id	sid	tid	token	lemma	pos
spir-11199	1	1	selected	select	VERB
spir-11199	1	2	papers	paper	NOUN
spir-11199	1	3	of	of	ADP
spir-11199	1	4	#	#	SYM
spir-11199	1	5	aoir2020	aoir2020	PROPN
spir-11199	1	6	:	:	PUNCT
spir-11199	1	7	the	the	DET
spir-11199	1	8	21st	21st	ADJ
spir-11199	1	9	annual	annual	ADJ
spir-11199	1	10	conference	conference	NOUN
spir-11199	1	11	of	of	ADP
spir-11199	1	12	the	the	DET
spir-11199	1	13	association	association	NOUN
spir-11199	1	14	of	of	ADP
spir-11199	1	15	internet	internet	NOUN
spir-11199	1	16	researchers	researcher	NOUN
spir-11199	1	17	virtual	virtual	ADJ
spir-11199	1	18	event	event	NOUN
spir-11199	1	19	/	/	PUNCT
spir-11199	1	20	27	27	NUM
spir-11199	1	21	-	-	SYM
spir-11199	1	22	31	31	NUM
spir-11199	1	23	october	october	PROPN
spir-11199	1	24	2020	2020	NUM
spir-11199	1	25	suggested	suggest	VERB
spir-11199	1	26	citation	citation	NOUN
spir-11199	1	27	(	(	PUNCT
spir-11199	1	28	apa	apa	PROPN
spir-11199	1	29	):	):	PUNCT
spir-11199	1	30	dehghan	dehghan	PROPN
spir-11199	1	31	,	,	PUNCT
spir-11199	1	32	ehsan	ehsan	PROPN
spir-11199	1	33	.	.	PUNCT
spir-11199	2	1	moon	moon	PROPN
spir-11199	2	2	,	,	PUNCT
spir-11199	2	3	brenda	brenda	PROPN
spir-11199	2	4	.	.	PUNCT
spir-11199	3	1	keller	keller	PROPN
spir-11199	3	2	,	,	PUNCT
spir-11199	3	3	tobias	tobias	PROPN
spir-11199	3	4	.	.	PUNCT
spir-11199	4	1	graham	graham	PROPN
spir-11199	4	2	,	,	PUNCT
spir-11199	4	3	timothy	timothy	PROPN
spir-11199	4	4	.	.	PUNCT
spir-11199	5	1	bruns	bruns	PROPN
spir-11199	5	2	,	,	PUNCT
spir-11199	5	3	axel	axel	PROPN
spir-11199	5	4	,	,	PUNCT
spir-11199	5	5	and	and	CCONJ
spir-11199	5	6	angus	angus	NOUN
spir-11199	5	7	,	,	PUNCT
spir-11199	5	8	daniel	daniel	PROPN
spir-11199	5	9	.	.	PUNCT
spir-11199	6	1	(	(	PUNCT
spir-11199	6	2	2020	2020	NUM
spir-11199	6	3	,	,	PUNCT
spir-11199	6	4	october	october	PROPN
spir-11199	6	5	)	)	PUNCT
spir-11199	6	6	.	.	PUNCT
spir-11199	7	1	investigating	investigate	VERB
spir-11199	7	2	bots	bot	NOUN
spir-11199	7	3	and	and	CCONJ
spir-11199	7	4	coordinated	coordinated	ADJ
spir-11199	7	5	influence	influence	NOUN
spir-11199	7	6	campaigns	campaign	NOUN
spir-11199	7	7	in	in	ADP
spir-11199	7	8	twitter	twitter	NOUN
spir-11199	7	9	discussions	discussion	NOUN
spir-11199	7	10	of	of	ADP
spir-11199	7	11	the	the	DET
spir-11199	7	12	2019	2019	NUM
spir-11199	7	13	-	-	SYM
spir-11199	7	14	20	20	NUM
spir-11199	7	15	iran	iran	PROPN
spir-11199	7	16	protests	protest	NOUN
spir-11199	7	17	.	.	PUNCT
spir-11199	8	1	paper	paper	NOUN
spir-11199	8	2	presented	present	VERB
spir-11199	8	3	at	at	ADP
spir-11199	8	4	aoir	aoir	NOUN
spir-11199	8	5	2020	2020	NUM
spir-11199	8	6	:	:	PUNCT
spir-11199	8	7	the	the	DET
spir-11199	8	8	21th	21th	ADJ
spir-11199	8	9	annual	annual	ADJ
spir-11199	8	10	conference	conference	NOUN
spir-11199	8	11	of	of	ADP
spir-11199	8	12	the	the	DET
spir-11199	8	13	association	association	NOUN
spir-11199	8	14	of	of	ADP
spir-11199	8	15	internet	internet	NOUN
spir-11199	8	16	researchers	researcher	NOUN
spir-11199	8	17	.	.	PUNCT
spir-11199	9	1	virtual	virtual	ADJ
spir-11199	9	2	event	event	NOUN
spir-11199	9	3	:	:	PUNCT
spir-11199	9	4	aoir	aoir	NOUN
spir-11199	9	5	.	.	PUNCT
spir-11199	9	6	retrieved	retrieve	VERB
spir-11199	9	7	from	from	ADP
spir-11199	9	8	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-11199	9	9	.	.	PUNCT
spir-11199	10	1	investigating	investigate	VERB
spir-11199	10	2	bots	bot	NOUN
spir-11199	10	3	and	and	CCONJ
spir-11199	10	4	coordinated	coordinated	ADJ
spir-11199	10	5	influence	influence	NOUN
spir-11199	10	6	campaigns	campaign	NOUN
spir-11199	10	7	in	in	ADP
spir-11199	10	8	twitter	twitter	NOUN
spir-11199	10	9	discussions	discussion	NOUN
spir-11199	10	10	of	of	ADP
spir-11199	10	11	the	the	DET
spir-11199	10	12	2019	2019	NUM
spir-11199	10	13	-	-	SYM
spir-11199	10	14	20	20	NUM
spir-11199	10	15	iran	iran	PROPN
spir-11199	10	16	protests	protest	NOUN
spir-11199	10	17	ehsan	ehsan	PROPN
spir-11199	10	18	dehghan	dehghan	PROPN
spir-11199	10	19	digital	digital	ADJ
spir-11199	10	20	media	medium	NOUN
spir-11199	10	21	research	research	NOUN
spir-11199	10	22	centre	centre	NOUN
spir-11199	10	23	,	,	PUNCT
spir-11199	10	24	queensland	queensland	PROPN
spir-11199	10	25	university	university	PROPN
spir-11199	10	26	of	of	ADP
spir-11199	10	27	technology	technology	PROPN
spir-11199	10	28	brenda	brenda	PROPN
spir-11199	10	29	moon	moon	PROPN
spir-11199	10	30	digital	digital	ADJ
spir-11199	10	31	media	medium	NOUN
spir-11199	10	32	research	research	NOUN
spir-11199	10	33	centre	centre	NOUN
spir-11199	10	34	,	,	PUNCT
spir-11199	10	35	queensland	queensland	PROPN
spir-11199	10	36	university	university	PROPN
spir-11199	10	37	of	of	ADP
spir-11199	10	38	technology	technology	PROPN
spir-11199	10	39	tobias	tobias	PROPN
spir-11199	10	40	keller	keller	PROPN
spir-11199	10	41	digital	digital	PROPN
spir-11199	10	42	media	media	PROPN
spir-11199	10	43	research	research	NOUN
spir-11199	10	44	centre	centre	NOUN
spir-11199	10	45	,	,	PUNCT
spir-11199	10	46	queensland	queensland	PROPN
spir-11199	10	47	university	university	PROPN
spir-11199	10	48	of	of	ADP
spir-11199	10	49	technology	technology	PROPN
spir-11199	10	50	timothy	timothy	PROPN
spir-11199	10	51	graham	graham	PROPN
spir-11199	10	52	digital	digital	PROPN
spir-11199	10	53	media	media	PROPN
spir-11199	10	54	research	research	NOUN
spir-11199	10	55	centre	centre	NOUN
spir-11199	10	56	,	,	PUNCT
spir-11199	10	57	queensland	queensland	PROPN
spir-11199	10	58	university	university	PROPN
spir-11199	10	59	of	of	ADP
spir-11199	10	60	technology	technology	PROPN
spir-11199	10	61	axel	axel	PROPN
spir-11199	10	62	bruns	brun	NOUN
spir-11199	10	63	digital	digital	ADJ
spir-11199	10	64	media	medium	NOUN
spir-11199	10	65	research	research	NOUN
spir-11199	10	66	centre	centre	NOUN
spir-11199	10	67	,	,	PUNCT
spir-11199	10	68	queensland	queensland	PROPN
spir-11199	10	69	university	university	PROPN
spir-11199	10	70	of	of	ADP
spir-11199	10	71	technology	technology	PROPN
spir-11199	10	72	daniel	daniel	PROPN
spir-11199	10	73	angus	angus	VERB
spir-11199	10	74	digital	digital	ADJ
spir-11199	10	75	media	medium	NOUN
spir-11199	10	76	research	research	NOUN
spir-11199	10	77	centre	centre	NOUN
spir-11199	10	78	,	,	PUNCT
spir-11199	10	79	queensland	queensland	PROPN
spir-11199	10	80	university	university	PROPN
spir-11199	10	81	of	of	ADP
spir-11199	10	82	technology	technology	NOUN
spir-11199	10	83	introduction	introduction	NOUN
spir-11199	10	84	twitter	twitter	NOUN
spir-11199	10	85	is	be	AUX
spir-11199	10	86	a	a	DET
spir-11199	10	87	vital	vital	ADJ
spir-11199	10	88	platform	platform	NOUN
spir-11199	10	89	for	for	ADP
spir-11199	10	90	organizing	organize	VERB
spir-11199	10	91	,	,	PUNCT
spir-11199	10	92	coordinating	coordinating	NOUN
spir-11199	10	93	,	,	PUNCT
spir-11199	10	94	and	and	CCONJ
spir-11199	10	95	amplifying	amplifying	ADJ
spir-11199	10	96	voices	voice	NOUN
spir-11199	10	97	during	during	ADP
spir-11199	10	98	protests	protest	NOUN
spir-11199	10	99	all	all	ADV
spir-11199	10	100	around	around	ADP
spir-11199	10	101	the	the	DET
spir-11199	10	102	world	world	NOUN
spir-11199	10	103	,	,	PUNCT
spir-11199	10	104	especially	especially	ADV
spir-11199	10	105	in	in	ADP
spir-11199	10	106	non	non	ADJ
spir-11199	10	107	-	-	ADJ
spir-11199	10	108	democratic	democratic	ADJ
spir-11199	10	109	countries	country	NOUN
spir-11199	10	110	(	(	PUNCT
spir-11199	10	111	tufekci	tufekci	ADJ
spir-11199	10	112	2017	2017	NUM
spir-11199	10	113	)	)	PUNCT
spir-11199	10	114	.	.	PUNCT
spir-11199	11	1	yet	yet	ADV
spir-11199	11	2	,	,	PUNCT
spir-11199	11	3	not	not	PART
spir-11199	11	4	only	only	ADV
spir-11199	11	5	does	do	AUX
spir-11199	11	6	this	this	DET
spir-11199	11	7	platform	platform	NOUN
spir-11199	11	8	allow	allow	VERB
