADP
spir-13435	34	13	platform	platform	NOUN
spir-13435	34	14	-	-	PUNCT
spir-13435	34	15	mediated	mediate	VERB
spir-13435	34	16	proximity	proximity	NOUN
spir-13435	34	17	.	.	PUNCT
spir-13435	35	1	we	we	PRON
spir-13435	35	2	consider	consider	VERB
spir-13435	35	3	it	it	PRON
spir-13435	35	4	platform	platform	NOUN
spir-13435	35	5	-	-	PUNCT
spir-13435	35	6	mediated	mediate	VERB
spir-13435	35	7	proximity	proximity	NOUN
spir-13435	35	8	when	when	SCONJ
spir-13435	35	9	countries	country	NOUN
spir-13435	35	10	cluster	cluster	VERB
spir-13435	35	11	together	together	ADV
spir-13435	35	12	based	base	VERB
spir-13435	35	13	on	on	ADP
spir-13435	35	14	shared	share	VERB
spir-13435	35	15	content	content	NOUN
spir-13435	35	16	.	.	PUNCT
spir-13435	36	1	using	use	VERB
spir-13435	36	2	network	network	NOUN
spir-13435	36	3	analysis	analysis	NOUN
spir-13435	36	4	as	as	ADP
spir-13435	36	5	an	an	DET
spir-13435	36	6	entry	entry	NOUN
spir-13435	36	7	point	point	NOUN
spir-13435	36	8	for	for	ADP
spir-13435	36	9	examining	examine	VERB
spir-13435	36	10	proximity	proximity	NOUN
spir-13435	36	11	,	,	PUNCT
spir-13435	36	12	we	we	PRON
spir-13435	36	13	first	first	ADV
spir-13435	36	14	look	look	VERB
spir-13435	36	15	to	to	ADP
spir-13435	36	16	general	general	ADJ
spir-13435	36	17	trends	trend	NOUN
spir-13435	36	18	in	in	ADP
spir-13435	36	19	the	the	DET
spir-13435	36	20	data	datum	NOUN
spir-13435	36	21	,	,	PUNCT
spir-13435	36	22	such	such	ADJ
spir-13435	36	23	as	as	ADP
spir-13435	36	24	examining	examine	VERB
spir-13435	36	25	outliers	outlier	NOUN
spir-13435	36	26	and	and	CCONJ
spir-13435	36	27	their	their	PRON
spir-13435	36	28	likely	likely	ADJ
spir-13435	36	29	cause	cause	NOUN
spir-13435	36	30	.	.	PUNCT
spir-13435	37	1	moreover	moreover	ADV
spir-13435	37	2	,	,	PUNCT
spir-13435	37	3	we	we	PRON
spir-13435	37	4	describe	describe	VERB
spir-13435	37	5	in	in	ADP
spir-13435	37	6	detail	detail	NOUN
spir-13435	37	7	some	some	DET
spir-13435	37	8	selected	select	VERB
spir-13435	37	9	cases	case	NOUN
spir-13435	37	10	of	of	ADP
spir-13435	37	11	cross	cross	ADJ
spir-13435	37	12	-	-	ADJ
spir-13435	37	13	country	country	ADJ
spir-13435	37	14	content	content	NOUN
spir-13435	37	15	circulation	circulation	NOUN
spir-13435	37	16	.	.	PUNCT
spir-13435	38	1	we	we	PRON
spir-13435	38	2	then	then	ADV
spir-13435	38	3	reconstruct	reconstruct	VERB
spir-13435	38	4	the	the	DET
spir-13435	38	5	way	way	NOUN
spir-13435	38	6	in	in	ADP
spir-13435	38	7	which	which	PRON
spir-13435	38	8	countries	country	NOUN
spir-13435	38	9	are	be	AUX
spir-13435	38	10	structurally	structurally	ADV
spir-13435	38	11	clustered	cluster	VERB
spir-13435	38	12	together	together	ADV
spir-13435	38	13	through	through	ADP
