id	sid	tid	token	lemma	pos
spir-12170	1	1	selected	select	VERB
spir-12170	1	2	papers	paper	NOUN
spir-12170	1	3	of	of	ADP
spir-12170	1	4	#	#	SYM
spir-12170	1	5	aoir2020	aoir2020	PROPN
spir-12170	1	6	:	:	PUNCT
spir-12170	1	7	the	the	DET
spir-12170	1	8	22nd	22nd	ADJ
spir-12170	1	9	annual	annual	ADJ
spir-12170	1	10	conference	conference	NOUN
spir-12170	1	11	of	of	ADP
spir-12170	1	12	the	the	DET
spir-12170	1	13	association	association	NOUN
spir-12170	1	14	of	of	ADP
spir-12170	1	15	internet	internet	NOUN
spir-12170	1	16	researchers	researcher	NOUN
spir-12170	1	17	virtual	virtual	ADJ
spir-12170	1	18	event	event	NOUN
spir-12170	1	19	/	/	SYM
spir-12170	1	20	13	13	NUM
spir-12170	1	21	-	-	SYM
spir-12170	1	22	16	16	NUM
spir-12170	1	23	oct	oct	PROPN
spir-12170	1	24	2021	2021	NUM
spir-12170	1	25	coornet	coornet	NOUN
spir-12170	1	26	:	:	PUNCT
spir-12170	1	27	an	an	DET
spir-12170	1	28	integrated	integrated	ADJ
spir-12170	1	29	approach	approach	NOUN
spir-12170	1	30	to	to	ADP
spir-12170	1	31	surface	surface	VERB
spir-12170	1	32	problematic	problematic	ADJ
spir-12170	1	33	content	content	NOUN
spir-12170	1	34	,	,	PUNCT
spir-12170	1	35	malicious	malicious	ADJ
spir-12170	1	36	actors	actor	NOUN
spir-12170	1	37	,	,	PUNCT
spir-12170	1	38	and	and	CCONJ
spir-12170	1	39	coordinated	coordinated	ADJ
spir-12170	1	40	networks	network	NOUN
spir-12170	1	41	fabio	fabio	PROPN
spir-12170	1	42	giglietto	giglietto	PROPN
spir-12170	1	43	university	university	PROPN
spir-12170	1	44	of	of	ADP
spir-12170	1	45	urbino	urbino	PROPN
spir-12170	1	46	carlo	carlo	PROPN
spir-12170	1	47	bo	bo	PROPN
spir-12170	1	48	nicola	nicola	PROPN
spir-12170	1	49	righetti	righetti	PROPN
spir-12170	1	50	university	university	PROPN
spir-12170	1	51	of	of	ADP
spir-12170	1	52	vienna	vienna	PROPN
spir-12170	1	53	luca	luca	PROPN
spir-12170	1	54	rossi	rossi	VERB
spir-12170	1	55	it	it	PRON
spir-12170	1	56	university	university	PROPN
spir-12170	1	57	of	of	ADP
spir-12170	1	58	copenhagen	copenhagen	PROPN
spir-12170	1	59	giada	giada	PROPN
spir-12170	1	60	marino	marino	PROPN
spir-12170	1	61	university	university	PROPN
spir-12170	1	62	of	of	ADP
spir-12170	1	63	sassari	sassari	PROPN
spir-12170	1	64	with	with	ADP
spir-12170	1	65	a	a	DET
spir-12170	1	66	specific	specific	ADJ
spir-12170	1	67	reference	reference	NOUN
spir-12170	1	68	to	to	ADP
spir-12170	1	69	facebook	facebook	PROPN
spir-12170	1	70	,	,	PUNCT
spir-12170	1	71	a	a	DET
spir-12170	1	72	recent	recent	ADJ
spir-12170	1	73	study	study	NOUN
spir-12170	1	74	(	(	PUNCT
spir-12170	1	75	giglietto	giglietto	NOUN
spir-12170	1	76	et	et	PROPN
spir-12170	1	77	al	al	PROPN
spir-12170	1	78	.	.	PROPN
spir-12170	1	79	,	,	PUNCT
spir-12170	1	80	2019	2019	NUM
spir-12170	1	81	)	)	PUNCT
spir-12170	1	82	has	have	AUX
spir-12170	1	83	spotlighted	spotlight	VERB
spir-12170	1	84	patterns	pattern	NOUN
spir-12170	1	85	of	of	ADP
spir-12170	1	86	coordinated	coordinated	ADJ
spir-12170	1	87	activity	activity	NOUN
spir-12170	1	88	called	call	VERB
spir-12170	1	89	by	by	ADP
spir-12170	1	90	the	the	DET
spir-12170	1	91	authors	author	NOUN
spir-12170	1	92	“	"	PUNCT
spir-12170	1	93	coordinated	coordinate	VERB
spir-12170	1	94	link	link	NOUN
spir-12170	1	95	sharing	sharing	NOUN
spir-12170	1	96	behavior	behavior	NOUN
spir-12170	1	97	”	"	PUNCT
spir-12170	1	98	(	(	PUNCT
spir-12170	1	99	clsb	clsb	PROPN
spir-12170	1	100	)	)	PUNCT
spir-12170	1	101	.	.	PUNCT
spir-12170	2	1	clsb	clsb	PROPN
spir-12170	2	2	refers	refer	VERB
spir-12170	2	3	to	to	ADP
spir-12170	2	4	the	the	DET
spir-12170	2	5	coordinated	coordinate	VERB
spir-12170	2	6	shares	share	NOUN
spir-12170	2	7	of	of	ADP
spir-12170	2	8	the	the	DET
spir-12170	2	9	same	same	ADJ
spir-12170	2	10	news	news	NOUN
spir-12170	2	11	article	article	NOUN
spir-12170	2	12	in	in	ADP
spir-12170	2	13	a	a	DET
spir-12170	2	14	very	very	ADV
spir-12170	2	15	short	short	ADJ
spir-12170	2	16	timeframe	timeframe	NOUN
spir-12170	2	17	by	by	ADP
spir-12170	2	18	networks	network	NOUN
spir-12170	2	19	of	of	ADP
spir-12170	2	20	pages	page	NOUN
spir-12170	2	21	,	,	PUNCT
spir-12170	2	22	groups	group	NOUN
spir-12170	2	23	,	,	PUNCT
spir-12170	2	24	and	and	CCONJ
spir-12170	2	25	verified	verify	VERB
spir-12170	2	26	public	public	ADJ
spir-12170	2	27	profiles	profile	NOUN
spir-12170	2	28	.	.	PUNCT
spir-12170	3	1	clsb	clsb	PROPN
spir-12170	3	2	is	be	AUX
spir-12170	3	3	a	a	DET
spir-12170	3	4	strategy	strategy	NOUN
spir-12170	3	5	used	use	VERB
spir-12170	3	6	to	to	PART
spir-12170	3	7	boost	boost	VERB
spir-12170	3	8	the	the	DET
spir-12170	3	9	reach	reach	NOUN
spir-12170	3	10	of	of	ADP
spir-12170	3	11	content	content	NOUN
spir-12170	3	12	by	by	ADP
spir-12170	3	13	gaming	game	VERB
spir-12170	3	14	algorithms	algorithm	NOUN
spir-12170	3	15	that	that	PRON
spir-12170	3	16	govern	govern	VERB
spir-12170	3	17	the	the	DET
spir-12170	3	18	distribution	distribution	NOUN
spir-12170	3	19	of	of	ADP
spir-12170	3	20	posts	post	NOUN
spir-12170	3	21	(	(	PUNCT
spir-12170	3	22	giglietto	giglietto	PROPN
spir-12170	3	23	et	et	PROPN
spir-12170	3	24	al	al	PROPN
spir-12170	3	25	.	.	PROPN
spir-12170	3	26	,	,	PUNCT
spir-12170	3	27	2019	2019	NUM
spir-12170	3	28	)	)	PUNCT
spir-12170	3	29	.	.	PUNCT
spir-12170	4	1	additionally	additionally	ADV
spir-12170	4	2	,	,	PUNCT
spir-12170	4	3	this	this	DET
spir-12170	4	4	coordinated	coordinate	VERB
spir-12170	4	5	activity	activity	NOUN
spir-12170	4	6	has	have	AUX
spir-12170	4	7	been	be	AUX
spir-12170	4	8	proven	prove	VERB
spir-12170	4	9	to	to	PART
spir-12170	4	10	be	be	AUX
spir-12170	4	11	consistently	consistently	ADV
spir-12170	4	12	associated	associate	VERB
spir-12170	4	13	with	with	ADP
spir-12170	4	14	the	the	DET
spir-12170	4	15	spread	spread	NOUN
spir-12170	4	16	of	of	ADP
spir-12170	4	17	problematic	problematic	ADJ
spir-12170	4	18	information	information	NOUN
spir-12170	4	19	before	before	ADP
spir-12170	4	20	the	the	DET
spir-12170	4	21	2018	2018	NUM
spir-12170	4	22	and	and	CCONJ
spir-12170	4	23	2019	2019	NUM
spir-12170	4	24	italian	italian	ADJ
spir-12170	4	25	elections	election	NOUN
spir-12170	4	26	(	(	PUNCT
spir-12170	4	27	giglietto	giglietto	NOUN
spir-12170	4	28	et	et	PROPN
spir-12170	4	29	al	al	PROPN
spir-12170	4	30	.	.	PROPN
spir-12170	4	31	,	,	PUNCT
spir-12170	4	32	2019	2019	NUM
spir-12170	4	33	;	;	PUNCT
spir-12170	4	34	giglietto	giglietto	NOUN
spir-12170	4	35	et	et	PROPN
spir-12170	4	36	al	al	PROPN
spir-12170	4	37	.	.	PROPN
spir-12170	4	38	,	,	PUNCT
spir-12170	4	39	2020	2020	NUM
spir-12170	4	40	;	;	PUNCT
spir-12170	4	41	giglietto	giglietto	NOUN
spir-12170	4	42	et	et	PROPN
spir-12170	4	43	al	al	PROPN
spir-12170	4	44	.	.	PROPN
spir-12170	4	45	,	,	PUNCT
spir-12170	4	46	2020	2020	NUM
spir-12170	4	47	)	)	PUNCT
spir-12170	4	48	.	.	PUNCT
spir-12170	5	1	this	this	DET
spir-12170	5	2	paper	paper	NOUN
spir-12170	5	3	presents	present	VERB
spir-12170	5	4	a	a	DET
spir-12170	5	5	study	study	NOUN
spir-12170	5	6	on	on	ADP
spir-12170	5	7	coordinated	coordinate	VERB
