id	sid	tid	token	lemma	pos
spir-10964	1	1	api	api	NOUN
spir-10964	1	2	and	and	CCONJ
spir-10964	1	3	beyond	beyond	ADP
spir-10964	1	4	detecting	detect	VERB
spir-10964	1	5	coordinated	coordinate	VERB
spir-10964	1	6	behaviours	behaviour	NOUN
spir-10964	1	7	in	in	ADP
spir-10964	1	8	facebook	facebook	NOUN
spir-10964	1	9	interactions	interaction	NOUN
spir-10964	1	10	around	around	ADP
spir-10964	1	11	political	political	ADJ
spir-10964	1	12	news	news	NOUN
spir-10964	1	13	stori.pdf	stori.pdf	NOUN
spir-10964	1	14	  	  	SPACE
spir-10964	1	15	selected	select	VERB
spir-10964	1	16	papers	paper	NOUN
spir-10964	1	17	of	of	ADP
spir-10964	1	18	#	#	SYM
spir-10964	1	19	aoir2019	aoir2019	PROPN
spir-10964	1	20	:	:	PUNCT
spir-10964	1	21	  	  	SPACE
spir-10964	1	22	the	the	DET
spir-10964	1	23	20	20	NUM
spir-10964	1	24	th	th	PRON
spir-10964	1	25	annual	annual	ADJ
spir-10964	1	26	conference	conference	NOUN
spir-10964	1	27	of	of	ADP
spir-10964	1	28	the	the	DET
spir-10964	1	29	  	  	SPACE
spir-10964	1	30	association	association	NOUN
spir-10964	1	31	of	of	ADP
spir-10964	1	32	internet	internet	NOUN
spir-10964	1	33	researchers	researcher	NOUN
spir-10964	1	34	  	  	SPACE
spir-10964	1	35	brisbane	brisbane	NOUN
spir-10964	1	36	,	,	PUNCT
spir-10964	1	37	australia	australia	PROPN
spir-10964	1	38	/	/	SYM
spir-10964	1	39	2	2	NUM
spir-10964	1	40	-	-	SYM
spir-10964	1	41	5	5	NUM
spir-10964	1	42	october	october	NOUN
spir-10964	1	43	2019	2019	NUM
spir-10964	1	44	    	    	SPACE
spir-10964	1	45	api	api	NOUN
spir-10964	1	46	and	and	CCONJ
spir-10964	1	47	beyond	beyond	ADP
spir-10964	1	48	:	:	PUNCT
spir-10964	1	49	detecting	detect	VERB
spir-10964	1	50	coordinated	coordinated	ADJ
spir-10964	1	51	behaviours	behaviour	NOUN
spir-10964	1	52	in	in	ADP
spir-10964	1	53	facebook	facebook	NOUN
spir-10964	1	54	interactions	interaction	NOUN
spir-10964	1	55	around	around	ADP
spir-10964	1	56	political	political	ADJ
spir-10964	1	57	news	news	NOUN
spir-10964	1	58	stories	story	NOUN
spir-10964	1	59	fabio	fabio	VERB
spir-10964	1	60	giglietto	giglietto	PROPN
spir-10964	1	61	university	university	PROPN
spir-10964	1	62	of	of	ADP
spir-10964	1	63	urbino	urbino	PROPN
spir-10964	1	64	carlo	carlo	PROPN
spir-10964	1	65	bo	bo	PROPN
spir-10964	1	66	nicola	nicola	PROPN
spir-10964	1	67	righetti	righetti	PROPN
spir-10964	1	68	university	university	PROPN
spir-10964	1	69	of	of	ADP
spir-10964	1	70	urbino	urbino	PROPN
spir-10964	1	71	carlo	carlo	PROPN
spir-10964	1	72	bo	bo	PROPN
spir-10964	1	73	giada	giada	PROPN
spir-10964	1	74	marino	marino	PROPN
spir-10964	1	75	university	university	PROPN
spir-10964	1	76	of	of	ADP
spir-10964	1	77	urbino	urbino	PROPN
spir-10964	1	78	carlo	carlo	PROPN
spir-10964	1	79	bo	bo	PROPN
spir-10964	1	80	this	this	DET
spir-10964	1	81	proposal	proposal	NOUN
spir-10964	1	82	is	be	AUX
spir-10964	1	83	a	a	DET
spir-10964	1	84	follow	follow	NOUN
spir-10964	1	85	-	-	PUNCT
spir-10964	1	86	up	up	NOUN
spir-10964	1	87	of	of	ADP
spir-10964	1	88	the	the	DET
spir-10964	1	89	project	project	NOUN
spir-10964	1	90	“	"	PUNCT
spir-10964	1	91	mapping	map	VERB
spir-10964	1	92	italian	italian	ADJ
spir-10964	1	93	news	news	NOUN
spir-10964	1	94	media	medium	NOUN
spir-10964	1	95	political	political	ADJ
spir-10964	1	96	coverage	coverage	NOUN
spir-10964	1	97	in	in	ADP
spir-10964	1	98	the	the	DET
spir-10964	1	99	lead	lead	NOUN
spir-10964	1	100	-	-	PUNCT
spir-10964	1	101	up	up	NOUN
spir-10964	1	102	to	to	PART
spir-10964	1	103	2018	2018	NUM
spir-10964	1	104	general	general	ADJ
spir-10964	1	105	election	election	NOUN
spir-10964	1	106	”	"	PUNCT
spir-10964	1	107	(	(	PUNCT
spir-10964	1	108	mine	mine	NOUN
spir-10964	1	109	)	)	PUNCT
spir-10964	1	110	.	.	PUNCT
spir-10964	2	1	mine	mine	NOUN
spir-10964	2	2	aimed	aim	VERB
spir-10964	2	3	at	at	ADP
spir-10964	2	4	creating	create	VERB
spir-10964	2	5	a	a	DET
spir-10964	2	6	comprehensive	comprehensive	ADJ
spir-10964	2	7	map	map	NOUN
spir-10964	2	8	of	of	ADP
spir-10964	2	9	the	the	DET
spir-10964	2	10	political	political	ADJ
spir-10964	2	11	news	news	NOUN
spir-10964	2	12	coverage	coverage	NOUN
spir-10964	2	13	created	create	VERB
spir-10964	2	14	by	by	ADP
spir-10964	2	15	the	the	DET
spir-10964	2	16	italian	italian	ADJ
spir-10964	2	17	online	online	PROPN
spir-10964	2	18	news	news	NOUN
spir-10964	2	19	media	medium	NOUN
spir-10964	2	20	in	in	ADP
spir-10964	2	21	the	the	DET
spir-10964	2	22	lead	lead	NOUN
spir-10964	2	23	-	-	PUNCT
spir-10964	2	24	up	up	NOUN
spir-10964	2	25	to	to	PART
spir-10964	2	26	2018	2018	NUM
spir-10964	2	27	general	general	ADJ
spir-10964	2	28	election	election	NOUN
spir-10964	2	29	.	.	PUNCT
spir-10964	3	1	the	the	DET
spir-10964	3	2	project	project	NOUN
spir-10964	3	3	collected	collect	VERB
spir-10964	3	4	84,815	84,815	NUM
spir-10964	3	5	news	news	NOUN
spir-10964	3	6	stories	story	NOUN
spir-10964	3	7	published	publish	VERB
spir-10964	3	8	by	by	ADP
spir-10964	3	9	over	over	ADP
spir-10964	3	10	4,000	4,000	NUM
spir-10964	3	11	news	news	NOUN
spir-10964	3	12	sources	source	NOUN
spir-10964	3	13	shared	share	VERB
spir-10964	3	14	on	on	ADP
spir-10964	3	15	facebook	facebook	PROPN
spir-10964	3	16	in	in	ADP
spir-10964	3	17	the	the	DET
spir-10964	3	18	six	six	NUM
spir-10964	3	19	months	month	NOUN
spir-10964	3	20	before	before	ADP
spir-10964	3	21	the	the	DET
spir-10964	3	22	elections	election	NOUN
spir-10964	3	23	,	,	PUNCT
spir-10964	3	24	monitoring	monitor	VERB
spir-10964	3	25	in	in	ADP
spir-10964	3	26	real	real	ADJ
spir-10964	3	27	time	time	NOUN
spir-10964	3	28	their	their	PRON
spir-10964	3	29	engagement	engagement	NOUN
spir-10964	3	30	(	(	PUNCT
spir-10964	3	31	number	number	NOUN
spir-10964	3	32	of	of	ADP
spir-10964	3	33	shares	share	NOUN
spir-10964	3	34	,	,	PUNCT
spir-10964	3	35	reactions	reaction	NOUN
spir-10964	3	36	and	and	CCONJ
spir-10964	3	37	comments	comment	NOUN
spir-10964	3	38	)	)	PUNCT
spir-10964	3	39	.	.	PUNCT
spir-10964	4	1	the	the	DET
spir-10964	4	2	final	final	ADJ
spir-10964	4	3	report	report	NOUN
spir-10964	4	4	of	of	ADP
spir-10964	4	5	the	the	DET
spir-10964	4	6	project	project	NOUN
spir-10964	4	7	(	(	PUNCT
spir-10964	4	8	giglietto	giglietto	NOUN
spir-10964	4	9	et	et	PROPN
spir-10964	4	10	al	al	PROPN
spir-10964	4	11	.	.	PROPN
spir-10964	4	12	,	,	PUNCT
spir-10964	4	13	2018	2018	NUM
spir-10964	4	14	)	)	PUNCT
spir-10964	4	15	highlighted	highlight	VERB
spir-10964	4	16	how	how	SCONJ
spir-10964	4	17	the	the	DET
spir-10964	4	18	populist	populist	ADJ
spir-10964	4	19	narrative	narrative	NOUN
spir-10964	4	20	dominated	dominate	VERB
spir-10964	4	21	the	the	DET
spir-10964	4	22	news	news	NOUN
spir-10964	4	23	(	(	PUNCT
spir-10964	4	24	both	both	CCONJ
spir-10964	4	25	in	in	ADP
spir-10964	4	26	terms	term	NOUN
spir-10964	4	27	of	of	ADP
spir-10964	4	28	volume	volume	NOUN
spir-10964	4	29	of	of	ADP
spir-10964	4	30	coverage	coverage	NOUN
spir-10964	4	31	and	and	CCONJ
spir-10964	4	32	facebook	facebook	NOUN
spir-10964	4	33	engagement	engagement	NOUN
spir-10964	4	34	)	)	PUNCT
spir-10964	4	35	in	in	ADP
spir-10964	4	36	the	the	DET
spir-10964	4	37	run	run	NOUN
spir-10964	4	38	-	-	PUNCT
spir-10964	4	39	up	up	NOUN
spir-10964	4	40	to	to	ADP
spir-10964	4	41	the	the	DET
spir-10964	4	42	italian	italian	ADJ
spir-10964	4	43	elections	election	NOUN
spir-10964	4	44	,	,	PUNCT
spir-10964	4	45	and	and	CCONJ
spir-10964	4	46	pinpointed	pinpoint	VERB
spir-10964	4	47	the	the	DET
spir-10964	4	48	diverging	diverge	VERB
spir-10964	4	49	patterns	pattern	NOUN
spir-10964	4	50	of	of	ADP
spir-10964	4	51	facebook	facebook	NOUN
spir-10964	4	52	interactions	interaction	NOUN
spir-10964	4	53	employed	employ	VERB
spir-10964	4	54	by	by	ADP
spir-10964	4	55	different	different	ADJ
spir-10964	4	56	partisan	partisan	ADJ
spir-10964	4	57	communities	community	NOUN
spir-10964	4	58	(	(	PUNCT
spir-10964	4	59	particularly	particularly	ADV
spir-10964	4	60	those	those	PRON
spir-10964	4	61	related	relate	VERB
spir-10964	4	62	to	to	ADP
spir-10964	4	63	populist	populist	ADJ
spir-10964	4	64	parties	party	NOUN
spir-10964	4	65	)	)	PUNCT