spir-13435	38	14	patterns	pattern	NOUN
spir-13435	38	15	of	of	ADP
spir-13435	38	16	co	co	NOUN
spir-13435	38	17	-	-	NOUN
spir-13435	38	18	recommendation	recommendation	ADJ
spir-13435	38	19	–	–	PUNCT
spir-13435	38	20	i.e.	i.e.	X
spir-13435	38	21	,	,	PUNCT
spir-13435	38	22	mapping	mapping	NOUN
spir-13435	38	23	and	and	CCONJ
spir-13435	38	24	interpreting	interpret	VERB
spir-13435	38	25	the	the	DET
spir-13435	38	26	type	type	NOUN
spir-13435	38	27	of	of	ADP
spir-13435	38	28	proximity	proximity	NOUN
spir-13435	38	29	among	among	ADP
spir-13435	38	30	countries	country	NOUN
spir-13435	38	31	through	through	ADP
spir-13435	38	32	a	a	DET
spir-13435	38	33	proximity	proximity	NOUN
spir-13435	38	34	index	index	NOUN
spir-13435	38	35	,	,	PUNCT
spir-13435	38	36	which	which	PRON
spir-13435	38	37	is	be	AUX
spir-13435	38	38	calculated	calculate	VERB
spir-13435	38	39	by	by	ADP
spir-13435	38	40	dividing	divide	VERB
spir-13435	38	41	the	the	DET
spir-13435	38	42	amount	amount	NOUN
spir-13435	38	43	of	of	ADP
spir-13435	38	44	shared	share	VERB
spir-13435	38	45	videos	video	NOUN
spir-13435	38	46	between	between	ADP
spir-13435	38	47	two	two	NUM
spir-13435	38	48	countries	country	NOUN
spir-13435	38	49	by	by	ADP
spir-13435	38	50	the	the	DET
spir-13435	38	51	total	total	ADJ
spir-13435	38	52	amount	amount	NOUN
spir-13435	38	53	of	of	ADP
spir-13435	38	54	recommended	recommend	VERB
spir-13435	38	55	videos	video	NOUN
spir-13435	38	56	each	each	DET
spir-13435	38	57	country	country	NOUN
spir-13435	38	58	receives	receive	VERB
spir-13435	38	59	.	.	PUNCT
spir-13435	39	1	the	the	DET
spir-13435	39	2	proximity	proximity	NOUN
spir-13435	39	3	index	index	NOUN
spir-13435	39	4	allows	allow	VERB
spir-13435	39	5	for	for	ADP
spir-13435	39	6	more	more	ADJ
spir-13435	39	7	precision	precision	NOUN
spir-13435	39	8	in	in	ADP
spir-13435	39	9	understanding	understand	VERB
spir-13435	39	10	the	the	DET
spir-13435	39	11	degree	degree	NOUN
spir-13435	39	12	to	to	PART
spir-13435	39	13	which	which	PRON
spir-13435	39	14	two	two	NUM
spir-13435	39	15	countries	country	NOUN
spir-13435	39	16	share	share	VERB
spir-13435	39	17	content	content	NOUN
spir-13435	39	18	.	.	PUNCT
spir-13435	40	1	preliminary	preliminary	ADJ
spir-13435	40	2	results	result	NOUN
spir-13435	40	3	obtained	obtain	VERB
spir-13435	40	4	on	on	ADP
spir-13435	40	5	a	a	DET
spir-13435	40	6	subset	subset	NOUN
spir-13435	40	7	of	of	ADP
spir-13435	40	8	the	the	DET
spir-13435	40	9	data	datum	NOUN
spir-13435	40	10	(	(	PUNCT
spir-13435	40	11	referring	refer	VERB
spir-13435	40	12	to	to	ADP
spir-13435	40	13	august	august	PROPN
spir-13435	40	14	20	20	NUM
spir-13435	40	15	-	-	PUNCT