spir-12170	5	8	link	link	NOUN
spir-12170	5	9	sharing	share	VERB
spir-12170	5	10	behaviour	behaviour	NOUN
spir-12170	5	11	(	(	PUNCT
spir-12170	5	12	clsb	clsb	PROPN
spir-12170	5	13	)	)	PUNCT
spir-12170	5	14	during	during	ADP
spir-12170	5	15	the	the	DET
spir-12170	5	16	first	first	ADJ
spir-12170	5	17	and	and	CCONJ
spir-12170	5	18	second	second	ADJ
spir-12170	5	19	waves	wave	NOUN
spir-12170	5	20	of	of	ADP
spir-12170	5	21	the	the	DET
spir-12170	5	22	covid-19	covid-19	PROPN
spir-12170	5	23	pandemic	pandemic	NOUN
spir-12170	5	24	in	in	ADP
spir-12170	5	25	italy	italy	PROPN
spir-12170	5	26	.	.	PUNCT
spir-12170	6	1	specific	specific	ADJ
spir-12170	6	2	attention	attention	NOUN
spir-12170	6	3	is	be	AUX
spir-12170	6	4	devoted	devote	VERB
spir-12170	6	5	to	to	PART
spir-12170	6	6	critically	critically	ADV
spir-12170	6	7	present	present	VERB
spir-12170	6	8	the	the	DET
spir-12170	6	9	methodology	methodology	NOUN
spir-12170	6	10	and	and	CCONJ
spir-12170	6	11	tool	tool	NOUN
spir-12170	6	12	employed	employ	VERB
spir-12170	6	13	in	in	ADP
spir-12170	6	14	the	the	DET
spir-12170	6	15	context	context	NOUN
spir-12170	6	16	of	of	ADP
spir-12170	6	17	existing	exist	VERB
spir-12170	6	18	literature	literature	NOUN
spir-12170	6	19	on	on	ADP
spir-12170	6	20	mis	mis	X
spir-12170	6	21	/	/	SYM
spir-12170	6	22	disinformation	disinformation	NOUN
spir-12170	6	23	.	.	PUNCT
spir-12170	7	1	coornet	coornet	NOUN
spir-12170	7	2	and	and	CCONJ
spir-12170	7	3	the	the	DET
spir-12170	7	4	a	a	PRON
spir-12170	7	5	-	-	PUNCT
spir-12170	7	6	b	b	NOUN
spir-12170	7	7	-	-	PUNCT
spir-12170	7	8	c	c	NOUN
spir-12170	7	9	framework	framework	NOUN
spir-12170	7	10	as	as	ADV
spir-12170	7	11	much	much	ADV
spir-12170	7	12	as	as	ADP
spir-12170	7	13	the	the	DET
spir-12170	7	14	field	field	NOUN
spir-12170	7	15	of	of	ADP
spir-12170	7	16	mis	mis	PROPN
spir-12170	7	17	/	/	SYM
spir-12170	7	18	disinformation	disinformation	NOUN
spir-12170	7	19	studies	study	NOUN
spir-12170	7	20	flourished	flourish	VERB
spir-12170	7	21	during	during	ADP
spir-12170	7	22	the	the	DET
spir-12170	7	23	last	last	ADJ
spir-12170	7	24	few	few	ADJ
spir-12170	7	25	years	year	NOUN
spir-12170	7	26	(	(	PUNCT
spir-12170	7	27	freelon	freelon	PROPN
spir-12170	7	28	&	&	CCONJ
spir-12170	7	29	wells	wells	PROPN
spir-12170	7	30	,	,	PUNCT
spir-12170	7	31	2020	2020	NUM
spir-12170	7	32	)	)	PUNCT
spir-12170	7	33	,	,	PUNCT
spir-12170	7	34	the	the	DET
spir-12170	7	35	efforts	effort	NOUN
spir-12170	7	36	to	to	PART
spir-12170	7	37	measure	measure	VERB
spir-12170	7	38	its	its	PRON
spir-12170	7	39	prevalence	prevalence	NOUN
spir-12170	7	40	and	and	CCONJ
spir-12170	7	41	effects	effect	NOUN
spir-12170	7	42	(	(	PUNCT
spir-12170	7	43	benkler	benkler	NOUN
spir-12170	7	44	,	,	PUNCT
spir-12170	7	45	2019	2019	NUM
spir-12170	7	46	)	)	PUNCT
spir-12170	7	47	are	be	AUX
spir-12170	7	48	often	often	ADV
spir-12170	7	49	hindered	hinder	VERB
spir-12170	7	50	or	or	CCONJ
spir-12170	7	51	significantly	significantly	ADV
spir-12170	7	52	limited	limit	VERB
spir-12170	7	53	by	by	ADP
spir-12170	7	54	the	the	DET
spir-12170	7	55	fuzziness	fuzziness	NOUN
spir-12170	7	56	of	of	ADP
spir-12170	7	57	the	the	DET
spir-12170	7	58	phenomenon	phenomenon	NOUN
spir-12170	7	59	under	under	ADP
spir-12170	7	60	study	study	NOUN
spir-12170	7	61	(	(	PUNCT
spir-12170	7	62	jack	jack	PROPN
spir-12170	7	63	,	,	PUNCT
spir-12170	7	64	2017	2017	NUM
spir-12170	7	65	)	)	PUNCT
spir-12170	7	66	.	.	PUNCT
spir-12170	8	1	deeply	deeply	ADV
spir-12170	8	2	influenced	influence	VERB
spir-12170	8	3	by	by	ADP
spir-12170	8	4	the	the	DET
spir-12170	8	5	idea	idea	NOUN
spir-12170	8	6	that	that	SCONJ
spir-12170	8	7	“	"	PUNCT
spir-12170	8	8	fake	fake	ADJ
spir-12170	8	9	news	news	NOUN
spir-12170	8	10	”	"	PUNCT
spir-12170	8	11	was	be	AUX
spir-12170	8	12	the	the	DET
spir-12170	8	13	sole	sole	ADJ
spir-12170	8	14	vector	vector	NOUN
spir-12170	8	15	of	of	ADP
spir-12170	8	16	disinformation	disinformation	NOUN
spir-12170	8	17	aimed	aim	VERB
spir-12170	8	18	at	at	ADP
spir-12170	8	19	influencing	influence	VERB
spir-12170	8	20	the	the	DET
spir-12170	8	21	public	public	ADJ
spir-12170	8	22	debate	debate	NOUN
spir-12170	8	23	online	online	ADV
spir-12170	8	24	,	,	PUNCT
spir-12170	8	25	content	content	NOUN
spir-12170	8	26	-	-	PUNCT
spir-12170	8	27	based	base	VERB
spir-12170	8	28	approaches	approach	NOUN
spir-12170	8	29	have	have	AUX
spir-12170	8	30	been	be	AUX
spir-12170	8	31	suggested	suggest	VERB
spir-12170	8	32	citation	citation	NOUN
spir-12170	8	33	(	(	PUNCT
spir-12170	8	34	apa	apa	PROPN
spir-12170	8	35	):	):	PUNCT
spir-12170	8	36	giglietto	giglietto	PROPN
spir-12170	8	37	,	,	PUNCT
spir-12170	8	38	f.	f.	PROPN
spir-12170	8	39	,	,	PUNCT
spir-12170	8	40	righetti	righetti	PROPN
spir-12170	8	41	,	,	PUNCT
spir-12170	8	42	n.	n.	NOUN
spir-12170	8	43	,	,	PUNCT
spir-12170	8	44	rossi	rossi	PROPN
spir-12170	8	45	,	,	PUNCT
spir-12170	8	46	l.	l.	PROPN
spir-12170	8	47	,	,	PUNCT
spir-12170	8	48	and	and	CCONJ
spir-12170	8	49	marino	marino	PROPN
spir-12170	8	50	,	,	PUNCT
spir-12170	8	51	g.	g.	PROPN
spir-12170	8	52	,	,	PUNCT
spir-12170	8	53	(	(	PUNCT
spir-12170	8	54	2021	2021	NUM
spir-12170	8	55	,	,	PUNCT
spir-12170	8	56	october	october	PROPN
spir-12170	8	57	)	)	PUNCT
spir-12170	8	58	.	.	PUNCT
spir-12170	9	1	coornet	coornet	PROPN
spir-12170	9	2	:	:	PUNCT
spir-12170	9	3	an	an	DET
spir-12170	9	4	integrated	integrated	ADJ
spir-12170	9	5	approach	approach	NOUN
spir-12170	9	6	to	to	ADP
spir-12170	9	7	surface	surface	VERB
spir-12170	9	8	problematic	problematic	ADJ
spir-12170	9	9	content	content	NOUN
spir-12170	9	10	,	,	PUNCT
spir-12170	9	11	malicious	malicious	ADJ
spir-12170	9	12	actors	actor	NOUN
spir-12170	9	13	,	,	PUNCT
spir-12170	9	14	and	and	CCONJ
spir-12170	9	15	coordinated	coordinated	ADJ
spir-12170	9	16	networks	network	NOUN
spir-12170	9	17	.	.	PUNCT
spir-12170	10	1	paper	paper	NOUN
spir-12170	10	2	presented	present	VERB
spir-12170	10	3	at	at	ADP
spir-12170	10	4	aoir	aoir	NOUN
spir-12170	10	5	2021	2021	NUM
spir-12170	10	6	:	:	PUNCT
spir-12170	10	7	the	the	DET
spir-12170	10	8	22nd	22nd	ADJ
spir-12170	10	9	annual	annual	ADJ
spir-12170	10	10	conference	conference	NOUN
spir-12170	10	11	of	of	ADP
spir-12170	10	12	the	the	DET
spir-12170	10	13	association	association	NOUN
spir-12170	10	14	of	of	ADP
spir-12170	10	15	internet	internet	NOUN
spir-12170	10	16	researchers	researcher	NOUN
spir-12170	10	17	.	.	PUNCT
spir-12170	11	1	virtual	virtual	ADJ
spir-12170	11	2	event	event	NOUN
spir-12170	11	3	:	:	PUNCT
spir-12170	11	4	aoir	aoir	NOUN
spir-12170	11	5	.	.	PUNCT
spir-12170	11	6	retrieved	retrieve	VERB
spir-12170	11	7	from	from	ADP
spir-12170	11	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-12170	11	9	.	.	PUNCT
spir-12170	11	10	longly	longly	ADV
spir-12170	11	11	seen	see	VERB
spir-12170	11	12	as	as	ADP
spir-12170	11	13	the	the	DET
spir-12170	11	14	most	most	ADV
spir-12170	11	15	effective	effective	ADJ
spir-12170	11	16	response	response	NOUN