spir-10964	4	66	to	to	PART
spir-10964	4	67	amplify	amplify	VERB
spir-10964	4	68	the	the	DET
spir-10964	4	69	reach	reach	NOUN
spir-10964	4	70	of	of	ADP
spir-10964	4	71	the	the	DET
spir-10964	4	72	content	content	NOUN
spir-10964	4	73	aligned	align	VERB
spir-10964	4	74	with	with	ADP
spir-10964	4	75	their	their	PRON
spir-10964	4	76	worldview	worldview	NOUN
spir-10964	4	77	by	by	ADP
spir-10964	4	78	sharing	share	VERB
spir-10964	4	79	news	news	NOUN
spir-10964	4	80	stories	story	NOUN
spir-10964	4	81	on	on	ADP
spir-10964	4	82	social	social	ADJ
spir-10964	4	83	media	medium	NOUN
spir-10964	4	84	,	,	PUNCT
spir-10964	4	85	while	while	SCONJ
spir-10964	4	86	trying	try	VERB
spir-10964	4	87	to	to	PART
spir-10964	4	88	reframe	reframe	VERB
spir-10964	4	89	,	,	PUNCT
spir-10964	4	90	through	through	ADP
spir-10964	4	91	comments	comment	NOUN
spir-10964	4	92	,	,	PUNCT
spir-10964	4	93	the	the	DET
spir-10964	4	94	negative	negative	ADJ
spir-10964	4	95	coverage	coverage	NOUN
spir-10964	4	96	of	of	ADP
spir-10964	4	97	the	the	DET
spir-10964	4	98	party	party	NOUN
spir-10964	4	99	they	they	PRON
spir-10964	4	100	support	support	VERB
spir-10964	4	101	.	.	PUNCT
spir-10964	5	1	these	these	DET
spir-10964	5	2	insights	insight	NOUN
spir-10964	5	3	led	lead	VERB
spir-10964	5	4	to	to	ADP
spir-10964	5	5	further	further	ADJ
spir-10964	5	6	questions	question	NOUN
spir-10964	5	7	concerning	concern	VERB
spir-10964	5	8	the	the	DET
spir-10964	5	9	nature	nature	NOUN
spir-10964	5	10	of	of	ADP
spir-10964	5	11	the	the	DET
spir-10964	5	12	observed	observed	ADJ
spir-10964	5	13	diverging	diverge	VERB
spir-10964	5	14	patterns	pattern	NOUN
spir-10964	5	15	of	of	ADP
spir-10964	5	16	facebook	facebook	NOUN
spir-10964	5	17	interactions	interaction	NOUN
spir-10964	5	18	around	around	ADP
spir-10964	5	19	political	political	ADJ
spir-10964	5	20	news	news	NOUN
spir-10964	5	21	.	.	PUNCT
spir-10964	6	1	in	in	ADP
spir-10964	6	2	particular	particular	ADJ
spir-10964	6	3	,	,	PUNCT
spir-10964	6	4	we	we	PRON
spir-10964	6	5	wondered	wonder	VERB
spir-10964	6	6	if	if	SCONJ
spir-10964	6	7	the	the	DET
spir-10964	6	8	observed	observed	ADJ
spir-10964	6	9	patterns	pattern	NOUN
spir-10964	6	10	were	be	AUX
spir-10964	6	11	the	the	DET
spir-10964	6	12	result	result	NOUN
spir-10964	6	13	of	of	ADP
spir-10964	6	14	a	a	DET
spir-10964	6	15	spontaneous	spontaneous	ADJ
spir-10964	6	16	grassroots	grassroot	NOUN
spir-10964	6	17	effort	effort	NOUN
spir-10964	6	18	,	,	PUNCT
spir-10964	6	19	i.e.	i.e.	X
spir-10964	6	20	the	the	DET
spir-10964	6	21	consequence	consequence	NOUN
spir-10964	6	22	of	of	ADP
spir-10964	6	23	a	a	DET
spir-10964	6	24	combination	combination	NOUN
spir-10964	6	25	of	of	ADP
spir-10964	6	26	non	non	ADJ
spir-10964	6	27	-	-	ADJ
spir-10964	6	28	coordinated	coordinated	ADJ
spir-10964	6	29	individual	individual	ADJ
spir-10964	6	30	actions	action	NOUN
spir-10964	6	31	,	,	PUNCT
spir-10964	6	32	or	or	CCONJ
spir-10964	6	33	instead	instead	ADV
spir-10964	6	34	of	of	ADP
spir-10964	6	35	a	a	DET
spir-10964	6	36	strategically	strategically	ADV
spir-10964	6	37	organized	organize	VERB
spir-10964	6	38	attempt	attempt	NOUN
spir-10964	6	39	to	to	PART
spir-10964	6	40	manipulate	manipulate	VERB
spir-10964	6	41	the	the	DET
spir-10964	6	42	online	online	ADJ
spir-10964	6	43	news	news	NOUN
spir-10964	6	44	media	medium	NOUN
spir-10964	6	45	landscape	landscape	NOUN
spir-10964	6	46	in	in	ADP
spir-10964	6	47	order	order	NOUN
spir-10964	6	48	to	to	ADP
spir-10964	6	49	game	game	NOUN
spir-10964	6	50	platforms	platform	NOUN
spir-10964	6	51	algorithms	algorithm	NOUN
spir-10964	6	52	in	in	ADP
spir-10964	6	53	support	support	NOUN
spir-10964	6	54	of	of	ADP
spir-10964	6	55	specific	specific	ADJ
spir-10964	6	56	viewpoints	viewpoint	NOUN
spir-10964	6	57	,	,	PUNCT
spir-10964	6	58	candidates	candidate	NOUN
spir-10964	6	59	and	and	CCONJ
spir-10964	6	60	parties	party	NOUN
spir-10964	6	61	.	.	PUNCT
spir-10964	7	1	despite	despite	SCONJ
spir-10964	7	2	several	several	ADJ
spir-10964	7	3	studies	study	NOUN
spir-10964	7	4	have	have	AUX
spir-10964	7	5	already	already	ADV
spir-10964	7	6	pointed	point	VERB
spir-10964	7	7	out	out	ADP
spir-10964	7	8	the	the	DET
spir-10964	7	9	systematic	systematic	ADJ
spir-10964	7	10	use	use	NOUN
spir-10964	7	11	of	of	ADP
spir-10964	7	12	bots	bot	NOUN
spir-10964	7	13	and	and	CCONJ
spir-10964	7	14	fake	fake	ADJ
spir-10964	7	15	accounts	account	NOUN
spir-10964	7	16	in	in	ADP
spir-10964	7	17	electoral	electoral	ADJ
spir-10964	7	18	campaigns	campaign	NOUN
spir-10964	7	19	(	(	PUNCT
spir-10964	7	20	bastos	bastos	PROPN
spir-10964	7	21	&	&	CCONJ
spir-10964	7	22	marcea	marcea	PROPN
spir-10964	7	23	,	,	PUNCT
spir-10964	7	24	2018	2018	NUM
spir-10964	7	25	;	;	PUNCT
spir-10964	7	26	bessi	bessi	PROPN
spir-10964	7	27	&	&	CCONJ
spir-10964	7	28	ferrara	ferrara	NOUN
spir-10964	7	29	,	,	PUNCT
spir-10964	7	30	2016	2016	NUM
spir-10964	7	31	;	;	PUNCT
spir-10964	7	32	tucker	tucker	PROPN
spir-10964	7	33	et	et	PROPN
spir-10964	7	34	al	al	PROPN
spir-10964	7	35	.	.	PROPN
spir-10964	7	36	,	,	PUNCT
spir-10964	7	37	2018	2018	NUM
spir-10964	7	38	)	)	PUNCT
spir-10964	7	39	,	,	PUNCT
spir-10964	7	40	few	few	ADJ
spir-10964	7	41	studies	study	NOUN
spir-10964	7	42	directly	directly	ADV
spir-10964	7	43	focused	focus	VERB
spir-10964	7	44	on	on	ADP
spir-10964	7	45	strategically	strategically	ADV
spir-10964	7	46	coordinated	coordinate	VERB
spir-10964	7	47	online	online	ADJ
spir-10964	7	48	behaviours	behaviour	NOUN
spir-10964	7	49	aimed	aim	VERB
spir-10964	7	50	at	at	ADP
spir-10964	7	51	hacking	hack	VERB
spir-10964	7	52	the	the	DET
spir-10964	7	53	attention	attention	NOUN
spir-10964	7	54	economy	economy	NOUN
spir-10964	7	55	on	on	ADP
spir-10964	7	56	facebook	facebook	PROPN
spir-10964	7	57	.	.	PUNCT
spir-10964	8	1	social	social	ADJ
spir-10964	8	2	media	medium	NOUN
spir-10964	8	3	like	like	ADP
spir-10964	8	4	facebook	facebook	PROPN
spir-10964	8	5	have	have	AUX
spir-10964	8	6	increasingly	increasingly	ADV
spir-10964	8	7	become	become	VERB
spir-10964	8	8	sources	source	NOUN
spir-10964	8	9	of	of	ADP
spir-10964	8	10	information	information	NOUN
spir-10964	8	11	for	for	ADP
spir-10964	8	12	the	the	DET
spir-10964	8	13	citizens	citizen	NOUN
spir-10964	8	14	(	(	PUNCT
spir-10964	8	15	e.g.	e.g.	ADV
spir-10964	8	16	pew	pew	NOUN
spir-10964	8	17	research	research	NOUN
spir-10964	8	18	center	center	NOUN
spir-10964	8	19	,	,	PUNCT
spir-10964	8	20	2018	2018	NUM
spir-10964	8	21	)	)	PUNCT
spir-10964	8	22	.	.	PUNCT
spir-10964	9	1	it	it	PRON
spir-10964	9	2	is	be	AUX
spir-10964	9	3	thus	thus	ADV
spir-10964	9	4	crucial	crucial	ADJ
spir-10964	9	5	to	to	PART
spir-10964	9	6	understand	understand	VERB
spir-10964	9	7	to	to	ADP
spir-10964	9	8	what	what	DET
spir-10964	9	9	extent	extent	NOUN
spir-10964	9	10	social	social	ADJ
spir-10964	9	11	media	medium	NOUN
spir-10964	9	12	users	user	NOUN
spir-10964	9	13	are	be	AUX
spir-10964	9	14	exposed	expose	VERB
spir-10964	9	15	on	on	ADP
spir-10964	9	16	facebook	facebook	PROPN
spir-10964	9	17	to	to	ADP
spir-10964	9	18	news	news	NOUN
spir-10964	9	19	-	-	PUNCT
spir-10964	9	20	stories	story	NOUN
spir-10964	9	21	amplified	amplify	VERB
spir-10964	9	22	or	or	CCONJ
spir-10964	9	23	suggested	suggest	VERB
spir-10964	9	24	citation	citation	NOUN
spir-10964	9	25	(	(	PUNCT
spir-10964	9	26	apa	apa	PROPN
spir-10964	9	27	):	):	PUNCT
spir-10964	9	28	giglietto	giglietto	PROPN
spir-10964	9	29	,	,	PUNCT
spir-10964	9	30	f.	f.	PROPN
spir-10964	9	31	,	,	PUNCT
spir-10964	9	32	righetti	righetti	PROPN
spir-10964	9	33	,	,	PUNCT
spir-10964	9	34	n.	n.	NOUN
spir-10964	9	35	,	,	PUNCT
spir-10964	9	36	&	&	CCONJ
spir-10964	9	37	marino	marino	PROPN
spir-10964	9	38	,	,	PUNCT
spir-10964	9	39	g.	g.	PROPN
spir-10964	9	40	(	(	PUNCT
spir-10964	9	41	2019	2019	NUM
spir-10964	9	42	,	,	PUNCT
spir-10964	9	43	october	october	PROPN
spir-10964	9	44	2	2	NUM
spir-10964	9	45	-	-	SYM
spir-10964	9	46	5	5	NUM
spir-10964	9	47	)	)	PUNCT
spir-10964	9	48	.	.	PUNCT
spir-10964	10	1	api	api	NOUN