spir-13435	40	16	september	september	PROPN
spir-13435	40	17	9	9	NUM
spir-13435	40	18	,	,	PUNCT
spir-13435	40	19	2023	2023	NUM
spir-13435	40	20	)	)	PUNCT
spir-13435	41	1	suggest	suggest	VERB
spir-13435	41	2	that	that	PRON
spir-13435	41	3	tiktok	tiktok	NOUN
spir-13435	41	4	’s	’s	PART
spir-13435	41	5	cross	cross	ADJ
spir-13435	41	6	-	-	ADJ
spir-13435	41	7	national	national	ADJ
spir-13435	41	8	content	content	NOUN
spir-13435	41	9	prioritization	prioritization	NOUN
spir-13435	41	10	patterns	pattern	NOUN
spir-13435	41	11	generate	generate	VERB
spir-13435	41	12	forms	form	NOUN
spir-13435	41	13	of	of	ADP
spir-13435	41	14	platform	platform	NOUN
spir-13435	41	15	-	-	PUNCT
spir-13435	41	16	mediated	mediate	VERB
spir-13435	41	17	proximities	proximity	NOUN
spir-13435	41	18	that	that	PRON
spir-13435	41	19	,	,	PUNCT
spir-13435	41	20	in	in	ADP
spir-13435	41	21	most	most	ADJ
spir-13435	41	22	cases	case	NOUN
spir-13435	41	23	,	,	PUNCT
spir-13435	41	24	follow	follow	VERB
spir-13435	41	25	regulatory	regulatory	ADJ
spir-13435	41	26	lines	line	NOUN
spir-13435	41	27	.	.	PUNCT
spir-13435	42	1	this	this	PRON
spir-13435	42	2	is	be	AUX
spir-13435	42	3	particularly	particularly	ADV
spir-13435	42	4	strong	strong	ADJ
spir-13435	42	5	in	in	ADP
spir-13435	42	6	the	the	DET
spir-13435	42	7	case	case	NOUN
spir-13435	42	8	of	of	ADP
spir-13435	42	9	countries	country	NOUN
spir-13435	42	10	within	within	ADP
spir-13435	42	11	the	the	DET
spir-13435	42	12	european	european	PROPN
spir-13435	42	13	union	union	PROPN
spir-13435	42	14	and	and	CCONJ
spir-13435	42	15	schengen	schengen	PROPN
spir-13435	42	16	area	area	NOUN
spir-13435	42	17	,	,	PUNCT
spir-13435	42	18	who	who	PRON
spir-13435	42	19	show	show	VERB
spir-13435	42	20	tight	tight	ADJ
spir-13435	42	21	clustering	clustering	NOUN
spir-13435	42	22	likely	likely	ADV
spir-13435	42	23	because	because	SCONJ
spir-13435	42	24	they	they	PRON
spir-13435	42	25	fall	fall	VERB
spir-13435	42	26	under	under	ADP
spir-13435	42	27	the	the	DET
spir-13435	42	28	jurisdiction	jurisdiction	NOUN
spir-13435	42	29	of	of	ADP
spir-13435	42	30	the	the	DET
spir-13435	42	31	gdpr	gdpr	NOUN
spir-13435	42	32	.	.	PUNCT
spir-13435	43	1	in	in	ADP
spir-13435	43	2	some	some	DET
spir-13435	43	3	cases	case	NOUN
spir-13435	43	4	,	,	PUNCT
spir-13435	43	5	we	we	PRON
spir-13435	43	6	see	see	VERB
spir-13435	43	7	clustering	cluster	VERB
spir-13435	43	8	following	follow	VERB
spir-13435	43	9	legacy	legacy	NOUN
spir-13435	43	10	colonial	colonial	ADJ
spir-13435	43	11	relationships	relationship	NOUN
spir-13435	43	12	,	,	PUNCT
spir-13435	43	13	such	such	ADJ
spir-13435	43	14	as	as	ADP
spir-13435	43	15	the	the	DET
spir-13435	43	16	united	united	PROPN