spir-12170	11	17	to	to	ADP
spir-12170	11	18	this	this	DET
spir-12170	11	19	mounting	mount	VERB
spir-12170	11	20	concern	concern	NOUN
spir-12170	11	21	.	.	PUNCT
spir-12170	12	1	however	however	ADV
spir-12170	12	2	,	,	PUNCT
spir-12170	12	3	the	the	DET
spir-12170	12	4	debunking	debunking	NOUN
spir-12170	12	5	activity	activity	NOUN
spir-12170	12	6	is	be	AUX
spir-12170	12	7	time	time	NOUN
spir-12170	12	8	-	-	PUNCT
spir-12170	12	9	consuming	consume	VERB
spir-12170	12	10	,	,	PUNCT
spir-12170	12	11	not	not	PART
spir-12170	12	12	always	always	ADV
spir-12170	12	13	possible	possible	ADJ
spir-12170	12	14	,	,	PUNCT
spir-12170	12	15	and	and	CCONJ
spir-12170	12	16	sometimes	sometimes	ADV
spir-12170	12	17	inevitably	inevitably	ADV
spir-12170	12	18	ineffective	ineffective	ADJ
spir-12170	12	19	(	(	PUNCT
spir-12170	12	20	zollo	zollo	NOUN
spir-12170	12	21	et	et	PROPN
spir-12170	12	22	al	al	PROPN
spir-12170	12	23	.	.	PROPN
spir-12170	12	24	,	,	PUNCT
spir-12170	12	25	2017	2017	NUM
spir-12170	12	26	)	)	PUNCT
spir-12170	12	27	.	.	PUNCT
spir-12170	13	1	furthermore	furthermore	ADV
spir-12170	13	2	,	,	PUNCT
spir-12170	13	3	both	both	PRON
spir-12170	13	4	fabricated	fabricate	VERB
spir-12170	13	5	and	and	CCONJ
spir-12170	13	6	legitimate	legitimate	ADJ
spir-12170	13	7	news	news	NOUN
spir-12170	13	8	content	content	NOUN
spir-12170	13	9	are	be	AUX
spir-12170	13	10	circulated	circulate	VERB
spir-12170	13	11	by	by	ADP
spir-12170	13	12	malicious	malicious	ADJ
spir-12170	13	13	actors	actor	NOUN
spir-12170	13	14	with	with	ADP
spir-12170	13	15	the	the	DET
spir-12170	13	16	aim	aim	NOUN
spir-12170	13	17	of	of	ADP
spir-12170	13	18	influencing	influence	VERB
spir-12170	13	19	public	public	ADJ
spir-12170	13	20	opinion	opinion	NOUN
spir-12170	13	21	(	(	PUNCT
spir-12170	13	22	phillips	phillip	NOUN
spir-12170	13	23	,	,	PUNCT
spir-12170	13	24	2018	2018	NUM
spir-12170	13	25	)	)	PUNCT
spir-12170	13	26	.	.	PUNCT
spir-12170	14	1	given	give	VERB
spir-12170	14	2	the	the	DET
spir-12170	14	3	amount	amount	NOUN
spir-12170	14	4	of	of	ADP
spir-12170	14	5	time	time	NOUN
spir-12170	14	6	and	and	CCONJ
spir-12170	14	7	resources	resource	NOUN
spir-12170	14	8	needed	need	VERB
spir-12170	14	9	to	to	PART
spir-12170	14	10	check	check	VERB
spir-12170	14	11	on	on	ADP
spir-12170	14	12	a	a	DET
spir-12170	14	13	single	single	ADJ
spir-12170	14	14	content	content	NOUN
spir-12170	14	15	,	,	PUNCT
spir-12170	14	16	researchers	researcher	NOUN
spir-12170	14	17	relied	rely	VERB
spir-12170	14	18	instead	instead	ADV
spir-12170	14	19	on	on	ADP
spir-12170	14	20	lists	list	NOUN
spir-12170	14	21	of	of	ADP
spir-12170	14	22	malicious	malicious	ADJ
spir-12170	14	23	actors	actor	NOUN
spir-12170	14	24	.	.	PUNCT
spir-12170	15	1	compiled	compile	VERB
spir-12170	15	2	and	and	CCONJ
spir-12170	15	3	pre	pre	ADJ
spir-12170	15	4	-	-	ADJ
spir-12170	15	5	existing	existing	ADJ
spir-12170	15	6	lists	list	NOUN
spir-12170	15	7	of	of	ADP
spir-12170	15	8	problematic	problematic	ADJ
spir-12170	15	9	domains	domain	NOUN
spir-12170	15	10	have	have	AUX
spir-12170	15	11	been	be	AUX
spir-12170	15	12	employed	employ	VERB
spir-12170	15	13	to	to	PART
spir-12170	15	14	estimate	estimate	VERB
spir-12170	15	15	the	the	DET
spir-12170	15	16	prevalence	prevalence	NOUN
spir-12170	15	17	of	of	ADP
spir-12170	15	18	“	"	PUNCT
spir-12170	15	19	fake	fake	ADJ
spir-12170	15	20	news	news	NOUN
spir-12170	15	21	”	"	PUNCT
spir-12170	15	22	(	(	PUNCT
spir-12170	15	23	allcott	allcott	PROPN
spir-12170	15	24	&	&	CCONJ
spir-12170	15	25	gentzkow	gentzkow	PROPN
spir-12170	15	26	,	,	PUNCT
spir-12170	15	27	2017	2017	NUM
spir-12170	15	28	;	;	PUNCT
spir-12170	15	29	guess	guess	VERB
spir-12170	15	30	et	et	PROPN
spir-12170	15	31	al	al	PROPN
spir-12170	15	32	.	.	PROPN
spir-12170	15	33	,	,	PUNCT
spir-12170	15	34	2019	2019	NUM
spir-12170	15	35	)	)	PUNCT
spir-12170	15	36	.	.	PUNCT
spir-12170	16	1	the	the	DET
spir-12170	16	2	main	main	ADJ
spir-12170	16	3	shortcoming	shortcoming	NOUN
spir-12170	16	4	of	of	ADP
spir-12170	16	5	this	this	DET
spir-12170	16	6	approach	approach	NOUN
spir-12170	16	7	lies	lie	VERB
spir-12170	16	8	in	in	ADP
spir-12170	16	9	its	its	PRON
spir-12170	16	10	inability	inability	NOUN
spir-12170	16	11	to	to	PART
spir-12170	16	12	take	take	VERB
spir-12170	16	13	into	into	ADP
spir-12170	16	14	account	account	NOUN
spir-12170	16	15	the	the	DET
spir-12170	16	16	dynamic	dynamic	NOUN
spir-12170	16	17	of	of	ADP
spir-12170	16	18	information	information	NOUN
spir-12170	16	19	operations	operation	NOUN
spir-12170	16	20	that	that	PRON
spir-12170	16	21	often	often	ADV
spir-12170	16	22	changes	change	VERB
spir-12170	16	23	over	over	ADP
spir-12170	16	24	time	time	NOUN
spir-12170	16	25	the	the	DET
spir-12170	16	26	sources	source	NOUN
spir-12170	16	27	,	,	PUNCT
spir-12170	16	28	new	new	ADJ
spir-12170	16	29	outlets	outlet	NOUN
spir-12170	16	30	,	,	PUNCT
spir-12170	16	31	internet	internet	NOUN
spir-12170	16	32	domains	domain	NOUN
spir-12170	16	33	,	,	PUNCT
spir-12170	16	34	and	and	CCONJ
spir-12170	16	35	social	social	ADJ
spir-12170	16	36	media	medium	NOUN
spir-12170	16	37	accounts	account	NOUN
spir-12170	16	38	they	they	PRON
spir-12170	16	39	rely	rely	VERB
spir-12170	16	40	on	on	ADP
spir-12170	16	41	.	.	PUNCT
spir-12170	17	1	differently	differently	ADV
spir-12170	17	2	from	from	ADP
spir-12170	17	3	approaches	approach	NOUN
spir-12170	17	4	based	base	VERB
spir-12170	17	5	on	on	ADP
spir-12170	17	6	sole	sole	ADJ
spir-12170	17	7	content	content	NOUN
spir-12170	17	8	or	or	CCONJ
spir-12170	17	9	actors	actor	NOUN
spir-12170	17	10	,	,	PUNCT
spir-12170	17	11	an	an	DET
spir-12170	17	12	integrated	integrated	ADJ
spir-12170	17	13	approach	approach	NOUN
spir-12170	17	14	,	,	PUNCT
spir-12170	17	15	such	such	ADJ
spir-12170	17	16	as	as	ADP
spir-12170	17	17	the	the	DET
spir-12170	17	18	françois	françois	PROPN
spir-12170	17	19	a	a	PROPN
spir-12170	17	20	-	-	PUNCT
spir-12170	17	21	b	b	NOUN
spir-12170	17	22	-	-	PUNCT
spir-12170	17	23	c	c	NOUN
spir-12170	17	24	framework	framework	NOUN
spir-12170	17	25	(	(	PUNCT
spir-12170	17	26	2019	2019	NUM
spir-12170	17	27	)	)	PUNCT
spir-12170	17	28	,	,	PUNCT
spir-12170	17	29	highlights	highlight	VERB
spir-12170	17	30	how	how	SCONJ
spir-12170	17	31	we	we	PRON
spir-12170	17	32	need	need	VERB
spir-12170	17	33	to	to	PART
spir-12170	17	34	understand	understand	VERB
spir-12170	17	35	the	the	DET
spir-12170	17	36	interplay	interplay	NOUN
spir-12170	17	37	between	between	ADP
spir-12170	17	38	manipulative	manipulative	ADJ
spir-12170	17	39	actors	actor	NOUN
spir-12170	17	40	,	,	PUNCT
spir-12170	17	41	deceptive	deceptive	ADJ
spir-12170	17	42	behaviour	behaviour	NOUN
spir-12170	17	43	,	,	PUNCT
spir-12170	17	44	and	and	CCONJ
spir-12170	17	45	harmful	harmful	ADJ
spir-12170	17	46	content	content	NOUN
spir-12170	17	47	,	,	PUNCT
spir-12170	17	48	to	to	PART
spir-12170	17	49	fully	fully	ADV
spir-12170	17	50	recognize	recognize	VERB
spir-12170	17	51	these	these	DET