spir-11199	11	9	minorities	minority	NOUN
spir-11199	11	10	and	and	CCONJ
spir-11199	11	11	protesters	protester	NOUN
spir-11199	11	12	to	to	PART
spir-11199	11	13	have	have	VERB
spir-11199	11	14	a	a	DET
spir-11199	11	15	voice	voice	NOUN
spir-11199	11	16	and	and	CCONJ
spir-11199	11	17	be	be	AUX
spir-11199	11	18	heard	hear	VERB
spir-11199	11	19	,	,	PUNCT
spir-11199	11	20	but	but	CCONJ
spir-11199	11	21	also	also	ADV
spir-11199	11	22	to	to	PART
spir-11199	11	23	spread	spread	VERB
spir-11199	11	24	propaganda	propaganda	NOUN
spir-11199	11	25	,	,	PUNCT
spir-11199	11	26	sow	sow	VERB
spir-11199	11	27	discord	discord	NOUN
spir-11199	11	28	,	,	PUNCT
spir-11199	11	29	and	and	CCONJ
spir-11199	11	30	crowd	crowd	VERB
spir-11199	11	31	out	out	ADP
spir-11199	11	32	genuine	genuine	ADJ
spir-11199	11	33	voices	voice	NOUN
spir-11199	11	34	–	–	PUNCT
spir-11199	11	35	sometimes	sometimes	ADV
spir-11199	11	36	even	even	ADV
spir-11199	11	37	through	through	ADP
spir-11199	11	38	the	the	DET
spir-11199	11	39	use	use	NOUN
spir-11199	11	40	of	of	ADP
spir-11199	11	41	social	social	ADJ
spir-11199	11	42	bots	bot	NOUN
spir-11199	11	43	(	(	PUNCT
spir-11199	11	44	shao	shao	PROPN
spir-11199	11	45	et	et	PROPN
spir-11199	11	46	al	al	PROPN
spir-11199	11	47	.	.	PROPN
spir-11199	11	48	2018	2018	NUM
spir-11199	11	49	)	)	PUNCT
spir-11199	11	50	.	.	PUNCT
spir-11199	12	1	although	although	SCONJ
spir-11199	12	2	twitter	twitter	NOUN
spir-11199	12	3	is	be	AUX
spir-11199	12	4	a	a	DET
spir-11199	12	5	globally	globally	ADV
spir-11199	12	6	used	use	VERB
spir-11199	12	7	platform	platform	NOUN
spir-11199	12	8	for	for	ADP
spir-11199	12	9	protest	protest	NOUN
spir-11199	12	10	movements	movement	NOUN
spir-11199	12	11	,	,	PUNCT
spir-11199	12	12	many	many	ADJ
spir-11199	12	13	studies	study	NOUN
spir-11199	12	14	focus	focus	VERB
spir-11199	12	15	on	on	ADP
spir-11199	12	16	english	english	PROPN
spir-11199	12	17	-	-	PUNCT
spir-11199	12	18	speaking	speak	VERB
spir-11199	12	19	and	and	CCONJ
spir-11199	12	20	democratic	democratic	ADJ
spir-11199	12	21	countries	country	NOUN
spir-11199	12	22	representing	represent	VERB
spir-11199	12	23	the	the	DET
spir-11199	12	24	so	so	ADV
spir-11199	12	25	-	-	PUNCT
spir-11199	12	26	called	call	VERB
spir-11199	12	27	west	west	NOUN
spir-11199	12	28	.	.	PUNCT
spir-11199	13	1	only	only	ADV
spir-11199	13	2	a	a	DET
spir-11199	13	3	very	very	ADV
spir-11199	13	4	few	few	ADJ
spir-11199	13	5	studies	study	NOUN
spir-11199	13	6	focus	focus	VERB
spir-11199	13	7	on	on	ADP
spir-11199	13	8	the	the	DET
spir-11199	13	9	middle	middle	PROPN
spir-11199	13	10	east	east	PROPN
spir-11199	13	11	and	and	CCONJ
spir-11199	13	12	,	,	PUNCT
spir-11199	13	13	if	if	SCONJ
spir-11199	13	14	so	so	ADV
spir-11199	13	15	,	,	PUNCT
spir-11199	13	16	limit	limit	VERB
spir-11199	13	17	their	their	PRON
spir-11199	13	18	investigation	investigation	NOUN
spir-11199	13	19	to	to	ADP
spir-11199	13	20	the	the	DET
spir-11199	13	21	english	english	ADJ
spir-11199	13	22	content	content	NOUN
spir-11199	13	23	(	(	PUNCT
spir-11199	13	24	e.g.	e.g.	ADV
spir-11199	13	25	featherman	featherman	NOUN
spir-11199	13	26	2015	2015	NUM
spir-11199	13	27	;	;	PUNCT
spir-11199	13	28	thieltges	thieltge	NOUN
spir-11199	13	29	et	et	PROPN
spir-11199	13	30	al	al	PROPN
spir-11199	13	31	.	.	PROPN
spir-11199	13	32	2018	2018	NUM
spir-11199	13	33	)	)	PUNCT
spir-11199	13	34	.	.	PUNCT
spir-11199	14	1	we	we	PRON
spir-11199	14	2	overcome	overcome	VERB
spir-11199	14	3	this	this	DET
spir-11199	14	4	research	research	NOUN
spir-11199	14	5	gap	gap	NOUN
spir-11199	14	6	and	and	CCONJ
spir-11199	14	7	investigate	investigate	VERB
spir-11199	14	8	the	the	DET
spir-11199	14	9	persian-	persian-	NOUN
spir-11199	14	10	,	,	PUNCT
spir-11199	14	11	english-	english-	X
spir-11199	14	12	,	,	PUNCT
spir-11199	14	13	and	and	CCONJ
spir-11199	14	14	arabicspeaking	arabicspeake	VERB
spir-11199	14	15	actors	actor	NOUN
spir-11199	14	16	and	and	CCONJ
spir-11199	14	17	content	content	NOUN
spir-11199	14	18	during	during	ADP
spir-11199	14	19	twitter	twitter	NOUN
spir-11199	14	20	discussions	discussion	NOUN
spir-11199	14	21	of	of	ADP
spir-11199	14	22	the	the	DET
spir-11199	14	23	2019	2019	NUM
spir-11199	14	24	-	-	SYM
spir-11199	14	25	20	20	NUM
spir-11199	14	26	protests	protest	NOUN
spir-11199	14	27	in	in	ADP
spir-11199	14	28	iran	iran	PROPN
spir-11199	14	29	.	.	PUNCT
spir-11199	15	1	in	in	ADP
spir-11199	15	2	november	november	PROPN
spir-11199	15	3	2019	2019	NUM
spir-11199	15	4	,	,	PUNCT
spir-11199	15	5	a	a	DET
spir-11199	15	6	sudden	sudden	ADJ
spir-11199	15	7	increase	increase	NOUN
spir-11199	15	8	in	in	ADP
spir-11199	15	9	fuel	fuel	NOUN
spir-11199	15	10	prices	price	NOUN
spir-11199	15	11	triggered	trigger	VERB
spir-11199	15	12	a	a	DET
spir-11199	15	13	series	series	NOUN
spir-11199	15	14	of	of	ADP
spir-11199	15	15	protests	protest	NOUN
spir-11199	15	16	spreading	spread	VERB
spir-11199	15	17	to	to	ADP
spir-11199	15	18	21	21	NUM
spir-11199	15	19	iranian	iranian	ADJ
spir-11199	15	20	cities	city	NOUN
spir-11199	15	21	.	.	PUNCT
spir-11199	16	1	although	although	SCONJ
spir-11199	16	2	the	the	DET
spir-11199	16	3	protests	protest	NOUN
spir-11199	16	4	started	start	VERB
spir-11199	16	5	in	in	ADP
spir-11199	16	6	reaction	reaction	NOUN
spir-11199	16	7	to	to	ADP
spir-11199	16	8	the	the	DET
spir-11199	16	9	price	price	NOUN
spir-11199	16	10	hike	hike	NOUN
spir-11199	16	11	,	,	PUNCT
spir-11199	16	12	demands	demand	NOUN
spir-11199	16	13	and	and	CCONJ
spir-11199	16	14	slogans	slogan	NOUN
spir-11199	16	15	soon	soon	ADV
spir-11199	16	16	took	take	VERB
spir-11199	16	17	an	an	DET
spir-11199	16	18	anti	anti	ADJ
spir-11199	16	19	-	-	ADJ
spir-11199	16	20	regime	regime	ADJ
spir-11199	16	21	turn	turn	NOUN
spir-11199	16	22	,	,	PUNCT
spir-11199	16	23	and	and	CCONJ
spir-11199	16	24	some	some	DET
spir-11199	16	25	protests	protest	NOUN
spir-11199	16	26	led	lead	VERB
spir-11199	16	27	to	to	ADP
spir-11199	16	28	violent	violent	ADJ
spir-11199	16	29	riots	riot	NOUN
spir-11199	16	30	.	.	PUNCT
spir-11199	17	1	the	the	DET
spir-11199	17	2	internet	internet	NOUN
spir-11199	17	3	was	be	AUX
spir-11199	17	4	shut	shut	VERB
spir-11199	17	5	down	down	ADP
spir-11199	17	6	for	for	ADP
spir-11199	17	7	over	over	ADP
spir-11199	17	8	100	100	NUM
spir-11199	17	9	hours	hour	NOUN
spir-11199	17	10	,	,	PUNCT
spir-11199	17	11	and	and	CCONJ
spir-11199	17	12	different	different	ADJ
spir-11199	17	13	sources	source	NOUN
spir-11199	17	14	estimate	estimate	VERB
spir-11199	17	15	the	the	DET
spir-11199	17	16	number	number	NOUN
spir-11199	17	17	of	of	ADP
spir-11199	17	18	fatalities	fatality	NOUN
spir-11199	17	19	between	between	ADP
spir-11199	17	20	300	300	NUM
spir-11199	17	21	(	(	PUNCT
spir-11199	17	22	amnesty	amnesty	NOUN
spir-11199	17	23	international	international	ADJ
spir-11199	17	24	2019	2019	NUM
spir-11199	17	25	)	)	PUNCT
spir-11199	17	26	and	and	CCONJ
spir-11199	17	27	1500	1500	NUM
spir-11199	17	28	(	(	PUNCT
spir-11199	17	29	reuters	reuters	PROPN
spir-11199	17	30	2019	2019	NUM
spir-11199	17	31	)	)	PUNCT
spir-11199	17	32	.	.	PUNCT
spir-11199	18	1	this	this	DET
spir-11199	18	2	work	work	NOUN
spir-11199	18	3	-	-	PUNCT
spir-11199	18	4	in	in	ADP
spir-11199	18	5	-	-	PUNCT
spir-11199	18	6	progress	progress	NOUN
spir-11199	18	7	paper	paper	NOUN
spir-11199	18	8	examines	examine	VERB
spir-11199	18	9	the	the	DET
spir-11199	18	10	first	first	ADJ
spir-11199	18	11	-	-	PUNCT
spir-11199	18	12	hand	hand	NOUN
spir-11199	18	13	accounts	account	NOUN
spir-11199	18	14	and	and	CCONJ
spir-11199	18	15	wider	wide	ADJ
spir-11199	18	16	perspectives	perspective	NOUN
spir-11199	18	17	involved	involve	VERB
spir-11199	18	18	in	in	ADP
spir-11199	18	19	the	the	DET