spir-13435	43	17	states	states	PROPN
spir-13435	43	18	and	and	CCONJ
spir-13435	43	19	its	its	PRON
spir-13435	43	20	territories	territory	NOUN
spir-13435	43	21	puerto	puerto	PROPN
spir-13435	43	22	rico	rico	PROPN
spir-13435	43	23	,	,	PUNCT
spir-13435	43	24	guam	guam	PROPN
spir-13435	43	25	,	,	PUNCT
spir-13435	43	26	and	and	CCONJ
spir-13435	43	27	the	the	DET
spir-13435	43	28	u.s	u.s	PROPN
spir-13435	43	29	.	.	PROPN
spir-13435	43	30	virgin	virgin	PROPN
spir-13435	43	31	islands	islands	PROPN
spir-13435	43	32	sharing	share	VERB
spir-13435	43	33	a	a	DET
spir-13435	43	34	high	high	ADJ
spir-13435	43	35	number	number	NOUN
spir-13435	43	36	of	of	ADP
spir-13435	43	37	videos	video	NOUN
spir-13435	43	38	despite	despite	SCONJ
spir-13435	43	39	being	be	AUX
spir-13435	43	40	geographically	geographically	ADV
spir-13435	43	41	disperse	disperse	ADJ
spir-13435	43	42	.	.	PUNCT
spir-13435	44	1	moreover	moreover	ADV
spir-13435	44	2	,	,	PUNCT
spir-13435	44	3	some	some	DET
spir-13435	44	4	countries	country	NOUN
spir-13435	44	5	(	(	PUNCT
spir-13435	44	6	namely	namely	ADV
spir-13435	44	7	:	:	PUNCT
spir-13435	44	8	united	united	PROPN
spir-13435	44	9	states	states	PROPN
spir-13435	44	10	,	,	PUNCT
spir-13435	44	11	russia	russia	PROPN
spir-13435	44	12	and	and	CCONJ
spir-13435	44	13	senegal	senegal	PROPN
spir-13435	44	14	)	)	PUNCT
spir-13435	44	15	are	be	AUX
spir-13435	44	16	largely	largely	ADV
spir-13435	44	17	disconnected	disconnect	VERB
spir-13435	44	18	from	from	ADP
spir-13435	44	19	any	any	DET
spir-13435	44	20	other	other	ADJ
spir-13435	44	21	countries	country	NOUN
spir-13435	44	22	,	,	PUNCT
spir-13435	44	23	signaling	signal	VERB
spir-13435	44	24	an	an	DET
spir-13435	44	25	emerging	emerge	VERB
spir-13435	44	26	‘	'	PUNCT
spir-13435	44	27	national	national	ADJ
spir-13435	44	28	tiktok	tiktok	NOUN
spir-13435	44	29	-	-	PUNCT
spir-13435	44	30	sphere	sphere	NOUN
spir-13435	44	31	’	'	PUNCT
spir-13435	44	32	likely	likely	ADJ
spir-13435	44	33	due	due	ADP
spir-13435	44	34	to	to	ADP
spir-13435	44	35	cases	case	NOUN
spir-13435	44	36	of	of	ADP
spir-13435	44	37	country	country	NOUN
spir-13435	44	38	-	-	PUNCT
spir-13435	44	39	level	level	NOUN
spir-13435	44	40	censorship	censorship	NOUN
spir-13435	44	41	.	.	PUNCT
spir-13435	45	1	our	our	PRON
spir-13435	45	2	mission	mission	NOUN
spir-13435	45	3	is	be	AUX
spir-13435	45	4	to	to	PART
spir-13435	45	5	give	give	VERB
spir-13435	45	6	access	access	NOUN
spir-13435	45	7	to	to	ADP
spir-13435	45	8	the	the	DET
spir-13435	45	9	largest	large	ADJ
spir-13435	45	10	data	datum	NOUN
spir-13435	45	11	collection	collection	NOUN
spir-13435	45	12	currently	currently	ADV
spir-13435	45	13	available	available	ADJ
spir-13435	45	14	on	on	ADP