spir-12170	17	52	activities	activity	NOUN
spir-12170	17	53	.	.	PUNCT
spir-12170	18	1	coornet	coornet	NOUN
spir-12170	18	2	(	(	PUNCT
spir-12170	18	3	giglietto	giglietto	PROPN
spir-12170	18	4	et	et	PROPN
spir-12170	18	5	al	al	PROPN
spir-12170	18	6	.	.	PROPN
spir-12170	18	7	,	,	PUNCT
spir-12170	18	8	2019	2019	NUM
spir-12170	18	9	;	;	PUNCT
spir-12170	18	10	giglietto	giglietto	NOUN
spir-12170	18	11	et	et	PROPN
spir-12170	18	12	al	al	PROPN
spir-12170	18	13	.	.	PROPN
spir-12170	18	14	,	,	PUNCT
spir-12170	18	15	2020	2020	NUM
spir-12170	18	16	;	;	PUNCT
spir-12170	18	17	giglietto	giglietto	NOUN
spir-12170	18	18	et	et	PROPN
spir-12170	18	19	al	al	PROPN
spir-12170	18	20	.	.	PROPN
spir-12170	18	21	,	,	PUNCT
spir-12170	18	22	2020	2020	NUM
spir-12170	18	23	)	)	PUNCT
spir-12170	18	24	implements	implement	VERB
spir-12170	18	25	this	this	DET
spir-12170	18	26	framework	framework	NOUN
spir-12170	18	27	as	as	ADP
spir-12170	18	28	a	a	DET
spir-12170	18	29	cycle	cycle	NOUN
spir-12170	18	30	:	:	PUNCT
spir-12170	18	31	by	by	ADP
spir-12170	18	32	starting	start	VERB
spir-12170	18	33	with	with	ADP
spir-12170	18	34	harmful	harmful	ADJ
spir-12170	18	35	content	content	NOUN
spir-12170	18	36	,	,	PUNCT
spir-12170	18	37	it	it	PRON
spir-12170	18	38	detects	detect	VERB
spir-12170	18	39	deceptive	deceptive	ADJ
spir-12170	18	40	behavior	behavior	NOUN
spir-12170	18	41	to	to	PART
spir-12170	18	42	identify	identify	VERB
spir-12170	18	43	manipulative	manipulative	ADJ
spir-12170	18	44	actors	actor	NOUN
spir-12170	18	45	.	.	PUNCT
spir-12170	19	1	once	once	ADV
spir-12170	19	2	a	a	DET
spir-12170	19	3	list	list	NOUN
spir-12170	19	4	of	of	ADP
spir-12170	19	5	such	such	ADJ
spir-12170	19	6	actors	actor	NOUN
spir-12170	19	7	has	have	AUX
spir-12170	19	8	been	be	AUX
spir-12170	19	9	identified	identify	VERB
spir-12170	19	10	,	,	PUNCT
spir-12170	19	11	the	the	DET
spir-12170	19	12	next	next	ADJ
spir-12170	19	13	cycle	cycle	NOUN
spir-12170	19	14	uses	use	VERB
spir-12170	19	15	the	the	DET
spir-12170	19	16	content	content	NOUN
spir-12170	19	17	produced	produce	VERB
spir-12170	19	18	by	by	ADP
spir-12170	19	19	these	these	DET
spir-12170	19	20	actors	actor	NOUN
spir-12170	19	21	to	to	PART
spir-12170	19	22	initiate	initiate	VERB
spir-12170	19	23	a	a	DET
spir-12170	19	24	new	new	ADJ
spir-12170	19	25	iteration	iteration	NOUN
spir-12170	19	26	of	of	ADP
spir-12170	19	27	deceptive	deceptive	ADJ
spir-12170	19	28	behavior	behavior	NOUN
spir-12170	19	29	detection	detection	NOUN
spir-12170	19	30	that	that	PRON
spir-12170	19	31	,	,	PUNCT
spir-12170	19	32	in	in	ADP
spir-12170	19	33	turn	turn	NOUN
spir-12170	19	34	,	,	PUNCT
spir-12170	19	35	leads	lead	VERB
spir-12170	19	36	to	to	ADP
spir-12170	19	37	identifying	identify	VERB
spir-12170	19	38	an	an	DET
spir-12170	19	39	updated	update	VERB
spir-12170	19	40	set	set	NOUN
spir-12170	19	41	of	of	ADP
spir-12170	19	42	manipulative	manipulative	ADJ
spir-12170	19	43	actors	actor	NOUN
spir-12170	19	44	.	.	PUNCT
spir-12170	20	1	covid-19	covid-19	PROPN
spir-12170	20	2	case	case	NOUN
spir-12170	20	3	study	study	VERB
spir-12170	20	4	the	the	DET
spir-12170	20	5	study	study	NOUN
spir-12170	20	6	on	on	ADP
spir-12170	20	7	circulation	circulation	NOUN
spir-12170	20	8	of	of	ADP
spir-12170	20	9	problematic	problematic	ADJ
spir-12170	20	10	information	information	NOUN
spir-12170	20	11	around	around	ADP
spir-12170	20	12	covid-19	covid-19	PROPN
spir-12170	20	13	in	in	ADP
spir-12170	20	14	italy	italy	PROPN
spir-12170	20	15	relied	rely	VERB
spir-12170	20	16	on	on	ADP
spir-12170	20	17	the	the	DET
spir-12170	20	18	coronavirus	coronavirus	NOUN
spir-12170	20	19	alliance	alliance	NOUN
spir-12170	20	20	database	database	NOUN
spir-12170	20	21	of	of	ADP
spir-12170	20	22	news	news	NOUN
spir-12170	20	23	flagged	flag	VERB
spir-12170	20	24	as	as	ADP
spir-12170	20	25	false	false	ADJ
spir-12170	20	26	or	or	CCONJ
spir-12170	20	27	misleading	misleading	ADJ
spir-12170	20	28	by	by	ADP
spir-12170	20	29	the	the	DET
spir-12170	20	30	international	international	ADJ
spir-12170	20	31	fact	fact	NOUN
spir-12170	20	32	-	-	PUNCT
spir-12170	20	33	checking	check	VERB
spir-12170	20	34	network	network	NOUN
spir-12170	20	35	(	(	PUNCT
spir-12170	20	36	ifcn	ifcn	PROPN
spir-12170	20	37	)	)	PUNCT
spir-12170	20	38	.	.	PUNCT
spir-12170	21	1	this	this	DET
spir-12170	21	2	database	database	NOUN
spir-12170	21	3	provided	provide	VERB
spir-12170	21	4	a	a	DET
spir-12170	21	5	list	list	NOUN
spir-12170	21	6	of	of	ADP
spir-12170	21	7	212	212	NUM
spir-12170	21	8	false	false	ADJ
spir-12170	21	9	and	and	CCONJ
spir-12170	21	10	misleading	misleading	ADJ
spir-12170	21	11	italian	italian	ADJ
spir-12170	21	12	claims	claim	NOUN
spir-12170	21	13	that	that	PRON
spir-12170	21	14	surfaced	surface	VERB
spir-12170	21	15	between	between	ADP
spir-12170	21	16	january	january	PROPN
spir-12170	21	17	22	22	NUM
spir-12170	21	18	,	,	PUNCT
spir-12170	21	19	2020	2020	NUM
spir-12170	21	20	and	and	CCONJ
spir-12170	21	21	august	august	PROPN
spir-12170	21	22	26	26	NUM
spir-12170	21	23	,	,	PUNCT
spir-12170	21	24	2020	2020	NUM
spir-12170	21	25	.	.	PUNCT
spir-12170	22	1	then	then	ADV
spir-12170	22	2	,	,	PUNCT
spir-12170	22	3	we	we	PRON
spir-12170	22	4	used	use	VERB
spir-12170	22	5	the	the	DET
spir-12170	22	6	crowdtangle	crowdtangle	NOUN
spir-12170	22	7	(	(	PUNCT
spir-12170	22	8	crowdtangle	crowdtangle	NOUN
spir-12170	22	9	team	team	NOUN
spir-12170	22	10	,	,	PUNCT
spir-12170	22	11	2019	2019	NUM
spir-12170	22	12	)	)	PUNCT
spir-12170	22	13	‘	'	PUNCT
spir-12170	22	14	search	search	NOUN
spir-12170	22	15	’	'	PUNCT
spir-12170	22	16	feature	feature	NOUN
spir-12170	22	17	to	to	PART
spir-12170	22	18	identify	identify	VERB
spir-12170	22	19	a	a	DET
spir-12170	22	20	dataset	dataset	NOUN
spir-12170	22	21	of	of	ADP
spir-12170	22	22	related	related	ADJ
spir-12170	22	23	news	news	NOUN
spir-12170	22	24	stories	story	NOUN
spir-12170	22	25	,	,	PUNCT
spir-12170	22	26	finding	find	VERB
spir-12170	22	27	a	a	DET
spir-12170	22	28	total	total	NOUN
spir-12170	22	29	of	of	ADP
spir-12170	22	30	1,258	1,258	NUM
spir-12170	22	31	urls	url	NOUN
spir-12170	22	32	.	.	PUNCT
spir-12170	23	1	using	use	VERB
spir-12170	23	2	coornet::get_ctshares	coornet::get_ctshare	NOUN
spir-12170	23	3	(	(	PUNCT
spir-12170	23	4	)	)	PUNCT
spir-12170	23	5	function	function	NOUN
spir-12170	23	6	we	we	PRON
spir-12170	23	7	collected	collect	VERB
spir-12170	23	8	all	all	DET
spir-12170	23	9	the	the	DET
spir-12170	23	10	crowdtangle	crowdtangle	NOUN
spir-12170	23	11	-	-	PUNCT
spir-12170	23	12	tracked	track	VERB
spir-12170	23	13	facebook	facebook	NOUN
spir-12170	23	14	posts	post	NOUN
spir-12170	23	15	that	that	PRON
spir-12170	23	16	shared	share	VERB
spir-12170	23	17	these	these	DET
spir-12170	23	18	urls	url	NOUN
spir-12170	23	19	up	up	ADP
spir-12170	23	20	to	to	PART
spir-12170	23	21	one	one	NUM
spir-12170	23	22	week	week	NOUN
spir-12170	23	23	from	from	ADP
spir-12170	23	24	the	the	DET