spir-11199	18	20	discussions	discussion	NOUN
spir-11199	18	21	of	of	ADP
spir-11199	18	22	the	the	DET
spir-11199	18	23	protests	protest	NOUN
spir-11199	18	24	on	on	ADP
spir-11199	18	25	twitter	twitter	NOUN
spir-11199	18	26	.	.	PUNCT
spir-11199	19	1	the	the	DET
spir-11199	19	2	particularities	particularity	NOUN
spir-11199	19	3	of	of	ADP
spir-11199	19	4	the	the	DET
spir-11199	19	5	iranian	iranian	ADJ
spir-11199	19	6	context	context	NOUN
spir-11199	19	7	both	both	CCONJ
spir-11199	19	8	online	online	ADV
spir-11199	19	9	and	and	CCONJ
spir-11199	19	10	offline	offline	ADJ
spir-11199	19	11	make	make	VERB
spir-11199	19	12	this	this	PRON
spir-11199	19	13	a	a	DET
spir-11199	19	14	significant	significant	ADJ
spir-11199	19	15	and	and	CCONJ
spir-11199	19	16	timely	timely	ADJ
spir-11199	19	17	investigation	investigation	NOUN
spir-11199	19	18	into	into	ADP
spir-11199	19	19	the	the	DET
spir-11199	19	20	interrelationship	interrelationship	NOUN
spir-11199	19	21	of	of	ADP
spir-11199	19	22	social	social	ADJ
spir-11199	19	23	media	medium	NOUN
spir-11199	19	24	and	and	CCONJ
spir-11199	19	25	democracy	democracy	NOUN
spir-11199	19	26	in	in	ADP
spir-11199	19	27	this	this	DET
spir-11199	19	28	unique	unique	ADJ
spir-11199	19	29	context	context	NOUN
spir-11199	19	30	.	.	PUNCT
spir-11199	20	1	our	our	PRON
spir-11199	20	2	study	study	NOUN
spir-11199	20	3	investigates	investigate	VERB
spir-11199	20	4	the	the	DET
spir-11199	20	5	composition	composition	NOUN
spir-11199	20	6	,	,	PUNCT
spir-11199	20	7	themes	theme	NOUN
spir-11199	20	8	,	,	PUNCT
spir-11199	20	9	and	and	CCONJ
spir-11199	20	10	discourses	discourse	NOUN
spir-11199	20	11	involved	involve	VERB
spir-11199	20	12	in	in	ADP
spir-11199	20	13	the	the	DET
spir-11199	20	14	complex	complex	ADJ
spir-11199	20	15	domestic	domestic	ADJ
spir-11199	20	16	and	and	CCONJ
spir-11199	20	17	international	international	ADJ
spir-11199	20	18	tensions	tension	NOUN
spir-11199	20	19	in	in	ADP
spir-11199	20	20	the	the	DET
spir-11199	20	21	twitter	twitter	NOUN
spir-11199	20	22	discussion	discussion	NOUN
spir-11199	20	23	of	of	ADP
spir-11199	20	24	the	the	DET
spir-11199	20	25	2019	2019	NUM
spir-11199	20	26	-	-	SYM
spir-11199	20	27	20	20	NUM
spir-11199	20	28	protests	protest	NOUN
spir-11199	20	29	in	in	ADP
spir-11199	20	30	iran	iran	PROPN
spir-11199	20	31	.	.	PUNCT
spir-11199	21	1	given	give	VERB
spir-11199	21	2	the	the	DET
spir-11199	21	3	increasing	increase	VERB
spir-11199	21	4	debate	debate	NOUN
spir-11199	21	5	and	and	CCONJ
spir-11199	21	6	attention	attention	NOUN
spir-11199	21	7	to	to	ADP
spir-11199	21	8	misinformation	misinformation	NOUN
spir-11199	21	9	campaigns	campaign	NOUN
spir-11199	21	10	and	and	CCONJ
spir-11199	21	11	the	the	DET
spir-11199	21	12	increasing	increase	VERB
spir-11199	21	13	identification	identification	NOUN
spir-11199	21	14	of	of	ADP
spir-11199	21	15	bots	bot	NOUN
spir-11199	21	16	originating	originate	VERB
spir-11199	21	17	from	from	ADP
spir-11199	21	18	iran	iran	PROPN
spir-11199	21	19	and	and	CCONJ
spir-11199	21	20	saudi	saudi	PROPN
spir-11199	21	21	arabia	arabia	PROPN
spir-11199	21	22	by	by	ADP
spir-11199	21	23	social	social	ADJ
spir-11199	21	24	media	medium	NOUN
spir-11199	21	25	platforms	platform	NOUN
spir-11199	21	26	(	(	PUNCT
spir-11199	21	27	france	france	NOUN
spir-11199	21	28	-	-	PUNCT
spir-11199	21	29	presse	presse	PROPN
spir-11199	21	30	2019	2019	NUM
spir-11199	21	31	;	;	PUNCT
spir-11199	21	32	owen	owen	PROPN
spir-11199	21	33	jones	jones	PROPN
spir-11199	21	34	2020	2020	PROPN
spir-11199	21	35	;	;	PUNCT
spir-11199	21	36	roth	roth	NOUN
spir-11199	21	37	2019	2019	NUM
spir-11199	21	38	)	)	PUNCT
spir-11199	21	39	,	,	PUNCT
spir-11199	21	40	we	we	PRON
spir-11199	21	41	first	first	ADV
spir-11199	21	42	map	map	VERB
spir-11199	21	43	the	the	DET
spir-11199	21	44	twittersphere	twittersphere	NOUN
spir-11199	21	45	revolving	revolve	VERB
spir-11199	21	46	around	around	ADP
spir-11199	21	47	the	the	DET
spir-11199	21	48	iran	iran	PROPN
spir-11199	21	49	protests	protest	NOUN
spir-11199	21	50	and	and	CCONJ
spir-11199	21	51	detect	detect	VERB
spir-11199	21	52	key	key	ADJ
spir-11199	21	53	clusters	cluster	NOUN
spir-11199	21	54	(	(	PUNCT
spir-11199	21	55	rq1	rq1	NOUN
spir-11199	21	56	)	)	PUNCT
spir-11199	21	57	,	,	PUNCT
spir-11199	21	58	and	and	CCONJ
spir-11199	21	59	,	,	PUNCT
spir-11199	21	60	second	second	ADJ
spir-11199	21	61	,	,	PUNCT
spir-11199	21	62	focus	focus	VERB
spir-11199	21	63	on	on	ADP
spir-11199	21	64	the	the	DET
spir-11199	21	65	evidence	evidence	NOUN
spir-11199	21	66	of	of	ADP
spir-11199	21	67	the	the	DET
spir-11199	21	68	presence	presence	NOUN
spir-11199	21	69	of	of	ADP
spir-11199	21	70	bots	bot	NOUN
spir-11199	21	71	,	,	PUNCT
spir-11199	21	72	bot	bot	NOUN
spir-11199	21	73	networks	network	NOUN
spir-11199	21	74	,	,	PUNCT
spir-11199	21	75	and	and	CCONJ
spir-11199	21	76	coordinated	coordinated	ADJ
spir-11199	21	77	misinformation	misinformation	NOUN
spir-11199	21	78	campaigns	campaign	NOUN
spir-11199	21	79	and	and	CCONJ
spir-11199	21	80	political	political	ADJ
spir-11199	21	81	astroturfing	astroturfing	NOUN
spir-11199	21	82	(	(	PUNCT
spir-11199	21	83	keller	keller	PROPN
spir-11199	21	84	et	et	PROPN
spir-11199	21	85	al	al	PROPN
spir-11199	21	86	.	.	PROPN
spir-11199	21	87	2019	2019	NUM
spir-11199	21	88	)	)	PUNCT
spir-11199	21	89	in	in	ADP
spir-11199	21	90	these	these	DET
spir-11199	21	91	clusters	cluster	NOUN
spir-11199	21	92	(	(	PUNCT
spir-11199	21	93	rq2	rq2	NOUN
spir-11199	21	94	)	)	PUNCT
spir-11199	21	95	.	.	PUNCT
spir-11199	22	1	method	method	NOUN
spir-11199	22	2	we	we	PRON
spir-11199	22	3	collected	collect	VERB
spir-11199	22	4	tweets	tweet	NOUN
spir-11199	22	5	discussing	discuss	VERB
spir-11199	22	6	iran	iran	PROPN
spir-11199	22	7	protests	protest	NOUN
spir-11199	22	8	using	use	VERB
spir-11199	22	9	a	a	DET
spir-11199	22	10	range	range	NOUN
spir-11199	22	11	of	of	ADP
spir-11199	22	12	keywords	keyword	NOUN
spir-11199	22	13	and	and	CCONJ
spir-11199	22	14	hashtags	hashtag	NOUN
spir-11199	22	15	,	,	PUNCT
spir-11199	22	16	in	in	ADP
spir-11199	22	17	persian	persian	PROPN
spir-11199	22	18	,	,	PUNCT
spir-11199	22	19	english	english	PROPN
spir-11199	22	20	,	,	PUNCT
spir-11199	22	21	and	and	CCONJ
spir-11199	22	22	arabic	arabic	ADJ
spir-11199	22	23	.	.	PUNCT
spir-11199	23	1	in	in	ADP
spir-11199	23	2	total	total	ADJ
spir-11199	23	3	,	,	PUNCT
spir-11199	23	4	5,560,247	5,560,247	NUM
spir-11199	23	5	tweets	tweet	NOUN
spir-11199	23	6	were	be	AUX
spir-11199	23	7	collected	collect	VERB
spir-11199	23	8	from	from	ADP
spir-11199	23	9	757,927	757,927	NUM
spir-11199	23	10	accounts	account	NOUN
spir-11199	23	11	,	,	PUNCT
spir-11199	23	12	between	between	ADP
spir-11199	23	13	13/11/2019	13/11/2019	NUM
spir-11199	23	14	and	and	CCONJ
spir-11199	23	15	19/01/2020	19/01/2020	NUM
spir-11199	23	16	.	.	PUNCT
spir-11199	24	1	we	we	PRON
spir-11199	24	2	relied	rely	VERB
spir-11199	24	3	on	on	ADP
spir-11199	24	4	botometer	botometer	NOUN
spir-11199	24	5	to	to	PART
spir-11199	24	6	detect	detect	VERB
spir-11199	24	7	social	social	ADJ
spir-11199	24	8	bots	bot	NOUN
spir-11199	24	9	within	within	ADP
spir-11199	24	10	this	this	DET
spir-11199	24	11	dataset	dataset	NOUN
spir-11199	24	12	(	(	PUNCT
spir-11199	24	13	e.g.	e.g.	ADV
spir-11199	24	14	varol	varol	VERB
spir-11199	24	15	et	et	PROPN
spir-11199	24	16	al	al	PROPN
spir-11199	24	17	.	.	PROPN
spir-11199	24	18	2017	2017	NUM
spir-11199	24	19	)	)	PUNCT
spir-11199	24	20	.	.	PUNCT
spir-11199	25	1	botometer	botometer	NOUN
spir-11199	25	2	is	be	AUX
spir-11199	25	3	a	a	DET
spir-11199	25	4	machine	machine	NOUN
spir-11199	25	5	learning	learn	VERB
spir-11199	25	6	algorithm	algorithm	NOUN
spir-11199	25	7	that	that	SCONJ
spir-11199	25	8	detects	detect	NOUN