spir-13435	45	15	tiktok	tiktok	NOUN
spir-13435	45	16	,	,	PUNCT
spir-13435	45	17	which	which	PRON
spir-13435	45	18	allows	allow	VERB
spir-13435	45	19	to	to	PART
spir-13435	45	20	explore	explore	VERB
spir-13435	45	21	and	and	CCONJ
spir-13435	45	22	understand	understand	VERB
spir-13435	45	23	cross	cross	VERB
spir-13435	45	24	national	national	ADJ
spir-13435	45	25	differences	difference	NOUN
spir-13435	45	26	in	in	ADP
spir-13435	45	27	content	content	NOUN
spir-13435	45	28	prioritization	prioritization	NOUN
spir-13435	45	29	patterns	pattern	NOUN
spir-13435	45	30	.	.	PUNCT
spir-13435	46	1	independent	independent	ADJ
spir-13435	46	2	research	research	NOUN
spir-13435	46	3	is	be	AUX
spir-13435	46	4	essential	essential	ADJ
spir-13435	46	5	in	in	ADP
spir-13435	46	6	order	order	NOUN
spir-13435	46	7	to	to	PART
spir-13435	46	8	promote	promote	VERB
spir-13435	46	9	transparency	transparency	NOUN
spir-13435	46	10	of	of	ADP
spir-13435	46	11	tiktok	tiktok	NOUN
spir-13435	46	12	’s	’s	PART
spir-13435	46	13	recommendation	recommendation	NOUN
spir-13435	46	14	system	system	NOUN
spir-13435	46	15	,	,	PUNCT
spir-13435	46	16	and	and	CCONJ
spir-13435	46	17	hold	hold	VERB
spir-13435	46	18	the	the	DET
spir-13435	46	19	platform	platform	NOUN
spir-13435	46	20	accountable	accountable	ADJ
spir-13435	46	21	for	for	ADP
spir-13435	46	22	its	its	PRON
spir-13435	46	23	content	content	NOUN
spir-13435	46	24	prioritization	prioritization	NOUN
spir-13435	46	25	and	and	CCONJ
spir-13435	46	26	moderation	moderation	NOUN
spir-13435	46	27	strategies	strategy	NOUN
spir-13435	46	28	.	.	PUNCT
spir-13435	47	1	this	this	DET
spir-13435	47	2	paper	paper	NOUN
spir-13435	47	3	presents	present	VERB
spir-13435	47	4	a	a	DET
spir-13435	47	5	tool	tool	NOUN
spir-13435	47	6	that	that	PRON
spir-13435	47	7	allows	allow	VERB
spir-13435	47	8	for	for	ADP
spir-13435	47	9	this	this	DET
spir-13435	47	10	type	type	NOUN
spir-13435	47	11	of	of	ADP
spir-13435	47	12	research	research	NOUN
spir-13435	47	13	,	,	PUNCT
spir-13435	47	14	and	and	CCONJ
spir-13435	47	15	showcases	showcase	VERB
spir-13435	47	16	possible	possible	ADJ
spir-13435	47	17	directions	direction	NOUN
spir-13435	47	18	of	of	ADP
spir-13435	47	19	analysis	analysis	NOUN
spir-13435	47	20	among	among	ADP
spir-13435	47	21	the	the	DET
spir-13435	47	22	many	many	ADJ
spir-13435	47	23	that	that	PRON
spir-13435	47	24	,	,	PUNCT
spir-13435	47	25	hopefully	hopefully	ADV
spir-13435	47	26	,	,	PUNCT
spir-13435	47	27	will	will	AUX
spir-13435	47	28	contribute	contribute	VERB
spir-13435	47	29	to	to	PART
spir-13435	47	30	understand	understand	VERB
spir-13435	47	31	how	how	SCONJ
spir-13435	47	32	a	a	DET
spir-13435	47	33	global	global	ADJ