spir-12170	23	25	story	story	NOUN
spir-12170	23	26	publication	publication	NOUN
spir-12170	23	27	date	date	NOUN
spir-12170	23	28	(	(	PUNCT
spir-12170	23	29	n=13,271	n=13,271	NOUN
spir-12170	23	30	)	)	PUNCT
spir-12170	23	31	.	.	PUNCT
spir-12170	24	1	fig	fig	NOUN
spir-12170	24	2	.	.	PUNCT
spir-12170	25	1	1	1	NUM
spir-12170	25	2	coornet	coornet	NOUN
spir-12170	25	3	a	a	PROPN
spir-12170	25	4	-	-	PUNCT
spir-12170	25	5	b	b	NOUN
spir-12170	25	6	-	-	PUNCT
spir-12170	25	7	c	c	NOUN
spir-12170	25	8	cycle	cycle	NOUN
spir-12170	25	9	flowchart	flowchart	NOUN
spir-12170	25	10	by	by	ADP
spir-12170	25	11	using	use	VERB
spir-12170	25	12	coornet::get_coord_shares	coornet::get_coord_share	NOUN
spir-12170	25	13	(	(	PUNCT
spir-12170	25	14	)	)	PUNCT
spir-12170	25	15	function	function	NOUN
spir-12170	25	16	we	we	PRON
spir-12170	25	17	define	define	VERB
spir-12170	25	18	which	which	DET
spir-12170	25	19	shares	share	NOUN
spir-12170	25	20	were	be	AUX
spir-12170	25	21	performed	perform	VERB
spir-12170	25	22	in	in	ADP
spir-12170	25	23	a	a	DET
spir-12170	25	24	coordinated	coordinated	ADJ
spir-12170	25	25	way	way	NOUN
spir-12170	25	26	,	,	PUNCT
spir-12170	25	27	where	where	SCONJ
spir-12170	25	28	coordination	coordination	NOUN
spir-12170	25	29	means	mean	VERB
spir-12170	25	30	two	two	NUM
spir-12170	25	31	actors	actor	NOUN
spir-12170	25	32	sharing	share	VERB
spir-12170	25	33	the	the	DET
spir-12170	25	34	same	same	ADJ
spir-12170	25	35	link	link	NOUN
spir-12170	25	36	within	within	ADP
spir-12170	25	37	an	an	DET
spir-12170	25	38	unusually	unusually	ADV
spir-12170	25	39	short	short	ADJ
spir-12170	25	40	period	period	NOUN
spir-12170	25	41	of	of	ADP
spir-12170	25	42	time	time	NOUN
spir-12170	25	43	.	.	PUNCT
spir-12170	26	1	moreover	moreover	ADV
spir-12170	26	2	,	,	PUNCT
spir-12170	26	3	in	in	ADP
spir-12170	26	4	order	order	NOUN
spir-12170	26	5	to	to	PART
spir-12170	26	6	avoid	avoid	VERB
spir-12170	26	7	false	false	ADJ
spir-12170	26	8	positives	positive	NOUN
spir-12170	26	9	created	create	VERB
spir-12170	26	10	by	by	ADP
spir-12170	26	11	shares	share	NOUN
spir-12170	26	12	performed	perform	VERB
spir-12170	26	13	at	at	ADP
spir-12170	26	14	approximately	approximately	ADV
spir-12170	26	15	the	the	DET
spir-12170	26	16	same	same	ADJ
spir-12170	26	17	time	time	NOUN
spir-12170	26	18	by	by	ADP
spir-12170	26	19	chance	chance	NOUN
spir-12170	26	20	,	,	PUNCT
spir-12170	26	21	coornet	coornet	NOUN
spir-12170	26	22	allows	allow	VERB
spir-12170	26	23	setting	set	VERB
spir-12170	26	24	a	a	DET
spir-12170	26	25	threshold	threshold	NOUN
spir-12170	26	26	on	on	ADP
spir-12170	26	27	how	how	SCONJ
spir-12170	26	28	many	many	ADJ
spir-12170	26	29	times	time	NOUN
spir-12170	26	30	coordination	coordination	NOUN
spir-12170	26	31	between	between	ADP
spir-12170	26	32	two	two	NUM
spir-12170	26	33	entities	entity	NOUN
spir-12170	26	34	needs	need	VERB
spir-12170	26	35	to	to	PART
spir-12170	26	36	happen	happen	VERB
spir-12170	26	37	in	in	ADP
spir-12170	26	38	order	order	NOUN
spir-12170	26	39	to	to	PART
spir-12170	26	40	be	be	AUX
spir-12170	26	41	counted	count	VERB
spir-12170	26	42	.	.	PUNCT
spir-12170	27	1	coornet::get_outputs()function	coornet::get_outputs()function	NOUN
spir-12170	27	2	returns	return	VERB
spir-12170	27	3	several	several	ADJ
spir-12170	27	4	r	r	NOUN
spir-12170	27	5	objects	object	NOUN
spir-12170	27	6	:	:	PUNCT
spir-12170	27	7	1	1	X
spir-12170	27	8	.	.	X
spir-12170	27	9	a	a	DET
spir-12170	27	10	list	list	NOUN
spir-12170	27	11	of	of	ADP
spir-12170	27	12	coordinated	coordinate	VERB
spir-12170	27	13	entities	entity	NOUN
spir-12170	27	14	detected	detect	VERB
spir-12170	27	15	with	with	ADP
spir-12170	27	16	summary	summary	NOUN
spir-12170	27	17	statistics	statistic	NOUN
spir-12170	27	18	(	(	PUNCT
spir-12170	27	19	highly_connected_coordinated_entities	highly_connected_coordinated_entitie	NOUN
spir-12170	27	20	)	)	PUNCT
spir-12170	27	21	;	;	PUNCT
spir-12170	28	1	2	2	X
spir-12170	28	2	.	.	X
spir-12170	28	3	a	a	DET
spir-12170	28	4	data	data	NOUN
spir-12170	28	5	frame	frame	NOUN
spir-12170	28	6	of	of	ADP
spir-12170	28	7	all	all	DET
spir-12170	28	8	the	the	DET
spir-12170	28	9	urls	url	NOUN
spir-12170	28	10	shared	share	VERB
spir-12170	28	11	containing	contain	VERB
spir-12170	28	12	a	a	DET
spir-12170	28	13	variable	variable	NOUN
spir-12170	28	14	identifying	identify	VERB
spir-12170	28	15	the	the	DET
spir-12170	28	16	presence	presence	NOUN
spir-12170	28	17	of	of	ADP
spir-12170	28	18	coordination	coordination	NOUN
spir-12170	28	19	(	(	PUNCT
spir-12170	28	20	ct_shares_marked.df	ct_shares_marked.df	NOUN
spir-12170	28	21	)	)	PUNCT
spir-12170	28	22	;	;	PUNCT
spir-12170	28	23	3	3	X
spir-12170	28	24	.	.	X
spir-12170	28	25	highly_connected_g	highly_connected_g	NOUN
spir-12170	28	26	,	,	PUNCT
spir-12170	28	27	i.e.	i.e.	X
spir-12170	28	28	a	a	DET
spir-12170	28	29	projected	project	VERB
spir-12170	28	30	graph	graph	NOUN
spir-12170	28	31	of	of	ADP
spir-12170	28	32	the	the	DET
spir-12170	28	33	facebook	facebook	PROPN
spir-12170	28	34	entities	entity	NOUN
spir-12170	28	35	that	that	PRON
spir-12170	28	36	shared	share	VERB
spir-12170	28	37	the	the	DET
spir-12170	28	38	urls	url	NOUN
spir-12170	28	39	in	in	ADP
spir-12170	28	40	a	a	DET
spir-12170	28	41	coordinated	coordinated	ADJ
spir-12170	28	42	way	way	NOUN
spir-12170	28	43	;	;	PUNCT
spir-12170	28	44	4	4	X
spir-12170	28	45	.	.	X
spir-12170	29	1	a	a	DET
spir-12170	29	2	data	data	NOUN
spir-12170	29	3	frame	frame	NOUN
spir-12170	29	4	summarizing	summarizing	NOUN
spir-12170	29	5	metrics	metric	NOUN
spir-12170	29	6	of	of	ADP
spir-12170	29	7	each	each	DET
spir-12170	29	8	coordinated	coordinate	VERB
spir-12170	29	9	component	component	NOUN
spir-12170	29	10	detected	detect	VERB
spir-12170	29	11	in	in	ADP
spir-12170	29	12	the	the	DET
spir-12170	29	13	network	network	NOUN
spir-12170	29	14	,	,	PUNCT
spir-12170	29	15	e.g.	e.g.	ADV
spir-12170	29	16	the	the	DET
spir-12170	29	17	average	average	ADJ
spir-12170	29	18	subscribers	subscriber	NOUN
spir-12170	29	19	of	of	ADP
spir-12170	29	20	the	the	DET
spir-12170	29	21	accounts	account	NOUN
spir-12170	29	22	,	,	PUNCT
spir-12170	29	23	the	the	DET
spir-12170	29	24	proportion	proportion	NOUN
spir-12170	29	25	of	of	ADP
spir-12170	29	26	coordinated	coordinated	ADJ
spir-12170	29	27	shares	share	NOUN
spir-12170	29	28	over	over	ADP
spir-12170	29	29	the	the	DET
spir-12170	29	30	total	total	ADJ
spir-12170	29	31	shares	share	NOUN
spir-12170	29	32	,	,	PUNCT
spir-12170	29	33	the	the	DET
spir-12170	29	34	top	top	ADJ
spir-12170	29	35	5	5	NUM
spir-12170	29	36	coordinately	coordinately	ADV
spir-12170	29	37	shared	share	VERB
spir-12170	29	38	domains	domain	NOUN
spir-12170	29	39	(	(	PUNCT
spir-12170	29	40	component_summary	component_summary	PROPN
spir-12170	29	41	)	)	PUNCT
spir-12170	29	42	;	;	PUNCT
spir-12170	29	43	5	5	X
spir-12170	29	44	.	.	X
spir-12170	29	45	a	a	DET
spir-12170	29	46	data	data	NOUN
spir-12170	29	47	frame	frame	NOUN