spir-11199	25	9	accounts	account	NOUN
spir-11199	25	10	that	that	PRON
spir-11199	25	11	behave	behave	VERB
spir-11199	25	12	or	or	CCONJ
spir-11199	25	13	look	look	VERB
spir-11199	25	14	similar	similar	ADJ
spir-11199	25	15	to	to	ADP
spir-11199	25	16	known	know	VERB
spir-11199	25	17	suspicious	suspicious	ADJ
spir-11199	25	18	accounts	account	NOUN
spir-11199	25	19	(	(	PUNCT
spir-11199	25	20	davis	davis	PROPN
spir-11199	25	21	et	et	PROPN
spir-11199	25	22	al	al	PROPN
spir-11199	25	23	.	.	PROPN
spir-11199	25	24	2016	2016	NUM
spir-11199	25	25	;	;	PUNCT
spir-11199	25	26	yang	yang	PROPN
spir-11199	25	27	et	et	PROPN
spir-11199	25	28	al	al	PROPN
spir-11199	25	29	.	.	PROPN
spir-11199	25	30	2019	2019	NUM
spir-11199	25	31	)	)	PUNCT
spir-11199	25	32	.	.	PUNCT
spir-11199	26	1	the	the	DET
spir-11199	26	2	tool	tool	NOUN
spir-11199	26	3	has	have	AUX
spir-11199	26	4	been	be	AUX
spir-11199	26	5	used	use	VERB
spir-11199	26	6	to	to	PART
spir-11199	26	7	study	study	VERB
spir-11199	26	8	political	political	ADJ
spir-11199	26	9	discussions	discussion	NOUN
spir-11199	26	10	from	from	ADP
spir-11199	26	11	a	a	DET
spir-11199	26	12	variety	variety	NOUN
spir-11199	26	13	of	of	ADP
spir-11199	26	14	global	global	ADJ
spir-11199	26	15	contexts	context	NOUN
spir-11199	26	16	(	(	PUNCT
spir-11199	26	17	e.g.	e.g.	ADV
spir-11199	26	18	broniatowski	broniatowski	VERB
spir-11199	26	19	et	et	PROPN
spir-11199	26	20	al	al	PROPN
spir-11199	26	21	.	.	PROPN
spir-11199	26	22	2018	2018	NUM
spir-11199	26	23	;	;	PUNCT
spir-11199	26	24	keller	keller	PROPN
spir-11199	26	25	and	and	CCONJ
spir-11199	26	26	klinger	klinger	PROPN
spir-11199	26	27	2019	2019	NUM
spir-11199	26	28	;	;	PUNCT
spir-11199	26	29	shao	shao	PROPN
spir-11199	26	30	et	et	PROPN
spir-11199	26	31	al	al	PROPN
spir-11199	26	32	.	.	PROPN
spir-11199	26	33	2018	2018	NUM
spir-11199	26	34	)	)	PUNCT
spir-11199	26	35	.	.	PUNCT
spir-11199	27	1	we	we	PRON
spir-11199	27	2	manually	manually	ADV
spir-11199	27	3	reviewed	review	VERB
spir-11199	27	4	a	a	DET
spir-11199	27	5	subset	subset	NOUN
spir-11199	27	6	of	of	ADP
spir-11199	27	7	the	the	DET
spir-11199	27	8	account	account	NOUN
spir-11199	27	9	classifications	classification	NOUN
spir-11199	27	10	to	to	PART
spir-11199	27	11	ensure	ensure	VERB
spir-11199	27	12	the	the	DET
spir-11199	27	13	accuracy	accuracy	NOUN
spir-11199	27	14	of	of	ADP
spir-11199	27	15	botometer	botometer	NOUN
spir-11199	27	16	in	in	ADP
spir-11199	27	17	our	our	PRON
spir-11199	27	18	context	context	NOUN
spir-11199	27	19	.	.	PUNCT
spir-11199	28	1	to	to	PART
spir-11199	28	2	answer	answer	VERB
spir-11199	28	3	rq1	rq1	NOUN
spir-11199	28	4	,	,	PUNCT
spir-11199	28	5	we	we	PRON
spir-11199	28	6	visualised	visualise	VERB
spir-11199	28	7	the	the	DET
spir-11199	28	8	retweet	retweet	NOUN
spir-11199	28	9	network	network	NOUN
spir-11199	28	10	.	.	PUNCT
spir-11199	29	1	we	we	PRON
spir-11199	29	2	then	then	ADV
spir-11199	29	3	identified	identify	VERB
spir-11199	29	4	the	the	DET
spir-11199	29	5	largest	large	ADJ
spir-11199	29	6	20	20	NUM
spir-11199	29	7	clusters	cluster	NOUN
spir-11199	29	8	and	and	CCONJ
spir-11199	29	9	qualitatively	qualitatively	ADV
spir-11199	29	10	investigated	investigate	VERB
spir-11199	29	11	the	the	DET
spir-11199	29	12	twitter	twitter	NOUN
spir-11199	29	13	profiles	profile	NOUN
spir-11199	29	14	of	of	ADP
spir-11199	29	15	the	the	DET
spir-11199	29	16	top	top	ADJ
spir-11199	29	17	users	user	NOUN
spir-11199	29	18	(	(	PUNCT
spir-11199	29	19	highest	high	ADJ
spir-11199	29	20	degree	degree	NOUN
spir-11199	29	21	)	)	PUNCT
spir-11199	29	22	in	in	ADP
spir-11199	29	23	each	each	DET
spir-11199	29	24	cluster	cluster	NOUN
spir-11199	29	25	to	to	PART
spir-11199	29	26	identify	identify	VERB
spir-11199	29	27	its	its	PRON
spir-11199	29	28	political	political	ADJ
spir-11199	29	29	position	position	NOUN
spir-11199	29	30	.	.	PUNCT
spir-11199	30	1	to	to	PART
spir-11199	30	2	answer	answer	VERB
spir-11199	30	3	rq2	rq2	NOUN
spir-11199	30	4	,	,	PUNCT
spir-11199	30	5	we	we	PRON
spir-11199	30	6	focus	focus	VERB
spir-11199	30	7	on	on	ADP
spir-11199	30	8	the	the	DET
spir-11199	30	9	bot	bot	NOUN
spir-11199	30	10	scores	score	NOUN
spir-11199	30	11	from	from	ADP
spir-11199	30	12	botometer	botometer	NOUN
spir-11199	30	13	to	to	PART
spir-11199	30	14	identify	identify	VERB
spir-11199	30	15	those	those	DET
spir-11199	30	16	clusters	cluster	NOUN
spir-11199	30	17	in	in	ADP
spir-11199	30	18	the	the	DET
spir-11199	30	19	retweet	retweet	NOUN
spir-11199	30	20	network	network	NOUN
spir-11199	30	21	that	that	PRON
spir-11199	30	22	show	show	VERB
spir-11199	30	23	suspiciously	suspiciously	ADV
spir-11199	30	24	high	high	ADJ
spir-11199	30	25	levels	level	NOUN
spir-11199	30	26	of	of	ADP
spir-11199	30	27	automated	automate	VERB
spir-11199	30	28	accounts	account	NOUN
spir-11199	30	29	.	.	PUNCT
spir-11199	31	1	findings	finding	VERB
spir-11199	31	2	our	our	PRON
spir-11199	31	3	investigation	investigation	NOUN
spir-11199	31	4	of	of	ADP
spir-11199	31	5	the	the	DET
spir-11199	31	6	retweet	retweet	NOUN
spir-11199	31	7	network	network	NOUN
spir-11199	31	8	(	(	PUNCT
spir-11199	31	9	figure	figure	NOUN
spir-11199	31	10	1	1	NUM
spir-11199	31	11	)	)	PUNCT
spir-11199	31	12	indicates	indicate	VERB
spir-11199	31	13	strong	strong	ADJ
spir-11199	31	14	homophilous	homophilous	ADJ
spir-11199	31	15	networks	network	NOUN
spir-11199	31	16	of	of	ADP
spir-11199	31	17	users	user	NOUN
spir-11199	31	18	formed	form	VERB
spir-11199	31	19	around	around	ADP
spir-11199	31	20	ideological	ideological	ADJ
spir-11199	31	21	,	,	PUNCT
spir-11199	31	22	political	political	ADJ
spir-11199	31	23	,	,	PUNCT
spir-11199	31	24	and	and	CCONJ
spir-11199	31	25	discursive	discursive	ADJ
spir-11199	31	26	interests	interest	NOUN
spir-11199	31	27	.	.	PUNCT
spir-11199	32	1	these	these	DET
spir-11199	32	2	clusters	cluster	NOUN
spir-11199	32	3	in	in	ADP
spir-11199	32	4	the	the	DET
spir-11199	32	5	network	network	NOUN
spir-11199	32	6	reproduce	reproduce	VERB
spir-11199	32	7	the	the	DET
spir-11199	32	8	linguistic	linguistic	ADJ
spir-11199	32	9	,	,	PUNCT
spir-11199	32	10	regional	regional	ADJ
spir-11199	32	11	,	,	PUNCT
spir-11199	32	12	and	and	CCONJ
spir-11199	32	13	political	political	ADJ
spir-11199	32	14	affiliations	affiliation	NOUN
spir-11199	32	15	of	of	ADP
spir-11199	32	16	users	user	NOUN
spir-11199	32	17	discussing	discuss	VERB
spir-11199	32	18	iran	iran	PROPN
spir-11199	32	19	protests	protest	NOUN
spir-11199	32	20	.	.	PUNCT
spir-11199	33	1	for	for	ADP
spir-11199	33	2	instance	instance	NOUN
spir-11199	33	3	,	,	PUNCT
spir-11199	33	4	there	there	PRON
spir-11199	33	5	are	be	VERB
spir-11199	33	6	distinct	distinct	ADJ
spir-11199	33	7	clusters	cluster	NOUN
spir-11199	33	8	formed	form	VERB
spir-11199	33	9	around	around	ADP
spir-11199	33	10	retweets	retweet	NOUN
spir-11199	33	11	by	by	ADP
spir-11199	33	12	pro	pro	ADJ
spir-11199	33	13	-	-	ADJ
spir-11199	33	14	regime	regime	ADJ
spir-11199	33	15	accounts	account	NOUN
spir-11199	33	16	,	,	PUNCT
spir-11199	33	17	anti	anti	ADJ
spir-11199	33	18	-	-	ADJ
spir-11199	33	19	regime	regime	ADJ
spir-11199	33	20	groups	group	NOUN
spir-11199	33	21	such	such	ADJ
spir-11199	33	22	as	as	ADP
spir-11199	33	23	the	the	DET
spir-11199	33	24	supporters	supporter	NOUN
spir-11199	33	25	of	of	ADP
spir-11199	33	26	the	the	DET
spir-11199	33	27	pahlavi	pahlavi	PROPN
spir-11199	33	28	dynasty	dynasty	PROPN
spir-11199	33	29	,	,	PUNCT
spir-11199	33	30	the	the	DET
spir-11199	33	31	militant	militant	ADJ
spir-11199	33	32	anti	anti	ADJ
spir-11199	33	33	-	-	ADJ
spir-11199	33	34	regime	regime	ADJ
spir-11199	33	35	organisation	organisation	NOUN
spir-11199	33	36	mek	mek	PROPN
spir-11199	33	37	,	,	PUNCT
spir-11199	33	38	reformists	reformist	NOUN