spir-10964	10	2	and	and	CCONJ
spir-10964	10	3	beyond	beyond	ADP
spir-10964	10	4	:	:	PUNCT
spir-10964	10	5	detecting	detect	VERB
spir-10964	10	6	coordinated	coordinated	ADJ
spir-10964	10	7	behaviours	behaviour	NOUN
spir-10964	10	8	in	in	ADP
spir-10964	10	9	facebook	facebook	NOUN
spir-10964	10	10	interactions	interaction	NOUN
spir-10964	10	11	around	around	ADP
spir-10964	10	12	political	political	ADJ
spir-10964	10	13	news	news	NOUN
spir-10964	10	14	stories	story	NOUN
spir-10964	10	15	paper	paper	NOUN
spir-10964	10	16	presented	present	VERB
spir-10964	10	17	at	at	ADP
spir-10964	10	18	aoir	aoir	NOUN
spir-10964	10	19	2019	2019	NUM
spir-10964	10	20	:	:	PUNCT
spir-10964	10	21	the	the	DET
spir-10964	10	22	20th	20th	ADJ
spir-10964	10	23	annual	annual	ADJ
spir-10964	10	24	conference	conference	NOUN
spir-10964	10	25	of	of	ADP
spir-10964	10	26	the	the	DET
spir-10964	10	27	association	association	NOUN
spir-10964	10	28	of	of	ADP
spir-10964	10	29	internet	internet	NOUN
spir-10964	10	30	researchers	researcher	NOUN
spir-10964	10	31	.	.	PUNCT
spir-10964	11	1	brisbane	brisbane	PROPN
spir-10964	11	2	,	,	PUNCT
spir-10964	11	3	australia	australia	PROPN
spir-10964	11	4	:	:	PUNCT
spir-10964	11	5	aoir	aoir	NOUN
spir-10964	11	6	.	.	PUNCT
spir-10964	11	7	retrieved	retrieve	VERB
spir-10964	11	8	from	from	ADP
spir-10964	11	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-10964	11	10	.	.	PUNCT
spir-10964	11	11	  	  	SPACE
spir-10964	11	12	selected	select	VERB
spir-10964	11	13	papers	paper	NOUN
spir-10964	11	14	of	of	ADP
spir-10964	11	15	#	#	SYM
spir-10964	11	16	aoir2019	aoir2019	PROPN
spir-10964	11	17	:	:	PUNCT
spir-10964	11	18	  	  	SPACE
spir-10964	11	19	the	the	DET
spir-10964	11	20	20	20	NUM
spir-10964	11	21	th	th	PRON
spir-10964	11	22	annual	annual	ADJ
spir-10964	11	23	conference	conference	NOUN
spir-10964	11	24	of	of	ADP
spir-10964	11	25	the	the	DET
spir-10964	11	26	  	  	SPACE
spir-10964	11	27	association	association	NOUN
spir-10964	11	28	of	of	ADP
spir-10964	11	29	internet	internet	NOUN
spir-10964	11	30	researchers	researcher	NOUN
spir-10964	11	31	  	  	SPACE
spir-10964	11	32	brisbane	brisbane	NOUN
spir-10964	11	33	,	,	PUNCT
spir-10964	11	34	australia	australia	PROPN
spir-10964	11	35	/	/	SYM
spir-10964	11	36	2	2	NUM
spir-10964	11	37	-	-	SYM
spir-10964	11	38	5	5	NUM
spir-10964	11	39	october	october	NOUN
spir-10964	11	40	2019	2019	NUM
spir-10964	11	41	    	    	SPACE
spir-10964	11	42	criticized	criticize	VERB
spir-10964	11	43	through	through	ADP
spir-10964	11	44	authentic	authentic	ADJ
spir-10964	11	45	and	and	CCONJ
spir-10964	11	46	inauthentic	inauthentic	ADJ
spir-10964	11	47	coordinated	coordinated	ADJ
spir-10964	11	48	behaviour	behaviour	NOUN
spir-10964	11	49	(	(	PUNCT
spir-10964	11	50	gleicher	gleicher	NOUN
spir-10964	11	51	,	,	PUNCT
spir-10964	11	52	2018	2018	NUM
spir-10964	11	53	)	)	PUNCT
spir-10964	11	54	with	with	ADP
spir-10964	11	55	the	the	DET
spir-10964	11	56	aim	aim	NOUN
spir-10964	11	57	of	of	ADP
spir-10964	11	58	twisting	twist	VERB
spir-10964	11	59	the	the	DET
spir-10964	11	60	perception	perception	NOUN
spir-10964	11	61	of	of	ADP
spir-10964	11	62	public	public	ADJ
spir-10964	11	63	opinion	opinion	NOUN
spir-10964	11	64	and	and	CCONJ
spir-10964	11	65	,	,	PUNCT
spir-10964	11	66	in	in	ADP
spir-10964	11	67	turn	turn	NOUN
spir-10964	11	68	,	,	PUNCT
spir-10964	11	69	influence	influence	VERB
spir-10964	11	70	the	the	DET
spir-10964	11	71	behaviour	behaviour	NOUN
spir-10964	11	72	of	of	ADP
spir-10964	11	73	professional	professional	ADJ
spir-10964	11	74	journalists	journalist	NOUN
spir-10964	11	75	and	and	CCONJ
spir-10964	11	76	other	other	ADJ
spir-10964	11	77	citizens	citizen	NOUN
spir-10964	11	78	.	.	PUNCT
spir-10964	12	1	data	datum	NOUN
spir-10964	12	2	originally	originally	ADV
spir-10964	12	3	collected	collect	VERB
spir-10964	12	4	for	for	ADP
spir-10964	12	5	mine	mine	NOUN
spir-10964	12	6	during	during	ADP
spir-10964	12	7	2018	2018	NUM
spir-10964	12	8	via	via	ADP
spir-10964	12	9	publically	publically	ADV
spir-10964	12	10	available	available	ADJ
spir-10964	12	11	facebook	facebook	PROPN
spir-10964	12	12	api	api	NOUN
spir-10964	12	13	proved	prove	VERB
spir-10964	12	14	useful	useful	ADJ
spir-10964	12	15	to	to	PART
spir-10964	12	16	identify	identify	VERB
spir-10964	12	17	the	the	DET
spir-10964	12	18	patterns	pattern	NOUN
spir-10964	12	19	,	,	PUNCT
spir-10964	12	20	but	but	CCONJ
spir-10964	12	21	fall	fall	VERB
spir-10964	12	22	short	short	ADV
spir-10964	12	23	of	of	ADP
spir-10964	12	24	providing	provide	VERB
spir-10964	12	25	compelling	compelling	ADJ
spir-10964	12	26	evidence	evidence	NOUN
spir-10964	12	27	on	on	ADP
spir-10964	12	28	the	the	DET
spir-10964	12	29	nature	nature	NOUN
spir-10964	12	30	of	of	ADP
spir-10964	12	31	these	these	DET
spir-10964	12	32	behaviours	behaviour	NOUN
spir-10964	12	33	.	.	PUNCT
spir-10964	13	1	in	in	ADP
spir-10964	13	2	order	order	NOUN
spir-10964	13	3	to	to	PART
spir-10964	13	4	shed	shed	VERB
spir-10964	13	5	some	some	DET
spir-10964	13	6	light	light	NOUN
spir-10964	13	7	on	on	ADP
spir-10964	13	8	this	this	DET
spir-10964	13	9	question	question	NOUN
spir-10964	13	10	,	,	PUNCT
spir-10964	13	11	we	we	PRON
spir-10964	13	12	thus	thus	ADV
spir-10964	13	13	requested	request	VERB
spir-10964	13	14	and	and	CCONJ
spir-10964	13	15	obtained	obtain	VERB
spir-10964	13	16	access	access	NOUN
spir-10964	13	17	to	to	ADP
spir-10964	13	18	two	two	NUM
spir-10964	13	19	additional	additional	ADJ
spir-10964	13	20	datasets	dataset	NOUN
spir-10964	13	21	directly	directly	ADV
spir-10964	13	22	provided	provide	VERB
spir-10964	13	23	by	by	ADP
spir-10964	13	24	facebook	facebook	NOUN
spir-10964	13	25	and	and	CCONJ
spir-10964	13	26	made	make	VERB
spir-10964	13	27	available	available	ADJ
spir-10964	13	28	through	through	ADP
spir-10964	13	29	the	the	DET
spir-10964	13	30	social	social	ADJ
spir-10964	13	31	science	science	NOUN
spir-10964	13	32	one	one	NUM
spir-10964	13	33	(	(	PUNCT
spir-10964	13	34	sso	sso	NOUN
spir-10964	13	35	)	)	PUNCT
spir-10964	13	36	initiative	initiative	NOUN
spir-10964	13	37	.	.	PUNCT
spir-10964	14	1	1	1	NUM
spir-10964	14	2	informed	inform	VERB
spir-10964	14	3	by	by	ADP
spir-10964	14	4	the	the	DET
spir-10964	14	5	results	result	NOUN
spir-10964	14	6	of	of	ADP
spir-10964	14	7	mine	mine	ADJ
spir-10964	14	8	2018	2018	NUM
spir-10964	14	9	project	project	NOUN
spir-10964	14	10	(	(	PUNCT
spir-10964	14	11	giglietto	giglietto	NOUN
spir-10964	14	12	et	et	PROPN
spir-10964	14	13	al	al	PROPN
spir-10964	14	14	.	.	PROPN
spir-10964	14	15	,	,	PUNCT
spir-10964	14	16	2018	2018	NUM
spir-10964	14	17	;	;	PUNCT
spir-10964	14	18	giglietto	giglietto	NOUN
spir-10964	14	19	,	,	PUNCT
spir-10964	14	20	righetti	righetti	PROPN
spir-10964	14	21	,	,	PUNCT
spir-10964	14	22	marino	marino	PROPN
spir-10964	14	23	&	&	CCONJ
spir-10964	14	24	rossi	rossi	PROPN
spir-10964	14	25	,	,	PUNCT
spir-10964	14	26	2019	2019	NUM
spir-10964	14	27	)	)	PUNCT
spir-10964	14	28	and	and	CCONJ
spir-10964	14	29	by	by	ADP
spir-10964	14	30	the	the	DET
spir-10964	14	31	existing	exist	VERB
spir-10964	14	32	literature	literature	NOUN
spir-10964	14	33	on	on	ADP
spir-10964	14	34	echo	echo	NOUN
spir-10964	14	35	-	-	PUNCT
spir-10964	14	36	chambers	chamber	NOUN
spir-10964	14	37	(	(	PUNCT
spir-10964	14	38	garrett	garrett	PROPN
spir-10964	14	39	,	,	PUNCT
spir-10964	14	40	2009	2009	NUM
spir-10964	14	41	;	;	PUNCT
spir-10964	14	42	sunstein	sunstein	PROPN
spir-10964	14	43	,	,	PUNCT
spir-10964	14	44	2001	2001	NUM
spir-10964	14	45	;	;	PUNCT
spir-10964	14	46	vaccari	vaccari	NOUN
spir-10964	14	47	,	,	PUNCT
spir-10964	14	48	2013	2013	NUM
spir-10964	14	49	)	)	PUNCT
spir-10964	14	50	,	,	PUNCT
spir-10964	14	51	news	news	NOUN
spir-10964	14	52	preferential	preferential	ADJ
spir-10964	14	53	exposure	exposure	NOUN
spir-10964	14	54	(	(	PUNCT
spir-10964	14	55	bakshy	bakshy	PROPN
spir-10964	14	56	et	et	PROPN
spir-10964	14	57	al	al	PROPN
spir-10964	14	58	.	.	PROPN
spir-10964	14	59	,	,	PUNCT
spir-10964	14	60	2015	2015	NUM