spir-12170	29	48	of	of	ADP
spir-12170	29	49	the	the	DET
spir-12170	29	50	most	most	ADV
spir-12170	29	51	engaging	engaging	ADJ
spir-12170	29	52	posts	post	NOUN
spir-12170	29	53	containing	contain	VERB
spir-12170	29	54	the	the	DET
spir-12170	29	55	urls	url	NOUN
spir-12170	29	56	shared	share	VERB
spir-12170	29	57	in	in	ADP
spir-12170	29	58	a	a	DET
spir-12170	29	59	coordinated	coordinated	ADJ
spir-12170	29	60	way	way	NOUN
spir-12170	29	61	(	(	PUNCT
spir-12170	29	62	top_shares	top_share	NOUN
spir-12170	29	63	)	)	PUNCT
spir-12170	29	64	;	;	PUNCT
spir-12170	29	65	6	6	X
spir-12170	29	66	.	.	X
spir-12170	29	67	another	another	PRON
spir-12170	29	68	including	include	VERB
spir-12170	29	69	the	the	DET
spir-12170	29	70	top	top	ADJ
spir-12170	29	71	urls	url	NOUN
spir-12170	29	72	shared	share	VERB
spir-12170	29	73	in	in	ADP
spir-12170	29	74	a	a	DET
spir-12170	29	75	coordinated	coordinated	ADJ
spir-12170	29	76	way	way	NOUN
spir-12170	29	77	(	(	PUNCT
spir-12170	29	78	top_urls	top_url	NOUN
spir-12170	29	79	)	)	PUNCT
spir-12170	29	80	.	.	PUNCT
spir-12170	30	1	this	this	DET
spir-12170	30	2	first	first	ADJ
spir-12170	30	3	iteration	iteration	NOUN
spir-12170	30	4	of	of	ADP
spir-12170	30	5	the	the	DET
spir-12170	30	6	a	a	PRON
spir-12170	30	7	-	-	PUNCT
spir-12170	30	8	b	b	NOUN
spir-12170	30	9	-	-	PUNCT
spir-12170	30	10	c	c	NOUN
spir-12170	30	11	cycle	cycle	NOUN
spir-12170	30	12	led	lead	VERB
spir-12170	30	13	to	to	ADP
spir-12170	30	14	the	the	DET
spir-12170	30	15	identification	identification	NOUN
spir-12170	30	16	of	of	ADP
spir-12170	30	17	152	152	NUM
spir-12170	30	18	actors	actor	NOUN
spir-12170	30	19	.	.	PUNCT
spir-12170	31	1	we	we	PRON
spir-12170	31	2	then	then	ADV
spir-12170	31	3	gathered	gather	VERB
spir-12170	31	4	all	all	DET
spir-12170	31	5	the	the	DET
spir-12170	31	6	posts	post	NOUN
spir-12170	31	7	with	with	ADP
spir-12170	31	8	links	link	NOUN
spir-12170	31	9	shared	share	VERB
spir-12170	31	10	by	by	ADP
spir-12170	31	11	these	these	DET
spir-12170	31	12	accounts	account	NOUN
spir-12170	31	13	over	over	ADP
spir-12170	31	14	a	a	DET
spir-12170	31	15	period	period	NOUN
spir-12170	31	16	of	of	ADP
spir-12170	31	17	one	one	NUM
spir-12170	31	18	month	month	NOUN
spir-12170	31	19	(	(	PUNCT
spir-12170	31	20	october	october	PROPN
spir-12170	31	21	2020	2020	NUM
spir-12170	31	22	,	,	PUNCT
spir-12170	31	23	due	due	ADP
spir-12170	31	24	to	to	ADP
spir-12170	31	25	the	the	DET
spir-12170	31	26	resurgence	resurgence	NOUN
spir-12170	31	27	of	of	ADP
spir-12170	31	28	the	the	DET
spir-12170	31	29	coronavirus	coronavirus	NOUN
spir-12170	31	30	outbreak	outbreak	NOUN
spir-12170	31	31	)	)	PUNCT
spir-12170	31	32	.	.	PUNCT
spir-12170	32	1	the	the	DET
spir-12170	32	2	resulting	result	VERB
spir-12170	32	3	dataset	dataset	NOUN
spir-12170	32	4	of	of	ADP
spir-12170	32	5	59,346	59,346	NUM
spir-12170	32	6	urls	url	NOUN
spir-12170	32	7	has	have	AUX
spir-12170	32	8	been	be	AUX
spir-12170	32	9	used	use	VERB
spir-12170	32	10	as	as	ADP
spir-12170	32	11	the	the	DET
spir-12170	32	12	input	input	NOUN
spir-12170	32	13	of	of	ADP
spir-12170	32	14	the	the	DET
spir-12170	32	15	second	second	ADJ
spir-12170	32	16	iteration	iteration	NOUN
spir-12170	32	17	of	of	ADP
spir-12170	32	18	the	the	DET
spir-12170	32	19	a	a	PRON
spir-12170	32	20	-	-	PUNCT
spir-12170	32	21	b	b	NOUN
spir-12170	32	22	-	-	PUNCT
spir-12170	32	23	c	c	NOUN
spir-12170	32	24	cycle	cycle	NOUN
spir-12170	32	25	.	.	PUNCT
spir-12170	33	1	coornet::get_ctshares	coornet::get_ctshare	NOUN
spir-12170	33	2	(	(	PUNCT
spir-12170	33	3	)	)	PUNCT
spir-12170	33	4	resulted	result	VERB
spir-12170	33	5	in	in	ADP
spir-12170	33	6	364,400	364,400	NUM
spir-12170	33	7	facebook	facebook	NOUN
spir-12170	33	8	shares	share	NOUN
spir-12170	33	9	and	and	CCONJ
spir-12170	33	10	coornet::get_coord_shares	coornet::get_coord_share	NOUN
spir-12170	33	11	(	(	PUNCT
spir-12170	33	12	)	)	PUNCT
spir-12170	33	13	identified	identify	VERB
spir-12170	33	14	344	344	NUM
spir-12170	33	15	entities	entity	NOUN
spir-12170	33	16	.	.	PUNCT
spir-12170	34	1	finally	finally	ADV
spir-12170	34	2	,	,	PUNCT
spir-12170	34	3	coornet::draw_url_timeline_chart	coornet::draw_url_timeline_chart	NOUN
spir-12170	34	4	(	(	PUNCT
spir-12170	34	5	)	)	PUNCT
spir-12170	34	6	creates	create	VERB
spir-12170	34	7	an	an	DET
spir-12170	34	8	interactive	interactive	ADJ
spir-12170	34	9	visualization	visualization	NOUN
spir-12170	34	10	that	that	PRON
spir-12170	34	11	displays	display	VERB
spir-12170	34	12	the	the	DET
spir-12170	34	13	cumulative	cumulative	ADJ
spir-12170	34	14	shares	share	NOUN
spir-12170	34	15	over	over	ADP
spir-12170	34	16	time	time	NOUN
spir-12170	34	17	received	receive	VERB
spir-12170	34	18	by	by	ADP
spir-12170	34	19	a	a	DET
spir-12170	34	20	single	single	ADJ
spir-12170	34	21	url	url	NOUN
spir-12170	34	22	along	along	ADP
spir-12170	34	23	with	with	ADP
spir-12170	34	24	the	the	DET
spir-12170	34	25	entities	entity	NOUN
spir-12170	34	26	that	that	PRON
spir-12170	34	27	shared	share	VERB
spir-12170	34	28	it	it	PRON
spir-12170	34	29	in	in	ADP
spir-12170	34	30	both	both	CCONJ
spir-12170	34	31	a	a	DET
spir-12170	34	32	coordinated	coordinated	ADJ
spir-12170	34	33	and	and	CCONJ
spir-12170	34	34	non	non	ADJ
spir-12170	34	35	-	-	ADJ
spir-12170	34	36	coordinated	coordinated	ADJ
spir-12170	34	37	manner	manner	NOUN
spir-12170	34	38	(	(	PUNCT
spir-12170	34	39	fig	fig	NOUN
spir-12170	34	40	.	.	PUNCT
spir-12170	35	1	2	2	NUM
spir-12170	35	2	)	)	PUNCT
spir-12170	35	3	.	.	PUNCT
spir-12170	36	1	fig	fig	NOUN
spir-12170	36	2	.	.	PUNCT
spir-12170	37	1	2	2	NUM
spir-12170	37	2	output	output	NOUN
spir-12170	37	3	of	of	ADP
spir-12170	37	4	the	the	DET
spir-12170	37	5	draw_url_timeline_chart	draw_url_timeline_chart	NOUN
spir-12170	37	6	(	(	PUNCT
spir-12170	37	7	)	)	PUNCT
spir-12170	37	8	for	for	ADP
spir-12170	37	9	the	the	DET
spir-12170	37	10	news	news	NOUN
spir-12170	37	11	story	story	NOUN
spir-12170	37	12	with	with	ADP
spir-12170	37	13	most	most	ADJ
spir-12170	37	14	shares	share	NOUN
spir-12170	37	15	emerged	emerge	VERB
spir-12170	37	16	in	in	ADP
spir-12170	37	17	iteration	iteration	NOUN
spir-12170	37	18	2	2	NUM
spir-12170	37	19	.	.	PUNCT
spir-12170	37	20	various	various	ADJ
spir-12170	37	21	types	type	NOUN
spir-12170	37	22	of	of	ADP
spir-12170	37	23	covid-19	covid-19	PROPN
spir-12170	37	24	skepticism	skepticism	NOUN
spir-12170	37	25	,	,	PUNCT
spir-12170	37	26	anti	anti	ADJ
spir-12170	37	27	-	-	ADJ
spir-12170	37	28	vaxx	vaxx	ADJ
spir-12170	37	29	,	,	PUNCT
spir-12170	37	30	and	and	CCONJ
spir-12170	37	31	anti	anti	ADJ
spir-12170	37	32	-	-	NOUN
spir-12170	37	33	mask	mask	NOUN
spir-12170	37	34	are	be	AUX
spir-12170	37	35	prominently	prominently	ADV
spir-12170	37	36	featured	feature	VERB
spir-12170	37	37	in	in	ADP
spir-12170	37	38	the	the	DET
spir-12170	37	39	list	list	NOUN
spir-12170	37	40	of	of	ADP
spir-12170	37	41	coordinated	coordinate	VERB
spir-12170	37	42	news	news	NOUN
spir-12170	37	43	stories	story	NOUN