spir-13435	47	34	platform	platform	NOUN
spir-13435	47	35	mediates	mediate	NOUN
spir-13435	47	36	information	information	NOUN
spir-13435	47	37	flows	flow	VERB
spir-13435	47	38	in	in	ADP
spir-13435	47	39	different	different	ADJ
spir-13435	47	40	areas	area	NOUN
spir-13435	47	41	of	of	ADP
spir-13435	47	42	the	the	DET
spir-13435	47	43	world	world	NOUN
spir-13435	47	44	.	.	PUNCT
spir-13435	48	1	references	reference	NOUN
spir-13435	48	2	ryan	ryan	PROPN
spir-13435	48	3	,	,	PUNCT
spir-13435	48	4	f.	f.	PROPN
spir-13435	48	5	,	,	PUNCT
spir-13435	48	6	fritz	fritz	PROPN
spir-13435	48	7	,	,	PUNCT
spir-13435	48	8	a.	a.	PROPN
spir-13435	48	9	,	,	PUNCT
spir-13435	48	10	&	&	CCONJ
spir-13435	48	11	impiombato	impiombato	PROPN
spir-13435	48	12	,	,	PUNCT
spir-13435	48	13	d.	d.	PROPN
spir-13435	48	14	(	(	PUNCT
spir-13435	48	15	2020	2020	NUM
spir-13435	48	16	)	)	PUNCT
spir-13435	48	17	.	.	PUNCT
spir-13435	49	1	tiktok	tiktok	NOUN
spir-13435	49	2	and	and	CCONJ
spir-13435	49	3	wechat	wechat	NOUN
spir-13435	49	4	:	:	PUNCT
spir-13435	49	5	curating	curate	VERB
spir-13435	49	6	and	and	CCONJ
spir-13435	49	7	controlling	control	VERB
spir-13435	49	8	global	global	ADJ
spir-13435	49	9	information	information	NOUN
spir-13435	49	10	flows	flow	VERB
spir-13435	49	11	.	.	PUNCT
spir-13435	50	1	international	international	ADJ
spir-13435	50	2	cyber	cyber	NOUN
spir-13435	50	3	policy	policy	NOUN
spir-13435	50	4	centre	centre	NOUN
spir-13435	50	5	.	.	PUNCT
spir-13435	51	1	biddle	biddle	PROPN
spir-13435	51	2	,	,	PUNCT
spir-13435	51	3	s.	s.	PROPN
spir-13435	51	4	,	,	PUNCT
spir-13435	51	5	ribeiro	ribeiro	PROPN
spir-13435	51	6	,	,	PUNCT
spir-13435	51	7	p.	p.	PROPN
spir-13435	51	8	v.	v.	PROPN
spir-13435	51	9	,	,	PUNCT
spir-13435	51	10	&	&	CCONJ
spir-13435	51	11	dias	dias	PROPN
spir-13435	51	12	,	,	PUNCT
spir-13435	51	13	t.	t.	PROPN
spir-13435	51	14	(	(	PUNCT
spir-13435	51	15	2020	2020	NUM
spir-13435	51	16	,	,	PUNCT
spir-13435	51	17	march	march	PROPN
spir-13435	51	18	16	16	NUM
spir-13435	51	19	)	)	PUNCT
spir-13435	51	20	.	.	PUNCT
spir-13435	52	1	tiktok	tiktok	ADJ
spir-13435	52	2	told	tell	VERB
spir-13435	52	3	moderators	moderator	NOUN
spir-13435	52	4	:	:	PUNCT
spir-13435	52	5	suppress	suppress	VERB
spir-13435	52	6	posts	post	NOUN
spir-13435	52	7	by	by	ADP
spir-13435	52	8	the	the	DET
spir-13435	52	9	"	"	PUNCT
spir-13435	52	10	ugly	ugly	ADJ
spir-13435	52	11	"	"	PUNCT
spir-13435	52	12	and	and	CCONJ
spir-13435	52	13	poor	poor	ADJ
spir-13435	52	14	.	.	PUNCT
spir-13435	53	1	the	the	DET
spir-13435	53	2	intercept	intercept	NOUN
spir-13435	53	3	.	.	PUNCT
spir-13435	53	4	retrieved	retrieve	VERB
spir-13435	53	5	january	january	PROPN
spir-13435	53	6	31	31	NUM