spir-10964	14	61	;	;	PUNCT
spir-10964	14	62	messing	messing	NOUN
spir-10964	14	63	&	&	CCONJ
spir-10964	14	64	westwood	westwood	PROPN
spir-10964	14	65	,	,	PUNCT
spir-10964	14	66	2014	2014	NUM
spir-10964	14	67	;)	;)	SYM
spir-10964	14	68	,	,	PUNCT
spir-10964	14	69	attention	attention	NOUN
spir-10964	14	70	economy	economy	NOUN
spir-10964	14	71	and	and	CCONJ
spir-10964	14	72	strategic	strategic	ADJ
spir-10964	14	73	amplification	amplification	NOUN
spir-10964	14	74	(	(	PUNCT
spir-10964	14	75	philips	philip	NOUN
spir-10964	14	76	,	,	PUNCT
spir-10964	14	77	2018	2018	NUM
spir-10964	14	78	;	;	PUNCT
spir-10964	14	79	webster	webster	PROPN
spir-10964	14	80	,	,	PUNCT
spir-10964	14	81	2014	2014	NUM
spir-10964	14	82	;	;	PUNCT
spir-10964	14	83	zhang	zhang	PROPN
spir-10964	14	84	et	et	PROPN
spir-10964	14	85	al	al	PROPN
spir-10964	14	86	.	.	PROPN
spir-10964	14	87	,	,	PUNCT
spir-10964	14	88	2017	2017	NUM
spir-10964	14	89	)	)	PUNCT
spir-10964	14	90	,	,	PUNCT
spir-10964	14	91	we	we	PRON
spir-10964	14	92	thus	thus	ADV
spir-10964	14	93	designed	design	VERB
spir-10964	14	94	a	a	DET
spir-10964	14	95	set	set	NOUN
spir-10964	14	96	of	of	ADP
spir-10964	14	97	hypothesis	hypothesis	NOUN
spir-10964	14	98	articulated	articulate	VERB
spir-10964	14	99	in	in	ADP
spir-10964	14	100	three	three	NUM
spir-10964	14	101	areas	area	NOUN
spir-10964	14	102	:	:	PUNCT
spir-10964	14	103	a	a	X
spir-10964	14	104	)	)	PUNCT
spir-10964	14	105	the	the	DET
spir-10964	14	106	first	first	ADJ
spir-10964	14	107	area	area	NOUN
spir-10964	14	108	pertains	pertain	VERB
spir-10964	14	109	to	to	ADP
spir-10964	14	110	the	the	DET
spir-10964	14	111	social	social	ADJ
spir-10964	14	112	infrastructure	infrastructure	NOUN
spir-10964	14	113	.	.	PUNCT
spir-10964	15	1	the	the	DET
spir-10964	15	2	main	main	ADJ
spir-10964	15	3	hypothesis	hypothesis	NOUN
spir-10964	15	4	is	be	AUX
spir-10964	15	5	that	that	SCONJ
spir-10964	15	6	an	an	DET
spir-10964	15	7	organized	organize	VERB
spir-10964	15	8	effort	effort	NOUN
spir-10964	15	9	may	may	AUX
spir-10964	15	10	have	have	AUX
spir-10964	15	11	employed	employ	VERB
spir-10964	15	12	an	an	DET
spir-10964	15	13	existing	exist	VERB
spir-10964	15	14	network	network	NOUN
spir-10964	15	15	of	of	ADP
spir-10964	15	16	facebook	facebook	PROPN
spir-10964	15	17	pages	page	NOUN
spir-10964	15	18	and	and	CCONJ
spir-10964	15	19	groups	group	NOUN
spir-10964	15	20	aimed	aim	VERB
spir-10964	15	21	at	at	ADP
spir-10964	15	22	facilitating	facilitate	VERB
spir-10964	15	23	certain	certain	ADJ
spir-10964	15	24	collective	collective	ADJ
spir-10964	15	25	behaviour	behaviour	NOUN
spir-10964	15	26	.	.	PUNCT
spir-10964	16	1	higher	high	ADJ
spir-10964	16	2	percentages	percentage	NOUN
spir-10964	16	3	of	of	ADP
spir-10964	16	4	news	news	NOUN
spir-10964	16	5	-	-	PUNCT
spir-10964	16	6	stories	story	NOUN
spir-10964	16	7	shares	share	NOUN
spir-10964	16	8	performed	perform	VERB
spir-10964	16	9	by	by	ADP
spir-10964	16	10	pages	page	NOUN
spir-10964	16	11	and	and	CCONJ
spir-10964	16	12	groups	group	NOUN
spir-10964	16	13	(	(	PUNCT
spir-10964	16	14	as	as	SCONJ
spir-10964	16	15	opposed	oppose	VERB
spir-10964	16	16	to	to	ADP
spir-10964	16	17	personal	personal	ADJ
spir-10964	16	18	profiles	profile	NOUN
spir-10964	16	19	)	)	PUNCT
spir-10964	16	20	may	may	AUX
spir-10964	16	21	thus	thus	ADV
spir-10964	16	22	be	be	AUX
spir-10964	16	23	a	a	DET
spir-10964	16	24	sign	sign	NOUN
spir-10964	16	25	of	of	ADP
spir-10964	16	26	a	a	DET
spir-10964	16	27	coordinated	coordinated	ADJ
spir-10964	16	28	behaviour	behaviour	NOUN
spir-10964	16	29	;	;	PUNCT
spir-10964	16	30	b	b	X
spir-10964	16	31	)	)	PUNCT
spir-10964	16	32	the	the	DET
spir-10964	16	33	second	second	ADJ
spir-10964	16	34	area	area	NOUN
spir-10964	16	35	employs	employ	VERB
spir-10964	16	36	insularity	insularity	NOUN
spir-10964	16	37	(	(	PUNCT
spir-10964	16	38	a	a	DET
spir-10964	16	39	measure	measure	NOUN
spir-10964	16	40	developed	develop	VERB
spir-10964	16	41	for	for	ADP
spir-10964	16	42	mine	mine	NOUN
spir-10964	16	43	of	of	ADP
spir-10964	16	44	the	the	DET
spir-10964	16	45	extent	extent	NOUN
spir-10964	16	46	to	to	PART
spir-10964	16	47	which	which	PRON
spir-10964	16	48	an	an	DET
spir-10964	16	49	online	online	ADJ
spir-10964	16	50	news	news	NOUN
spir-10964	16	51	source	source	NOUN
spir-10964	16	52	is	be	AUX
spir-10964	16	53	exclusively	exclusively	ADV
spir-10964	16	54	shared	share	VERB
spir-10964	16	55	by	by	ADP
spir-10964	16	56	actors	actor	NOUN
spir-10964	16	57	affiliated	affiliate	VERB
spir-10964	16	58	to	to	ADP
spir-10964	16	59	a	a	DET
spir-10964	16	60	specific	specific	ADJ
spir-10964	16	61	online	online	ADJ
spir-10964	16	62	partisan	partisan	ADJ
spir-10964	16	63	community	community	NOUN
spir-10964	16	64	)	)	PUNCT
spir-10964	16	65	to	to	PART
spir-10964	16	66	understand	understand	VERB
spir-10964	16	67	at	at	ADP
spir-10964	16	68	what	what	DET
spir-10964	16	69	extent	extent	NOUN
spir-10964	16	70	shares	share	NOUN
spir-10964	16	71	and	and	CCONJ
spir-10964	16	72	comments	comment	NOUN
spir-10964	16	73	without	without	ADP
spir-10964	16	74	-	-	PUNCT
spir-10964	16	75	clicks	click	NOUN
spir-10964	16	76	(	(	PUNCT
spir-10964	16	77	interactions	interaction	NOUN
spir-10964	16	78	performed	perform	VERB
spir-10964	16	79	on	on	ADP
spir-10964	16	80	a	a	DET
spir-10964	16	81	shared	share	VERB
spir-10964	16	82	news	news	NOUN
spir-10964	16	83	-	-	PUNCT
spir-10964	16	84	story	story	NOUN
spir-10964	16	85	based	base	VERB
spir-10964	16	86	on	on	ADP
spir-10964	16	87	the	the	DET
spir-10964	16	88	information	information	NOUN
spir-10964	16	89	displayed	display	VERB
spir-10964	16	90	by	by	ADP
spir-10964	16	91	facebook	facebook	PROPN
spir-10964	16	92	title	title	NOUN
spir-10964	16	93	,	,	PUNCT
spir-10964	16	94	part	part	NOUN
spir-10964	16	95	of	of	ADP
spir-10964	16	96	the	the	DET
spir-10964	16	97	blurb	blurb	NOUN
spir-10964	16	98	rather	rather	ADV
spir-10964	16	99	than	than	ADP
spir-10964	16	100	after	after	ADP
spir-10964	16	101	reading	read	VERB
spir-10964	16	102	the	the	DET
spir-10964	16	103	article	article	NOUN
spir-10964	16	104	)	)	PUNCT
spir-10964	16	105	are	be	AUX
spir-10964	16	106	affected	affect	VERB
spir-10964	16	107	by	by	ADP
spir-10964	16	108	this	this	DET
spir-10964	16	109	characteristic	characteristic	NOUN
spir-10964	16	110	of	of	ADP
spir-10964	16	111	the	the	DET
spir-10964	16	112	news	news	NOUN
spir-10964	16	113	source	source	NOUN
spir-10964	16	114	.	.	PUNCT
spir-10964	17	1	higher	high	ADJ
spir-10964	17	2	percentages	percentage	NOUN
spir-10964	17	3	of	of	ADP
spir-10964	17	4	interactions	interaction	NOUN
spir-10964	17	5	-	-	PUNCT
spir-10964	17	6	without	without	ADP
spir-10964	17	7	-	-	PUNCT
spir-10964	17	8	click	click	NOUN
spir-10964	17	9	on	on	ADP
spir-10964	17	10	overall	overall	ADJ
spir-10964	17	11	interactions	interaction	NOUN
spir-10964	17	12	may	may	AUX
spir-10964	17	13	be	be	AUX
spir-10964	17	14	a	a	DET
spir-10964	17	15	sign	sign	NOUN
spir-10964	17	16	of	of	ADP
spir-10964	17	17	coordinate	coordinate	NOUN
spir-10964	17	18	behaviour	behaviour	NOUN
spir-10964	17	19	;	;	PUNCT
spir-10964	17	20	c	c	X
spir-10964	17	21	)	)	PUNCT
spir-10964	17	22	lastly	lastly	ADV
spir-10964	17	23	,	,	PUNCT
spir-10964	17	24	the	the	DET
spir-10964	17	25	exposure	exposure	NOUN
spir-10964	17	26	to	to	ADP
spir-10964	17	27	news	news	NOUN
spir-10964	17	28	stories	story	NOUN
spir-10964	17	29	area	area	NOUN
spir-10964	17	30	addresses	address	VERB
spir-10964	17	31	the	the	DET
spir-10964	17	32	frequency	frequency	NOUN
spir-10964	17	33	and	and	CCONJ
spir-10964	17	34	typology	typology	NOUN
spir-10964	17	35	of	of	ADP
spir-10964	17	36	views	view	NOUN
spir-10964	17	37	of	of	ADP
spir-10964	17	38	certain	certain	ADJ
spir-10964	17	39	content	content	NOUN
spir-10964	17	40	.	.	PUNCT
spir-10964	18	1	both	both	DET
spir-10964	18	2	facebook	facebook	NOUN
spir-10964	18	3	algorithms	algorithm	NOUN
spir-10964	18	4	and	and	CCONJ
spir-10964	18	5	the	the	DET
spir-10964	18	6	structure	structure	NOUN