spir-12170	37	44	(	(	PUNCT
spir-12170	37	45	top_urls	top_url	NOUN
spir-12170	37	46	)	)	PUNCT
spir-12170	37	47	shared	share	VERB
spir-12170	37	48	by	by	ADP
spir-12170	37	49	these	these	DET
spir-12170	37	50	networks	network	NOUN
spir-12170	37	51	.	.	PUNCT
spir-12170	38	1	results	result	NOUN
spir-12170	38	2	of	of	ADP
spir-12170	38	3	the	the	DET
spir-12170	38	4	case	case	NOUN
spir-12170	38	5	study	study	NOUN
spir-12170	38	6	will	will	AUX
spir-12170	38	7	be	be	AUX
spir-12170	38	8	presented	present	VERB
spir-12170	38	9	at	at	ADP
spir-12170	38	10	a	a	DET
spir-12170	38	11	macro	macro	NOUN
spir-12170	38	12	,	,	PUNCT
spir-12170	38	13	meso	meso	NOUN
spir-12170	38	14	,	,	PUNCT
spir-12170	38	15	and	and	CCONJ
spir-12170	38	16	micro	micro	ADJ
spir-12170	38	17	level	level	NOUN
spir-12170	38	18	.	.	PUNCT
spir-12170	39	1	more	more	ADJ
spir-12170	39	2	general	general	ADJ
spir-12170	39	3	implications	implication	NOUN
spir-12170	39	4	will	will	AUX
spir-12170	39	5	be	be	AUX
spir-12170	39	6	also	also	ADV
spir-12170	39	7	discussed	discuss	VERB
spir-12170	39	8	.	.	PUNCT
spir-12170	40	1	references	reference	NOUN
spir-12170	40	2	allcott	allcott	VERB
spir-12170	40	3	,	,	PUNCT
spir-12170	40	4	h.	h.	PROPN
spir-12170	40	5	,	,	PUNCT
spir-12170	40	6	&	&	CCONJ
spir-12170	40	7	gentzkow	gentzkow	PROPN
spir-12170	40	8	,	,	PUNCT
spir-12170	40	9	m.	m.	NOUN
spir-12170	40	10	(	(	PUNCT
spir-12170	40	11	2017	2017	NUM
spir-12170	40	12	)	)	PUNCT
spir-12170	40	13	.	.	PUNCT
spir-12170	41	1	social	social	ADJ
spir-12170	41	2	media	medium	NOUN
spir-12170	41	3	and	and	CCONJ
spir-12170	41	4	fake	fake	ADJ
spir-12170	41	5	news	news	NOUN
spir-12170	41	6	in	in	ADP
spir-12170	41	7	the	the	DET
spir-12170	41	8	2016	2016	NUM
spir-12170	41	9	election	election	NOUN
spir-12170	41	10	.	.	PUNCT
spir-12170	42	1	the	the	DET
spir-12170	42	2	journal	journal	NOUN
spir-12170	42	3	of	of	ADP
spir-12170	42	4	economic	economic	ADJ
spir-12170	42	5	perspectives	perspective	NOUN
spir-12170	42	6	:	:	PUNCT
spir-12170	42	7	a	a	DET
spir-12170	42	8	journal	journal	NOUN
spir-12170	42	9	of	of	ADP
spir-12170	42	10	the	the	DET
spir-12170	42	11	american	american	PROPN
spir-12170	42	12	economic	economic	PROPN
spir-12170	42	13	association	association	PROPN
spir-12170	42	14	,	,	PUNCT
spir-12170	42	15	31(2	31(2	NUM
spir-12170	42	16	)	)	PUNCT
spir-12170	42	17	,	,	PUNCT
spir-12170	42	18	211–236	211–236	NUM
spir-12170	42	19	.	.	PUNCT
spir-12170	42	20	benkler	benkler	NOUN
spir-12170	42	21	,	,	PUNCT
spir-12170	42	22	y.	y.	PROPN
spir-12170	42	23	(	(	PUNCT
spir-12170	42	24	2019	2019	NUM
spir-12170	42	25	)	)	PUNCT
spir-12170	42	26	.	.	PUNCT
spir-12170	43	1	cautionary	cautionary	ADJ
spir-12170	43	2	notes	note	NOUN
spir-12170	43	3	on	on	ADP
spir-12170	43	4	disinformation	disinformation	NOUN
spir-12170	43	5	and	and	CCONJ
spir-12170	43	6	the	the	DET
spir-12170	43	7	origins	origin	NOUN
spir-12170	43	8	of	of	ADP
spir-12170	43	9	distrust	distrust	NOUN
spir-12170	43	10	.	.	PUNCT
spir-12170	44	1	social	social	ADJ
spir-12170	44	2	science	science	PROPN
spir-12170	44	3	research	research	PROPN
spir-12170	44	4	council	council	PROPN
spir-12170	44	5	.	.	PUNCT
spir-12170	45	1	crowdtangle	crowdtangle	PROPN
spir-12170	45	2	team	team	NOUN
spir-12170	45	3	.	.	PUNCT
spir-12170	46	1	(	(	PUNCT
spir-12170	46	2	2019	2019	NUM
spir-12170	46	3	)	)	PUNCT
spir-12170	46	4	.	.	PUNCT
spir-12170	47	1	crowdtangle	crowdtangle	PROPN
spir-12170	48	1	[	[	X
spir-12170	48	2	data	datum	NOUN
spir-12170	48	3	set	set	NOUN
spir-12170	48	4	]	]	PUNCT
spir-12170	48	5	.	.	PUNCT
spir-12170	49	1	françois	françois	PROPN
spir-12170	49	2	,	,	PUNCT
spir-12170	49	3	c.	c.	PROPN
spir-12170	49	4	(	(	PUNCT
spir-12170	49	5	2019	2019	NUM
spir-12170	49	6	)	)	PUNCT
spir-12170	49	7	.	.	PUNCT
spir-12170	50	1	actors	actor	NOUN
spir-12170	50	2	,	,	PUNCT
spir-12170	50	3	behaviors	behavior	NOUN
spir-12170	50	4	,	,	PUNCT
spir-12170	50	5	content	content	NOUN
spir-12170	50	6	:	:	PUNCT
spir-12170	50	7	a	a	DET
spir-12170	50	8	disinformation	disinformation	NOUN
spir-12170	50	9	abc	abc	NOUN
spir-12170	50	10	highlighting	highlight	VERB
spir-12170	50	11	three	three	NUM
spir-12170	50	12	vectors	vector	NOUN
spir-12170	50	13	of	of	ADP
spir-12170	50	14	viral	viral	ADJ
spir-12170	50	15	deception	deception	NOUN
spir-12170	50	16	to	to	PART
spir-12170	50	17	guide	guide	VERB
spir-12170	50	18	industry	industry	NOUN
spir-12170	50	19	&	&	CCONJ
spir-12170	50	20	regulatory	regulatory	ADJ
spir-12170	50	21	responses	response	NOUN
spir-12170	50	22	(	(	PUNCT
spir-12170	50	23	one	one	NUM
spir-12170	50	24	)	)	PUNCT
spir-12170	50	25	.	.	PUNCT
spir-12170	51	1	transatlantic	transatlantic	ADJ
spir-12170	51	2	high	high	ADJ
spir-12170	51	3	level	level	NOUN
spir-12170	51	4	working	work	VERB
spir-12170	51	5	group	group	NOUN
spir-12170	51	6	on	on	ADP
spir-12170	51	7	content	content	NOUN
spir-12170	51	8	moderation	moderation	NOUN
spir-12170	51	9	online	online	ADV
spir-12170	51	10	and	and	CCONJ
spir-12170	51	11	freedom	freedom	NOUN
spir-12170	51	12	of	of	ADP
spir-12170	51	13	expression	expression	NOUN
spir-12170	51	14	.	.	PUNCT
spir-12170	52	1	freelon	freelon	PROPN
spir-12170	52	2	,	,	PUNCT
spir-12170	52	3	d.	d.	PROPN
spir-12170	52	4	,	,	PUNCT
spir-12170	52	5	&	&	CCONJ
spir-12170	52	6	wells	wells	PROPN
spir-12170	52	7	,	,	PUNCT
spir-12170	52	8	c.	c.	PROPN
spir-12170	52	9	(	(	PUNCT
spir-12170	52	10	2020	2020	NUM
spir-12170	52	11	)	)	PUNCT
spir-12170	52	12	.	.	PUNCT
spir-12170	53	1	disinformation	disinformation	NOUN
spir-12170	53	2	as	as	ADP
spir-12170	53	3	political	political	ADJ
spir-12170	53	4	communication	communication	NOUN
spir-12170	53	5	.	.	PUNCT
spir-12170	54	1	political	political	ADJ
spir-12170	54	2	communication	communication	NOUN
spir-12170	54	3	,	,	PUNCT
spir-12170	54	4	37(2	37(2	PROPN
spir-12170	54	5	)	)	PUNCT
spir-12170	54	6	,	,	PUNCT
spir-12170	54	7	145–156	145–156	NUM
spir-12170	54	8	.	.	PUNCT
spir-12170	55	1	giglietto	giglietto	PROPN
spir-12170	55	2	,	,	PUNCT
spir-12170	55	3	f.	f.	PROPN
spir-12170	55	4	,	,	PUNCT
spir-12170	55	5	righetti	righetti	PROPN
spir-12170	55	6	,	,	PUNCT
spir-12170	55	7	n.	n.	NOUN
spir-12170	55	8	,	,	PUNCT
spir-12170	55	9	&	&	CCONJ
spir-12170	55	10	marino	marino	PROPN
spir-12170	55	11	,	,	PUNCT
spir-12170	55	12	g.	g.	PROPN
spir-12170	55	13	(	(	PUNCT
spir-12170	55	14	2019	2019	NUM
spir-12170	55	15	)	)	PUNCT
spir-12170	55	16	.	.	PUNCT
spir-12170	56	1	understanding	understand	VERB
spir-12170	56	2	coordinated	coordinated	ADJ
spir-12170	56	3	and	and	CCONJ
spir-12170	56	4	inauthentic	inauthentic	ADJ
spir-12170	56	5	link	link	NOUN
spir-12170	56	6	sharing	share	VERB
spir-12170	56	7	behavior	behavior	NOUN
spir-12170	56	8	on	on	ADP
spir-12170	56	9	facebook	facebook	PROPN
spir-12170	56	10	in	in	ADP
spir-12170	56	11	the	the	DET
spir-12170	56	12	run	run	NOUN
spir-12170	56	13	-	-	PUNCT
spir-12170	56	14	up	up	NOUN
spir-12170	56	15	to	to	PART
spir-12170	56	16	2018	2018	NUM