spir-11199	33	39	,	,	PUNCT
spir-11199	33	40	journalists	journalist	NOUN
spir-11199	33	41	and	and	CCONJ
spir-11199	33	42	news	news	NOUN
spir-11199	33	43	organisations	organisation	NOUN
spir-11199	33	44	,	,	PUNCT
spir-11199	33	45	and	and	CCONJ
spir-11199	33	46	users	user	NOUN
spir-11199	33	47	from	from	ADP
spir-11199	33	48	various	various	ADJ
spir-11199	33	49	arabic	arabic	ADJ
spir-11199	33	50	-	-	PUNCT
spir-11199	33	51	speaking	speak	VERB
spir-11199	33	52	countries	country	NOUN
spir-11199	33	53	.	.	PUNCT
spir-11199	34	1	figure	figure	VERB
spir-11199	34	2	1	1	NUM
spir-11199	34	3	:	:	PUNCT
spir-11199	34	4	retweet	retweet	NOUN
spir-11199	34	5	network	network	NOUN
spir-11199	34	6	showing	show	VERB
spir-11199	34	7	distinct	distinct	ADJ
spir-11199	34	8	clustering	clustering	ADJ
spir-11199	34	9	tendencies	tendency	NOUN
spir-11199	34	10	our	our	PRON
spir-11199	34	11	preliminary	preliminary	ADJ
spir-11199	34	12	results	result	NOUN
spir-11199	34	13	indicate	indicate	VERB
spir-11199	34	14	a	a	DET
spir-11199	34	15	strong	strong	ADJ
spir-11199	34	16	presence	presence	NOUN
spir-11199	34	17	of	of	ADP
spir-11199	34	18	bots	bot	NOUN
spir-11199	34	19	in	in	ADP
spir-11199	34	20	two	two	NUM
spir-11199	34	21	of	of	ADP
spir-11199	34	22	the	the	DET
spir-11199	34	23	largest	large	ADJ
spir-11199	34	24	clusters	cluster	NOUN
spir-11199	34	25	(	(	PUNCT
spir-11199	34	26	figure	figure	NOUN
spir-11199	34	27	2	2	NUM
spir-11199	34	28	)	)	PUNCT
spir-11199	34	29	.	.	PUNCT
spir-11199	35	1	botometer	botometer	NOUN
spir-11199	35	2	assigns	assign	VERB
spir-11199	35	3	a	a	DET
spir-11199	35	4	‘	'	PUNCT
spir-11199	35	5	botness	botness	NOUN
spir-11199	35	6	score	score	NOUN
spir-11199	35	7	’	'	PUNCT
spir-11199	35	8	between	between	ADP
spir-11199	35	9	0	0	NUM
spir-11199	35	10	(	(	PUNCT
spir-11199	35	11	human	human	NOUN
spir-11199	35	12	)	)	PUNCT
spir-11199	35	13	and	and	CCONJ
spir-11199	35	14	1	1	NUM
spir-11199	35	15	(	(	PUNCT
spir-11199	35	16	bot	bot	NOUN
spir-11199	35	17	)	)	PUNCT
spir-11199	35	18	to	to	ADP
spir-11199	35	19	each	each	DET
spir-11199	35	20	account	account	NOUN
spir-11199	35	21	it	it	PRON
spir-11199	35	22	assesses	assess	VERB
spir-11199	35	23	.	.	PUNCT
spir-11199	36	1	while	while	SCONJ
spir-11199	36	2	most	most	ADJ
spir-11199	36	3	ordinary	ordinary	ADJ
spir-11199	36	4	accounts	account	NOUN
spir-11199	36	5	received	receive	VERB
spir-11199	36	6	botness	botness	NOUN
spir-11199	36	7	scores	score	NOUN
spir-11199	36	8	of	of	ADP
spir-11199	36	9	0.3	0.3	NUM
spir-11199	36	10	or	or	CCONJ
spir-11199	36	11	below	below	ADV
spir-11199	36	12	,	,	PUNCT
spir-11199	36	13	figure	figure	NOUN
spir-11199	36	14	2	2	NUM
spir-11199	36	15	shows	show	VERB
spir-11199	36	16	that	that	SCONJ
spir-11199	36	17	two	two	NUM
spir-11199	36	18	clusters	cluster	NOUN
spir-11199	36	19	in	in	ADP
spir-11199	36	20	the	the	DET
spir-11199	36	21	network	network	NOUN
spir-11199	36	22	contain	contain	VERB
spir-11199	36	23	an	an	DET
spir-11199	36	24	unusually	unusually	ADV
spir-11199	36	25	high	high	ADJ
spir-11199	36	26	proportion	proportion	NOUN
spir-11199	36	27	of	of	ADP
spir-11199	36	28	accounts	account	NOUN
spir-11199	36	29	with	with	ADP
spir-11199	36	30	scores	score	NOUN
spir-11199	36	31	of	of	ADP
spir-11199	36	32	0.5	0.5	NUM
spir-11199	36	33	or	or	CCONJ
spir-11199	36	34	higher	high	ADJ
spir-11199	36	35	.	.	PUNCT
spir-11199	37	1	interestingly	interestingly	ADV
spir-11199	37	2	,	,	PUNCT
spir-11199	37	3	these	these	DET
spir-11199	37	4	clusters	cluster	NOUN
spir-11199	37	5	reflect	reflect	VERB
spir-11199	37	6	antagonistic	antagonistic	ADJ
spir-11199	37	7	political	political	ADJ
spir-11199	37	8	affiliations	affiliation	NOUN
spir-11199	37	9	—	—	PUNCT
spir-11199	37	10	one	one	NUM
spir-11199	37	11	consists	consist	VERB
spir-11199	37	12	mainly	mainly	ADV
spir-11199	37	13	of	of	ADP
spir-11199	37	14	pro	pro	ADJ
spir-11199	37	15	-	-	ADJ
spir-11199	37	16	regime	regime	ADJ
spir-11199	37	17	iranian	iranian	ADJ
spir-11199	37	18	accounts	account	NOUN
spir-11199	37	19	(	(	PUNCT
spir-11199	37	20	23,755	23,755	NUM
spir-11199	37	21	accounts	account	NOUN
spir-11199	37	22	)	)	PUNCT
spir-11199	37	23	,	,	PUNCT
spir-11199	37	24	the	the	DET
spir-11199	37	25	other	other	ADJ
spir-11199	37	26	of	of	ADP
spir-11199	37	27	anti	anti	ADJ
spir-11199	37	28	-	-	ADJ
spir-11199	37	29	regime	regime	ADJ
spir-11199	37	30	accounts	account	NOUN
spir-11199	37	31	tweeting	tweet	VERB
spir-11199	37	32	in	in	ADP
spir-11199	37	33	arabic	arabic	ADJ
spir-11199	37	34	(	(	PUNCT
spir-11199	37	35	14,052	14,052	NUM
spir-11199	37	36	accounts	account	NOUN
spir-11199	37	37	)	)	PUNCT
spir-11199	37	38	.	.	PUNCT
spir-11199	38	1	figure	figure	NOUN
spir-11199	38	2	2	2	NUM
spir-11199	38	3	:	:	PUNCT
spir-11199	38	4	botness	botness	NOUN
spir-11199	38	5	scores	score	NOUN
spir-11199	38	6	for	for	ADP
spir-11199	38	7	the	the	DET
spir-11199	38	8	20	20	NUM
spir-11199	38	9	largest	large	ADJ
spir-11199	38	10	clusters	cluster	NOUN
spir-11199	38	11	.	.	PUNCT
spir-11199	39	1	an	an	DET
spir-11199	39	2	arabic	arabic	ADV
spir-11199	39	3	-	-	PUNCT
spir-11199	39	4	tweeting	tweet	VERB
spir-11199	39	5	cluster	cluster	NOUN
spir-11199	39	6	(	(	PUNCT
spir-11199	39	7	red	red	ADJ
spir-11199	39	8	)	)	PUNCT
spir-11199	39	9	and	and	CCONJ
spir-11199	39	10	a	a	DET
spir-11199	39	11	pro	pro	ADJ
spir-11199	39	12	-	-	ADJ
spir-11199	39	13	iranian	iranian	ADJ
spir-11199	39	14	regime	regime	NOUN
spir-11199	39	15	cluster	cluster	NOUN
spir-11199	39	16	(	(	PUNCT
spir-11199	39	17	orange	orange	ADJ
spir-11199	39	18	)	)	PUNCT
spir-11199	39	19	show	show	VERB
spir-11199	39	20	suspiciously	suspiciously	ADV
spir-11199	39	21	high	high	ADJ
spir-11199	39	22	botness	botness	NOUN
spir-11199	39	23	scores	score	NOUN
spir-11199	39	24	discussion	discussion	NOUN
spir-11199	39	25	and	and	CCONJ
spir-11199	39	26	future	future	ADJ
spir-11199	39	27	steps	step	NOUN
spir-11199	39	28	the	the	DET
spir-11199	39	29	next	next	ADJ
spir-11199	39	30	steps	step	NOUN
spir-11199	39	31	in	in	ADP
spir-11199	39	32	this	this	DET
spir-11199	39	33	study	study	NOUN
spir-11199	39	34	will	will	AUX
spir-11199	39	35	be	be	AUX
spir-11199	39	36	to	to	PART
spir-11199	39	37	extend	extend	VERB
spir-11199	39	38	this	this	DET
spir-11199	39	39	analysis	analysis	NOUN
spir-11199	39	40	to	to	ADP
spir-11199	39	41	the	the	DET
spir-11199	39	42	networks	network	NOUN
spir-11199	39	43	of	of	ADP
spir-11199	39	44	@mentions	@mentions	PROPN
spir-11199	39	45	and	and	CCONJ
spir-11199	39	46	@replies	@replie	NOUN
spir-11199	39	47	,	,	PUNCT
spir-11199	39	48	each	each	PRON
spir-11199	39	49	of	of	ADP
spir-11199	39	50	which	which	PRON
spir-11199	39	51	reveals	reveal	VERB
spir-11199	39	52	different	different	ADJ
spir-11199	39	53	dynamics	dynamic	NOUN
spir-11199	39	54	.	.	PUNCT
spir-11199	40	1	we	we	PRON
spir-11199	40	2	will	will	AUX
spir-11199	40	3	also	also	ADV
spir-11199	40	4	use	use	VERB
spir-11199	40	5	computational	computational	ADJ
spir-11199	40	6	discourse	discourse	NOUN
spir-11199	40	7	analysis	analysis	NOUN
spir-11199	40	8	to	to	PART
spir-11199	40	9	examine	examine	VERB
spir-11199	40	10	the	the	DET
spir-11199	40	11	topics	topic	NOUN
spir-11199	40	12	and	and	CCONJ
spir-11199	40	13	themes	theme	NOUN
spir-11199	40	14	discussed	discuss	VERB
spir-11199	40	15	by	by	ADP
spir-11199	40	16	each	each	PRON
spir-11199	40	17	of	of	ADP
spir-11199	40	18	the	the	DET
spir-11199	40	19	major	major	ADJ
spir-11199	40	20	clusters	cluster	NOUN
spir-11199	40	21	in	in	ADP
spir-11199	40	22	the	the	DET
spir-11199	40	23	network	network	NOUN
spir-11199	40	24	,	,	PUNCT
spir-11199	40	25	to	to	PART
spir-11199	40	26	investigate	investigate	VERB
spir-11199	40	27	the	the	DET
spir-11199	40	28	dynamics	dynamic	NOUN