spir-10964	18	7	of	of	ADP
spir-10964	18	8	the	the	DET
spir-10964	18	9	user	user	NOUN
spir-10964	18	10	’s	’s	PART
spir-10964	18	11	social	social	ADJ
spir-10964	18	12	networks	network	NOUN
spir-10964	18	13	affect	affect	VERB
spir-10964	18	14	exposure	exposure	NOUN
spir-10964	18	15	.	.	PUNCT
spir-10964	19	1	we	we	PRON
spir-10964	19	2	hypothesize	hypothesize	VERB
spir-10964	19	3	that	that	SCONJ
spir-10964	19	4	due	due	ADP
spir-10964	19	5	to	to	ADP
spir-10964	19	6	the	the	DET
spir-10964	19	7	combination	combination	NOUN
spir-10964	19	8	of	of	ADP
spir-10964	19	9	these	these	DET
spir-10964	19	10	factors	factor	NOUN
spir-10964	19	11	,	,	PUNCT
spir-10964	19	12	news	news	NOUN
spir-10964	19	13	-	-	PUNCT
spir-10964	19	14	stories	story	NOUN
spir-10964	19	15	published	publish	VERB
spir-10964	19	16	by	by	ADP
spir-10964	19	17	insular	insular	ADJ
spir-10964	19	18	online	online	ADJ
spir-10964	19	19	news	news	NOUN
spir-10964	19	20	sources	source	NOUN
spir-10964	19	21	are	be	AUX
spir-10964	19	22	shown	show	VERB
spir-10964	19	23	more	more	ADV
spir-10964	19	24	frequently	frequently	ADV
spir-10964	19	25	to	to	ADP
spir-10964	19	26	a	a	DET
spir-10964	19	27	single	single	ADJ
spir-10964	19	28	user	user	NOUN
spir-10964	19	29	and	and	CCONJ
spir-10964	19	30	more	more	ADV
spir-10964	19	31	prominently	prominently	ADV
spir-10964	19	32	(	(	PUNCT
spir-10964	19	33	top	top	ADJ
spir-10964	19	34	news	news	NOUN
spir-10964	19	35	-	-	PUNCT
spir-10964	19	36	feed	feed	NOUN
spir-10964	19	37	slot	slot	NOUN
spir-10964	19	38	)	)	PUNCT
spir-10964	19	39	than	than	ADP
spir-10964	19	40	other	other	ADJ
spir-10964	19	41	news	news	NOUN
spir-10964	19	42	stories	story	NOUN
spir-10964	19	43	.	.	PUNCT
spir-10964	20	1	in	in	ADP
spir-10964	20	2	this	this	DET
spir-10964	20	3	paper	paper	NOUN
spir-10964	20	4	,	,	PUNCT
spir-10964	20	5	the	the	DET
spir-10964	20	6	authors	author	NOUN
spir-10964	20	7	present	present	VERB
spir-10964	20	8	the	the	DET
spir-10964	20	9	measures	measure	NOUN
spir-10964	20	10	developed	develop	VERB
spir-10964	20	11	to	to	PART
spir-10964	20	12	address	address	VERB
spir-10964	20	13	the	the	DET
spir-10964	20	14	research	research	NOUN
spir-10964	20	15	questions	question	NOUN
spir-10964	20	16	articulated	articulate	VERB
spir-10964	20	17	in	in	ADP
spir-10964	20	18	the	the	DET
spir-10964	20	19	three	three	NUM
spir-10964	20	20	areas	area	NOUN
spir-10964	20	21	with	with	ADP
spir-10964	20	22	respective	respective	ADJ
spir-10964	20	23	findings	finding	NOUN
spir-10964	20	24	.	.	PUNCT
spir-10964	21	1	although	although	SCONJ
spir-10964	21	2	based	base	VERB
spir-10964	21	3	on	on	ADP
spir-10964	21	4	2018	2018	NUM
spir-10964	21	5	general	general	ADJ
spir-10964	21	6	election	election	NOUN
spir-10964	21	7	and	and	CCONJ
spir-10964	21	8	2019	2019	NUM
spir-10964	21	9	european	european	ADJ
spir-10964	21	10	election	election	NOUN
spir-10964	21	11	in	in	ADP
spir-10964	21	12	italy	italy	PROPN
spir-10964	21	13	,	,	PUNCT
spir-10964	21	14	the	the	DET
spir-10964	21	15	results	result	NOUN
spir-10964	21	16	will	will	AUX
spir-10964	21	17	be	be	AUX
spir-10964	21	18	discussed	discuss	VERB
spir-10964	21	19	in	in	ADP
spir-10964	21	20	a	a	DET
spir-10964	21	21	broader	broad	ADJ
spir-10964	21	22	context	context	NOUN
spir-10964	21	23	with	with	ADP
spir-10964	21	24	the	the	DET
spir-10964	21	25	aim	aim	NOUN
spir-10964	21	26	to	to	PART
spir-10964	21	27	shed	shed	VERB
spir-10964	21	28	light	light	NOUN
spir-10964	21	29	on	on	ADP
spir-10964	21	30	the	the	DET
spir-10964	21	31	opportunities	opportunity	NOUN
spir-10964	21	32	provided	provide	VERB
spir-10964	21	33	by	by	ADP
spir-10964	21	34	sso	sso	NOUN
spir-10964	21	35	datasets	dataset	NOUN
spir-10964	21	36	to	to	PART
spir-10964	21	37	identify	identify	VERB
spir-10964	21	38	coordinated	coordinate	VERB
spir-10964	21	39	inauthentic	inauthentic	ADJ
spir-10964	21	40	behaviours	behaviour	NOUN
spir-10964	21	41	on	on	ADP
spir-10964	21	42	facebook	facebook	PROPN
spir-10964	21	43	.	.	PUNCT
spir-10964	22	1	the	the	DET
spir-10964	22	2	research	research	NOUN
spir-10964	22	3	findings	finding	NOUN
spir-10964	22	4	are	be	AUX
spir-10964	22	5	presented	present	VERB
spir-10964	22	6	in	in	ADP
spir-10964	22	7	the	the	DET
spir-10964	22	8	report	report	NOUN
spir-10964	22	9	“	"	PUNCT
spir-10964	22	10	understanding	understand	VERB
spir-10964	22	11	coordinated	coordinated	ADJ
spir-10964	22	12	and	and	CCONJ
spir-10964	22	13	inauthentic	inauthentic	ADJ
spir-10964	22	14	link	link	NOUN
spir-10964	22	15	sharing	share	VERB
spir-10964	22	16	behavior	behavior	NOUN
spir-10964	22	17	on	on	ADP
spir-10964	22	18	facebook	facebook	PROPN
spir-10964	22	19	in	in	ADP
spir-10964	22	20	the	the	DET
spir-10964	22	21	run	run	NOUN
spir-10964	22	22	-	-	PUNCT
spir-10964	22	23	up	up	NOUN
spir-10964	22	24	to	to	PART
spir-10964	22	25	2018	2018	NUM
spir-10964	22	26	general	general	ADJ
spir-10964	22	27	election	election	NOUN
spir-10964	22	28	and	and	CCONJ
spir-10964	22	29	2019	2019	NUM
spir-10964	22	30	european	european	ADJ
spir-10964	22	31	election	election	NOUN
spir-10964	22	32	in	in	ADP
spir-10964	22	33	italy	italy	PROPN
spir-10964	22	34	”	"	PUNCT
spir-10964	22	35	(	(	PUNCT
spir-10964	22	36	giglietto	giglietto	NOUN
spir-10964	22	37	,	,	PUNCT
spir-10964	22	38	righetti	righetti	PROPN
spir-10964	22	39	&	&	CCONJ
spir-10964	22	40	marino	marino	PROPN
spir-10964	22	41	,	,	PUNCT
spir-10964	22	42	2019	2019	NUM
spir-10964	22	43	;	;	PUNCT
spir-10964	22	44	available	available	ADJ
spir-10964	22	45	at	at	ADP
spir-10964	22	46	10.31235	10.31235	NUM
spir-10964	22	47	/	/	SYM
spir-10964	22	48	osf.io/3jteh	osf.io/3jteh	NOUN
spir-10964	22	49	)	)	PUNCT
spir-10964	22	50	.	.	PUNCT
spir-10964	23	1	1	1	NUM
spir-10964	23	2	url	url	NOUN
spir-10964	23	3	share	share	NOUN
spir-10964	23	4	dataset	dataset	NOUN
spir-10964	23	5	and	and	CCONJ
spir-10964	23	6	crowdtangle	crowdtangle	PROPN
spir-10964	23	7	api	api	NOUN
spir-10964	23	8	described	describe	VERB
spir-10964	23	9	in	in	ADP
spir-10964	23	10	depth	depth	NOUN
spir-10964	23	11	at	at	ADP
spir-10964	23	12	https://socialscience.one/.	https://socialscience.one/.	ADV
spir-10964	23	13	  	  	SPACE
spir-10964	23	14	selected	select	VERB
spir-10964	23	15	papers	paper	NOUN
spir-10964	23	16	of	of	ADP
spir-10964	23	17	#	#	SYM
spir-10964	23	18	aoir2019	aoir2019	PROPN
spir-10964	23	19	:	:	PUNCT
spir-10964	23	20	  	  	SPACE
spir-10964	23	21	the	the	DET
spir-10964	23	22	20	20	NUM
spir-10964	23	23	th	th	PRON
spir-10964	23	24	annual	annual	ADJ
spir-10964	23	25	conference	conference	NOUN
spir-10964	23	26	of	of	ADP
spir-10964	23	27	the	the	DET
spir-10964	23	28	  	  	SPACE
spir-10964	23	29	association	association	NOUN
spir-10964	23	30	of	of	ADP
spir-10964	23	31	internet	internet	NOUN
spir-10964	23	32	researchers	researcher	NOUN
spir-10964	23	33	  	  	SPACE
spir-10964	23	34	brisbane	brisbane	NOUN
spir-10964	23	35	,	,	PUNCT
spir-10964	23	36	australia	australia	PROPN
spir-10964	23	37	/	/	SYM
spir-10964	23	38	2	2	NUM
spir-10964	23	39	-	-	SYM
spir-10964	23	40	5	5	NUM
spir-10964	23	41	october	october	NOUN
spir-10964	23	42	2019	2019	NUM
spir-10964	23	43	    	    	SPACE
spir-10964	23	44	references	reference	NOUN
spir-10964	23	45	bakshy	bakshy	ADJ
spir-10964	23	46	,	,	PUNCT
spir-10964	23	47	e.	e.	PROPN
spir-10964	23	48	,	,	PUNCT
spir-10964	23	49	messing	messing	NOUN
spir-10964	23	50	,	,	PUNCT
spir-10964	23	51	s.	s.	PROPN
spir-10964	23	52	,	,	PUNCT
spir-10964	23	53	&	&	CCONJ
spir-10964	23	54	adamic	adamic	PROPN
spir-10964	23	55	,	,	PUNCT
spir-10964	23	56	l.	l.	PROPN
spir-10964	23	57	a.	a.	PROPN
spir-10964	23	58	(	(	PUNCT
spir-10964	23	59	2015	2015	NUM
spir-10964	23	60	)	)	PUNCT
spir-10964	23	61	.	.	PUNCT
spir-10964	24	1	exposure	exposure	NOUN
spir-10964	24	2	to	to	PART
spir-10964	24	3	ideologically	ideologically	ADV
spir-10964	24	4	diverse	diverse	VERB
spir-10964	24	5	news	news	NOUN
spir-10964	24	6	and	and	CCONJ
spir-10964	24	7	opinion	opinion	NOUN
spir-10964	24	8	on	on	ADP
spir-10964	24	9	facebook	facebook	PROPN