spir-13435	53	7	,	,	PUNCT
spir-13435	53	8	2022	2022	NUM
spir-13435	53	9	,	,	PUNCT
spir-13435	53	10	from	from	ADP
spir-13435	53	11	https://theintercept.com/2020/03/16/tiktok-app-moderators-users-discrimination/	https://theintercept.com/2020/03/16/tiktok-app-moderators-users-discrimination/	PROPN
spir-13435	53	12	lemley	lemley	PROPN
spir-13435	53	13	,	,	PUNCT
spir-13435	53	14	mark	mark	PROPN
spir-13435	53	15	a.	a.	NOUN
spir-13435	53	16	2020	2020	NUM
spir-13435	53	17	.	.	PUNCT
spir-13435	54	1	“	"	PUNCT
spir-13435	54	2	the	the	DET
spir-13435	54	3	splinternet	splinternet	NOUN
spir-13435	54	4	.	.	PUNCT
spir-13435	54	5	”	"	PUNCT
spir-13435	55	1	stanford	stanford	PROPN
spir-13435	55	2	law	law	PROPN
spir-13435	55	3	and	and	CCONJ
spir-13435	55	4	economics	economics	PROPN
spir-13435	55	5	olin	olin	PROPN
spir-13435	55	6	working	working	PROPN
spir-13435	55	7	paper	paper	NOUN
spir-13435	55	8	#	#	SYM
spir-13435	55	9	555	555	NUM
spir-13435	55	10	.	.	PUNCT
spir-13435	56	1	http://dx.doi.org/10.2139/ssrn.3664027	http://dx.doi.org/10.2139/ssrn.3664027	X
spir-13435	56	2	.	.	PUNCT
spir-13435	57	1	rogers	rogers	PROPN
spir-13435	57	2	,	,	PUNCT
spir-13435	57	3	richard	richard	PROPN
spir-13435	57	4	.	.	PUNCT
spir-13435	57	5	2019	2019	NUM
spir-13435	57	6	.	.	PUNCT
spir-13435	58	1	doing	do	VERB
spir-13435	58	2	digital	digital	ADJ
spir-13435	58	3	methods	method	NOUN
spir-13435	58	4	.	.	PUNCT
spir-13435	59	1	1st	1st	PROPN
spir-13435	59	2	edition	edition	PROPN
spir-13435	59	3	.	.	PUNCT
spir-13435	60	1	thousand	thousand	NUM
spir-13435	60	2	oaks	oak	NOUN
spir-13435	60	3	,	,	PUNCT
spir-13435	60	4	ca	can	AUX
spir-13435	60	5	:	:	PUNCT
spir-13435	60	6	sage	sage	NOUN
spir-13435	60	7	publications	publication	NOUN
spir-13435	60	8	.	.	PUNCT
spir-13435	61	1	tiktok	tiktok	ADJ
spir-13435	61	2	,	,	PUNCT
spir-13435	61	3	august	august	PROPN
spir-13435	61	4	16	16	NUM
spir-13435	61	5	,	,	PUNCT
spir-13435	61	6	2019	2019	NUM
spir-13435	61	7	.	.	PUNCT
spir-13435	62	1	“	"	PUNCT
spir-13435	62	2	how	how	SCONJ
spir-13435	62	3	tiktok	tiktok	NOUN
spir-13435	62	4	recommends	recommend	VERB
spir-13435	62	5	videos	video	NOUN
spir-13435	62	6	#	#	SYM
spir-13435	62	7	foryou	foryou	NOUN
spir-13435	62	8	.	.	PUNCT
spir-13435	62	9	”	"	PUNCT
spir-13435	63	1	https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you/	https://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you/	PROPN
spir-13435	63	2	https://theintercept.com/2020/03/16/tiktok-app-moderatorshttps://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you/	https://theintercept.com/2020/03/16/tiktok-app-moderatorshttps://newsroom.tiktok.com/en-us/how-tiktok-recommends-videos-for-you/	PROPN