spir-11199	40	29	of	of	ADP
spir-11199	40	30	this	this	DET
spir-11199	40	31	complex	complex	ADJ
spir-11199	40	32	interaction	interaction	NOUN
spir-11199	40	33	environment	environment	NOUN
spir-11199	40	34	.	.	PUNCT
spir-11199	41	1	this	this	DET
spir-11199	41	2	study	study	NOUN
spir-11199	41	3	enhances	enhance	VERB
spir-11199	41	4	our	our	PRON
spir-11199	41	5	knowledge	knowledge	NOUN
spir-11199	41	6	of	of	ADP
spir-11199	41	7	the	the	DET
spir-11199	41	8	persian	persian	PROPN
spir-11199	41	9	,	,	PUNCT
spir-11199	41	10	arabic	arabic	ADJ
spir-11199	41	11	,	,	PUNCT
spir-11199	41	12	and	and	CCONJ
spir-11199	41	13	english	english	PROPN
spir-11199	41	14	-	-	PUNCT
spir-11199	41	15	speaking	speak	VERB
spir-11199	41	16	actors	actor	NOUN
spir-11199	41	17	and	and	CCONJ
spir-11199	41	18	communities	community	NOUN
spir-11199	41	19	taking	take	VERB
spir-11199	41	20	part	part	NOUN
spir-11199	41	21	in	in	ADP
spir-11199	41	22	the	the	DET
spir-11199	41	23	public	public	ADJ
spir-11199	41	24	debate	debate	NOUN
spir-11199	41	25	on	on	ADP
spir-11199	41	26	iran	iran	PROPN
spir-11199	41	27	protests	protest	NOUN
spir-11199	41	28	.	.	PUNCT
spir-11199	42	1	preliminary	preliminary	ADJ
spir-11199	42	2	results	result	NOUN
spir-11199	42	3	indicate	indicate	VERB
spir-11199	42	4	the	the	DET
spir-11199	42	5	presence	presence	NOUN
spir-11199	42	6	of	of	ADP
spir-11199	42	7	several	several	ADJ
spir-11199	42	8	communities	community	NOUN
spir-11199	42	9	,	,	PUNCT
spir-11199	42	10	each	each	PRON
spir-11199	42	11	of	of	ADP
spir-11199	42	12	which	which	PRON
spir-11199	42	13	represents	represent	VERB
spir-11199	42	14	the	the	DET
spir-11199	42	15	discussion	discussion	NOUN
spir-11199	42	16	from	from	ADP
spir-11199	42	17	its	its	PRON
spir-11199	42	18	own	own	ADJ
spir-11199	42	19	discursive	discursive	ADJ
spir-11199	42	20	positions	position	NOUN
spir-11199	42	21	.	.	PUNCT
spir-11199	43	1	two	two	NUM
spir-11199	43	2	of	of	ADP
spir-11199	43	3	the	the	DET
spir-11199	43	4	clusters	cluster	NOUN
spir-11199	43	5	—	—	PUNCT
spir-11199	43	6	interestingly	interestingly	ADV
spir-11199	43	7	each	each	PRON
spir-11199	43	8	with	with	ADP
spir-11199	43	9	hyperpartisan	hyperpartisan	ADJ
spir-11199	43	10	political	political	ADJ
spir-11199	43	11	positions	position	NOUN
spir-11199	43	12	—	—	PUNCT
spir-11199	43	13	show	show	VERB
spir-11199	43	14	a	a	DET
spir-11199	43	15	high	high	ADJ
spir-11199	43	16	level	level	NOUN
spir-11199	43	17	of	of	ADP
spir-11199	43	18	automated	automate	VERB
spir-11199	43	19	activity	activity	NOUN
spir-11199	43	20	.	.	PUNCT
spir-11199	44	1	such	such	ADJ
spir-11199	44	2	results	result	NOUN
spir-11199	44	3	have	have	VERB
spir-11199	44	4	direct	direct	ADJ
spir-11199	44	5	implications	implication	NOUN
spir-11199	44	6	for	for	ADP
spir-11199	44	7	democratic	democratic	ADJ
spir-11199	44	8	projects	project	NOUN
spir-11199	44	9	in	in	ADP
spir-11199	44	10	the	the	DET
spir-11199	44	11	region	region	NOUN
spir-11199	44	12	,	,	PUNCT
spir-11199	44	13	showing	show	VERB
spir-11199	44	14	the	the	DET
spir-11199	44	15	presence	presence	NOUN
spir-11199	44	16	and	and	CCONJ
spir-11199	44	17	spread	spread	NOUN
spir-11199	44	18	of	of	ADP
spir-11199	44	19	state	state	NOUN
spir-11199	44	20	-	-	PUNCT
spir-11199	44	21	sponsored	sponsor	VERB
spir-11199	44	22	coordinated	coordinate	VERB
spir-11199	44	23	activities	activity	NOUN
spir-11199	44	24	online	online	ADV
spir-11199	44	25	.	.	PUNCT
spir-11199	45	1	the	the	DET
spir-11199	45	2	broader	broad	ADJ
spir-11199	45	3	findings	finding	NOUN
spir-11199	45	4	from	from	ADP
spir-11199	45	5	this	this	DET
spir-11199	45	6	study	study	NOUN
spir-11199	45	7	will	will	AUX
spir-11199	45	8	therefore	therefore	ADV
spir-11199	45	9	also	also	ADV
spir-11199	45	10	be	be	AUX
spir-11199	45	11	valuable	valuable	ADJ
spir-11199	45	12	for	for	ADP
spir-11199	45	13	understanding	understand	VERB
spir-11199	45	14	digital	digital	ADJ
spir-11199	45	15	activism	activism	NOUN
spir-11199	45	16	,	,	PUNCT
spir-11199	45	17	protests	protest	NOUN
spir-11199	45	18	,	,	PUNCT
spir-11199	45	19	and	and	CCONJ
spir-11199	45	20	political	political	ADJ
spir-11199	45	21	communication	communication	NOUN
spir-11199	45	22	in	in	ADP
spir-11199	45	23	authoritarian	authoritarian	ADJ
spir-11199	45	24	and	and	CCONJ
spir-11199	45	25	semi	semi	ADJ
spir-11199	45	26	-	-	ADJ
spir-11199	45	27	authoritarian	authoritarian	ADJ
spir-11199	45	28	contexts	contexts	NOUN
spir-11199	45	29	.	.	PUNCT
spir-11199	46	1	references	reference	NOUN
spir-11199	46	2	amnesty	amnesty	VERB
spir-11199	46	3	international	international	ADJ
spir-11199	46	4	.	.	PUNCT
spir-11199	46	5	2019	2019	NUM
spir-11199	46	6	.	.	PUNCT
spir-11199	47	1	“	"	PUNCT
spir-11199	47	2	iran	iran	PROPN
spir-11199	47	3	’s	’s	PART
spir-11199	47	4	authorities	authority	NOUN
spir-11199	47	5	carrying	carry	VERB
spir-11199	47	6	out	out	ADP
spir-11199	47	7	vicious	vicious	ADJ
spir-11199	47	8	post	post	ADJ
spir-11199	47	9	-	-	ADJ
spir-11199	47	10	protest	protest	ADJ
spir-11199	47	11	crackdown	crackdown	NOUN
spir-11199	47	12	.	.	PUNCT
spir-11199	47	13	”	"	PUNCT
spir-11199	48	1	amnesty	amnesty	PROPN
spir-11199	48	2	international	international	PROPN
spir-11199	48	3	.	.	PUNCT
spir-11199	49	1	retrieved	retrieve	VERB
spir-11199	49	2	february	february	PROPN
spir-11199	49	3	27	27	NUM
spir-11199	49	4	,	,	PUNCT
spir-11199	49	5	2020	2020	NUM
spir-11199	49	6	(	(	PUNCT
spir-11199	49	7	https://www.amnesty.org/en/latest/news/2019/12/iran-thousands-arbitrarilydetained-and-at-risk-of-torture-in-chilling-post-protest-crackdown/	https://www.amnesty.org/en/latest/news/2019/12/iran-thousands-arbitrarilydetained-and-at-risk-of-torture-in-chilling-post-protest-crackdown/	NOUN
spir-11199	49	8	)	)	PUNCT
spir-11199	49	9	.	.	PUNCT
spir-11199	50	1	broniatowski	broniatowski	PROPN
spir-11199	50	2	,	,	PUNCT
spir-11199	50	3	david	david	PROPN
spir-11199	50	4	a.	a.	PROPN
spir-11199	50	5	,	,	PUNCT
spir-11199	50	6	amelia	amelia	PROPN
spir-11199	50	7	m.	m.	PROPN
spir-11199	50	8	jamison	jamison	PROPN
spir-11199	50	9	,	,	PUNCT
spir-11199	50	10	sihua	sihua	PROPN
spir-11199	50	11	qi	qi	PROPN
spir-11199	50	12	,	,	PUNCT
spir-11199	50	13	lulwah	lulwah	NOUN
spir-11199	50	14	alkulaib	alkulaib	PROPN
spir-11199	50	15	,	,	PUNCT
spir-11199	50	16	tao	tao	PROPN
spir-11199	50	17	chen	chen	PROPN
spir-11199	50	18	,	,	PUNCT
spir-11199	50	19	adrian	adrian	PROPN
spir-11199	50	20	benton	benton	PROPN
spir-11199	50	21	,	,	PUNCT
spir-11199	50	22	sandra	sandra	PROPN
spir-11199	50	23	c.	c.	PROPN
spir-11199	50	24	quinn	quinn	PROPN
spir-11199	50	25	,	,	PUNCT
spir-11199	50	26	and	and	CCONJ
spir-11199	50	27	mark	mark	PROPN
spir-11199	50	28	dredze	dredze	PROPN
spir-11199	50	29	.	.	PUNCT
spir-11199	51	1	2018	2018	NUM
spir-11199	51	2	.	.	PUNCT
spir-11199	52	1	“	"	PUNCT
spir-11199	52	2	weaponized	weaponize	VERB
spir-11199	52	3	health	health	NOUN
spir-11199	52	4	communication	communication	NOUN
spir-11199	52	5	:	:	PUNCT
spir-11199	52	6	twitter	twitter	NOUN
spir-11199	52	7	bots	bot	NOUN
spir-11199	52	8	and	and	CCONJ
spir-11199	52	9	russian	russian	ADJ
spir-11199	52	10	trolls	troll	NOUN
spir-11199	52	11	amplify	amplify	VERB
spir-11199	52	12	the	the	DET
spir-11199	52	13	vaccine	vaccine	NOUN
spir-11199	52	14	debate	debate	NOUN
spir-11199	52	15	.	.	PUNCT
spir-11199	52	16	”	"	PUNCT
spir-11199	53	1	american	american	PROPN
spir-11199	53	2	journal	journal	PROPN
spir-11199	53	3	of	of	ADP
spir-11199	53	4	public	public	ADJ
spir-11199	53	5	health	health	NOUN
spir-11199	53	6	108(10):1378–84	108(10):1378–84	PROPN
spir-11199	53	7	.	.	PUNCT
spir-11199	54	1	davis	davis	PROPN
spir-11199	54	2	,	,	PUNCT
spir-11199	54	3	clayton	clayton	PROPN
spir-11199	54	4	a.	a.	PROPN
spir-11199	54	5	,	,	PUNCT