spir-10964	24	10	.	.	PUNCT
spir-10964	25	1	science	science	NOUN
spir-10964	25	2	,	,	PUNCT
spir-10964	25	3	348(6239	348(6239	NUM
spir-10964	25	4	)	)	PUNCT
spir-10964	25	5	,	,	PUNCT
spir-10964	25	6	1130	1130	NUM
spir-10964	25	7	-	-	SYM
spir-10964	25	8	1132	1132	NUM
spir-10964	25	9	.	.	PUNCT
spir-10964	26	1	bastos	basto	NOUN
spir-10964	26	2	,	,	PUNCT
spir-10964	26	3	m.	m.	NOUN
spir-10964	26	4	,	,	PUNCT
spir-10964	26	5	&	&	CCONJ
spir-10964	26	6	mercea	mercea	PROPN
spir-10964	26	7	,	,	PUNCT
spir-10964	26	8	d.	d.	PROPN
spir-10964	26	9	(	(	PUNCT
spir-10964	26	10	2018	2018	NUM
spir-10964	26	11	)	)	PUNCT
spir-10964	26	12	.	.	PUNCT
spir-10964	27	1	the	the	DET
spir-10964	27	2	public	public	ADJ
spir-10964	27	3	accountability	accountability	NOUN
spir-10964	27	4	of	of	ADP
spir-10964	27	5	social	social	ADJ
spir-10964	27	6	platforms	platform	NOUN
spir-10964	27	7	:	:	PUNCT
spir-10964	27	8	lessons	lesson	NOUN
spir-10964	27	9	from	from	ADP
spir-10964	27	10	a	a	DET
spir-10964	27	11	study	study	NOUN
spir-10964	27	12	on	on	ADP
spir-10964	27	13	bots	bot	NOUN
spir-10964	27	14	and	and	CCONJ
spir-10964	27	15	trolls	troll	NOUN
spir-10964	27	16	in	in	ADP
spir-10964	27	17	the	the	DET
spir-10964	27	18	brexit	brexit	NOUN
spir-10964	27	19	campaign	campaign	NOUN
spir-10964	27	20	.	.	PUNCT
spir-10964	28	1	philosophical	philosophical	ADJ
spir-10964	28	2	transactions	transaction	NOUN
spir-10964	28	3	of	of	ADP
spir-10964	28	4	the	the	DET
spir-10964	28	5	royal	royal	ADJ
spir-10964	28	6	society	society	NOUN
spir-10964	28	7	a	a	DET
spir-10964	28	8	:	:	PUNCT
spir-10964	28	9	mathematical	mathematical	ADJ
spir-10964	28	10	,	,	PUNCT
spir-10964	28	11	physical	physical	ADJ
spir-10964	28	12	and	and	CCONJ
spir-10964	28	13	engineering	engineering	NOUN
spir-10964	28	14	sciences	science	NOUN
spir-10964	28	15	,	,	PUNCT
spir-10964	28	16	376(2128	376(2128	NUM
spir-10964	28	17	)	)	PUNCT
spir-10964	28	18	,	,	PUNCT
spir-10964	28	19	20180003	20180003	NUM
spir-10964	28	20	.	.	PUNCT
spir-10964	29	1	bessi	bessi	PROPN
spir-10964	29	2	,	,	PUNCT
spir-10964	29	3	a.	a.	PROPN
spir-10964	29	4	,	,	PUNCT
spir-10964	29	5	&	&	CCONJ
spir-10964	29	6	ferrara	ferrara	PROPN
spir-10964	29	7	,	,	PUNCT
spir-10964	29	8	e.	e.	PROPN
spir-10964	29	9	(	(	PUNCT
spir-10964	29	10	2016	2016	NUM
spir-10964	29	11	)	)	PUNCT
spir-10964	29	12	.	.	PUNCT
spir-10964	30	1	social	social	ADJ
spir-10964	30	2	bots	bot	NOUN
spir-10964	30	3	distort	distort	VERB
spir-10964	30	4	the	the	DET
spir-10964	30	5	2016	2016	NUM
spir-10964	30	6	us	us	PROPN
spir-10964	30	7	presidential	presidential	ADJ
spir-10964	30	8	election	election	NOUN
spir-10964	30	9	online	online	ADJ
spir-10964	30	10	discussion	discussion	NOUN
spir-10964	30	11	.	.	PUNCT
spir-10964	31	1	faris	faris	PROPN
spir-10964	31	2	,	,	PUNCT
spir-10964	31	3	r.	r.	PROPN
spir-10964	31	4	,	,	PUNCT
spir-10964	31	5	roberts	roberts	PROPN
spir-10964	31	6	,	,	PUNCT
spir-10964	31	7	h.	h.	PROPN
spir-10964	31	8	,	,	PUNCT
spir-10964	31	9	etling	etling	PROPN
spir-10964	31	10	,	,	PUNCT
spir-10964	31	11	b.	b.	PROPN
spir-10964	31	12	,	,	PUNCT
spir-10964	31	13	bourassa	bourassa	PROPN
spir-10964	31	14	,	,	PUNCT
spir-10964	31	15	n.	n.	NOUN
spir-10964	31	16	,	,	PUNCT
spir-10964	31	17	zuckerman	zuckerman	PROPN
spir-10964	31	18	,	,	PUNCT
spir-10964	31	19	e.	e.	PROPN
spir-10964	31	20	,	,	PUNCT
spir-10964	31	21	&	&	CCONJ
spir-10964	31	22	benkler	benkler	PROPN
spir-10964	31	23	,	,	PUNCT
spir-10964	31	24	y.	y.	PROPN
spir-10964	31	25	(	(	PUNCT
spir-10964	31	26	2017	2017	NUM
spir-10964	31	27	)	)	PUNCT
spir-10964	31	28	.	.	PUNCT
spir-10964	32	1	partisanship	partisanship	NOUN
spir-10964	32	2	,	,	PUNCT
spir-10964	32	3	propaganda	propaganda	NOUN
spir-10964	32	4	,	,	PUNCT
spir-10964	32	5	and	and	CCONJ
spir-10964	32	6	disinformation	disinformation	NOUN
spir-10964	32	7	:	:	PUNCT
spir-10964	32	8	online	online	ADJ
spir-10964	32	9	media	medium	NOUN
spir-10964	32	10	and	and	CCONJ
spir-10964	32	11	the	the	DET
spir-10964	32	12	2016	2016	NUM
spir-10964	32	13	u.s	u.s	PROPN
spir-10964	32	14	.	.	PROPN
spir-10964	32	15	presidential	presidential	ADJ
spir-10964	32	16	election	election	NOUN
spir-10964	32	17	.	.	PUNCT
spir-10964	33	1	retrieved	retrieve	VERB
spir-10964	33	2	from	from	ADP
spir-10964	33	3	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3019414	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3019414	PROPN
spir-10964	33	4	garrett	garrett	PROPN
spir-10964	33	5	,	,	PUNCT
spir-10964	33	6	r.	r.	PROPN
spir-10964	33	7	k.	k.	PROPN
spir-10964	33	8	(	(	PUNCT
spir-10964	33	9	2009	2009	NUM
spir-10964	33	10	)	)	PUNCT
spir-10964	33	11	.	.	PUNCT
spir-10964	34	1	echo	echo	PROPN
spir-10964	34	2	chambers	chamber	NOUN
spir-10964	34	3	online	online	ADV
spir-10964	34	4	?	?	PUNCT
spir-10964	34	5	:	:	PUNCT
spir-10964	34	6	politically	politically	ADV
spir-10964	34	7	motivated	motivated	ADJ
spir-10964	34	8	selective	selective	ADJ
spir-10964	34	9	exposure	exposure	NOUN
spir-10964	34	10	among	among	ADP
spir-10964	34	11	internet	internet	NOUN
spir-10964	34	12	news	news	NOUN
spir-10964	34	13	users	user	NOUN
spir-10964	34	14	.	.	PUNCT
spir-10964	35	1	journal	journal	PROPN
spir-10964	35	2	of	of	ADP
spir-10964	35	3	computer	computer	NOUN
spir-10964	35	4	-	-	PUNCT
spir-10964	35	5	mediated	mediate	VERB
spir-10964	35	6	communication	communication	NOUN
spir-10964	35	7	,	,	PUNCT
spir-10964	35	8	14(2	14(2	NUM
spir-10964	35	9	)	)	PUNCT
spir-10964	35	10	,	,	PUNCT
spir-10964	35	11	265	265	NUM
spir-10964	35	12	-	-	SYM
spir-10964	35	13	285	285	NUM
spir-10964	35	14	.	.	PUNCT
spir-10964	36	1	giglietto	giglietto	PROPN
spir-10964	36	2	,	,	PUNCT
spir-10964	36	3	f.	f.	PROPN
spir-10964	36	4	,	,	PUNCT
spir-10964	36	5	iannelli	iannelli	PROPN
spir-10964	36	6	,	,	PUNCT
spir-10964	36	7	l.	l.	PROPN
spir-10964	36	8	,	,	PUNCT
spir-10964	36	9	rossi	rossi	PROPN
spir-10964	36	10	,	,	PUNCT
spir-10964	36	11	l.	l.	PROPN
spir-10964	36	12	,	,	PUNCT
spir-10964	36	13	valeriani	valeriani	PROPN
spir-10964	36	14	,	,	PUNCT
spir-10964	36	15	a.	a.	NOUN
spir-10964	36	16	,	,	PUNCT
spir-10964	36	17	righetti	righetti	PROPN
spir-10964	36	18	,	,	PUNCT
spir-10964	36	19	n.	n.	NOUN
spir-10964	36	20	,	,	PUNCT
spir-10964	36	21	carabini	carabini	PROPN
spir-10964	36	22	,	,	PUNCT
spir-10964	36	23	f.	f.	PROPN
spir-10964	36	24	,	,	PUNCT
spir-10964	36	25	...	...	PUNCT
spir-10964	36	26	&	&	CCONJ
spir-10964	36	27	zurovac	zurovac	PROPN
spir-10964	36	28	,	,	PUNCT
spir-10964	36	29	e.	e.	PROPN
spir-10964	36	30	(	(	PUNCT
spir-10964	36	31	2018	2018	NUM
spir-10964	36	32	)	)	PUNCT
spir-10964	36	33	.	.	PUNCT
spir-10964	37	1	mapping	map	VERB
spir-10964	37	2	italian	italian	ADJ
spir-10964	37	3	news	news	NOUN
spir-10964	37	4	media	medium	NOUN
spir-10964	37	5	political	political	ADJ
spir-10964	37	6	coverage	coverage	NOUN
spir-10964	37	7	in	in	ADP
spir-10964	37	8	the	the	DET
spir-10964	37	9	lead	lead	NOUN
spir-10964	37	10	-	-	PUNCT
spir-10964	37	11	up	up	NOUN
spir-10964	37	12	to	to	PART
spir-10964	37	13	2018	2018	NUM
spir-10964	37	14	general	general	ADJ
spir-10964	37	15	election	election	NOUN
spir-10964	37	16	.	.	PUNCT
spir-10964	38	1	available	available	ADJ
spir-10964	38	2	at	at	ADP
spir-10964	38	3	ssrn	ssrn	NOUN
spir-10964	38	4	3179930	3179930	NUM
spir-10964	38	5	.	.	PUNCT
spir-10964	39	1	giglietto	giglietto	PROPN
spir-10964	39	2	,	,	PUNCT
spir-10964	39	3	f.	f.	PROPN
spir-10964	39	4	,	,	PUNCT
spir-10964	39	5	righetti	righetti	PROPN
spir-10964	39	6	,	,	PUNCT
spir-10964	39	7	n.	n.	NOUN
spir-10964	39	8	,	,	PUNCT
spir-10964	39	9	marino	marino	PROPN
spir-10964	39	10	,	,	PUNCT
spir-10964	39	11	g.	g.	PROPN
spir-10964	39	12	,	,	PUNCT
spir-10964	39	13	&	&	CCONJ
spir-10964	39	14	rossi	rossi	PROPN
spir-10964	39	15	,	,	PUNCT
spir-10964	39	16	l.	l.	PROPN
spir-10964	39	17	(	(	PUNCT
spir-10964	39	18	2019	2019	NUM
spir-10964	39	19	)	)	PUNCT
spir-10964	39	20	.	.	PUNCT
spir-10964	40	1	multi	multi	ADJ
spir-10964	40	2	-	-	ADJ
spir-10964	40	3	party	party	ADJ
spir-10964	40	4	media	medium	NOUN
spir-10964	40	5	partisanship	partisanship	NOUN