spir-12170	56	17	general	general	ADJ
spir-12170	56	18	election	election	NOUN
spir-12170	56	19	and	and	CCONJ
spir-12170	56	20	2019	2019	NUM
spir-12170	56	21	european	european	ADJ
spir-12170	56	22	election	election	NOUN
spir-12170	56	23	in	in	ADP
spir-12170	56	24	italy	italy	PROPN
spir-12170	56	25	.	.	PUNCT
spir-12170	57	1	giglietto	giglietto	PROPN
spir-12170	57	2	,	,	PUNCT
spir-12170	57	3	f.	f.	PROPN
spir-12170	57	4	,	,	PUNCT
spir-12170	57	5	righetti	righetti	PROPN
spir-12170	57	6	,	,	PUNCT
spir-12170	57	7	n.	n.	NOUN
spir-12170	57	8	,	,	PUNCT
spir-12170	57	9	&	&	CCONJ
spir-12170	57	10	rossi	rossi	PROPN
spir-12170	57	11	,	,	PUNCT
spir-12170	57	12	l.	l.	PROPN
spir-12170	57	13	(	(	PUNCT
spir-12170	57	14	2020	2020	NUM
spir-12170	57	15	)	)	PUNCT
spir-12170	57	16	.	.	PUNCT
spir-12170	58	1	coornet	coornet	PROPN
spir-12170	58	2	.	.	PUNCT
spir-12170	59	1	detect	detect	VERB
spir-12170	59	2	coordinated	coordinate	VERB
spir-12170	59	3	link	link	NOUN
spir-12170	59	4	sharing	share	VERB
spir-12170	59	5	behavior	behavior	NOUN
spir-12170	59	6	on	on	ADP
spir-12170	59	7	social	social	ADJ
spir-12170	59	8	media	medium	NOUN
spir-12170	59	9	.	.	PUNCT
spir-12170	60	1	giglietto	giglietto	PROPN
spir-12170	60	2	,	,	PUNCT
spir-12170	60	3	f.	f.	PROPN
spir-12170	60	4	,	,	PUNCT
spir-12170	60	5	righetti	righetti	PROPN
spir-12170	60	6	,	,	PUNCT
spir-12170	60	7	n.	n.	NOUN
spir-12170	60	8	,	,	PUNCT
spir-12170	60	9	rossi	rossi	PROPN
spir-12170	60	10	,	,	PUNCT
spir-12170	60	11	l.	l.	PROPN
spir-12170	60	12	,	,	PUNCT
spir-12170	60	13	&	&	CCONJ
spir-12170	60	14	marino	marino	PROPN
spir-12170	60	15	,	,	PUNCT
spir-12170	60	16	g.	g.	PROPN
spir-12170	60	17	(	(	PUNCT
spir-12170	60	18	2020	2020	NUM
spir-12170	60	19	)	)	PUNCT
spir-12170	60	20	.	.	PUNCT
spir-12170	61	1	it	it	PRON
spir-12170	61	2	takes	take	VERB
spir-12170	61	3	a	a	DET
spir-12170	61	4	village	village	NOUN
spir-12170	61	5	to	to	PART
spir-12170	61	6	manipulate	manipulate	VERB
spir-12170	61	7	the	the	DET
spir-12170	61	8	media	medium	NOUN
spir-12170	61	9	:	:	PUNCT
spir-12170	61	10	coordinated	coordinate	VERB
spir-12170	61	11	link	link	NOUN
spir-12170	61	12	sharing	share	VERB
spir-12170	61	13	behavior	behavior	NOUN
spir-12170	61	14	during	during	ADP
spir-12170	61	15	2018	2018	NUM
spir-12170	61	16	and	and	CCONJ
spir-12170	61	17	2019	2019	NUM
spir-12170	61	18	italian	italian	ADJ
spir-12170	61	19	elections	election	NOUN
spir-12170	61	20	.	.	PUNCT
spir-12170	62	1	information	information	NOUN
spir-12170	62	2	,	,	PUNCT
spir-12170	62	3	communication	communication	NOUN
spir-12170	62	4	and	and	CCONJ
spir-12170	62	5	society	society	NOUN
spir-12170	62	6	,	,	PUNCT
spir-12170	62	7	23(6	23(6	NUM
spir-12170	62	8	)	)	PUNCT
spir-12170	62	9	,	,	PUNCT
spir-12170	62	10	867–891	867–891	NUM
spir-12170	62	11	.	.	PUNCT
spir-12170	63	1	guess	guess	NOUN
spir-12170	63	2	,	,	PUNCT
spir-12170	63	3	a.	a.	NOUN
spir-12170	63	4	,	,	PUNCT
spir-12170	63	5	nagler	nagler	NOUN
spir-12170	63	6	,	,	PUNCT
spir-12170	63	7	j.	j.	PROPN
spir-12170	63	8	,	,	PUNCT
spir-12170	63	9	&	&	CCONJ
spir-12170	63	10	tucker	tucker	PROPN
spir-12170	63	11	,	,	PUNCT
spir-12170	63	12	j.	j.	PROPN
spir-12170	63	13	(	(	PUNCT
spir-12170	63	14	2019	2019	NUM
spir-12170	63	15	)	)	PUNCT
spir-12170	63	16	.	.	PUNCT
spir-12170	64	1	less	less	ADJ
spir-12170	64	2	than	than	SCONJ
spir-12170	64	3	you	you	PRON
spir-12170	64	4	think	think	VERB
spir-12170	64	5	:	:	PUNCT
spir-12170	64	6	prevalence	prevalence	NOUN
spir-12170	64	7	and	and	CCONJ
spir-12170	64	8	predictors	predictor	NOUN
spir-12170	64	9	of	of	ADP
spir-12170	64	10	fake	fake	ADJ
spir-12170	64	11	news	news	NOUN
spir-12170	64	12	dissemination	dissemination	NOUN
spir-12170	64	13	on	on	ADP
spir-12170	64	14	facebook	facebook	PROPN
spir-12170	64	15	.	.	PUNCT
spir-12170	65	1	science	science	NOUN
spir-12170	65	2	advances	advance	NOUN
spir-12170	65	3	,	,	PUNCT
spir-12170	65	4	5(1	5(1	NUM
spir-12170	65	5	)	)	PUNCT
spir-12170	65	6	,	,	PUNCT
spir-12170	65	7	eaau4586	eaau4586	PROPN
spir-12170	65	8	.	.	PROPN
spir-12170	65	9	jack	jack	PROPN
spir-12170	65	10	,	,	PUNCT
spir-12170	65	11	c.	c.	PROPN
spir-12170	65	12	(	(	PUNCT
spir-12170	65	13	2017	2017	NUM
spir-12170	65	14	)	)	PUNCT
spir-12170	65	15	.	.	PUNCT
spir-12170	66	1	lexicon	lexicon	NOUN
spir-12170	66	2	of	of	ADP
spir-12170	66	3	lies	lie	NOUN
spir-12170	66	4	:	:	PUNCT
spir-12170	66	5	terms	term	NOUN
spir-12170	66	6	for	for	ADP
spir-12170	66	7	problematic	problematic	ADJ
spir-12170	66	8	information	information	NOUN
spir-12170	66	9	.	.	PUNCT
spir-12170	67	1	data	data	PROPN
spir-12170	67	2	&	&	CCONJ
spir-12170	67	3	society	society	NOUN
spir-12170	67	4	.	.	PUNCT
spir-12170	68	1	https://datasociety.net/output/lexicon-of-lies/	https://datasociety.net/output/lexicon-of-lies/	PROPN
spir-12170	68	2	phillips	phillips	PROPN
spir-12170	68	3	,	,	PUNCT
spir-12170	68	4	w.	w.	PROPN
spir-12170	68	5	(	(	PUNCT
spir-12170	68	6	2018	2018	NUM
spir-12170	68	7	)	)	PUNCT
spir-12170	68	8	.	.	PUNCT
spir-12170	69	1	the	the	DET
spir-12170	69	2	oxygen	oxygen	NOUN
spir-12170	69	3	of	of	ADP
spir-12170	69	4	amplification	amplification	NOUN
spir-12170	69	5	.	.	PUNCT
spir-12170	70	1	data	data	PROPN
spir-12170	70	2	&	&	CCONJ
spir-12170	70	3	society	society	NOUN
spir-12170	70	4	,	,	PUNCT
spir-12170	70	5	22	22	NUM
spir-12170	70	6	,	,	PUNCT
spir-12170	70	7	1–128	1–128	NUM
spir-12170	70	8	.	.	PUNCT
spir-12170	71	1	zollo	zollo	PROPN
spir-12170	71	2	,	,	PUNCT
spir-12170	71	3	f.	f.	PROPN
spir-12170	71	4	,	,	PUNCT
spir-12170	71	5	bessi	bessi	PROPN
spir-12170	71	6	,	,	PUNCT
spir-12170	71	7	a.	a.	NOUN
spir-12170	71	8	,	,	PUNCT
spir-12170	71	9	del	del	PROPN
spir-12170	71	10	vicario	vicario	PROPN
spir-12170	71	11	,	,	PUNCT
spir-12170	71	12	m.	m.	NOUN
spir-12170	71	13	,	,	PUNCT
spir-12170	71	14	scala	scala	PROPN
spir-12170	71	15	,	,	PUNCT
spir-12170	71	16	a.	a.	PROPN
spir-12170	71	17	,	,	PUNCT
spir-12170	71	18	caldarelli	caldarelli	PROPN
spir-12170	71	19	,	,	PUNCT
spir-12170	71	20	g.	g.	PROPN
spir-12170	71	21	,	,	PUNCT
spir-12170	71	22	shekhtman	shekhtman	NOUN
spir-12170	71	23	,	,	PUNCT
spir-12170	71	24	l.	l.	PROPN
spir-12170	71	25	,	,	PUNCT
spir-12170	71	26	havlin	havlin	PROPN
spir-12170	71	27	,	,	PUNCT
spir-12170	71	28	s.	s.	PROPN
spir-12170	71	29	,	,	PUNCT
spir-12170	71	30	&	&	CCONJ
spir-12170	71	31	quattrociocchi	quattrociocchi	ADJ
spir-12170	71	32	,	,	PUNCT
spir-12170	71	33	w.	w.	NOUN
spir-12170	71	34	(	(	PUNCT
spir-12170	71	35	2017	2017	NUM
spir-12170	71	36	)	)	PUNCT
spir-12170	71	37	.	.	PUNCT
spir-12170	72	1	debunking	debunking	NOUN
spir-12170	72	2	in	in	ADP
spir-12170	72	3	a	a	DET
spir-12170	72	4	world	world	NOUN
spir-12170	72	5	of	of	ADP
spir-12170	72	6	tribes	tribe	NOUN
spir-12170	72	7	.	.	PUNCT
spir-12170	73	1	plos	plos	PROPN
spir-12170	73	2	one	one	NUM
spir-12170	73	3	,	,	PUNCT
spir-12170	73	4	12(7	12(7	NUM
spir-12170	73	5	)	)	PUNCT
spir-12170	73	6	,	,	PUNCT
spir-12170	73	7	e0181821	e0181821	VERB
spir-12170	73	8	.	.	PUNCT