spir-11199	54	6	onur	onur	PROPN
spir-11199	54	7	varol	varol	PROPN
spir-11199	54	8	,	,	PUNCT
spir-11199	54	9	emilio	emilio	PROPN
spir-11199	54	10	ferrara	ferrara	PROPN
spir-11199	54	11	,	,	PUNCT
spir-11199	54	12	alessandro	alessandro	PROPN
spir-11199	54	13	flammini	flammini	NOUN
spir-11199	54	14	,	,	PUNCT
spir-11199	54	15	and	and	CCONJ
spir-11199	54	16	filippo	filippo	PROPN
spir-11199	54	17	menczer	menczer	NOUN
spir-11199	54	18	.	.	PUNCT
spir-11199	55	1	2016	2016	NUM
spir-11199	55	2	.	.	PUNCT
spir-11199	56	1	“	"	PUNCT
spir-11199	56	2	botornot	botornot	ADV
spir-11199	56	3	:	:	PUNCT
spir-11199	56	4	a	a	DET
spir-11199	56	5	system	system	NOUN
spir-11199	56	6	to	to	PART
spir-11199	56	7	evaluate	evaluate	VERB
spir-11199	56	8	social	social	ADJ
spir-11199	56	9	bots	bot	NOUN
spir-11199	56	10	.	.	PUNCT
spir-11199	56	11	”	"	PUNCT
spir-11199	57	1	proceedings	proceeding	NOUN
spir-11199	57	2	of	of	ADP
spir-11199	57	3	the	the	DET
spir-11199	57	4	25th	25th	ADJ
spir-11199	57	5	international	international	ADJ
spir-11199	57	6	conference	conference	NOUN
spir-11199	57	7	companion	companion	NOUN
spir-11199	57	8	on	on	ADP
spir-11199	57	9	world	world	NOUN
spir-11199	57	10	wide	wide	ADJ
spir-11199	57	11	web	web	NOUN
spir-11199	57	12	www	www	NOUN
spir-11199	57	13	’	'	PUNCT
spir-11199	57	14	16	16	NUM
spir-11199	57	15	companion	companion	NOUN
spir-11199	57	16	273–74	273–74	PROPN
spir-11199	57	17	.	.	PUNCT
spir-11199	57	18	featherman	featherman	PROPN
spir-11199	57	19	,	,	PUNCT
spir-11199	57	20	chris	chris	PROPN
spir-11199	57	21	.	.	PROPN
spir-11199	57	22	2015	2015	NUM
spir-11199	57	23	.	.	PUNCT
spir-11199	58	1	discourses	discourse	NOUN
spir-11199	58	2	of	of	ADP
spir-11199	58	3	ideology	ideology	NOUN
spir-11199	58	4	and	and	CCONJ
spir-11199	58	5	identity	identity	NOUN
spir-11199	58	6	:	:	PUNCT
spir-11199	58	7	social	social	ADJ
spir-11199	58	8	media	medium	NOUN
spir-11199	58	9	and	and	CCONJ
spir-11199	58	10	the	the	DET
spir-11199	58	11	iranian	iranian	ADJ
spir-11199	58	12	election	election	NOUN
spir-11199	58	13	protests	protest	NOUN
spir-11199	58	14	.	.	PUNCT
spir-11199	59	1	new	new	PROPN
spir-11199	59	2	york	york	PROPN
spir-11199	59	3	 	 	SPACE
spir-11199	59	4	;	;	PUNCT
spir-11199	59	5	london	london	PROPN
spir-11199	59	6	:	:	PUNCT
spir-11199	59	7	routledge	routledge	PROPN
spir-11199	59	8	,	,	PUNCT
spir-11199	59	9	taylor	taylor	PROPN
spir-11199	59	10	&	&	CCONJ
spir-11199	59	11	francis	francis	PROPN
spir-11199	59	12	group	group	PROPN
spir-11199	59	13	.	.	PUNCT
spir-11199	60	1	france	france	PROPN
spir-11199	60	2	-	-	PUNCT
spir-11199	60	3	presse	presse	PROPN
spir-11199	60	4	,	,	PUNCT
spir-11199	60	5	agence	agence	PROPN
spir-11199	60	6	.	.	PUNCT
spir-11199	60	7	2019	2019	NUM
spir-11199	60	8	.	.	PUNCT
spir-11199	61	1	“	"	PUNCT
spir-11199	61	2	twitter	twitter	NOUN
spir-11199	61	3	blocks	block	NOUN
spir-11199	61	4	accounts	account	NOUN
spir-11199	61	5	linked	link	VERB
spir-11199	61	6	to	to	ADP
spir-11199	61	7	saudi	saudi	ADJ
spir-11199	61	8	‘	'	PUNCT
spir-11199	61	9	state	state	NOUN
spir-11199	61	10	-	-	PUNCT
spir-11199	61	11	backed	back	VERB
spir-11199	61	12	’	'	PUNCT
spir-11199	61	13	manipulation	manipulation	NOUN
spir-11199	61	14	effort	effort	NOUN
spir-11199	61	15	.	.	PUNCT
spir-11199	61	16	”	"	PUNCT
spir-11199	62	1	the	the	DET
spir-11199	62	2	guardian	guardian	PROPN
spir-11199	62	3	,	,	PUNCT
spir-11199	62	4	december	december	PROPN
spir-11199	62	5	20	20	NUM
spir-11199	62	6	.	.	PUNCT
spir-11199	63	1	keller	keller	PROPN
spir-11199	63	2	,	,	PUNCT
spir-11199	63	3	franziska	franziska	PROPN
spir-11199	63	4	b.	b.	PROPN
spir-11199	63	5	,	,	PUNCT
spir-11199	63	6	david	david	PROPN
spir-11199	63	7	schoch	schoch	PROPN
spir-11199	63	8	,	,	PUNCT
spir-11199	63	9	sebastian	sebastian	PROPN
spir-11199	63	10	stier	stier	PROPN
spir-11199	63	11	,	,	PUNCT
spir-11199	63	12	and	and	CCONJ
spir-11199	63	13	junghwan	junghwan	PROPN
spir-11199	63	14	yang	yang	PROPN
spir-11199	63	15	.	.	PROPN
spir-11199	63	16	2019	2019	NUM
spir-11199	63	17	.	.	PUNCT
spir-11199	64	1	“	"	PUNCT
spir-11199	64	2	political	political	ADJ
spir-11199	64	3	astroturfing	astroturfing	NOUN
spir-11199	64	4	on	on	ADP
spir-11199	64	5	twitter	twitter	NOUN
spir-11199	64	6	:	:	PUNCT
spir-11199	64	7	how	how	SCONJ
spir-11199	64	8	to	to	PART
spir-11199	64	9	coordinate	coordinate	VERB
spir-11199	64	10	a	a	DET
spir-11199	64	11	disinformation	disinformation	NOUN
spir-11199	64	12	campaign	campaign	NOUN
spir-11199	64	13	.	.	PUNCT
spir-11199	64	14	”	"	PUNCT
spir-11199	65	1	political	political	ADJ
spir-11199	65	2	communication	communication	NOUN
spir-11199	65	3	1–25	1–25	PROPN
spir-11199	65	4	.	.	PUNCT
spir-11199	66	1	keller	keller	PROPN
spir-11199	66	2	,	,	PUNCT
spir-11199	66	3	tobias	tobias	PROPN
spir-11199	66	4	r.	r.	PROPN
spir-11199	66	5	,	,	PUNCT
spir-11199	66	6	and	and	CCONJ
spir-11199	66	7	ulrike	ulrike	PROPN
spir-11199	66	8	klinger	klinger	PROPN
spir-11199	66	9	.	.	PUNCT
spir-11199	67	1	2019	2019	NUM
spir-11199	67	2	.	.	PUNCT
spir-11199	68	1	“	"	PUNCT
spir-11199	68	2	social	social	ADJ
spir-11199	68	3	bots	bot	NOUN
spir-11199	68	4	in	in	ADP
spir-11199	68	5	election	election	NOUN
spir-11199	68	6	campaigns	campaign	NOUN
spir-11199	68	7	:	:	PUNCT
spir-11199	68	8	theoretical	theoretical	ADJ
spir-11199	68	9	,	,	PUNCT
spir-11199	68	10	empirical	empirical	ADJ
spir-11199	68	11	,	,	PUNCT
spir-11199	68	12	and	and	CCONJ
spir-11199	68	13	methodological	methodological	ADJ
spir-11199	68	14	implications	implication	NOUN
spir-11199	68	15	.	.	PUNCT
spir-11199	68	16	”	"	PUNCT
spir-11199	69	1	political	political	ADJ
spir-11199	69	2	communication	communication	NOUN
spir-11199	69	3	36(1):171–89	36(1):171–89	NUM
spir-11199	69	4	.	.	PUNCT
spir-11199	70	1	owen	owen	PROPN
spir-11199	70	2	jones	jones	PROPN
spir-11199	70	3	,	,	PUNCT
spir-11199	70	4	marc	marc	PROPN
spir-11199	70	5	.	.	PUNCT
spir-11199	70	6	2020	2020	NUM
spir-11199	70	7	.	.	PUNCT
spir-11199	71	1	“	"	PUNCT
spir-11199	71	2	saudi	saudi	PROPN
spir-11199	71	3	arabia	arabia	PROPN
spir-11199	71	4	’s	’s	PART
spir-11199	71	5	bot	bot	PROPN
spir-11199	71	6	army	army	NOUN
spir-11199	71	7	flourishes	flourish	NOUN
spir-11199	71	8	as	as	SCONJ
spir-11199	71	9	twitter	twitter	NOUN
spir-11199	71	10	fails	fail	VERB
spir-11199	71	11	to	to	PART
spir-11199	71	12	tame	tame	VERB
spir-11199	71	13	the	the	DET
spir-11199	71	14	beast	beast	NOUN
spir-11199	71	15	.	.	PUNCT
spir-11199	71	16	”	"	PUNCT
spir-11199	72	1	middle	middle	PROPN
spir-11199	72	2	east	east	PROPN
spir-11199	72	3	eye	eye	PROPN
spir-11199	72	4	.	.	PUNCT
spir-11199	73	1	retrieved	retrieve	VERB
spir-11199	73	2	february	february	PROPN
spir-11199	73	3	27	27	NUM
spir-11199	73	4	,	,	PUNCT
spir-11199	73	5	2020	2020	NUM
spir-11199	73	6	(	(	PUNCT
spir-11199	73	7	http://www.middleeasteye.net/opinion/despite-twitter-culls-riyadhsdisinformation-network-still-going-strong	http://www.middleeasteye.net/opinion/despite-twitter-culls-riyadhsdisinformation-network-still-going-strong	PROPN
spir-11199	73	8	)	)	PUNCT
spir-11199	73	9	.	.	PUNCT
spir-11199	74	1	reuters	reuter	NOUN
spir-11199	74	2	.	.	PUNCT
spir-11199	75	1	2019	2019	NUM
spir-11199	75	2	.	.	PUNCT
spir-11199	76	1	“	"	PUNCT
spir-11199	76	2	special	special	ADJ
spir-11199	76	3	report	report	NOUN
spir-11199	76	4	:	:	PUNCT
spir-11199	76	5	iran	iran	PROPN
spir-11199	76	6	’s	’s	PART
spir-11199	76	7	leader	leader	NOUN
spir-11199	76	8	ordered	order	VERB
spir-11199	76	9	crackdown	crackdown	NOUN
spir-11199	76	10	on	on	ADP
spir-11199	76	11	unrest	unrest	NOUN
spir-11199	76	12	‘	'	PUNCT
spir-11199	76	13	do	do	VERB
spir-11199	76	14	whatever	whatever	PRON
spir-11199	76	15	it	it	PRON
spir-11199	76	16	takes	take	VERB
spir-11199	76	17	to	to	PART