spir-10964	40	6	attention	attention	NOUN
spir-10964	40	7	score	score	NOUN
spir-10964	40	8	.	.	PUNCT
spir-10964	41	1	estimating	estimate	VERB
spir-10964	41	2	partisan	partisan	ADJ
spir-10964	41	3	attention	attention	NOUN
spir-10964	41	4	of	of	ADP
spir-10964	41	5	news	news	NOUN
spir-10964	41	6	media	medium	NOUN
spir-10964	41	7	sources	source	NOUN
spir-10964	41	8	using	use	VERB
spir-10964	41	9	twitter	twitter	NOUN
spir-10964	41	10	data	datum	NOUN
spir-10964	41	11	in	in	ADP
spir-10964	41	12	the	the	DET
spir-10964	41	13	lead	lead	NOUN
spir-10964	41	14	-	-	PUNCT
spir-10964	41	15	up	up	NOUN
spir-10964	41	16	to	to	PART
spir-10964	41	17	2018	2018	NUM
spir-10964	41	18	italian	italian	ADJ
spir-10964	41	19	election	election	NOUN
spir-10964	41	20	.	.	PUNCT
spir-10964	42	1	comunicazione	comunicazione	PROPN
spir-10964	42	2	politica	politica	PROPN
spir-10964	42	3	,	,	PUNCT
spir-10964	42	4	20(1	20(1	NUM
spir-10964	42	5	)	)	PUNCT
spir-10964	42	6	,	,	PUNCT
spir-10964	42	7	85	85	NUM
spir-10964	42	8	-	-	SYM
spir-10964	42	9	108	108	NUM
spir-10964	42	10	.	.	PUNCT
spir-10964	43	1	giglietto	giglietto	PROPN
spir-10964	43	2	,	,	PUNCT
spir-10964	43	3	f.	f.	PROPN
spir-10964	43	4	,	,	PUNCT
spir-10964	43	5	righetti	righetti	PROPN
spir-10964	43	6	,	,	PUNCT
spir-10964	43	7	n.	n.	NOUN
spir-10964	43	8	,	,	PUNCT
spir-10964	43	9	&	&	CCONJ
spir-10964	43	10	marino	marino	PROPN
spir-10964	43	11	,	,	PUNCT
spir-10964	43	12	g.	g.	PROPN
spir-10964	43	13	(	(	PUNCT
spir-10964	43	14	2019	2019	NUM
spir-10964	43	15	,	,	PUNCT
spir-10964	43	16	september	september	PROPN
spir-10964	43	17	20	20	NUM
spir-10964	43	18	)	)	PUNCT
spir-10964	43	19	.	.	PUNCT
spir-10964	44	1	understanding	understand	VERB
spir-10964	44	2	coordinated	coordinated	ADJ
spir-10964	44	3	and	and	CCONJ
spir-10964	44	4	inauthentic	inauthentic	ADJ
spir-10964	44	5	link	link	NOUN
spir-10964	44	6	sharing	share	VERB
spir-10964	44	7	behavior	behavior	NOUN
spir-10964	44	8	on	on	ADP
spir-10964	44	9	facebook	facebook	PROPN
spir-10964	44	10	in	in	ADP
spir-10964	44	11	the	the	DET
spir-10964	44	12	run	run	NOUN
spir-10964	44	13	-	-	PUNCT
spir-10964	44	14	up	up	NOUN
spir-10964	44	15	to	to	ADP
spir-10964	44	16	  	  	SPACE
spir-10964	44	17	selected	select	VERB
spir-10964	44	18	papers	paper	NOUN
spir-10964	44	19	of	of	ADP
spir-10964	44	20	#	#	SYM
spir-10964	44	21	aoir2019	aoir2019	PROPN
spir-10964	44	22	:	:	PUNCT
spir-10964	44	23	  	  	SPACE
spir-10964	44	24	the	the	DET
spir-10964	44	25	20	20	NUM
spir-10964	44	26	th	th	PRON
spir-10964	44	27	annual	annual	ADJ
spir-10964	44	28	conference	conference	NOUN
spir-10964	44	29	of	of	ADP
spir-10964	44	30	the	the	DET
spir-10964	44	31	  	  	SPACE
spir-10964	44	32	association	association	NOUN
spir-10964	44	33	of	of	ADP
spir-10964	44	34	internet	internet	NOUN
spir-10964	44	35	researchers	researcher	NOUN
spir-10964	44	36	  	  	SPACE
spir-10964	44	37	brisbane	brisbane	NOUN
spir-10964	44	38	,	,	PUNCT
spir-10964	44	39	australia	australia	PROPN
spir-10964	44	40	/	/	SYM
spir-10964	44	41	2	2	NUM
spir-10964	44	42	-	-	SYM
spir-10964	44	43	5	5	NUM
spir-10964	44	44	october	october	NOUN
spir-10964	44	45	2019	2019	NUM
spir-10964	44	46	    	    	SPACE
spir-10964	44	47	2018	2018	NUM
spir-10964	44	48	general	general	ADJ
spir-10964	44	49	election	election	NOUN
spir-10964	44	50	and	and	CCONJ
spir-10964	44	51	2019	2019	NUM
spir-10964	44	52	european	european	ADJ
spir-10964	44	53	election	election	NOUN
spir-10964	44	54	in	in	ADP
spir-10964	44	55	italy	italy	PROPN
spir-10964	44	56	.	.	PUNCT
spir-10964	45	1	https://doi.org/10.31235/osf.io/3jteh	https://doi.org/10.31235/osf.io/3jteh	PROPN
spir-10964	45	2	gleicher	gleicher	NOUN
spir-10964	45	3	,	,	PUNCT
spir-10964	45	4	n.	n.	PROPN
spir-10964	45	5	(	(	PUNCT
spir-10964	45	6	december	december	PROPN
spir-10964	45	7	6	6	NUM
spir-10964	45	8	,	,	PUNCT
spir-10964	45	9	2018	2018	NUM
spir-10964	45	10	)	)	PUNCT
spir-10964	45	11	.	.	PUNCT
spir-10964	46	1	coordinated	coordinate	VERB
spir-10964	46	2	inauthentic	inauthentic	ADJ
spir-10964	46	3	behavior	behavior	NOUN
spir-10964	46	4	explained	explain	VERB
spir-10964	46	5	.	.	PUNCT
spir-10964	47	1	available	available	ADJ
spir-10964	47	2	at	at	ADP
spir-10964	47	3	facebook	facebook	PROPN
spir-10964	47	4	newsroom	newsroom	NOUN
spir-10964	47	5	:	:	PUNCT
spir-10964	47	6	https://newsroom.fb.com/news/2018/12/inside-feed-coordinated-inauthentic-behavior	https://newsroom.fb.com/news/2018/12/inside-feed-coordinated-inauthentic-behavior	NOUN
spir-10964	47	7	/	/	SYM
spir-10964	47	8	messing	messing	NOUN
spir-10964	47	9	,	,	PUNCT
spir-10964	47	10	s.	s.	PROPN
spir-10964	47	11	,	,	PUNCT
spir-10964	47	12	&	&	CCONJ
spir-10964	47	13	westwood	westwood	PROPN
spir-10964	47	14	,	,	PUNCT
spir-10964	47	15	s.	s.	PROPN
spir-10964	47	16	j.	j.	PROPN
spir-10964	47	17	(	(	PUNCT
spir-10964	47	18	2014	2014	NUM
spir-10964	47	19	)	)	PUNCT
spir-10964	47	20	.	.	PUNCT
spir-10964	48	1	selective	selective	ADJ
spir-10964	48	2	exposure	exposure	NOUN
spir-10964	48	3	in	in	ADP
spir-10964	48	4	the	the	DET
spir-10964	48	5	age	age	NOUN
spir-10964	48	6	of	of	ADP
spir-10964	48	7	social	social	ADJ
spir-10964	48	8	media	medium	NOUN
spir-10964	48	9	:	:	PUNCT
spir-10964	48	10	endorsements	endorsement	NOUN
spir-10964	48	11	trump	trump	VERB
spir-10964	48	12	partisan	partisan	ADJ
spir-10964	48	13	source	source	NOUN
spir-10964	48	14	affiliation	affiliation	NOUN
spir-10964	48	15	when	when	SCONJ
spir-10964	48	16	selecting	select	VERB
spir-10964	48	17	news	news	NOUN
spir-10964	48	18	online	online	NOUN
spir-10964	48	19	.	.	PUNCT
spir-10964	49	1	communication	communication	NOUN
spir-10964	49	2	research	research	NOUN
spir-10964	49	3	,	,	PUNCT
spir-10964	49	4	41(8	41(8	PROPN
spir-10964	49	5	)	)	PUNCT
spir-10964	49	6	,	,	PUNCT
spir-10964	49	7	1042	1042	NUM
spir-10964	49	8	-	-	SYM
spir-10964	49	9	1063	1063	NUM
spir-10964	49	10	.	.	PUNCT
spir-10964	50	1	marwick	marwick	PROPN
spir-10964	50	2	,	,	PUNCT
spir-10964	50	3	a.	a.	PROPN
spir-10964	50	4	,	,	PUNCT
spir-10964	50	5	&	&	CCONJ
spir-10964	50	6	lewis	lewis	PROPN
spir-10964	50	7	,	,	PUNCT
spir-10964	50	8	r.	r.	PROPN
spir-10964	50	9	(	(	PUNCT
spir-10964	50	10	2017	2017	NUM
spir-10964	50	11	)	)	PUNCT
spir-10964	50	12	.	.	PUNCT
spir-10964	51	1	media	medium	NOUN
spir-10964	51	2	manipulation	manipulation	NOUN
spir-10964	51	3	and	and	CCONJ
spir-10964	51	4	disinformation	disinformation	NOUN
spir-10964	51	5	online	online	ADV
spir-10964	51	6	.	.	PUNCT
spir-10964	52	1	new	new	PROPN
spir-10964	52	2	york	york	PROPN
spir-10964	52	3	:	:	PUNCT
spir-10964	52	4	data	data	PROPN
spir-10964	52	5	&	&	CCONJ
spir-10964	52	6	society	society	PROPN
spir-10964	52	7	research	research	PROPN
spir-10964	52	8	institute	institute	PROPN
spir-10964	52	9	.	.	PUNCT
spir-10964	53	1	pew	pew	NOUN
spir-10964	53	2	research	research	NOUN
spir-10964	53	3	center	center	NOUN
spir-10964	53	4	.	.	PUNCT
spir-10964	54	1	(	(	PUNCT
spir-10964	54	2	2001	2001	NUM
spir-10964	54	3	)	)	PUNCT
spir-10964	54	4	.	.	PUNCT
spir-10964	55	1	americans	americans	PROPN
spir-10964	55	2	still	still	ADV
spir-10964	55	3	prefer	prefer	VERB
spir-10964	55	4	watching	watch	VERB
spir-10964	55	5	to	to	ADP
spir-10964	55	6	reading	read	VERB
spir-10964	55	7	the	the	DET
spir-10964	55	8	news	news	NOUN
spir-10964	55	9	–	–	PUNCT
spir-10964	55	10	and	and	CCONJ
spir-10964	55	11	mostly	mostly	ADV
spir-10964	55	12	still	still	ADV
spir-10964	55	13	through	through	ADP
spir-10964	55	14	television	television	NOUN
spir-10964	55	15	.	.	PUNCT
spir-10964	56	1	annual	annual	ADJ
spir-10964	56	2	report	report	NOUN
spir-10964	56	3	.	.	PUNCT
spir-10964	57	1	washington	washington	PROPN
spir-10964	57	2	,	,	PUNCT
spir-10964	57	3	dc	dc	PROPN
spir-10964	57	4	:	:	PUNCT
spir-10964	57	5	.	.	PUNCT
spir-10964	58	1	amy	amy	PROPN
spir-10964	58	2	mitchell	mitchell	PROPN
spir-10964	58	3	.	.	PUNCT
spir-10964	59	1	phillips	phillips	PROPN
spir-10964	59	2	,	,	PUNCT
spir-10964	59	3	w.	w.	PROPN
spir-10964	59	4	(	(	PUNCT
spir-10964	59	5	2018	2018	NUM