spir-11199	76	18	end	end	VERB
spir-11199	76	19	it	it	PRON
spir-11199	76	20	.	.	PUNCT
spir-11199	76	21	’	'	PUNCT
spir-11199	76	22	”	"	PUNCT
spir-11199	76	23	reuters	reuter	NOUN
spir-11199	76	24	,	,	PUNCT
spir-11199	76	25	december	december	PROPN
spir-11199	76	26	23	23	NUM
spir-11199	76	27	.	.	PUNCT
spir-11199	77	1	roth	roth	PROPN
spir-11199	77	2	,	,	PUNCT
spir-11199	77	3	yoel	yoel	PROPN
spir-11199	77	4	.	.	PROPN
spir-11199	77	5	2019	2019	NUM
spir-11199	77	6	.	.	PUNCT
spir-11199	78	1	“	"	PUNCT
spir-11199	78	2	information	information	NOUN
spir-11199	78	3	operations	operation	NOUN
spir-11199	78	4	on	on	ADP
spir-11199	78	5	twitter	twitter	NOUN
spir-11199	78	6	:	:	PUNCT
spir-11199	78	7	principles	principle	NOUN
spir-11199	78	8	,	,	PUNCT
spir-11199	78	9	process	process	NOUN
spir-11199	78	10	,	,	PUNCT
spir-11199	78	11	and	and	CCONJ
spir-11199	78	12	disclosure	disclosure	NOUN
spir-11199	78	13	.	.	PUNCT
spir-11199	78	14	”	"	PUNCT
spir-11199	78	15	retrieved	retrieve	VERB
spir-11199	78	16	february	february	PROPN
spir-11199	78	17	27	27	NUM
spir-11199	78	18	,	,	PUNCT
spir-11199	78	19	2020	2020	NUM
spir-11199	78	20	(	(	PUNCT
spir-11199	78	21	https://blog.twitter.com/en_us/topics/company/2019/information-ops-ontwitter.html	https://blog.twitter.com/en_us/topics/company/2019/information-ops-ontwitter.html	PROPN
spir-11199	78	22	)	)	PUNCT
spir-11199	78	23	.	.	PUNCT
spir-11199	79	1	shao	shao	PROPN
spir-11199	79	2	,	,	PUNCT
spir-11199	79	3	chengcheng	chengcheng	PROPN
spir-11199	79	4	,	,	PUNCT
spir-11199	79	5	giovanni	giovanni	PROPN
spir-11199	79	6	luca	luca	PROPN
spir-11199	79	7	ciampaglia	ciampaglia	PROPN
spir-11199	79	8	,	,	PUNCT
spir-11199	79	9	onur	onur	PROPN
spir-11199	79	10	varol	varol	PROPN
spir-11199	79	11	,	,	PUNCT
spir-11199	79	12	kai	kai	PROPN
spir-11199	79	13	-	-	PUNCT
spir-11199	79	14	cheng	cheng	PROPN
spir-11199	79	15	yang	yang	PROPN
spir-11199	79	16	,	,	PUNCT
spir-11199	79	17	alessandro	alessandro	PROPN
spir-11199	79	18	flammini	flammini	NOUN
spir-11199	79	19	,	,	PUNCT
spir-11199	79	20	and	and	CCONJ
spir-11199	79	21	filippo	filippo	PROPN
spir-11199	79	22	menczer	menczer	NOUN
spir-11199	79	23	.	.	PUNCT
spir-11199	79	24	2018	2018	NUM
spir-11199	79	25	.	.	PUNCT
spir-11199	80	1	“	"	PUNCT
spir-11199	80	2	the	the	DET
spir-11199	80	3	spread	spread	NOUN
spir-11199	80	4	of	of	ADP
spir-11199	80	5	low	low	ADJ
spir-11199	80	6	-	-	PUNCT
spir-11199	80	7	credibility	credibility	NOUN
spir-11199	80	8	content	content	NOUN
spir-11199	80	9	by	by	ADP
spir-11199	80	10	social	social	ADJ
spir-11199	80	11	bots	bot	NOUN
spir-11199	80	12	.	.	PUNCT
spir-11199	80	13	”	"	PUNCT
spir-11199	81	1	nature	nature	NOUN
spir-11199	81	2	communications	communication	NOUN
spir-11199	81	3	9(1):4787	9(1):4787	NUM
spir-11199	81	4	.	.	PUNCT
spir-11199	82	1	thieltges	thieltge	NOUN
spir-11199	82	2	,	,	PUNCT
spir-11199	82	3	andree	andree	PROPN
spir-11199	82	4	,	,	PUNCT
spir-11199	82	5	orestis	orestis	PROPN
spir-11199	82	6	papakyriakopoulos	papakyriakopoulo	NOUN
spir-11199	82	7	,	,	PUNCT
spir-11199	82	8	juan	juan	PROPN
spir-11199	82	9	carlos	carlos	PROPN
spir-11199	82	10	medina	medina	PROPN
spir-11199	82	11	serrano	serrano	PROPN
spir-11199	82	12	,	,	PUNCT
spir-11199	82	13	and	and	CCONJ
spir-11199	82	14	simon	simon	PROPN
spir-11199	82	15	hegelich	hegelich	PROPN
spir-11199	82	16	.	.	PUNCT
spir-11199	83	1	2018	2018	NUM
spir-11199	83	2	.	.	PUNCT
spir-11199	84	1	“	"	PUNCT
spir-11199	84	2	effects	effect	NOUN
spir-11199	84	3	of	of	ADP
spir-11199	84	4	social	social	ADJ
spir-11199	84	5	bots	bot	NOUN
spir-11199	84	6	in	in	ADP
spir-11199	84	7	the	the	DET
spir-11199	84	8	iran	iran	NOUN
spir-11199	84	9	-	-	PUNCT
spir-11199	84	10	debate	debate	NOUN
spir-11199	84	11	on	on	ADP
spir-11199	84	12	twitter	twitter	NOUN
spir-11199	84	13	.	.	PUNCT
spir-11199	84	14	”	"	PUNCT
spir-11199	85	1	arxiv:1805.10105	arxiv:1805.10105	X
spir-11199	86	1	[	[	X
spir-11199	86	2	cs	cs	X
spir-11199	86	3	]	]	X
spir-11199	86	4	.	.	PUNCT
spir-11199	87	1	tufekci	tufekci	ADJ
spir-11199	87	2	,	,	PUNCT
spir-11199	87	3	zeynep	zeynep	NOUN
spir-11199	87	4	.	.	PROPN
spir-11199	87	5	2017	2017	NUM
spir-11199	87	6	.	.	PUNCT
spir-11199	88	1	twitter	twitter	NOUN
spir-11199	88	2	and	and	CCONJ
spir-11199	88	3	tear	tear	ADJ
spir-11199	88	4	gas	gas	NOUN
spir-11199	88	5	:	:	PUNCT
spir-11199	88	6	the	the	DET
spir-11199	88	7	power	power	NOUN
spir-11199	88	8	and	and	CCONJ
spir-11199	88	9	fragility	fragility	NOUN
spir-11199	88	10	of	of	ADP
spir-11199	88	11	networked	networked	ADJ
spir-11199	88	12	protest	protest	NOUN
spir-11199	88	13	.	.	PUNCT
spir-11199	89	1	new	new	ADJ
spir-11199	89	2	haven	haven	PROPN
spir-11199	89	3	 	 	SPACE
spir-11199	89	4	;	;	PUNCT
spir-11199	89	5	london	london	PROPN
spir-11199	89	6	:	:	PUNCT
spir-11199	89	7	yale	yale	PROPN
spir-11199	89	8	university	university	PROPN
spir-11199	89	9	press	press	NOUN
spir-11199	89	10	.	.	PUNCT
spir-11199	90	1	varol	varol	PROPN
spir-11199	90	2	,	,	PUNCT
spir-11199	90	3	onur	onur	PROPN
spir-11199	90	4	,	,	PUNCT
spir-11199	90	5	emilio	emilio	PROPN
spir-11199	90	6	ferrara	ferrara	PROPN
spir-11199	90	7	,	,	PUNCT
spir-11199	90	8	clayton	clayton	PROPN
spir-11199	90	9	a.	a.	PROPN
spir-11199	90	10	davis	davis	PROPN
spir-11199	90	11	,	,	PUNCT
spir-11199	90	12	filippo	filippo	PROPN
spir-11199	90	13	menczer	menczer	NOUN
spir-11199	90	14	,	,	PUNCT
spir-11199	90	15	and	and	CCONJ
spir-11199	90	16	alessandro	alessandro	PROPN
spir-11199	90	17	flammini	flammini	PROPN
spir-11199	90	18	.	.	PUNCT
spir-11199	90	19	2017	2017	NUM
spir-11199	90	20	.	.	PUNCT
spir-11199	91	1	“	"	PUNCT
spir-11199	91	2	online	online	ADJ
spir-11199	91	3	human	human	ADJ
spir-11199	91	4	-	-	PUNCT
spir-11199	91	5	bot	bot	NOUN
spir-11199	91	6	interactions	interaction	NOUN
spir-11199	91	7	:	:	PUNCT
spir-11199	91	8	detection	detection	NOUN
spir-11199	91	9	,	,	PUNCT
spir-11199	91	10	estimation	estimation	NOUN
spir-11199	91	11	,	,	PUNCT
spir-11199	91	12	and	and	CCONJ
spir-11199	91	13	characterization	characterization	NOUN
spir-11199	91	14	.	.	PUNCT
spir-11199	91	15	”	"	PUNCT
spir-11199	92	1	arxiv:1703.03107	arxiv:1703.03107	NOUN
spir-11199	93	1	[	[	X
spir-11199	93	2	cs	cs	X
spir-11199	93	3	]	]	X
spir-11199	93	4	.	.	PUNCT
spir-11199	93	5	yang	yang	PROPN
spir-11199	93	6	,	,	PUNCT
spir-11199	93	7	kai	kai	PROPN
spir-11199	93	8	-	-	PUNCT
spir-11199	93	9	cheng	cheng	PROPN
spir-11199	93	10	,	,	PUNCT
spir-11199	93	11	onur	onur	PROPN
spir-11199	93	12	varol	varol	PROPN
spir-11199	93	13	,	,	PUNCT
spir-11199	93	14	clayton	clayton	PROPN
spir-11199	93	15	a.	a.	PROPN
spir-11199	93	16	davis	davis	PROPN
spir-11199	93	17	,	,	PUNCT
spir-11199	93	18	emilio	emilio	PROPN
spir-11199	93	19	ferrara	ferrara	PROPN
spir-11199	93	20	,	,	PUNCT
spir-11199	93	21	alessandro	alessandro	PROPN
spir-11199	93	22	flammini	flammini	NOUN
spir-11199	93	23	,	,	PUNCT
spir-11199	93	24	and	and	CCONJ
spir-11199	93	25	filippo	filippo	PROPN
spir-11199	93	26	menczer	menczer	NOUN
spir-11199	93	27	.	.	PUNCT
spir-11199	94	1	2019	2019	NUM
spir-11199	94	2	.	.	PUNCT
spir-11199	95	1	“	"	PUNCT
spir-11199	95	2	arming	arm	VERB
spir-11199	95	3	the	the	DET
spir-11199	95	4	public	public	NOUN
spir-11199	95	5	with	with	ADP
spir-11199	95	6	artificial	artificial	ADJ
spir-11199	95	7	intelligence	intelligence	NOUN
spir-11199	95	8	to	to	PART
spir-11199	95	9	counter	counter	VERB
spir-11199	95	10	social	social	ADJ
spir-11199	95	11	bots	bot	NOUN
spir-11199	95	12	.	.	PUNCT
spir-11199	95	13	”	"	PUNCT
spir-11199	96	1	human	human	ADJ
spir-11199	96	2	behavior	behavior	NOUN
spir-11199	96	3	and	and	CCONJ
spir-11199	96	4	emerging	emerge	VERB
spir-11199	96	5	technologies	technology	NOUN
spir-11199	96	6	1(1):48–61	1(1):48–61	NUM
spir-11199	96	7	.	.	PUNCT