spir-10964	59	6	)	)	PUNCT
spir-10964	59	7	.	.	PUNCT
spir-10964	60	1	the	the	DET
spir-10964	60	2	oxygen	oxygen	NOUN
spir-10964	60	3	of	of	ADP
spir-10964	60	4	amplification	amplification	NOUN
spir-10964	60	5	.	.	PUNCT
spir-10964	61	1	new	new	PROPN
spir-10964	61	2	york	york	PROPN
spir-10964	61	3	:	:	PUNCT
spir-10964	61	4	data	data	PROPN
spir-10964	61	5	&	&	CCONJ
spir-10964	61	6	society	society	PROPN
spir-10964	61	7	research	research	PROPN
spir-10964	61	8	institute	institute	PROPN
spir-10964	61	9	.	.	PUNCT
spir-10964	62	1	sunstein	sunstein	PROPN
spir-10964	62	2	,	,	PUNCT
spir-10964	62	3	c.	c.	PROPN
spir-10964	62	4	r.	r.	PROPN
spir-10964	62	5	(	(	PUNCT
spir-10964	62	6	2001	2001	NUM
spir-10964	62	7	)	)	PUNCT
spir-10964	62	8	.	.	PUNCT
spir-10964	63	1	echo	echo	NOUN
spir-10964	63	2	chambers	chamber	NOUN
spir-10964	63	3	:	:	PUNCT
spir-10964	63	4	bush	bush	PROPN
spir-10964	63	5	v.	v.	ADP
spir-10964	63	6	gore	gore	PROPN
spir-10964	63	7	,	,	PUNCT
spir-10964	63	8	impeachment	impeachment	NOUN
spir-10964	63	9	,	,	PUNCT
spir-10964	63	10	and	and	CCONJ
spir-10964	63	11	beyond	beyond	ADP
spir-10964	63	12	.	.	PUNCT
spir-10964	64	1	princeton	princeton	PROPN
spir-10964	64	2	,	,	PUNCT
spir-10964	64	3	nj	nj	PROPN
spir-10964	64	4	:	:	PUNCT
spir-10964	64	5	princeton	princeton	PROPN
spir-10964	64	6	university	university	PROPN
spir-10964	64	7	press	press	NOUN
spir-10964	64	8	.	.	PUNCT
spir-10964	65	1	tucker	tucker	PROPN
spir-10964	65	2	,	,	PUNCT
spir-10964	65	3	j.	j.	PROPN
spir-10964	65	4	,	,	PUNCT
spir-10964	65	5	guess	guess	NOUN
spir-10964	65	6	,	,	PUNCT
spir-10964	65	7	a.	a.	NOUN
spir-10964	65	8	,	,	PUNCT
spir-10964	65	9	barberá	barberá	NOUN
spir-10964	65	10	,	,	PUNCT
spir-10964	65	11	p.	p.	NOUN
spir-10964	65	12	,	,	PUNCT
spir-10964	65	13	vaccari	vaccari	NOUN
spir-10964	65	14	,	,	PUNCT
spir-10964	65	15	c.	c.	PROPN
spir-10964	65	16	,	,	PUNCT
spir-10964	65	17	siegel	siegel	PROPN
spir-10964	65	18	,	,	PUNCT
spir-10964	65	19	a.	a.	PROPN
spir-10964	65	20	,	,	PUNCT
spir-10964	65	21	sanovich	sanovich	PROPN
spir-10964	65	22	,	,	PUNCT
spir-10964	65	23	s.	s.	PROPN
spir-10964	65	24	,	,	PUNCT
spir-10964	65	25	stukal	stukal	PROPN
spir-10964	65	26	,	,	PUNCT
spir-10964	65	27	d.	d.	PROPN
spir-10964	65	28	,	,	PUNCT
spir-10964	65	29	&	&	CCONJ
spir-10964	65	30	nyhan	nyhan	PROPN
spir-10964	65	31	,	,	PUNCT
spir-10964	65	32	b.	b.	PROPN
spir-10964	65	33	(	(	PUNCT
spir-10964	65	34	2018	2018	NUM
spir-10964	65	35	)	)	PUNCT
spir-10964	65	36	.	.	PUNCT
spir-10964	66	1	social	social	ADJ
spir-10964	66	2	media	medium	NOUN
spir-10964	66	3	,	,	PUNCT
spir-10964	66	4	political	political	ADJ
spir-10964	66	5	polarization	polarization	NOUN
spir-10964	66	6	,	,	PUNCT
spir-10964	66	7	and	and	CCONJ
spir-10964	66	8	political	political	ADJ
spir-10964	66	9	disinformation	disinformation	NOUN
spir-10964	66	10	:	:	PUNCT
spir-10964	66	11	a	a	DET
spir-10964	66	12	review	review	NOUN
spir-10964	66	13	of	of	ADP
spir-10964	66	14	the	the	DET
spir-10964	66	15	scientific	scientific	ADJ
spir-10964	66	16	literature	literature	NOUN
spir-10964	66	17	.	.	PUNCT
spir-10964	67	1	available	available	ADJ
spir-10964	67	2	at	at	ADP
spir-10964	67	3	ssrn	ssrn	PROPN
spir-10964	67	4	:	:	PUNCT
spir-10964	67	5	https://ssrn.com/abstract=3144139	https://ssrn.com/abstract=3144139	ADJ
spir-10964	67	6	vaccari	vaccari	NOUN
spir-10964	67	7	,	,	PUNCT
spir-10964	67	8	c.	c.	PROPN
spir-10964	67	9	(	(	PUNCT
spir-10964	67	10	2013	2013	NUM
spir-10964	67	11	)	)	PUNCT
spir-10964	67	12	.	.	PUNCT
spir-10964	68	1	from	from	ADP
spir-10964	68	2	echo	echo	PROPN
spir-10964	68	3	chamber	chamber	NOUN
spir-10964	68	4	to	to	ADP
spir-10964	68	5	persuasive	persuasive	ADJ
spir-10964	68	6	device	device	NOUN
spir-10964	68	7	?	?	PUNCT
spir-10964	69	1	rethinking	rethink	VERB
spir-10964	69	2	the	the	DET
spir-10964	69	3	role	role	NOUN
spir-10964	69	4	of	of	ADP
spir-10964	69	5	the	the	DET
spir-10964	69	6	internet	internet	NOUN
spir-10964	69	7	in	in	ADP
spir-10964	69	8	campaigns	campaign	NOUN
spir-10964	69	9	.	.	PUNCT
spir-10964	70	1	new	new	ADJ
spir-10964	70	2	media	medium	NOUN
spir-10964	70	3	&	&	CCONJ
spir-10964	70	4	society	society	NOUN
spir-10964	70	5	,	,	PUNCT
spir-10964	70	6	15(1	15(1	NUM
spir-10964	70	7	)	)	PUNCT
spir-10964	70	8	,	,	PUNCT
spir-10964	70	9	109	109	NUM
spir-10964	70	10	-	-	SYM
spir-10964	70	11	127	127	NUM
spir-10964	70	12	.	.	PUNCT
spir-10964	71	1	webster	webster	PROPN
spir-10964	71	2	,	,	PUNCT
spir-10964	71	3	j.g	j.g	PROPN
spir-10964	71	4	.	.	PROPN
spir-10964	71	5	(	(	PUNCT
spir-10964	71	6	2014	2014	NUM
spir-10964	71	7	)	)	PUNCT
spir-10964	71	8	the	the	DET
spir-10964	71	9	marketplace	marketplace	NOUN
spir-10964	71	10	of	of	ADP
spir-10964	71	11	attention	attention	NOUN
spir-10964	71	12	:	:	PUNCT
spir-10964	71	13	how	how	SCONJ
spir-10964	71	14	audiences	audience	NOUN
spir-10964	71	15	take	take	VERB
spir-10964	71	16	shape	shape	NOUN
spir-10964	71	17	in	in	ADP
spir-10964	71	18	a	a	DET
spir-10964	71	19	digital	digital	ADJ
spir-10964	71	20	age	age	NOUN
spir-10964	71	21	.	.	PUNCT
spir-10964	72	1	cambridge	cambridge	PROPN
spir-10964	72	2	,	,	PUNCT
spir-10964	72	3	ma	ma	PROPN
spir-10964	72	4	:	:	PUNCT
spir-10964	72	5	the	the	DET
spir-10964	72	6	mit	mit	PROPN
spir-10964	72	7	press	press	NOUN
spir-10964	72	8	.	.	PUNCT
spir-10964	72	9	  	  	SPACE
spir-10964	72	10	selected	select	VERB
spir-10964	72	11	papers	paper	NOUN
spir-10964	72	12	of	of	ADP
spir-10964	72	13	#	#	SYM
spir-10964	72	14	aoir2019	aoir2019	PROPN
spir-10964	72	15	:	:	PUNCT
spir-10964	72	16	  	  	SPACE
spir-10964	72	17	the	the	DET
spir-10964	72	18	20	20	NUM
spir-10964	72	19	th	th	PRON
spir-10964	72	20	annual	annual	ADJ
spir-10964	72	21	conference	conference	NOUN
spir-10964	72	22	of	of	ADP
spir-10964	72	23	the	the	DET
spir-10964	72	24	  	  	SPACE
spir-10964	72	25	association	association	NOUN
spir-10964	72	26	of	of	ADP
spir-10964	72	27	internet	internet	NOUN
spir-10964	72	28	researchers	researcher	NOUN
spir-10964	72	29	  	  	SPACE
spir-10964	72	30	brisbane	brisbane	NOUN
spir-10964	72	31	,	,	PUNCT
spir-10964	72	32	australia	australia	PROPN
spir-10964	72	33	/	/	SYM
spir-10964	72	34	2	2	NUM
spir-10964	72	35	-	-	SYM
spir-10964	72	36	5	5	NUM
spir-10964	72	37	october	october	PROPN
spir-10964	72	38	2019	2019	NUM
spir-10964	72	39	    	    	SPACE
spir-10964	72	40	zhang	zhang	PROPN
spir-10964	72	41	,	,	PUNCT
spir-10964	72	42	y.	y.	PROPN
spir-10964	72	43	,	,	PUNCT
spir-10964	72	44	wells	wells	PROPN
spir-10964	72	45	,	,	PUNCT
spir-10964	72	46	c.	c.	PROPN
spir-10964	72	47	,	,	PUNCT
spir-10964	72	48	wang	wang	PROPN
spir-10964	72	49	,	,	PUNCT
spir-10964	72	50	s.	s.	PROPN
spir-10964	72	51	,	,	PUNCT
spir-10964	72	52	&	&	CCONJ
spir-10964	72	53	rohe	rohe	PROPN
spir-10964	72	54	,	,	PUNCT
spir-10964	72	55	k.	k.	PROPN
spir-10964	72	56	(	(	PUNCT
spir-10964	72	57	2017	2017	NUM
spir-10964	72	58	)	)	PUNCT
spir-10964	72	59	.	.	PUNCT
spir-10964	73	1	attention	attention	NOUN
spir-10964	73	2	and	and	CCONJ
spir-10964	73	3	amplification	amplification	NOUN
spir-10964	73	4	in	in	ADP
spir-10964	73	5	the	the	DET
spir-10964	73	6	hybrid	hybrid	ADJ
spir-10964	73	7	media	medium	NOUN
spir-10964	73	8	system	system	NOUN
spir-10964	73	9	:	:	PUNCT
spir-10964	73	10	the	the	DET
spir-10964	73	11	composition	composition	NOUN
spir-10964	73	12	and	and	CCONJ
spir-10964	73	13	activity	activity	NOUN
spir-10964	73	14	of	of	ADP
spir-10964	73	15	donald	donald	PROPN
spir-10964	73	16	trump	trump	PROPN
spir-10964	73	17	’s	’s	PART
spir-10964	73	18	twitter	twitter	NOUN
spir-10964	73	19	following	follow	VERB
spir-10964	73	20	during	during	ADP
spir-10964	73	21	the	the	DET
spir-10964	73	22	2016	2016	NUM
spir-10964	73	23	presidential	presidential	ADJ
spir-10964	73	24	election	election	NOUN
spir-10964	73	25	.	.	PUNCT
spir-10964	74	1	new	new	ADJ
spir-10964	74	2	media	medium	NOUN
spir-10964	74	3	&	&	CCONJ
spir-10964	74	4	society	society	NOUN
spir-10964	74	5	,	,	PUNCT
spir-10964	74	6	1461444817744390	1461444817744390	NUM
spir-10964	74	7	.	.	PUNCT